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Zhao X, Liang Q, Song X, Zhang Y. Whole genome sequence of Lactiplantibacillus plantarum MC5 and comparative analysis of eps gene clusters. Front Microbiol 2023; 14:1146566. [PMID: 37200914 PMCID: PMC10185785 DOI: 10.3389/fmicb.2023.1146566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/17/2023] [Indexed: 05/20/2023] Open
Abstract
Introduction Probiotic Lactiplantibacillus plantarum MC5 produces large amounts of exopolysaccharides (EPS), and its use as a compound fermentor can greatly improve the quality of fermented milk. Methods To gain insight into the genomic characteristics of probiotic MC5 and reveal the relationship between its EPS biosynthetic phenotype and genotype, we analyzed the carbohydrate metabolic capacity, nucleotide sugar formation pathways, and EPS biosynthesis-related gene clusters of strain MC5 based on its whole genome sequence. Finally, we performed validation tests on the monosaccharides and disaccharides that strain MC5 may metabolize. Results Genomic analysis showed that MC5 has seven nucleotide sugar biosynthesis pathways and 11 sugar-specific phosphate transport systems, suggesting that the strain can metabolize mannose, fructose, sucrose, cellobiose, glucose, lactose, and galactose. Validation results showed that strain MC5 can metabolize these seven sugars and produce significant amounts of EPS (> 250 mg/L). In addition, strain MC5 possesses two typical eps biosynthesis gene clusters, which include the conserved genes epsABCDE, wzx, and wzy, six key genes for polysaccharide biosynthesis, and one MC5-specific epsG gene. Discussion These insights into the mechanism of EPS-MC5 biosynthesis can be used to promote the production of EPS through genetic engineering.
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Dawood RM, El-Meguid MA, Shousha HI, Elsayed A, Nabeel MM, Yosry A, Abdelaziz A, Salum GM. Seven gene signature explores the impact of DAAs on the appearance of hepatocellular carcinoma in HCV infected patients. Heliyon 2022; 8:e10119. [PMID: 36033258 PMCID: PMC9404272 DOI: 10.1016/j.heliyon.2022.e10119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 04/30/2022] [Accepted: 07/25/2022] [Indexed: 11/03/2022] Open
Abstract
HCV damages the hepatocytes ending with hepatocellular carcinoma (HCC). The direct-acting antivirals (DAAs) treatment has raised hopes for reducing the incidence of HCC. However, several scientific debate regarding the impact of DAAs on the occurrence of HCC in patients with cirrhosis. We aimed to study the Cirrhosis Risk Score (CRS), several clinical factors and tumor characteristics between patients who developed HCC either with or without DAAs treatment "DAA-exposed HCC patients" and "DAA-unexposed HCC patients". Methods CRS was assessed via genotyping by allelic discrimination assays in HCV patients who developed de novo HCC (with DAAs (DAA-exposed HCC patients, n = 50), and without DAAs treatment (DAA-unexposed HCC patients, n = 40)). APRI, FIB-4 scores, and tumor characteristics were assessed. Results Around 60% and 48% of DAA-exposed HCC patients and DAA-unexposed HCC patients; respectively had high CRS scores without significant difference. DAA-exposed HCC patients showed elevated Albumin, Hemoglobin and decreased ALT, AST compared with DAA-unexposed HCC patients (P = 0.002, 0.04, <0.001 and 0.006; respectively). FIB4 and APRI didn't reach the statistical difference between the studied groups. DAA-exposed HCC patients have higher overall survival (OS) than DAA-unexposed HCC patients (median: 30 & 15 months; respectively (p = 0.019)). Moreover, no significant differences were observed between the two groups in their focal lesion characteristics. Conclusion All studied patients are genetically predisposed to develop HCC. Moreover, DAAs significantly improved the OS and the biochemical parameters. No differences between the two groups were detected regarding their tumor characteristics. Accordingly, the appearance of HCC after treatment is attributed to the natural course of cirrhosis.
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Affiliation(s)
- Reham M Dawood
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Mai Abd El-Meguid
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Hend Ibrahim Shousha
- Department of Endemic Medicine and Hepato-gastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ahmed Elsayed
- Department of Endemic Medicine and Hepato-gastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Mohamed Mahmoud Nabeel
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Ayman Yosry
- Department of Endemic Medicine and Hepato-gastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ashraf Abdelaziz
- Department of Endemic Medicine and Hepato-gastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ghada M Salum
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
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Ibrahim MK, AbdElrahman M, Bader El Din NG, Tawfik S, Abd-Elsalam S, Omran D, Barakat AZ, Farouk S, Elbatae H, El Awady MK. The impact of genetic variations in sofosbuvir metabolizing enzymes and innate immunity mediators on treatment outcome in HCV-infected patients. Microb Pathog 2021; 162:105311. [PMID: 34843922 DOI: 10.1016/j.micpath.2021.105311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/20/2021] [Accepted: 11/22/2021] [Indexed: 02/07/2023]
Abstract
Hepatitis C virus (HCV) is the leading cause of liver diseases worldwide. At present, combinations of different classes of direct-acting antiviral agents (DAAs) are used as treatment options for HCV, in which sofosbuvir (SOF) is the common DAA among different therapeutic regimes. In Egypt, SOF plus daclatasvir (DCV) is the widely used anti-HCV treatment protocol. Herein, we aimed to assess the association between 3 single-nucleotide polymorphisms (SNPs) at the genes coding for 2 SOF metabolizing enzymes: histidine triad nucleotide-binding protein 1 (HINT1) rs4696/rs7728773 and nucleoside diphosphate kinase 1 (NME1) rs3760468, together with the most potent anti-HCV innate molecule, i.e., interferon lambda 3 (IFNL3) rs12979860 and the response to SOF/DCV in Egyptian patients chronically infected with genotype 4 (GT4). SNPs were genotyped using real-time PCR in DNA from patients who achieved sustained virological response (SVR) at 12 weeks post-SOF/DCV treatment (i.e., responders; n = 188), patients who failed to achieve SVR12 (i.e., non-responders; n = 109), and healthy controls (n = 62). Our results demonstrated that patients bearing HINT1 rs7728773 CT/TT (odds ratio 2.119, 95% CI 1.263-3.559, p = 0.005) and IFNL3 rs12979860 CC (odds ratio 3.995, 95% CI 2.126-7.740, p = 0.0001) were more likely to achieve SVR12. However, neither HINT1 rs4696 nor NME1 rs3760468 seems to contribute to the responsiveness to SOF/DCV. Binary regression analysis defined 5 predictor factors independently associated with SVR12: age, bilirubin, hemoglobin, early stages of fibrosis, and combined HINT1 rs7728773 and IFNL3 rs12979860 favorable and mixed genotypes (odds ratio 3.134, 95% CI 1.518-6.47, p = 0.002), and that was confirmed by the combined ROC curve for the 5 predictor factors (AUC = 0.91, 95% CI 0.869-0.95, P = 0.0001). In conclusion, these data suggest that the two SNPs have the potential in predicting the response rate to SOF/DCV treatment in patients infected with HCV GT4. This study is the first to investigate the pharmacogenetics of SOF metabolizing enzyme and introduce HINT1 rs7728773 as a novel SNP that predicts the treatment efficacy.
