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Ling Y, Miao X, Zhou X, Ma J, Lin Z, Li Q, Zhang M, Ma Y, Chen B. A Nomogram for Predicting Overall Survival in Primary Central Nervous System Lymphoma: A Retrospective Study. J Inflamm Res 2025; 18:2091-2103. [PMID: 39959640 PMCID: PMC11827503 DOI: 10.2147/jir.s498121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 01/30/2025] [Indexed: 02/18/2025] Open
Abstract
Purpose Current prognostic scoring systems for newly diagnosed primary central nervous system lymphoma (PCNSL), such as IELSG prognostic score and MSKCC prognostic score, are widely used but have limitations in clinical practice. This study aimed to develop a novel prognostic model based on real clinical data and compare it with existing systems. Patients and Methods A total of 288 patients newly diagnosed with PCNSL were recruited. Patients were randomly allocated to the development and validation cohorts. The least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression analysis were used to identify the risk factors for overall survival (OS) and construct a nomogram. Additionally, Kaplan-Meier survival curves were plotted to show the stratification ability of the risk groups. Results Eastern Cooperative Oncology Group performance status (ECOG-PS), albumin, and two inflammatory biomarkers D-Dimer, and neutrophil-to-lymphocyte ratio (NLR)-were independent predictors of inferior OS. The prognostic model demonstrated concordance Index (C-index) of 0.731 and 0.679 in the development and validation cohorts, respectively. In terms of the time dependent area under the curve (AUC) values for OS, the development cohort exhibited values of 0.765, 0.762, and 0.812 for 1-year, 3-year, and 5-year OS, respectively. The corresponding AUC values in the validation cohort were 0.711, 0.731, and 0.840, respectively. The calibration curves showed excellent concordance. The novel prognostic model also provided superior risk stratification for patients with PCNSL compared with existing scoring systems. Conclusion This study presents a novel prognostic model for predicting the OS of patients with newly diagnosed PCNSL. The model accurately and effectively stratifies the prognosis of patients with PCNSL and offers valuable clinical guidance for decision making.
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Affiliation(s)
- Yunan Ling
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xiaqi Miao
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Xiang Zhou
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Jingjing Ma
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Zhiguang Lin
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Qing Li
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Mengxue Zhang
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Yan Ma
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Bobin Chen
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai, People’s Republic of China
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Roy N, Nadda N, Kumar H, Prasad C, Kumar Jha J, Pandey HC, Vanamail P, Saraya A, Balhara YPS, Shalimar, Nayak B. Pattern recognition receptor CD14 gene polymorphisms in alcohol use disorder patients and its Influence on liver disease susceptibility. Front Immunol 2022; 13:975027. [PMID: 36238273 PMCID: PMC9551314 DOI: 10.3389/fimmu.2022.975027] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background Alcohol use disorders (AUDs) leading to liver disease is major concern over other spectrum of disorder. Excessive alcohol consumption resulting in leaky gut syndrome is attributed to alcohol-induced liver injury through portal translocation of bacterial endotoxin. Susceptibility to alcoholic liver disease (ALD) in AUD patients could be dependent upon genes responsible for inflammation and alcohol metabolism. The pattern recognition receptor CD14 gene is a major player in endotoxin-mediated inflammation and susceptibility to ALD. This study investigated the genetic association of CD14 polymorphisms and other mechanisms relevant to altered inflammatory responses leading to ALD. Methods Patients with alcohol use disorder with ALD (n = 128) and without liver disease (ALC, n = 184) and controls without alcohol use disorder (NALC, n = 152) from North India were enrolled. The CD4 gene polymorphisms in the North Indian population were evaluated by RFLP and sequencing. Secretory CD14 (sCD14), LBP, TLR4, MD2, TNFα, IL1b, IFNγ, IL6, IL10, and IL4 levels in serum were measured by ELISA among groups. The influence of polymorphisms on CD14 gene promoter activity and circulatory bacterial DNA level was determined. Results The CD14 gene promoter and exonic region SNPs were found to be monomorphic, except for SNP rs2569190 for the North Indian population. The genetic association of SNP rs2569190(C/T) with the risk of developing ALD was found significant for TT genotype [ORTT, 95% CI = 2.19, 1.16–4.13 for ALD vs. ALC and OR, 2.09, 1.18–3.72 for ALD vs. NALC]. An increased sCD14 level was observed in AUD patients compared to NALC control. Increased levels of LBP, TLR4, TNFα, IL1β, IFNγ, and IL6 and reduced levels of MD2, IL10, and IL4 were observed among the ALD patients compared to the other two control groups. Elevated levels of pro-inflammatory and reduced levels of anti-inflammatory cytokines were observed in the risk genotype TT groups of ALD patients and the ALC group compared to NALC. Promoter activity was observed in the intronic region flanking SNPs and risk genotype can influence reporter activity, indicating CD14 gene expression. Conclusion Enhanced CD14 expression associated with inflammatory responses increases susceptibility to ALD in the TT genotype of AUD patients.
