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Ding J, Liu H, Zhang X, Zhao N, Peng Y, Shi J, Chen J, Chi X, Li L, Zhang M, Liu WY, Zhang L, Ouyang J, Yuan Q, Liao M, Tan Y, Li M, Xu Z, Tang W, Xie C, Li Y, Pan Q, Xu Y, Cai SY, Byrne CD, Targher G, Ouyang X, Zhang L, Jiang Z, Zheng MH, Sun F, Chai J. Integrative multiomic analysis identifies distinct molecular subtypes of NAFLD in a Chinese population. Sci Transl Med 2024; 16:eadh9940. [PMID: 39504356 DOI: 10.1126/scitranslmed.adh9940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/07/2024] [Accepted: 10/04/2024] [Indexed: 11/08/2024]
Abstract
Nonalcoholic fatty liver disease (NAFLD) has become a common health care burden worldwide. The high heterogeneity of NAFLD remains elusive and impairs outcomes of clinical diagnosis and pharmacotherapy. Several NAFLD classifications have been proposed on the basis of clinical, genetic, alcoholic, or serum metabolic analyses. Yet, accurately predicting the progression of NAFLD to cirrhosis or hepatocellular carcinoma (HCC) in patients remains a challenge. Here, on the basis of a Chinese cohort of patients, we classified NAFLD into three distinct molecular subtypes (NAFLD-mSI, NAFLD-mSII, and NAFLD-mSIII) using integrative multiomics including whole-genome sequencing (WGS), proteomics, phosphoproteomics, lipidomics, and metabolomics across a broad range of liver, blood, and urine specimens. We found that NAFLD-mSI had higher expression of CYP1A2 and CYP3A4, which alleviate hepatic steatosis through mediating free fatty acid/bile acid-mTOR-FXR/PPARα signaling. NAFLD-mSII displayed an elevated risk of liver cirrhosis along with increased hepatic infiltration of M1 and M2 macrophages because of lipid-triggered hepatic CCL2 and CRP production. NAFLD-mSIII exhibited a potential risk for HCC development by increased transcription of CEBPB- and ERCC3-regulated oncogenes because of activation of the EGF-EGFR/CHKA/PI3K-PDK1-AKT cascade. Next, we validated the existence of these three NAFLD molecular subtypes in an external cohort comprising 92 patients with NAFLD across three different Chinese hospitals. These findings may aid in understanding the molecular features underlying NAFLD heterogeneity, thereby facilitating clinical diagnosis and treatment strategies with the aim of preventing the development of liver cirrhosis and HCC.
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Affiliation(s)
- Jingjing Ding
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Huaizheng Liu
- Department of Emergency, the Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Xiaoxun Zhang
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Nan Zhao
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Ying Peng
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Junping Shi
- Department of Infectious Diseases and Hepatology, the Affiliated Hospital of Hangzhou Normal University, Hangzhou 310015, Zhejiang, China
| | - Jinjun Chen
- Hepatology Unit, Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Xiaoling Chi
- Department of Hepatology, Guangdong Provincial Hospital of Chinese Medicine, the Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, China
| | - Ling Li
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Mengni Zhang
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Wen-Yue Liu
- Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Liangjun Zhang
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Jiafeng Ouyang
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Qian Yuan
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Department of Pharmacy, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Min Liao
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Ya Tan
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Mingqiao Li
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Ziqian Xu
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Wan Tang
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Chuanming Xie
- Institute of Hepatobiliary Surgery, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Yi Li
- Department of Clinical Laboratory, the Second Affiliated Hospital, Army Medical University, Chongqing 400037, China
| | - Qiong Pan
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Ying Xu
- School of Clinical Medicine and the First Affiliated Hospital of Chengdu Medical College, Chengdu 610500, China
| | - Shi-Ying Cai
- Department of Internal Medicine and Liver Center, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06520, USA
| | - Christopher D Byrne
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton and University of Southampton, Southampton General Hospital, Southampton SO16 6YD, UK
| | - Giovanni Targher
- Department of Medicine, University of Verona, Verona, Italy
- Metabolic Diseases Research Unit, IRCCS Sacro Cuore-Don Calabria Hospital, Negrar di Valpolicella 37024, Italy
| | - Xinshou Ouyang
- Department of Internal Medicine, Section of Digestive Diseases, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Liqun Zhang
- Department of Clinical Laboratory, the Second Affiliated Hospital, Army Medical University, Chongqing 400037, China
| | - Zhongyong Jiang
- Department of Medical Laboratory, Cheng du Seventh People's Hospital (Affiliated Cancer Hospital of Chengdu Medical College), Chengdu 610213, China
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou 325000, China
| | - Fengjun Sun
- Department of Pharmacy, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
| | - Jin Chai
- Department of Gastroenterology, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Institute of Digestive Diseases of PLA, Third Military Medical University (Army Medical University), Chongqing 400038, China
- Cholestatic Liver Diseases Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
- Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Medical Research Center, the First Affiliated Hospital (Southwest Hospital), Third Military Medical University (Army Medical University), Chongqing 400038, China
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2
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Horackova K, Zemankova P, Nehasil P, Vocka M, Hovhannisyan M, Matejkova K, Janatova M, Cerna M, Kleiblova P, Jelinkova S, Stastna B, Just P, Dolezalova T, Nemcova B, Urbanova M, Koudova M, Hazova J, Machackova E, Foretova L, Stranecky V, Zikan M, Kleibl Z, Soukupova J. A comprehensive analysis of germline predisposition to early-onset ovarian cancer. Sci Rep 2024; 14:16183. [PMID: 39003285 PMCID: PMC11246516 DOI: 10.1038/s41598-024-66324-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 07/01/2024] [Indexed: 07/15/2024] Open