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Affiliation(s)
- Marwa K Ibrahim
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt.
| | - Mohamed AbdElrahman
- Department of Pharmacy, Al-Mustaqbal University College, Babylon, Iraq; Clinical Pharmacy Unit, Badr University Hospital, Faculty of Medicine, Helwan University, Egypt
| | - Noha G Bader El Din
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt
| | - Salwa Tawfik
- Department of Internal Medicine, National Research Center, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt
| | - Sherief Abd-Elsalam
- Department of Tropical Medicine and Infectious Diseases, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Dalia Omran
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Egypt
| | - Amal Z Barakat
- Department of Molecular Biology, Biotechnology Research Institute, National Research Center, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt
| | - Sally Farouk
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt
| | - Hassan Elbatae
- Department of Tropical Medicine, Faculty of Medicine, Kafer Elshiek University, Kafer Elshiek, Egypt
| | - Mostafa K El Awady
- Department of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, 33 EL Bohouth St. (formerly El Tahrir St.), Dokki, Giza, P.O. 12622, Egypt
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Zhu Y, Xu W, Hu W, Wang F, Zhou Y, Xu J, Gong W. Discovery and validation of novel protein markers in mucosa of portal hypertensive gastropathy. BMC Gastroenterol 2021; 21:214. [PMID: 33971821 PMCID: PMC8111717 DOI: 10.1186/s12876-021-01787-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 04/22/2021] [Indexed: 11/10/2022] Open
Abstract
Background Portal hypertension induced esophageal and gastric variceal bleeding is the main cause of death among patients of decompensated liver cirrhosis. Therefore, a standardized, biomarker-based test, to make an early-stage non-invasive risk assessment of portal hypertension, is highly desirable. However, no fit-for-purpose biomarkers have yet been identified. Methods We conducted a pilot study consisting of 5 portal hypertensive gastropathy (PHG) patients and 5 normal controls, sampling the gastric mucosa of normal controls and PHG patients before and after endoscopic cyanoacrylate injection, using label-free quantitative (LFQ) mass spectrometry, to identify potential biomarker candidates in gastric mucosa from PHG patients and normal controls. Then we further used parallel reaction monitoring (PRM) to verify the abundance of the targeted protein. Results LFQ analyses identified 423 significantly differentially expressed proteins. 17 proteins that significantly elevated in the gastric mucosa of PHG patients were further validated using PRM. Conclusions This is the first application of an LFQ-PRM workflow to identify and validate PHG–specific biomarkers in patient gastric mucosa samples. Our findings lay the foundation for comprehending the molecular mechanisms of PHG pathogenesis, and provide potential applications for useful biomarkers in early diagnosis and treatment. Trial registration and ethics approval: Trial registration was completed (ChiCTR2000029840) on February 25, 2020. Ethics Approvals were completed on July 17, 2017 (NYSZYYEC20180003) and February 15, 2020 (NYSZYYEC20200005). Supplementary Information The online version contains supplementary material available at 10.1186/s12876-021-01787-5.
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Affiliation(s)
- Ying Zhu
- Department of Gastroenterology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China
| | - Wen Xu
- Department of Gastroenterology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China
| | - Wei Hu
- Department of Gastroenterology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China
| | - Fang Wang
- Department of Gastroenterology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China
| | - Yan Zhou
- Information Management Section, Bethune International Peace Hospital, Shijiazhuang City, Hebei Province, China
| | - Jianguo Xu
- Department of Liver Disease Center, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China.
| | - Wei Gong
- Department of Gastroenterology, Shenzhen Hospital of Southern Medical University, Shenzhen, 518000, Guangdong, China.
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El-Fattah MA. Predictive power of Interleukin-28B gene variants for outcome of Hepatitis C Virus genotype 4 in Egyptians: A systematic review and meta-analysis. Clin Res Hepatol Gastroenterol 2021; 45:101480. [PMID: 32622719 DOI: 10.1016/j.clinre.2020.06.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Revised: 05/09/2020] [Accepted: 06/01/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND An advanced liver fibrosis did not abolish an Egyptian ethnicity as a favourable predictor for hepatitis C genotype 4 (HCV-GT4) outcome, that raises genetic issues. PATIENTS AND METHODS Multiple databases were searched from inception up to 1 April, 2020 for all studies included Egyptians, whose were genotyped for Interleukin-28B (IL-B28) in the setting of HCV. The pooled odds ratios (ORs) were based on a fixed or random effect model as appropriate. RESULTS In total, 33 studies included 5,538 Egyptians from 9 governorates. Of these, 4088 patients had chronic HCV-GT4, 373 resolvers (spontaneously cleared the virus), and 1077 non-infected subjects. The pooled prevalence of CC and CT/TT rs12979860 genotypes among chronic HCV-GT4 were 32%, and 68%, respectively. The pooled sustained virologic response (SVR) was achieved in 54% of 2,622 patients received Pegylated-interferon and Ribavirin. Compared with chronic HCV-infected patients, the favorable CC genotype was over-represented in the healthy subjects (30% vs. 45%), and HCV resolvers (28% vs. 59%). The CC genotype carriers were two-times more likely to resist HCV infection (vs. CT/TT OR=1.93, P<0.001), three-times (OR=3.31, P<0.001) to clear the virus spontaneously, and six-times to achieve interferon-induced SVR (ORcorrected=6.03; P<0.001). The rs8099917 TT carriers were associated with a higher rate of SVR (vs. wild GT/GG, 74% vs. 38%), with 3-fold probability achieving SVR (ORcorrected=3.42, P<0.001). CONCLUSIONS Polymorphisms near the IL-28B gene protect against infection and persistence of HCV, and predict SVR.
