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Liu Y, Zhang H, Xu Y, Liu YZ, Al-Adra DP, Yeh MM, Zhang Z. Five Critical Gene-Based Biomarkers With Optimal Performance for Hepatocellular Carcinoma. Cancer Inform 2023; 22:11769351231190477. [PMID: 37577174 PMCID: PMC10413891 DOI: 10.1177/11769351231190477] [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: 03/06/2023] [Accepted: 07/11/2023] [Indexed: 08/15/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most fatal cancers in the world. There is an urgent need to understand the molecular background of HCC to facilitate the identification of biomarkers and discover effective therapeutic targets. Published transcriptomic studies have reported a large number of genes that are individually significant for HCC. However, reliable biomarkers remain to be determined. In this study, built on max-linear competing risk factor models, we developed a machine learning analytical framework to analyze transcriptomic data to identify the most miniature set of differentially expressed genes (DEGs). By analyzing 9 public whole-transcriptome datasets (containing 1184 HCC samples and 672 nontumor controls), we identified 5 critical differentially expressed genes (DEGs) (ie, CCDC107, CXCL12, GIGYF1, GMNN, and IFFO1) between HCC and control samples. The classifiers built on these 5 DEGs reached nearly perfect performance in identification of HCC. The performance of the 5 DEGs was further validated in a US Caucasian cohort that we collected (containing 17 HCC with paired nontumor tissue). The conceptual advance of our work lies in modeling gene-gene interactions and correcting batch effect in the analytic framework. The classifiers built on the 5 DEGs demonstrated clear signature patterns for HCC. The results are interpretable, robust, and reproducible across diverse cohorts/populations with various disease etiologies, indicating the 5 DEGs are intrinsic variables that can describe the overall features of HCC at the genomic level. The analytical framework applied in this study may pave a new way for improving transcriptome profiling analysis of human cancers.
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Affiliation(s)
- Yongjun Liu
- Department of Laboratory Medicine and Pathology, University of Washington Medical Center, Seattle, WA, USA
| | - Heping Zhang
- Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Yuqing Xu
- Department of Statistics, University of Wisconsin-Madison, Madison, WI, USA
| | - Yao-Zhong Liu
- Department of Biostatistics, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - David P Al-Adra
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Matthew M Yeh
- Department of Laboratory Medicine and Pathology, University of Washington Medical Center, Seattle, WA, USA
- Department of Medicine, University of Washington Medical Center, Seattle, WA, USA
| | - Zhengjun Zhang
- Department of Statistics, University of Wisconsin-Madison, Madison, WI, USA
- Biostatistics and Medical Informatics, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA
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Yadav SS, Prasad SB, Prasad CB, Pandey LK, Pradhan S, Singh S, Narayan G. CXCL12 is a key regulator in tumor microenvironment of cervical cancer: an in vitro study. Clin Exp Metastasis 2016; 33:431-9. [PMID: 26970955 DOI: 10.1007/s10585-016-9787-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 02/25/2016] [Indexed: 12/21/2022]
Abstract
CXCL12 is a small pro-inflammatory chemo-attractant cytokine which signals through chemokine receptor CXCR4. The importance of CXCL12/CXCR4 axis is coming to the fore in several divergent signaling pathway-initiating signals related to cell survival and/or proliferation and cancer metastasis. In the present study we have investigated whether deregulation in CXCR4 signaling (as a consequence of deregulated expression of CXCL12) modulate the metastatic potential of cervical carcinoma cells. We demonstrate that CXCL12 is frequently down regulated and its promoter is hypermethylated in cervical cancer cell lines and primary tumor biopsies. Exogenous treatment of cervical cancer cell lines (HeLa, SiHa and C-33A) with recombinant CXCL12 inhibited the metastasis promoting cell migration, cell invasion and anchorage independent cell growth events. Although this study will need further in vivo validation, our observations suggest that (a) silencing of CXCL12 in cervical cancer cells may be critical in migration and invasion, the key events in cancer cell metastases; (b) cervical cancer cells having down regulated CXCL12 are more prone to being attracted to CXCL12 expressed at secondary sites of metastases; and (c) CXCL12 inhibits anchorage independent cell growth via anoikis. These findings suggest the tumor suppressor functions of CXCL12 in cervical cancer.
