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Zhao Q, Hu W, Xia Y, Dai S, Wu X, Chen J, Yuan X, Zhong T, Xi X, Wang Q. Feasibility of machine learning-based modeling and prediction to assess osteosarcoma outcomes. Sci Rep 2025; 15:17386. [PMID: 40389469 PMCID: PMC12089500 DOI: 10.1038/s41598-025-00179-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 04/25/2025] [Indexed: 05/21/2025] Open
Abstract
Osteosarcoma, an aggressive bone malignancy predominantly affecting children and adolescents, is characterized by a poor prognosis and high mortality rates. The development of reliable prognostic tools is critical for advancing personalized treatment strategies. However, identifying robust gene signatures to predict osteosarcoma outcomes remains a significant challenge. In this study, we analyzed gene expression data from 138 osteosarcoma samples across two multicenter cohorts and identified 14 consensus prognosis-associated genes via univariate Cox regression analysis. Using 66 combinations of 10 machine learning (ML) algorithms, we developed a machine learning-derived prognostic signature (MLDPS) optimized by the average C-index across TARGET, GSE21257, and merged cohorts. The MLDPS effectively stratified osteosarcoma patients into high- and low-risk score groups, achieving strong predictive performance for 1-, 3-, and 5-year overall survival (AUC range: 0.852 - 0.963). The MLDPS, comprising seven genes (CTNNBIP1, CORT, DLX2, TERT, BBS4, SLC7A1, NKX2-3), exhibited superior predictive accuracy compared to 10 established gene signatures. The findings of the MLDPS carry significant clinical implications for osteosarcoma treatment. Patients with a high-risk score demonstrated worse prognosis, increased metastasis risk, reduced immune infiltrations, and greater sensitivity to immunotherapy. Conversely, low-risk patients exhibited prolonged survival and distinct drug sensitivities. These findings underscore the potential of MLDPS to guide risk stratification, inform personalized therapeutic strategies, and improve clinical management in osteosarcoma.
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Affiliation(s)
- Qinfei Zhao
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Weiquan Hu
- Department of Joint Surgery, Ganzhou People's Hospital, Ganzhou, 341000, Jiangxi, China
| | - Yu Xia
- Department of Orthopaedics, The Second Xiangya Hospital, Central South University, 139 Renmin Road, Changsha, 410011, Hunan, China
| | - Shengyun Dai
- National Institutes for Food and Drug Control, Beijing, China
| | - Xiangsheng Wu
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Jing Chen
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Xiaoying Yuan
- The First School of Clinical Medicine, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Tianyu Zhong
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, Jiangxi, China.
| | - Xuxiang Xi
- Department of Laboratory Medicine, First Affiliated Hospital of Gannan Medical University, Ganzhou, 341000, Jiangxi, China.
| | - Qi Wang
- The First School of Clinical Medicine, Gannan Medical University, Ganzhou, 341000, Jiangxi, China.
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2
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Wang Q, Chen M, Zhang J, Feng C, Li H, Guo J, Sun Z, Feng Y. Whole Transcriptome Sequencing Analyzes the Interactions of mRNAs and ncRNAs in Cholangiocarcinoma. Cancer Med 2025; 14:e70906. [PMID: 40304434 PMCID: PMC12042214 DOI: 10.1002/cam4.70906] [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: 11/28/2023] [Revised: 02/07/2025] [Accepted: 04/09/2025] [Indexed: 05/02/2025] Open
Abstract
BACKGROUND Cholangiocarcinoma is a common hepatic malignant tumor with an unfavorable prognosis. Therefore, we systematically evaluated the transcriptomic landscape of CHOL by whole transcriptome sequencing technology in this study and constructed a ceRNA network associated with CHOL. METHODS First, whole transcriptome sequencing between the tumor tissues of CHOL and adjacent cancer tissues adjacent to the tumors from six patients with CHOL was performed. Then, a differential expression analysis between the CHOL group and adjacent cancer group was performed to screen significant markers. Subsequently, target gene predictive analysis and co-expression analysis were implemented to construct a ceRNA and protein-protein interaction network in CHOL, and enrichment analysis was performed to investigate gene-related molecular pathways. RESULTS The results showed that there were 761 differentially expressed mRNAs, 47 differentially expressed miRNAs, 61 differentially expressed lncRNAs, and 1481 differentially expressed circRNAs in the adjacent cancer group compared with the CHOL group, respectively. Enrichment analysis of differentially expressed mRNAs showed that the PI3K-Akt, calcium, and MAPK signaling pathways were significantly enriched. Hsa-miR-196b-5p can be a sponge to adsorb lncRNA H19 and 101 downregulated mRNAs, constructing an lncRNA-miRNA-mRNA network. Hsa_circ_0025636, hsa_circ_0057335, hsa-miR-96-5p, and hsa-miR-196b-5p were involved in the circRNA-miRNA-mRNA network. Moreover, five core genes were obtained through PPI interaction analysis, which also played an important role in the ceRNA network. CONCLUSIONS This study systematically presents a transcriptomic landscape of CHOL and identifies lncRNA/circRNA-associated ceRNA networks that could provide insights for future treatment and prognosis of CHOL, laying a certain foundation for the study of molecular mechanisms and providing novel ideas for its prognosis and treatment.
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Affiliation(s)
- Qinlei Wang
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Menshou Chen
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Jingru Zhang
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Chuan Feng
- Department of MedicineQingdao UniversityQingdaoShandongChina
| | - Haoran Li
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Jingyu Guo
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Zhaowei Sun
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
| | - Yujie Feng
- Department of Hepatobiliary and Pancreatic SurgeryThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChina
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3
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Pan Y, Qiu Y, Zhou X, Mao W, Xu X. Cancer-associated fibroblasts: multidimensional players in liver cancer. Front Oncol 2025; 15:1454546. [PMID: 40248197 PMCID: PMC12003132 DOI: 10.3389/fonc.2025.1454546] [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: 06/25/2024] [Accepted: 02/19/2025] [Indexed: 04/19/2025] Open
Abstract
Cancer-associated fibroblasts (CAFs), the most abundant stromal cells in the tumor microenvironment (TME), control tumor growth through production and organization of the extracellular matrix (ECM) for a long time. However, the results from different studies that have focused on targeting CAFs to disturb tumor progression are extremely controversial. Recent studies using advanced single-cell RNA sequencing technology (scRNAseq) combined with multiple genetically engineered mouse models have identified diverse CAF subpopulations in the premalignant liver microenvironment (PME) of hepatocellular carcinoma (HCC) and TME of intrahepatic cholangiocarcinoma (ICC), providing a deeper understanding of the exact roles of each CAF subpopulation in cancer development. This review focuses on the specific protein markers, signaling pathways, and functions of various emerging CAF subclusters that contribute to the development of ICC and HCC. Elucidating the role and regulation of CAF subpopulations under different pathophysiological conditions will facilitate the discovery of new therapeutics that modulate CAF activity.
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Affiliation(s)
- Yanyun Pan
- Department of Cardiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Yuangang Qiu
- Department of Cardiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Xinbin Zhou
- Department of Cardiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
| | - Wei Mao
- Department of Cardiology, Affiliated Zhejiang Hospital, Zhejiang University School of Medicine, Zhejiang Key Laboratory of Integrative Chinese and Western Medicine for Diagnosis and Treatment of Circulatory Diseases, Hangzhou, China
| | - Xiaoming Xu
- Department of Cardiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China
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4
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Soliman N, Maqsood A, Connor AA. Role of genomics in liver transplantation for cholangiocarcinoma. Curr Opin Organ Transplant 2025; 30:158-170. [PMID: 39917813 DOI: 10.1097/mot.0000000000001209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
PURPOSE OF REVIEW The purpose of this review is to summarize the current knowledge of cholangiocarcinoma molecular biology and to suggest a framework for implementation of next-generation sequencing in all stages of liver transplantation. This is timely as recent guidelines recommend increased use of these technologies with promising results. RECENT FINDINGS The main themes covered here address germline and somatic genetic alterations recently discovered in cholangiocarcinoma, particularly those associated with prognosis and treatment responses, and nascent efforts to translate these into contemporary practice in the peri-liver transplantation period. SUMMARY Early efforts to translate molecular profiling to cholangiocarcinoma care demonstrate a growing number of potentially actionable alterations. Still lacking is a consensus on what biomarkers and technologies to adopt, at what scale and cost, and how to integrate them most effectively into care with the ambition of increasing the number of patients eligible for liver transplantation and improving their long-term outcomes.
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Affiliation(s)
- Nadine Soliman
- Department of Surgery
- J. C. Walter Jr. Transplant Center, Houston Methodist Hospital
- Houston Methodist Academic Institute
| | - Anaum Maqsood
- Department of Medicine
- Neill Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - Ashton A Connor
- Department of Surgery
- J. C. Walter Jr. Transplant Center, Houston Methodist Hospital
- Houston Methodist Academic Institute
- Neill Cancer Center, Houston Methodist Hospital, Houston, Texas
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, New York, USA
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5
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Pant K, Richard S, Peixoto E, Baral S, Yang R, Ren Y, Masyuk TV, LaRusso NF, Gradilone SA. Cholangiocyte ciliary defects induce sustained epidermal growth factor receptor signaling. Hepatology 2025; 81:1132-1145. [PMID: 39186465 DOI: 10.1097/hep.0000000000001055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 07/29/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND AND AIMS The primary cilium, an organelle that protrudes from cell surfaces, is essential for sensing extracellular signals. With disturbed cellular communication and chronic liver pathologies, this organelle's dysfunctions have been linked to disorders, including polycystic liver disease and cholangiocarcinoma. The goal of this study was to elucidate the relationship between primary cilia and the crucial regulator of cellular proliferation, the epidermal growth factor receptor (EGFR) signaling pathway, which has been associated with various clinical conditions. APPROACH AND RESULTS The study identified aberrant EGFR signaling pathways in cholangiocytes lacking functional primary cilia using liver-specific intraflagellar transport 88 knockout mice, a Pkhd1 mutant rat model, and human cell lines that did not have functional cilia. Cilia-deficient cholangiocytes showed persistent EGFR activation because of impaired receptor degradation, in contrast to their normal counterparts, where EGFR localization to the cilia promotes appropriate signaling. Using histone deacetylase 6 inhibitors to restore primary cilia accelerates EGFR degradation, thereby reducing maladaptive signaling. Importantly, experimental intervention with the histone deacetylase 6 inhibitor tubastatin A in an orthotopic rat model moved EGFR to cilia and reduced ERK phosphorylation. Concurrent administration of EGFR and histone deacetylase 6 inhibitors in cholangiocarcinoma and polycystic liver disease cells demonstrated synergistic antiproliferative effects, which were associated with the restoration of functioning primary cilia. CONCLUSIONS This study's findings shed light on ciliary function and robust EGFR signaling with slower receptor turnover. We could use therapies that restore the function of primary cilia to treat EGFR-driven diseases in polycystic liver disease and cholangiocarcinoma.
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Affiliation(s)
- Kishor Pant
- The Hormel Institute, University of Minnesota, Austin, Minnesota, USA
| | - Seth Richard
- The Hormel Institute, University of Minnesota, Austin, Minnesota, USA
| | | | - Subheksha Baral
- The Hormel Institute, University of Minnesota, Austin, Minnesota, USA
| | - Rendong Yang
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Yanan Ren
- Department of Urology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tatyana V Masyuk
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Nicholas F LaRusso
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Sergio A Gradilone
- The Hormel Institute, University of Minnesota, Austin, Minnesota, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
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6
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Desterke C, Francés R, Monge C, Fu Y, Marchio A, Pineau P, Mata-Garrido J. Single-cell RNAseq reveals adverse metabolic transcriptional program in intrahepatic cholangiocarcinoma malignant cells. Biochem Biophys Rep 2025; 41:101949. [PMID: 40034261 PMCID: PMC11872667 DOI: 10.1016/j.bbrep.2025.101949] [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: 10/24/2024] [Revised: 01/21/2025] [Accepted: 02/06/2025] [Indexed: 03/05/2025] Open
Abstract
Intrahepatic cholangiocarcinoma (ICA) is a highly aggressive primary liver cancer, which originates from the epithelial cells of the bile ducts. The transcriptional profile of metabolic enzymes was investigated at both bulk and single-cell levels in tumor samples from distinct ICA cohorts. In a training cohort (TCGA consortium), 16 genes encoding for metabolic enzymes were found overexpressed in cases with poor survival. A computed metabolic gene expression score was significantly associated with worse ICA prognosis at the univariate level (overall survival [OS] log-rank p = 8.2e-4). After adjusting for Ishak fibrosis score and tumor staging, the metabolic expression remained an independent predictor of poor prognosis (multivariate OS log-rank p = 0.01). Seven genes encoding key enzymes (FH, MAT2B, PLOD2, PLOD1, PDE6D, ALDOC, and NT5DC3) were validated as markers of the proliferative subclass of ICA in the GSE32225 dataset, related to poor prognosis. The metabolic score was significantly different between the inflammatory and proliferative subclasses in the validation cohort (p < 2.2e-16). At the single-cell level, in the tumor microenvironment of 10 ICA patients, these seven enzymes were predominantly expressed by malignant cells. The single-cell metabolic score was thus higher in malignant cells. This study identifies a metabolic transcriptional program linked to poor prognosis in ICA, independent of fibrosis and tumor staging.