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Affiliation(s)
- Mohamed Abd El-Fattah
- Department of Internal Medicine, Faculty of Medicine, Suez Canal University, Ring Road, Ismailia City, Ismailia 41522, Egypt.
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Dawood RM, Salum GM, El-Meguid MA, Elsayed A, Yosry A, Abdelaziz A, Shousha HI, Nabeel MM, El Awady MK. Development of a gene signature for predicting cirrhosis risk score of chronic liver disease associated with HCV infection in Egyptians. Microb Pathog 2021; 153:104805. [PMID: 33609649 DOI: 10.1016/j.micpath.2021.104805] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Complex diseases such as fibrosis are likely polygenic. Lately, cirrhosis risk score (CRS) clearly discriminated Chronic HCV patients with high-risk versus those with low-risk for cirrhosis better than clinical factors. METHODS Herein, the CRS was assessed via genotyping by allelic discrimination assays in 243 HCV Egyptian patients categorized into 164 patients didn't develop HCC (93 mild, 71 advanced fibrosis); and 79 patients developed HCC. APRI and FIB-4 scores were calculated, compared with CRS and correlated with degree of fibrosis progression. RESULTS Median of the three CRS, APRI and FIB-4 scores were significantly elevated in late fibrotic and HCC patients (p < 0.001); however CRS displayed proper discrimination (mild fibrosis (0.59; 0.4-0.75), advanced fibrosis (0.75; 0.7-0.86) and HCC (0.73; 0.57-0.77); (p < 0.001)). The ROC analysis of CRS score displayed modest accuracy to discriminate between mild and advanced fibrotic patient; AUC was 0.73; p < 0.0001), while AUC was only 0.57 (p = 0.05) for the discrimination between HCC and no HCC. Moreover, the combination of CRS, APRI and FIB4 lessened the power of correlation (AUC, 0.63 (p < 0.0001)) in fibrosis prognosis. In HCC prognosis, the combination of CRS, APRI and FIB4 in HCC patients showed modest accuracy with AUC, 0.59 (p = 0.0001). CONCLUSION The diagnostic accuracy of FIB-4 for predicting liver fibrosis was nearly identical to that of CRS, however the strength of CRS score stemmed from that it is built on 7 SNPs host genetic factor. Our study validates non invasive algorithms for fibrosis prognosis purposes which may aid in decision making for therapeutic intervention.
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Affiliation(s)
- Reham M Dawood
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt.
| | - Ghada M Salum
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Mai Abd El-Meguid
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
| | - Ahmed Elsayed
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ayman Yosry
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Ashraf Abdelaziz
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Hend Ibrahim Shousha
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Mohamed Mahmoud Nabeel
- Department of Endemic Medicine and Hepatogastroenterology, Faculty of Medicine, Cairo University, Egypt
| | - Mostafa K El Awady
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, 33 EL Bohouth Street Dokki, Giza, 12622, Egypt
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Omran MH, Fotouh BE, Shousha WG, Ismail A, Ibrahim NE, Ramadan SS. Strong Correlation of MTHFR Gene Polymorphisms with Breast Cancer and its Prognostic Clinical Factors among Egyptian Females. Asian Pac J Cancer Prev 2021; 22:617-626. [PMID: 33639682 PMCID: PMC8190368 DOI: 10.31557/apjcp.2021.22.2.617] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Indexed: 12/18/2022] Open
Abstract
Introduction: Globally, Breast cancer (BC) is considered the second most common type of cancer and the principal cause of death among affected women. Aim: In this study, we targeted to demonstrate the association of MTHFR single gene polymorphisms (SNPs) with the susceptibility of breast cancer, in addition to its correlation with the clinical patient features. Patients and Methods: This work was conducted on 100 Egyptian females with breast cancer and 60 healthy matched controls. Clinical examinations and pathological investigations were recorded. Genotyping of MTHFR polymorphisms C677T (rs1801133) and A1298C (rs1801131) by using Restriction Fragment length Polymorphisms (RFLP) and Sequencing assays were performed. Univariate, Multivariate and Haplotype analysis for the allelic frequencies and the association with clinicopathological features of BC were assessed. Results: The present data showed a strong significant association between the CT and TT of MTHFR (C677T), and AC and CC of (A1289C) with the susceptibility of BC showing highly statistical P- value (0.001). It was also demonstrated that the most frequent haplotype of the two loci of MTHFR (rs1801133-rs1801131) was TC. The latter was strongly associated with the aggressive clinical features of each of tumor size, advanced stage, involvement of cancer in lymph nodes, overexpression of HER2neu and dual negativity of both ER and PR hormones. Conclusions: SNPs within the MTHFR gene (C677T) and (A1289C) have strong correlation with BC among Egyptian females; These SNPs should be considered as important prognostic markers for identifying the individuals at high risk of developing BC and its progression.
