Neural Networks as Cybernetic Systems (3rd and revised edition) - Part 2

eural Networks as Cybernetic Systems is a textbox that combines classical systems theory with artificial neural network technology. This third edition essentially compares with the 2nd one, but has been improved by correction of errors and by a rearrangement and minor expansion of the sections referring to recurrent networks. These changes hopefully allow for an easier comprehension of the essential aspects of this important domain that has received growing attention during the last years.

Intussusceptive angiogenesis: its role in embryonic vascular network formation

Intussusceptive angiogenesis is a novel mode of blood vessel formation and remodeling, which occurs by internal division of the preexisting capillary plexus without sprouting. In this study, the process is demonstrated in developing chicken eye vasculature and in the chorioallantoic membrane by methylmethacrylate (Mercox) casting, transmission electron microscopy, and in vivo observation. In a first step of intussusceptive angiogenesis, the capillary plexus expands by insertion of numerous transcapillary tissue pillars, ie, by intussusceptive microvascular growth. In a subsequent step, a vascular tree arises from the primitive capillary plexus as a result of intussusceptive pillar formation and pillar fusions, a process we termed "intussusceptive arborization." On the basis of the morphological observations, a 4-step model for intussusceptive arborization is proposed, as follows: phase I, numerous circular pillars are formed in rows, thus demarcating future vessels; phase II, formation of narrow tissue septa by pillar reshaping and pillar fusions; phase III, delineation, segregation, growth, and extraction of the new vascular entity by merging of septa; and phase IV, formation of new branching generations by successively repeating the process, complemented by growth and maturation of all components. In contrast to sprouting, intussusceptive angiogenesis does not require intense local endothelial cell proliferation; it is implemented primarily by rearrangement and attenuation of the endothelial cell plates. In summary, transcapillary pillar formation, ie, intussusception, is a central and probably widespread process, which plays a role not only in capillary network growth and expansion (intussusceptive microvascular growth), but also in vascular plexus remodeling and tree formation (intussusceptive arborization).

In situ dehydration behavior of veszelyite (Cu,Zn)2Zn(PO4)(OH)3·2H2O: A single-crystal X-ray study

The rare mixed copper-zinc phosphate mineral veszelyite (Cu,Zn)2Zn(PO4)(OH)3·2H2O space group P21/c, a = 7.5096(2), b = 10.2281(2), c = 9.8258(2) Å, β = 103.3040(10)°, V = 734.45(3) Å3 was investigated by in situ temperature-dependent single-crystal X-ray structure refinements. The atomic arrangement of veszelyite consists of an alternation of octahedral and tetrahedral sheets. The Jahn-Teller distorted CuO6 octahedra form sheets with eight-membered rings. The tetrahedral sheet composed of PO4 and ZnO3(OH) tetrahedra shows strong topological similarities to that of cavansite, gismondine, and kipushite.Diffraction data of a sample from Zdravo Vrelo, near Kreševo (Bosnia and Herzegovina) have been measured in steps of 25 up to 225 °C. Hydrogen positions and the hydrogen-bond system were determined experimentally from the structure refinements of data collected up to 125 °C. At 200 °C, the hydrogen-bonding scheme was inferred from bond-valence calculations and donor-acceptor distances. The hydrogen-bond system connects the tetrahedral sheet to the octahedral sheet and also braces the Cu sheet.At 150 °C, the H2O molecule at H2O2 was released and the Cu coordination (Cu1 and Cu2) decreased from originally six- to fivefold. Cu1 has a square planar coordination by four OH groups and an elongate distance to O3, whereas Cu2 has the Jahn-Teller characteristic elongate bond to H2O1. The unit-cell volume decreased 7% from originally 734.45(3) to 686.4(4) Å3 leading to a formula with 1 H2O pfu. The new phase observed above 150 °C is characterized by an increase of the c axis and a shortening of the b axis. The bending of T-O-T angles causes an increasing elliptical shape of the eight-membered rings in the tetrahedral and octahedral sheets. Moreover a rearrangement of the hydrogen-bond system was observed.At 225 °C, the structure degrades to an X-ray amorphous residual due to release of the last H2O molecule at H2O1. The stronger Jahn-Teller distortion of Cu1 relative to Cu2 suggests that Cu1 is fully occupied by Cu, whereas Cu2 bears significant Zn. H2O1 is the fifth ligand of Cu2. Zn at Cu2 is not favorable to adopt planar fourfold coordination. Thus, if the last water molecule is expelled the structure is destabilized.This study contributes to understanding the dehydration mechanism and thermal stability of supergene minerals characterized by Jahn-Teller distorted octahedra with mixed Cu, Zn occupancy.

