1
|
Pu J, Zhao Y, Zhang S, Wu T, Liu R, Yuan T, He S, Hao Q, Zhu H. Mapping the knowledge domains of literature on hepatocellular carcinoma and liver failure: a bibliometric approach. Front Oncol 2025; 15:1529297. [PMID: 40308492 PMCID: PMC12040667 DOI: 10.3389/fonc.2025.1529297] [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: 11/16/2024] [Accepted: 03/27/2025] [Indexed: 05/02/2025] Open
Abstract
Background Hepatocellular carcinoma (HCC) accounts for 75-85% of primary liver cancers, with its incidence continually rising, posing a threat to socio-economic development. Currently, liver resection is the standard treatment for HCC. However, post-hepatectomy liver failure (PHLF) is a severe and formidable postoperative complication that increases patients' medical expenses and mortality risk. Additionally, liver failure can occur at any stage of HCC development, severely affecting patients' quality of life and prognosis. Method Using the Web of Science Core Collection, this bibliometric study analyzed English articles and reviews on HCC and liver failure from 2003 to 2023. Bibliometric tools like CiteSpace, VOSviewer, and R-studio were employed for data visualization and analysis, focusing on publication trends, citation metrics, explosive intensity, and collaborative networks. Use the Comparative Toxicogenomics and Genecards databases to screen for genes related to liver failure, and perform enrichment analyses using Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and PubMed on the identified differentially expressed genes. Results The study identified a significant increase in publications on HCC and liver failure, with key contributions from journals such as the World Journal of Gastroenterology and the Journal of Hepatology. The United States, China, and Japan were the leading countries in research output. Prominent authors and institutions, including Kudo Masatoshi and Sun Yat-sen University, were identified. Enrichment analysis showed drug metabolism, oxidative stress, lipid metabolism, and other pathways are closely related to this field. Research hotspots included risk prediction models and novel therapies. Conclusion This bibliometric analysis highlights the growing research interest and advancements in HCC and liver failure. Future research should focus on improving risk prediction, developing new therapies, and enhancing international collaboration to address these critical health issues.
Collapse
Affiliation(s)
- Jun Pu
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| | - Yamin Zhao
- Department of Cardiology, Nantong Second People's Hospital, Nantong, China
| | - Siming Zhang
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
- Institute of Molecular Biomembrane and Glycobiology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Tianqi Wu
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| | - Ruizi Liu
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| | - Tianyi Yuan
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| | - Songnian He
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| | - Qingyu Hao
- Department of Cardiology, Infectious Disease Hospital of Heilongjiang Province, Harbin, China
| | - Haixia Zhu
- Cancer Research Center Nantong, Tumor Hospital Affiliated to Nantong University, Medical School of Nantong University, Nantong, China
| |
Collapse
|
2
|
Wei Y, Chen S, Ling Y, Wang W, Huang Y. Multi-omics revealed that the postbiotic of hawthorn-probiotic alleviated constipation caused by loperamide in elderly mice. Front Nutr 2025; 12:1498004. [PMID: 40070478 PMCID: PMC11895004 DOI: 10.3389/fnut.2025.1498004] [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: 09/18/2024] [Accepted: 02/05/2025] [Indexed: 03/14/2025] Open
Abstract
BackgroundConstipation is a prevalent and recurrent gastrointestinal disorder causing significant discomfort. However, current treatments often prove ineffective. Previous research indicates that the postbiotic derived from a combination of hawthorn and probiotics can alleviate constipation. This study aimed to investigate its mechanisms using loperamide-induced constipation in aged KM mice.MethodsConstipated mice were divided into groups receiving 10% lactulose (Y), hawthorn extract (S), probiotics (F), and the postbiotic of hawthorn-probiotic (FS). UPLC–MS metabolomics identified constituents of F, S, and FS. Network pharmacological analysis identified targets affected by FS. RT-qPCR assessed target expression in mouse colons, along with IL-6 and IL-17A levels. Molecular docking with AutoDock Tools1.5.6 evaluated interactions between FS components and targets. ex vivo colonic organ culture and RT-qPCR assessed target changes. Molecular dynamics analysis further scrutinized interactions. Targeted metabolomics measured short-chain fatty acid levels in mouse stool.ResultsUPLC–MS metabolomics revealed distinct profiles for F, S, and FS, with FS showing decreased toxic substances and increased beneficial ones compared to S. Network pharmacology identified 20 cross-targets of FS in constipation. RT-qPCR showed decreased NR1I2 and SULT1A1 and increased GLP-2r in FS-treated mice. Inflammatory cytokines IL-6 and IL-17A were also reduced. ex vivo colonic organ culture and molecular docking identified effective combinations such as TNF-Baicalin and AQP3-Quinacridone. RMSD, RMSF, and RG analyses indicated favorable interactions between small molecules and targets. Targeted metabolomics revealed differing short-chain fatty acid contents in feces among groups.ConclusionThe postbiotic of hawthorn-probiotic alleviates constipation by regulating intestinal water and sodium metabolism, maintaining the intestinal barrier and gut flora, promoting epithelial cell proliferation, reducing inflammatory responses, and improving short-chain fatty acid metabolism.