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Affiliation(s)
- Moataza H Omran
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, Cairo, Egypt
| | - Basma E Fotouh
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, Cairo, Egypt
| | - Wafaa G Shousha
- Department of Chemistry, Faculty of Science, Helwan University, Cairo, Egypt
| | - Abeer Ismail
- Department of Clinical and Chemical Pathology, National Cancer Institute, Cairo University, Giza, Egypt
| | - Noha E Ibrahim
- Department of Microbial Biotechnology, Genetic Engineering Division, National Research Centre, Cairo, Egypt
| | - Shimaa S Ramadan
- Department of Chemistry, Faculty of Science, Helwan University, Cairo, Egypt
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Vittrant B, Leclercq M, Martin-Magniette ML, Collins C, Bergeron A, Fradet Y, Droit A. Identification of a Transcriptomic Prognostic Signature by Machine Learning Using a Combination of Small Cohorts of Prostate Cancer. Front Genet 2020; 11:550894. [PMID: 33324443 PMCID: PMC7723980 DOI: 10.3389/fgene.2020.550894] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 10/29/2020] [Indexed: 01/31/2023] Open
Abstract
Determining which treatment to provide to men with prostate cancer (PCa) is a major challenge for clinicians. Currently, the clinical risk-stratification for PCa is based on clinico-pathological variables such as Gleason grade, stage and prostate specific antigen (PSA) levels. But transcriptomic data have the potential to enable the development of more precise approaches to predict evolution of the disease. However, high quality RNA sequencing (RNA-seq) datasets along with clinical data with long follow-up allowing discovery of biochemical recurrence (BCR) biomarkers are small and rare. In this study, we propose a machine learning approach that is robust to batch effect and enables the discovery of highly predictive signatures despite using small datasets. Gene expression data were extracted from three RNA-Seq datasets cumulating a total of 171 PCa patients. Data were re-analyzed using a unique pipeline to ensure uniformity. Using a machine learning approach, a total of 14 classifiers were tested with various parameters to identify the best model and gene signature to predict BCR. Using a random forest model, we have identified a signature composed of only three genes (JUN, HES4, PPDPF) predicting BCR with better accuracy [74.2%, balanced error rate (BER) = 27%] than the clinico-pathological variables (69.2%, BER = 32%) currently in use to predict PCa evolution. This score is in the range of the studies that predicted BCR in single-cohort with a higher number of patients. We showed that it is possible to merge and analyze different small and heterogeneous datasets altogether to obtain a better signature than if they were analyzed individually, thus reducing the need for very large cohorts. This study demonstrates the feasibility to regroup different small datasets in one larger to identify a predictive genomic signature that would benefit PCa patients.
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Affiliation(s)
- Benjamin Vittrant
- Centre de Recherche du CHU de Québec - Université Laval, Québec, QC, Canada.,Département de Médecine Moléculaire, Université Laval, QC, Canada
| | - Mickael Leclercq
- Centre de Recherche du CHU de Québec - Université Laval, Québec, QC, Canada.,Département de Médecine Moléculaire, Université Laval, QC, Canada
| | - Marie-Laure Martin-Magniette
- Universities of Paris Saclay, Paris, Evry, CNRS, INRAE, Institute of Plant Sciences Paris Saclay (IPS2), 91192, GIf sur Yvette, France.,UMR MIA-Paris, AgroParisTech, INRA, Université Paris-Saclay, Paris, France
| | - Colin Collins
- Vancouver Prostate Cancer Centre, Vancouver, BC, Canada.,Department of Urologic Sciences, The University of British Columbia, Vancouver, BC, Canada
| | - Alain Bergeron
- Centre de Recherche du CHU de Québec - Université Laval, Québec, QC, Canada.,Département de Chirurgie, Oncology Axis, Université Laval, Québec, QC, Canada
| | - Yves Fradet
- Centre de Recherche du CHU de Québec - Université Laval, Québec, QC, Canada.,Département de Chirurgie, Oncology Axis, Université Laval, Québec, QC, Canada
| | - Arnaud Droit
- Centre de Recherche du CHU de Québec - Université Laval, Québec, QC, Canada.,Département de Médecine Moléculaire, Université Laval, QC, Canada
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Reactivation of human cytomegalovirus inhibits expression of liver fibrosis related cytokines in patients chronically infected with hepatitis C virus genotype 4a. Microb Pathog 2020; 152:104596. [PMID: 33127535 DOI: 10.1016/j.micpath.2020.104596] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/22/2020] [Accepted: 10/23/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND The impact of human cytomegalovirus (HCMV) reactivation on the expression pattern of matrix metalloproteinases, their inhibitors and related cytokines during HCV infection poorly understood. METHODS Reactivation of CMV in 95 subjects (75 chronically infected HCV patients and 20 healthy subjects) was examined. All studied subjects had detectable IgG antibodies for CMV, but only 35/75 of HCV patients (46.7%) had detectable CMV DNA. The expressions of 11 fibrosis related genes by quantitative real-time PCR were analyzed in subjects' PBMCs. The serum levels of TGFβ2 and PDGFα have been measured by ELISA. RESULTS Chronically infected HCV patients with reactivated CMV had less expression of TGF-β1, TGF-β2, PDGFα and STAT1 transcripts than HCV patients with latent CMV (p = 0.037, 0.006, 0.001 and 0.009; respectively) and normal controls (TGF-β2, p = 0.008). Moreover the expression of (TGFβ2 and PDGFα) genes decreased significantly in CMV-reactivated patients during the early stage of fibrosis relative to the comparable stage of HCV infection (p = 0.004 and 0.008; respectively). Besides, the mRNA abundance of STAT1 gene in CMV-reactivated patients decreased dramatically as compared to HCV infections during the late stage of fibrosis (p = 0.014). The TGFβ2 protein level has been declined dramatically in CMV-reactivated patients compared to HCV infected patients and control group (p = 0.001 and 0.033; respectively). Our results suggest that CMV reactivation disrupts the expression of several cytokines as compared to solitary infection with HCV. Noticeably, the expressions of matrix metalloproteinases genes and their inhibitors have not been significantly influenced by reactivation of CMV. CONCLUSION The current data reveal that reactivation of CMV partially blocks the upregulation of 2 important pro-inflammatory cytokines i.e. TGFβ 2 and PDGFα at early stages of fibrosis, moreover this CMV mediated blockage of the STAT1 shows statistical significance at late stage of fibrosis.