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Affiliation(s)
- Christophe Desterke
- Faculté de Médecine du Kremlin Bicêtre, Université Paris-Saclay, INSERM UMRS-1310, Le Kremlin-Bicêtre, France
| | - Raquel Francés
- Energy & Memory, Brain Plasticity Unit, CNRS, ESPCI Paris, PSL Research University, Paris, France
| | - Claudia Monge
- Institut Pasteur, Université Paris Cité, Unité Organisation Nucléaire et Oncogenèse, INSERM U993, Paris, France
| | - Yuanji Fu
- Université Paris Cité, INSERM, CNRS, Institut Necker Enfants Malades, F-75015, Paris, France
| | - Agnès Marchio
- Institut Pasteur, Université Paris Cité, Unité Organisation Nucléaire et Oncogenèse, INSERM U993, Paris, France
| | - Pascal Pineau
- Institut Pasteur, Université Paris Cité, Unité Organisation Nucléaire et Oncogenèse, INSERM U993, Paris, France
| | - Jorge Mata-Garrido
- Institut Pasteur, Université Paris Cité, Unité Organisation Nucléaire et Oncogenèse, INSERM U993, Paris, France
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Tripathi S, Sharma Y, Kumar D. Unveiling the link between chronic inflammation and cancer. Metabol Open 2025; 25:100347. [PMID: 39876904 PMCID: PMC11772974 DOI: 10.1016/j.metop.2025.100347] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Revised: 01/05/2025] [Accepted: 01/06/2025] [Indexed: 01/31/2025] Open
Abstract
The highly nuanced transition from an inflammatory process to tumorigenesis is of great scientific interest. While it is well known that environmental stimuli can cause inflammation, less is known about the oncogenic modifications that chronic inflammation in the tissue microenvironment can bring about, as well as how these modifications can set off pro-tumorigenic processes. It is clear that no matter where the environmental factors come from, maintaining an inflammatory microenvironment encourages carcinogenesis. In addition to encouraging angiogenesis and metastatic processes, sustaining the survival and proliferation of malignant transformed cells, and possibly altering the efficacy of therapeutic agents, inflammation can negatively regulate the antitumoral adaptive and innate immune responses. Because chronic inflammation has multiple pathways involved in tumorigenesis and metastasis, it has gained recognition as a marker of cancer and a desirable target for cancer therapy. Recent advances in our knowledge of the molecular mechanisms that drive cancer's progression demonstrate that inflammation promotes tumorigenesis and metastasis while suppressing anti-tumor immunity. In many solid tumor types, including breast, lung, and liver cancer, inflammation stimulates the activation of oncogenes and impairs the body's defenses against the tumor. Additionally, it alters the microenvironment of the tumor. As a tactical approach to cancer treatment, these findings have underscored the importance of targeting inflammatory pathways. This review highlights the role of inflammation in cancer development and metastasis, focusing on its impact on tumor progression, immune suppression, and therapy resistance. It examines current anti-inflammatory strategies, including NSAIDs, cytokine modulators, and STAT3 inhibitors, while addressing their potential and limitations. The review emphasizes the need for further research to unravel the complex mechanisms linking inflammation to cancer progression and identify molecular targets for specific cancer subtypes.
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Affiliation(s)
- Siddhant Tripathi
- Poona College of Pharmacy, Bharati Vidyapeeth (Deemed to be) University, Pune, Maharashtra, 411038, India
| | - Yashika Sharma
- Poona College of Pharmacy, Bharati Vidyapeeth (Deemed to be) University, Pune, Maharashtra, 411038, India
| | - Dileep Kumar
- Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, 576104, Karnataka, India
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Menapree P, Duangthim N, Sae-Fung A, Sonkaew S, Jitkaew S. CDK4/6 inhibitors upregulate cIAP1/2, and Smac mimetic LCL161 enhances their antitumor effects in cholangiocarcinoma cells. Sci Rep 2025; 15:6826. [PMID: 40000765 PMCID: PMC11861974 DOI: 10.1038/s41598-025-90997-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
Cholangiocarcinoma (CCA) is a highly aggressive bile duct cancer with a poor prognosis and high mortality rates, primarily due to the lack of early diagnosis and effective treatments. We have shown that cyclin D and CDK4/6, key regulators of cell cycle progression, are highly expressed in CCA patients. Moreover, high levels of cyclin D, CDK4, and CDK6 are associated with shorter survival in CCA patients, suggesting that cyclin D and CDK4/6 might be potential targets for CCA therapy. However, we have demonstrated that CDK4/6 inhibitor palbociclib monotherapy is less effective in CCA cells. We have identified Cellular Inhibitor of Apoptosis Proteins 1 and 2 (cIAP1/2), NF-κB target genes that their expression is associated with shorter survival in CCA patients, as potential key regulators of the CDK4/6 inhibitor response. We showed that palbociclib, a CDK4/6 inhibitor, increases phosphorylated p65 and its nuclear translocation, resulting in cIAP1/2 upregulation in CCA cells. Therefore, we hypothesized that the combination of a cIAP1/2 antagonist and a CDK4/6 inhibitor might enhance the CDK4/6 inhibitor response. Interestingly, combined treatment with the Smac mimetic LCL161, a cIAP1/2 antagonist, and palbociclib synergistically inhibits cell proliferation and induces cell death in both 2D monolayer and 3D spheroid CCA cultures. We further showed that this combination treatment has less effect on non-tumor cholangiocytes and human peripheral blood mononuclear cells (PBMCs). Our findings demonstrate for the first time that the combined treatment of Smac mimetics and CDK4/6 inhibitors is a promising novel targeted therapy for CCA patients.
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Affiliation(s)
- Pimchanok Menapree
- Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Nattaya Duangthim
- Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Apiwit Sae-Fung
- Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Sasiprapa Sonkaew
- Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand
| | - Siriporn Jitkaew
- Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand.
- Center of Excellence for Cancer and Inflammation, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, 10330, Thailand.
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Cammarota A, Balsano R, Pressiani T, Bozzarelli S, Rimassa L, Lleo A. The Immune-Genomics of Cholangiocarcinoma: A Biological Footprint to Develop Novel Immunotherapies. Cancers (Basel) 2025; 17:272. [PMID: 39858054 PMCID: PMC11763448 DOI: 10.3390/cancers17020272] [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: 11/29/2024] [Revised: 01/11/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Cholangiocarcinoma (CCA) represents approximately 3% of all gastrointestinal cancers and is a highly heterogeneous and aggressive malignancy originating from the epithelial cells of the biliary tree. CCA is classified by anatomical location into intrahepatic (iCCA), extrahepatic (eCCA), gallbladder cancer (GBC), and ampullary cancers. Although considered a rare tumor, CCA incidence has risen globally, particularly due to the increased diagnosis of iCCA. Genomic and immune profiling studies have revealed significant heterogeneity within CCA, leading to the identification of molecular subtypes and actionable genetic alterations in 40-60% of cases, particularly in iCCA. Among these, FGFR2 rearrangements or fusions (7-15%) and IDH1 mutations (10-20%) are common in iCCA, while HER2 amplifications/overexpression are more frequent in eCCA and GBC. The tumor-immune microenvironment (TIME) of CCAs plays an active role in the pathogenesis and progression of the disease, creating a complex and plastic environment dominated by immune-suppressive populations. Among these, cancer-associated fibroblasts (CAFs) are a key component of the TIME and are associated with worse survival due to their role in maintaining a poorly immunogenic landscape through the deposition of stiff extracellular matrix and release of pro-tumor soluble factors. Improved understanding of CCA tumor biology has driven the development of novel treatments. Combination therapies of cisplatin and gemcitabine with immune checkpoint inhibitors (ICIs) have replaced the decade-long standard doublet chemotherapy, becoming the new standard of care in patients with advanced CCA. However, the survival improvements remain modest prompting research into more effective ways to target the TIME of CCAs. As key mechanisms of immune evasion in CCA are uncovered, novel immune molecules emerge as potential therapeutic targets. Current studies are exploring strategies targeting multiple immune checkpoints, angiogenesis, and tumor-specific antigens that contribute to immune escape. Additionally, the success of ICIs in advanced CCA has led to interest in their application in earlier stages of the disease, such as in adjuvant and neoadjuvant settings. This review offers a comprehensive overview of the immune biology of CCAs and examines how this knowledge has guided clinical drug development, with a focus on both approved and emergent treatment strategies.
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Affiliation(s)
- Antonella Cammarota
- Hepatobiliary Immunopathology Laboratory, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Italy; (R.B.); (L.R.)
| | - Rita Balsano
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Italy; (R.B.); (L.R.)
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy; (T.P.); (S.B.)
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy; (T.P.); (S.B.)
| | - Silvia Bozzarelli
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy; (T.P.); (S.B.)
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Italy; (R.B.); (L.R.)
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy; (T.P.); (S.B.)
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Italy; (R.B.); (L.R.)
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
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10
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Dai Y, Dong C, Wang Z, Zhou Y, Wang Y, Hao Y, Chen P, Liang C, Li G. Infiltrating T lymphocytes and tumor microenvironment within cholangiocarcinoma: immune heterogeneity, intercellular communication, immune checkpoints. Front Immunol 2025; 15:1482291. [PMID: 39845973 PMCID: PMC11750830 DOI: 10.3389/fimmu.2024.1482291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 12/17/2024] [Indexed: 01/24/2025] Open
Abstract
Cholangiocarcinoma is the second most common primary liver cancer, and its global incidence has increased in recent years. Radical surgical resection and systemic chemotherapy have traditionally been the standard treatment options. However, the complexity of cholangiocarcinoma subtypes often presents a challenge for early diagnosis. Additionally, high recurrence rates following radical treatment and resistance to late-stage chemotherapy limit the benefits for patients. Immunotherapy has emerged as an effective strategy for treating various types of cancer, and has shown efficacy when combined with chemotherapy for cholangiocarcinoma. Current immunotherapies targeting cholangiocarcinoma have predominantly focused on T lymphocytes within the tumor microenvironment, and new immunotherapies have yielded unsatisfactory results in clinical trials. Therefore, it is essential to achieve a comprehensive understanding of the unique tumor microenvironment of cholangiocarcinoma and the pivotal role of T lymphocytes within it. In this review, we describe the heterogeneous immune landscape and intercellular communication in cholangiocarcinoma and summarize the specific distribution of T lymphocytes. Finally, we review potential immune checkpoints in cholangiocarcinoma.
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Affiliation(s)
- Yunyan Dai
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Chenyang Dong
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Zhiming Wang
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yunpeng Zhou
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yi Wang
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Yi Hao
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
| | - Pinggui Chen
- Department of Nuclear Medicine, Nanyang First People’s Hospital, Nanyang, Henan, China
| | - Chaojie Liang
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
- Department of biliary and Pancreatic Surgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Gaopeng Li
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, China
- Department of Hepatobiliary Surgery, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China
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11
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Tang CY, Lin YT, Yeh YC, Chung SY, Chang YC, Hung YP, Chen SC, Chen MH, Chiang NJ. The correlation between LAG-3 expression and the efficacy of chemoimmunotherapy in advanced biliary tract cancer. Cancer Immunol Immunother 2025; 74:41. [PMID: 39751894 PMCID: PMC11699023 DOI: 10.1007/s00262-024-03878-0] [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: 06/27/2024] [Accepted: 10/30/2024] [Indexed: 01/04/2025]
Abstract
In our previous phase II T1219 trial for advanced biliary tract cancer (ABTC), the combination of nivolumab with modified gemcitabine and S-1 exhibited promising efficacy, while the programmed-death-ligand-1 (PD-L1) expression did not predict chemoimmunotherapy efficacy. Lymphocyte-activation-gene-3 (LAG-3), a negative immune checkpoint, is frequently co-expressed with PD-L1. This study assessed the predictive value of LAG-3 expression in ABTC patients who received chemoimmunotherapy. We analyzed 44 formalin-fixed ABTC samples using immunohistochemical staining for PD-L1 and LAG-3 and correlated them with the clinical efficacy of chemoimmunotherapy. Digital spatial profiling was conducted in selected regions of interest to examine immune cell infiltration and checkpoint expression in six cases. Three public BTC datasets were used for analysis: TCGA-CHOL, GSE32225, and GSE132305. LAG-3 positivity was observed in 38.6% of the ABTC samples and was significantly correlated with PD-L1 positivity (P < 0.001). The objective response rate (ORR) was significantly higher in LAG-3-positive tumors than in LAG-3-negative tumors (70.6% vs. 33.3%, P = 0.029). The LAG-3 expression level was associated with an increased ORR (33%, 58%, and 100% for LAG-3 < 1%, 1-9%, and ≥ 10%, respectively; P = 0.018) and a deeper therapeutic response (20.1%, 38.6%, and 57.6% for the same respective groups; P = 0.04). LAG-3 expression is positively correlated with the expression of numerous immune checkpoints. Enrichment of CD8+ T cells was observed in LAG-3-positive BTC, indicating that LAG-3 expression may serve as a biomarker for identifying immune-inflamed tumors and predicting the therapeutic response to chemoimmunotherapy in ABTC.
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Affiliation(s)
- Cheng-Yu Tang
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yi-Ting Lin
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
| | - Yi-Chen Yeh
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Shin-Yi Chung
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
| | - Yu-Chan Chang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yi-Ping Hung
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - San-Chi Chen
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Ming-Huang Chen
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Nai-Jung Chiang
- Division of Medical Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Road, Beitou District, Taipei, 112201, Taiwan.
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.
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12
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Elurbide J, Colyn L, Latasa MU, Uriarte I, Mariani S, Lopez-Pascual A, Valbuena E, Castello-Uribe B, Arnes-Benito R, Adan-Villaescusa E, Martinez-Perez LA, Azkargorta M, Elortza F, Wu H, Krawczyk M, Schneider KM, Sangro B, Aldrighetti L, Ratti F, Casadei Gardini A, Marin JJG, Amat I, Urman JM, Arechederra M, Martinez-Chantar ML, Trautwein C, Huch M, Cubero FJ, Berasain C, G Fernandez-Barrena M, Avila MA. Identification of PRMT5 as a therapeutic target in cholangiocarcinoma. Gut 2024; 74:116-127. [PMID: 39266051 PMCID: PMC12056590 DOI: 10.1136/gutjnl-2024-332998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 08/14/2024] [Indexed: 09/14/2024]
Abstract
BACKGROUND Cholangiocarcinoma (CCA) is a very difficult-to-treat cancer. Chemotherapies are little effective and response to immune checkpoint inhibitors is limited. Therefore, new therapeutic strategies need to be identified. OBJECTIVE We characterised the enzyme protein arginine-methyltransferase 5 (PRMT5) as a novel therapeutic target in CCA. DESIGN We evaluated the expression of PRMT5, its functional partner MEP50 and methylthioadenosine phosphorylase (MTAP)-an enzyme that modulates the sensitivity of PRMT5 to pharmacological inhibitors-in human CCA tissues. PRMT5-targeting drugs, currently tested in clinical trials for other malignancies, were assessed in human CCA cell lines and organoids, as well as in two immunocompetent CCA mouse models. Transcriptomic, proteomic and functional analyses were performed to explore the underlying antitumoural mechanisms. RESULTS PRMT5 and MEP50 proteins were correlatively overexpressed in most CCA tissues. MTAP was absent in 25% of intrahepatic CCA. PRMT5-targeting drugs markedly inhibited CCA cell proliferation, synergising with cisplatin and gemcitabine and hindered the growth of cholangiocarcinoma organoids. PRMT5 inhibition blunted the expression of oncogenic genes involved in chromatin remodelling and DNA repair, consistently inducing the formation of RNA loops and promoting DNA damage. Treatment with PRMT5-targeting drugs significantly restrained the growth of experimental CCA without adverse effects and concomitantly induced the recruitment of CD4 and CD8 T cells to shrinking tumourous lesions. CONCLUSION PRMT5 and MEP50 are frequently upregulated in human CCA, and PRMT5-targeting drugs have significant antitumoural efficacy in clinically relevant CCA models. Our findings support the evaluation of PRMT5 inhibitors in clinical trials, including their combination with cytotoxic and immune therapies.
