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He J, Perera D, Wen W, Ping J, Li Q, Lyu L, Chen Z, Shu X, Long J, Cai Q, Shu XO, Zheng W, Long Q, Guo X. Enhancing Disease Risk Gene Discovery by Integrating Transcription Factor-Linked Trans-located Variants into Transcriptome-Wide Association Analyses. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.10.10.23295443. [PMID: 37873299 PMCID: PMC10593059 DOI: 10.1101/2023.10.10.23295443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Transcriptome-wide association studies (TWAS) have been successful in identifying disease susceptibility genes by integrating cis-variants predicted gene expression with genome-wide association studies (GWAS) data. However, trans-located variants for predicting gene expression remain largely unexplored. Here, we introduce transTF-TWAS, which incorporates transcription factor (TF)-linked trans-located variants to enhance model building. Using data from the Genotype-Tissue Expression project, we predict gene expression and alternative splicing and applied these models to large GWAS datasets for breast, prostate, and lung cancers. We demonstrate that transTF-TWAS outperforms other existing TWAS approaches in both constructing gene prediction models and identifying disease-associated genes, as evidenced by simulations and real data analysis. Our transTF-TWAS approach significantly contributes to the discovery of disease risk genes. Findings from this study have shed new light on several genetically driven key regulators and their associated regulatory networks underlying disease susceptibility.
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Ma P, Zhao M, Li Y, Zhang G, Ma Y, Shi Y, Su P, Chen R, Tang ZG, Zhang Y, Liu B, Zhang Q, Liu X, Li F. The protective effects of uric acid against myocardial ischemia via the Nrf2 pathway. Eur J Pharmacol 2023; 959:176062. [PMID: 37793494 DOI: 10.1016/j.ejphar.2023.176062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/03/2023] [Accepted: 09/18/2023] [Indexed: 10/06/2023]
Abstract
Uric acid (UA) possesses both pro- and anti-oxidative properties in ischemic heart disease, but the underlying mechanism remains unclear. We aimed to investigate UA's protective effect on myocardial ischemia by examining its effects on ECG Ischemic Alterations (EIA) and H2O2-induced oxidative stress in H9C2 myocardial cells. The incidence of EIA decreased over time and was more prevalent among women than men. A U-shaped relationship was observed between UA levels and EIA incidence, with the third quartile exhibiting a protective association. Addition of 237.9 μmol/L UA improved cellular damage and oxidative stress in H2O2-treated H9C2 cells, as determined by cell viability, LDH release, ROS levels, and total antioxidant capacity assays. UA activated the Nrf2 pathway, evidenced by increased expression of Nrf2, GCLC, and HO-1 proteins. By reversing cell cycle blockage, promoting wound healing ability, improving colony-forming capacity, and increasing angiogenesis in H2O2-treated cells, UA exhibited positive effects on cardiomyocyte growth characteristics. Additionally, use of Nrf2 inhibitor ML385 confirmed the involvement of the Nrf2 pathway by negating UA's effects on oxidatively damaged cardiomyocytes. Our findings suggest that UA induces downstream antioxidant factors to ameliorate oxidative stress by activating the Nrf2 pathway, which could be one of the targets responsible for UA's beneficial effects in myocardial ischemia.
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Affiliation(s)
- Pengqiang Ma
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Menghui Zhao
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Yue Li
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Guanqian Zhang
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Yuxia Ma
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Youlan Shi
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Peihui Su
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Rongxia Chen
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China; Department of Drug Quality Inspection, School of Pharmaceutical Sciences, Hubei University of Medicine, Shiyan, China
| | - Zhen-Gang Tang
- Health Management Center, Shiyan Renmin Hospital, Hubei University of Medicine, Shiyan, China
| | - Yan Zhang
- Health Management Center, Shiyan Renmin Hospital, Hubei University of Medicine, Shiyan, China
| | - Bing Liu
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China
| | - Qiong Zhang
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China; Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China; Department of Drug Quality Inspection, School of Pharmaceutical Sciences, Hubei University of Medicine, Shiyan, China.
| | - Xiang Liu
- Health Management Center, Shiyan Renmin Hospital, Hubei University of Medicine, Shiyan, China.
| | - Feifeng Li
- Department of Preventive Medicine, School of Public Health, Hubei University of Medicine, Shiyan, China; Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China; Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China; Department of Drug Quality Inspection, School of Pharmaceutical Sciences, Hubei University of Medicine, Shiyan, China; Health Management Center, Shiyan Renmin Hospital, Hubei University of Medicine, Shiyan, China.