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10
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Mohamed AA, Omran D, El-Feky S, Darwish H, Kassas A, Farouk A, Ezzat O, Abdo SM, Zahran FE, El-Demery A, Omran MM. Toll-like receptor 7 mRNA is reduced in hepatitis C-based liver cirrhosis and hepatocellular carcinoma, out-performs alpha-fetoprotein levels, and with age and serum aspartate aminotransferase is a new diagnostic index. Br J Biomed Sci 2020; 78:18-22. [PMID: 32573389 DOI: 10.1080/09674845.2020.1778842] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Hepatitis B and C viruses are leading causes of liver cirrhosis and hepatocellular carcinoma (HCC). Toll-like receptor 7 (TLR-7) has been implicated in the pathogenesis of HCC linked to hepatitis B. We hypothesised a role of leukocyte TLR-7 mRNA in hepatitis C related liver cirrhosis and HCC, using alpha-fetoprotein (AFP) and liver function tests as comparators. METHODS We recruited 102 patients with HCV-related HCC, 97 with HCV-related liver cirrhosis and 60 healthy controls. Quantification of TLR-7 mRNA was performed using real-time PCR, AFP and routine LFTs by standard techniques. RESULTS TLR-7 mRNA levels were significantly lower in HCC patients compared to cirrhotic patients and lower again in healthy controls (p < 0.001 for trend). In multivariate analysis, age, aspartate transaminase (AST), AFP, and TLR-7 mRNA were significant predictors of HCC. The ROCC/AUC for age, AST and TLR-7 mRNA were all between 0.64 and 0.78 (all P < 0.01), but for AFP was 0.57 (95% CI 0.48-0.65, P = 0.09). We derived an index score using age, AST and TLR-7 mRNA for the diagnosis of HCC. The ROCC/AUC for the index was superior to all three root indices in the prediction of HCC. The index linked significantly with the Tokyo and Vienna liver cancer staging systems, but not with those of the CLIP and Okuda systems, in distinguishing HCC from liver cirrhosis. CONCLUSION The combination of TLR-7 mRNA levels with age and AST improves the performance of TLR-7 in HCC diagnosis, out-performs alpha-fetoprotein and predicts early HCC.
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Affiliation(s)
- A A Mohamed
- Biochemistry Department, National Hepatology and Tropical Medicine Research Institute, Cairo University , Giza, Egypt
| | - D Omran
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University , Giza, Egypt
| | - S El-Feky
- Biochemistry Department, Damanhur Medical National Institute , Egypt
| | - H Darwish
- Oncology Department, Ismailia Teaching Oncology Hospital , Ismailia, Egypt
| | - Ael Kassas
- Radiology Department, El Sahel Teaching Hospital , Cairo, Egypt
| | - A Farouk
- Radiology Department, National Institute of Diabetes and Endocrinology , Giza, Egypt
| | - O Ezzat
- Biochemistry Department, Faculty of Pharmacy, Egyptian Russian University , Cairo, Egypt
| | - S M Abdo
- Chemistry Department, Faculty of Science, Helwan University , Cairo, Egypt
| | - F E Zahran
- Internal Medicine Department, Faculty of Medicine (Girls), Al-azhar University , Cairo, Egypt
| | - A El-Demery
- Biochemistry Department, Faculty of Medicine, October 6 University , 6th of October City, Egypt
| | - M M Omran
- Chemistry Department, Faculty of Science, Helwan University , Cairo, Egypt
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11
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Hou W, Qiao K, Huo Z, Du Y, Wang C, Syn WK. Association of IFNL3 rs12979860 polymorphism with HCV-related hepatocellular carcinoma susceptibility in a Chinese population. Clin Exp Gastroenterol 2019; 12:433-439. [PMID: 31807049 PMCID: PMC6842746 DOI: 10.2147/ceg.s206194] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Accepted: 08/19/2019] [Indexed: 12/12/2022] Open
Abstract
Background The association between interferon lambda-3 (IFNL3,also known as interleukin 28B, IL28B) rs12979860 polymorphism and the development of hepatocellular carcinoma (HCC) has been investigated in recent studies with inconclusive and inconsistent results. IFNL3 rs12979860 polymorphism has been shown a marked differential distribution with regional and ethnic variation. Whether this single nucleotide polymorphism influences susceptibility to hepatitis C virus (HCV)-related HCC remains elusive. Methods In this case–control study, a total of 157 Chinese Han patients with chronic HCV infection were enrolled, including 62 HCV-related HCC patients and 95 chronic hepatitis C (CHC) patients without HCC, and the genetic polymorphism of IFNL3 rs12979860 was genotyped via a DNA microarray-based assay. The logistic regression analysis was employed to determine the correlation between the genetic polymorphism and risk of HCV-related HCC. Results A higher proportion of CT/TT genotype and T allele was observed in HCC patients compared to the CHC group. Under the genetic model of allele frequency, the T allele was associated with elevated risk of HCV-related HCC in the Chinese population compared to C allele after an adjustment for age, gender, body mass index, HCV infection duration, and HCV genotypes (P=0.046). In the subgroup analysis stratified by HCV genotype, subjects with CHC genotype 1b infection carrying rs12979860 T allele and CT+TT genotype had higher susceptibility to HCC than those with C allele and CC genotype (P=0.020, P=0.037, respectively). Conclusion IFNL3 rs12979860 polymorphism with T allele could be a factor that increases the risk of HCV-related HCC in the Chinese population, especially those subjects with CHC genotype 1b infection.