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Affiliation(s)
- Jasmin Elurbide
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
- CIBEREHD, Madrid, Spain
| | - Leticia Colyn
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
| | - Maria U Latasa
- Hepatology and Gene Therapy, Cima. University of Navarra, Pamplona, Spain
| | - Iker Uriarte
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
- CIBEREHD, Madrid, Spain
| | - Stefano Mariani
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
- Oncology, University Hospital of Cagliari Department of Medicine, Cagliari, Italy
| | - Amaya Lopez-Pascual
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
- IdiSNA, Pamplona, Spain
| | | | | | - Robert Arnes-Benito
- Max-Plank Institute for Molecular Cell Biology and Genetics, Dresden, Germany
| | | | - Luz A Martinez-Perez
- Hepatology Laboratory, CIMA-University of Navarra, Pamplona, Spain
- Universidad de Guadalajara Centro Universitario de Ciencias de la Salud, Guadalajara, Mexico
| | - Mikel Azkargorta
- Proteomics Platform, Bizkaia Science and Technology Park, Derio, Spain
| | - Felix Elortza
- Proteomics Platform, CIC bioGUNE, ProteoRed-ISCIII, Bizkaia Science and Technology Park, CIC bioGUNE, Bizkaia, Spain
| | - Hanghang Wu
- Immunology, Ophthalmology and ENT, Complutense University of Madrid Faculty of Medicine, Madrid, Spain
| | - Marcin Krawczyk
- Department of Gastroenterology, Hepatology and Transplant Medicine, Medical Faculty, University of Duisburg-Essen, Essen, Germany
- Laboratory of Metabolic Liver Diseases, Medical University of Warsaw, Warszawa, Poland
| | - Kai Markus Schneider
- Department of Internal Medicine III, University Hospital RWTH Aachen, Aachen, Germany
| | - Bruno Sangro
- Liver Unit, Dept. of Internal Medicine, Clinica Universitaria de Navarra, Pamplona, Spain
| | | | - Francesca Ratti
- Hepatobiliary surgery division, San Raffaele Hospital, Milano, Italy
| | | | - Jose J G Marin
- CIBEREHD, Madrid, Spain
- HEVEFARM, Physiology and Pharmacology, IBSAL, CIBERehd, University of Salamanca, Salamanca, Spain
| | - Irene Amat
- Department of Pathology, Navarra University Hospital Complex, Pamplona, Spain
- Instituto de Investigaciones Sanitarias de Navarra IdiSNA, Pamplona, Spain
| | - Jesus M Urman
- Instituto de Investigaciones Sanitarias de Navarra IdiSNA, Pamplona, Spain
- Department of Gastroenterology and Hepatology, Navarra University Hospital Complex, Pamplona, Spain
| | | | - Maria Luz Martinez-Chantar
- CIBEREHD, Madrid, Spain
- Liver Disease Lab, BRTA CIC bioGUNE, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), CICbioGUNE, Derio, Spain
| | | | - Meritxell Huch
- Max-Plank Institute for Molecular Cell Biology and Genetics, Dresden, Germany
| | - Francisco Javier Cubero
- CIBEREHD, Madrid, Spain
- Immunology, Ophthalmology and ENT. Health Research Institute Gregorio Marañón (IiSGM), Complutense University of Madrid Faculty of Medicine, Madrid, Spain
| | - Carmen Berasain
- Division of Hepatology and Gene Therapy, CIMA University of Navarra, Pamplona, Spain
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13
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Calder AN, Peter MQ, Tobias JW, Zaki NHM, Keeley TM, Frankel TL, Samuelson LC, Razumilava N. WNT signaling contributes to the extrahepatic bile duct proliferative response to obstruction in mice. JCI Insight 2024; 10:e181857. [PMID: 39636699 PMCID: PMC11790017 DOI: 10.1172/jci.insight.181857] [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: 04/11/2024] [Accepted: 11/26/2024] [Indexed: 12/07/2024] Open
Abstract
Biliary obstruction and cholangiocyte hyperproliferation are important features of cholangiopathies affecting the large extrahepatic bile duct (EHBD). The mechanisms underlying obstruction-induced cholangiocyte proliferation in the EHBD remain poorly understood. Developmental pathways, including WNT signaling, are implicated in regulating injury responses in many tissues, including the liver. To investigate the contribution of WNT signaling to obstruction-induced cholangiocyte proliferation in the EHBD, we used complementary in vivo and in vitro models with pharmacologic interventions and transcriptomic analyses. To model obstruction, we used bile duct ligation (BDL) in mice. Human and mouse biliary organoids and mouse biliary explants were used to investigate the effects of WNT activation and inhibition in vitro. We observed an upregulation of WNT ligand expression associated with increased biliary proliferation following obstruction. Cholangiocytes were identified as both WNT ligand-expressing and WNT-responsive cells. Inhibition of WNT signaling decreased cholangiocyte proliferation in vivo and in vitro, while activation increased proliferation. WNT effects on cholangiocyte proliferation were β-catenin dependent, and we showed a direct effect of WNT7B on cholangiocyte growth. Our studies suggested that cholangiocyte-derived WNT ligands can activate WNT signaling to induce proliferation after obstructive injury. These findings implicate the WNT pathway in injury-induced cholangiocyte proliferation within the EHBD.
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Affiliation(s)
- Ashley N. Calder
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Mirabelle Q. Peter
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - John W. Tobias
- Penn Genomics and Sequencing Core, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Timothy L. Frankel
- Department of Surgery, and
- Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Linda C. Samuelson
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Department of Molecular and Integrative Physiology
| | - Nataliya Razumilava
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
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14
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Sueca-Comes M, Rusu EC, Ashworth JC, Collier P, Probert C, Ritchie A, Meakin M, Mongan NP, Egbuniwe IU, Andersen JB, Bates DO, Grabowska AM. The role of mesenchymal cells in cholangiocarcinoma. Dis Model Mech 2024; 17:dmm050716. [PMID: 39492622 DOI: 10.1242/dmm.050716] [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: 01/28/2024] [Accepted: 10/17/2024] [Indexed: 11/05/2024] Open
Abstract
The tumour microenvironment (TME) significantly influences tumour formation and progression through dynamic interactions. Cholangiocarcinoma (CCA), a highly desmoplastic tumour, lacks early diagnostic biomarkers and has limited effective treatments owing to incomplete understanding of its molecular pathogenesis. Investigating the role of the TME in CCA progression could lead to better therapies. RNA sequencing was performed on seven CCA patient-derived xenografts (PDXs) and their corresponding patient samples. Differential expression analysis was conducted, and Qiagen Ingenuity Pathway Analysis was used to predict dysregulated pathways and upstream regulators. PDX- and cell line-derived spheroids, with and without immortalised mesenchymal stem cells, were grown and analysed for morphology, growth and viability. Histological analysis confirmed biliary phenotypes. RNA sequencing indicated upregulation of extracellular matrix-receptor interaction and PI3K-AKT pathways in the presence of mesenchymal cells, with several genes linked to poor survival. Mesenchymal cells restored the activity of inhibited cancer-associated kinases. Thus, adding mesenchymal cells to CCA spheroid models restored key paracrine signalling pathways lost in PDXs, enhancing tumour growth and viability. These findings highlight the importance of including stromal components in cancer models to improve pre-clinical studies.
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Affiliation(s)
- Mireia Sueca-Comes
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Elena Cristina Rusu
- Institute of Integrative Systems Biology (I2Sysbio), University of Valencia and Consejo Superior de Investigaciones Científicas (CSIC), 46980 Valencia, Spain
| | - Jennifer C Ashworth
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
- School of Veterinary Medicine and Science, Sutton Bonington Campus, University of Nottingham, Leicestershire LE12 5RD, UK
| | - Pamela Collier
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Catherine Probert
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Alison Ritchie
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Marian Meakin
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Nigel P Mongan
- School of Veterinary Medicine and Science, Sutton Bonington Campus, University of Nottingham, Leicestershire LE12 5RD, UK
- Department of Pharmacology, Weill Cornell Medicine, New York, NY 10065, USA
| | - Isioma U Egbuniwe
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Jesper Bøje Andersen
- Biotech Research and Innovation Centre (BRIC), Department of Health and Medical Sciences, University of Copenhagen, Copenhagen DK-2200, Denmark
| | - David O Bates
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
| | - Anna M Grabowska
- Translational Medical Science, School of Medicine, Biodiscovery Institute, University of Nottingham, Nottingham NG7 2RD, UK
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15
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Zhou ZJ, Ye YH, Hu ZQ, Hou YR, Liu KX, Sun RQ, Wang PC, Luo CB, Li J, Zou JX, Zhou J, Fan J, Song CL, Zhou SL. Whole-exome sequencing reveals genomic landscape of intrahepatic cholangiocarcinoma and identifies SAV1 as a potential driver. Nat Commun 2024; 15:9960. [PMID: 39551842 PMCID: PMC11570600 DOI: 10.1038/s41467-024-54387-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 11/07/2024] [Indexed: 11/19/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is the second most common primary hepatic malignancy after hepatocellular carcinoma, with poor prognosis and limited treatment options. The genomic features of ICC in Chinese patients remain largely unknown. In this study, we perform deep whole-exome sequencing of 204 Chinese primary ICCs and characterize genomic alterations and clonal evolution, and reveal their associations with patient outcomes. We identify six mutational signatures, including Signatures A and F, which are highly similar to previously described signatures linked to aristolochic acid and aflatoxin exposures, respectively. We also identify 13 significantly mutated genes in the ICC samples, including SAV1. We find that SAV1 was mutated in 2.9% (20/672) of 672 ICC samples. SAV1 mutation is associated with lower SAV1 protein levels, higher rates of tumor recurrence, and shorter overall patient survival. Biofunctional investigations reveal a tumor-suppressor role of SAV1: its inactivation suppresses Hippo signaling, leading to YAP activation, thereby promoting tumor growth and metastasis. Collectively, our results delineate the genomic landscape of Chinese ICCs and identify SAV1 as a potential driver of ICC.
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Affiliation(s)
- Zheng-Jun Zhou
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yu-Hang Ye
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhi-Qiang Hu
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yue-Ru Hou
- Institute of Cancer Stem Cell, Dalian Medical University, Dalian, Liaoning, China
| | - Kai-Xuan Liu
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Rong-Qi Sun
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng-Cheng Wang
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chu-Bin Luo
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia Li
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ji-Xue Zou
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Cheng-Li Song
- Institute of Cancer Stem Cell, Dalian Medical University, Dalian, Liaoning, China.
| | - Shao-Lai Zhou
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China.
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
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16
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Ma D, Wei P, Liu H, Hao J, Chen Z, Chu Y, Li Z, Shi W, Yuan Z, Cheng Q, Gao J, Zhu J, Li Z. Multi-omics-driven discovery of invasive patterns and treatment strategies in CA19-9 positive intrahepatic cholangiocarcinoma. J Transl Med 2024; 22:1031. [PMID: 39548460 PMCID: PMC11568536 DOI: 10.1186/s12967-024-05854-9] [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: 07/21/2024] [Accepted: 11/04/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICC) is a malignant tumor with a poor prognosis, predominantly CA19-9 positive. High CA19-9 levels correlate with increased aggressiveness and worse outcomes. This study employs multi-omics analysis to reveal molecular features and identify therapeutic targets of CA19-9 positive ICC, aiming to support individualized treatment. METHODS Data from seven clinical cohorts, two whole-exome sequencing cohorts, six RNA sequencing/microarray cohorts, one proteomic cohort, 20 single-cell RNA sequencing samples, and one spatial transcriptome sample were analyzed. Key findings were validated on tissue microarrays from 52 ICC samples. RESULTS CA19-9 positive ICC exhibited poorer OS (median 24.1 v.s. 51.5 months) and RFS (median 11.7 v.s. 28.2 months) compared to negative group (all P < 0.05). Genomic analysis revealed a higher KRAS mutation frequency in the positive group and a greater prevalence of IDH1/2 mutations in the negative group (all P < 0.05). Transcriptomic analysis indicated upregulated glycolysis pathways in CA19-9 positive ICC. Single-cell analysis identified specific glycolysis-related cell subclusters associated with poor prognosis, including Epi_SLC2A1, CAF_VEGFA, and Mph_SPP1. Higher hypoxia in the CA19-9 positive group led to metabolic reprogramming and promoted these cells' formation. These cells formed interactive communities promoting epithelial-mesenchymal transition (EMT) and angiogenesis. Drug sensitivity analysis identified six potential therapeutic drugs. CONCLUSIONS This study systematically elucidated the clinical, genomic, transcriptomic, and immune features of CA19-9 positive ICC. It reveals glycolysis-associated cellular communities and their cancer-promoting mechanisms, enhancing our understanding of ICC and laying the groundwork for individualized therapeutic strategies.
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Affiliation(s)
- Delin Ma
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Pengcheng Wei
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Hengkang Liu
- Peking University-Yunnan Baiyao International Medical Research Center, Beijing, 100191, China
| | - Jialing Hao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Zhuomiaoyu Chen
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Yingming Chu
- Peking University First Hospital, Beijing, 100191, China
| | - Zuyin Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Wenzai Shi
- Department of Hepatobiliary Surgery, Peking University International Hospital, Life Park Road No.1 Life Science Park of Zhong Guancun, Chang Ping District, Beijing, 102206, China
| | - Zhigao Yuan
- Department of General Surgery, Civil Aviation General Hospital, Beijing, 100123, China
| | - Qian Cheng
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jie Gao
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China
| | - Jiye Zhu
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
| | - Zhao Li
- Department of Hepatobiliary Surgery, Peking University People's Hospital, Beijing, China.