Diagnostic and prognostic implications of the PAX8-PPARγ translocation in thyroid carcinomas-a TMA-based study of 226 cases

AIMS Follicular thyroid carcinoma (FTC) has been a diagnostic challenge for decades. The PAX8-PPARγ rearrangement has been detected in FTC and classic papillary thyroid carcinomas (PTCs). The aims of this study were to assess the presence of PAX8-PPARγ by using tissue microarrays in a large cohort of different thyroid neoplasms, and to assess its diagnostic and prognostic implications. METHODS AND RESULTS Fluorescence in-situ hybridization (FISH) analysis for PAX8-PPARγ was performed on 226 thyroid tumours, comprising FTCs (n = 59), PTCs (n = 126), poorly differentiated thyroid carcinomas (PDs; n = 34), follicular thyroid adenomas (FTAs; n = 5), and follicular tumours of unknown malignant potential (FTUMPs; n = 2). PAX8-PPARγ was detected in 12% of FTCs, 1% of PTCs, 7% of PDs, and in both cases of FTUMP. There was no correlation between the extent of capsular or vascular invasion and PAX8-PPARγ, or between lymph node or haematogenous metastasis and PAX8-PPARγ. Overall survival (OS), tumour-specific survival (TSS) and relapse-free-survival (RFS) were not influenced by PAX8-PPARγ. CONCLUSIONS In this study, we demonstrate for the first time the presence of PAX8-PPARγ in PDs and FTUMPs, whereas in FTCs and PTCs the prevalence of PAX8-PPARγ is lower than previously reported. PAX8-PPARγ did not correlate with invasiveness or affect prognosis in any tumour type.

Laser-induced transient grating analysis of dynamics of interaction between sensory rhodopsin II D75N and the HtrII transducer.

The interaction between sensory rhodopsin II (SRII) and its transducer HtrII was studied by the time-resolved laser-induced transient grating method using the D75N mutant of SRII, which exhibits minimal visible light absorption changes during its photocycle, but mediates normal phototaxis responses. Flash-induced transient absorption spectra of transducer-free D75N and D75N joined to 120 amino-acid residues of the N-terminal part of the SRII transducer protein HtrII (DeltaHtrII) showed only one spectrally distinct K-like intermediate in their photocycles, but the transient grating method resolved four intermediates (K(1)-K(4)) distinct in their volumes. D75N bound to HtrII exhibited one additional slower kinetic species, which persists after complete recovery of the initial state as assessed by absorption changes in the UV-visible region. The kinetics indicate a conformationally changed form of the transducer portion (designated Tr*), which persists after the photoreceptor returns to the unphotolyzed state. The largest conformational change in the DeltaHtrII portion was found to cause a DeltaHtrII-dependent increase in volume rising in 8 micros in the K(4) state and a drastic decrease in the diffusion coefficient (D) of K(4) relatively to those of the unphotolyzed state and Tr*. The magnitude of the decrease in D indicates a large structural change, presumably in the solvent-exposed HAMP domain of DeltaHtrII, where rearrangement of interacting molecules in the solvent would substantially change friction between the protein and the solvent.

The Oxytricha trifallax macronuclear genome: a complex eukaryotic genome with 16,000 tiny chromosomes.