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Affiliation(s)
- Wei Hou
- Tianjin Second People's Hospital and Tianjin Institute of Hepatology, Tianjin, People's Republic of China.,Division of Gastroenterology and Hepatology, Department of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Kunyan Qiao
- Tianjin Second People's Hospital and Tianjin Institute of Hepatology, Tianjin, People's Republic of China
| | - Zhixiao Huo
- Tianjin Second People's Hospital and Tianjin Institute of Hepatology, Tianjin, People's Republic of China
| | - Yanan Du
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing, People's Republic of China
| | - Cindy Wang
- Division of Gastroenterology and Hepatology, Department of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | - Wing-Kin Syn
- Division of Gastroenterology and Hepatology, Department of Medicine, Medical University of South Carolina, Charleston, SC, USA.,Section of Gastroenterology, Ralph H Johnson Veterans Affairs Medical Center, Charleston, SC, USA
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12
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Qin S, Wang J, Zhou C, Xu Y, Zhang Y, Wang X, Wang S. The influence of interleukin 28B polymorphisms on the risk of hepatocellular carcinoma among patients with HBV or HCV infection: An updated meta-analysis. Medicine (Baltimore) 2019; 98:e17275. [PMID: 31568008 PMCID: PMC6756689 DOI: 10.1097/md.0000000000017275] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 06/14/2019] [Accepted: 08/28/2019] [Indexed: 12/22/2022] Open
Abstract
Single nucleotide polymorphisms (SNPs) of the interleukin 28B (IL28B) gene has proven to be associated with the clinical outcome of patients with chronic hepatitis virus B or C (HBV or HCV) infections. However, whether IL28B SNPs have an influence on the risk of hepatocellular carcinoma (HCC) among patients with HBV or HCV infection remains controversial. Therefore, this study aims to determine the association between IL28B polymorphisms and the risk of HCC in individuals with HBV or HCV infection.PubMed, EMBASE, and Chinese National Knowledge Infrastructure (CNKI) databases were used to identify studies meeting the selection requirements using the terms "interleukin 28B", "IFN-lambda-3", "IFNL3", "single nucleotide polymorphisms", "SNPs", "hepatocellular carcinoma", "HCC", "liver cancer".A total of 24 eligible original studies (1 cohort study and 23 case-control studies) involved 20238 individuals (HCC group = 8725 vs control group = 11,513) were included. Both IL28B rs12979860 CC and rs8099917 TT genotypes were significantly associated with a decreased risk of HCC among patients with HBV or HCV infection (OR = 0.71, 95% CI = 0.57-0.88; OR = 0.82, 95% CI = 0.72-0.94, respectively). Egger test and Begg test revealed no' publication bias (P > .05). Sensitivity analyses suggested the robustness of the results in this meta-analysis.Both IL28B rs12979860 CC and rs8099917 TT genotypes are protective factors for the development of HCC among patients with HBV or HCV infection. Future prospective studies examining the impact of IL28B polymorphisms on the risk of HCC and investigating the underlying mechanism for the protective role of IL28B polymorphisms in HCC development are warranted.
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Affiliation(s)
- Shaoyou Qin
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Jiangbin Wang
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Changyu Zhou
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Yan Xu
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Yonggui Zhang
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Xu Wang
- Department of Gastroenterology and Hepatology, China-Japan Union Hospital of Jilin University
| | - Song Wang
- Department of Urology, the First Hospital of Jilin University, Changchun, China
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13
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Dawood RM, El-Meguid MA, Ibrahim MK, Bader El Din NG, Barakat A, El-Wakeel K, Alla MDAA, Wu GY, El Awady MK. Dysregulation of fibrosis related genes in HCV induced liver disease. Gene 2018; 664:58-69. [PMID: 29684485 DOI: 10.1016/j.gene.2018.04.032] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 03/20/2018] [Accepted: 04/12/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND Liver fibrosis results from a wound healing response to chronic injury, which leads to excessive matrix deposition. Genome wide association studies have showen transcriptional dysregulation in mild and severe liver fibrosis. Recent studies suggested that genetic markers may be able to define the exact stage of liver fibrosis. AIM To define genes or genetic pathways that could serve as markers for staging or as therapeutic targets to halt progression of liver fibrosis. METHODS The study was performed on 105 treatment naïve HCV genotype 4 infected patients [F0-F2, n = 56; F3-F4, n = 49] and 16 healthy subjects. The study included PCR array on 84 fibrosis related genes followed by customization of a smaller array consisting of 11 genes that were designed on the bases of results obtained from the larger array. Genes that displayed significant dysregulation at mRNA levels were validated at protein levels. RESULTS AND DISCUSSION Two major pathways exhibited high dysregulation in early fibrosis as compared with controls or when compared with late fibrosis, these were the TGFβ - related pathway genes and Matrix - deposition associated genes. Hepatic stellate cell (HSC) activators i.e. TGFβ pathway genes [TGFβ1, 2 and 3, their receptors TGFβR1 and 2, signaling molecules SMAD genes and PDGF growth factors] were considerably over-expressed at transcriptional levels as early as F0, whereas expression of their inhibitor TGIF1 was simultaneously down regulated. Matrix proteins including collagen and MMPs were upregulated in early fibrosis whereas tissue inhibitors TIMPs 1 and 2 began over expression in late fibrosis. Expression at protein levels was concordant with RNA data excluding dysregulation at post transcriptional levels. CONCLUSION Since these 2 gene sets are closely interrelated regarding HSC activation and proliferation, we assume that the current findings suggest that they are favorable targets to further search for stage specific markers.