- Beijing Key Laboratory of HCC and Liver Cirrhosis, Peking University People's Hospital, Beijing, China.
- Peking University Center of Liver Cancer Diagnosis and Treatment, Peking University People's Hospital, Beijing, China.
- Peking University Institute of Organ Transplantation, Peking University People's Hospital, Beijing, China.
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17
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Ye YH, Xin HY, Li JL, Li N, Pan SY, Chen L, Pan JY, Hu ZQ, Wang PC, Luo CB, Sun RQ, Fan J, Zhou J, Zhou ZJ, Zhou SL. Development and validation of a stromal-immune signature to predict prognosis in intrahepatic cholangiocarcinoma. Clin Mol Hepatol 2024; 30:914-928. [PMID: 39103994 PMCID: PMC11540385 DOI: 10.3350/cmh.2024.0296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 08/03/2024] [Accepted: 08/05/2024] [Indexed: 08/07/2024] Open
Abstract
BACKGROUNDS/AIMS Intrahepatic cholangiocarcinoma (ICC) is a highly desmoplastic tumor with poor prognosis even after curative resection. We investigated the associations between the composition of the ICC stroma and immune cell infiltration and aimed to develop a stromal-immune signature to predict prognosis in surgically treated ICC. METHODS We recruited 359 ICC patients and performed immunohistochemistry to detect α-smooth muscle actin (α-SMA), CD3, CD4, CD8, Foxp3, CD68, and CD66b. Aniline was used to stain collagen deposition. Survival analyses were performed to detect prognostic values of these markers. Recursive partitioning for a discrete-time survival tree was applied to define a stromal-immune signature with distinct prognostic value. We delineated an integrated stromal-immune signature based on immune cell subpopulations and stromal composition to distinguish subgroups with different recurrence-free survival (RFS) and overall survival (OS) time. RESULTS We defined four major patterns of ICC stroma composition according to the distributions of α-SMA and collagen: dormant (α-SMAlow/collagenhigh), fibrogenic (α-SMAhigh/collagenhigh), inert (α-SMAlow/collagenlow), and fibrolytic (α-SMAhigh/collagenlow). The stroma types were characterized by distinct patterns of infiltration by immune cells. We divided patients into six classes. Class I, characterized by high CD8 expression and dormant stroma, displayed the longest RFS and OS, whereas Class VI, characterized by low CD8 expression and high CD66b expression, displayed the shortest RFS and OS. The integrated stromal-immune signature was consolidated in a validation cohort. CONCLUSION We developed and validated a stromal-immune signature to predict prognosis in surgically treated ICC. These findings provide new insights into the stromal-immune response to ICC.
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Affiliation(s)
- Yu-Hang Ye
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hao-Yang Xin
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia-Li Li
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ning Li
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Si-Yuan Pan
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Long Chen
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jing-Yue Pan
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhi-Qiang Hu
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Peng-Cheng Wang
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chu-Bin Luo
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Rong-Qi Sun
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zheng-Jun Zhou
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shao-Lai Zhou
- Department of Liver Surgery and Transplantation, Zhongshan Hospital, Fudan University, Shanghai, China
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
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Qiu X, Zhou T, Li S, Wu J, Tang J, Ma G, Yang S, Hu J, Wang K, Shen S, Wang H, Chen L. Spatial single-cell protein landscape reveals vimentin high macrophages as immune-suppressive in the microenvironment of hepatocellular carcinoma. NATURE CANCER 2024; 5:1557-1578. [PMID: 39327501 DOI: 10.1038/s43018-024-00824-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 08/09/2024] [Indexed: 09/28/2024]
Abstract
Tumor microenvironment heterogeneity in hepatocellular carcinoma (HCC) on a spatial single-cell resolution is unclear. Here, we conducted co-detection by indexing to profile the spatial heterogeneity of 401 HCC samples with 36 biomarkers. By parsing the spatial tumor ecosystem of liver cancer, we identified spatial patterns with distinct prognosis and genomic and molecular features, and unveiled the progressive role of vimentin (VIM)high macrophages. Integration analysis with eight independent cohorts demonstrated that the spatial co-occurrence of VIMhigh macrophages and regulatory T cells promotes tumor progression and favors immunotherapy. Functional studies further demonstrated that VIMhigh macrophages enhance the immune-suppressive activity of regulatory T cells by mechanistically increasing the secretion of interleukin-1β. Our data provide deep insights into the heterogeneity of tumor microenvironment architecture and unveil the critical role of VIMhigh macrophages during HCC progression, which holds potential for personalized cancer prevention and drug discovery and reinforces the need to resolve spatial-informed features for cancer treatment.
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Affiliation(s)
- Xinyao Qiu
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Liver Cancer, Shanghai, China
| | - Tao Zhou
- National Center for Liver Cancer, Shanghai, China
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Shuai Li
- Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China
| | - Jianmin Wu
- Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China
| | - Jing Tang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Guosheng Ma
- Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China
| | - Shuai Yang
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ji Hu
- National Center for Liver Cancer, Shanghai, China
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Kaiting Wang
- Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China
| | - Siyun Shen
- National Center for Liver Cancer, Shanghai, China
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Hongyang Wang
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China.
- Institute of Metabolism and Integrative Biology, Fudan University, Shanghai, China.
- Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer, Ministry of Education, Shanghai, China.
- Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China.
| | - Lei Chen
- Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
- National Center for Liver Cancer, Shanghai, China.
- The International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China.
- Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer, Ministry of Education, Shanghai, China.
- Shanghai Key Laboratory of Hepatobiliary Tumor Biology (EHBH), Shanghai, China.
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Liang Y, Bu Q, You W, Zhang R, Xu Z, Gan X, Zhou J, Qiao L, Huang T, Lu L. Single-cell analysis reveals hypoxia-induced immunosuppressive microenvironment in intrahepatic cholangiocarcinoma. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167276. [PMID: 38844114 DOI: 10.1016/j.bbadis.2024.167276] [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: 01/17/2024] [Revised: 05/25/2024] [Accepted: 05/27/2024] [Indexed: 06/11/2024]
Abstract
The role of hypoxia in the tumor microenvironment of intrahepatic cholangiocarcinoma (iCCA) remains unclear. Here, we generated a comprehensive atlas of the entire tumor microenvironment and delineated the multifaceted cell-cell interactions to decipher hypoxia-induced pro-tumor immune suppression. We discovered hypoxia is significantly associated with iCCA progression via the activation of HIF1A expression. Moreover, hypoxia-dependent PPARγ-mediated fatty acid oxidation in APOE+ TAMs promoted M2 macrophage polarization by activating the HIF1A-PPARG-CD36 axis. These polarized APOE+ TAMs recruited Treg cell infiltration via the CCL3-CCR5 pair to form an immunosuppressive microenvironment. APOE+ TAMs tended to co-localize spatially with Treg cells in the malignant tissue based on spatial transcriptome data and immunofluorescence analysis results. We identified tumor-reactive CXCL13+ CD8-PreTex with specific high expression of ENTPD1 and ITGAE, which acted as precursors of CD8-Tex and had higher cytotoxicity, lower exhaustion, and more vigorous proliferation. Consequently, CXCL13+ CD8-PreTex functioned as a positive regulator of antitumor immunity by expressing the pro-inflammatory cytokines IFNG and TNF, associated with a better survival outcome. Our study reveals the mechanisms involved in hypoxia-induced immunosuppression and suggests that targeting precursor-exhausted CXCL13+CD8+ T cells might provide a pratical immunotherapeutic approach.
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Affiliation(s)
- Yuan Liang
- School of Biological Science & Medical Engineering, Southeast University, Nanjing, China; Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Qingfa Bu
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Wenhua You
- School of Chemistry and Chemical Engineering, Southeast University, Nanjing 211189, China
| | - Rui Zhang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Zibo Xu
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Xiaojie Gan
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Jinren Zhou
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Lei Qiao
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Tianning Huang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
| | - Ling Lu
- School of Biological Science & Medical Engineering, Southeast University, Nanjing, China; Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, NHC Key Laboratory of Liver Transplantation, Research Unit of Liver Transplantation and Transplant Immunology, Chinese Academy of Medical Sciences, Nanjing, China; Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China; Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.
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20
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Kehmann L, Jördens M, Loosen SH, Luedde T, Roderburg C, Leyh C. Evolving therapeutic landscape of advanced biliary tract cancer: from chemotherapy to molecular targets. ESMO Open 2024; 9:103706. [PMID: 39366294 PMCID: PMC11489061 DOI: 10.1016/j.esmoop.2024.103706] [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: 03/26/2024] [Revised: 08/07/2024] [Accepted: 08/12/2024] [Indexed: 10/06/2024] Open
Abstract
Biliary tract cancer, the second most common type of liver cancer, remains a therapeutic challenge due to its late diagnosis and poor prognosis. In recent years, it has become evident that classical chemotherapy might not be the optimal treatment for patients with biliary tract cancer, especially after failure of first-line therapy. Finding new treatment options and strategies to improve the survival of these patients is therefore crucial. With the rise and increasing availability of genetic testing in patients with tumor, novel treatment approaches targeting specific genetic alterations have recently been proposed and have demonstrated their safety and efficacy in numerous clinical trials. In this review, we will first consider chemotherapy options and the new possibility of combining chemotherapy with immune checkpoint inhibitors in first-line treatment. We will then provide an overview of genomic alterations and their potential for targeted therapy especially in second-line therapy. In addition to the most common alterations such as isocitrate dehydrogenase 1 or 2 (IDH1/2) mutations, fibroblast growth factor receptor 2 (FGFR2) fusions, and alterations, we will also discuss less frequently encountered alterations such as BRAF V600E mutation and neurotrophic tyrosine kinase receptor gene (NTRK) fusion. We highlight the importance of molecular profiling in guiding therapeutic decisions and emphasize the need for continued research to optimize and expand targeted treatment strategies for this aggressive malignancy.
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Affiliation(s)
- L Kehmann
- Department of Hepatology and Gastroenterology, Campus Virchow Klinikum, Charité University Medicine Berlin, Berlin, Germany; Servier Deutschland GmbH, München, Germany
| | - M Jördens
- Clinic of Gastroenterology, Hepatology & Infectious Diseases, Medical Faculty and University Hospital of Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - S H Loosen
- Clinic of Gastroenterology, Hepatology & Infectious Diseases, Medical Faculty and University Hospital of Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - T Luedde
- Clinic of Gastroenterology, Hepatology & Infectious Diseases, Medical Faculty and University Hospital of Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - C Roderburg
- Clinic of Gastroenterology, Hepatology & Infectious Diseases, Medical Faculty and University Hospital of Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany
| | - C Leyh
- Clinic of Gastroenterology, Hepatology & Infectious Diseases, Medical Faculty and University Hospital of Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany; Center for Integrated Oncology Aachen Bonn Cologne Düsseldorf (CIO ABCD), Düsseldorf, Germany.
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21
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Park Y, Hu S, Kim M, Oertel M, Singhi A, Monga SP, Liu S, Ko S. Context-Dependent Distinct Roles of SOX9 in Combined Hepatocellular Carcinoma-Cholangiocarcinoma. Cells 2024; 13:1451. [PMID: 39273023 PMCID: PMC11394107 DOI: 10.3390/cells13171451] [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: 06/21/2024] [Revised: 08/23/2024] [Accepted: 08/27/2024] [Indexed: 09/15/2024] Open
Abstract
Combined hepatocellular carcinoma-cholangiocarcinoma (cHCC-CCA) is a challenging primary liver cancer subtype with limited treatment options and a devastating prognosis. Recent studies have underscored the context-dependent roles of SOX9 in liver cancer formation in a preventive manner. Here, we revealed that liver-specific developmental Sox9 elimination using Alb-Cre;Sox9(flox/flox) (LKO) and CRISPR/Cas9-based tumor-specific acute Sox9 elimination (CKO) in SB-HDTVI-based Akt-YAP1 (AY) and Akt-NRAS (AN) cHCC-CCA models showed contrasting responses. LKO abrogates the AY CCA region while stimulating poorly differentiated HCC proliferation, whereas CKO prevents AY and AN cHCC-CCA development irrespective of tumor cell fate. Additionally, AN, but not AY, tumor formation partially depends on the Sox9-Dnmt1 cascade. SOX9 is dispensable for AY-mediated, HC-derived, LPC-like immature CCA formation but is required for their maintenance and transformation into mature CCA. Therapeutic Sox9 elimination using the OPN-CreERT2 strain combined with inducible Sox9 iKO specifically reduces AY but not AN cHCC-CCA tumors. This necessitates the careful consideration of genetic liver cancer studies using developmental Cre and somatic mutants, particularly for genes involved in liver development. Our findings suggest that SOX9 elimination may hold promise as a therapeutic approach for a subset of cHCC-CCA and highlight the need for further investigation to translate these preclinical insights into personalized clinical applications.
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Affiliation(s)
- Yoojeong Park
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
| | - Shikai Hu
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- School of Medicine, Tsinghua University, Beijing 100084, China
| | - Minwook Kim
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
| | - Michael Oertel
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
| | - Aatur Singhi
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
- Division of Anatomic Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Satdarshan P. Monga
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
- Division of Gastroenterology, Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Silvia Liu
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
| | - Sungjin Ko
- Division of Experimental Pathology, Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA; (Y.P.); (S.H.); (M.K.); (M.O.); (S.P.M.); (S.L.)
- Pittsburgh Liver Research Center, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA;
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22
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Porreca V, Barbagallo C, Corbella E, Peres M, Stella M, Mignogna G, Maras B, Ragusa M, Mancone C. Unveil Intrahepatic Cholangiocarcinoma Heterogeneity through the Lens of Omics and Multi-Omics Approaches. Cancers (Basel) 2024; 16:2889. [PMID: 39199659 PMCID: PMC11352949 DOI: 10.3390/cancers16162889] [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: 07/24/2024] [Revised: 08/12/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is recognized worldwide as the second leading cause of morbidity and mortality among primary liver cancers, showing a continuously increasing incidence rate in recent years. iCCA aggressiveness is revealed through its rapid and silent intrahepatic expansion and spread through the lymphatic system leading to late diagnosis and poor prognoses. Multi-omics studies have aggregated information derived from single-omics data, providing a more comprehensive understanding of the phenomena being studied. These approaches are gradually becoming powerful tools for investigating the intricate pathobiology of iCCA, facilitating the correlation between molecular signature and phenotypic manifestation. Consequently, preliminary stratifications of iCCA patients have been proposed according to their "omics" features opening the possibility of identifying potential biomarkers for early diagnosis and developing new therapies based on personalized medicine (PM). The focus of this review is to provide new and advanced insight into the molecular pathobiology of the iCCA, starting from single- to the latest multi-omics approaches, paving the way for translating new basic research into therapeutic practices.
