ABSTRACT A SEARCH FOR BIOLOGICAL EFFECTS OF MAGNETIC FIELDS By Adolph Eric Smith The potential importance of influencing biological pro— cesses by magnetic fields, in conjunction with the long and controversial history of biomagnetism led us to undertake a careful study of some well defined and sensitive phenomenon of biological significance. We have selected the immune re— action, specifically the antigen-antibody reaction as evidenced by agglutination of human erythrocytes. In this thesis we first review the physics of magnetic fields and suggest possible ways in which the small energy of magnetic inter- actions——as contrasted with thermal effects-~might have de- tectable effects in biological systems. Laboratory-scale magnetic fields would appear to be capable of only very slight action on individual atoms or molecules, but should be able to produce significant effects on groups of associ— ated molecules such as occur in liquidfcrystaline or other mesomorphic states. Next we review the background of immuno— logy relevant to the present problem with emphasis on the Rh- blood—group system. To assess the effects of magnetic fields on agglutin- ation, quantitative scoring methods are necessary. Three methods were considered in the present work: visual scoring, in which the agglutinated material is examined visually for clumping under the microscope; sedimentation rate, in which Adolph Eric Smith the increase in r"te of sedimentation is obscrved when agglutination takes place; particle-size distribution, in which the change in size distribution of particles upon agglutination is observed. With visual scoring, the magnetic field was observed to enhance the agglutination in the Rh system, but not in other groups studied. In the sedimentation studies, only preliminary experiments were carried out to test the feasibility of the principle; no experimental results are yet available. With particle-size distribution, which were made with an electronic counter, the method had to be developed. A study of the counter operation and of erythro- cyte distributions was first made. In a suSpension of un— agglutinated erythrocytes, the volume distribution of normal erythrocytes in saline was found to follow a lognormal distribution. Upon agglutination the distribution changed significantly. Several statistics were investigated in order to characterize the change in distribution upon agglutination; one of the more useful ones was the ratio of doublet particles to the singlets. This statistic was studied as a function of incubation time, antiserum concen- tration, and temperature. This statistic failed to show the difference between test samples incubated in the magnetic field and control samples incubated outside the magnetic field. We present a tentative explanation of the discordance between the results for the visual method and for the counter method. The explanation is based on the difference in Adolph Eric Smith treatment of the samples in the two methods. Finally, the significance of magnetic effects for possible elucidation of the agglutination mechanism is dis— cussed and extension of the magnetic-field studies for this purpose is urged. A SEARCH FOR BIOLOGICAL EFFECTS OF MAGNETIC FIELDS By ADOLPH ERIC SMITH A THESIS Submitted to Michigan State University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY Department of Physics and Astronomy 1963 l I :3 (.2 v; 5/ ///ofl&§ ACKNOWLEDGMENTS I would like to express my deep appreciation to Professor D. J. Montgomery for his constant encouragement during my years as a graduate student in the Physics Department. His patience and understanding have helped me. Professor Emanuel Hackel has made valuable sugges— tions in the writing of this thesis and in the course of the experimental work. I would like to express my thanks also to: Messrs. Thomas Tucker, Jan Schoneman, Kiwun Kim, and Miss Margaret Case for their help in the experimental work; Misses Charlane Temple and Diana Lee for their help in calcula- tions; Mr. Harold Pawlowski for construction of the magnetic field measuring equipment and field mapping; and Mr. Charles Kingston and the shop for construction of much of the equip- ment used in the experiment. The financial support for this came initially from the All University Research Fund and later from the National Institutes of Health. ii TABLE OF CONTENTS Chapter I. INTRODUCTION Background of Biomagnetism Energy of Interaction of the Magnetic Field . . Possible Biological Effects of the Magnetic Field . . . . . Background of Blood Grouping Statement of the Problem . . II. EVALUATION OF THE EFFECT OF MAGNETIC FIELDS ON AGGLUTINATION: VISUAL SCORING Materials and Procedures Magnetic Fields Visual Evaluation Results 111. EVALUATION OF AGGLUTINATION: SEDIMENTATION TECHNIQUES . . . . . . . . . . . . . . IV. EVALUATION OF THE EFFECT OF MAGNETIC FIELDS ON AGGLUTINATION: PARTICLE SIZING Introduction Description of the Coulter Counter and Particle— Size Distribution Plotter Volume Distribution of Erythrocytes Choice of a Statistic to Characterize Agglutination . Dependence of D/S on Magnetic Field Strength B . . . . . . . . . . V. DISCUSSION Visual Method Counter Method Reconciliation of Results Possible Mechanism for Effect of Magnetic. Field on Agglutination . . . . . . . . VI. REFERENCES APPENDIX iii Page ll 14 22 4O 42 42 46 49 58 6O 60 61 66 76 86 92 92 92 92 94 97 101 LIST OF TABLES Table Page I l DiSputed Magnetic Effects . . . . . . . . . . 3 2 Effect of Antiserum Concentration on Anti-D Reaction with D-Positive Cells . . . . . . . . 54 3 Enhancement of Agglutination by Magnetic Fields . . . . . . . . . . . . . . . . . . . . 55 4 Effect of Magnetic Field on Anti-D Reaction with D+ Cells . . . . . . . . . . . . 56 5 Window Counts for Sample of KK Blood . . . . . 68 6 Chi-Square Table for Runs 3-11 of Table 5 . . . . . . . . . . . . . . . . . . . . . . 69 7 Reliability of (6/5) . . . . . . . . . . . . . 77 iv Figure 10 ll l2 l3 14 LIST OF FIGURES Illustration of the force exerted by an inhomogeneous magnetic field on current elements . . . . . . . . . . . . . . Linear arrangement of molecules in the mesomorphic state The essential composition of blood The permanent-magnet fixture in the water bath . . . . . . . . . . . . The Model R—3 electromagnetic with the temperature fixture in the field The Model L-128 electromagnet with test-tube holder in position Map of the magnetic field at the position of test tubes for agglutin- ation studies Plot of magnetic field Quantities as a function of distance 2 from apex of iron wedge placed in gap to produce inhomogeneous field . . . . . . . . The test-tube holder used to position the test tubes in the field of the large electromagnet . . . . . . . . Schematic drawing of the Coulter Counter. Volume distribution of agglutinated erythrocytes as obtained with Coulter- counter plotter . . . . . . . . . . Volume distribution of KK erythrocytes Logarithmic probability plot of volume distribution shown in Figure 12 Plot is similar to that of Figure 13 V Page 17 26 44 45 47 48 50 51 52 63 71 72 74 Figure Page 15 Semilogarithmic plot of ratio of spike height upon agglutination at various con- centrations as shown, to spike height for normal unagglutinated cells, as a function of particle volume (proportional to window number) . . . . . . . . . . . . . . . 75 16 Agglutination, as measured by D/S, as a function of concentration for D-positive cells incubated with anti-D serum for 45 minutes at 37.50C . . . . . . . . . . . . . . . 78 17 Agglutination, as measured by D/S, as a function of incubation time for D-positive cells incubated with anti—D serum at 37.50 at two concentrations . . . . . . . . . . . . . 8O 18 Agglutination, as measured by D/S, as a function of concentration for D-positive cells incubated with anti-D for 45 minutes, at two incubation temperatures . . . . . . . . 81 19 Counts in various windows representing singlets, doublets, triplets, and quadrup- lets for various concentrations of anti-D serum . . . . . . . . . . . . . . . . . . . . . 83 20 Agglutination, as measured by Q/S, as a function of concentration for D-positive cells incubated with anti—D for 45 minutes at 37.500. . . . . . . . . . . . . . . . . . . 84 21 Agglutination, as measured by Q/S, as a function of incubation time for various concentrations of anti-D . . . . . . . . . . . 85 22 Correlation between visual data (as scored on the Race scale) and the counter data (as measured by D/S), for the same samples . . . . 87 23a Semilogarithmic plot of the ratio of spike height for test samples incubated in mag- 23b netic field to Spike height for control samples incubated outside magnetic field, as a function of particle volume (window number) . . . . . . . . . . . . . . . . . . . . 89 24 Agglutination, as measured by D/S, as a function of concentration for D-positive cells incubated with anti-D for 45 minutes at 37.50C, with magnetic field on and with magnetic field off . . . . . . . . . . . . . . 91 vi I. INTRODUCTION Background of Biomagnetism That gravitational fields, electric fields, and concen- tration gradients affect biological processes is unquestioned. But the action of magnetic fields, a fundamental force in the universe, is not even considered in many physiology texts. Indeed, the existence of magnetic effects has generally been denied by most scientists for nearly a century and a half. Recently, however, there have been reports that magnetic fields have profound physiological effects. Supporters of the existence claim that since a uniform field can rotate magnetic dipoles, and an inhomogeneous field can pull them, it is natural to expect effects. The opposition claims that the thermal energies will swamp any effects due to the mag- netic field. At present, there is no accepted answer to the question of whether biological effects of magnetism exist. Historical Standard works on physiology contain either no mention of the effect of magnetic fields on biological processes, or the statement that magnetism cannot be considered a stimulus for biological processes. Bonner (l), in his essay on morphogenesis, states: ”There is every evidence that no living precess is much affected by reasonable magnetic forces." Heilbrunn's text (2) on physiology is cited in support of this view; it states: The above list [of stimuli] includes no mention of magnetic forces. According to Verworm (3) (1899) these have no effect on living systems and, there- fore, cannot be considered stimuli. In support of this opinion he cites the extensive experiments of Peterson and Kennelly (4), done in the Edison Labora- tory in 1892. These investigators used very strong electromagnets, but were unable to detect any noticeable effect on living material. In the book of Verworm, which includes a similar list of stimuli, is the observation: . . in this enumeration magnetism is wanting. But it is now known with certainty that magnetism exer— cises no effect whatever upon living substance, and cannot be properly termed as stimulus. . . . Careful experiments upon the influence of magnets upon the living organisms have always yielded negative re— sults. The recent extended researches with very strong electromagnets by Peterson and Kennelly in America demonstrate the utter ineffectiveness of magnetism upon living matter. Yet, despite these sweeping statements, there are cases where a magnetic field has been reported to have produced observable effects on biological processes. Table I lists some of the divergent findings on the subject. Here is a curious situation wherein different investigators have ar- rived at different conclusions about the same subject. Regrettably, the field strength, the field uniformity, the duration of eXposure, and the Species tested were not exactly the same in the cases of diSpute. TABLE 1 DISPUTED MAGNETIC EFFECTS fl Effect Affirmative Negative Yeast and bacteria Kimball (5) 1. Leusden (7) growth Barnothy (6) 2. Jennison (8) Tissue-culture l. Huzella ( 9) Payne-Scott (13) growth 2. Lengyel (10) 3. Lenzi (11) 4. Mulay (12) Mouse growth Barnothy (l4) Eislein (15) There are in the literature, however, accounts of several affirmative results that are uncontested to date: (1) Magnetic phosphenes: Thompson (16), Magnusson (l7), Barlow (l8); (2) Magnetic compass effects on snails: Brown (19); (3) Magnetotropism of plants, Audus (20); and (4) Grow- ing speed of plants: Ssawasotin (21). But also in the literature are some undisputed accounts of negative results with magnetic fields. These are: l. The perception of steady magnetic fields by humans: Peterson and Kennelly (4), Beischer (22). 