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Herndon DN. Southern Surgical Association: A Tradition of Mentorship in Translational Research. J Am Coll Surg 2017; 224:381-395. [PMID: 28088599 DOI: 10.1016/j.jamcollsurg.2016.12.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 12/23/2016] [Indexed: 12/11/2022]
Affiliation(s)
- David N Herndon
- Department of Surgery, University of Texas Medical Branch and Shriners Hospitals for Children, Galveston, Galveston, TX.
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Restoration of albumin production by nucleoside analogue therapy in patients with chronic hepatitis B. Med Mol Morphol 2013; 47:207-12. [PMID: 24326379 DOI: 10.1007/s00795-013-0065-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Accepted: 11/22/2013] [Indexed: 10/25/2022]
Abstract
The clinical course of patients with chronic hepatitis B (CH-B) was greatly changed by the introduction of nucleoside analogues. We often encounter patients where the serum level of albumin recovers quickly following the treatment. In this study, we focused carefully on the changes in serum albumin level noted during nucleoside analogue therapy, in an effort to clarify the mechanism behind the restoration of albumin production. We observed changes in serum albumin levels during nucleoside analogue therapy in 12 patients with CH-B and studied the mechanism behind the restoration of albumin production following the therapy. The serum level of albumin was significantly increased very soon after the treatment was started. Prior to treatment with nucleoside analogues, the albumin signal for mRNA was only slightly seen in the peri-portal area, whereas 12 months after the treatment, the liver tissue presented an obvious signal of albumin mRNA. Serum levels of hepatocyte growth factor (HGF) were significantly decreased 12 months after the treatment. In this study, we demonstrated that nucleoside analogues decrease HGF through the suppression of hepatocyte damage, leading to the restoration of albumin production in patients with CH-B.
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Roy N, Mukhopadhyay I, Das K, Pandit P, Majumder PP, Santra A, Datta S, Banerjee S, Chowdhury A. Genetic variants of TNFα, IL10, IL1β, CTLA4 and TGFβ1 modulate the indices of alcohol-induced liver injury in East Indian population. Gene 2012; 509:178-88. [PMID: 22902304 DOI: 10.1016/j.gene.2012.07.077] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2012] [Accepted: 07/31/2012] [Indexed: 02/06/2023]
Abstract
Alcohol induced liver disease or alcoholic liver disease (ALD), a complex trait, encompasses a gamut of pathophysiological alterations in the liver due to continuous exposure to a toxic amount of alcohol (more than 80 g per day). Of all chronic heavy drinkers, only 15-20% develops hepatitis or cirrhosis concomitantly or in succession. Several studies revealed that inter-individual as well as inter-ethnic genetic variation is one of the major factors that predispose to ALD. The role of genetic factors in ALD has long been sought for in ethnically distinct population groups. ALD is fast emerging as an important cause of chronic liver disease in India; even in populations such as "Bengalis" who were "culturally immune" earlier. While the genetic involvement in the pathogenesis of ALD is being sought for in different races, the complex pathophysiology of ALD as well as the knowledge of population level diversity of the relevant alcohol metabolizing and inflammatory pathways mandates the need for well designed studies of genetic factors in ethnically distinct population groups. An array of cytokines plays a critical role as mediators of injury, inflammation, fibrosis and cirrhosis in ALD. We, therefore, studied the association of polymorphisms in five relevant cytokine genes with "clinically significant" ALD in an ethnic "Bengali" population in Eastern India. Compared with "alcoholic" controls without liver disease (n=110), TNFα -238AA genotype, IL1β -511CC genotype, TGFβ1 -509CC genotype and IL10 -592AA genotype were significantly overrepresented in ALD patients (n=181; OR=2.4 and 95% CI 1.2-5.5, P(genotype)=0.042, P(allelic)=0.008; OR=2.7 and 95% CI 1.2-5.9, P(genotype)=0.018, P(allelic)=0.023; OR=4.7 and 95% CI 1.7-13.1, P(genotype)=0.003, P(allelic)=0.014; and OR=2.2 and 95% CI 1.1-4.8, P(genotype)=0.04, P(allelic)=0.039 respectively). Moreover a cumulative genetic risk analysis revealed a significant trend for developing ALD with an increase in the number of risk alleles on IL10 and TGFβ1 loci among alcoholics. The risk genotype of IL1β and TGFβ1 also influences the total bilirubin, albumin and alanine aminotransferase levels among alcoholic "Bengalis". The present study is the first case-control study from Eastern India that comprehensively identified polymorphic markers in TNFα, IL10, IL1β and TGFβ1 genes to be associated with ALD in the Bengali population, accentuating the significance of genetic factors in clinical expressions of ALD.