Collapse
Affiliation(s)
- Yu Wei
- Guangzhou University of Chinese Medicine, Guangzhou, China
- Basic Medical Science College, Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Shuai Chen
- Yunnan University of Chinese Medicine, Kunming, China
| | - Ying Ling
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Wei Wang
- Guangzhou University of Chinese Medicine, Guangzhou, China
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yali Huang
- Guangzhou University of Chinese Medicine, Guangzhou, China
- Basic Medical Science College, Guangzhou University of Chinese Medicine, Guangzhou, China
| |
Collapse
|
3
|
Glatt H, Meinl W. Sulphotransferase-mediated toxification of chemicals in mouse models: effect of knockout or humanisation of SULT genes. Essays Biochem 2024; 68:523-539. [PMID: 39611595 PMCID: PMC11625864 DOI: 10.1042/ebc20240030] [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: 08/13/2024] [Revised: 11/11/2024] [Accepted: 11/18/2024] [Indexed: 11/30/2024]
Abstract
Cytosolic sulphotransferase (SULT) enzymes catalyse reactions involved in xenobiotic elimination and hormone regulation. However, SULTs can also generate electrophilic reactive intermediates from certain substrates, including the activation of carcinogens. Here, we review toxicological studies of mouse strains with SULT status altered by genetic modification. Knockout mouse strains have been constructed for the enzymes Sult1a1, 1d1, 1e1, 2b1 and 4a1. In addition, transgenic strains are available for human SULT1A1/2. Among SULT knockout mouse strains, reduced fertility (Sult1e1) and early postnatal death (Sult4a1) were observed. In contrast, Sult1a1 or Sult1d1 knockouts and SULT1A1/2 transgenics were healthy and showed no obvious deficiencies. These strains were used in toxicological studies with 13 chemicals. Manipulation of the SULT system altered dramatically the adverse effects of many compounds; thus, very large differences in levels of DNA adducts formed in the liver or other tissues were seen with some chemicals - up to 99.2% decreases in knockouts and 83-fold increases in SULT1A1/2 transgenics. In many cases, these changes were restricted to the tissues in which the corresponding enzymes are expressed, arguing for local activation. However, with some compounds, the kidney was an important target tissue, due to the active transfer to that organ, via the circulation, of reactive sulphuric acid esters.
Collapse
Affiliation(s)
- Hansruedi Glatt
- Federal Institute for Risk Assessment (BfR), Department Food Safety, Max-Dohrn-Strasse 8-10, 10589 Berlin, Germany
- German Institute of Human Nutrition (DIfE) Potsdam-Rehbrücke, Department of Nutritional Toxicology (HG & WM) and Department of Molecular Toxicology (WM), Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
| | - Walter Meinl
- German Institute of Human Nutrition (DIfE) Potsdam-Rehbrücke, Department of Nutritional Toxicology (HG & WM) and Department of Molecular Toxicology (WM), Arthur-Scheunert-Allee 114-116, 14558 Nuthetal, Germany
| |
Collapse
|
4
|
Schüler J, Vockerodt M, Salehzadeh N, Becker J, Wilting J. Dual Inhibition of PI3 Kinase and MAP Kinase Signaling Pathways in Intrahepatic Cholangiocellular Carcinoma Cell Lines Leads to Proliferation Arrest but Not Apoptosis. Curr Issues Mol Biol 2024; 46:7395-7410. [PMID: 39057080 PMCID: PMC11276521 DOI: 10.3390/cimb46070439] [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: 06/07/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024] Open
Abstract
Cholangiocellular carcinoma (CCA) is the second most common primary liver cancer, with increasing incidence worldwide and inadequate therapeutic options. Intra- and extrahepatic bile ducts have distinctly different embryonic origins and developmental behavior, and accordingly, intra- and extrahepatic CCAs (ICC vs. ECC) are molecularly different. A promising strategy in oncotherapy is targeted therapy, targeting proteins that regulate cell survival and proliferation, such as the MAPK/ERK and PI3K/AKT/mTOR signaling pathways. Inhibitors of these pathways have been tested previously in CCA cell lines. However, these cell lines could not be clearly assigned to ICC or ECC, and the results indicated apoptosis induction by targeted therapeutics. We tested targeted therapeutics (selumetinib, MK2206) in three defined ICC cell lines (HuH28, RBE, SSP25). We observed additive effects of the dual inhibition of the two pathways, in accordance with the inhibition of phospho-AKT and phospho-ERK1/2 expression. Proliferation was blocked more effectively with dual inhibition than with each single inhibition, but cell numbers did not drop below baseline. Accordingly, we observed G1 phase arrest but not apoptosis or cell death (measured by cleaved caspase-3, AIFM1 regulation, sub-G0/G1 phase). We conclude that the dual inhibition of the MAPK/ERK and PI3K/AKT/mTOR pathways is highly effective to block the proliferation of ICC cell lines in vitro; however, potential clinical applications must be critically examined, as a proliferation block could also induce resistance to standard therapies.