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Ciocan A, Ciocan RA, Al Hajjar N, Benea AM, Pandrea SL, Cătană CS, Drugan C, Oprea VC, Dîrzu DS, Bolboacă SD. Exploratory Evaluation of Neopterin and Chitotriosidase as Potential Circulating Biomarkers for Colorectal Cancer. Biomedicines 2023; 11:biomedicines11030894. [PMID: 36979873 PMCID: PMC10046191 DOI: 10.3390/biomedicines11030894] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/07/2023] [Accepted: 03/08/2023] [Indexed: 03/15/2023] Open
Abstract
Chronic inflammation is demonstrated to play a direct role in carcinogenesis. Our exploratory study aimed to assess the potential added value of two inflammation biomarkers, chitotriosidase and neopterin, in follow-up evaluation of patients with colorectal cancer (CRC). An observational exploratory study was conducted. Patients with CRC and matched controls (1:1, age, sex, and living environment) were evaluated. The patients with CRC (CRC group) and controls were assessed at baseline (before surgical intervention for patients with CRC). Patients with CRC were also evaluated at 1-year follow-up. Significantly more patients with blood group A (54.5% vs. 25.0%) and smokers (50.0% vs. 22.7%) were in the CRC group. The serum values of chitotriosidase and neopterin were higher in CRC patients than in controls, but only neopterin reached the conventional level of statistical significance (p-value = 0.015). The circulating chitotriosidase and neopterin values decreased significantly at 1-year follow-up (p-value < 0.0001). Patients with higher N- and M-stage showed statistically significant higher levels of chitotriosidase and neopterin at baseline and 1-year follow-up (p-values < 0.03). Circulating chitotriosidase levels also showed statistically significant differences regarding baseline and 1-year follow-up on patients with CRC and different differentiation grades (p-values < 0.02). The circulating levels of neopterin significantly decreased at 1-year follow-up, indicating its potential as a prognostic marker. The circulating values of chitotriosidase and neopterin exhibit significant differences in patients with than without recurrences. Our results support further evaluation of chitotriosidase and neopterin as prognostic markers in patients with CRC.
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Affiliation(s)
- Andra Ciocan
- Department of Surgery—Surgery Clinic III, “Iuliu Hațieganu” University of Medicine and Pharmacy Cluj-Napoca, 400006 Cluj-Napoca, Romania
- “Prof. Dr. Octavian Fodor” Regional Institute of Gastroenterology and Hepatology Cluj-Napoca, 400006 Cluj-Napoca, Romania
| | - Răzvan A. Ciocan
- Department of Surgery—Practical Abilities, “Iuliu Hațieganu” University of Medicine and Pharmacy Cluj-Napoca, 400006 Cluj-Napoca, Romania
- County Emergency Clinical Hospital Cluj-Napoca, 400006 Cluj-Napoca, Romania
- Correspondence: (R.A.C.); (S.D.B.)
| | - Nadim Al Hajjar
- Department of Surgery—Surgery Clinic III, “Iuliu Hațieganu” University of Medicine and Pharmacy Cluj-Napoca, 400006 Cluj-Napoca, Romania
- “Prof. Dr. Octavian Fodor” Regional Institute of Gastroenterology and Hepatology Cluj-Napoca, 400006 Cluj-Napoca, Romania
| | - Andreea M. Benea
- “Prof. Dr. Octavian Fodor” Regional Institute of Gastroenterology and Hepatology Cluj-Napoca, 400006 Cluj-Napoca, Romania
| | - Stanca L. Pandrea
- “Prof. Dr. Octavian Fodor” Regional Institute of Gastroenterology and Hepatology Cluj-Napoca, 400006 Cluj-Napoca, Romania
- Department of Microbiology, “Iuliu Haţieganu” University of Medicine and Pharmacy Cluj-Napoca, 400349 Cluj-Napoca, Romania
| | - Cristina S. Cătană
- Department of Medical Biochemistry, “Iuliu Haţieganu” University of Medicine and Pharmacy Cluj-Napoca, 400349 Cluj-Napoca, Romania
| | - Cristina Drugan
- Department of Medical Biochemistry, “Iuliu Haţieganu” University of Medicine and Pharmacy Cluj-Napoca, 400349 Cluj-Napoca, Romania
| | - Valentin C. Oprea
- Department of Surgery—Surgery Clinic II, “Iuliu Hațieganu” University of Medicine and Pharmacy Cluj-Napoca, 400006 Cluj-Napoca, Romania
- “Dr. Constantin Papilian” Military Emergency Hospital Cluj-Napoca, 400132 Cluj-Napoca, Romania
| | - Dan S. Dîrzu
- County Emergency Clinical Hospital Cluj-Napoca, 400006 Cluj-Napoca, Romania
| | - Sorana D. Bolboacă
- Department of Medical Informatics and Biostatistics, “Iuliu Hațieganu” University of Medicine and Pharmacy Cluj-Napoca, 400349 Cluj-Napoca, Romania
- Correspondence: (R.A.C.); (S.D.B.)