The macronuclear genome of the ciliate Oxytricha trifallax displays an extreme and unique eukaryotic genome architecture with extensive genomic variation. During sexual genome development, the expressed, somatic macronuclear genome is whittled down to the genic portion of a small fraction (∼5%) of its precursor "silent" germline micronuclear genome by a process of "unscrambling" and fragmentation. The tiny macronuclear "nanochromosomes" typically encode single, protein-coding genes (a small portion, 10%, encode 2-8 genes), have minimal noncoding regions, and are differentially amplified to an average of ∼2,000 copies. We report the high-quality genome assembly of ∼16,000 complete nanochromosomes (∼50 Mb haploid genome size) that vary from 469 bp to 66 kb long (mean ∼3.2 kb) and encode ∼18,500 genes. Alternative DNA fragmentation processes ∼10% of the nanochromosomes into multiple isoforms that usually encode complete genes. Nucleotide diversity in the macronucleus is very high (SNP heterozygosity is ∼4.0%), suggesting that Oxytricha trifallax may have one of the largest known effective population sizes of eukaryotes. Comparison to other ciliates with nonscrambled genomes and long macronuclear chromosomes (on the order of 100 kb) suggests several candidate proteins that could be involved in genome rearrangement, including domesticated MULE and IS1595-like DDE transposases. The assembly of the highly fragmented Oxytricha macronuclear genome is the first completed genome with such an unusual architecture. This genome sequence provides tantalizing glimpses into novel molecular biology and evolution. For example, Oxytricha maintains tens of millions of telomeres per cell and has also evolved an intriguing expansion of telomere end-binding proteins. In conjunction with the micronuclear genome in progress, the O. trifallax macronuclear genome will provide an invaluable resource for investigating programmed genome rearrangements, complementing studies of rearrangements arising during evolution and disease.

Selective elevation of c-{\it myc} RNA transcripts during clonal evolution of N-methyl-N-nitrosourea induced thymic lymphomas in AKR/J mice

Untreated AKR mice develop spontaneous thymic lymphomas by 6-12 months of age. Lymphoma development is accelerated when young mice are injected with the carcinogen N-methyl-N-nitrosourea (MNU). Selected molecular and cellular events were compared during the latent period preceding "spontaneous" (retrovirally-induced) and MNU-induced thymic lymphoma development in AKR mice. These studies were undertaken to test the hypothesis that thymic lymphomas induced in the same inbred mouse strain by endogenous retroviruses and by a chemical carcinogen develop by different mechanisms.^ Immunofluorescence analysis of differentiation antigens showed that most MNU-induced lymphomas express an immature CD4-8+ profile. In contrast, spontaneous lymphomas represent each of the major lymphocyte subsets. These data suggest involvement of different target populations in MNU-induced and spontaneous lymphomas. Analyses at intervals after MNU treatment revealed selective expansion of the CD4-8+ J11d+ thymocyte subset at 8-10 weeks post-MNU in 68% of the animals examined, suggesting that these cells are targets for MNU-induced lymphomagenesis. Untreated age-matched animals showed no selective expansion of thymocyte subsets.^ Previous data have shown that both spontaneous and MNU-induced lymphomas are monoclonal or oligoclonal. Distinct rearrangement patterns of the J$\sb2$ region of the T-cell receptor $\beta$-chain showed emergence of clonal thymocyte populations beginning at 6-7 weeks after MNU treatment. However, lymphocytes from untreated animals showed no evidence of clonal expansion at the time intervals investigated.^ Activation of c-myc frequently occurs during development of B- and T- cell lymphomas. Both spontaneous and MNU-induced lymphomas showed increased c-myc transcript levels. Increased c-myc transcription was first detected at 6 weeks post-MNU, and persisted throughout the latent period. However, untreated animals showed no increases in c-myc transcripts at the time intervals examined. Another nuclear oncogene, c-fos, did not display a similar change in RNA transcription during the latent period.^ These results supports the hypothesis that MNU-induced and spontaneous tumors develop by multi-step pathways which are distinct with respect to the target cell population affected. Clonal emergence and c-myc deregulation are important steps in the development of both MNU-induced and spontaneous tumors, but the onset of these events is later in spontaneous tumor development. ^