2. Attempt to influence the asymmetric chemical synthesis characteristic of living systems: Pasteur (23). Detailed investigation of such phenomena shows us why it is difficult to obtain conclusive results. First of all, the effects appear to be slight, and hence the experiments must be highly refined, or a vast number of replications must be made. Secondly, theoretical considerations based on simple physical phenomena fail to give much indication as to how magnetic fields might produce measurable effects on living processes. Hence we shall expect that experiments of a high order of refinement or very high degree of replication, will be necessary to demonstrate any effect; and we shall expect that the theoretical explanations for any effect will depend upon complex interactions. These ideas will be developed in the body of our thesis. Physics of the Electromagnetic Field (24) When a particle interactswith other particles within a system, it is often found that parameters other than mass must be ascribed to each particle. For a certain class of phenomena one of these parameters is the electric charge, which may be of two different kinds, labeled positive and negative. In describing the behavior of the particles, it is convenient to introduce certain mathematical auxiliaries called electromagnetic field vectors. The part of the inter- action depending upon the relative positions of the inter- acting changes is described in terms of the electric field, characterized by the electric field strength E and the electric diSplacement D. The electric field is set up by the charge according to the relation; d2 _'-'- ,0 dV _1_'_/r3 where r is the position vector from the point under consider~ ation to the charge element consisting of the volume element dV with charge densitylp. The part of the interaction of the velocity Q'of the particles is described in terms of the u" v magnetic field, characterized by the magnetic induction B and the magnetic field strength E, The magnetic field is set up by the motion of the charge according to the relation: dl/yxr. P c 73/ where r is the position vector from the point under consider- d5: ation to the current element consisting of the current dens- ity element flyobvand c is the velocity of light. Here we have assumed shat the fields are changing sufficiently slowly in time that diSplacement current negligible is compared with convection current. These two equations, essentially Coulomb's Law in the electric case, and the Biot-Savart Law in the magnetic case, form the basis of the calculation for the set- ting up of the field by the sources. To see how the fields act on charged particles, we need the Lorentz equation for the force dfi upon a test particle of charge dq, a particle whose charge is sosmall that it does not disturb the previously existing arrangement of charge and current: as: = quE + <_v/c> x g] As the equations now stand, no connection exists be- tween the pair of vectors 2 and 3 set up by the sources, and the pair of vectors E and B which exert influence on the particles. The connection is made through postulating the following two relationships: 12. = 6 £5; E = 2/11 Here, €n the dielectric constant, and .u, the magnetic permeability, are equal to unity in free space in the Gaussian system of units, and take on values different from unity within material media. In many of the cases of interest‘é and/q may be taken simply as scalars and, moreover, as con- stants so far as dependence on D or H is concerned. We need not labor the matter of the force on charge elements in the electric case. The direction of force is quite simply given by the direction of the line between two charge elements. In the magnetic case, on the other hand, the forces which depend upon the velocity of the charges-- that is, on the currents or on the magnetic field set up by these currents, if one prefers-~are more complex. To see in detail how these forces arise, suppose we first consider what happens when a rectangular loop carrying a current i is placed in the homogeneous magnetic field B. Each side of the 100p experiences a certain force, proportional to the current i, the length of the side, and the magnetic field strength B; however, this force is exactly balanced by an equal and opposite one on the part of the loop diametrically Opposite, so that the net £2553 is zero. There is, of course, a non-vanishing torque on the loop, given by the pro- duct of the force and the lever arm. The more interesting case is that of an inhomogeneous field, wherein the two forces on the opposite sides of the loop do not exactly balance. To show the main features of the action, we take the special case where the plane of the loop is parallel to the xy-plane, as shown in Figure 1. We see that the force on side 1 is upward, and is given by the 2 F. Y m i 7' X -- (4) (3 AX ' <2) . I F! Similarly AF,“ = --[aBy lay] mz -[an/ax]-[aBy/ay] = [582/ a2] so Fz = ”[682. la 2] In general f =(r_T)-V)§. Figure 1 - Illustration of the force exerted by an inhomogeneous magnetic - field on current elements. product of the magnetic induction in the x direction at side 1, multiplied by the current i times the length of the side .Ay. Correspondingly, the force on side 2 is proportional to the induction at side 2; that is, BX2 multiplied by 1 times 41y, but directed downward rather than upward. Now to first-order terms, the induction at side 2 is equal to the induction at side 1 Bxl , plus the rate of change of BX with respect to x, times 11x. Therefore, the net force on the sides 2 and l is equal to the difference between these two quantities, that is, —(QBXAéx) i.4y .4x. The quantity i times the area of the loop, Ay 4);, occurs frequently in calculations and is given a separate name, the magnetic moment (this quantity is actually a vector 2, and here we have merely the 2 component, perpendicular to the area Ay.4x). From these considerations we see that the net force from the other two sides is equal to C-aBy/Qy) mz. But now by use of the Maxwell system, ‘7' B = O , we have: _ an _ aBy = 3B2. 9X ay 62' hence finally: P2 = mz (aBzfléz). The full analysis for the general case leads to the following relationship: §=(_rg'v)l_3_. -Because the concept of a current loop is somewhat difficult to visualize, one frequently replaces it by a fictitious source consisting of a pair of magnetic poles (which, of course, cannot exist separately in view of the basic relationship that v - E = 0 ). Nevertheless the ex- pansion of the actual field set up by a finite current loop leads to an expression whose leading term has the same mathe— matical form as that of a field set up by a pair of monopoles of equal and opposite "magnetic charge” separated by a short distance. It becomes convenient, therefore, to talk about the fields of a magnetic dipole, i.e., the idealization of a pair of equal and opposite poles separated by a certain distance. The limiting form of the dipole is determined when the distance between the charges goes to zero, and the charges become infinite; their product then attains the magnetic moment as its limiting value. In mathematical treatments the magnetic dipole is handled in the same way as the electric dipole. The vast difference in the consequences lies, of course, in the fact that electric monopoles exist, and at large distances become the dominant term, the dipole and higher-order fields becoming negligible. But with magnetic fields there is never a monopole field, and hence the mag- netic dipole always becomes the dominant factor. It is for this reason that much of the analysis is carried on in terms of the magnetic dipoles. The form of the field set up by a magnetic dipole of moment fl oriented in the direction of a positive z-axis is of the following form: B = -(2m/r3) cosG Br + (m/r3) sinQ Be Here r represents the distance from the origin and G the angle between the point of observation and the axis of the dipole (zenith angle). fir is the unit vector in the direction of increasing r, with 9 and fl held constant; and 10 B9 is a unit vector in the direction of increasing 9, with r and fl held constant. Replacing the magnetic poles by equal and opposite electric charges giVes a resulting field which is of the same form as the magnetic field except for changes in the notation. Electromggnetic Fields in Ponderable Bodies When an electric field is applied to a body, there is a change in the resulting field from that in a vacuum. Since details of this change are treated in standard texts, we need not review the results here. When the magnetic field is applied to a body there is a similar change in the re- sulting field. We need to discuss this response in more de- tail. On the atomic level the change in fields results from the disturbance of the atomic orbitals and the electronic Spins. The change in the magnetic field is usually described by introducing the magnetization M_related to B by the following expression: 1.3. = E + 4r 1.1 = w.- The origin of this relationship is explained in standard texts. The magnetic Susceptibility X.is defined by: 'X= M/B; whence X = l(}1-l)/477‘ The atomic basis for the magnetic polarizability is the magnetic moments produced by the motion of the electrons. The magnetic moment of the electron-orbital motion M2 is simply related to the angular momentum L by: M2 = gMB L where 20 M B Bohr magneton = 0.927 x 10- erg/gauss 11 There is also a magnetic moment in the atoms due to the electron spin. Langevin found with classical physics that, for weak fields: x: MNZ/kT ------------------------------------ (1) where N = number of atoms/cm3. For stronger fields the ex- pression becomes 7C: NM3L (x)/kT, where x S MN/kT and L (x) E coth x - l/x. These expressions give susceptibilities that are always positive. To account for diamagnetism, Langevin considered the induced magnetic moments of the atoms. Each of the electrons moving about the nucleus is similar to a current loop, and by Lenz's law, the magnetic fields induced in this loop will have a direction which opposes the inducing mag- netic field. Langevin's formula for diamagnetism is: 2! = -(Ne2/6mc2) E;2 ---§ --------------------- (2) where 2 is the average square of distance of the i-th electron from the nucleus. Diamagnetic susceptibilities usually range from 10—6 to 10-5. If the molecule has a permanent magnetic moment, the expressions (1) and (2) have to be added. Energy of Interaction of the Magnetic Field For charges whose velocity is low compared with that of light--as is the case for all phenomena of chemical and biological interest--the effect of the magnetic field is much smaller than the effect of the electric field, at least in non—neutral systems. To get some idea of the order 12 of magnitude of magnetic effects, let us consider the elec— trons in an atom. At a distance of approximately two gngstrom units (R) from a proton or an electron, the electric field eZ/r amounts to about 106 volts/cm. The magnetic field, iZnVrB, at this distance from an atom with a magnetic moment of one Bohr magnetron, 2 MB/r3, is about 2500 oersteds. The pro- duct NWOEPéPat 2X from such a dipole is the following: F”: M (9;?) % Maggi) - 4 (22:07)): ’- o'qx’o-Fdane. A typical electric dipole moment is about 10'18 esu. .Iix 2x 4.6')‘ [Odo (ax/0")? Now we see that it is possible to obtain microsc0pic I: 35 ~ — FE -.- [0'37 :10 2:- /0 “cw/gag, magnetic fields in the laboratory (~104 gauss) as much as ten times as great as the magnetic fields within the atom (~103 gauss). On the other hand, the gradients obtainable in the laboratory are not likely to be much larger than 4 gauss/10_1 cm. = 105 gauss/cm. This gradient is smaller than microscopic ones by a factor of 107. Hence, we see that 10 the forces obtainable macroscopically are negligible compared with those obtainable microscopically; on the other hand, the torques obtainable macroscopically are quite comparable with or even larger than those obtainable microscopically. More- 4 times over, the microscopic magnetic forces are about 10- the microscopic electric forces. To see quantitatively how the externally-applied mag- netic fields influence the distribution of the atomic moments, we note that when the field is switched on,the atomic moments l3 precess about the direction of the applied field, in such fashion that the projection of their moments on an axis parallel to the applied field takes on the value +l/2 or ~1/2. In the former case the energy of interaction is de- creased, in the latter case increased, by MBH. At equili- brium, the lower—energy state will therefore be slightly more pOpulated than the higher state, by the ratio exp MBH/kT to exp -MBH/k13 or 1 + 2MBH/kT, approximately, since 2MBH/kT is small, amounting to about 2/500 at room temper- ature for a Bohr magneton in a 104 gauss field. We see then at equilibrium for every 250 moments pointing in the direction of the field, there will be 249 pointing against it. In the absence of cooperative effects, it seems un- likely that this slight alignment-~which, for a given set of atoms, is continually being disturbed by thermal agitation --could result in any pronounced biochemical effect. Cooperative and Statistical Phenomena Although the energies associated with the external magnetic field are small compared with thermal energies, and the field strength is small in comparison with the mascro- scopic fields, there are still important responses to the application of the external fields. Ferromagnetism and ferroelectricity are two striking examples. Here an external field brings about a slight alignment, but the result of this new reorientation is to produce alignment of adjacent molecular groups. These groups then cooperate to produce a resulting field which may become very strong and create 14 an overall effect which produces stability in the presence of disrupting forces. It is unlikely that either ferro- electricity or magnetism is of any interest in biological systems, although there are certainly some special systems that are clearly ferromagnetic, such as radulae of Chitons (Phylum Mollusca) (25). Cooperative phenomena are ex- hibited by certain large unsymmetrical molecules which group together to present associated effects which may become important on the mascroscopic level. These phenomena occur in the so—called mesomorphic or liquid-crystal state. Possible Biological Effects of the Magnetic Field Effect of Orientation Even though a single atom or group of atoms in a typi- cal molecule could be oriented by the external magnetic field--and we have seen how small is the possibility for this orientation-—it is not likely to affect the macrosc0pic behavior in the absence of a mechanism for coupling this orientation with the rest of the molecule. On the other hand, in certain crystals that do occur in the mesomorphic state, the whole molecule can be oriented by a magnetic field and can transmit this effect to neighboring molecules. Since some -. protoplasmic material is known to exhibit certain properties of liquid crystals, we examine in detail the mesomorphic state to determine if its occurrence is sufficiently frequent to permit influencing biological pro- cesses by magnetic fields. 