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Peng J, Li H, Tong F, Hu J, Li M, Chen G, Liu D, Liu J, Wang R, Xu H, Li X, Zhong X, Yao J, Cao B. Methylation changes of liver DNA during the formation of gallstones. Epigenomics 2024; 16:529-547. [PMID: 38444389 PMCID: PMC11160444 DOI: 10.2217/epi-2023-0391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 02/20/2024] [Indexed: 03/07/2024] Open
Abstract
Aim: To explore the overall methylation changes in liver tissues during the formation of gallstones, as well as the key pathways and genes involved in the process. Methods: Reduced-representation bisulfite sequencing and RNA sequencing were conducted on the liver tissues of mice with gallstones and control normal mice. Results: A total of 8705 differentially methylated regions in CpG and 1410 differentially expressed genes were identified. The joint analysis indicated that aberrant DNA methylation may be associated with dysregulated gene expression in key pathways such as cholesterol metabolism and bile secretion. Conclusion: We propose for the first time that methylation changes in some key pathway genes in liver tissue may be involved in the formation of gallstones.
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Affiliation(s)
- Junbin Peng
- Medical School of Anhui University Of Science & Technology, Huainan, 232001, Anhui, China
| | - Haojie Li
- Medical School of Anhui University Of Science & Technology, Huainan, 232001, Anhui, China
| | - Fang Tong
- Medical School of Anhui University Of Science & Technology, Huainan, 232001, Anhui, China
| | - Jinlong Hu
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
- Anhui Province Key Laboratory of Occupational Health, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, China
| | - Min Li
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
| | - Gan Chen
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
| | - Dongquan Liu
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
| | - Jinshan Liu
- Anhui Medical University, Hefei, 230032, Anhui, China
| | - Rui Wang
- Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Hongyu Xu
- Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xuanxuan Li
- Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Xinguo Zhong
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
| | - Jiaming Yao
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
| | - Baoqiang Cao
- Medical School of Anhui University Of Science & Technology, Huainan, 232001, Anhui, China
- Department of General Surgery, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, Anhui, China
- Anhui Province Key Laboratory of Occupational Health, Anhui No.2 Provincial People’s Hospital, Hefei, 230041, China
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Ryu S, Woody N, Chang G, Mathialagan S, Varma MVS. Identification of Organic Anion Transporter 2 Inhibitors: Screening, Structure-Based Analysis, and Clinical Drug Interaction Risk Assessment. J Med Chem 2022; 65:14578-14588. [PMID: 36270005 DOI: 10.1021/acs.jmedchem.2c01079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Organic anion transporter 2 (OAT2 or SLC22A7) plays an important role in the hepatic uptake and renal secretion of several endogenous compounds and drugs. The goal of this work is to understand the structure activity of OAT2 inhibition and assess clinical drug interaction risk. A single-point inhibition assay using OAT2-transfected HEK293 cells was employed to screen about 150 compounds; and concentration-dependent inhibition potency (IC50) was measured for the identified "inhibitors". Acids represented about 65% of all inhibitors, and the frequency of bases-plus-zwitterions approximately doubled for "non-inhibitors". Interestingly, 9 of 10 most potent inhibitors (low IC50) are acids (pKa ∼ 3-5). Additionally, inhibitors are significantly larger and lipophilic than non-inhibitors. In silico (binary) models were developed to identify inhibitors and non-inhibitors. Finally, in vivo risk assessed via static drug-drug interaction models identified several inhibitors with potential for renal and hepatic OAT2 inhibition at clinical doses. This is the first study assessing the global pattern of OAT2-ligand interactions.
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Affiliation(s)
- Sangwoo Ryu
- Medicine Design, Pfizer Worldwide Research and Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Nathaniel Woody
- Medicine Design, Pfizer Worldwide Research and Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - George Chang
- Medicine Design, Pfizer Worldwide Research and Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Sumathy Mathialagan
- Medicine Design, Pfizer Worldwide Research and Development, Eastern Point Road, Groton, Connecticut 06340, United States
| | - Manthena V S Varma
- Medicine Design, Pfizer Worldwide Research and Development, Eastern Point Road, Groton, Connecticut 06340, United States
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Qin T, Wang Y, Nie J, Yu L, Zeng S. Oligomerization of the HBV/HDV functional receptor NTCP expressed in Sf9 insect cell. Biochim Biophys Acta Gen Subj 2022; 1866:130224. [DOI: 10.1016/j.bbagen.2022.130224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 08/01/2022] [Accepted: 08/02/2022] [Indexed: 10/31/2022]
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