Sequential loss of suppressor gene functions during in vivo carcinogenesis.
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We studied the replication of HIV-1 macrophage-tropic CCR5-using strains (R5) in CD4+ T cell lines to better understand the switch in co-receptor use of such strains during disease progression and to assess resulting changes in cell tropism. We found that the majority of R5 strains cannot replicate in CD4+ T cell lines without adaptation by serial passage. A small minority of primary R5 isolates, however, were able to infect two T cell lines, Molt4 and SupT1. This expanded tropism was due to the use of undetectable levels of CCR5 rather than CXCR4 or alternative receptors. In contrast, HIV-1sF162 adaptation for replication in the C8166 T cell line was due to the emergence of variant strains that could use CXCR4. Of two variants, one was dual-tropic and one T-tropic, although both could use CCR5 as well as CXCR4. A single mutation in the start codon of the accessory gene vpu accounted for the T-tropic phenotype of the second variant, indicating that a non-functional vpu impairs macrophage tropism. Thus, in vitro and in the absence of an immune response, R5 strains naturally adapt to infect CXCR4+ T cell lines. Such adaptation resembles the rare R5 to X4 switch that occurs in vivo. Mutations in accessory genes (e.g., vpu) not required for replication in rapidly dividing cell lines may also occur in vitro, abrogating replication in primary cell types such as macrophages. Such mutations, however, are normally selected against in vivo.
Immune responses to several soluble antigens were compared between B6.C-H-2bm12 mutant and wild-type B6 mice by using a lymph node T-cell proliferation assay. B6.C-H-2bm12 mice failed to respond to beef insulin whereas other IA gene-controlled responses, such as response to poly(L-Tyr, L-Glu)--poly(DL-Ala, L-Lys) and collagen, were indistinguishable between mutant and wild-type mice. The responses to multideterminant antigens such as ovalbumin and purified protein derivative of tuberculin were also found to be comparable in B6.C-H-2bm12 and B6 mice, thus indicating that this mutation resulted in a selective loss of the ability to respond to a certain antigen(s)--e.g., beef insulin. Populations depleted of adherent cells have been used to examine the mechanism by which Ia molecules mediate Ir gene control of antigen recognition. We show that the nonresponsiveness to beef insulin in the mutant mouse is the result of defective antigen presentation. In addition, we find that F1 hybrids between two nonresponders--B6.C-H-2bm12 and B10.A or B10.AKM (IAk) mice--become responders to beef insulin, thus demonstrating gene complementation. These findings taken together with other serologic and biochemical studies in the B6.C-H-2bm12 present convincing genetic evidence for the direct association of the A beta polypeptide chain of the Iab molecules with the expression of immune responsiveness to beef insulin. Study of the B6.C-H-2bm12 mouse should provide new insight into the cellular and molecular mechanisms by which Ir genes determine the nature of the immune response.
Two different processes appear to be involved in the initiation of hepatocarcinogenesis by chronic hepatitis B virus (HBV) infection and by chronic hepatitis C virus (HCV) infection. Initiation of hepatocellular carcinoma (HCC) by chronic HBV infection usually occurs early in life; most patients have had onset of HBV infection before the end of childhood, although rare cases of HCC have been reported following HBV infections acquired in adulthood. In contrast, HCV-associated HCC in many cases probably develops after a chronic HCV infection that was acquired during adulthood. HBV-DNA usually is integrated in the tumor DNA of HBV-associated HCC; it produces two proteins that can transactivate known oncogenes in vitro and that theoretically could affect genes at distant sites in vivo. HCV is a nonintegrating virus and no transactivating HCV proteins have been identified so far. In the later stages of hepatocarcinogenesis, "tumor promotion" and "tumor progression," HBV-associated HCC may share certain features with those of HCV-associated HCC. Chronic inflammation and cirrhosis, accompanied by regenerative processes, may function as a tumor promoter, providing a common pathway from chronic HBV or HCV infection to HCC. Tumor progression may be brought about in HCC by mutations of the p53 tumor suppressor gene. Mutations of this gene are common in HCCs, and they are found more often in advanced human HCCs than in small, well-differentiated HCCs. The prevalences of p53 mutations are similar in HBV-associated and HCV-associated HCCs (30-50%). Even in the absence of a p53 mutation, the functions of normal p53 can be inactivated as a result of binding by viral or by cellular proteins. It is not known yet whether this type of binding contributes to the development of HCC, but p53 binding by the HBV X protein in vitro has been reported. Abnormalities of the RB tumor suppressor gene also have been found frequently in HCC patients, particularly in HCCs that contain p53 mutations.