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Ye ML, Li SQ, Yin YX, Li KZ, Li JL, Hu BL. Integrative Analysis Revealed Stemness Features and a Novel Stemness-Related Classification in Colorectal Cancer Patients. Front Cell Dev Biol 2022; 10:817509. [PMID: 35721480 PMCID: PMC9204093 DOI: 10.3389/fcell.2022.817509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 05/05/2022] [Indexed: 11/13/2022] Open
Abstract
Cancer stem cells play crucial roles in colorectal cancer (CRC) tumorigenesis and treatment response. This study aimed to determine the value of the mRNA stemness index (mRNAsi) in CRC and introduce a stemness-related classification to predict the outcome of patients. mRNAsi scores and RNA sequence data of CRC patients were analyzed. We found that high mRNAsi scores were related to early-stage CRC and a better patient prognosis. Two stemness-based subtypes (subtype I and II) were identified. Patients in subtype I presented a significantly better prognosis than those in subtype II. Patients in these two subtype groups presented significantly different tumor immunity scores and immune cell infiltration patterns. Genomic variations revealed that patients in subtype I had a lower tumor mutation burden than those in subtype II. A three-gene stemness subtype predictor was established, showing good diagnostic value in discriminating patients in different subtypes. A prognostic signature based on five stemness-related genes was established and validated in two independent cohorts and clinical samples, showing a better predictive performance than other clinical parameters. We concluded that mRNAsi scores were associated with the clinical outcome in CRC patients. The stemness-related classification was a promising prognostic predictor for CRC patients.
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Affiliation(s)
| | | | | | | | - Ji-Lin Li
- *Correspondence: Ji-Lin Li, ; Bang-Li Hu,
| | - Bang-Li Hu
- *Correspondence: Ji-Lin Li, ; Bang-Li Hu,
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5
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Zhang Q, Guo HL, Wang J, Zhang Y, Deng PJ, Li FF. Structural Genomic Analysis of SARS-CoV-2 and Other Coronaviruses. Front Genet 2022; 13:801902. [PMID: 35464844 PMCID: PMC9024071 DOI: 10.3389/fgene.2022.801902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/01/2022] [Indexed: 11/15/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) is the causative agent of the coronavirus disease 2019 (COVID-19) pandemic. In this study, we conducted a comparative analysis of the structural genes of SARS-CoV-2 and other CoVs. We found that the sequence of the E gene was the most evolutionarily conserved across 200 SARS-CoV-2 isolates. The E gene and M gene sequences of SARS-CoV-2 and NC014470 CoV were closely related and fell within the same branch of a phylogenetic tree. The absolute diversity of E gene and M gene sequences of SARS-CoV-2 isolates was similar to that of common CoVs (C-CoVs) infecting other organisms. The absolute diversity of the M gene sequence of the KJ481931 CoV that can infect humans was similar to that of SARS-CoV-2 and C-CoVs infecting other organisms. The M gene sequence of KJ481931 CoV (infecting humans), SARS-CoV-2 and NC014470 CoV (infecting other organisms) were closely related, falling within the same branch of a phylogenetic tree. Patterns of variation and evolutionary characteristics of the N gene and S gene were very similar. These data may be of value for understanding the origins and intermediate hosts of SARS-CoV-2.