Collapse
Affiliation(s)
| | | | | | | | - Jörg Wilting
- Institute of Anatomy and Embryology, University Medical Center Goettingen, GAU, 37075 Goettingen, Germany; (J.S.); (M.V.); (N.S.); (J.B.)
| |
Collapse
|
5
|
Wu MJ, Kondo H, Kammula AV, Shi L, Xiao Y, Dhiab S, Xu Q, Slater CJ, Avila OI, Merritt J, Kato H, Kattel P, Sussman J, Gritti I, Eccleston J, Sun Y, Cho HM, Olander K, Katsuda T, Shi DD, Savani MR, Smith BC, Cleary JM, Mostoslavsky R, Vijay V, Kitagawa Y, Wakimoto H, Jenkins RW, Yates KB, Paik J, Tassinari A, Saatcioglu DH, Tron AE, Haas W, Cahill D, McBrayer SK, Manguso RT, Bardeesy N. Mutant IDH1 inhibition induces dsDNA sensing to activate tumor immunity. Science 2024; 385:eadl6173. [PMID: 38991060 PMCID: PMC11602233 DOI: 10.1126/science.adl6173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 05/09/2024] [Indexed: 07/13/2024]
Abstract
Isocitrate dehydrogenase 1 (IDH1) is the most commonly mutated metabolic gene across human cancers. Mutant IDH1 (mIDH1) generates the oncometabolite (R)-2-hydroxyglutarate, disrupting enzymes involved in epigenetics and other processes. A hallmark of IDH1-mutant solid tumors is T cell exclusion, whereas mIDH1 inhibition in preclinical models restores antitumor immunity. Here, we define a cell-autonomous mechanism of mIDH1-driven immune evasion. IDH1-mutant solid tumors show selective hypermethylation and silencing of the cytoplasmic double-stranded DNA (dsDNA) sensor CGAS, compromising innate immune signaling. mIDH1 inhibition restores DNA demethylation, derepressing CGAS and transposable element (TE) subclasses. dsDNA produced by TE-reverse transcriptase (TE-RT) activates cGAS, triggering viral mimicry and stimulating antitumor immunity. In summary, we demonstrate that mIDH1 epigenetically suppresses innate immunity and link endogenous RT activity to the mechanism of action of a US Food and Drug Administration-approved oncology drug.
Collapse
Affiliation(s)
- Meng-Ju Wu
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Hiroshi Kondo
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Ashwin V. Kammula
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Lei Shi
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Yi Xiao
- Children’s Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sofiene Dhiab
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Qin Xu
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Chloe J. Slater
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Universite Paris-Saclay, Institut Gustave Roussy, INSERM U1015, Villejuif, France
- Servier Pharmaceuticals LLC, Boston, MA, USA
| | - Omar I. Avila
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Joshua Merritt
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Hiroyuki Kato
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Prabhat Kattel
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Jonathan Sussman
- Abramson Family Cancer Research Institute and Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Graduate Group in Genomics and Computational Biology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ilaria Gritti
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Jason Eccleston
- Abramson Family Cancer Research Institute and Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yi Sun
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
| | - Hyo Min Cho
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Kira Olander
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Takeshi Katsuda
- Abramson Family Cancer Research Institute and Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Diana D. Shi
- Children’s Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Radiation Oncology, Dana-Farber/Brigham and Women’s Cancer Center, Harvard Medical School, Boston, MA, USA
| | - Milan R. Savani
- Children’s Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Medical Scientist Training Program, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Bailey C. Smith
- Children’s Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - James M Cleary
- Division of Gastrointestinal Oncology, Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Raul Mostoslavsky
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Vindhya Vijay
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Yosuke Kitagawa
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hiroaki Wakimoto
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Russell W. Jenkins
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
- Laboratory of Systems Pharmacology, Harvard Program in Therapeutic Sciences, Harvard Medical School, Boston, MA, USA
| | - Kathleen B. Yates