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Affiliation(s)
- Neelanjana Roy
- Centre for Liver Research, Institute of Post Graduate Medical Education & Research, Kolkata, India.
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Zvibel I, Moshe P, Zamir H, Shlomo B. Synergies of heparin and second messengers pathways involved in tissue-specific gene expression in hepatocytes. Dig Dis Sci 2001; 46:1039-45. [PMID: 11341647 DOI: 10.1023/a:1010762028605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
We have investigated the effect of soluble or extracellular-matrix (ECM) -bound heparin in conjunction with various second messenger pathways on cell proliferation and tissue-specific gene expression in primary cultures of hepatocytes. None of the combinations of heparin and second messenger stimulators or inhibitors had an effect on hepatocyte proliferation. Soluble heparin enhanced albumin expression in hepatocytes. Activation of protein kinase C, as well as an increase in intracellular cAMP, abolished this increase in albumin expression in the presence of heparin. When hepatocytes were plated on hepatocyte-derived ECM, containing highly sulfated heparan sulfate chains, activation of protein kinase C and an increase in intracellular cAMP strongly reduced albumin expression in hepatocytes. When heparan sulfate chains were removed from the ECM by heparinase treatment, activation of protein kinase C and increased cAMP were less inhibitory for albumin expression in hepatocytes. Inhibition of tyrosine kinases did not affect the induction of albumin mRNA by heparin. We conclude that heparin induces albumin expression in hepatocytes and activation of protein kinase C or increased intracellular cAMP antagonize this effect. ECM-bound heparan sulfates do not act in the same manner as soluble heparin.
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Affiliation(s)
- I Zvibel
- Liver Metastasis Research Group, Gastroenterology Institute, Tel Aviv Medical Center, Israel
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Pagan R, Sánchez A, Martin I, Llobera M, Fabregat I, Vilaró S. Effects of growth and differentiation factors on the epithelial-mesenchymal transition in cultured neonatal rat hepatocytes. J Hepatol 1999; 31:895-904. [PMID: 10580588 DOI: 10.1016/s0168-8278(99)80292-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND/AIMS Loss of specific differentiation markers, adoption of a migrating morphology and progressive replacement of the cytokeratin network by vimentin intermediate filaments characterize the epithelial-mesenchymal transition of cultured neonatal rat hepatocytes. In a previous study (Hepatology 1997; 25: 598-606), we reported that this process can be differentially regulated by EGF and DMSO, two agents that affect hepatocyte growth and differentiation. The aim of the present study was to determine if growth activation or differential gene expression could explain the differences in EMT observed between these two factors. METHODS We compared the effects of EGF, HGF, TGF-beta1 and DMSO on growth, proto-oncogene expression, epithelial-mesenchymal transition markers and expression of liver transcription factors in cultured neonatal rat hepatocytes using thymidine incorporation, Northern blotting and Western blotting analysis. RESULTS When TGF-beta1 or DMSO was added to the cultures supplemented with EGF and HGF, the mitogenic activity induced by these factors was inhibited. DMSO down-regulated c-myc and c-fos expression. mRNA levels of some liver-specific genes such as albumin, or liver-enriched transcription factors such as C/EBPdelta, HNF-4 and HNF-1beta were slightly different in cultures supplemented with DMSO or TGF-beta1. However, no differences were found when DMSO or TGF-beta1 was added to the cultures supplemented with EGF. Western blotting analysis showed that TGF-beta1 decreased cytokeratin and increased vimentin levels, while DMSO decreased both cytokeratin and vimentin. When DMSO or TGF-beta1 was added in combination with EGF or HGF, both factors maintained the increase in albumin and cytokeratin induced by the growth factors although DMSO, but not TGF-beta1, inhibited vimentin expression. CONCLUSIONS Activation of vimentin expression produced in cultures supplemented with the mitogenic factors (EGF and HGF) is independent of the activation of cell growth, because DMSO but not TGF-beta1 can abolish vimentin synthesis, although both inhibited growth. Moreover, the vimentin expression in these cultures seems to be independent of the mRNA levels of transcription factors associated with the differentiated liver phenotype.