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Affiliation(s)
- Qiong Zhang
- School of Pharmaceutical Sciences, Hubei University of Medicine, Shiyan, China
- Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
| | - Huai-Lan Guo
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
- School of Public Health, Hubei University of Medicine, Shiyan, China
| | - Jing Wang
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
- School of Public Health, Hubei University of Medicine, Shiyan, China
| | - Yao Zhang
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
- School of Public Health, Hubei University of Medicine, Shiyan, China
| | - Ping-Ji Deng
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
- School of Public Health, Hubei University of Medicine, Shiyan, China
- *Correspondence: Fei-Feng Li, ; Ping-Ji Deng,
| | - Fei-Feng Li
- Hubei Biomedical Detection Sharing Platform in Water Source Area of South to North Water Diversion Project, Hubei University of Medicine, Shiyan, China
- School of Public Health, Hubei University of Medicine, Shiyan, China
- *Correspondence: Fei-Feng Li, ; Ping-Ji Deng,
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6
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Xing C, Yin H, Yao ZY, Xing XL. Prognostic Signatures Based on Ferroptosis- and Immune-Related Genes for Cervical Squamous Cell Carcinoma and Endocervical Adenocarcinoma. Front Oncol 2022; 11:774558. [PMID: 35087751 PMCID: PMC8787259 DOI: 10.3389/fonc.2021.774558] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 12/09/2021] [Indexed: 01/01/2023] Open
Abstract
Cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) are among the most common malignancies of the female genital tract. Ferroptosis and immunity regulate each other and play important roles in the progression of CESC. The present study aimed to screen ferroptosis- and immune-related differentially expressed genes (FI-DEGs) to identify suitable prognostic signatures for patients with CESC. We downloaded the RNAseq count data and corresponding clinical information of CESC patients from The Cancer Genome Atlas database; obtained recognized ferroptosis- and immune-related genes from the FerrDb and ImmPort databases, respectively; and screened for suitable prognostic signatures using a series of bioinformatics analyses. We identified eight FI-DEGs (CALCRL, CHIT1, DES, DUOX1, FLT1, HELLS, SCD, and SDC1) that were independently correlated with the overall survival of patients with CESC. The prediction model constructed using these eight FI-DEGs was also independently correlated with overall survival. Both the sensitivity and specificity of the prediction model constructed using these eight signatures were over 60%. The comprehensive index of ferroptosis and immune status was significantly correlated with the immunity of patients with CESC. In conclusion, the risk assessment model constructed with these eight FI-DEGs predicted the CESC outcomes. Therefore, these eight FI-DEGs could serve as prognostic signatures for CESC.
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Affiliation(s)
- Chaoqun Xing
- School of Public Health and Laboratory Medicine, Hunan University of Medicine, Huaihua, China.,The First Affiliated Hospital of Hunan University of Medicine, Huaihua, China
| | - Huiming Yin
- School of Public Health and Laboratory Medicine, Hunan University of Medicine, Huaihua, China.,The First Affiliated Hospital of Hunan University of Medicine, Huaihua, China
| | - Zhi-Yong Yao
- School of Public Health and Laboratory Medicine, Hunan University of Medicine, Huaihua, China
| | - Xiao-Liang Xing
- School of Public Health and Laboratory Medicine, Hunan University of Medicine, Huaihua, China
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Identification of epigenetic factor KAT2B gene variants for possible roles in congenital heart diseases. Biosci Rep 2021; 40:222531. [PMID: 32239175 PMCID: PMC7160239 DOI: 10.1042/bsr20191779] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 03/23/2020] [Accepted: 03/31/2020] [Indexed: 02/06/2023] Open
Abstract
Congenital heart disease (CHD) is a group of anatomic malformations in the heart with high morbidity and mortality. The mammalian heart is a complex organ, the formation and development of which are strictly regulated and controlled by gene regulatory networks of many signaling pathways such as TGF-β. KAT2B is an important histone acetyltransferase epigenetic factor in the TGF-β signaling pathway, and alteration in the gene is associated with the etiology of cardiovascular diseases. The aim of this work was to validate whether KAT2B variations might be associated with CHD. We sequenced the KAT2B gene for 400 Chinese Han CHD patients and evaluated SNPs rs3021408 and rs17006625. The statistical analyses and Hardy-Weinberg equilibrium tests of the CHD and control populations were conducted by the software SPSS (version 19.0) and PLINK. The experiment-wide significance threshold matrix of LD correlation for the markers and haplotype diagram of LD structure were calculated using the online software SNPSpD and Haploview software. We analyzed the heterozygous variants within the CDS region of the KAT2B genes and found that rs3021408 and rs17006625 were associated with the risk of CHD.