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Affiliation(s)
- Veronica Porreca
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Cristina Barbagallo
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Eleonora Corbella
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Marco Peres
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
| | - Michele Stella
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Giuseppina Mignogna
- Department of Biochemistry Science, Sapienza University of Rome, 00185 Rome, Italy; (G.M.); (B.M.)
| | - Bruno Maras
- Department of Biochemistry Science, Sapienza University of Rome, 00185 Rome, Italy; (G.M.); (B.M.)
| | - Marco Ragusa
- Section of Biology and Genetics, Department of Biomedical and Biotechnological Sciences, University of Catania, 95123 Catania, Italy; (C.B.); (M.S.); (M.R.)
| | - Carmine Mancone
- Department of Molecular Medicine, Sapienza University of Rome, 00161 Rome, Italy; (E.C.); (M.P.)
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Wang J, Liu S, Cao Y, Chen Y. Overcoming treatment resistance in cholangiocarcinoma: current strategies, challenges, and prospects. Front Cell Dev Biol 2024; 12:1408852. [PMID: 39156971 PMCID: PMC11327014 DOI: 10.3389/fcell.2024.1408852] [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: 03/28/2024] [Accepted: 06/26/2024] [Indexed: 08/20/2024] Open
Abstract
Significant advancements in our understanding and clinical treatment of cholangiocarcinoma (CCA) have been achieved over the past 5 years. Groundbreaking studies have illuminated the immune landscape and pathological characteristics of the tumor microenvironment in CCA. The development of immune- and metabolism-based classification systems has enabled a nuanced exploration of the tumor microenvironment and the origins of CCA, facilitating a detailed understanding of tumor progression modulation. Despite these insights, targeted therapies have not yet yielded satisfactory clinical results, highlighting the urgent need for innovative therapeutic strategies. This review delineates the complexity and heterogeneity of CCA, examines the current landscape of therapeutic strategies and clinical trials, and delves into the resistance mechanisms underlying targeted therapies. Finally, from a single-cell and spatial transcriptomic perspective, we address the challenge of therapy resistance, discussing emerging mechanisms and potential strategies to overcome this barrier and enhance treatment efficacy.
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Affiliation(s)
- Jiayi Wang
- International Medical College, Chongqing Medical University, Chongqing, China
| | - Siyan Liu
- International Medical College, Chongqing Medical University, Chongqing, China
| | - Yi Cao
- Second Clinical College, Chongqing Medical University, Chongqing, China
| | - Yong Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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24
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Alaimo L, Boggio S, Catalano G, Calderone G, Poletto E, De Bellis M, Campagnaro T, Pedrazzani C, Conci S, Ruzzenente A. Multi-Omics Classification of Intrahepatic Cholangiocarcinoma: A Systematic Review and Meta-Analysis. Cancers (Basel) 2024; 16:2596. [PMID: 39061233 PMCID: PMC11275091 DOI: 10.3390/cancers16142596] [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: 06/01/2024] [Revised: 07/04/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (ICC) is a heterogeneous disease characterized by a dismal prognosis. Various attempts have been made to classify ICC subtypes with varying prognoses, but a consensus has yet to be reached. This systematic review aims to gather relevant data on the multi-omics-based ICC classification. The PubMed, Embase, and Cochrane databases were searched for terms related to ICC and multi-omics analysis. Studies that identified multi-omics-derived ICC subtypes and investigated clinicopathological predictors of long-term outcomes were included. Nine studies, which included 910 patients, were considered eligible. Mean 3- and 5-year overall survival were 25.7% and 19.6%, respectively, for the multi-omics subtypes related to poor prognosis, while they were 70.2% and 63.3%, respectively, for the subtypes linked to a better prognosis. Several negative prognostic factors were identified, such as genes' expression profile promoting inflammation, mutations in the KRAS gene, advanced tumor stage, and elevated levels of oncological markers. The subtype with worse clinicopathological characteristics was associated with worse survival (Ref.: good prognosis subtype; pooled hazard ratio 2.06, 95%CI 1.67-2.53). Several attempts have been made to classify molecular ICC subtypes, but they have yielded heterogeneous results and need a clear clinical definition. More efforts are required to build a comprehensive classification system that includes both molecular and clinical characteristics before implementation in clinical practice to facilitate decision-making and select patients who may benefit the most from comprehensive molecular profiling in the disease's earlier stages.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Andrea Ruzzenente
- Department of Surgery, Dentistry, Gynecology, and Pediatrics, Division of General and Hepato-Biliary Surgery, University of Verona, University Hospital G.B. Rossi, 37134 Verona, Italy; (L.A.)
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Ahmadi Asouri S, Aghadavood E, Mirzaei H, Abaspour A, Esmaeil Shahaboddin M. PIWI-interacting RNAs (PiRNAs) as emerging biomarkers and therapeutic targets in biliary tract cancers: A comprehensive review. Heliyon 2024; 10:e33767. [PMID: 39040379 PMCID: PMC11261894 DOI: 10.1016/j.heliyon.2024.e33767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 06/09/2024] [Accepted: 06/26/2024] [Indexed: 07/24/2024] Open
Abstract
Cancers affecting the biliary tract, such as gallbladder cancer and cholangiocarcinoma, make up a small percentage of adult gastrointestinal malignancies, but their incidence is on the rise. Due to the lack of dependable molecular biomarkers for diagnosis and prognosis, these cancers are often not detected until later stages and have limited treatment options. Piwi-interacting RNAs (piRNAs) are a type of small noncoding RNA that interacts with Piwi proteins and has been linked to various diseases, especially cancer. Manipulation of piRNA expression has the potential to serve as an important biomarker and target for therapy. This review uncovers the relationship between PIWI-interacting RNA (piRNA) and a variety of gastrointestinal cancers, including biliary tract cancer (BTC). It is evident that piRNAs have the ability to impact gene expression and regulate key genes and pathways related to the advancement of digestive cancers. Abnormal expression of piRNAs plays a significant role in the development and progression of digestive-related malignancies. The potential of piRNAs as potential biomarkers for diagnosis and prognosis, as well as therapeutic targets in BTC, is noteworthy. Nevertheless, there are obstacles and limitations that require further exploration to fully comprehend piRNAs' role in BTC and to devise effective diagnostic and therapeutic approaches using piRNAs. In summary, this review underscores the value of piRNAs as valuable biomarkers and promising targets for treating BTC, as we delve into the association between piRNAs and various gastrointestinal cancers, including BTC, and how piRNAs can impact gene expression and control essential pathways for digestive cancer advancement. The present research consists of a thorough evaluation presented in a storytelling style. The databases utilized to locate original sources were PubMed, MEDLINE, and Google Scholar, and the search was conducted using the designated keywords.
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Affiliation(s)
- Sahar Ahmadi Asouri
- Department of Clinical Biochemistry, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Esmat Aghadavood
- Department of Clinical Biochemistry, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
| | - Hamed Mirzaei
- Institute for Basic Sciences, Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, Iran
| | - Alireza Abaspour
- Department of Pathobiology and Laboratory Sciences, School of Medicine, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Mohammad Esmaeil Shahaboddin
- Department of Clinical Biochemistry, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran
- Institute for Basic Sciences, Research Center for Biochemistry and Nutrition in Metabolic Diseases, Kashan University of Medical Sciences, Kashan, Iran
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26
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Esmail A, Badheeb M, Alnahar BW, Almiqlash B, Sakr Y, Al-Najjar E, Awas A, Alsayed M, Khasawneh B, Alkhulaifawi M, Alsaleh A, Abudayyeh A, Rayyan Y, Abdelrahim M. The Recent Trends of Systemic Treatments and Locoregional Therapies for Cholangiocarcinoma. Pharmaceuticals (Basel) 2024; 17:910. [PMID: 39065760 PMCID: PMC11279608 DOI: 10.3390/ph17070910] [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: 05/14/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024] Open
Abstract
Cholangiocarcinoma (CCA) is a hepatic malignancy that has a rapidly increasing incidence. CCA is anatomically classified into intrahepatic (iCCA) and extrahepatic (eCCA), which is further divided into perihilar (pCCA) and distal (dCCA) subtypes, with higher incidence rates in Asia. Despite its rarity, CCA has a low 5-year survival rate and remains the leading cause of primary liver tumor-related death over the past 10-20 years. The systemic therapy section discusses gemcitabine-based regimens as primary treatments, along with oxaliplatin-based options. Second-line therapy is limited but may include short-term infusional fluorouracil (FU) plus leucovorin (LV) and oxaliplatin. The adjuvant therapy section discusses approaches to improve overall survival (OS) post-surgery. However, only a minority of CCA patients qualify for surgical resection. In comparison to adjuvant therapies, neoadjuvant therapy for unresectable cases shows promise. Gemcitabine and cisplatin indicate potential benefits for patients awaiting liver transplantation. The addition of immunotherapies to chemotherapy in combination is discussed. Nivolumab and innovative approaches like CAR-T cells, TRBAs, and oncolytic viruses are explored. We aim in this review to provide a comprehensive report on the systemic and locoregional therapies for CCA.
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Affiliation(s)
- Abdullah Esmail
- Section of GI Oncology, Houston Methodist Neal Cancer Center, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Mohamed Badheeb
- Department of Internal Medicine, Yale New Haven Health, Bridgeport Hospital, Bridgeport, CT 06610, USA
| | | | - Bushray Almiqlash
- Zuckerman College of Public Health, Arizona State University, Tempe, AZ 85287, USA;
| | - Yara Sakr
- Department of GI Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ebtesam Al-Najjar
- Section of GI Oncology, Houston Methodist Neal Cancer Center, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Ali Awas
- Faculty of Medicine and Health Sciences, University of Science and Technology, Sanaa P.O. Box 15201-13064, Yemen
| | | | - Bayan Khasawneh
- Section of GI Oncology, Houston Methodist Neal Cancer Center, Houston Methodist Hospital, Houston, TX 77030, USA
| | | | - Amneh Alsaleh
- Department of Medicine, Desert Regional Medical Center, Palm Springs, CA 92262, USA
| | - Ala Abudayyeh
- Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yaser Rayyan
- Department of Gastroenterology & Hepatology, Faculty of Medicine, The University of Jordan, Amman 11942, Jordan
| | - Maen Abdelrahim
- Section of GI Oncology, Houston Methodist Neal Cancer Center, Houston Methodist Hospital, Houston, TX 77030, USA
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27
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Du X, Qi Z, Jiao Y, Wu W, Huang Q, Sun X, Hu S. HK2 promotes migration and invasion of intrahepatic cholangiocarcinoma via enhancing cancer stem-like cells' resistance to anoikis. Cell Signal 2024; 118:111126. [PMID: 38453126 DOI: 10.1016/j.cellsig.2024.111126] [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: 10/31/2023] [Revised: 02/16/2024] [Accepted: 02/29/2024] [Indexed: 03/09/2024]
Abstract
Cancer stem-like cells (CSLCs) and anoikis resistance play crucial roles in the metastasis of cancers. However, it remains unclear whether CSLCs are related to anoikis resistance in intrahepatic cholangiocarcinoma (ICC). Here we identified a group of stemness-related anoikis genes (SRAGs) via bioinformatic analysis of public data. Accordingly, a novel anoikis-related classification was established and it divided ICC into C1 and C2 type. Different type ICC displayed distinct prognosis, molecular as well immune characteristics. Furthermore, we found one key SRAGs via several machine learning algorithms. HK2 was up-regulated in tumor-repopulating cells (TRCs) of ICC, a kind of CSLCs with a potent resistance to anoikis. Its up-regulation may be caused by the activation of MTORC1 signaling in ICC-TRCs. And inhibition of HK2 significantly increased anoikis and decreased migration as well invasion in ICC-TRCs. Our studies provide an insight into the molecular mechanism underlying the resistance of ICC-TRCs to anoikis and enhance the evidences for targeting HK2 in ICC.
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Affiliation(s)
- Xiaojing Du
- Endoscopy Center, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zhuoran Qi
- Department of Gastroenterology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
| | - Yunjia Jiao
- Clinical Laboratory, Minhang Hospital, Fudan University, No. 170, Xinsong Road, Shanghai 201199, China
| | - Wenzhi Wu
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Qingke Huang
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xuecheng Sun
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Sunkuan Hu
- Department of Gastroenterology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China..
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28
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Yasumizu Y, Hagiwara M, Umezu Y, Fuji H, Iwaisako K, Asagiri M, Uemoto S, Nakamura Y, Thul S, Ueyama A, Yokoi K, Tanemura A, Nose Y, Saito T, Wada H, Kakuda M, Kohara M, Nojima S, Morii E, Doki Y, Sakaguchi S, Ohkura N. Neural-net-based cell deconvolution from DNA methylation reveals tumor microenvironment associated with cancer prognosis. NAR Cancer 2024; 6:zcae022. [PMID: 38751935 PMCID: PMC11094754 DOI: 10.1093/narcan/zcae022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 04/18/2024] [Accepted: 05/01/2024] [Indexed: 05/18/2024] Open
Abstract
DNA methylation is a pivotal epigenetic modification that defines cellular identity. While cell deconvolution utilizing this information is considered useful for clinical practice, current methods for deconvolution are limited in their accuracy and resolution. In this study, we collected DNA methylation data from 945 human samples derived from various tissues and tumor-infiltrating immune cells and trained a neural network model with them. The model, termed MEnet, predicted abundance of cell population together with the detailed immune cell status from bulk DNA methylation data, and showed consistency to those of flow cytometry and histochemistry. MEnet was superior to the existing methods in the accuracy, speed, and detectable cell diversity, and could be applicable for peripheral blood, tumors, cell-free DNA, and formalin-fixed paraffin-embedded sections. Furthermore, by applying MEnet to 72 intrahepatic cholangiocarcinoma samples, we identified immune cell profiles associated with cancer prognosis. We believe that cell deconvolution by MEnet has the potential for use in clinical settings.
