A neural net capable of competitive and cooperative computation

An algorithm of learning in multilayer threshold nets without feedbacks is proposed. The net is. built of threshold elements with binary inputs. During a learning process each input vector x is accompanied by a teacher's decision ({1,...,M}). The pairs (x[n], [n]) appear in successive steps independently according to some unknown stationary distribution p(x,). The problem of learning of a threshold net has been decomposed to a series of problems of learning of the threshold elements. The proposed learning algorithm of the threshold elements has a perceptron-like form. It was proven that a decision rule of the threshold net stabilizes after a finite number of steps. For definite classes {p(x, )} _* ^K of distributions p(x,), an optimal decision rule stabilizes after a finite number of steps. These classes {p(x, )} _* ^K also contain distributions describing learning processes with perturbations.     

Evidence for "twisted plane" undulations in golden hamster sperm tails

Motile spermatozoa from the golden hamster have been arrested by rapid freezing and then fixed with glutaraldehyde at low temperature after substitution with ethylene glycol. As far as can be judged, the flagellar waveforms thus stabilized are similar to those seen in living sperm; in contrast, fixation in glutaraldehyde, without prior freezing, induces agonal changes in flagellar conformation. The characteristics waveform after freeze substitution contains three bends. Approx. half of these flagella are entirely planar. The rest are three dimensional, with the third bend displaced in a regular way from the plane containing the proximal two bends. From the geometry of these flagella, it is concluded that the plane of action of a given bending cycle undergoes a clockwise twist (from a forward viewpoint) as the cycle is succeeded by new bending cycles. This "twisted plane" undulation is quite different from helical movement. The twisting seems to occur abruptly, between cycles, as if each bending cycle has a preferred plane of action. The mechanism underlying the twisting is uncertain. However, on the basis of the angular displacements between the preferred planes, and the findings from electron microscopy, the following idea is presented as a working hypothesis: that, if the most proximal plane of bending is topographically determined by peripheral doublet 1, then successive distal planes of action are influenced predominantly by doublets 2, 3, etc., in clockwise sequence. The merits and weaknesses of this hypothesis are discussed.     

Expression on normal lymphocytes of two cell surface antigens, XenCSA and GIX, related to the major glycoproteins (gp70) of murine leukemia viruses

XenCSA and GIX are two cell surface antigens related to the major envelope glycoproteins (gp70) of murine leukemia viruses. The levels of expression of these gp70 determinants were assessed in 36 recombinant inbred mouse strains and selected backcrosses derived from crosses between C57BL/6 with DBA/2 and C3H/He. These two antigens segregated in backcross mice and showed a different strain distribution pattern among the recombinant inbred mice, demonstrating that XenCSA and GIX are distinct genetic markers for different endogenous gp70 sequences. It was also shown that independent sets of gene regulate the expression of XenCSA and GIX.     

Genetic and functional analyses of the primary in vitro CTL: Response of NZB lymphocytes toH-2-compatible cells

Spleen cells from NZB mice make an unexpected primary cytotoxic T lymphocyte (CTL) response to BALB/c cells in vitro. In this study, it is shown that this response is comprised of at least three independent components. These include a response to antigens recognized in association with H-2^d products, a response to Qa-1^b-associated antigens which is notH-2-restricted and a response directed toward antigens not associated with either H-2^d- or Qa-1^b-coded determinants. The last response appears to be the weakest of the three. In addition, cells from NZB F₁ mice which were either homozygous (Qa-1 ^a /Qa-1 ^a ) or heterozygous (Qa-1 ^a /Qa-1 ^b ) forQa-1 alleles, all responded to BALB/c cells. These data suggest that the NZB CTL response to BALB/c cells is not solely dependent on antigens coded for by genes in theH-2D-Tla region for either the sensitization or effector phases of the response. The ontogeny of the NZB anti-BALB/c CTL response coincides with that of a number of B-cell abnormalities but is shown in experiments with-suppressed NZB mice to be independent of B-cell dysfunction. Studies with (NZB x B10.D2)F₁ + B10.D2 mice demonstrated that the anti-BALB/cCTL response to antigens coded for outside ofQa-1 is governed by at least two genes. Finally, it is shown that another conventionallyH-2-restricted response, that to TNP-modified isologous cells, is neither significantly cross-reactive nor markedly elevated in NZB mice. — The foregoing observations suggest that some subsets of NZB T lymphocytes are intrinsically abnormal. The possibilities that the apparent hyperreactivity of NZB CTL precursors, evidenced in the response to BALB/c cells, is primary or results from the secondary effects of excess T-cell help are discussed.     