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Jihye Paik
- Department of Pathology and Laboratory Medicine, Sandra and Edward Meyer Cancer Center, Weill Medical College of Cornell University, New York, New York, USA
| | | | | | | | - Wilhelm Haas
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Daniel Cahill
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Samuel K. McBrayer
- Children’s Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Robert T. Manguso
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Nabeel Bardeesy
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| |
Collapse
|
6
|
Vijay V, Karisani N, Shi L, Hung YH, Vu P, Kattel P, Kenney L, Merritt J, Adil R, Wu Q, Zhen Y, Morris R, Kreuzer J, Kathiresan M, Herrera Lopez XI, Ellis H, Gritti I, Lecorgne L, Farag I, Popa A, Shen W, Kato H, Xu Q, Balasooriya ER, Wu MJ, Chaturantabut S, Kelley RK, Cleary JM, Lawrence MS, Root D, Benes CH, Deshpande V, Juric D, Sellers WR, Ferrone CR, Haas W, Vazquez F, Getz G, Bardeesy N. Generation of a biliary tract cancer cell line atlas reveals molecular subtypes and therapeutic targets. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.04.601970. [PMID: 39026794 PMCID: PMC11257448 DOI: 10.1101/2024.07.04.601970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
Biliary tract cancers (BTCs) are a group of deadly malignancies encompassing intrahepatic and extrahepatic cholangiocarcinoma, gallbladder carcinoma, and ampullary carcinoma. Here, we present the integrative analysis of 63 BTC cell lines via multi-omics clustering and genome- scale CRISPR screens, providing a platform to illuminate BTC biology and inform therapeutic development. We identify dependencies broadly enriched in BTC compared to other cancers as well as dependencies selective to the anatomic subtypes. Notably, cholangiocarcinoma cell lines are stratified into distinct lineage subtypes based on biliary or dual biliary/hepatocyte marker signatures, associated with dependency on specific lineage survival factors. Transcriptional analysis of patient specimens demonstrates the prognostic significance of these lineage subtypes. Additionally, we delineate strategies to enhance targeted therapies or to overcome resistance in cell lines with key driver gene mutations. Furthermore, clustering based on dependencies and proteomics data elucidates unexpected functional relationships, including a BTC subgroup with partial squamous differentiation. Thus, this cell line atlas reveals potential therapeutic targets in molecularly defined BTCs, unveils biologically distinct disease subtypes, and offers a vital resource for BTC research.
Collapse
|
7
|
Peng H, Feng K, Jia W, Li Y, Lv Q, Zhang Y. An integrated investigation of sulfotransferases (SULTs) in hepatocellular carcinoma and identification of the role of SULT2A1 on stemness. Apoptosis 2024; 29:898-919. [PMID: 38411862 DOI: 10.1007/s10495-024-01938-5] [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] [Accepted: 01/09/2024] [Indexed: 02/28/2024]
Abstract
The cytosolic sulfotransferases (SULTs) are phase II conjugating enzymes, which are widely expressed in the liver and mainly mediate the sulfation of numerous xenobiotics and endogenous compounds. However, the role of various SULTs genes has not been reported in hepatocellular carcinoma (HCC). This study aims to analyze the expression and potential functional roles of SULTs genes in HCC and to identify the role of SULT2A1 in HCC stemness as well as the possible mechanism. We found that all of the 12 SULTs genes were differentially expressed in HCC. Moreover, clinicopathological features and survival rates were also investigated. Multivariate regression analysis showed that SULT2A1 and SULT1C2 could be used as independent prognostic factors in HCC. SULT1C4, SULT1E1, and SULT2A1 were significantly associated with immune infiltration. SULT2A1 deficiency in HCC promoted chemotherapy resistance and stemness maintenance. Mechanistically, silencing of SULT2A1 activated the AKT signaling pathway, on the one hand, promoted the expression of downstream stemness gene c-Myc, on the other hand, facilitated the NRF2 expression to reduce the accumulation of ROS, and jointly increased HCC stemness. Moreover, knockdown NR1I3 was involved in the transcriptional regulation of SULT2A1 in stemness maintenance. In addition, SULT2A1 knockdown HCC cells promoted the proliferation and activation of hepatic stellate cells (HSCs), thereby exerting a potential stroma remodeling effect. Our study revealed the expression and role of SULTs genes in HCC and identified the contribution of SULT2A1 to the initiation and progression of HCC.