Abstract
The subset of ovarian cancer (OC) diagnosed ≤ 30yo represents a distinct subgroup exhibiting disparities from late-onset OC in many aspects, including indefinite germline cancer predisposition. We performed DNA/RNA-WES with HLA-typing, PRS assessment and survival analysis in 123 early-onset OC-patients compared to histology/stage-matched late-onset and unselected OC-patients, and population-matched controls. Only 6/123(4.9%) early-onset OC-patients carried a germline pathogenic variant (GPV) in high-penetrance OC-predisposition genes. Nevertheless, our comprehensive germline analysis of early-onset OC-patients revealed two divergent trajectories of potential germline susceptibility. Firstly, overrepresentation analysis highlighted a connection to breast cancer (BC) that was supported by the CHEK2 GPV enrichment in early-onset OC(p = 1.2 × 10-4), and the presumably BC-specific PRS313, which successfully stratified early-onset OC-patients from controls(p = 0.03). The second avenue pointed towards the impaired immune response, indicated by LY75-CD302 GPV(p = 8.3 × 10-4) and diminished HLA diversity compared with controls(p = 3 × 10-7). Furthermore, we found a significantly higher overall GPV burden in early-onset OC-patients compared to controls(p = 3.8 × 10-4). The genetic predisposition to early-onset OC appears to be a heterogeneous and complex process that goes beyond the traditional Mendelian monogenic understanding of hereditary cancer predisposition, with a significant role of the immune system. We speculate that rather a cumulative overall GPV burden than specific GPV may potentially increase OC risk, concomitantly with reduced HLA diversity.
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Grants
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-09-00355 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-09-00355 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- RVO-VFN 00064165 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- NU20-03-00016 Ministerstvo Zdravotnictví Ceské Republiky
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- SVV260631 Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- COOPERATIO Univerzita Karlova v Praze
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- The National Center for Medical Genomics (LM2023067) Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
- LX22NPO05102 Ministerstvo Školství, Mládeže a Tělovýchovy
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Affiliation(s)
- Klara Horackova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Petra Zemankova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Institute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Petr Nehasil
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Institute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michal Vocka
- Department of Oncology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Milena Hovhannisyan
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Katerina Matejkova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Department of Genetics and Microbiology, Faculty of Science, Charles University in Prague, Prague, Czech Republic
| | - Marketa Janatova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Marta Cerna
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Petra Kleiblova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Sandra Jelinkova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Barbora Stastna
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic
| | - Pavel Just
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Tatana Dolezalova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Barbora Nemcova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Marketa Urbanova
- Centre for Medical Genetics and Reproductive Medicine, GENNET, Prague, Czech Republic
| | - Monika Koudova
- Centre for Medical Genetics and Reproductive Medicine, GENNET, Prague, Czech Republic
| | - Jana Hazova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Eva Machackova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Lenka Foretova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Viktor Stranecky
- Department of Paediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Michal Zikan
- Department of Gynecology and Obstetrics, Bulovka University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Zdenek Kleibl
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
- Institute of Pathological Physiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jana Soukupova
- Institute of Medical Biochemistry and Laboratory Diagnostics, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic.
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4
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Wang SS, Zhai GQ, Huang ZG, Luo JY, He J, Huang JZ, Yang L, Xiao CN, Li SL, Chen KR, Chen YY, Ji HC, Ding JP, Li SH, Cheng JW, Chen G. Nitidine chloride regulates cell function of bladder cancer in vitro through downregulating Lymphocyte antigen 75. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2023; 396:2071-2085. [PMID: 36914902 DOI: 10.1007/s00210-023-02446-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 02/23/2023] [Indexed: 03/16/2023]
Abstract
Nitidine chloride (NC) is effective on cancer in many tumors, but its effect on bladder cancer (BC) is unknown. We conducted cell function experiments to verify the antineoplastic effect of NC on BC cell lines (5637, T24, and UM-UC-3) in vitro. Then, mRNAs of NC-treated and NC-untreated BC cells were extracted for mRNA sequencing. Differentially expressed genes (DEGs), expression analysis, and drug molecular docking were conducted to discover the target gene of NC. Finally, functional enrichment was analyzed to explore the underlying mechanisms. NC dramatically inhibited proliferation, migration, and invasion, and it induced apoptosis and arrested the S and G2/M phases of BC cell lines. Lymphocyte antigen 75 (LY75) appeared to be the target of NC. LY75 was highly expressed and had the ability to distinguish BC tissue from non-cancerous tissue. Then, drug molecular docking confirmed the targeting relationship between NC and LY75. Gene enrichment analysis showed that the downregulated genes, after being treated with NC, were mainly enriched in pathways relevant to cell pathophysiological processes. NC inhibits BC cell proliferation, migration, and invasion, induces apoptosis, and arrests cell cycles by downregulating the expression of LY75. This study provides molecular and theoretical bases for NC treatment of BC.