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8
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Chang D, Sharma L, Dela Cruz CS. Chitotriosidase: a marker and modulator of lung disease. Eur Respir Rev 2020; 29:29/156/190143. [PMID: 32350087 PMCID: PMC9488994 DOI: 10.1183/16000617.0143-2019] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 12/02/2019] [Indexed: 12/18/2022] Open
Abstract
Chitotriosidase (CHIT1) is a highly conserved and regulated chitinase secreted by activated macrophages; it is a member of the 18-glycosylase family (GH18). CHIT1 is the most prominent chitinase in humans, can cleave chitin and participates in the body's immune response and is associated with inflammation, infection, tissue damage and remodelling processes. Recently, CHIT1 has been reported to be involved in the molecular pathogenesis of pulmonary fibrosis, bronchial asthma, COPD and pulmonary infections, shedding new light on the role of these proteins in lung pathophysiology. The potential roles of CHIT1 in lung diseases are reviewed in this article. This is the first review of chitotriosidase in lung diseasehttp://bit.ly/2LpZUQI
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Affiliation(s)
- De Chang
- The 3rd Medical Center of Chinese PLA General Hospital, Beijing, China.,Section of Pulmonary and Critical Care and Sleep Medicine, Dept of Medicine, Yale University School of Medicine, New Haven, CT, USA.,Both authors contributed equally
| | - Lokesh Sharma
- Section of Pulmonary and Critical Care and Sleep Medicine, Dept of Medicine, Yale University School of Medicine, New Haven, CT, USA.,Both authors contributed equally
| | - Charles S Dela Cruz
- Section of Pulmonary and Critical Care and Sleep Medicine, Dept of Medicine, Yale University School of Medicine, New Haven, CT, USA
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9
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Gan Z, Zou Q, Lin Y, Xu Z, Huang Z, Chen Z, Lv Y. Identification of a 13-gene-based classifier as a potential biomarker to predict the effects of fluorouracil-based chemotherapy in colorectal cancer. Oncol Lett 2019; 17:5057-5063. [PMID: 31186717 PMCID: PMC6507297 DOI: 10.3892/ol.2019.10159] [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] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 02/25/2019] [Indexed: 12/14/2022] Open
Abstract
The aim of the current study was to develop a predictor classifier for response to fluorouracil-based chemotherapy in patients with advanced colorectal cancer (CRC) using microarray gene expression profiles of primary CRC tissues. Using two expression profiles downloaded from the Gene Expression Omnibus database, differentially expressed genes (DEGs) between responders and non-responders to fluorouracil-based chemotherapy were identified. A total of 791 DEGs, including 303 that were upregulated and 488 that were downregulated in responders, were identified. Functional enrichment analysis revealed that the DEGs were primarily involved in ‘cell mitosis’, ‘DNA replication’ and ‘cell cycle’ signaling pathways. Following feature selection using two methods, a random forest classifier for response to fluorouracil-based chemotherapy with 13 DEGs was constructed. The accuracy of the 13-gene classifier was 0.930 in the training set and 0.810 in the validation set. The receiver operating characteristic curve analysis revealed that the area under the curve was 1.000 in the training set and 0.873 in the validation set (P=0.227). The 13-gene-based classifier described in the current study may be used as a potential biomarker to predict the effects of fluorouracil-based chemotherapy in patients with CRC.