Control of chromosomal rearrangements in {\it Escherichia coli\/}

A complete physical map of Escherichia coli K-12 strain MG1655 was constructed by digesting chromosomal DNA with the infrequently cutting restriction enzymes NotI, SfiI and XbaI and separating the fragments by pulsed field gel electrophoresis. The map was used to compare six K-12 strains of E. coli. Although several differences were noted and localized, the map of MG1655 was representative of all the K-12 strains tested. The maps were also used to analyze chromosomal rearrangements in the E. coli strain MG1655. The spontaneous and UV induced frequencies of tandem duplication formation were measured at several loci distributed around the chromosome. The spontaneous duplication frequency varied from 10$\sp{-5}$ to 10$\sp{-3}$ and increased at least ten-fold following mild UV irradiation treatment. Duplications of several regions of the chromosome, including the serA region and the metE region, were mapped using pulsed field gel electrophoresis. Duplications of serA were found to be large, ranging in size from 600 kb to 2100 kb. Several of the duplications isolated at serA were caused by ectopic recombination between IS5 elements and between IS186 elements. Duplications of the metE region, however, were almost exclusively the result of ectopic recombination between ribosomal RNA cistrons. Duplication frequencies were determined at both serA and metE in wild type and mismatch repair mutant strains (mutL, mutS, uvrD and recF). Even though all of the mismatch repair mutations increased duplication frequency of metE, the largest increases were observed in the mutL and mutS strains. Duplication frequency of serA was increased less dramatically by mutations in mismatch repair. Several duplications of metE isolated in a wild type and a mismatch repair mutant were mapped. The results showed that the same repeated sequences were used for duplication formation in the mismatch repair mutant as were used in the wild type strain. Several isolates showed evidence of multiple rearrangements indicating that mismatch repair may play a role in stabilizing the genome by controlling chromosomal rearrangement. ^

Study of tumor suppressor genes p53 and Rb in acute myelogenous leukemia

Loss of antiproliferative function of p53 by point mutation occurred frequently in various solid tumors. However, the genetic change of p53 by deletion or point mutation was a rare event (6%) in the cells of 49 AML patients analyzed by single-stranded conformation polymorphism and sequencing. Despite infrequent point mutation, abundant levels of p53 protein were detected in 75% of AML patients studied by immunoprecipitation with p53 specific antibodies. Furthermore, p53 protein in most cases had an altered conformation as analyzed by the reactivity to PAb240 which recognizes mutant p53; p53 protein in mitogen stimulated normal lymphocytes also had similar altered conformation. This altered conformation may be another mechanism for inactivation of p53 function in the growth stimulated environment. Some evidence indicated that posttranslational modification by phosphorylation may contribute to the conformational change of p53.^ Retinoblastoma (Rb) gene inactivation by deletion, rearrangement or mutation has also been implicated in many types of solid tumors. Our studies showed that absence or low levels of Rb protein were observed in more than 20% of AML patients at diagnosis, and the low levels of Rb correlated with shorter survival of patients. The absence of Rb protein was due to gene inactivation in some cases and to abnormal regulation of Rb expression in others. ^

Investigation of the deregulation of interleukin-6 in two non-Hodgkin's lymphoma cell lines

Increased serum interleukin-6 (IL-6) is a poor prognostic factor for patients with lymphoma. This may be related to the fact that IL-6 has been shown to be an autocrine and paracrine growth factor for lymphoma cells. We have investigated the regulation of IL-6 in two lymphoma cell lines which produce IL-6 as an autocrine growth factor. The cell lines, LY3 and LY12, were established from two patients with non-Hodgkin's lymphoma. One patient had diffuse large cell lymphoma (LY3), whereas the other had small noncleaved cell lymphoma (LY12). There was no rearrangement or amplification of the IL-6 gene, but we detected IL-1 alpha and TNF production in addition to IL-6. We investigated the effect of inhibitors of IL-1 and TNF on IL-6 production in LY3 and LY12. Our results show that IL-6 production is mainly secondary to endogenous IL-1 production in LY3 cells, however LY12 cells produce IL-6 via a different mechanism since neither anti-IL-1 nor anti-TNF significantly inhibited IL-6 production.^ Transfection of LY12 cells with wildtype and mutant IL-6 promoter-chloramphenicol acetyl transferase constructs, showed increased activity of a trans-acting factor that binds to the NF-kB motif. Therefore, we determined whether there were abnormalities in members of the NF-kB family of transcription factors, such as p65, p50, p52/lyt-10 or rel, which bind to kB motifs. We found increased expression of the p52/lyt-10 transcription factor and activation of the NF-kB pathway in LY12. However, expression of p50, p65 and rel was not increased in LY12 cells. Future investigations could be aimed at determining the effect of inhibitors of NF-kB on IL-6 production. ^