15 The mesomorphic state (liquid crystals) (26-28)--For nearly a hundred years it has been known that a few sub- stances in a restricted temperature region have both liquid prOperties (such as fluidity) and crystal solid properties (such as birefringence). This state of matter is known under various names--"mesomorphic state," ”liquid-crystal state,” or the "paracryStalline state." Nowadays it is well known that the bonds between atoms in different molecules may be of different kinds and may have different orders of binding energies. Consequently, there are states of matter that are not described simply by the earlier threefold classification of solids, liquids, and gases. In general, we may well ex— pect that if the chemical attractions in different directions are of varying nature, one :might be able to destroy the order in one direction, for example, by heat or by a polar solvent, while retaining the order in different directions. Indeed it has been found that perhaps 3,000 substances ex- hibit the liquid—crystal state. Most of the compounds in the mesomorphic state are classified as either smectic (like soap) or nematic (like a string). But a third state of Special interest also exists in certain biological systems, the cholesteric (like cholesterol, the prototype of this class). In the smectic state the molecules are arranged with their long axes approxi— mately normal to the layers in which they are stratified. In the nematic state the molecules are arranged with somewhat less order, the only restriction being that the molecules are 16 lined up nearly parallel. In the nematic state the molecules can be lined up even by weak magnetic fields, whereas in the smectic state it is difficult to align molecules under the in- fluence of any except the relatively strong magneticr fields. In view of the wideSpread occurrence of cholesterol and its derivatives in biology, this form has special significance. The cholesterol derivatives as well give cholesterol-type liquid crystals. The cholesterol liquid crystals have the property of being uniaxial and having negative birefringence. These properties are believed to be explainable in terms of a screw structure for this state. There is no sharp trans- ition from the cholesterol form to the nematic form, where— as there is a Sharp transition to the smectic form in the cases where the material exists both in the smectic form and nematic form. The optical activity of the cholesterol form is high; there may be as many as 200 revolutions in one mm. Figure 2 is a schematic representation of the three forms of the liquid-crystal state. Some polypeptides give mesomorphic structures when they are precipitated from solution,and in these there is a layered structure which is sometimes twisted into spirals in spherulites. The polypeptides are of great importance in biology because the protein structure consists of poly- peptide chains. In the formation of antibody molecules, the configuration of the polypeptides is of the greatest im- portance and it is possible that this may have something to do with the ideas of the cholesterol-state. a} nematic state b) smectic state Figure 2 - Linear arrangement of molecules in the mesomorphic mm c)Hellcal array of the molecules in a cholesterol-like liquid crystal. XYZ is the rectangular coordinate System; g and 77 are the axes of the molecules. 18 To describe logically the transition between the crystal and the liquid state we may give the following description: (1) True (three-dimensional crystals). The atoms are all fixed at their lattice points and only thermal vibrations about the lattice points are performed. (2) Molecular crystals with rotation of the subunits. The lat- tice units are fixed at the lattice points, but rotation about one or more axes is allowed for the unit. (3) Smectic structure. The lattice units can move in two directions and rotation about one axis is permitted. (4) Nematic structure. The centers of mass of the molecules are mobile in all three directions and rotation about one axis is permitted. (5) True liquid. The centensof mass of the units are mobile in three directions and rotations about three axes perpendicular to one another are possible. All the compounds which exist in the mesomorphic state have been found to be elongated molecules of fairly large size. In the crystalline state they are rigidly aligned and as the temperature is raised, a solvent is introduced-- the weaker bonds are at first loosened. The molecules then have some freedom in certain directions as the thermal energy or other disrupting forces become great enough to partially destroy the aligning forces, but not so great as to destroy the partial ordering forces. The nematic structure: In the cases where any pro- gress has been made in understanding the mesomorphic state, it appears that mobile electrons within the conjugated 19 double—bond systems react against applied magnetic fields so as to produce diamagnetism. The molecule then sets it— self up so as to minimize the energy of interaction with the field. In the nematic state the molecules set themselves perpendicular to the lines of magnetic force. The diamag- netic movements for the whole structure and the group of atoms (typically a hundred thousand) have a resultant inter- 5 times that of a single molecule. action energy equal to 10 This energy is more than enough to overcome the disruptive thermal energies. Hence, it is possible for relatively weak magnetic fields to line up the swarms against thermal agitation. Because of Space limitations it is not possible to discuss here the various attempts to produce theories of the liquid state, which are discussed in several review articles or books. The biological importance of the mesomorphic state is that matter exists in the mesomorphic state in various bio- logical systems. Recently the deoxyribonucleic acid (DNA) in living sperm was found to exhibit certain characteristics of the mesomorphic state (29). The widespread occurrence .‘~.——-..1",,H.-Mi--i-.in, .--.-----u- . w of optical birefringence in protoplasm (2) suggests the occurrence of mesomorphic phases in this material. Effect of Magnetic Field on Chemical Reactions Since the magnetic—interaction energies are so Small compared with thermal energies, it is not expected that chemical reactions can be influenced by macrosc0pic magnetic 20 fields. Indeed, many experimenters have sought this effect, but none have shown conclusive evidence (Selwood (30)). Certain workers (Bahatnagar, g£_3l.(3l)) report positive effects in the reaction of iron with chlorine. The effects are very small and, according to Parker and Ames (32), are made even smaller by stirring the solution during the re- action. To get an idea for the mechanism, these workers calculated the difference in concentration for paramagnetic substances. They took the Boltzmann relationship for particles in a potential field as (33): n = nO exp (-WH/kT) where n is the concentration in the given field, WH = magnetic interaction energy no is the concentration in the absence of the field, N is Avogadro's number. If we consider molecular oxygeq'whose molar susceptibility 2K is about 3400 x 10-8 in a field where H = 10 4 gauss wH=_1_2£flE=_1_X3400 2 N 2 6 x -6 101% x (101'4)2 2: 3 x 10‘19 n = no exp (—WH/kT) 3’ 1.0002 no. This calculation shows that the magnetic field has a negligible effect in changing the concentration levels in a chemical reaction even where so highly paramagnetic a substance as molecular oxygen is used. On the other hand, it is to be expected, and indeed it is observed, that chemical reactions can be affected by microscopic magnetic fields. The ortho-para hydrogen 21 conversion is known to be catalyzed by paramagnetic sub- stances. The catalysis of the cis-trans reactions by para- magnetic substances is attributed by Harman and Eyring (34) to the differing action of the inhomogeneous field on the magnetic dipoles which arises from the spin of the two electrons in double bonds. It is thought likely thatin the catalysis of certain reaction§,. paramagnetic ions have their action through the relatively strong magnetic fields around the highly paramagnetic ions. Consequences of the Lorentz Force Membrane tran§port.--Consider the effect of a magnetic field on the transport of ions across a membrane. The force on the ion is given by (y/c) x B, where B is the magnetic induction parallel to the membrane. The potential difference across a frog skin, for example, is about 100 mv, and the thickness of the skin is about 100 microns. The electric field is then approximately: E = 0.1/0.01 = 10 volts/cm. A typical ionic mobility in water is that of sodium: p 0.135 cm/sec/esu volt (35) 4.4 x 10‘2 cm/sec/volt/cm A typical drift velocity is then: v = p.E = .44 cm/sec. For a field of 10,000 gauss the radius of curvature for a sodium ion is then about: R =IEE%‘: 10-7 cm = 10 X e 22 No effect was found by Knoll (36),who used tagged sodium in a homogeneous magnetic field of 10,000 gauss. The result may be due to the sodium-ion mean-free—path being much less than 10 X. Background of Blood Grouping (37, 38) The concept of blood transfusion goes back to ancient times, but no transfusions were actually carried out until the middle 17th century. Death often resulted from a trans- fusion; consequently, the practice was abandoned for nearly a century and a half. In the 19th century direct transfusions of blood between humans were attempted. There were many disasters and the progress toward a satisfactory technique was slow. In a series of classic papers at the turn of the century, Landsteiner announced the discovery of the existence of blood groups, and laid the foundation for safe blood— transfusion technique. By 1875 it was known that if red blood cells of an animal were mixed with serum from an animal of another species, or sometimes with serum from even the same Species, a clumping (technically, agglutination) occurred. In 1900 Landsteiner (39) found that the cells of some humans were agglutinated by the serum of other humans. He took blood from humans, sepa- rated the serum, and prepared saline suSpensions of the cells. The cell suspensions were mixed with various sera and some- times the cells agglutinated. On the basis of his results, .Landsteiner was able to classify most human blood into three groups. Within each group the red blood cells of any 23 individual were not agglutinated by the serum of any other person in that group. In 1902 two of Landsteiner‘s students discovered a fourth and relatively rare group. To explain his results, Landsteiner postulated the presence or absence on the blood cells of two substances (antigens), now known as A and B. The classification of people into four groups was based on the following: (1) A only, (2) B only, (3) both A and B, and (4) neither A nor B. The groups are known reSpectively as A, B, AB, and O. In a given blood sample, the serum did not contain the sub- stances (antibodies) capable of reacting with the substance on the cells (the antigens). In the following the recipro- cal relationships are shown. Reaction of Erythrocytes with AntiSerum with Blood Antigens on Antibodies Anti-A Anti-B Group Erythrocytes in Serum Antibody Antibody 0 None Anti-A - * Anti-B A A Anti-B + - B B Anti-A - + AB A,B None + I + To determine an individual's blood group, a suSpen- sion of the cells is mixed with a serum known to contain only anti-A antibodies and one known to contain only anti-B anti— bodies; it is then examined for agglutination after a few minutes. The results are compared with the chart above. 24 From the above considerations the importance of deter- mining the blood groups before performing a blood trans- fusion is evident. The most important consideration is generally believed to be the effect of the recipient's anti- bodies on the cells of the donor, since the donor's anti- bodies are diluted to the point where they fail to exert any harmful influence on the recipient’s cells. The trans- fusion possibilities found feasible are then: onor Recipien 0 A B AB 0 Yes No No No A Yes Yes No No B Yes No Yes Nog— AB Yes Yes Yes Yes In the period 1900-1940 or so, several important dis- coveries were made: the inheritance of the ABO groups was determined, some of the subgroups of ABO were discovered, part of the ABO chemistry was unraveled, the blood groups MN and P were discovered, and blood-bank techniques continually improved. A new era in blood group work was opened in 1939 with the discovery of the Rh blood groups (to be described later). We now summarize the present stage of knowledge. When certain foreign substances (antigens) are injected into an animal, there may appear in the blood serum after a varying amount of time, substances (antibodies) able to react in a 25 specific manner with the antigen that elicited their pro- duction. An animal that produces antibodies in response to injection of antigen is called immunized. The presence of antibody is detected by various reactions characteristic of its interaction with the antigen. These reactions may occur in vitroor in vivo. A brief description of blood is necessary in order to describe these processes in more detail. Blood is a body constituent transporting food and oxygen as well as sub- stances necessary for the defense of the cells against in- vaders. The blood also removes waste products, and aids in controlling the temperature and pH of the cells. About 5 to 10 per cent of the body weight, depending on the Species, is made up of blood. When blood to which anticoagulant is added is allowed to settle or is gently centrifuged, it separates into solid material and a supernatant yellowish fluid. The solid material consists primarily of the erythrocytes (red cells), leucocytes (white cells), and platelets. The supernatant is called the plasma. When the plasma is allowed to clot, part of it, called the fibrinogen, comes out as a fibrous mass. The remaining material is called the EEEEE- Figure 3 is a schematic diagram showing the important components of blood. The serum contains a number of simple inorganic and organic compounds, and a large number of proteins. Mammalian red cells are non-nucleated cells consisting of a complex cell membrane with a "solution" of hemoglobin //, 0 O . o . o '\ /11111141///////// [ii/I‘I7/1/If’frilll' J Figure 3 - , PLASMA 26 Average per cent of total blood Proteins volume Fibrinogen ‘ Albumins Globulins > atS' ugars Amino acids Salts, eto.j SERUM 5” Buffy layer Platelets White cells (leucocytes) FORMED ELEMENTS Red cells (erythrocytes) 45 The essential composition of blood. .