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Affiliation(s)
- Zuhuan Gan
- Department of Medical Oncology, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Qiyuan Zou
- Department of Medicine, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Yan Lin
- Department of Medical Oncology, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Zihai Xu
- Department of Medical Oncology, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Zhong Huang
- Department of Medical Oncology, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Zhichao Chen
- Department of Medical Oncology, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Yufeng Lv
- Department of Medical Oncology, Affiliated Langdong Hospital of Guangxi Medical University, Guangxi Medical University Kaiyuan Langdong Hospital, Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
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10
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Gan BL, Zhang LJ, Gao L, Ma FC, He RQ, Chen G, Ma J, Zhong JC, Hu XH. Downregulation of miR‑224‑5p in prostate cancer and its relevant molecular mechanism via TCGA, GEO database and in silico analyses. Oncol Rep 2018; 40:3171-3188. [PMID: 30542718 PMCID: PMC6196605 DOI: 10.3892/or.2018.6766] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Accepted: 07/31/2018] [Indexed: 12/15/2022] Open
Abstract
The function of the expression of microRNA (miR)-224-5p in prostate adenocarcinoma (PCa) remains to be elucidated, therefore, the present study aimed to investigate the clinical significance and potential molecular mechanism of miR-224-5p in PCa. Data on the expression of miR-224-5p in PCa were extracted from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO), ArrayExpress and previous literature, and meta-analyses with standardized mean difference (SMD) and summary receiver operating characteristic (sROC) methods were performed for statistical analyses. The prospective target genes of miR-224-5p were collected by overlapping the differentially expressed mRNAs in TCGA and GEO, and target genes predicted by miRWalk2.0. Subsequently, in silico analysis was performed to examine the associated pathways of miR-224-5p in PCa. The expression of miR-224-5p was markedly lower in PCa; the overall SMD was −0.562, and overall sROC area under the curve was 0.80. In addition, Kyoto Encyclopedia of Genes and Genomes analysis revealed that the prospective target genes of miR-224-5p were largely enriched in the amino sugar and nucleotide sugar metabolism signaling pathway, and three genes [UDP-N-acetylglucosamine pyrophosphorylase 1 (UAP1), hexokinase 2 (HK2) and chitinase 1 (CHIT1)] enriched in this pathway showed higher expression (P<0.05). In addition, key genes in the protein-protein interaction network analysis [DNA topoisomerase 2-α (TOP2A), ATP citrate lyase (ACLY) and ribonucleotide reductase regulatory subunit M2 (RRM2)] exhibited significantly increased expression (P<0.05). The results suggested that the downregulated expression of miR-224-5p may be associated with the clinical progression and prognosis of PCa. Furthermore, miR-224-5p likely exerts its effects by targeting genes, including UAP1, HK2, CHIT1, TOP2A, ACLY and RRM2. However, in vivo and in vitro experiments are required to confirm these findings.
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Affiliation(s)
- Bin-Liang Gan
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Li-Jie Zhang
- Department of Ultrasound, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Li Gao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Fu-Chao Ma
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Rong-Quan He
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Jie Ma
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Jin-Cai Zhong
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
| | - Xiao-Hua Hu
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical University,Nanning, Guangxi Zhuang Autonomous Region 530021, P.R. China
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11
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Kim SC, Hong CW, Jang SG, Kim YA, Yoo BC, Shin YK, Jeong SY, Ku JL, Park JG. Establishment and Characterization of Paired Primary and Peritoneal Seeding Human Colorectal Cancer Cell Lines: Identification of Genes That Mediate Metastatic Potential. Transl Oncol 2018; 11:1232-1243. [PMID: 30114595 PMCID: PMC6097464 DOI: 10.1016/j.tranon.2018.07.014] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 07/23/2018] [Indexed: 01/10/2023] Open
Abstract
Peritoneal metastasis is one of the major patterns of unresectability in colorectal cancer (CRC) and a cause of death in advanced CRC. Identification of distinct gene expressions between primary CRC and peritoneal seeding metastasis is to predict the metastatic potential of primary human CRC. Three pairs of primary CRC (SNU-2335A, SNU-2404A, and SNU-2414A) and corresponding peritoneal seeding (SNU-2335D, SNU-2404B, and SNU-2414B) cell lines were established to determine the different gene expressions and resulting aberrated signaling pathways in peritoneal metastasis tumor using whole exome sequencing and microarray. Whole exome sequencing detected that mutation in CYP2A7 was exclusively shared in peritoneal seeding cell lines. Microarray identified that there were five upregulated genes (CNN3, SORBS1, BST2, EPSTI1, and KLHL5) and two downregulated genes (TRY6 and STYL5) in the peritoneal metastatic cell lines. CNN3 expression was highly augmented in both mRNA and protein levels in peritoneal metastasis cells. Knockdown of Calponin 3 resulted in augmented level of E-cadherin in peritoneal metastasis cells, and migration and invasiveness decreased accordingly. We suggest that CNN3 takes part in cell projection and movement, and the detection and distribution of CNN3 may render prognostic information for predicting peritoneal seeding metastasis from primary colorectal cancer.
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Affiliation(s)
- Soon-Chan Kim
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea; Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Chang-Won Hong
- Colorectal Cancer Branch, Research Institute, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do 10408, Korea
| | - Sang-Geun Jang
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Ye-Ah Kim
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Byong-Chul Yoo
- Colorectal Cancer Branch, Research Institute, National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do 10408, Korea
| | - Young-Kyoung Shin
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Seung-Yong Jeong
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea; Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Yeongeon-dong, Jongno-gu, Seoul 03080, Korea
| | - Ja-Lok Ku
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea; Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea.
| | - Jae-Gahb Park
- Korean Cell Line Bank, Laboratory of Cell Biology, Cancer Research Institute, Seoul National University College of Medicine, Seoul 03080, Korea; Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Yeongeon-dong, Jongno-gu, Seoul 03080, Korea.