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Affiliation(s)
- Suresh Singh Yadav
- Cancer Genetics Laboratory, Department of Molecular and Human Genetics, Banaras Hindu University, Varanasi, 221005, India
| | - Shyam Babu Prasad
- Cancer Genetics Laboratory, Department of Molecular and Human Genetics, Banaras Hindu University, Varanasi, 221005, India
| | - Chandra Bhushan Prasad
- Cancer Genetics Laboratory, Department of Molecular and Human Genetics, Banaras Hindu University, Varanasi, 221005, India
| | - Lakshmi Kant Pandey
- Department of Obstetrics and Gynecology, Banaras Hindu University, Varanasi, 221005, India
| | - Satyajit Pradhan
- Department of Radiotherapy & Radiation Medicine, Banaras Hindu University, Varanasi, 221005, India
| | - Sunita Singh
- Department of Zoology, MahilaMahavidyalaya, Banaras Hindu University, Varanasi, 221005, India.
| | - Gopeshwar Narayan
- Cancer Genetics Laboratory, Department of Molecular and Human Genetics, Banaras Hindu University, Varanasi, 221005, India.
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Wendt MK, Johanesen PA, Kang-Decker N, Binion DG, Shah V, Dwinell MB. Silencing of epithelial CXCL12 expression by DNA hypermethylation promotes colonic carcinoma metastasis. Oncogene 2006; 25:4986-97. [PMID: 16568088 PMCID: PMC4610155 DOI: 10.1038/sj.onc.1209505] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Cellular metastasis is the most detrimental step in carcinoma disease progression, yet the mechanisms that regulate this process are poorly understood. CXCL12 and its receptor CXCR4 are co-expressed in several tissues and cell types throughout the body and play essential roles in development. Disruption of either gene causes embryonic lethality due to similar defects. Post-natally, CXCL12 signaling has a wide range of effects on CXCR4-expressing cells, including the directed migration of leukocytes, lymphocytes and hematopoietic stem cells. Recently, this signaling axis has also been described as an important regulator of directed carcinoma cell metastasis. We show herein that while CXCR4 expression remains consistent, constitutive colonic epithelial expression of CXCL12 is silenced by DNA hypermethylation in primary colorectal carcinomas as well as colorectal carcinoma-derived cell lines. Inhibition of DNA methyltransferase (Dnmt) enzymes with 5-aza-2'-deoxycytidine or genetic ablation of both Dnmt1 and Dnmt3b prevented promoter methylation and restored CXCL12 expression. Re-expression of functional, endogenous CXCL12 in colorectal carcinoma cells dramatically reduced metastatic tumor formation in mice, as well as foci formation in soft agar. Decreased metastasis was correlated with increased caspase activity in cells re-expressing CXCL12. These data constitute the unique observation that silencing CXCL12 within colonic carcinoma cells greatly enhances their metastatic potential.