{\it RAS\/} is required for the expression of interleukin-1$\beta$ in two diverse leukemic cell lines

Under normal physiological conditions, cells of the hematopoietic system produce Interleukin-1$\beta$(IL-1$\beta)$ only when a stimulus is present. Leukemic cells, however, can constitutively produce this cytokine without an exogenous source of activation. In addition, IL-1$\beta$ can operate as an autocrine and/or paracrine growth factor for leukemic blasts. In order to study the cellular basis for this aberrant production, we analyzed two leukemic cell lines (B1 and W1) which express high levels of IL-1$\beta$ and use IL-1$\beta$ as an autocrine growth factor. Initial studies demonstrated: (1) lack of rearrangement and/or amplification in the IL-1$\beta$ gene and its promoter; and (2) intact responsiveness to regulators such as cycloheximide and dexamethasone, implying that the molecular defect was upstream. Analysis of the Ras inducible transcription factors by gel shift assay demonstrated constitutive transcription factor binding in the IL-1$\beta$ promoter. Furthermore, RAS mutations were found at codon 12 in the K-RAS and N-RAS genes in the B1 and W1 cells, respectively. To deduce the effects of activated Ras on IL-1$\beta$ expression, two classes of farnesyltransferase inhibitors and an adenoviral vector expressing antisense targeted to K-RAS were utilized. The farnesyltransferase inhibitors perillyl alcohol and B581 were able to reduce IL-1$\beta$ levels by 80% and 50% in the B1 cells, respectively. In W1 cells, IL-1$\beta$ was reduced by 60% with 1mM perillyl alcohol. Antisense RNA targeted to K-RAS confirmed the results demonstrating a 50% reduction in IL-1$\beta$ expression in the B1 cells. In addition, decreased binding at the crucial NF-IL6/CREB binding site correlated with decreased IL-1$\beta$ production and cellular proliferation implying that this site was a downstream effector of Ras signaling. Our data suggest that mutated RAS genes may be responsible for autocrine IL-1$\beta$ production in some leukemias by stimulating signal transduction pathways that activate the IL-1$\beta$ promoter. ^

A genetically engineered, adherent smooth muscle cell lining for left ventricular assist devices

Due to the clinical success of left ventricular assist devices (LVADs) used for short term "bridge to transplant" and the limited availability of donor organs, heart assist devices are being considered for long term implantation as an alternative to heart transplantation. In an effort to improve biocompatibility, a nonthrombogenic cellular lining was developed from genetically engineered smooth muscle cells (GE-SMC) for the Thermocardiosystems Heartmate$\sp{\rm TM}$ LVAD. SMCs have been transduced with the genes for endothelial nitric oxide synthase (NOS III) and GTP cyclohydrolase (GTPCH) with subsequent stable expression of the NOS III protein via an Epstein Barr based DNA expression vector. Transduced SMCs produce nitric oxide at concentrations that reduce platelet deposition and smooth muscle cell proliferation when tested in vitro. In addition, the adhesive capabilities of GE-SMC linings were also examined, and optimized in physical environments mimicking typical in vivo LVAD operation. Preliminary investigations examining cell adhesion during constant shear stress exposure demonstrated an acute phase of cell loss corresponding to cytoskeletal F-actin rearrangement. Subsequently, an in vitro circulatory loop was designed to expose cell lined LVADs to in vivo operating conditions. Cumulative cell loss from cell lined LVADs was less than 10% after 24 hours of flow. Using a protocol for "preconditioning" the cell lining within the mock circulatory loop, the first implantation of an LVAD containing a genetically engineered SMC lining was successfully implemented in a bovine model. Results from this 24 hour study indicate that the flow-conditioned cellular lining remained intact with no evidence of thromboembolization and only minimal changes in coagulation studies. ^