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12
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Jia W, Zeng L, Luo S, Bai F, Zhong R, Wu L, Huang GL, Pu X. Association of microRNA-423 rs6505162 C>A polymorphism with susceptibility and metastasis of colorectal carcinoma. Medicine (Baltimore) 2018; 97:e9846. [PMID: 29419695 PMCID: PMC5944659 DOI: 10.1097/md.0000000000009846] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Studies have evaluated the association between the SNP miRNA-423 rs6505162 C>A and cancer risk in several cancers with contradictory outcomes. It was reported that miRNA-423 rs6505162 C>A polymorphism was associated with the overall survival and the recurrence-free survival of colorectal carcinoma. However, no studies have reported the association between miRNA-423 rs6505162 C>A polymorphism and susceptibility of colorectal carcinoma.In this study, we investigated the association between miRNA-423 polymorphism with risk and clinicopathological parameters of colorectal carcinoma. The polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method was used to genotype 117 colorectal carcinoma patients and 84 healthy controls.Our data indicated the frequencies of rs6505162 genotypes and alleles were significantly different between colorectal carcinoma patients and controls. Compared with CC homozygote, the AC heterozygote exhibited a significantly decreased risk of colorectal carcinoma; and the combination of AC and AA genotype was associated with decreased risk of colorectal carcinoma. The allele distribution of rs6505162 was significantly different between cases and controls. Furthermore, miR-423 rs6505162 C>A genotype showed a significant association with metastasis in patients (P = .022).Our study suggested that miR-423 rs6505162 C>A polymorphism was associated with the susceptibility and metastasis of colorectal carcinoma, and that miR-423 rs6505162 C>A polymorphism might be a potential biomarker for colorectal carcinoma.
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Affiliation(s)
- Wenrui Jia
- Department II of Chest Internal Medicine, Hunan Cancer Hospital the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha
- School of Laboratory Medicine, Guangdong Medical University, Dongguan
| | - Liuyan Zeng
- Department of Health Management Center, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong Province, China
- China-American Cancer Research Institute, Dongguan Scientific Research Center, Guangdong Medical University; Key Laboratory for Epigenetics of Dongguan City, Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan, China
| | - Shengqun Luo
- China-American Cancer Research Institute, Dongguan Scientific Research Center, Guangdong Medical University; Key Laboratory for Epigenetics of Dongguan City, Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan, China
| | - Fei Bai
- Department II of Chest Internal Medicine, Hunan Cancer Hospital the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha
| | - Rui Zhong
- Department II of Chest Internal Medicine, Hunan Cancer Hospital the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha
| | - Lin Wu
- Department II of Chest Internal Medicine, Hunan Cancer Hospital the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha
| | - Guo-Liang Huang
- China-American Cancer Research Institute, Dongguan Scientific Research Center, Guangdong Medical University; Key Laboratory for Epigenetics of Dongguan City, Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan, China
| | - Xingxiang Pu
- Department II of Chest Internal Medicine, Hunan Cancer Hospital the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha
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13
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Sun CY, Sun C, Cheng R, Shi S, Han Y, Li XQ, Zhi JX, Li FF, Liu SL. Rs2459976 in ZW10 gene associated with congenital heart diseases in Chinese Han population. Oncotarget 2017; 9:3867-3874. [PMID: 29423089 PMCID: PMC5790506 DOI: 10.18632/oncotarget.23240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 12/01/2017] [Indexed: 11/25/2022] Open
Abstract
Congenital heart diseases (CHD) are a large group of prevalent and complex anatomic malformations of the heart, with the genetic basis remaining largely unknown. Since genes or factors associated with the differentiation of human embryonic stem (HES) cells would affect the development of all embryonic tissues, including cardiac progenitor cells, we postulated their potential roles in CHD. In this study, we focused on ZW10, a kinetochore protein involved in the process of proper chromosome segregation, and conducted comparative studies between CHD patients and normal controls matched in gender and age in Chinese Han populations. We identified three variations in the ZW10 gene, including rs2885987, rs2271261 and rs2459976, which all had high genetic heterozygosity. Association analysis of these genetic variations with CHD showed correlation between rs2459976 and the risk of CHD. We conclude that rs2459976 in the ZW10 gene is associated with CHD in Chinese Han populations.