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Affiliation(s)
- Yoshiaki Yasumizu
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives (OTRI), Osaka University, Suita, Osaka, Japan
| | - Masaki Hagiwara
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
- Department of Basic Research in Tumor Immunology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
- Pharmaceutical Research Division, Shionogi & Co., Ltd., Toyonaka, Osaka, Japan
| | - Yuto Umezu
- Faculty of Medicine, Osaka University, Suita, Osaka, Japan
| | - Hiroaki Fuji
- Department of Hepato-Biliary-Pancreatic Surgery, Hyogo Medical University, Nishinomiya, Hyogo, Japan
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Kyoto, Japan
| | - Keiko Iwaisako
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Kyoto, Japan
- Faculty of Life and Medical Sciences, Doshisha University, Kyotanabe, Kyoto, Japan
| | - Masataka Asagiri
- Department of Pharmacology, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Shinji Uemoto
- Shiga University Medical Science, Otsu, Shiga, Japan
| | - Yamami Nakamura
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
| | - Sophia Thul
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
| | - Azumi Ueyama
- Pharmaceutical Research Division, Shionogi & Co., Ltd., Toyonaka, Osaka, Japan
- Department of Clinical Research in Tumor Immunology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Kazunori Yokoi
- Department of Dermatology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Atsushi Tanemura
- Department of Dermatology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Yohei Nose
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Takuro Saito
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Hisashi Wada
- Department of Clinical Research in Tumor Immunology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Mamoru Kakuda
- Department of Obstetrics and Gynecology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Masaharu Kohara
- Department of Pathology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Satoshi Nojima
- Department of Pathology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Eiichi Morii
- Department of Pathology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Yuichiro Doki
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
| | - Shimon Sakaguchi
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
- Department of Experimental Immunology, Institute for Life and Medical Sciences, Kyoto University, Kyoto, Kyoto, Japan
| | - Naganari Ohkura
- Department of Experimental Immunology, Immunology Frontier Research Center, Osaka University, Suita, Osaka, Japan
- Department of Basic Research in Tumor Immunology, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan
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29
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Zhang J, Ji F, Tan Y, Zhao L, Zhao Y, Liu J, Shao L, Shi J, Ye M, He X, Jin J, Zhao B, Huang J, Roessler S, Zheng X, Ji J. Oncogenic Roles of Laminin Subunit Gamma-2 in Intrahepatic Cholangiocarcinoma via Promoting EGFR Translation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2309010. [PMID: 38526177 PMCID: PMC11151066 DOI: 10.1002/advs.202309010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 02/23/2024] [Indexed: 03/26/2024]
Abstract
Intrahepatic cholangiocarcinoma (iCCA) is a highly lethal biliary epithelial cancer in the liver. Here, Laminin subunit gamma-2 (LAMC2) with important oncogenic roles in iCCA is discovered. In a total of 231 cholangiocarcinoma patients (82% of iCCA patients) across four independent cohorts, LAMC2 is significantly more abundant in iCCA tumor tissue compared to normal bile duct and non-tumor liver. Among 26.3% of iCCA patients, LAMC2 gene is amplified, contributing to its over-expression. Functionally, silencing LAMC2 significantly blocks tumor formation in orthotopic iCCA mouse models. Mechanistically, it promotes EGFR protein translation via interacting with nascent unglycosylated EGFR in the endoplasmic reticulum (ER), resulting in activated EGFR signaling. LAMC2-mediated EGFR translation also depends on its interaction with the ER chaperone BiP via their C-terminus. Together LAMC2 and BiP generate a binding "pocket" of nascent EGFR and facilitate EGFR translation. Consistently, LAMC2-high iCCA patients have poor prognosis in two iCCA cohorts. LAMC2-high iCCA cells are highly sensitive to EGFR tyrosine kinase inhibitors (TKIs) treatment both in vitro and in vivo. Together, these data demonstrate LAMC2 as an oncogenic player in iCCA by promoting EGFR translation and an indicator to identify iCCA patients who may benefit from available EGFR-targeted TKIs therapies.
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Affiliation(s)
- Jianjuan Zhang
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Fubo Ji
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Yaqi Tan
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Lei Zhao
- Shandong Cancer Hospital and InstituteShandong Cancer Hospital of Shandong First Medical UniversityJinanShandong Province250117China
| | - Yongzhi Zhao
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Jiaxin Liu
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Liyuan Shao
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
| | - Jiong Shi
- Department of PathologyNanjing Drum Tower HospitalThe Affiliated Hospital of Nanjing University Medical SchoolNanjingJiangsu Province210008China
| | - Meihua Ye
- Zhejiang Provincial People's HospitalHangzhouZhejiang310014China
| | - Xianglei He
- Zhejiang Provincial People's HospitalHangzhouZhejiang310014China
| | - Jianping Jin
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Bin Zhao
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Jun Huang
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
| | - Stephanie Roessler
- Institute of PathologyUniversity Hospital Heidelberg69120HeidelbergGermany
| | - Xin Zheng
- Taoharmony Biotech L.L.C.HangzhouZhejiang310018China
| | - Junfang Ji
- The MOE Key Laboratory of Biosystems Homeostasis & ProtectionZhejiang Provincial Key Laboratory for Cancer Molecular Cell BiologyLife Sciences InstituteZhejiang UniversityHangzhouZhejiang310058China
- Center for Life SciencesShaoxing InstituteZhejiang UniversityShaoxingZhejiang321000China
- Cancer CenterZhejiang UniversityHangzhouZhejiang310058China
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30
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Plum PS, Hess T, Bertrand D, Morgenstern I, Velazquez Camacho O, Jonas C, Alidousty C, Wagner B, Roessler S, Albrecht T, Becker J, Richartz V, Holz B, Hoppe S, Poh HM, Chia BKH, Chan CX, Pathiraja T, Teo ASM, Marquardt JU, Khng A, Heise M, Fei Y, Thieme R, Klein S, Hong JH, Dima SO, Popescu I, Hoppe‐Lotichius M, Buettner R, Lautem A, Otto G, Quaas A, Nagarajan N, Rozen S, Teh BT, Goeppert B, Drebber U, Lang H, Tan P, Gockel I, Schumacher J, Hillmer AM. Integrative genomic analyses of European intrahepatic cholangiocarcinoma: Novel ROS1 fusion gene and PBX1 as prognostic marker. Clin Transl Med 2024; 14:e1723. [PMID: 38877653 PMCID: PMC11178519 DOI: 10.1002/ctm2.1723] [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: 10/30/2023] [Revised: 04/20/2024] [Accepted: 05/13/2024] [Indexed: 06/16/2024] Open
Abstract
BACKGROUND Cholangiocarcinoma (CCA) is a fatal cancer of the bile duct with a poor prognosis owing to limited therapeutic options. The incidence of intrahepatic CCA (iCCA) is increasing worldwide, and its molecular basis is emerging. Environmental factors may contribute to regional differences in the mutation spectrum of European patients with iCCA, which are underrepresented in systematic genomic and transcriptomic studies of the disease. METHODS We describe an integrated whole-exome sequencing and transcriptomic study of 37 iCCAs patients in Germany. RESULTS We observed as most frequently mutated genes ARID1A (14%), IDH1, BAP1, TP53, KRAS, and ATM in 8% of patients. We identified FGFR2::BICC1 fusions in two tumours, and FGFR2::KCTD1 and TMEM106B::ROS1 as novel fusions with potential therapeutic implications in iCCA and confirmed oncogenic properties of TMEM106B::ROS1 in vitro. Using a data integration framework, we identified PBX1 as a novel central regulatory gene in iCCA. We performed extended screening by targeted sequencing of an additional 40 CCAs. In the joint analysis, IDH1 (13%), BAP1 (10%), TP53 (9%), KRAS (7%), ARID1A (7%), NF1 (5%), and ATM (5%) were the most frequently mutated genes, and we found PBX1 to show copy gain in 20% of the tumours. According to other studies, amplifications of PBX1 tend to occur in European iCCAs in contrast to liver fluke-associated Asian iCCAs. CONCLUSIONS By analyzing an additional European cohort of iCCA patients, we found that PBX1 protein expression was a marker of poor prognosis. Overall, our findings provide insight into key molecular alterations in iCCA, reveal new targetable fusion genes, and suggest that PBX1 is a novel modulator of this disease.
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31
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Xue Y, Ruan Y, Wang Y, Xiao P, Xu J. Signaling pathways in liver cancer: pathogenesis and targeted therapy. MOLECULAR BIOMEDICINE 2024; 5:20. [PMID: 38816668 PMCID: PMC11139849 DOI: 10.1186/s43556-024-00184-0] [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: 01/04/2024] [Accepted: 04/23/2024] [Indexed: 06/01/2024] Open
Abstract
Liver cancer remains one of the most prevalent malignancies worldwide with high incidence and mortality rates. Due to its subtle onset, liver cancer is commonly diagnosed at a late stage when surgical interventions are no longer feasible. This situation highlights the critical role of systemic treatments, including targeted therapies, in bettering patient outcomes. Despite numerous studies on the mechanisms underlying liver cancer, tyrosine kinase inhibitors (TKIs) are the only widely used clinical inhibitors, represented by sorafenib, whose clinical application is greatly limited by the phenomenon of drug resistance. Here we show an in-depth discussion of the signaling pathways frequently implicated in liver cancer pathogenesis and the inhibitors targeting these pathways under investigation or already in use in the management of advanced liver cancer. We elucidate the oncogenic roles of these pathways in liver cancer especially hepatocellular carcinoma (HCC), as well as the current state of research on inhibitors respectively. Given that TKIs represent the sole class of targeted therapeutics for liver cancer employed in clinical practice, we have particularly focused on TKIs and the mechanisms of the commonly encountered phenomena of its resistance during HCC treatment. This necessitates the imperative development of innovative targeted strategies and the urgency of overcoming the existing limitations. This review endeavors to shed light on the utilization of targeted therapy in advanced liver cancer, with a vision to improve the unsatisfactory prognostic outlook for those patients.
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Affiliation(s)
- Yangtao Xue
- Key Laboratory of Laparoscopic Technology of Zhejiang Province, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
- National Engineering Research Center of Innovation and Application of Minimally Invasive Instruments, Hangzhou, 310016, China
- Zhejiang Minimal Invasive Diagnosis and Treatment Technology Research Center of Severe Hepatobiliary Disease, Zhejiang Research and Development Engineering Laboratory of Minimally Invasive Technology and Equipment, Hangzhou, 310016, China
- Zhejiang University Cancer Center, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, 311121, China
| | - Yeling Ruan
- Key Laboratory of Laparoscopic Technology of Zhejiang Province, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
- National Engineering Research Center of Innovation and Application of Minimally Invasive Instruments, Hangzhou, 310016, China
- Zhejiang Minimal Invasive Diagnosis and Treatment Technology Research Center of Severe Hepatobiliary Disease, Zhejiang Research and Development Engineering Laboratory of Minimally Invasive Technology and Equipment, Hangzhou, 310016, China
- Zhejiang University Cancer Center, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, 311121, China
| | - Yali Wang
- Key Laboratory of Laparoscopic Technology of Zhejiang Province, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
- National Engineering Research Center of Innovation and Application of Minimally Invasive Instruments, Hangzhou, 310016, China
- Zhejiang Minimal Invasive Diagnosis and Treatment Technology Research Center of Severe Hepatobiliary Disease, Zhejiang Research and Development Engineering Laboratory of Minimally Invasive Technology and Equipment, Hangzhou, 310016, China
- Zhejiang University Cancer Center, Hangzhou, 310058, China
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, 311121, China
| | - Peng Xiao
- Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China.
| | - Junjie Xu
- Key Laboratory of Laparoscopic Technology of Zhejiang Province, Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China.
- National Engineering Research Center of Innovation and Application of Minimally Invasive Instruments, Hangzhou, 310016, China.
- Zhejiang Minimal Invasive Diagnosis and Treatment Technology Research Center of Severe Hepatobiliary Disease, Zhejiang Research and Development Engineering Laboratory of Minimally Invasive Technology and Equipment, Hangzhou, 310016, China.
- Zhejiang University Cancer Center, Hangzhou, 310058, China.
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, 311121, China.
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32
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Xiong F, Wang D, Xiong W, Wang X, Huang WH, Wu GH, Liu WZ, Wang Q, Chen JS, Kuai YY, Wang B, Chen YJ. Unveiling the role of HP1α-HDAC1-STAT1 axis as a therapeutic target for HP1α-positive intrahepatic cholangiocarcinoma. J Exp Clin Cancer Res 2024; 43:152. [PMID: 38812060 PMCID: PMC11137995 DOI: 10.1186/s13046-024-03070-3] [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: 01/14/2024] [Accepted: 05/17/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Intrahepatic cholangiocarcinoma (ICCA) is a heterogeneous group of malignant tumors characterized by high recurrence rate and poor prognosis. Heterochromatin Protein 1α (HP1α) is one of the most important nonhistone chromosomal proteins involved in transcriptional silencing via heterochromatin formation and structural maintenance. The effect of HP1α on the progression of ICCA remained unclear. METHODS The effect on the proliferation of ICCA was detected by experiments in two cell lines and two ICCA mouse models. The interaction between HP1α and Histone Deacetylase 1 (HDAC1) was determined using Electrospray Ionization Mass Spectrometry (ESI-MS) and the binding mechanism was studied using immunoprecipitation assays (co-IP). The target gene was screened out by RNA sequencing (RNA-seq). The occupation of DNA binding proteins and histone modifications were predicted by bioinformatic methods and evaluated by Cleavage Under Targets and Tagmentation (CUT & Tag) and Chromatin immunoprecipitation (ChIP). RESULTS HP1α was upregulated in intrahepatic cholangiocarcinoma (ICCA) tissues and regulated the proliferation of ICCA cells by inhibiting the interferon pathway in a Signal Transducer and Activator of Transcription 1 (STAT1)-dependent manner. Mechanistically, STAT1 is transcriptionally regulated by the HP1α-HDAC1 complex directly and epigenetically via promoter binding and changes in different histone modifications, as validated by high-throughput sequencing. Broad-spectrum HDAC inhibitor (HDACi) activates the interferon pathway and inhibits the proliferation of ICCA cells by downregulating HP1α and targeting the heterodimer. Broad-spectrum HDACi plus interferon preparation regimen was found to improve the antiproliferative effects and delay ICCA development in vivo and in vitro, which took advantage of basal activation as well as direct activation of the interferon pathway. HP1α participates in mediating the cellular resistance to both agents. CONCLUSIONS HP1α-HDAC1 complex influences interferon pathway activation by directly and epigenetically regulating STAT1 in transcriptional level. The broad-spectrum HDACi plus interferon preparation regimen inhibits ICCA development, providing feasible strategies for ICCA treatment. Targeting the HP1α-HDAC1-STAT1 axis is a possible strategy for treating ICCA, especially HP1α-positive cases.