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Affiliation(s)
- MK Wendt
- Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - PA Johanesen
- Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - N Kang-Decker
- GI Research Unit, Department of Medicine, Mayo Clinic Foundation, Rochester, MN, USA
| | - DG Binion
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - V Shah
- GI Research Unit, Department of Medicine, Mayo Clinic Foundation, Rochester, MN, USA
| | - MB Dwinell
- Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI, USA
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Murdoch C, Giannoudis A, Lewis CE. Mechanisms regulating the recruitment of macrophages into hypoxic areas of tumors and other ischemic tissues. Blood 2004; 104:2224-34. [PMID: 15231578 DOI: 10.1182/blood-2004-03-1109] [Citation(s) in RCA: 654] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
The mechanisms responsible for recruiting monocytes from the bloodstream into solid tumors are now well characterized. However, recent evidence has shown that these cells then differentiate into macrophages and accumulate in large numbers in avascular and necrotic areas where they are exposed to hypoxia. This parallels their tendency to congregate in ischemic areas of other diseased tissues such as atherosclerotic plaques and arthritic joints. In tumors, macrophages appear to undergo marked phenotypic changes when exposed to hypoxia and to switch on their expression of a number of mitogenic and proangiogenic cytokines and enzymes. This then promotes tumor growth, angiogenesis, and metastasis. Here, we compare the various mechanisms responsible for monocyte recruitment into tumors with those regulating the accumulation of macrophages in hypoxic/necrotic areas. Because the latter are best characterized in human tumors, we focus mainly on these but also discuss their relevance to macrophage migration in ischemic areas of other diseased tissues. Finally, we discuss the relevance of these mechanisms to the development of novel cancer therapies, both in providing targets to reduce the proangiogenic contribution made by hypoxic macrophages in tumors and in developing the use of macrophages to deliver therapeutic gene constructs to hypoxic areas of diseased tissues.
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Affiliation(s)
- Craig Murdoch
- Tumor Targeting Group, Academic Unit of Pathology, Division of Genomic Medicine, University of Sheffield Medical School, Beech Hill Rd, Sheffield S10 2RX, United Kingdom
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Salcedo R, Oppenheim JJ. Role of chemokines in angiogenesis: CXCL12/SDF-1 and CXCR4 interaction, a key regulator of endothelial cell responses. Microcirculation 2003; 10:359-70. [PMID: 12851652 DOI: 10.1038/sj.mn.7800200] [Citation(s) in RCA: 121] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2002] [Accepted: 02/24/2003] [Indexed: 11/09/2022]
Abstract
Chemokines are small proteins that act as cell attractants via the activation of G protein-coupled receptors. Chemokines play an important role in several pathophysiological processes such as inflammation and immunity. Many proinflammatory chemokines also support the development of vascular blood supply at the site of inflammation. Similarly, tumor-generated chemokines can contribute to tumor growth by promoting angiogenesis. Recently, significant advances have been made in understanding the contribution of chemokines to the angiogenesis process. This review will discuss first the evidence supporting the direct contribution of different chemokine subfamily members, including CC, CXC, and CX3C chemokines, as positive or negative regulators of the angiogenesis process based on the expression of their cognate receptors on endothelial cells. Additionally, the relationship between classic angiogenic factors and chemokine receptor expression on endothelial cells, and the implications of chemokine production by cancer cells will be analyzed with particular emphasis on the CXCL12/stromal-cell derived factor-1 interaction with CXCR4.
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Affiliation(s)
- Rosalba Salcedo
- Laboratory of Molecular Immunoregulation, Division of Basic Sciences, National Cancer Institute at Frederick, Frederick, MD 21702-1201, USA
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Abstract
Chemokines play an important role in the generation of the immune system and in virtually every aspect of an immune response. The role of chemokines in antitumor immunity has been less straightforward to discern. A dichotomy exists in the field. One area of research has focused on the impact of tumor-derived chemokines, implicating them in everything from metastases to immune suppression. Another area of research has been dedicated to the introduction of chemokines into tumor cells in order to facilitate immune cell recruitment. In this review these two areas of investigation will be explored.