Reasoning about hypotheses and updating knowledge through empirical observations are central to scientific discovery. In this work, we applied logic-based machine learning methods to drive biological discovery by guiding experimentation. Genome-scale metabolic network models (GEMs) - comprehensive representations of metabolic genes and reactions - are widely used to evaluate genetic engineering of biological systems. However, GEMs often fail to accurately predict the behaviour of genetically engineered cells, primarily due to incomplete annotations of gene interactions. The task of learning the intricate genetic interactions within GEMs presents computational and empirical challenges. To efficiently predict using GEM, we describe a novel approach called Boolean Matrix Logic Programming (BMLP) by leveraging Boolean matrices to evaluate large logic programs. We developed a new system, [Formula: see text], which guides cost-effective experimentation and uses interpretable logic programs to encode a state-of-the-art GEM of a model bacterial organism. Notably, [Formula: see text] successfully learned the interaction between a gene pair with fewer training examples than random experimentation, overcoming the increase in experimental design space. [Formula: see text] enables rapid optimisation of metabolic models to reliably engineer biological systems for producing useful compounds. It offers a realistic approach to creating a self-driving lab for biological discovery, which would then facilitate microbial engineering for practical applications.
In multicellular organisms, patterning is a process that generates axes in the primary body plan, creates domains upon organ formation, and finally leads to differentiation into tissues and cell types. We identified the Arabidopsis thaliana TORNADO1 (TRN1) and TRN2 genes and their role in leaf patterning processes such as lamina venation, symmetry, and lateral growth. In trn mutants, the leaf venation network had a severely reduced complexity: incomplete loops, no tertiary or quaternary veins, and vascular islands. The leaf laminas were asymmetric and narrow because of a severely reduced cell number. We postulate that the imbalance between cell proliferation and cell differentiation and the altered auxin distribution in both trn mutants cause asymmetric leaf growth and aberrant venation patterning. TRN1 and TRN2 were epistatic to ASYMMETRIC LEAVES1 with respect to leaf asymmetry, consistent with their expression in the shoot apical meristem and leaf primordia. TRN1 codes for a large plant-specific protein with conserved domains also found in a variety of signaling proteins, whereas TRN2 encodes a transmembrane protein of the tetraspanin family whose phylogenetic tree is presented. Double mutant analysis showed that TRN1 and TRN2 act in the same pathway.
We describe an English family with an atypical gamma delta beta-thalassemia syndrome. Heterozygosity results in a beta-thalassemia phenotype with normal hemoglobin A2. However, unlike previously described cases, no history of neonatal hemolytic anemia requiring blood transfusion was obtained. Gene mapping showed a deletion that extended from the third exon of the G gamma-globin gene upstream for approximately 100 kilobases (kb). The A gamma-globin, psi beta-, delta-, and beta-globin genes in cis remained intact. The malfunction of the beta-globin gene on a chromosome in which the deletion is located 25 kb away suggests that chromatin structure and conformation are important for globin gene expression.