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Affiliation(s)
- Fei Xiong
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University Beijing, Beijing, 100050, China
| | - Da Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Wei Xiong
- Department of Orthopedics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
| | - Xin Wang
- Departement of Pediatric Surgery, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei, 430016, China
| | - Wen-Hua Huang
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430074, China
| | - Guan-Hua Wu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Wen-Zheng Liu
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Qi Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Jun-Sheng Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Yi-Yang Kuai
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China
| | - Bing Wang
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China.
| | - Yong-Jun Chen
- Department of Biliary‑Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No.1095 Jiefang Road, Wuhan, Hubei, 430074, China.
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Park Y, Hu S, Kim M, Oertel M, Singhi A, Monga SP, Liu S, Ko S. Therapeutic potential of SOX9 dysruption in Combined Hepatocellular Carcinoma-Cholangiocarcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.22.595319. [PMID: 38826352 PMCID: PMC11142171 DOI: 10.1101/2024.05.22.595319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Combined hepatocellular carcinoma-cholangiocarcinoma (cHCC-CCA) represents a challenging subtype of primary liver cancer with limited treatment options and a poor prognosis. Recently, we and others have highlighted the context-dependent roles of the biliary-specific transcription factor SOX9 in the pathogenesis of liver cancers using various Cre applications in Sox9 (flox/flox) strains, to achieve elimination for exon 2 and 3 of the Sox9 gene locus as a preventive manner. Here, we reveal the contrasting responses of developmental Sox9 elimination using Alb-Cre;Sox9 (flox/flox) ( Sox9 LKO) versus CRISPR/Cas9 -based tumor specific acute Sox9 CKO in SB-HDTVI-based Akt-YAP1 and Akt-NRAS cHCC-CCA formation. Sox9 LKO specifically abrogates the Akt-YAP1 CCA region while robustly stimulating the proliferation of remaining poorly differentiated HCC pertaining liver progenitor cell characteristics, whereas Sox9 CKO potently prevents Akt-YAP1 and Akt-NRAS cHCC-CCA development irrespective of fate of tumor cells compared to respective controls. Additionally, we find that Akt-NRAS , but not Akt-YAP1 , tumor formation is partially dependent on the Sox9-Dnmt1 cascade. Pathologically, SOX9 is indispensable for Akt-YAP1 -mediated HC-to-BEC/CCA reprogramming but required for the maintenance of CCA nodules. Lastly, therapeutic elimination of Sox9 using the OPN-CreERT2 strain combined with an inducible CRISPR/Cas9 -based Sox9 iKO significantly reduces Akt-YAP1 cHCC-CCA tumor burden, similar to Sox9 CKO. Thus, we contrast the outcomes of acute Sox9 deletion with developmental Sox9 knockout models, emphasizing the importance of considering adaptation mechanisms in therapeutic strategies. This necessitates the careful consideration of genetic liver cancer studies using developmental Cre and somatic mutant lines, particularly for genes involved in hepatic commitment during development. Our findings suggest that SOX9 elimination may hold promise as a therapeutic approach for cHCC-CCA and underscore the need for further investigation to translate these preclinical insights into clinical applications.
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Zhou J, Li J, Fan Z, Lv G, Wang G. Clinical outcomes of immune checkpoint inhibitor combined with other targeted or immunological therapy regimens for the treatment of advanced bile tract cancer: a systematic review and meta-analysis. Front Immunol 2024; 15:1378760. [PMID: 38840927 PMCID: PMC11150610 DOI: 10.3389/fimmu.2024.1378760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/15/2024] [Indexed: 06/07/2024] Open
Abstract
Background and aims A single immune checkpoint inhibitor (ICI) regimen has limited value in treating advanced bile tract cancer (BTC); therefore, ICI combination therapy is often applied. This meta-analysis aimed to evaluate the effectiveness and safety of ICI combination therapy for advanced BTC. Methods The study protocol was registered on PROSPERO (CRD42023452422). Data on the median progression-free survival (PFS), median overall survival (OS), objective response rate (ORR), disease control rate (DCR), and grade ≥3 adverse events (AEs) reported in relevant studies were pooled and analyzed to determine the efficacy and safety of ICI combination therapy. Results In total, 15 studies with 665 patients were included in this meta-analysis. The overall ORR and DCR were 34.6% and 77.6%, respectively. The overall median PFS and OS were 6.06 months [95% confidence interval (CI): 4.91-7.21] and 12.11 months (95% CI: 10.66-13.55), respectively. Patients receiving ICI combination therapy in addition to other therapies had a considerably prolonged median PFS and OS (z=9.69, p<0.001 and z=16.17, p<0.001). Patients treated as first-line treatment had a substantially longer median PFS and OS compared to patients treated as non-first-line treatment (z=11.19, p<0.001 and z=49.17, p<0.001). The overall pooled grade ≥3 AEs rate was 38.2% (95% CI: 0.268-0.497) and was not influenced by whether ICI therapy was combined with other treatments or not or the treatment line. Conclusion Advanced BTC patients may benefit from ICI combination treatment without additional AEs. However, concurrent chemotherapy or radiotherapy is still needed to achieve better outcomes. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42023452422.
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Affiliation(s)
- Jianpeng Zhou
- Department of Hepatobiliary and Pancreatic Surgery I, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Jia Li
- Department of Hematology, The First Hospital of Jilin University, Changchun, China
| | - Zhongqi Fan
- Department of Hepatobiliary and Pancreatic Surgery I, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Guoyue Lv
- Department of Hepatobiliary and Pancreatic Surgery I, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Guangyi Wang
- Department of Hepatobiliary and Pancreatic Surgery I, General Surgery Center, The First Hospital of Jilin University, Changchun, China
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Toth R, Brindley PJ, Vaquero J. Enhancing the opportunities for cholangiocarcinoma precision therapy. Gut 2024; 73:888-889. [PMID: 38228376 DOI: 10.1136/gutjnl-2023-331480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 01/04/2024] [Indexed: 01/18/2024]
Affiliation(s)
- Reka Toth
- Multi-omics Data Science Group and Bioinformatics Platform, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Paul J Brindley
- Department of Microbiology, Immunology & Tropical Medicine, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA
| | - Javier Vaquero
- Hepatobiliary Tumors Lab, Centro de Investigación del Cáncer and Instituto de Biología Molecular y Celular del Cáncer, CSIC-Universidad de Salamanca, Salamanca, Castilla y León, Spain
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Lee SH, Song SY. Recent Advancement in Diagnosis of Biliary Tract Cancer through Pathological and Molecular Classifications. Cancers (Basel) 2024; 16:1761. [PMID: 38730713 PMCID: PMC11083053 DOI: 10.3390/cancers16091761] [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: 02/23/2024] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/13/2024] Open
Abstract
Biliary tract cancers (BTCs), including intrahepatic, perihilar, and distal cholangiocarcinomas, as well as gallbladder cancer, are a diverse group of cancers that exhibit unique molecular characteristics in each of their anatomic and pathological subtypes. The pathological classification of BTCs compromises distinct growth patterns, including mass forming, periductal infiltrating, and intraductal growing types, which can be identified through gross examination. The small-duct and large-duct types of intrahepatic cholangiocarcinoma have been recently introduced into the WHO classification. The presentation of typical clinical symptoms, as well as the extensive utilization of radiological, endoscopic, and molecular diagnostic methods, is thoroughly detailed in the description. To overcome the limitations of traditional tissue acquisition methods, new diagnostic modalities are being explored. The treatment landscape is also rapidly evolving owing to the emergence of distinct subgroups with unique molecular alterations and corresponding targeted therapies. Furthermore, we emphasize the crucial aspects of diagnosing BTC in practical clinical settings.
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Affiliation(s)
- Sang-Hoon Lee
- Department of Internal Medicine, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Republic of Korea;
| | - Si Young Song
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03772, Republic of Korea
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Taheri N, Graham RP. How Molecular Discoveries Have Changed Liver Tumor Pathology: A Brief Review. Arch Pathol Lab Med 2024; 148:e96-e102. [PMID: 37639429 DOI: 10.5858/arpa.2023-0099-ra] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 08/31/2023]
Abstract
CONTEXT Recent molecular discoveries have led to improved understanding of tumor biology and the development of new diagnostic assays. OBJECTIVE To review primarily 3 examples of liver tumors and to briefly illustrate how recent molecular discoveries have altered clinical liver pathology practice. DATA SOURCES First, we will discuss fibrolamellar carcinoma, which will be the main focus of discussion, as an example for new diagnostic tests that have been developed as a result of molecular discoveries. Additional information on the role of molecular diagnostics in hepatocellular adenoma and hepatocellular carcinoma will be provided. Second, we will use the example of epithelioid hemangioendothelioma as an example of how new diagnostic tools, based on molecular discoveries, may support improved prognostication. Finally, we will use the example of intrahepatic cholangiocarcinoma as an example of a liver tumor where new molecular discoveries have identified tractable therapeutic targets and led to new effective therapies. This portion of the manuscript will also include a description of the anatomic and molecular differences between intrahepatic, hilar, and extrahepatic cholangiocarcinoma. CONCLUSIONS Fueled by molecular discoveries, new and better diagnostic tests and therapeutic targets have improved clinical care in patients affected by liver tumors.
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MESH Headings
- Humans
- Liver Neoplasms/genetics
- Liver Neoplasms/pathology
- Liver Neoplasms/diagnosis
- Cholangiocarcinoma/genetics
- Cholangiocarcinoma/pathology
- Cholangiocarcinoma/diagnosis
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/diagnosis
- Hemangioendothelioma, Epithelioid/genetics
- Hemangioendothelioma, Epithelioid/pathology
- Hemangioendothelioma, Epithelioid/diagnosis
- Adenoma, Liver Cell/pathology
- Adenoma, Liver Cell/genetics
- Adenoma, Liver Cell/diagnosis
- Bile Duct Neoplasms/genetics
- Bile Duct Neoplasms/pathology
- Bile Duct Neoplasms/diagnosis
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Molecular Diagnostic Techniques
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Affiliation(s)
- Negar Taheri
- From the Enteric Neuroscience Program and Department of Physiology and Biomedical Engineering (Taheri)
- the Gastroenterology Research Unit, Mayo Clinic College of Medicine, Rochester, Minnesota(Taheri)
| | - Rondell P Graham
- the Divisions of Anatomic Pathology, , Mayo Clinic, Rochester, Minnesota(Graham)
- Laboratory Genetics and Genomics, Mayo Clinic, Rochester, Minnesota(Graham)
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Choi JH, Thung SN. Recent Advances in Pathology of Intrahepatic Cholangiocarcinoma. Cancers (Basel) 2024; 16:1537. [PMID: 38672619 PMCID: PMC11048541 DOI: 10.3390/cancers16081537] [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: 02/29/2024] [Revised: 04/10/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
Intrahepatic cholangiocarcinoma (ICCA) is a malignant epithelial neoplasm characterized by biliary differentiation within the liver. ICCA is molecularly heterogeneous and exhibits a broad spectrum of histopathological features. It is a highly aggressive carcinoma with high mortality and poor survival rates. ICCAs are classified into two main subtypes: the small-duct type and large-duct types. These two tumor types have different cell origins and clinicopathological features. ICCAs are characterized by numerous molecular alterations, including mutations in KRAS, TP53, IDH1/2, ARID1A, BAP1, BRAF, SAMD4, and EGFR, and FGFR2 fusion. Two main molecular subtypes-inflammation and proliferation-have been proposed. Recent advances in high-throughput assays using next-generation sequencing have improved our understanding of ICCA pathogenesis and molecular genetics. The diagnosis of ICCA poses a significant challenge for pathologists because of its varied morphologies and phenotypes. Accurate diagnosis of ICCA is essential for effective patient management and prognostic determination. This article provides an updated overview of ICCA pathology, focusing particularly on molecular features, histological subtypes, and diagnostic approaches.
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Affiliation(s)
- Joon Hyuk Choi
- Department of Pathology, Yeungnam University College of Medicine, Daegu 42415, Republic of Korea
| | - Swan N. Thung
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029, USA;
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Nishida N, Kudo M. Genetic/Epigenetic Alteration and Tumor Immune Microenvironment in Intrahepatic Cholangiocarcinoma: Transforming the Immune Microenvironment with Molecular-Targeted Agents. Liver Cancer 2024; 13:136-149. [PMID: 38751556 PMCID: PMC11095601 DOI: 10.1159/000534443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/29/2023] [Indexed: 05/18/2024] Open
Abstract
Background Intrahepatic cholangiocarcinoma (iCCA) is often diagnosed at an advanced stage, leading to limited treatment options and a poor prognosis. So far, standard systemic therapy for advanced iCCA has been a combination of gemcitabine and cisplatin. However, recent advancements in the understanding of the molecular characteristics of iCCA have opened new possibilities for molecular-targeted therapies and immunotherapy. Summary Reportedly, 9-36% of iCCA cases have an inflamed tumor immune microenvironment (TME) based on the immune gene expression signature, which is characterized by the presence of immune cells involved in anti-tumor immune responses. The majority of iCCA cases have a non-inflamed TME with a lack of effector T cells, rendering immune checkpoint inhibitors (ICIs) ineffective in these cases. Interestingly, alterations in the fibroblast growth factor receptor (FGFR2) gene and IDH1/2 gene mutations are often observed in the non-inflamed TME in iCCA. Several mechanisms have been reported for the role of driver mutations on the establishment of TME unique for iCCA. For example, IDH1/2 mutations, which cause an increase in DNA methylation, are associated with the downregulation and hypermethylation of antigen processing and presentation machinery, which may contribute to the establishment of a non-inflamed TME. Therefore, inhibitors targeting IDH1/2 may restore the DNA methylation and expression status of molecules involved in antigen presentation, potentially improving the efficacy of ICIs. FGFR inhibitors may also have the potential to modulate immunosuppressive TME by inhibitingthe suppressor of cytokine signaling 1 and activating the interferon-γ signaling as a consequence of inhibition of the FGFR signal. From this perspective, understanding the molecular characteristics of iCCA, including the TME and driver mutations, is essential for the effective application of ICIs and molecular-targeted therapies. Key Messages Combination approaches that target both the tumor and immune system hold promise for improving the outcomes of patients with iCCA. Further research and clinical trials are needed to validate these approaches and optimize the treatment strategies for iCCA.