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Affiliation(s)
- Mark S Brault
- Department of Biology, Lafayette College, Easton, Pennsylvania 18042, USA
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Shibuta K, Mori M, Shimoda K, Inoue H, Mitra P, Barnard GF. Regional expression of CXCL12/CXCR4 in liver and hepatocellular carcinoma and cell-cycle variation during in vitro differentiation. Jpn J Cancer Res 2002; 93:789-97. [PMID: 12149145 PMCID: PMC5927066 DOI: 10.1111/j.1349-7006.2002.tb01321.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
The CXCL12 / CXCR4 system may be important in carcinoma. Expression of the alpha-chemokine SDF-1alpha (stromal cell derived factor-1alpha) / CXCL12 mRNA is reduced in many carcinomas, yet its tissue protein expression may guide metastasis. Here we first compare the mRNA and protein expression of CXCL12 and its receptor CXCR4 in human liver, hepatocellular carcinoma, and malignant cell lines, and then assess cell cycle variation in CXCR4 expression. CXCR4 mRNA was present in most normal human tissues and malignant cell lines; it was only marginally reduced in hepatomas, while CXCL12 was markedly reduced, P < 0.0001. Immuno-histochemical staining of adjacent non-malignant liver showed regional CXCR4 cytoplasmic and cell-surface staining, limited to those hepatocytes around the central vein, a distribution resembling that of CXCL12. CXCL12 protein was not present in hepatocellular carcinoma cells in vivo, nor was cytoplasmic CXCR4 staining; nuclear CXCR4 protein expression in some malignant hepatocytes and CXCR4 staining of capillary endothelial cells around tumor cells were noted. In some malignant cell lines that had no CXCL12 on northern blots CXCL12 was weakly detectable by RT-PCR or protein staining in the cytoplasm of a few cells. With a view to future manipulation of CXCL12 / CXCR4 expression and growth we noted that in HT-29 cells CXCR4 protein expression was less on confluent than on non-confluent cells and varied during the cell cycle. Higher expression was associated most closely with the percentage of cells in the S-phase and inversely with the percentage of cells in the G1-phase. Treatment of HT-29 cells with butyrate reduced CXCR4 cell surface expression and reduced the percentage of cells in S-phase. In summary, CXCL12 protein expression parallels its mRNA, being markedly reduced in malignant cell lines and hepatomas; in liver, the regional distributions of CXCL12 and cytoplasmic CXCR4 are similar; finally, in HT-29, CXCR4 expression correlates with the S-phase of the cell cycle and is reduced during butyrate-induced differentiation.
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Affiliation(s)
- Kenji Shibuta
- Department of Clinical Oncology, Medical Institute of Bioregulation, Kyushu University, Tsurumibaru, Beppu 874-0838, Japan
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Schrader AJ, Lechner O, Templin M, Dittmar KEJ, Machtens S, Mengel M, Probst-Kepper M, Franzke A, Wollensak T, Gatzlaff P, Atzpodien J, Buer J, Lauber J. CXCR4/CXCL12 expression and signalling in kidney cancer. Br J Cancer 2002; 86:1250-6. [PMID: 11953881 PMCID: PMC2375348 DOI: 10.1038/sj.bjc.6600221] [Citation(s) in RCA: 188] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2001] [Revised: 12/20/2001] [Accepted: 01/09/2002] [Indexed: 11/10/2022] Open
Abstract
CXCL12 (SDF-1), a CXC-chemokine, and its specific receptor, CXCR4, have recently been shown to be involved in tumourgenesis, proliferation and angiogenesis. Therefore, we analysed CXCL12alpha/CXCR4 expression and function in four human kidney cancer cell lines (A-498, CAKI-1, CAKI-2, HA-7), 10 freshly harvested human tumour samples and corresponding normal kidney tissue. While none of the analysed tumour cell lines expressed CXCL12alpha, A-498 cells were found to express CXCR4. More importantly, real-time RT-PCR analysis of 10 tumour samples and respective adjacent normal kidney tissue disclosed a distinct and divergent downregulation of CXCL12alpha and upregulation of CXCR4 in primary tumour tissue. To prove that the CXCR4 protein is functionally active, rhCXCL12alpha was investigated for its ability to induce changes of intracellular calcium levels in A-498 cells. Moreover, we used cDNA expression arrays to evaluate the biological influence of CXCL12alpha. Comparing gene expression profiles in rhCXCL12alpha stimulated vs unstimulated A-498 kidney cancer cells revealed specific regulation of 31 out of 1176 genes tested on a selected human cancer array, with a prominent stimulation of genes involved in cell-cycle regulation and apoptosis. The genetic changes reported here should provide new insights into the developmental paths leading to tumour progression and may also aid the design of new approaches to therapeutic intervention.