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Affiliation(s)
- Reham M Dawood
- Micrbial Biotechnology Department, National Research Center, Dokki, Cairo, 12622, Egypt.
| | - Mai Abd El-Meguid
- Micrbial Biotechnology Department, National Research Center, Dokki, Cairo, 12622, Egypt
| | - Marwa K Ibrahim
- Micrbial Biotechnology Department, National Research Center, Dokki, Cairo, 12622, Egypt
| | - Noha G Bader El Din
- Micrbial Biotechnology Department, National Research Center, Dokki, Cairo, 12622, Egypt
| | - Ahmed Barakat
- Department of Microbiology, Faculty of Science, Ain Shams University, Cairo, Egypt
| | - Khaled El-Wakeel
- Medical Research Division, Biological Anthropology Department, National Research Centre, Dokki, Giza, Egypt
| | - Mohamed Darwish Ahmed Abd Alla
- Tropical Medicine Department, Faculty of Medicine, Al-Azhar University, Gouhar Al-KaedStreet, El-Hussein University Hospital, Al-Darasah, Cairo, 11675, Egypt
| | - George Y Wu
- Department of Medicine, Division of Gastroenterology-Hepatology, University of Connecticut Health Center, Hartford, USA
| | - Mostafa K El Awady
- Micrbial Biotechnology Department, National Research Center, Dokki, Cairo, 12622, Egypt
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14
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Schietroma I, Scheri GC, Pinacchio C, Statzu M, Petruzziello A, Vullo V. Hepatitis C Virus and Hepatocellular Carcinoma: Pathogenetic Mechanisms and Impact of Direct-Acting Antivirals. Open Virol J 2018; 12:16-25. [PMID: 29541275 PMCID: PMC5842384 DOI: 10.2174/1874357901812010016] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2017] [Revised: 09/26/2017] [Accepted: 02/02/2018] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Globally, between 64 and 103 million people are chronically infected with Hepatitis C virus (HCV), with more than 4.6 million people in the United States and is associated with more than 15.000 deaths annually. Chronic infection can result in cirrhosis and hepatocellular carcinoma. EXPLANATION Epidemiological studies have indicated that persistent infection with hepatitis C virus (HCV) is a major risk for the development of hepatocellular carcinoma (HCC), mainly through chronic inflammation, cell deaths, and proliferation. Despite the new direct-acting antiviral drugs (DAA's) being able to clear the HCV, HCC recurrence rate in these patients is still observed. CONCLUSION In this review we highlighted some aspects that could be involved in the onset of HCV-induced HCC such as immune system, viral factors and host genetics factors.Moreover, we focused on some of the last reports about the effects of DAA's on the HCV clearance and their potential implications in HCC recurrence.
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Affiliation(s)
- Ivan Schietroma
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, Rome, Italy
| | - Giuseppe Corano Scheri
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, Rome, Italy
| | - Claudia Pinacchio
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, Rome, Italy
| | - Maura Statzu
- Department of Molecular Medicine, Laboratory of Virology, “Sapienza” University of Rome, Rome, Italy
| | - Arnolfo Petruzziello
- Virology and Molecular Biology Unit, Department of Diagnostic Pathology, Istituto Nazionale Tumori, IRCCS Fondazione G. Pascale, Naples, Italy
| | - Vincenzo Vullo
- Department of Public Health and Infectious Diseases, “Sapienza” University of Rome, Rome, Italy
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15
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Zang F, Yao Y, Liu M, Fan H, Yue M, Chen M, Wang J, Yu R, Huang P. The association of LMP7 and TAP2 gene polymorphisms with treatment response to interferon/ribavirin in patients with genotype 1 chronic hepatitis C. Int J Mol Med 2017; 40:1983-1990. [PMID: 29039469 DOI: 10.3892/ijmm.2017.3180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 10/06/2017] [Indexed: 11/06/2022] Open
Abstract
Previous studies have highlighted the important role of genes related to antigen presentation in the spontaneous clearance of hepatitis C virus. The present study aimed to explore the association between TAP, LMP and tapasin gene polymorphism and treatment response in chronic hepatitis C virus (CHC) patients. Six single nucleotide polymorphisms in TAP, LMP and tapasin genes were genotyped among 352 Chinese genotype 1 CHC patients with pegylated interferon-α and ribavirin (pegIFN-α/RBV) treatment. There were 232 cases achieving sustained virological response (SVR), which yielded an SVR rate of 65.9%. LMP7 rs2071543 variant genotypes [additive model: odds ratio (OR), 0.52; 95% confidence interval (CI), 0.33-0.82; P=0.005] and TAP2 rs1800454 variant genotypes (additive model: OR, 0.66; 95% CI, 0.45‑0.98; P=0.039) were suggested to decrease the possibility of achieving an SVR. After conducting combined effect analysis of rs2071543 and rs1800454, the authors found that the SVR rate was lower among patients carrying more unfavorable rs1800454-A and rs2071543-A alleles, and the SVR rate of carrying 3-4 alleles was 20%. In addition, carrying two unfavorable alleles led to significantly decreased possibility for SVR (OR, 0.30; 95% CI, 0.14-0.61; P=0.001). Multivariate stepwise analysis indicated that rs2071543, rs1800454, glucose, α-fetoprotein, platelets and baseline viral load were risk factors of SVR that were independent of each other. The area under the curve (AUC) consisting of all the above factors produced an AUC of 0.704 (95% CI, 0.647‑0.761; P<0.001). The line charts indicated that the drop in viral load was significantly faster in GG patients than in GC/CC patients during the whole therapy, which was in accordance with the decline of viral load in rs2071543. The present study illustrated that the carriage of LMP7 rs2071543-AA and TAP2 rs1800454-AA had a negative effect on treatment response to pegIFN-α/RBV among genotype 1 patient with CHC in a Chinese Han population.