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Affiliation(s)
- Shi-Shuo Wang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Gao-Qiang Zhai
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Zhi-Guang Huang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Jia-Yuan Luo
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Juan He
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Jie-Zhuang Huang
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Ling Yang
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Chu-Nan Xiao
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Su-Li Li
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Kai-Rong Chen
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Yan-Yu Chen
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Han-Chu Ji
- Department of Urology, Eighth Affiliated Hospital of Guangxi Medical University (Guigang City People's Hospital), Guigang, 537100, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Jun-Ping Ding
- Department of Urology, Liuzhou Municipal Liutie Central Hospital, Liuzhou, 545007, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Sheng-Hua Li
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Ji-Wen Cheng
- Department of Urology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
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Inchanalkar M, Srivatsa S, Ambatipudi S, Bhosale PG, Patil A, Schäffer AA, Beerenwinkel N, Mahimkar MB. Genome-wide DNA methylation profiling of HPV-negative leukoplakia and gingivobuccal complex cancers. Clin Epigenetics 2023; 15:93. [PMID: 37245006 DOI: 10.1186/s13148-023-01510-z] [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: 09/13/2022] [Accepted: 05/21/2023] [Indexed: 05/29/2023] Open
Abstract
BACKGROUND Gingivobuccal complex oral squamous cell carcinoma (GBC-OSCC) is an aggressive malignancy with high mortality often preceded by premalignant lesions, including leukoplakia. Previous studies have reported genomic drivers in OSCC, but much remains to be elucidated about DNA methylation patterns across different stages of oral carcinogenesis. RESULTS There is a serious lack of biomarkers and clinical application of biomarkers for early detection and prognosis of gingivobuccal complex cancers. Hence, in search of novel biomarkers, we measured genome-wide DNA methylation in 22 normal oral tissues, 22 leukoplakia, and 74 GBC-OSCC tissue samples. Both leukoplakia and GBC-OSCC had distinct methylation profiles as compared to normal oral tissue samples. Aberrant DNA methylation increases during the different stages of oral carcinogenesis, from premalignant lesions to carcinoma. We identified 846 and 5111 differentially methylated promoters in leukoplakia and GBC-OSCC, respectively, with a sizable fraction shared between the two sets. Further, we identified potential biomarkers from integrative analysis in gingivobuccal complex cancers and validated them in an independent cohort. Integration of genome, epigenome, and transcriptome data revealed candidate genes with gene expression synergistically regulated by copy number and DNA methylation changes. Regularised Cox regression identified 32 genes associated with patient survival. In an independent set of samples, we validated eight genes (FAT1, GLDC, HOXB13, CST7, CYB5A, MLLT11, GHR, LY75) from the integrative analysis and 30 genes from previously published reports. Bisulfite pyrosequencing validated GLDC (P = 0.036), HOXB13 (P < 0.0001) promoter hypermethylation, and FAT1 (P < 0.0001) hypomethylation in GBC-OSCC compared to normal controls. CONCLUSIONS Our findings identified methylation signatures associated with leukoplakia and gingivobuccal complex cancers. The integrative analysis in GBC-OSCC identified putative biomarkers that enhance existing knowledge of oral carcinogenesis and may potentially help in risk stratification and prognosis of GBC-OSCC.
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Affiliation(s)
- Mayuri Inchanalkar
- Mahimkar Lab, Cancer Research Institute (CRI), Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Center, Kharghar, Navi Mumbai, Maharashtra, 410210, India
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, 400094, India
| | - Sumana Srivatsa
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Srikant Ambatipudi
- Mahimkar Lab, Cancer Research Institute (CRI), Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Center, Kharghar, Navi Mumbai, Maharashtra, 410210, India
- Achutha Menon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences & Technology, Thiruvananthapuram, Kerala, India
| | - Priyanka G Bhosale
- Mahimkar Lab, Cancer Research Institute (CRI), Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Center, Kharghar, Navi Mumbai, Maharashtra, 410210, India
- Centre for Gene Therapy and Regenerative Medicine, Guy's Hospital, King's College London, Tower Wing, London, UK
| | - Asawari Patil
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, 400094, India
- Department of Pathology, Tata Memorial Hospital, Tata Memorial Centre, Mumbai, India
| | - Alejandro A Schäffer
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, and National Center for Biotechnology Information, National Institutes of Health, Bethesda, MD, USA
| | - Niko Beerenwinkel
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Manoj B Mahimkar
- Mahimkar Lab, Cancer Research Institute (CRI), Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Center, Kharghar, Navi Mumbai, Maharashtra, 410210, India.
- Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Maharashtra, 400094, India.
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