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Affiliation(s)
- A J Schrader
- Department of Cell Biology and Immunology, German Research Centre for Biotechnology (GBF), Mascheroder Weg 1, D-38124 Braunschweig, Germany
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Katsuta T, Lim C, Shimoda K, Shibuta K, Mitra P, Banner BF, Mori M, Barnard GF. Interleukin-8 and SDF1-alpha mRNA expression in colonic biopsies from patients with inflammatory bowel disease. Am J Gastroenterol 2000; 95:3157-64. [PMID: 11095335 DOI: 10.1111/j.1572-0241.2000.03289.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Interleukin-8 (IL-8) as an alpha-chemokine recruits and activates neutrophils, which are abundant in the intestinal lesions of ulcerative colitis (UC) and Crohn's disease (CD). Stromal cell-derived factor 1 (SDF1-alpha) is a new chemokine that is chemotactic to neutrophils. The aims of this study were to assess the relative expression of SDF1-alpha and IL-8 mRNA in different colonic regions and patients with inflammatory bowel disease with varied degrees of inflammation in the colon. METHODS Colon biopsy samples were obtained from 19 patients with UC, 12 with CD, and 5 with irritable bowel syndrome (IBS) who underwent colonoscopy. Levels of IL-8 and SDF1-alpha mRNA expression were measured semiquantitatively by reverse-transcription and polymerase chain reaction amplification. The cytokine mRNA levels were corrected for glyceraldelyde-3-phosphate dehydrogenase mRNA expression. RESULTS IL-8 mRNA expression was significantly correlated with SDF1-alpha expression in normal biopsies from IBS patients (r = 0.58, p < 0.01). There was no significant difference in cytokine mRNA expression (IL-8 or SDF1-alpha) across different regions of the colon or rectum in uninflamed normal biopsies. The IL-8 mRNA expression ratios in UC (mean +/- SD, 1.03 +/- 0.52) and CD (0.90 +/- 0.38) patients were significantly higher than in IBS (0.52 +/- 0.17) (p < 0.01, p < 0.05, respectively). The SDF1-alpha mRNA expression ratio in UC (0.30 +/- 0.52) was higher than in both CD (0.21 +/- 0.10) and IBS patients (0.22 +/- 0.11) (p < 0.01, <0.05, respectively). A statistically significant correlation was found between the IL-8 mRNA expression and the colonic inflammation in UC patients (r = 0.44, p < 0.05) but not for SDF1-alpha expression in UC patients. CONCLUSIONS IL-8 but not SDF1-alpha mRNA expression was associated with inflammation in UC. This suggests that IL-8 may play a more important role in inflammatory bowel disease than does SDF1-alpha.