The replication and genetic constitution of plasmid CloDF13 was studied using mutants of CloDF13 obtained by NTG mutagenesis, insertion of the ampicillin transposon Tn901, or deletion of particular CloDF13 DNA regions. Analysis of the polypeptides encoded by these mutant plasmids enabled us to locate six genes on the CloDF13 physical map. These genes cover about 60% of the coding capacity of CloDF13. A large part of the CloDF13 genome (about 30%) is involved in the conjugal transfer of this plasmid. This transfer region codes for at least two polypeptides, polypeptide B (61,000 daltons) and C (24,000 daltons). Those CloDF13 DNA regions responsible for the synthesis of the cloacin protein and immunity protein were also mapped on the plasmid genome. In addition we were able, using a copy mutant of CloDF13, CloDF13-cop3, to locate those DNA sequences involved in interaction with male-specific RNA phages and bacteriophage P1. For replication of CloDF13, two regions are essential. One region, from 43% to 64%, affects the stability of CloDF13-cop3 plasmids. In the case of the CloDF13-cop3 mutant, deletion of this region results in the generation of multimeric plasmid molecules accompanied by an impaired segregation of plasmid DNA molecules to daughter cells. The second region, from about 1.8% to 11.5%, contains an origin of replication as well as well as DNA sequences involved in the control of CloDF13 replication. The replication of CloDF13 starts at about 3% on the CloDF13 physical map and proceeds unidirectionally counter-clockwise.
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BACKGROUND: Advanced gastric cancer (GC) exhibits a high recurrence rate and a dismal prognosis. Myocyte enhancer factor 2c (MEF2C) was found to contribute to the development of various types of cancer. Therefore, our aim is to develop a prognostic model that predicts the prognosis of GC patients and initially explore the role of MEF2C in immunotherapy for GC. METHODS: Transcriptome sequence data of GC was obtained from The Cancer Genome Atlas (TCGA), the Gene Expression Omnibus (GEO) and PRJEB25780 cohort for subsequent immune infiltration analysis, immune microenvironment analysis, consensus clustering analysis and feature selection for definition and classification of gene M and N. Principal component analysis (PCA) modeling was performed based on gene M and N for the calculation of immune checkpoint inhibitor (ICI) Score. Then, a Nomogram was constructed and evaluated for predicting the prognosis of GC patients, based on univariate and multivariate Cox regression. Functional enrichment analysis was performed to initially investigate the potential biological mechanisms. Through Genomics of Drug Sensitivity in Cancer (GDSC) dataset, the estimated IC50 values of several chemotherapeutic drugs were calculated. Tumor-related transcription factors (TFs) were retrieved from the Cistrome Cancer database and utilized our model to screen these TFs, and weighted correlation network analysis (WGCNA) was performed to identify transcription factors strongly associated with immunotherapy in GC. Finally, 10 patients with advanced GC were enrolled from Sun Yat-sen University Cancer Center, including paired tumor tissues, paracancerous tissues and peritoneal metastases, for preparing sequencing library, in order to perform external validation. RESULTS: Lower ICI Score was correlated with improved prognosis in both the training and validation cohorts. First, lower mutant-allele tumor heterogeneity (MATH) was associated with lower ICI Score, and those GC patients with lower MATH and lower ICI Score had the best prognosis. Second, regardless of the T or N staging, the low ICI Score group had significantly higher overall survival (OS) compared to the high ICI Score group. For its mechanisms, consistently, for Camptothecin, Doxorubicin, Mitomycin, Docetaxel, Cisplatin, Vinblastine, Sorafenib and Paclitaxel, all of the IC50 values were significantly lower in the low ICI Score group compared to the high ICI Score group. As a result, based on univariate and multivariate Cox regression, ICI Score was considered to be an independent prognostic factor for GC. And our Nomogram showed good agreement between predicted and actual probabilities. Based on CIBERSORT deconvolution analysis, there was difference of immune cell composition found between high and low ICI Score groups, probably affecting the efficacy of immunotherapy. Then, MEF2C, a tumor-related transcription factor, was screened out by WGCNA analysis. Higher MEF2C expression is significantly correlated with a worse OS. Moreover, its higher expression is also negatively correlated with tumor mutation burden (TMB) and microsatellite instability (MSI), but positively correlated with several immunosuppressive molecules, indicating MEF2C may exert its influence on tumor development by upregulating immunosuppressive molecules. Finally, based on transcriptome sequencing data on 10 paired tumor tissues from Sun Yat-sen University Cancer Center, MEF2C expression was significantly lower in paracancerous tissues compared to tumor tissues and peritoneal metastases, and it was also lower in tumor tissues compared to peritoneal metastases, indicating a potential positive association between MEF2C expression and tumor invasiveness. CONCLUSIONS: Our prognostic model can effectively predict outcomes and facilitate stratification GC patients, offering valuable insights for clinical decision-making. The identified transcription factor MEF2C can serve as a biomarker for assessing the efficacy of immunotherapy for GC.