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Affiliation(s)
- Feng Zang
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Yinan Yao
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Mei Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Haozhi Fan
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Ming Yue
- Department of Infectious Diseases, Τhe First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China
| | - Mingzhu Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Jie Wang
- Department of Basic and Community Nursing, School of Nursing, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Rongbin Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
| | - Peng Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
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16
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Duffy D, Mottez E, Ainsworth S, Buivan TP, Baudin A, Vray M, Reed B, Fontanet A, Rohel A, Petrov-Sanchez V, Abel L, Theodorou I, Miele G, Pol S, Albert ML. An in vitro diagnostic certified point of care single nucleotide test for IL28B polymorphisms. PLoS One 2017; 12:e0183084. [PMID: 28877177 PMCID: PMC5587232 DOI: 10.1371/journal.pone.0183084] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2017] [Accepted: 07/29/2017] [Indexed: 01/26/2023] Open
Abstract
Numerous genetic polymorphisms have been identified as associated with disease or treatment outcome, but the routine implementation of genotyping into actionable medical care remains limited. Point-of-care (PoC) technologies enable rapid and real-time treatment decisions, with great potential for extending molecular diagnostic approaches to settings with limited medical infrastructure (e.g., CLIA certified diagnostic laboratories). With respect to resource-limited settings, there is a need for simple devices to implement biomarker guided treatment strategies. One relevant example is chronic hepatitis C infection, for which several treatment options are now approved. Single nucleotide polymorphisms (SNPs) in the IL-28B / IFNL3 locus have been well described to predict both spontaneous clearance and response to interferon based therapies. We utilized the Genedrive® platform to develop an assay for the SNP rs12979860 variants (CC, CT and TT). The assay utilizes a hybrid thermal engine, permitting rapid heating and cooling, enabling an amplification based assay with genetic variants reported using endpoint differential melting cure analysis in less than 60 minutes. We validated this assay using non-invasive buccal swab sampling in a prospective study of 246 chronic HCV patients, achieving 100% sensitivity and 100% specificity (95% exact CI: 98.8-100%)) in 50 minutes as compared to conventional lab based PCR testing. Our results provide proof of concept that precision medicine is feasible in resource-limited settings, offering the first CE-IVD (in vitro diagnostics) validated PoC SNP test. We propose that IL-28B genotyping may be useful for directing patients towards lower cost therapies, and rationing use of costly direct antivirals for use in those individuals showing genetic risk.
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Affiliation(s)
- Darragh Duffy
- Immunobiology of Dendritic Cells, Institut Pasteur, Paris, France
- Inserm U1223, Institut Pasteur, Paris, France
- Centre for Translational Research, Institut Pasteur, Paris, France
| | - Estelle Mottez
- Centre for Translational Research, Institut Pasteur, Paris, France
- Inserm UMS20, Institut Pasteur Paris, France
| | | | - Tan-Phuc Buivan
- Centre for Translational Research, Institut Pasteur, Paris, France
- Inserm UMS20, Institut Pasteur Paris, France
- Université Paris Descartes et Département d'hépatologie, Groupe Hospitalier Cochin Hôtel- Dieu, Paris, France
| | - Aurelie Baudin
- Université Paris Descartes et Département d'hépatologie, Groupe Hospitalier Cochin Hôtel- Dieu, Paris, France
| | - Muriel Vray
- Emerging Disease Epidemiology Unit, Institut Pasteur, Paris, France
- PARCI Unit, Conservatoire National des Arts et Métiers, Paris, France
- Unit of epidemiology of infectious diseases, Institut Pasteur, Dakar, Senegal
| | - Ben Reed
- Genedrive plc, Manchester, United Kingdom
| | - Arnaud Fontanet
- Emerging Disease Epidemiology Unit, Institut Pasteur, Paris, France
- PARCI Unit, Conservatoire National des Arts et Métiers, Paris, France
| | - Alexandra Rohel
- ANRS (France REcherche Nord&Sud Sida-hiv Hépatites), Paris, France
| | | | - Laurent Abel
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, Inserm U1163, Paris, France
- Paris Descartes University, Imagine Institute, Paris, France
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, New York, United States of America
| | - Ioannis Theodorou
- Department of Immunology, AP-HP, La Pitie Salpetriere, Paris, France
| | - Gino Miele
- Genedrive plc, Manchester, United Kingdom
| | - Stanislas Pol
- Immunobiology of Dendritic Cells, Institut Pasteur, Paris, France
- Inserm U1223, Institut Pasteur, Paris, France
- Centre for Translational Research, Institut Pasteur, Paris, France
- Inserm UMS20, Institut Pasteur Paris, France
- Université Paris Descartes et Département d'hépatologie, Groupe Hospitalier Cochin Hôtel- Dieu, Paris, France
| | - Matthew L. Albert
- Immunobiology of Dendritic Cells, Institut Pasteur, Paris, France
- Inserm U1223, Institut Pasteur, Paris, France
- Centre for Translational Research, Institut Pasteur, Paris, France
- Inserm UMS20, Institut Pasteur Paris, France
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17
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Increased incidence of cytomegalovirus coinfection in HCV-infected patients with late liver fibrosis is associated with dysregulation of JAK-STAT pathway. Sci Rep 2017; 7:10364. [PMID: 28871140 PMCID: PMC5583286 DOI: 10.1038/s41598-017-10604-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 08/10/2017] [Indexed: 12/12/2022] Open
Abstract
Herein, we examined the association between cytomegalovirus (CMV) coinfection and the progression of liver fibrosis in hepatitis C virus (HCV) infection, and investigated the effect of CMV coinfection on JAK-STAT pathway. CMV DNAemia was detected by PCR in DNA from controls (n = 120), and HCV patients with early (F0-F1, n = 131) and late (F2-F4, n = 179) liver fibrosis. By quantitative real time PCR (qRT-PCR), we examined the profile of 8 JAK-STAT transcripts in PBMCs RNA from 90 HCV patients (39 CMV positive and 51 CMV negative), 4 CMV mono-infected patients, and 15 controls. Our results demonstrated higher incidence of CMV in F2-F4 group than in control (OR 5.479, 95% CI 3.033–9.895, p < 0.0001) or F0-F1 groups (OR 2, 95% CI 1.238–3.181, p = 0.005). qRT-PCR showed downregulation of STAT2 (p = 0.006) and IRF7 (p = 0.02) in CMV positive group compared to CMV negative one. The downregulation of STAT2 and IRF7 was mainly in CMV positive patients with late fibrosis compared to CMV negative patients (p = 0.0007 for IRF7 and p = 0.01 for STAT2). Our results are the first to report that CMV coinfection is a possible risk factor for the progression of HCV-induced liver fibrosis, and thereby CMV screening and treatment are important for HCV patients.
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