(After Cushing, reference 40.) 27 inside, and perhaps an internal structure called EIEEEE: The hemoglobin makes possible the transport of oxygen to a degree approximately 20 times that of mere solution of oxygen in water. The nature of the orienting forces associated with the hemoglobin molecules is unknown, but there is some evidence that the interior of the red cell is in the liquid- crystalline state (63). From evidence based on phase- contrast and electron microscopg and fluorescent—antibody techniques, the membrane seems to be the site of immuno. logical activity. Yet the antigen-antibody reaction may be very subtle, with the peculiar properties of the interior playing an important role. The manifestations of the antigen-antibody reactions most important for our purposes are: (a) precipitation, (b) agglutination, (c) combination with hapten, and (4) lysis. (a) When a soluble antigen is mixed with its apprOpri- ate antiserum, a precipitate of antigen and anti— body is formed. It is generally believed that the precipitate is the result of a union between the antigen and antibody molecules, the resulting antigen-antibody complex separating from the solution. Quantitative analysis of the reaction may be made by a protein analysis of the pre- cipitate. (b) Agglutination, the main topic in this work, will be treated in detail later. 28 (c) The combination of antibody with haptens is des- cribed later in the section on antibodies. (d) Lysis (breaking down of cells) is sometimes the result of the combination of antigen and anti- body. These substances alone do not cause lysis. Additional components (viz., complement) in the serum must be present. The conditions for lysis are in general more complicated than for pre- cipitation and agglutination. There are some antigen-antibody reactions, resulting in agglutin— ation in vitro, but causing lysis in vivo.. The complement is normally present in serum, and is not directly connected with the immunization process. The two general types of in vivo response are: (l) hypersensitivity, an increase in the biological response to the antigen; and (2) immunity, an increase in the resistance to the injurious effects of the antigen. Hypersensitivity is manifested as a shock reaction; immunity gives the individual greater resistance to disease. In hemolytic disease the cause is sometimes the presence of an antibody specific for the individual's red-cell antigens. Although a consideration of the physiological reSponse is valuable,it appears somewhat outside the immediate scope of the present work. In the blood systems with which we shall be mainly concerned, the antigenic material is believed to be on the 29 surface of the red cell. Antigens may be classified on their biological and chemical behavior as: (1) complete (or functional), and (2) incomplete (or haptenic). The complete antigens are those which react in a specific way with anti- bodies, and also induce antibody formation. The incomplete antigens are those which do not elicit antibody formation (unless attached to a protein), but will react in a specific way with the antibody once it has been formed. Antigens are substances of relatively high molecular weight (most are proteins, some are muc0polysaccharides) and their chemical arrangement is known in only a few cases. Landsteiner (41) showed that, by coupling simple chemical sub- stances to protein antigens, antibodies which reacted specifically with the simple substance could be produced. Landsteiner named these substances haptens. The specific activity of the antibody with the hapten may be demonstrated by testing the action of the antibody against the protein and then against the protein with the hapten coupled to it. In this way it becomes possible to observe reactions which are due to the hapten alone. Since the hapten has a known structure, whereas the protein usually does not, it is possible to draw inferences about the nature of the forces involved in the reaction. At present the physical and chemical characteristics that are necessary to make a substance antigenic are not known in detail. Two generalizations may be made in regard to: (1) molecular weight and complexity, and (2) biological 30 relationships. In general, good antigens have a molecular weight of at least 10,000. Between molecular weights of 10,000 and 40,000 there is a fair correlation between the ability of a substance to elicit antibodies and its molecular weight. Above 40,000 the relationship breaks down. A cer- tain degree of complexity also seems to be necessary. For example, there are such proteins as gelatin which have mole— cular weights of about 100,000 and yet are only weakly anti- genic, presumably owing to their relatively simple chemical structure. Normally an animal does not produce antibodies against the constituents of its own body or to components which ordinarily enter into the blood. It has been shown, however, that if the proteins of an individual animal are altered chemically and then injected into the animal, they may elicit antibody production that causes the destruction of normal tissue. In vitro measurements of the potency of an antigen has the advantage that the variability inherent in living animals is reduced. Formation of Antibodies Until recently, ideas as to the site of antibody formation were only speculative. The antibodies are globu- lins, and it was expected that those cells which produce normal globulins also produce antibodies. Recently Nossal and Mgkelg (43) demonstrated antibody formation by single lymph-node cells incubated in microdrops. This finding seems to be strong evidence that antibody formation occurs 31 in lymph cells. There is reason to suppose that antibody formation also takes place in the reticuloendothelial system. Electrophoretic-pattern results have identified most antibodies with the gamma—globulin component of the serum; only a few are identified with the beta-globulin. The molecular weight of the antibody molecules is approximately that of the normal globulin components. The molecular-weight data are based on ultracentrifuge sedimen- tation, light scattering, osmotic pressure, diffusion, and viscosity. Boyd (38) cites a value of about 160,000 as typical for man and rabbit, and the anti-pneumococcus antibody in horse, pig, and cow is about 900,000. It is generally believed that the serum proteins approximate prolate spheroids. The question now arises: how is the body able to pro- duce antibodies? Several theories have been proposed (44). We mention here the template theories and the selection theories. Both types of theory assume that antibodies are developed by a modification of the normal synthesis. Among the most pOpular of the template theories is the one proposed by Pauling. He supposes that the presence of an antigen molecule at the site of globulin synthesis modi- fies the normal sequence in which amino acids are put to- gether to form the polypeptide chains of the globulin. The modified structure of the protein molecule is such that it is complementary to the antigen structure and thus can react specifically with it. The chemical components of the 32 globulin and the sequence are supposed to be the same, but the antigen influences the folding of the polypeptide chain. The theory is simple and offers a lucid explanation of the Specificity of antibodies. The essential distinguishing fea- ture of this class of theories is that the information comes from outside the cell. An objection to the template theories is the persistence of antibody formation long after the anti- gen has disappeared. The selection theories, of more recent origin, have been prepared by Jerne, Burnet, and Lederberg. One form of the theory proposed by Jerne supposes that globulin mole— cules of a very wide variety of configurations (and there— fore of specificities) are continually produced by the body. An antigen is presumed to combine with those molecules of the correSponding Specificity. The antigen-globulin complex is then phagocytized, transported to the antibody-forming cells, and there dissociated. For some unSpecified reason, the body is supposed to discard-the antigen, and to continue to make more globulin molecules like those which combined with the antigen. The entry into the circulation of the new Specific forms constitutes the rise of antibody level. In selection theories of antibody formation, the in- formation as to the construction of the antibody is assumed to exist within certain of the protein—forming cells in the animal. The presence of an antigen serves merely to stimu- late the proliferation of those cells Specific to it. That is, a given antigen selects for multiplication the 33 clone of cells that can react with it. Each cell of the clone knows how to make the Specific antibody even though the complementary antigen may never have entered the body. The primary motivation for acceptance of this theory is that it can explain the differentiation between the self and the non-self. Normally the body does not produce antibodies against its own proteins, although evidently it can produce antibodies against almost any foreign protein or certain other complex molecules. The clonal-selection theory ex— plans this lack of self-selsitivity as follows: during embryonic life the immunological cells mutate frequently, and produce all possible antibody patterns, some of which match antigens native to the body. These antigens will kill cells having the complementary pattern and leave only the cells with antibody patterns correSponding to foreign antigens. Later in life, a foreign antigen will stimulate Specific cells to proliferate rapidly and produce the corresponding antibody. The principal objection to this theory is the hugeness of the information store that must be carried in the body. But if the antigenic determinants-~the sites of specific chemical activity-~are small enough, their number is not inordinately large. Proponents of the theory estimate that perhaps only 10,000 different patterns are needed. At present, no experiment has been devised that re- quires either theory to be rejected. It may turn out that a complete explanation will eventually be provided by a more general theory incorporating the mechanisms of both instruc- tion and selection. 34 The Rh Blood Groups In 1939 Levine and Stetson (45) reported the finding of an unusual antibody in the serum of a woman (with a history of several miscarriages) who had given birth to a dead fetus. This antibody did not react with the cells of the mother herself, but did with the cells of the father as well as with those of approximately 80 per cent of individuals in blood group O. Levine and Stetson inferred that the fetus had inherited an antigen from the father, and that the mother had become immunized by fetal red cells. In 1940 Landsteiner and Wiener (46) immunized rabbits and guinea pigs with blood cells from the rhesus monkey. After removing species—~characteristic antibodies from the serum of the rabbit-—they found an antibody which agglutin- ated red cells of the rhesus monkey and also of 85 per cent of white people tested in New York. Landsteiner and Wiener named the new antibody anti-Rh, after the rhesus monkey. Individuals whose cells were agglutinated by the new anti- body were called Rh5positive. In that same year Wiener and Peters (47) showed that this anti-Rh antibody was the same as that which caused hemolytic reactions in patients who had received repeated transfusions of ABO-compatible blood. In 1941 Levine and his associates (48) found evidence indicating the Rh incompatibility to be the cause of the syndrome known as erythroblastosis fetalis. It became evi- dent that this disease occurred in an Rh-negative mother carrying an Rh-positive fetus. The Rh antigens of the fetus, 35 through placental transfer, caused the mother to produce anti—Rh. More than one pregnancy is necessary to build up a significant level of Rh—negative antibody. This antibody passed back to the fetus and destroyed the fetal cells by hemolysis. By 1943, several types of Rh antibodies, designated as anti—C, anti-D, anti-E, and anti-c were known. Fisher (37), in a theory presented in 1943, assumed that since the actions of anti—C and anti-c were antithetical, the genes and anti- gens identified by these two antibodies were alleles. Two other serums, anti—D and anti-E, which were available in English laboratories at that time, were not antithetically related to any known serum. In Fisher's theory each of the six Rh antigens (four known, two proposed) was produced by a single gene, and these occurred in three alleleic pairs: D-d, C-c, and E—e. Another theory, due to Wiener, assumes that a single gene with multiple alleles is involved in the production in all of the six antigens. As the complexities of the Rh system unfolded, Wiener postulated additional genes. Moreover, Wiener, in 1946, challenged Fisher's theory and stated that two additional factors, d and e, pre- dicted by Fisher could not exist. Within a few years, how- ever, the predicted factors were discovered. But Wiener still did not accept the Fisher theory and the controversy is still unsettled. In the words of Race and Sanger (1958): 36 The existence of three sites where Mendelian sub- stitution can go on seems to us unassailable, and to argue whether the three sites are to be placed with- in or without the boundary of gene appears to be particularly unprofitable at the present time when no one seems to know what the boundaries of a gene are. Each of the two foregoing theories has its own system of notation. The Fisher scheme leads to the Fisher-Race system. The Wiener system is more complicated than the Fisher-Race system, owing largely to its lack of theoretical simplicity. For a thorough discussion of the anti-Rh groups, Race and Sanger (37) should be consulted. Here is an example of the terminologies: Gene Combinations Rh Antigens Fisher- Fisher- Race Wiener Race Wiener DCe R1 D RhO DcE R2 C rh' Dce RO E rh” DCE RZ d HrO dce r c hr‘ dCe R' e hr" ch R" dCE R Y Agglutination The agglutination reaction is presumably no more than the precipitation