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Affiliation(s)
- Chao-Yu Sun
- Systemomics Center, College of Pharmacy and Genomics Research Center, State-Province Key Laboratory of Biopharmaceutical Engineering, Harbin Medical University, Harbin, China.,Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Chi Sun
- Systemomics Center, College of Pharmacy and Genomics Research Center, State-Province Key Laboratory of Biopharmaceutical Engineering, Harbin Medical University, Harbin, China.,Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Rui Cheng
- Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Shuai Shi
- Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Ying Han
- Systemomics Center, College of Pharmacy and Genomics Research Center, State-Province Key Laboratory of Biopharmaceutical Engineering, Harbin Medical University, Harbin, China.,Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Xue-Qi Li
- Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Ji-Xin Zhi
- Department of Cardiology, Fourth Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Fei-Feng Li
- Systemomics Center, College of Pharmacy and Genomics Research Center, State-Province Key Laboratory of Biopharmaceutical Engineering, Harbin Medical University, Harbin, China.,Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Heilongjiang, China
| | - Shu-Lin Liu
- Systemomics Center, College of Pharmacy and Genomics Research Center, State-Province Key Laboratory of Biopharmaceutical Engineering, Harbin Medical University, Harbin, China.,Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Heilongjiang, China.,Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Canada
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14
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Li FF, Zhao ZX, Yan P, Wang S, Liu Z, Zhang Q, Zhang XN, Sun CH, Wang XS, Wang GY, Liu SL. Different effection of p.1125Val>Ala and rs11954856 in APC on Wnt signaling pathway. Oncotarget 2017; 8:70854-70864. [PMID: 29050326 PMCID: PMC5642601 DOI: 10.18632/oncotarget.20106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 05/23/2017] [Indexed: 01/13/2023] Open
Abstract
Colorectal cancer (CRC) is among the most common and fatal forms of solid tumors worldwide and more than two thirds of CRC and adenomas patients have APC gene mutations. APC is a key regulator in the Wnt/β-catenin signaling pathway but its roles in CRC remains to be elucidated. In this study, we compared APC genes between CRC patients and controls to determine possible associations of nucleotide changes in the APC gene with the pathways involved in CRC pathogenesis. All participants received physical and enteroscopic examinations. The APC gene was sequenced for 300 Chinese Han CRC patients and 411 normal controls, and the expression levels of genes in the signaling pathway were analyzed using Western Blotting. Statistical analyses were conducted using SPSS (version 19.0) software. We found that rs11954856 in the APC gene was associated with colorectal cancer and could increase the expression levels of APC, β-catenin, TCF7L1, TCF7L2 and LEF1 genes in the pathway in the CRC patients, demonstrating the involvement of APC in the pathological processes leading to CRC.
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Affiliation(s)
- Fei-Feng Li
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, China.,Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Heilongjiang, China
| | - Zhi-Xun Zhao
- Department of Colorectal Surgery of the Second Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Peng Yan
- Department of Colorectal Surgery of the Second Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Song Wang
- Department of Colorectal Surgery of the Second Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Zheng Liu
- Department of Colorectal Surgery, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qiong Zhang
- Department of Antibiotics, Heilongjiang Province Food and Drug Inspection Testing Institute, Harbin, China
| | - Xiao-Ning Zhang
- Department of Antibiotics, Heilongjiang Province Food and Drug Inspection Testing Institute, Harbin, China
| | - Chang-Hao Sun
- Department of Nutrition and Food Hygiene, Public Health College, Harbin Medical University, Harbin, China
| | - Xi-Shan Wang
- Department of Colorectal Surgery of the Second Affiliated Hospital, Harbin Medical University, Harbin, China.,Department of Colorectal Surgery, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gui-Yu Wang
- Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Heilongjiang, China.,Department of Colorectal Surgery of the Second Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Shu-Lin Liu
- Systemomics Center, College of Pharmacy, and Genomics Research Center (State-Province Key Laboratories of Biomedicine-Pharmaceutics of China), Harbin Medical University, Harbin, China.,Translational Medicine Research and Cooperation Center of Northern China, Heilongjiang Academy of Medical Sciences, Heilongjiang, China.,Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Canada
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