Collapse
Affiliation(s)
- Hao Peng
- Medical School, Southeast University, Nanjing, 210009, China
| | - Kun Feng
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Weilu Jia
- Medical School, Southeast University, Nanjing, 210009, China
| | - Yunxin Li
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Qingpeng Lv
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210009, China
| | - Yewei Zhang
- Medical School, Southeast University, Nanjing, 210009, China.
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, 210009, China.
| |
Collapse
|
8
|
Zhen Y, Liu K, Shi L, Shah S, Xu Q, Ellis H, Balasooriya ER, Kreuzer J, Morris R, Baldwin AS, Juric D, Haas W, Bardeesy N. FGFR inhibition blocks NF-ĸB-dependent glucose metabolism and confers metabolic vulnerabilities in cholangiocarcinoma. Nat Commun 2024; 15:3805. [PMID: 38714664 PMCID: PMC11076599 DOI: 10.1038/s41467-024-47514-y] [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: 08/14/2023] [Accepted: 04/04/2024] [Indexed: 05/10/2024] Open
Abstract
Genomic alterations that activate Fibroblast Growth Factor Receptor 2 (FGFR2) are common in intrahepatic cholangiocarcinoma (ICC) and confer sensitivity to FGFR inhibition. However, the depth and duration of response is often limited. Here, we conduct integrative transcriptomics, metabolomics, and phosphoproteomics analysis of patient-derived models to define pathways downstream of oncogenic FGFR2 signaling that fuel ICC growth and to uncover compensatory mechanisms associated with pathway inhibition. We find that FGFR2-mediated activation of Nuclear factor-κB (NF-κB) maintains a highly glycolytic phenotype. Conversely, FGFR inhibition blocks glucose uptake and glycolysis while inciting adaptive changes, including switching fuel source utilization favoring fatty acid oxidation and increasing mitochondrial fusion and autophagy. Accordingly, FGFR inhibitor efficacy is potentiated by combined mitochondrial targeting, an effect enhanced in xenograft models by intermittent fasting. Thus, we show that oncogenic FGFR2 signaling drives NF-κB-dependent glycolysis in ICC and that metabolic reprogramming in response to FGFR inhibition confers new targetable vulnerabilities.
Collapse
Affiliation(s)
- Yuanli Zhen
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
- The Cancer Program, Broad Institute, Cambridge, MA, USA
| | - Kai Liu
- Center for Computational and Integrative Biology, Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Lei Shi
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
- The Cancer Program, Broad Institute, Cambridge, MA, USA
| | - Simran Shah
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Qin Xu
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
- The Cancer Program, Broad Institute, Cambridge, MA, USA
| | - Haley Ellis
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
- The Cancer Program, Broad Institute, Cambridge, MA, USA
| | - Eranga R Balasooriya
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
- The Cancer Program, Broad Institute, Cambridge, MA, USA
| | - Johannes Kreuzer
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
| | - Robert Morris
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
| | - Albert S Baldwin
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, USA
| | - Dejan Juric
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
| | - Wilhelm Haas
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA
| | - Nabeel Bardeesy
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA.
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Dept. of Medicine, Harvard Medical School, Boston, MA, USA.
- The Cancer Program, Broad Institute, Cambridge, MA, USA.
| |
Collapse
|
9
|
Liao W, Calvisi DF, Chen X. A new mission for an old anti-cancer drug: harnessing hepatocyte-specific metabolic pathways against liver tumors. Signal Transduct Target Ther 2023; 8:240. [PMID: 37311747 DOI: 10.1038/s41392-023-01513-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 05/07/2023] [Accepted: 05/21/2023] [Indexed: 06/15/2023] Open
Affiliation(s)
- Weiting Liao
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, 610041, Chengdu, China
- Cancer Biology Program, University of Hawaii Cancer Center, Honolulu, 96813, Hawaii, USA
| | - Diego F Calvisi
- Institute of Pathology, University of Regensburg, Regensburg, 93053, Germany
| | - Xin Chen
- Cancer Biology Program, University of Hawaii Cancer Center, Honolulu, 96813, Hawaii, USA.
| |
Collapse
|
10
|
Wang Z, Zhu H. Exploiting liver metabolism for tissue-specific cancer targeting. NATURE CANCER 2023; 4:310-311. [PMID: 36977775 DOI: 10.1038/s43018-023-00530-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
Affiliation(s)
- Zixi Wang
- Children's Research Institute, Departments of Pediatrics and Internal Medicine, Center for Regenerative Science and Medicine, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Hao Zhu
- Children's Research Institute, Departments of Pediatrics and Internal Medicine, Center for Regenerative Science and Medicine, Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| |
Collapse
|