reaction occurring at the surface of the particle, the antibody molecule forming a bridge between the antigen molecules on different particles. Because the 37 particles give large volume relative to the antigen and anti- body molecules; the reaction is effectively amplified on a volume basis, as compared with direct precipitation. Hence agglutination will produce a visible reaction at far lower concentrations than will precipitation. It is sometimes possible to extend the range of ag- glutination tests by coating red cells or latex particles with an antigen, and then mixing the cells or particles with the appropriate antibody. Fluorescein-labeled antibodies have been used in agglutination tests to locate specific antigens on the surface of red cells, bacteria, and protozoa. Under proper conditions, certain fluorescent aromatic iso- cyanates will combine with the free amino-groups of protein molecules without interfering with the Specificity of the antibody. When the labeled antibody then combines with the antigen, the site of the reaction can be identified by fluorescent microscopy. Masouredis (49), with 1131—1abeled anti-D, found that homozygous DD cells bound about 1.6 times as much antibody as did heterozygous Dd cells. He calculated the number of combining sites to be about 6,400 for the heterozygous cells and 10,300 for the homozygous cells. This ratio showed that the D+ blood group antigens were heterogeneous and genetic- ally determined. Cohen and Zuelzer (50), by use of the fluorescent- antibody technique, identified blood-group antigens in erythrocytes. They were able to demonstrate the factors A, 38 B, and a variety of Rh antigens. By hemagglutination-inhibition studies it is possible to gain information about the nature of antigen. The in- hibition of the usual agglutination reaction is a result of the combination of a substance with the antibody in question. The substance apparently combines with the antibody because it is structurally similar to the original antigen. It is possible to learn about the nature of the antigen by deter- mining what type of substance will inhibit a particular antigen-antibody reaction. By inference, one also obtains information about the antibody molecule. In the case of hemagglutination inhibition, a chemical substance is added to a solution containing a known antibody. Red blood cells carrying the correSponding antigen are added. If the usual agglutination does not occur, then it is assumed that the chemical, by virtue of its similarity to the antigen, has combined with the antibody leaving less free antibody to combine with the antigen on the red blood cells. The inhibition of anti-D, anti-C, anti-E, anti—c, and anti-e by four ribonucleic acid derivatives was reported by Hackel £2.2l- (51, 52). This work suggests that the Rh antigens are at least partly nucleotide in nature. This sug- gestion was given further support when Hackel and Smolker (53) found that treatment of erythrocytes containing Rh anti- gens by the enzyme ribonuclease lowered the agglutinability of the cells. Their hypothesis was that if any of the 39 antigenic Specificity of the Rh system was due to ribonucleic acid derivaties, then the enzyme ribonuclease should remove them from the cell membrane. The hypothesis was supported because the Rh antigens were affected and the others were not. There are antibodies (called incomplete or blocking) which by themselves do not cause agglutination in saline, but which have the same specificity as those antibodies which do agglutinate red cells in saline. These incomplete anti- bodies will agglutinate erythrocytes suspended in a protein medium. The presence of incomplete antibodies is particul- arly dangerous because it is not detected by ordinary aggluti- nation or precipitation tests. A Special procedure, the Coombs test, has been developed for the detection of these antibodies. It is based on the fact that antibodies are globulins which are almost identical with normal globulins. Now, normal globulin--as well as antibody globulin--in humans is, of course, antigenic in rabbits, for instance. Antiserum from a rabbit immunized by injection with human globulin will then react with human globulin, whether normal globulin or globulin modified into antibody. Normal globulin is not ordinarily attached to the surface of erythro- cytes, whereas antibody globulin is. Hence, the presence of an incomplete antibody in a human will cause attachment of globulin molecules on the surface of erythrocytes; and the presence of these globulin molecules will be manifested through agglutination by globulin antiserum. The test then 40 consists of the following: erythrocytes to be tested are separated from the serum and washed thoroughly in saline. Anti-human globulin is added to the cells. Agglutination occurs if the cells are coated with incomplete antibody; a negative reaction indicates the absence of such an antibody. Anti-human globulin is a specific reagent usually prepared by immunizing rabbits. Statement of the Problem General Considerations Concerning the Effect of Magnetic Fields on Biological Processes As has already been stated, the homogeneous magnetic field can only exert a torque on magnetic dipoles. It has been shown that the action of this torque on individual iso- lated atoms in material of biological interest is insignifi- cant compared with thermal action. If there exists in Some biological process an action which depends on mesomorphic states, in particular, the nematic state, then it is possible that the action could be influenced by magnetic fields. The occurrence of the nematic form of the mesomorphic state, the form which is readily influenced by magnetic fields, is a question which seems to be practically uninvestigated. We may also infer that the biological effects of magnetic fields are probably subtle; else they would have been discovered a long time ago. Hence, if we hope to de- tect effects we must be prepared to either investigate very 41 sensitive biological processes or to develop Sensitive in— strumentation. In view of the fact that little is known about the molecular structure, let alone function of the biologically important molecules, we can only make hopeful guesses about what processes should be studied. We should choose an ex- periment which ideally has the following characteristics: (1) it should be capable of yielding reproducible and un- ambiguous results, (2) the experiment should be sensitive, and (3) the process should be one which has been fairly well studied so that normal behavior is easily recognizable. With these ideas in mind, we chose the agglutination in the Rh system as the object of study. Specific Effects of Magnetic Fields in Agglutination, in Particular on Human-Erythrocyte Agglutination The agglutination reaction in human-blood systems is one of the most intensively studied subjects in biological science. With reSpect to the items (1), (2), and (3): (l) Agglutination has the advantage that it is . carried out in vitro, and thereby relatively independent Sf—TETTEtionS in a particular animal. _ (2) Agglutination, in particular, the Rh system,is one of the most sensitive phenomena occurring in serological reactions. (3) The antigen-antibody Shows high specificity of the type shown throughout the whole biological world. II. EVALUATION OF THE EFFECT OF MAGNETIC FIELDS ON AGGLUTINATION: VISUAL SCORING In the first experiments, the visual scoring technique, as developed by Race and Sanger (37), was adopted because of its simplicity and wide acceptance. Materials and Procedures Capillary blood was drawn from the fingers of D+ indi- viduals. The blood was collected in a test tube filled with normal saline solution (0.9%) and washed three times with saline. The cells were then made into a 2 per cent suSpension. The antiserum was serially diluted with saline in factors of two, from full strength to a dilution of 1024. TenLA of the cell suSpension was added to 10A of the antiserum (in various dilutions) in 6 x 50 mm test tubes. The mixture was then incubated for various lengths of time, first in an oven, but later in a water bath main- tained at 37.5: 0.1 C. The work with the A, B, 0 system was done at room temperature. Antisera from Knickerbocker Biologicals, Inc. and the Ortho Pharmaceutical Corporation were used. At the end of the incubation time the mixture of cells and antiserum was withdrawn from the test tube and gently smeared on a microscopic slide. The test specimens incu— bated in the magnetic field and the control specimens 42 43 incubated outside the magnetic field were put on the same slide to facilitate comparison. Magnetic Fields Magnets Permanent magnets.-—Alnico horseshoe magnets were available from discarded magnetrons. Two magnets were clamped with opposite poles facing, an iron block being placed between one pair of faces, the samples being placed in the gap between the other pair of faces. For homo- geneous fields ferromagnetic material was excluded from the gap. For inhomogeneous fields, suitably-shaped soft-iron pole pieces were fastened to the faces of the gap. These faces were l—inch by 3-inches rectangles, the gap being typically l-inch. Under these conditions, the field was about 3,000 gauss, with gradient less than 200 gauss/cm over a region about 3/4 inch by 2-1/2 inches. By putting on a wedge pole piece, the field could be increased to 7,000 gauss at the apex, falling to 3,000 gauss at the other side of the gap, to give gradients of about 3,000 gauss/cm and field strengths of about 4,000 gauss at the location of the samples under study. The permanent magnets, along with the controltube holder, are shown in Figure 4. Electromagnets.--Two kinds of electromagnets were available for the study. A pair of smaller ones (Model R3), Modern and Classical Instruments Corporation, Livermore, 44 A“, Figure 1|». The permanent-magnet fixture in the water bath. me 6 x 50 mm test tubes used in the. tests are Shown in the magnetic field. The control appears near the magnet. 45 Figure 5. The Model 11-8 electromagnet with the temperature fixture in the field. 46 California, had l-l/2—inch circular pole faces and a gap ad- justable from 0 up to 8 inches. The coils were watercooled, and would set up 15,000 gauss in a 3/4-inch gap when fed with 5 amperes at 100 V d-c. A larger electromagnet (Model L128, Harvey-Wells Corporation, Framington, Massachusetts) had 12-inch circular pole faces and a fixed 2-inch gap. Its water-cooled coils set up a field of 12,000 gauss when fed by 50 amperes at 100 V d-c. The electromagnets are shown in Figures 5 and 6. Visual Evaluation Each pair of smears was examined by direct vision at the heavier agglutinations and microscopically at the weaker agglutinations. The observer rated each smear for its de- gree of agglutination on the following scale originated by Race and Sanger (37). +++ = agglutination clearly visible to the naked eye ++ = very large agglutinates seen microscopically + = large agglutinates seen microscopically (+) = smaller agglutinates seen microscopically w = the smallest definite agglutinates no agglutination and cells evenly distributed These readings are scored by giving the reactions the follow- ing values: +++ = 10, ++ = 8, + = 5, (+) = 3, w = 2, and - = 0. To compare the agglutination in a serial dilution of two samples, the scores are totaled and compared. Field Mapping Probes.--The field intensity B was measured by Hall- effect instruments (Instrument Systems Corporation, Model A- 47 me Model L-128 electromagnet with test-tube holder in position. The temperature-controlled water supply enters and leaves through the rubber tubes shown . Figure 6 . .¢.ou=www cw cacao uaoaowamuum uocwma unocmEuoa onu mpfioww osu mo ooh:Om oLH .poaonma mm :uwcouuw ucmumaoo mo wooH one mocwa unoucoo one .mownnum :oHumcfiuDwam now mondu umou mo aOMunom ecu um paowm owuocwme onu «O on: - n enamwm ' I"! II” n duh: 48 H 49 102) and by flip-coil methods (Rawson, Model 720). The instruments were checked against a reference magnet (Rawson, Type 721) and against a nuclear-magnetic-resonance magneto- meter. The probes were held at the end of a nonmagnetic extension arm clamped to a milling-machine bed. The probes could easily be positioned to 0.01 inch for surveying the field. The gradient, dB/ds, in any given direction was ob- tained by calculation. The fields were mapped for the vari- ous geometries and magnetomotive forces used in the experi- ments. Figures 7 and 8 show the results of a typical field mapping.- Test-Tube Holder A fixture to hold the samples in the field of the 12- inch magnet was constructed and is shown in Figure 9. The temperature in the fixture was held at the desired point by circulating water from a controlled bath through it. The temperature gradient between any pair of tubes as determined by thermocouple measurements was less than 0.1 C.-deg. A similar fixture was constructed to keep the control samples at the same temperature. The water bath fed the fixtures in parallel so that the temperature difference between them could be minimized. The difference was kept to 0.1 deg.-C. Results Visual Scoring Effect of concentration.-—With anti-D (anti-Rh) an L 4 l2 XIIC) dB/dZ 8’ o 0.2 0.4 0.6 0-8 DISTANCE 2 FROM EDGE (in.) flat ppme face Figure 8 - Plot of magnetic field quantities as a function of distance 2 from apex of iron wedge placed in gap to produce inhomogeneous field. The magnetic field intensity B determines the force on permanent dipoles in the field; the product B dB/dz determines the force on induced dipoles in the field. L4 . rubber hose (In easurements in inches) Figure 9 - The test-tube holder used to position the test tubes in the field of the large electromagnet. | l [IITL'I'II 1"1'1111' [i EI'I Figure 10 - Schematic drawing of the Coulter counter. The circled insert shows the aperture through which the blood cells are drawn. A = aperture, S = saline, M = mercury, V = vacuum, B breaker contacts, E = electrodes. 