The role of antibody in recovery from experimental rabies. I. Effect of depletion of B and T cells.

The avirulent high egg passage (HEP) strain of rabies virus produces an inapparent infection limited to the central nervous system (CNS) in intracerebrally inoculated adult mice. Heavy chain isotype (anti-mu antiserum) immunosuppression potentiates the infection, with a mortality of about 60% and with elevated virus titers in the brain. Anti-mu-treated mice fail to raise antibody responses to rabies virus although their T cell function is normal when measured by the concanavalin A response of splenic lymphocytes. This indicates that the B cell response plays an important role in clearance of rabies virus from the neuroparenchyma. Treatment with cyclophosphamide or by adult thymectomy, x-irradiation, and bone marrow reconstitution potentiates HEP infection to a greater extent than does isotype suppression. Since these suppressive techniques impair both T and B lymphocyte responses, the data suggest that cellular immune mechanisms may also contribute to host defenses against this central nervous system (CNS) virus infection.     

A DNA primer/probe system for the rapid and sensitive detection of Mycobacterium tuberculosis-complex pathogens

A 1.5 kb EcoRI-BamHI restriction fragment from Mycobacterium tuberculosis was found to hybridize specifically with genomic DNA from M. tuberculosis-complex organisms. Primers were designed from the terminal sequences of this fragment and used to amplify uniquely M. tuberculosis-group DNA in a polymerase chain reaction. It is suggested that a combination of these primers and probe will prove a useful tool for the early diagnosis of tuberculous infections.     

Long-term effects of dexamethasone and nerve growth factor on adrenal medullary cells cultured from young adult rats

Summary Normal postnatal rat chromaffin cells and rat pheochromocytoma cells are known to show extensive Nerve Growth Factor (NGF)-induced process outgrowth in culture, and this outgrowth from the postnatal chromaffin cells is abolished by the corticosteroid dexamethasone. To determine whether adult rat chromaffin cells respond to NGF and dexamethasone, dissociated adrenal medullary cells from 3-month-old rats were cultured for 30 days in the presence or absence of these agents. Such cultures contained typical chromaffin cells, chromaffin cells with processes, and neurons. Fewer than 2 % of normal adult chromaffin cells formed processes under any of the conditions studied, and statistically significant changes in this proportion were not detectable in the presence of NGF or dexamethasone. Adrenal medullary neurons, however, were observed only in the presence of NGF, in cultures with or without dexamethasone, and thus appear to be previously unreported NGF targets which require NGF for survival or process outgrowth. Dexamethasone markedly increased total catecholamine content, total content of epinephrine, and tyrosine hydroxylase activity in cultures with or without NGF. In contrast, postnatal rat chromaffin and rat pheochromocytoma cells which have been studied in culture do not produce epinephrine under any of these conditions. It is concluded that rat adrenal chromaffin cells undergo age-related changes in both structural and functional plasticity. The in vitro characteristics of rat pheochromocytoma cells more closely resemble those of postnatal than of adult rat chromaffin cells, but may not entirely reflect the properties of the majority of chromaffin cells in either age group.     

Wild mouse ecotropic murine leukemia virus infection of inbred mice: dual-tropic virus expression precedes the onset of paralysis and lymphoma.

NFS/N mice inoculated at birth with an ecotropic murine leukemia virus (Cas-Br-MuLV) obtained from wild mice developed hind limb paralysis beginning at 7 weeks of age and nonthymic lymphomas beginning at more than 20 weeks of age. Studies of 1- to 7-week-old Cas-Br-M MuLV-infected mice showed the following: (i) a marked increase in nonecotropic MuLV-related antigens on spleen cells but not thymocytes beginning at 2 weeks; (ii) the appearance of dual-tropic mink cell focus-forming (MCF) MuLV-related gp70 in spleen but not thymus or brain cells at 4 weeks; and (iii) the isolation of infectious MCF MuLV from spleen cells of 7-week-old mice. A role for MCF MuLV in Cas-Br-M MuLV-induced nonthymic lymphomas is indicated by these studies, and a role for recombinant MuLV in neurological disease is considered.