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Affiliation(s)
- R Pagan
- Department de Biologia Cel.lular, Universitat de Barcelona, Catalonia, Spain
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Liberati NT, Datto MB, Frederick JP, Shen X, Wong C, Rougier-Chapman EM, Wang XF. Smads bind directly to the Jun family of AP-1 transcription factors. Proc Natl Acad Sci U S A 1999; 96:4844-9. [PMID: 10220381 PMCID: PMC21779 DOI: 10.1073/pnas.96.9.4844] [Citation(s) in RCA: 253] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Smad3 and Smad4 are sequence-specific DNA-binding factors that bind to their consensus DNA-binding sites in response to transforming growth factor beta (TGFbeta) and activate transcription. Recent evidence implicates Smad3 and Smad4 in the transcriptional activation of consensus AP-1 DNA-binding sites that do not interact with Smads directly. Here, we report that Smad3 and Smad4 can physically interact with AP-1 family members. In vitro binding studies demonstrate that both Smad3 and Smad4 bind all three Jun family members: JunB, cJun, and JunD. The Smad interacting region of JunB maps to a C-terminal 20-amino acid sequence that is partially conserved in cJun and JunD. We show that Smad3 and Smad4 also associate with an endogenous form of cJun that is rapidly phosphorylated in response to TGFbeta. Providing evidence for the importance of this interaction between Smad and Jun proteins, we demonstrate that Smad3 is required for the activation of concatamerized AP-1 sites in a reporter construct that has previously been characterized as unable to bind Smad proteins directly. Together, these data suggest that TGFbeta-mediated transcriptional activation through AP-1 sites may involve a regulated interaction between Smads and AP-1 transcription factors.
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Affiliation(s)
- N T Liberati
- Department of Pharmacology and Cancer Biology, Box 3813, Duke University Medical Center, Durham, NC 27708, USA
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Sanchez A, Alvarez AM, Benito M, Fabregat I. Transforming growth factor beta modulates growth and differentiation of fetal hepatocytes in primary culture. J Cell Physiol 1995; 165:398-405. [PMID: 7593218 DOI: 10.1002/jcp.1041650221] [Citation(s) in RCA: 48] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Fetal hepatocytes in primary culture are cells capable to carry out both proliferation and differentiation processes simultaneously. Previous studies have shown that these cells respond to mitogens, such as hepatocyte growth factor (HGF) or epidermal growth factor (EGF), inducing the expression of early genes, such as fos and myc. The transforming growth factor-beta (TGF-beta) family is one of the most influential groups of growth and differentiation factors. In this report, we show that TGF-beta 1 inhibits fetal hepatocyte proliferation, arresting these cells at G1 phase of the cell cycle. In addition, TGF-beta down-regulates the mitogen-induced myc early expression. However, TGF-beta has no effect on the expression of other protooncogenes, such as fos and H-ras. In addition to its inhibitory role on fetal hepatocyte growth, TGF-beta increases the mRNA levels of fibronectin, an extracellular matrix protein, and maintains the expression of some liver specific genes, such as albumin and alfafetoprotein, above control values. The analysis of the expression of some hepatocyte transcriptional factors has shown that TGF-beta increases HNF1 alpha and HNF1 beta mRNA levels. We conclude that TGF-beta may modulate liver growth and differentiation throughout fetal development.