53 enhancement of agglutination in a magnetic field was observed. Table 2 shows the results of a typical experiment with anti—D serum and D—positive cells. At the highest concentrations, no difference was scored, the agglutination being maximal on the Race-Sanger scale even though greater clumping was ap- parent for the sample incubated in the field. For inter- mediate and low concentrations, a scoring difference is ob- served. The overall results on the Race-Sanger scales give a total score of 74 to 56, an enhancement of 32 per cent on this arbitrary scheme. Effect of field strength.-—Similar runs were made in more or less homogeneous fields, the average strengths run— ning from about 20 to 5,000 gauss. The results are Shown in Table 3. When D-negative cells were incubated with anti-D Serum, no reaction occurred at any of the field strengths used, thereby indicating that the magnetic field does not produce non-specific agglutination. Table 4 shows the effect of a high magnetic field on the anti-D reaction. Effect of antiserum type.--Similar results were ob- tained with cells of other D-positive genotypes against anti- D serum. Anti—C (anti—Rh') and anti-E (anti-Rh") sera against appropriate positive cells yielded essentially the same pattern as anti—D serum. Anti—c (anti—hr') and anti— e (anti—hr") have not yet been tested because of the in- creased complexity of the technique without commensurate in— crease in information likely to be obtained. 54 TABLE 2 EFFECT OF ANTISERUM CONCENTRATION ON ANTI-D REACTION WITH D-POSITIVE CELLS (Field Strength = 2,000 Gauss) Serum Dilution Field Control Neat +++ +++ 2 +++ +++ 4 +++ +++ 8 +++ ++ 16 +++ ++ 32 ++ + 64 + <+> 128 + w 256 (t) - 512 (+5 - Total Scores: 74 56 55 TABLE 3 ENHANCEMENT OF AGGLUTINATION BY MAGNETIC FIELDS (Anti-D Serum, D-positive cells) Field Strength Titration Scores Percent Enhancement (Gauss) Field Control in Field -- 57 57 0 23 56 56 0 29 56 56 0 37 56 56 0 53 68 56 21 85 68 56 21 130 70 57 23 200 70 59 19 400 70 56 25 800 70 56 25 2000 74 56 32 3000 68 52 31 5000 74 57 30 56 TABLE 4 EFFECT OF MAGNETIC FIELD ON ANTI-D REACTION WITH D+ CELLS (Field Strength = 16,000 Gauss) Serum Dilution Control Field Control Field Neat +++ +++ +++ +++ 2 +++ +++ +++ +++ 4 ++ +++ ++ +++ 8 ++ ++ ++ ++ 16 ++ +++ + ++ 32 ++ ++ ++ ++ 64 ++ ++ + ++ 128 + ++ + ++ 256 (+) ++ + ++ 512 w ++ (+) + 1024 _ (+) 2048 - (+) 4096 . _ _£:) 70 88 67 92 57 When the antibodies of the ABO and MN systems were tested in analogous experiments, no enhancement by magnetic fields was observed under the conditions of our experiment and our techniques of observation. These tests were not ex- haustive, however, and we hesitate to claim definitely the absence of effects. Under other conditions, agglutination with these antibodies were, as reported by Foner (65), in- creased by the magnetic field. Effect of incubation period.--For antigen-antibody reactions where enhancement is observed, the incubation period at the normal temperature was varied by factors of one-half and twice the normal period. As a rule, increasing the period increased the degree of agglutinations slightly, but definite quantitative relations have not yet been established. Effect of incubation temperature.--Changes of 1.5 C- deg. above and below the normal temperature showed neglig- ible effects. Effect of field inhomogeneity.--In the experiments described, the fields were only moderately homogeneous. To see whether adventitious inhomogeneity was possibly the source of this effect, strong inhomogeneity was introduced by placing wedge-Shaped iron pole pieces over the magnet faces. When the incubation tubes were placed at the apex of the wedge, the enhancement appeared to be intensified. Experiments to date, however, do not permit meaningful quantitative evaluation of this effect. III. EVALUATION OF AGGLUTINATION: SEDIMENTATION TECHNIQUES From Stokes' formula the terminal velocity of a small sphere falling in a viscous fluid is: v z % (D-d)g r2 = Cr2 7 where v is the rate of fall of the sphere; D and d are the densities of the Sphere and the medium, respectively; g is the gravitational constant; r is the radius of the Sphere; 7 the viscosity of the fuoid; and C a constant. For simpli- city, we take erythrocytes, individual or aggregated, as Spheres. Aggregates of cells will fall faster than indivi- dual cells, and hence the rate of sedimentation may permit an evaluation of the agglutination. The effect of changed sedimentation rate by agglutinins had long ago been noted. In fact, over twenty years ago, Hirst and Pickels (54) in 1942 developed a photometric in- strument to record the course of the settling. In the present work, where the effect sought may be small, the apparatus must permit Simultaneous observation of samples within the field and out of the field. In our laboratory such an apparatus has been designed and built, but results are not yet available. Sedimentation rate was measured in a simple electrical manner by Schwan in 1948 (55). He measured the change in electrical resistivity between two electrodes in a blood 58 59 suspension placed so that the resistivity changed as the cells sank. He found that the resistivity could be Simply related to the sedimentation rate. To use this change in resistivity as a measure of the rate of agglutination, Schwan measured sedimentation rate by observing the change in re- sistance between electrodes placed vertically in the suspens- ion. He was able to measure sedimentation rate with whole blood (containing 40% cells). This method, however, is ap- parently not feasible for our work with dilute suspensions (2%) because the small change in resistivity is masked by Spurious effects from the electrodes and the electronic equip- ment. Our experiments have shown such small differences in resistance that they cannot be meaningfully compared. IV. EVALUATION OF THE EFFECT OF MAGNETIC FIELDSCflQ AGGLUTINATION: PARTICLE SIZING Introduction By far the most extensive work on erythrocyte size distribution was that of Price-Jones (56). By photomicro— graphy of highly—diluted blood smears he obtained size distribution curves for samples of very many kinds of blood. He reported a normal distribution with respect to erythro- cyte diameter with a mean of 7.202 microns and a standard deviation of 0-172AL A distribution symmetric in diameter would, of course, give a distribution in volume skewed to the higher volumes. Price-Jones‘ procedure is time consum- ing and does not give the distribution of cells as they occur in a liquid medium. Automatic instrumental methods giving the distribution in liquid medium are thus highly desirable. The Coulter counter, an electronic instrument developed for this pur- pose,counts and sizes particles suspended in a conducting liquid. The counter was invented by Coulter, U. S. Patent No. 2,656,508, and described by him (57) and Brecher (57). Its use for counting cells was reported in the references just cited and for sizing by Mattern §£_gi.(58). Agglutin- ation of platelets and erythrocyteswwas detected by Halloran et a1. (59), and by Brecher et a1. (60), who used the size 60 61 distribution. Goodman (61) used the Coulter counter in quantitative hemagglutination. Description of the Coulter Counter and Particle-Size Distribution Plotter The instrument Operates on the difference in electrical conductivity between particles in a suspended medium. A sus— pension is pumped through a capillary aperture. The passage of a non-conducting particle changes the conductance to an extent dependent on the system. Accurate solution of the problem Of the change in conductance is extremely difficult, but to a first approximation the change is proportional to the volume of the particle. When constant current is main- tained through the aperture, the voltage is proportional to the change in conductance. The pulses are then counted and sorted. A schematic representation of the instrument is shown in Figure 10. In actual use a known volume of sample must be passed through the orifice,preferably at a constant flow rate. The liquid is forced through hydrostatically. In the present experiments, 0.5 m1. is counted. A constant current passes from known electrodes on the high_pressure side of the aperture to a platinum electrode on the low—pressure side. The polarity Of the electrodes can be varied at will,and it is advisable to alternate the polarity between successive runs to minimize polarization effects. In the case of fragile particles, such as erythrocytes, it is best to use as low a current density as possible in order to avoid 62 damaging the cells as they pass through the aperture, the voltage pulses following amplification and shaping are fed into a scaler. In the Model A counter the input thresh— hold is variable and all pulses greater than a given height are counted. In the Model B counter the upper limit as well can be selected and all pulses with heights between the lower and upper limit are counted. ‘With either model, the size distribution is obtained by successfully varying the limits on the scaler. Obtaining the distribution can be made largely auto- matic with the Model B by automatically setting the succes- sive gate widths and recording the number of counts at each setting by means of the Coulter plotter. The particle size distribution plotter has 25 channels. A stepping switch changes the channels automatic- ally in a sequence from lower to higher ranges. At each step of the sequence a set of pulses is received and the integreated output is fed to a recorder. A typical output curve from the plotter is shown in Figure 11. With this device, using the lOO—micron aperture, the 25-channel distri— bution can be obtained in about 100 seconds. 63 IO AGGLUT HATIG AGGLUTINATIOI mm AMI-D Figure 11. Volume distribution of agglutinated erythrocytes as obtained with Coulter-counter plotter. Note the decrease in spike height in the 7th spike(’Veiaglete). and the rise at about the 17th spike (~doublets). 64 Choice of Aperture Size ‘The choice of aperture size is determined by the size and concentration of the particles counted. The aperture size selected should be small enough to give good resolution and small coincidence rate, and large enough so that clog— ging is negligible. Good resolution is obtained by making the change in conductance relatively large; that is, by mak- ing the volume Of the particles large with respect to volume of the aperture Opening. ”Coincidences,” that is, the occurrence of more than one particle at the same time to give a pulse Simulating the passage of a single large particle can be reduced by using a smaller aperture (or, of course, by decreasing the concentration of particles in the suspension with attendant increase in counting time or statistical error). The Aperture Current and Amplifier Settings On the Model B there are controls for the variation of the pulse amplifier and the current through the aperture. Since the output of the electrodes is clamped regardless of 65 the current passing through the aperture, the pulse height of a given particle will be prOportional to the aperture current. For good resolution it is apparent that higher current densities should be employed. The nominal current through the aperture may be varied from 4 ma. to 0.0625 ma. in factors of 1/2. With a 100-micron aperture, a nominal current Of 1 ma. corresponds to about a current density of 12.7 amps/cm2. In the case Of erythrocytes, the current density must be kept sufficiently low to avoid damaging the cells. The amplifier settings can be used to increase the pulse height, and an increase of a factor of two in the amplification is approximately equivalent to halving the aperture current. It is preferable to use the lowest aperture current feasible in combination with the highest amplification. At high current densities we have found that the blood- cell count is changed and we attribute this to Several ac- companying factors: the heating of the fluid as it flows through the aperture,and the distortion of the cells. The aperture current should be large enough to give pulses high above noise, but should not be SO great as to cause excess- ive heating or disruption of aggregates. Choice of amplification selection determines the size range of the particles that can be counted and the pulse- height resolution. An increase in amplification decreases the range of particle sizes that can be counted and in- creases the resolution available for the distribution. 