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Affiliation(s)
- T Katsuta
- Department of Medicine, University of Massachusetts Medical School, Worcester 01655-0310, USA
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Shimoda K, Begum NA, Shibuta K, Mori M, Bonkovsky HL, Banner BF, Barnard GF. Interleukin-8 and hIRH (SDF1-alpha/PBSF) mRNA expression and histological activity index in patients with chronic hepatitis C. Hepatology 1998; 28:108-15. [PMID: 9657103 DOI: 10.1002/hep.510280116] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Recombinant human intercrine reduced in hepatomas (hIRH)/stromal cell-derived factor 1 (SDF1-alpha)/pre-B-cell growth-stimulating factor (PBSF), a new chemokine, exhibits an in vitro chemotaxis to neutrophils and a mixed in vivo chemotactic activity to neutrophils, lymphocytes, and monocytes in a rat intradermal injection model. We have investigated the messenger RNA (mRNA) expression of interleukin-8 (IL-8) and hIRH, in chronic hepatitis C of differing severity. Levels of expression of IL-8 and hIRH mRNA obtained from 37 human liver biopsy samples were measured by reverse-transcription and semiquantitative polymerase chain reaction (RT-PCR) amplification. We examined the correlation between mRNA expression and components of the histological activity index (HAI). Patients with HAI > or = 8 had a significantly higher corrected IL-8 mRNA expression ratio (0.24 +/- 0.13 [mean +/- SD]; n = 20) than those with HAI < or = 7 (0.05 < or = 0.03; n = 17; P < .0001). Additionally, IL-8 mRNA expression was strongly associated with the severity of portal inflammation (PI) (high PI vs. low PI, 0.22 +/- 0.14 vs. 0.05 +/- 0.04; P < .0001) and with the presence of bile duct lesions (0.29 +/- 0.15 vs. 0.11 +/- 0.1; P < .01). In contrast, hIRH mRNA expression was not associated with the total HAI, any components of the HAI, or bile duct inflammation or injury. These results suggest that hIRH, although having the -CXC-, alpha chemokine motif, and exhibiting in vivo and in vitro inflammatory activity as does IL-8, plays a different role from IL-8 in hepatic inflammation and injury. IL-8 expression is directly associated with inflammation in patients with chronic hepatitis C, while hIRH expression does not correlate with histopathological severity of inflammation.
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Affiliation(s)
- K Shimoda
- Department of Medicine, University of Massachusetts Medical Center, Worcester 01655-0310, USA
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Shibuta K, Begum NA, Mori M, Shimoda K, Akiyoshi T, Barnard GF. Reduced expression of the CXC chemokine hIRH/SDF-1alpha mRNA in hepatoma and digestive tract cancer. Int J Cancer 1997; 73:656-62. [PMID: 9398042 DOI: 10.1002/(sici)1097-0215(19971127)73:5<656::aid-ijc8>3.0.co;2-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
We isolated human intercrine reduced in hepatomas (hIRH) as a mRNA whose expression was reduced in differential displays from human hepatocellular carcinoma. hIRH is equivalent to the alpha-chemokine SDF-1alpha/PBSF. We have previously demonstrated on Northern blot analysis that although hIRH mRNA expression is common in human normal tissues, it is absent from pre-malignant colonic adenomas and from 27 human malignant cell lines. However, there are no reports on the mRNA status of hIRH in other human cancers. The present study was designed to investigate semi-quantitatively the expression of hIRH/SDF-1alpha mRNA in hepatocellular carcinoma and digestive tract cancers by reverse transcription-polymerase chain reaction (RT-PCR). The expression of hIRH/SDF-1alpha in the majority of cancer tissues analyzed was markedly reduced compared with that in adjacent non-cancer tissue. RT-PCR was more sensitive than Northern blots in the detection of hIRH mRNA. The average (mean +/- SE) tumor/normal (T/N) ratio determined by RT-PCR was 0.40 +/- 0.07 in 10 pairs of hepatoma, 0.38 +/- 0.09 in 14 pairs of colon cancers, 0.43 +/- 0.07 in 10 pairs of esophageal cancers and 0.70 +/- 0.09 in 26 pairs of gastric cancers. As a control, the mean G3PDH T/N ratio was 1.16 +/- 0.06. The distribution of T/N ratios was significantly different between gastric cancer and the other cancers, but there was no correlation between hIRH/SDF-1alpha expression and clinicopathological characteristics in gastric cancer. Our findings demonstrate that hIRH/SDF-1alpha expression is reduced in the majority of gastrointestinal tumors.
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Affiliation(s)
- K Shibuta
- Department of Medicine, University of Massachusetts Medical Center, Worcester 01655-0310, USA
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