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Affiliation(s)
- A Sanchez
- Departamento de Bioquimica y Biologia Molecular, Facultad de Farmacia, Universidad Complutense de Madrid, Spain
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Fabregat I, de Juan C, Roncero C, Benito M. Noradrenergic modulation of albumin expression in growth-stimulated adult rat hepatocytes in primary culture. J Cell Physiol 1994; 158:513-7. [PMID: 8126074 DOI: 10.1002/jcp.1041580316] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Serum albumin is the most abundant protein synthesized by liver cells, and its production is a reliable indicator of the differentiated state of hepatocytes. We have recently shown that fetal rat hepatocytes cultured under proliferative conditions, i.e., in the presence of EGF, responded to glucagon and noradrenaline increasing albumin protein and mRNA levels (de Juan et al., 1992. J. Cell. Physiol., 152:95-101). This effect was mimicked by agents that increase cyclic AMP levels. In this report, we show that in regenerating liver, noradrenaline modulation of albumin expression seems to be different. Hepatocytes from hepatectomized rats were cultured at low cell density and in the presence of EGF. Under these conditions, noradrenaline, which acted synergistically with EGF increasing DNA synthesis (de Juan et al., 1992. Exp. Cell. Res., 202:495-500), produced a decrease in albumin mRNA levels. This effect was dose-dependent, being maximum at 1 microM noradrenaline. Noradrenergic effect seemed to be mediated by alpha 1-receptors, because it was blocked by prazosin, but not by propranolol. Other Ca(2+)-increasing agents, as vasopressin, angiotensin II, or ATP, did not produce any effect. However, albumin mRNA levels decreased when the cells were incubated in the presence of tetradecanoyl phorbol-13-acetate (TPA). In addition, noradrenergic modulation of albumin expression was blocked by staurosporine, a protein kinase inhibitor with relative specificity for protein kinase C. Thus we can conclude that the role of noradrenaline on the regulation of liver growth and differentiation changes from fetal to adult life. This change is probably due to its action on different receptors: beta-receptors in fetal hepatocytes and alpha 1-receptors in the adult liver.
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MESH Headings
- Adenosine Triphosphate/pharmacology
- Albumins/genetics
- Albumins/metabolism
- Angiotensin II/pharmacology
- Animals
- Blotting, Northern
- Cells, Cultured
- Dose-Response Relationship, Drug
- Epidermal Growth Factor/pharmacology
- Gene Expression
- Glucose/pharmacology
- Liver/chemistry
- Liver/cytology
- Liver/physiology
- Male
- Norepinephrine/pharmacology
- Norepinephrine/physiology
- Prazosin/pharmacology
- Protein Kinase C/physiology
- RNA, Messenger/analysis
- RNA, Messenger/genetics
- Rats
- Rats, Wistar
- Receptors, Adrenergic, alpha/physiology
- Receptors, Adrenergic, beta/physiology
- Tetradecanoylphorbol Acetate/pharmacology
- Time Factors
- Vasopressins/pharmacology
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Affiliation(s)
- I Fabregat
- Departamento de Bioquímica y Biología Molecular, Centro Mixto C.S.I.C./U.C.M. Facultad de Farmacia, Ciudad Universitaria, Madrid, Spain
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Ko TC, Beauchamp RD, Townsend CM, Thompson EA, Thompson JC. Transforming growth factor-beta inhibits rat intestinal cell growth by regulating cell cycle specific gene expression. Am J Surg 1994; 167:14-9; discussion 19-20. [PMID: 8311125 DOI: 10.1016/0002-9610(94)90048-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Transforming growth factor-beta 1 (TGF-beta 1) inhibits the growth of intestinal cells, but the mechanisms involved are unknown. Using a rat intestinal crypt cell line (IEC-6), we determined the site of action in the cell cycle that TGF-beta 1 acts to suppress proliferation. We also examined the effect of TGF-beta 1 on the expression of proliferation-associated "immediate early" genes (zif268, jun-B, c-myc) during the early G1 phase and the cdc2 gene during the transition from the G1 phase to the S phase of the cell cycle. Cell cycle progression was determined by incorporation of 3H-thymidine, and gene expression was analyzed by Northern blot analysis. We found that TGF-beta 1 acts to inhibit proliferation of rat intestinal crypt cells by blocking cell cycle progression at the middle G1 phase. The genes activated during G1 can be divided into TGF-beta 1 insensitive (zif268, jun-B, and c-myc) and TGF-beta 1 sensitive (the cdc2 gene). TGF-beta 1 suppresses the induction of the cdc2 gene during the G1/S transition without inhibiting the activation of immediate early genes during the early G1 phase.
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Affiliation(s)
- T C Ko
- Department of Surgery, University of Texas Medical Branch Galveston 77555-0533
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