Myoepithelioma of the cerebellopontine angle: a previously not documented benign salivary gland-type neoplasm within the cranium

Myoepithelioma is a dimorphic neoplasm with contractile-epithelial phenotype, originally interpreted as deriving from, but not actually restricted to the salivary glands. As a novel addition to the list of exquisitely rare intracranial salivary gland-type tumors and tumor-like lesions, we report on an example of myoepithelioma encountered in the left cerebellopontine angle of a 32-year-old male. Clinically presenting with ataxia and dizziness, this extraaxial mass of 4 × 3.5 × 3 cm was surgically resected, and the patient is alive 6 years postoperatively. Histologically, the tumor exhibited a continuum ranging from compact fascicles of spindle cells to epithelial nests and trabeculae partitioned by hyalinized septa, while lacking tubular differentiation. Regardless of architectural variations, there was robust immunoexpression of S100 protein, smooth muscle actin, GFAP, cytokeratin, and vimentin. Cytologic atypia tended to be modest throughout, and the MIB1 labeling index averaged less than 1%. Fluorescent in situ hybridization indicated no rearrangement of the EWSR1 locus. We interpret these results to suggest that myoepithelioma of the posterior fossa - along with related salivary epithelial tumors in this ostensibly incongruous locale - may possibly represent analogous neoplasms to their orthotopic counterparts, ones arising within aberrant salivary anlagen. The presence of the latter lends itself to being mechanistically accounted for by either postulating placodal remnants in the wake of branchial arch development, or linking them to exocrine glandular nests within endodermal cysts. Alternatively, myoepithelioma at this site could be regarded as a non tissue-specific lesion similar to its relatives ubiquitously occurring in the soft parts.

Real-time observation of the charge-transfer-to-solvent dynamics

Intermolecular electron-transfer reactions have a crucial role in biology, solution chemistry and electrochemistry. The first step of such reactions is the expulsion of the electron to the solvent, whose mechanism is determined by the structure and dynamical response of the latter. Here we visualize the electron transfer to water using ultrafast fluorescence spectroscopy with polychromatic detection from the ultraviolet to the visible region, upon photo-excitation of the so-called charge transfer to solvent states of aqueous iodide. The initial emission is short lived (~60 fs) and it relaxes to a broad distribution of lower-energy charge transfer to solvent states upon rearrangement of the solvent cage. This distribution reflects the inhomogeneous character of the solvent cage around iodide. Electron ejection occurs from the relaxed charge transfer to solvent states with lifetimes of 100–400 fs that increase with decreasing emission energy.

16p11.2 600 kb Duplications confer risk for typical and atypical Rolandic epilepsy

Rolandic epilepsy (RE) is the most common idiopathic focal childhood epilepsy. Its molecular basis is largely unknown and a complex genetic etiology is assumed in the majority of affected individuals. The present study tested whether six large recurrent copy number variants at 1q21, 15q11.2, 15q13.3, 16p11.2, 16p13.11 and 22q11.2 previously associated with neurodevelopmental disorders also increase risk of RE. Our association analyses revealed a significant excess of the 600 kb genomic duplication at the 16p11.2 locus (chr16: 29.5-30.1 Mb) in 393 unrelated patients with typical (n = 339) and atypical (ARE; n = 54) RE compared with the prevalence in 65,046 European population controls (5/393 cases versus 32/65,046 controls; Fisher's exact test P = 2.83 × 10(-6), odds ratio = 26.2, 95% confidence interval: 7.9-68.2). In contrast, the 16p11.2 duplication was not detected in 1738 European epilepsy patients with either temporal lobe epilepsy (n = 330) and genetic generalized epilepsies (n = 1408), suggesting a selective enrichment of the 16p11.2 duplication in idiopathic focal childhood epilepsies (Fisher's exact test P = 2.1 × 10(-4)). In a subsequent screen among children carrying the 16p11.2 600 kb rearrangement we identified three patients with RE-spectrum epilepsies in 117 duplication carriers (2.6%) but none in 202 carriers of the reciprocal deletion. Our results suggest that the 16p11.2 duplication represents a significant genetic risk factor for typical and atypical RE.