66 Volume Distribution of Erythrocytes Distribution in Normal Blood Figure 11a shows the record made by the plotter of a 2 per cent solution of normal blood cells in saline. For this record the setting of the counter amplifier was 1/2, the control setting (reciprocal Of the aperture currenD was 2 , and the aperture diameter was 100 microns. The plot is a histogram in which the spike height is proportional to the number of particles whose volume lies between prescribed limits indicated by the abscissa. Each pair Of limits de- fines a ”window" or "gate" on the abscissa scale. The first few peaks come from very small particles existing in the saline or other dilutant alone. This debris is Of little interest in the present work. At the fifth or sixth peak a maximum in height occurs corresponding to a volume of about 85 cubic microns attributable presumably to most probable erythrocyte volume. Later in the work a more precise determination Of the volume distribution was obtained by use of a 50-micron aperture and a modification of the size-distribution plotter. The 50-micron aperture made possible a finer resolution of particle size, since here an individual particle causes a pulse large relative to that Obtained with a lOO-micron aperture. To see whether the data are under statistical control, we made eleven replications of the actual count in each window for a give blood sample. A Specimen of blood was 67 drawn, washed in saline, and made into a 2 per cent suspension in 150 ml saline. From this same beaker ll successive size distributions were Obtained at intervals of about 5 minutes, each run requiring approximately 4 minutes. The data are shown in Table 5. The suspension was stirred between runs, but not during a run. Inspection of the table, as well as formal statistical analysis (chi—square), shows that the distribution in the first two runs differs markedly from that in the last 9. To see whether the last 9 were under statistical control, they were analyzed in the following way. The averages for each of the 17 windows (4 to 20) were computed for the 9 runs. These averages were taken as the theoretical distribution. The difference between the actual count and the average count was then computed, with the results shown in Table 6. These values were then summed to permit chi-square tests to be made. The windows 4 and 5, presumably representing debris or perhaps noise, were discarded in the summation. By the usual rules, a chi—square test would require a chi-square less than 149 at the 5 per cent level. Our value Of more than 200 lies outside this,and by usual statistical procedures we should not say that the data come from a single distribution. At this stage we prefer to state that the pro- cess is not under statistical control,and wish to refine our technique and investigate our apparatus before we pursue the statistics further. The skewness of the size distribution shows then the distribution is not normal. We seek a transformation of the abscissa which may transform the distribution to a familiar 68 m mqmoo Noam Noam Noam Noam Noam mon Noam Noam Noam Noam Noam oweuo>< emaw some eomw omaw memo oeow eeoe ooow mmoe memo seam ashes em om an em mm mm on mm mm as oo om we ee am an em as, me mm om eaa mas as ea mm so so me as mm mm as Hes ooa ma am no sea as aw oaa so so no sea one as sea sea eea mea awe mma oea mea flea mma wma ea .eam mom com mmm 0mm omm eem eem mam com one ma emm wem mam Hem emm 0mm mom Hem mwm Hem mmm 44 How wmm oem now «me eom mmm smm emm mmm emm me see mom oee Hes ome ems moo use see sum mom ma eoo who ome mas one saw mooa ems moo use was as moms sees Home mesa meme sees smma meme mmma mama moms OH News mmea omwa emwa mesa mesa mesa emea mmsa same mesh 0 omoa mods owes owes kwaa mama mme each Hoe Hmea moms w Hmm mem mmm omm oem ems ewm sum eem Hmm emm e as em me Ewen me em as mm me es me 0 me no mo heel on em no em as he mm m sea as ems sea sea ems so was awe see an e as oh 0 w a e m e m- m a CS% 23% Edd Edd 23m 23% Sid and Cid CSm CSm 3OUGM3 oooom me do mua2< 306:0; 0 04000 0O 44-0 0200 000 m40 wo ELOHHmmOH mo 00: 3o: ouoz .moumoounuxuo MM mo aoHuanHHumwv oESHO> a N4 enamfim s>n2u72>> ON m. 04m 0 h m .m v m N 4 4 4 4 4 4 4 4114 4 9.\\na 4 4 0. $1130 30 HBBWON 72 99.99 . 50 p. APERTURE x = ' ‘7 99.9 10: 1/4 KK. CELLS - 99 - 90 - 80 " 70 ‘ GI) F4 Z 8 1 50 m LL] 4 40 “ LL] E: -0 S 420 gs, L) - I0 “ 5 4 2 - I -O.5 Figure 13 - Logarithmic probability plot of volume distribution shown 70'2 in Figure 12. The ordinate is the logarithm of the volume, and the abscissa is the cumulative for that volume, in normal equivalent devianmi 1 1 1111111111 5 6789|O I5 20 DOW :£ “15 i " I 73 Distribution in Agglutinated Blood Figure llb shows a typical plot for a 2 per cent sus- pension Of D+ blood incubated with 1:8 dilution anti-D serum for 45 minutes at 37.50C. The first few peaks again repre— sent dirt and debris that are of little interest in our work. The maximum height occurring again at about 85 cubic microns, presumably the most common erythrocyte volume, but the num- ber is considerably smaller than in the unagglutinated blood. At a volume of about double 85 cubic microns (specifically peaks 13, 14, and 15) another maximum in the height appears. Naturally we attribute this rise to agglutinated pairs of cells. Triplets and quadruplets would be expected to occur, but the resolution of the plotter is not high enough to de— tect the occurrence. The new distribution,being bimodah can no longer be either normal or lognormal. The deviation from either law, of course, may give a measure Of the effectiveness of the agglutinin. It is likely that a superposition of two simple distributions can approximate the actual distribution, but we do not consider an exhaustive search on this question worthwhile. Figure 14 shows the deviation from log normality on a cumulative percentage plot. Figure 15 shows the ratio of corresponding spike heights, as a function of peak height for agglutinated blood in comparison with normal blood. The decrease in singlets is shown by the dropping of the curves below unity around the peak 7, and the rise in the doublet peak appears as the rising of the peaks around peak 13. 99.9 °/. ? x CONTROL ,' -—99°/. 0 AGGLUTINATED if f ‘5 -d!9C)36 . 9’ ‘ ,5;( " 8C)3G O, .4 l o, J H I, 5' )8 ,° 4507.0 I L) 0’ ' a: / uJ / .4 O. ’ T = 37.5 °c . 4 20%; e c= l/ 8 ; . 5 T: 60 min. Tick :3 '5‘ X 0 0 4... .9/0 0 x 1 11111111 11' JV, 1 ' 5 10 20 30 WINDOW (at v01. UME) Figure 14 - Plot is similar to that of Figure 13. For the unagglutinated blood, the plot is nearly a straight line, representing a lognormal distribution. For the unagglutinated blood. the .Auonssa 3O0a43 on HmaofluuoaouOv oes4o> 04044400 mo OOHuOGOM m 00 .04400 pouedquHmwmaa Hmauoc new Oxwwoc 0x400 OO .c3o50 00 0dOwumuuaoocoo 0504Hm> um aofiuma4u54mw0 coma uswwon oxflo0 mo Owumu mo 004a owesuwummoHHEom 1 m4 ouswwm .02 3002.3 0. 0. 0. o. 0 0 4 0 _ 4 4 4 4 4 4 40.0 1A.. 1 0- 44.24 10.0 \s 1 m.ua V. m/ . .... IIII. leflll l\ lllllllllll lllld4o \\.ll m . 0 1% .t -- s 0 0.0 0 ,,. u ... p .0\ @.O X 4 I 1 I x _ 0.0 0 m0. ~.o o I» M .0200 4002440 Ill .55 00...» 00 0.0.4.0... 10 0 76 Choice Of a Statistic to Characterize Agglutination Since the occurrence of agglutination depresses the ' total count in causing several particles to appear as a single conglomerate, the total count serves as an approxi- mate indicator Of the extent of the agglutination. We might wish, however, to take advantage of the fact that formation of doublets (or even triplets and quadruplets) would inde— pendently serve to indicate occurrence Of agglutination. We might suSpect, therefore, that the increase in height of the "doublet peak" could be used in combination with the de- crease in height Of the singlet peak to yield a statistic of high sensitivity. Furthermore, the actual concentration of erythrocytes is variable because of difficulties inherent in the sampling procedure; hence, use of a ratio of peak heights,which to first order should be independent of the concentration,is desirable. Accordingly, we define a statistic D/S intended to represent the ratio of doublet to singlets, but spread out over the peaks adjacent to each maximum in order to diminish statistical fluctuations: D/S a (13 + 14 + 15)/(5 + o + 7). In the same vein we could define a statistic (T/S), or (Q/SL.intended to represent the ratio of triplets to sing- lets Or quadruplets to singlets, etc. Most Of our work to date has been concerned with the statistic (D/S). The choice of statistic to characterize agglutination is, of course, arbitrary; only experience will show what are the more useful statistics. 77 Statistical Behavior Of (D/S) To get some idea of the reliability of the statistic (D/S), we investigate the statistical behavior on repli- cation. When ten replications were made with 2 per cent sus- pension Of freshly drawn unagglutinated blood, the coef- ficient of variation (CV) of (D/S) value was about 10 per cent. The coefficient of variation for the total count N in the same experiment was 3 per cent. The coefficientCA? for agglutinated blood is typically about 6 per ceng and for N about 6 per cent. TABLE 7 RELIABILITY OF (D/S) Sample D/S l 3.38 2 3.19 3 4.06 Incubation time = 30 min. 4 3.49 Temperature = 37.50C. 5 4.07 Conc. antiserum = 0. 6 3.98 7 3.52 Standard Deviation = .346 8 3.35 Coefficient of Variation 9 3.07 (CV) = 9.7% 10 3.70 Ave. 3.58 Dependence of D/S on Concentration C Figure 16 shows the variation of the D/S value as a function of the concentration for D-positive cells incubated with anti-D for 45 minutes. Each point represents the aver— age Of eight samples. The value ofDVSat zero concentration \3 {/4 50- 1 40 ~ x104 304 m \ 0 ANTI-0 20 T=37JS°C ‘r=46nfim IO V __4_._4_______ _______ o L l 1 l 1 I J 1 I C) 02 04 06 03 L0 CONCENTRATION Figure 16 - Agglutination, as measured by D/S, as a function of concentration-for D-positive cells incubated with anti-D serum for 45 minutes at 37.50C. 79 is appreciably different from zero because the normal distribution of normal blood appears to contain some cells with a diameter double that of the average. There is also the possibility that spurious coincidences due to simultane- ous passage of cells through the aperture accounts for this. The existence of rouleaux formation has to also be con- sidered. The value of D/S increases linearly from its value at c = O to about c = 0.8 where it levels Off. The slope of the curve in the linear region is about 50 per unit concen- tration. The ratio of the upper limiting value of D/S to the lower limiting value is about 5 and this is typical of the spread Of this statistic over the range of concentration zero tO unity. Dependence of D/S on incubation period.--It is impor- tant to establish the sensitivity of D/S to the incubation period-~both to determine the timing tolerance for the in- cubation and to get information bearing on the mechanism of agglutination. Figure 17 shows D/S as a function of 't for D-positive blood incubated at 37-1/2OC. with anti-D serum for periods from 10 minutes to 90 minutes. The linear dependence becomes almost a strict proportionality when the residual value of D/S is subtracted, until a saturation at very high concentrations occurs. Dependence of D/S on incubation temperature T.--Just as for incubation period 2:, it is important to establish the 80 O 50 IOO INCUBATION PERIOD T011111.) Figure 17 - Agglutination, as measured by D/S. as a function of incubation time for D-positive cells incubated with anti-D serum at 37.50 at two concentrations. 81 .004300400500 0040005004 030 00 .0005048 m0 404 0.4000 £043 000000004 04400 0>4u4moaun 404 0040040000000 40 00400004 0 00 .m\n an 00400006 00 .0040004054wm< a 04 045040 20. ._.< mkzwozoo . . ¢\m N) ¢\. m) m.) 0 4 4 4 0 4 1 o In 0 l S 1 0. 1 m. 91 1 ON Q1 - o o 0.5» 82 dependence of D/S on incubation temperature T. Figure 18 shows D/S as a function of concentration c for D-positive blood incubated with anti—D serum for 45 minutes at 37.50C. and at 36.7OC. The course of D/S with c is not signifi- cantly different between the two curves. Use of Q/S as a Measure of the Agglutination The count of various windows representing singlets,‘ doublets, triplets, and quadruplets was taken as a function of anti—D serum used to agglutinate D-positive cells incu— bated for 45 minutes and shown in Figure 19. It is evident that the ratio Of quadruplets to singlets seems to vary more rapidly with concentration than either the ratio of triplets to singlets of the statistic D/S. We call this the ratio of quadruplets to singlets Q/S. Figure 20 shows Q/S plotted as a function Of the concentration Of anti-D serum for cells incubated for 45 minutes. The variation in Q/S from very dilute solutiOns of antiserum to full strength is about 100 as compared to a typical variation of 5 in D/S for the same range. Figure 21 shows the variation of Q/S as a function of time fOr incubation of various concentrations of anti-D. It is interesting that the variation in time for this statistic is not as great with D/S. The behavior of Q/S is not as linear as D/S and, therefore, for testing of the magnetic field effects, the latter was used. However, further work on the use of Q/S is necessary. . .55400 c-4000 40 00040040000000 050440> 404 00040540050 000 .00040440 400049500 .0004wc40 004000004000 0300:43 0504u0> :4 000500 . 04 045w4m mumsaz uvzdm 4s 0 0 . E 0. so 0. 4040 ”1 11». 1 N Au 1 e M mu 1; Lw mN_\_ 1 m .cmEm¢ uh. N u hzmmmao .m< Nx. "hi—.4224 . 10. o: _._.Z< 1N. 4 mmN: ”0.x. 0. .oom.mm 00 000504E 00 400 0-4000 0043 000005004 04400 0>40400010 404 0040040000000 40 00400004 0 00 .mxo >0 0005000E 00 .0040004004ww< 1 0m 040w4m o 20:004200200 . 0:. v: 0: 0.: 00: 00: 00.: 000: 0.0: o .mJé u m44mo N\_. u...:1.n:z< 1¢ 1 N) 51.3 "ISNIS / 30V“ 0 N u .mmDo .04 1.0 00-00 "0930 00-0. u 040.0020 1 0 .55 00"» 1 0. 01.424 .. 0 ~o_x10 .014000 40 00040040000000 050440> 404 0540 0040005004 00 00400050 0 00 am\o >0 00450006 00 .0040004054ww< 1 0.550 .. .2; 20.400302. 4N 045m4m 00 .. 00 00 on 00 o. _ 0 0 0 0 0 l N D nu 1 V nu 40 .. 0 / 1 S mu 1 0 MN 4: 1 1. .0 . .. 0 0-.42< 021. 0-0. x1 o. 86 Correlation between Visual and Particle Sizing Measurements of Agglutination In two runs with anti-D serum we attempted to find a relationship between the visual scoring of agglutination and the D/S value from the distribution. The samples were pre- pared in the usual way and incubated for 30 minutes at 37.50C. Figure 22 shows the visual score plotted against the D/S value. The D/S value over the range studied varies by a factor of about 4, compared to a factor of 10 for the visual score. These values would seem to indicate that the visual scoring is more sensitive. A good correlation between the visual score and the D/S could not be established. Dependence of D/S on Magnetic Field Strength B It is plausible that a strong and inhomogeneous mag- netic field will be most likely to affect the agglutination reaction. The field strength in the lZ-inch electromagnet was brought up to B = 16,000 gauss and wedge-shaped pole pieces were used to produce a gradient dB/dz = 1,500 gauss/ cm. Incubation took place at 37-1/20C. for one hour. To see if there was a change in the distribution at a given con- centration, we computed the ratio of the spike height for each window in the distribution obtained for the test sample incubated in the field, to that for the control sample incu— bated outside the field. A plot of this ratio against window number for various concentrations is shown in Figure 23. No meaningful trend can be detected, and we conclude that the magnetic field has no effect on agglutination as measured by the Coulter counter. 87 0040444400 00400 000 404 ..Am\Q >0 0045000444 000 0000 4000500 000 0.00 $4000 000% 0:0 00 004000 000 0000 40503 00030040 00400404400 .. NN 045w4r.4 002.0400 .0400; +++... . . . I. . + «+0 3 .. o. a 0 0. 0 0 c n 0 . o 4 fl _ 4 - d 4 a fi - - o u \\1MIIIIIO... 