HMG-14 and HMG-17 form a family of ubiquitous non-histone chromosomal proteins and have been reported to bind preferentially to regions of active chromatin structure. Our previous studies demonstrated that the chicken HMG-17 gene is dispensable for normal growth of the DT40 chicken lymphoid cell line. Here it is shown that the major chicken HMG-14 gene,HMG-14a, is also dispensable and, moreover, that DT40-derived cells lacking both HMG-17 and HMG-14a proteins show no obvious change in phenotype with respect to the parental DT40 cells. Furthermore, no compensatory changes in HMG-14b or histone protein levels were observed in cells lacking both HMG-14a and HMG-17, nor were any alterations detected in such hallmarks of chromatin structure as DNaseI-hypersensitive sites or micrococcal nuclease digestion patterns. It is concluded that the HMG-14a and HMG-17 proteins are not required for normal growth of avian cell linesin vitro, nor for the maintenance of DNaseI-hypersensitive sites in chromatin.
A report on the European Science Foundation Workshop on Modeling of Molecular Networks, Granada, Spain, 11-14 June 2002.
Infection with herpes simplex viruses (HSV) lead to a significant increase of the simian virus 40 (SV40) DNA content in the SV40-transformed hamster cell lines CO631 and Elona. Analysis of this gene-amplifying activity revealed (i) that it cosedimented with infectious herpesvirions in sucrose density gradients, (ii) that it was abolished by anti-HSV antibodies or (iii) by antiviral drugs acting on the HSV-induced DNA polymerase; and analysis of temperature-sensitive mutants showed that this DNA polymerase was an essential component of HSV-induced, gene-amplifying activity in SV40-transformed hamster cells.
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To evaluate the genetic control of stress responses in Arabidopsis, we have analyzed a mutant (uvh6-1) that exhibits increased sensitivity to UV light, a yellow-green leaf coloration, and mild growth defects. We have mapped the uvh6-1 locus to chromosome I and have identified a candidate gene, AtXPD, within the corresponding region. This gene shows sequence similarity to the human (Homo sapiens) XPD and yeast (Saccharomyces cerevisiae) RAD3 genes required for nucleotide excision repair. We propose that UVH6 is equivalent to AtXPD because uvh6-1 mutants carry a mutation in a conserved residue of AtXPD and because transformation of uvh6-1 mutants with wild-type AtXPD DNA suppresses both UV sensitivity and other defective phenotypes. Furthermore, the UVH6/AtXPD protein appears to play a role in repair of UV photoproducts because the uvh6-1 mutant exhibits a moderate defect in the excision of UV photoproducts. This defect is also suppressed by transformation with UVH6/AtXPD DNA. We have further identified a T-DNA insertion in the UVH6/AtXPD gene (uvh6-2). Plants carrying homozygous insertions were not detected in analyses of progeny from plants heterozygous for the insertion. Thus, homozygous insertions appear to be lethal. We conclude that the UVH6/AtXPD gene is required for UV resistance and is an essential gene in Arabidopsis.