10 \‘ ....... .wxx--ww0< 20 000.40.... . m ............ s .0 22¢ ... . 0. Q L .m 00 2:0 0 a .5... on.» . v. ~...O_ X1 NN 88 0mm 045m4m .02 2602.3 IMW llxfl£ Pl ”Va hPH o.1H| JJ£K\ mN_\. 000x. 1 11.1 1 l l l ‘9. n.— m.— 5.. O LLVH $5“ .00050 4504 404 00040004 0w040>0 000 0000004004 00400 0004 .UOm.mm 00 0005048 m0 404 .03000 00040040000000 40 E5400 014000 0043 000005004 0403 04400 0>4040001Q .A400E50 3000434 06040> 04040400 40 00400054 0 00 .04044 04000005 0040050 000005004 0040500 4040000 404 00w400 00400 00 04044 04000w0F 04 000005004 0040500 0000 404 00w400 00400 40 04004 000 40 0040 04800440m04480m 1 0mm 045u40 \ .02 2602.; 0.0.0. 0. :0. 0 0 4. 0 0 0 4 01 4 4 4 4 4 4 4 4 4 4 (O \ u l [1111 -°’.¢D.. m.. 4... OLLVH 90 To search for an effect over a wider range of vari- ables, the behavior of the statistic D/S alone was investi- gated. Run after run failed to disclose any difference be- tween the test samples and the control samples. Figure 24, for a typical run, shows D/S as a function of c for D- positive cells incubated against anti-D serum for one hour at 37—1/20C. No trend is evident. 91 . .440 04044 04000w0E 0043 000 00 04044 04000w08 0043 .uom.um 00 0000048 m0 404 0-4000 0043 000000004 04400 0>404000u0 404 0040040000000 40 00400004 0 00 .m\n 00 00400008 00 .0040004004mm< - «N 040040 0 29445200200 _ .. N: . 3.. m: 0:. o _ 1 4 4 00:00 000.9«0 .55 00 «0.. o omfim u... SIG. V. DISCUSSION Visual Method The experiments in which agglutination was determined visually show definite enhancement of agglutination by mag- netic fields of moderate strength. Much more work needs to be done to get quantitative expression of the enhancement, and to see how field strength and field gradient affect the agglutination at varying concentrations of antiserum, and at varying periods and temperature of incubation. Until such information is available, it will be difficult to postulate mechanisms to explain the observed effect. Counter Method The experiments in which agglutination was determined instrumentally, on the other hand, show no response to mag- netic fields. If the counter completely failed to detect any agglutination, it would, of course, be easy to assume that in the counting procedure the aggregates are destroyed, say by being torn apart when entering the aperture. But, as has been established in the present work as well as that of others, agglutination can be detected by the Coulter counter and, in fact, there is promise that antibody titer can be determined by it. Reconciliation of Results Although it may be premature to declare absolutely 92 93 that the discordance is not an artifact, we advance the hypothesis that the effect in each case is real, but the differences in methods of observation result in differences in the kinds of aggregates observed. Specifically, we think that in the visual technique the spreading of the suSpension on the glass slide favors production of aggregates of two or more erythrocytes lying flat side by side, the cell rims being in contact over only a very small portion. Such aggregates are easily noticable under the microscope. In contrast, aggregates consisting of pairs of erythrocytes with one lying flat above the other would not attract at- tention in the visual observation, as the upper cell would shield the lower one from view. In the Coulter counter method, on the other hand, aggregates made up of cells ly- ing in the same plane and touching over only a small portion of the periphery would be easily destroyed, and counted as singlets. The aggregates made up of erythrocytes sticking firmly together on their flat sides are probably fairly sturdy and would pass through as multiplets. In sum, the aggregates discerned readily by the microscope are not de- tected by the Coulter counter; whereas, those detected readily by the Coulter counter are not easily discerned under the microscope. Thus, it is possible that a given method preferentially detects cells agglutinated in a given manner. If it can be substantiated that the two methods do in- deed detect different manners of agglutination, then the 94 discordance between the two methods in fact gives us a new tool for investigating the mechanism of agglutination. Un- til then, we must admit that no effect of magnetic fields of weak or moderate strength has yet proved itself discern— ible by electronic counting methods. Possible Mechanism for Effect of Magnetic Field on Agglutination There seems to be little diSpute that the magnitude of the magnetic interaction energy u.B for a single atom is so small that it will be swamped by thermal energy kT. There- fore, any effect observed at room or body temperature must be based on some sort of cooperative phenomenon (or else some subtle statistical phenomena). Here the magnetic moments are to be coupled in some way so as to have a resultant moment giving an interaction energy large compared with thermal energy. Mathematically speaking, the interaction energy Np.B for N coupled atoms would be about N times that for a single atom, while the thermal energy kT would remain the same. Thus the value of about 10-3 for the ratio of uB/kT for a single magneton at room temperature in a field of 104 gauss could be increased to 10 or even 100 for a swarm 4 or 105 associated molecules. of 10 The most common cooperative phenomena in biological material are likely those concerned with the existence of the liquid—crystalline or mesomorphic state of matter. It is well known that magnetic fields can produce orientation 95 of associated groups of molecules in this state (see, e.g., references 26-28). Substances pass into the mesomorphic state from the solid state by decrease of the long—range binding energies relative to thermal disordering energy, either by increase of temperature or by addition of solvents. Substances pass from the mesomorphic state to the true (iso- trOpic) liquid state by further increase of temperature or further dilution with solvent. It is known that some bio- logical materials exist in the mesomorphic state, in parti- cular, certain erythrocytes (63, 64). Hence, it is not fantastic that some component of human erythrocytes might respond to moderately strong magnetic fields. We suggest tentatively then that erythrocytes are aligned and perhaps even displaced by the action of macro- scopic magnetic fields. Such motion causes some active antigen sites on the cell surface to take up positions favor- able for reaction with antibody, free or bound on sites on adjacent cells. In the case of the anti—D reaction, this type of reaction produces a weak bond, readily disrupted by any sort of mechanical action, such as stirring, smearing, or rapid passage through a narrow orifice. Indeed, the anti-D reaction has the reputation of needing experience and skill to preserve the aggregates under the microscope. There will, of course, be unstimulated agglutination of the same type, as well as of the type where the flat sides of ad- jacent discs are stuck together firmly. Hence the Coulter counter would detect agglutination, but only that resulting in formation of sturdy aggregates. 96 In summary, the salient features of the investigation are the following: 1. The agglutination reaction with human erythrocytes was studied for possible influence by static magnetic fields of moderate strength. Agglutination as detected by visual scoring was enhanced by inhomogeneous steady magnetic fields. Agglutination as measured by the particle sizing methods was not influenced by magnetic fields, homogeneous or inhomo- geneous. 2. Particle sizing methods appear capable of furnish- ing an instrumental method for quantitating agglutination, but only for gross effects. 3. Evidently, differences in methods of observation result in differences in the kind of aggregates observed. Corroboration of such differences might furnish a basis for reconciliation of the discordant results of magnetic tests. 4. Extension of the agglutination studies where en- hancement by magnetic fields is found seems worthwhile undertaking for possible elucidation of agglutination mechanism. 5. Extension of the magnetic studies on other immune reactions should be undertaken to find whether the antibody molecules themselves or the erythrocyte membrane are the seat of the response to the magnetic fields. 10. 11. 12. 13. 14. 15. 16. 17. 18. 19. REFERENCES T. Bonner, Morphogenesis (Princeton University Press, Princeton, 1952). V. Heilbrunn, An Outline of General Physiology (W. B. Saunders, Philadelphia, 1943). Verworm, General Physiology (Macmillan, London, 1899). . Peterson and A. E. Kennelly, N. Y. Medical J. £6, 729 (1892). . Kimball, J. Bacter. 3;, 109 (1938). Barnothy and M. F. Barnothy, Nature 196, 539 (1962). . P. Leusden, Zentralblatt 111, 321 (1929). . W. Jennison, J. Bacter. 23, 15 (1937). . Huzella, Arch. f. exper. Zellforschung. 12, 250 (1934). . Lengyel, Arch. f. exper. Zellforsch. 1;, 246 (1934). . Lenzi, Strahlentherapie 61, 219 (1940). . L. Mulay and L. N. Mulay, Nature 190, 1019 (1961). Payne—Scott and W. H. Love, Nature 137, 277 (1936). F. Barnothy and J. M. Barnothy, Nature 181, 1785 (1958). -- . E. Eislein, H. E. Boutell, and M. W. Biggs, AerOSpace Med. 32, 383 (1961). . P. Thompson, Proc. Roy. Soc. B 82, 396 (1910). . E. Magnusson and H. C. Stevens, Amer. J. Physiol. 29, 124 (1961). . B. Barlow, H. I. Kohn, and E. G. Walsh, Am. J. Physiol. 148, 372 (1946). . A. Brown, M. F. Bennet, and H. M. Webb, Biol. Bull. 119, 65 (1960). 97 20. 21. 22. 23. 24. 25. 26. 27. 28. 29. 30. 31. 32. 33. 34. 35. 36. 37. 38. 39. Lal—‘U'UF‘ 98 . J. Audus, Nature 185, 132 (1960). . W. Ssawasotin, Planta 111, 683 (1930). . E. Beischer, Astronautics Z, 24 (1962). Pasteur, Revue Sci. 3, 7 (1884). . A. Stratton, Electromagnetic Theory (McGraw-Hill, New York, 1941). J. T. Tomlinson, Veliger g, 26 (1959). U) (D’U . W. Gray, Molecular Structure and the Properties of Liquid Crystals (Academic Press, New York, 1962). . G. Chistyakov, Soviet Physics Crystallography 5, 917 (1961) [transl. from Kristallografiya 2, 962 (1960)]. . H. Brown and W. G. Shaw, Chem. Rev; 51, 6 (1957). Inoue and H. Sato, Science 136, 1122 (1962). . W. Selwood, Chem. Rev. 38, 41 (1946). S. Bhatnagar and K. N. Mathur, Physical Principles and Applications of MagnetochemiStry (Macmillan, London, 1935). . A. Parker and H. P. Armes, Trans. Roy. Soc. Canada ‘rg, III, 203 (1924). . Kittel, Elementary Statistical Physics (Wiley, New York, 1958). . A. Harman and H. Eyring, J. Chem. Phys. 19, 557 (1942). . A. Moelwyn-Hughes, Physical Chemistry (Pergammon Press, New York, 1957). Jack Knoll, Ph.D. Thesis, Michigan State University, R. W. 1962. R. Race and R. Sanger, Blood Groups in Man (Blackwell, Oxford, England, 1958). C. Boyd, Fundamentals of Immunology (Interscience, New York, 1956). . Landsteiner, Wien. klin. Woch. 14, 1132 (1901). 40. J. 41. K 42. W 43. G 44. M 45. P 46. K 47. A. 48. P 49. S. 50. F 51. E 52. E. 53. E. 54. 55. H. 56. C. 57a W 57b G. 99 E. Cushing and D. H. Campbell, Principles of Immunology_(McGraw-Hill, New York, 1957). . Landsteiner, The Specificity of Serological Re- actions (Harvard University Press, Cambridge, 1945). . C. Boyd, Introduction to Immunochemical Specificity (Interscience, New York, 1962). . J. V. Nossal and O. Makelg, Sec. Intl. Conf. of Human Genetics, Rome 1961, Excerpta Medica Foundation, New York. . Holub and L. Jarovkova, Mechanisms of Antibody Formation (Academic Press, New York, 1960). . Levine and R. E. Stetson, J. Amer. Med. Assoc. 113, 126 (1939). . Landsteiner and A. S. Wiener, Proc. Soc. Exp. Bio. and Med. 43, 223 (1940). S. Wiener and H. R. Peters, Ann. Internal. Med. 132 2306 (1940). - . Levine, E. M. Katzin, and L. Burnham, J. Amer. Med. Assoc. 116, 825 (1941). P. Masouredis, Science 131, 1442 (1960). . Cohen, W. W. Zuelzer, and M. E. Evans, Blood 16, 884 (1960). . Hackel, R. E. Smolker, and S. A. Fenske, Vox Sanguinis 3, 402 (1958). Hackel and K. S. Spolyar, Vox Sanguinis g, 517 (1960). Hackel and R. E. Smolker, Nature 187, 1036 (1960). George K. Hirst and Edward G. Pickels, J. Immunology 4_5_, 273 (1962). Schwan, Kolloid Z. Bd. 111, Heft 1, 53 (1948). Price-Jones, Blood Cell Diameters (Oxford Press, Oxford, 1933). . H. Coulter, Proc. Nat. Elect. Conf. 12, 1034 (1956). Brecher, M. Schneiderman, and G. 2. Williams, Am. J. Clin. Path. 26, 1439 (1956). 58. 59. 60. 61. 62. 63. 64. 65. 100 F. Mattern, F. S. Brackett, and B. J. Olson, J. Appl. Physiol. 19, 56 (1957). . J. Halloran, W. J. Harrington, V. Minnich, and G. Arimura, Am. J. Clin. Path. 3;, 105 (1961). Brecher, E. F. Jakobak, M. A. Schneiderman, G. 2. . Williams, and P. J. Schmidet, Ann. N. Y. Acad. Sci. 23, Art. 2, 242 (1961). S. Goodman, Nature 193, 385 (1962). C. Lausbaugh, J. A. Maddy, and N. J. Basmann, Blood ' 29, 233 (1962). Ponder, Hemolysis and Related Phenomena (Grune and Stratton, New York, 1948). . Ponder, The Mammalian Red Cell and the Properties of Haemolytic Systems (Verlag von Gerbruder Borntraeger, Berlin, 1934). Foner, Biophysical Society, Seventh Annual Meeting, February 18-20, 1963, New York City. APPEND IX Fractional Width of the Lognormal Distribution The lognormal distribution is characterized by: I 'Qflfl—Ut dJll‘) ? € 20‘ 44 VOW/TF7 where the median is taken as l, and V is the standard devi- -02 ation. The mode is at 6 The value of x at which the ordinate is half the mode is given by the equation. ‘0L_______A_(1~) : {71' é§-;Ly 41.00::an M40191 8‘02) 0/ \ : @qx) | l Ep'q%;37rz: a 119W Q, 2 : O‘VETFWE.‘61 (NEW - fist—‘83: s: a} OY a 10.1. ._ t 6 a (M541) +QG22332‘i—‘t 0“,; O U St: “6" 5"" 62‘ View-(ct 961%??— -e‘G€r¢:Qm -61 tfvahfl “Avamdw1Jv%=Xid-=e (6 -€ Ax= ae :WCU‘WD 3"“ 3...). (I (770‘) .935...— — 98-61M0J770‘) QM [/J770") 0M.) " ‘ —¢’- : ax M e This is the equivalent of Lushbaugh's (fl) calculated for the lognormal distribution. Various values of (M w) for individuals in our laboratory were computed using a lognormal distribution. The results shown on the following page are in close agreement to those of Lushbaugh. 101 o w. a: :> <4 x 6) EU H a) (n W Mode (windows) 9.0 8.2 9.2 10.2 9.4 8.6 102 .20 .26 .21 .18 .25 .25 (MM) .48 .62 .60 .43 .59 .59 "I1111111111111“