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Affiliation(s)
- Naoshi Nishida
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osakasayama, Japan
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Newhook TE, Tsai S, Meric-Bernstam F. Precision Oncology in Hepatopancreatobiliary Cancer Surgery. Surg Oncol Clin N Am 2024; 33:343-367. [PMID: 38401914 DOI: 10.1016/j.soc.2023.12.016] [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] [Indexed: 02/26/2024]
Abstract
Advances in technology have allowed for the characterization of tumors at the genomic, transcriptomic, and proteomic levels. There are well-established targets for biliary tract cancers, with exciting new targets emerging in pancreatic ductal adenocarcinoma and potential targets in hepatocellular carcinoma. Taken together, these data suggest an important role for molecular profiling for personalizing cancer therapy in advanced disease and need for design of novel neoadjuvant studies to leverage these novel therapeutics perioperatively in the surgical patient.
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Affiliation(s)
- Timothy E Newhook
- Department of Surgical Oncology, Division of Surgery, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Susan Tsai
- Division of Surgical Oncology, Department of Surgery, Ohio State University Comprehensive Cancer Center, N924 Doan Hall, 410 West 10th Avenue, Columbus, OH 43210, USA
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, FC8.3044, Houston, TX 77030, USA.
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O'Rourke CJ, Salati M, Rae C, Carpino G, Leslie H, Pea A, Prete MG, Bonetti LR, Amato F, Montal R, Upstill-Goddard R, Nixon C, Sanchon-Sanchez P, Kunderfranco P, Sia D, Gaudio E, Overi D, Cascinu S, Hogdall D, Pugh S, Domingo E, Primrose JN, Bridgewater J, Spallanzani A, Gelsomino F, Llovet JM, Calvisi DF, Boulter L, Caputo F, Lleo A, Jamieson NB, Luppi G, Dominici M, Andersen JB, Braconi C. Molecular portraits of patients with intrahepatic cholangiocarcinoma who diverge as rapid progressors or long survivors on chemotherapy. Gut 2024; 73:496-508. [PMID: 37758326 PMCID: PMC10894814 DOI: 10.1136/gutjnl-2023-330748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 09/11/2023] [Indexed: 10/03/2023]
Abstract
OBJECTIVE Cytotoxic agents are the cornerstone of treatment for patients with advanced intrahepatic cholangiocarcinoma (iCCA), despite heterogeneous benefit. We hypothesised that the pretreatment molecular profiles of diagnostic biopsies can predict patient benefit from chemotherapy and define molecular bases of innate chemoresistance. DESIGN We identified a cohort of advanced iCCA patients with comparable baseline characteristics who diverged as extreme outliers on chemotherapy (survival <6 m in rapid progressors, RP; survival >23 m in long survivors, LS). Diagnostic biopsies were characterised by digital pathology, then subjected to whole-transcriptome profiling of bulk and geospatially macrodissected tissue regions. Spatial transcriptomics of tumour-infiltrating myeloid cells was performed using targeted digital spatial profiling (GeoMx). Transcriptome signatures were evaluated in multiple cohorts of resected cancers. Signatures were also characterised using in vitro cell lines, in vivo mouse models and single cell RNA-sequencing data. RESULTS Pretreatment transcriptome profiles differentiated patients who would become RPs or LSs on chemotherapy. Biologically, this signature originated from altered tumour-myeloid dynamics, implicating tumour-induced immune tolerogenicity with poor response to chemotherapy. The central role of the liver microenviroment was confrmed by the association of the RPLS transcriptome signature with clinical outcome in iCCA but not extrahepatic CCA, and in liver metastasis from colorectal cancer, but not in the matched primary bowel tumours. CONCLUSIONS The RPLS signature could be a novel metric of chemotherapy outcome in iCCA. Further development and validation of this transcriptomic signature is warranted to develop precision chemotherapy strategies in these settings.
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Affiliation(s)
- Colm J O'Rourke
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Department of Health and Medical Sciences, Copenhagen, Denmark
| | - Massimiliano Salati
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
- Clinical and Experimental Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Colin Rae
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Guido Carpino
- Department of Anatomical, Histological, Forensic Medicine and Orthopaedic Sciences, Sapienza University of Rome, Roma, Italy
| | - Holly Leslie
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Antonio Pea
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Maria G Prete
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Luca R Bonetti
- Division of Pathology, University of Modena and Reggio Emilia, Modena, Italy
| | - Francesco Amato
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Robert Montal
- Cancer Biomarkers Research Group, Department of Medical Oncology, Hospital Universitari Arnau de Vilanova, Lleida, Spain
| | | | - Colin Nixon
- Cancer Research UK Beatson Cancer Research Institute, Glasgow, UK
| | | | | | - Daniela Sia
- Liver Cancer Translational Research Laboratory, BCLC Group, Liver Unit and Pathology Department, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Eugenio Gaudio
- Department of Anatomical, Histological, Forensic Medicine and Orthopaedic Sciences, Sapienza University of Rome, Roma, Italy
| | - Diletta Overi
- Department of Anatomical, Histological, Forensic Medicine and Orthopaedic Sciences, Sapienza University of Rome, Roma, Italy
| | - Stefano Cascinu
- Medical Oncology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Dan Hogdall
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Department of Health and Medical Sciences, Copenhagen, Denmark
- Department of Oncology, Herlev Hospital, Herlev, Denmark
| | - Sian Pugh
- Addenbrooke's Hospital, Cambridge, UK
| | - Enric Domingo
- Department of Oncology, University of Oxford, Oxford, UK
| | | | | | - Andrea Spallanzani
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Fabio Gelsomino
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Josep M Llovet
- Translational Research in Hepatic Oncology, Liver Unit, IDIBAPS, Hospital Clínic, University of Barcelona, Barcelona, Spain
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Diego F Calvisi
- Institute of Pathology, University of Regensburg Faculty of Medicine, Regensburg, Germany
- Medical, Surgical, and Clinical Sciences, University of Sassari, Sassari, Italy
| | - Luke Boulter
- MRC HGU, The University of Edinburgh MRC Institute of Genetics and Molecular Medicine, Edinburgh, UK
- CRUK Scotland Cancer Centre, Glasgow-Edinburgh, UK
| | - Francesco Caputo
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
- Internal Medicine and Hepatology Unit, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Nigel B Jamieson
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
- CRUK Scotland Cancer Centre, Glasgow-Edinburgh, UK
| | - Gabriele Luppi
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Massimo Dominici
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Jesper B Andersen
- Biotech Research and Innovation Centre (BRIC), University of Copenhagen, Department of Health and Medical Sciences, Copenhagen, Denmark
| | - Chiara Braconi
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
- CRUK Scotland Cancer Centre, Glasgow-Edinburgh, UK
- Beatson West of Scotland Cancer Centre, Glasgow, UK
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ZHANG YANG, QIN NANNAN, WANG XIJUN, LIANG RUI, LIU QUAN, GENG RUOYI, JIANG TIANXIAO, LIU YUNFEI, LI JINWEI. Glycogen metabolism-mediated intercellular communication in the tumor microenvironment influences liver cancer prognosis. Oncol Res 2024; 32:563-576. [PMID: 38361757 PMCID: PMC10865732 DOI: 10.32604/or.2023.029697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 09/11/2023] [Indexed: 02/17/2024] Open
Abstract
Glycogen metabolism plays a key role in the development of hepatocellular carcinoma (HCC), but the function of glycogen metabolism genes in the tumor microenvironment (TME) is still to be elucidated. Single-cell RNA-seq data were obtained from ten HCC tumor samples totaling 64,545 cells, and 65 glycogen metabolism genes were analyzed by a nonnegative matrix factorization (NMF). The prognosis and immune response of new glycogen TME cell clusters were predicted by using HCC and immunotherapy cohorts from public databases. HCC single-cell analysis was divided into fibroblasts, NT T cells, macrophages, endothelial cells, and B cells, which were separately divided into new cell clusters by glycogen metabolism gene annotation. Pseudo-temporal trajectory analysis demonstrated the temporal differentiation trajectory of different glycogen subtype cell clusters. Cellular communication analysis revealed extensive interactions between endothelial cells with glycogen metabolizing TME cell-related subtypes and different glycogen subtype cell clusters. SCENIC analysis of transcription factors upstream of TME cell clusters with different glycogen metabolism. In addition, TME cell clusters of glycogen metabolism were found to be enriched in expression in CAF subtypes, CD8 depleted, M1, and M2 types. Bulk-seq analysis showed the prognostic significance of glycogen metabolism-mediated TME cell clusters in HCC, while a significant immune response was found in the immunotherapy cohort in patients treated with immune checkpoint blockade (ICB), especially for CAFs, T cells, and macrophages. In summary, our study reveals for the first time that glycogen metabolism mediates intercellular communication in the hepatocellular carcinoma microenvironment while elucidating the anti-tumor mechanisms and immune prognostic responses of different subtypes of cell clusters.
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Affiliation(s)
- YANG ZHANG
- Graduate School, Kunming Medical University, Kunming, 650000, China
- Department of Vascular Surgery, Fuwai Yunnan Cardiovascular Hospital, Affiliated Cardiovascular Hospital of Kunming Medical University, Kunming, 650000, China
| | - NANNAN QIN
- Department of Gynecology Oncology, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545000, China
| | - XIJUN WANG
- School of Basic Medical Sciences, Xianning Medical College, Hubei University of Science and Technology, Xianning, 437100, China
| | - RUI LIANG
- College of Bioengineering, Chongqing University, Chongqing, 400030, China
| | - QUAN LIU
- Department of Neurosurgery, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545000, China
| | - RUOYI GENG
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, 81377, Germany
| | - TIANXIAO JIANG
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, 81377, Germany
| | - YUNFEI LIU
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, 81377, Germany
| | - JINWEI LI
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610000, China
- Department of Neurosurgery, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, 545000, China
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Rezaee-Zavareh MS, Koltsova EK, Hoshida Y, Yang JD. Primary liver cancer spectrum: current knowledge and the next steps. Hepatobiliary Surg Nutr 2024; 13:157-160. [PMID: 38322221 PMCID: PMC10839731 DOI: 10.21037/hbsn-23-607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 12/06/2023] [Indexed: 02/08/2024]
Affiliation(s)
| | - Ekaterina K. Koltsova
- Cedars-Sinai Cancer, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Capuozzo M, Santorsola M, Ferrara F, Cinque C, Farace S, Patrone R, Granata V, Zovi A, Nasti G, Ottaiano A. Intrahepatic cholangiocarcinoma biomarkers: Towards early detection and personalized pharmacological treatments. Mol Cell Probes 2024; 73:101951. [PMID: 38244704 DOI: 10.1016/j.mcp.2024.101951] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 01/17/2024] [Accepted: 01/17/2024] [Indexed: 01/22/2024]
Abstract
Cholangiocarcinoma (CCA) is a rare malignancy originating from the biliary tree and is anatomically categorized as intrahepatic (iCCA), perihilar, and extrahepatic or distal. iCCA, the second most prevalent hepatobiliary cancer following hepatocellular carcinoma (HCC), constitutes 5-20 % of all liver malignancies, with an increasing incidence. The challenging nature of iCCA, combined with nonspecific symptoms, often leads to late diagnoses, resulting in unfavorable outcomes. The advanced phase of this neoplasm is difficult to treat with dismal results. Early diagnosis could significantly reduce mortality attributed to iCCA but remains an elusive goal. The identification of biomarkers specific to iCCA and their translation into clinical practice could facilitate diagnosis, monitor therapy response, and potentially reveal novel interventions and personalized medicine. In this review, we present the current landscape of biomarkers in each of these contexts. In addition to CA19.9, a widely recognized biomarker for iCCA, others such as A1BG, CYFRA 21-1, FAM19A5, MMP-7, RBAK, SSP411, TuM2-PK, WFA, etc., as well as circulating tumor DNA, RNA, cells, and exosomes, are under investigation. Advancing our knowledge and monitoring of biomarkers may enable us to improve diagnosis, prognostication, and apply treatments dynamically and in a more personalized manner.
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Affiliation(s)
| | - Mariachiara Santorsola
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via Mariano Semmola, 80131, Napoli, Italy
| | | | - Claudia Cinque
- Pharmaceutical Department, ASL-Naples-3, 80056, Ercolano, Italy
| | - Stefania Farace
- Pharmaceutical Department, ASL-Naples-3, 80056, Ercolano, Italy
| | - Renato Patrone
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via Mariano Semmola, 80131, Napoli, Italy
| | - Vincenza Granata
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via Mariano Semmola, 80131, Napoli, Italy
| | - Andrea Zovi
- Hospital Pharmacist, Ministry of Health, 00144, Roma, Italy
| | - Guglielmo Nasti
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via Mariano Semmola, 80131, Napoli, Italy
| | - Alessandro Ottaiano
- Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via Mariano Semmola, 80131, Napoli, Italy.
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Fan Z, Zou X, Wang G, Liu Y, Jiang Y, Wang H, Zhang P, Wei F, Du X, Wang M, Sun X, Ji B, Hu X, Chen L, Zhou P, Wang D, Bai J, Xiao X, Zuo L, Xia X, Yi X, Lv G. A transcriptome based molecular classification scheme for cholangiocarcinoma and subtype-derived prognostic biomarker. Nat Commun 2024; 15:484. [PMID: 38212331 PMCID: PMC10784309 DOI: 10.1038/s41467-024-44748-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 12/15/2023] [Indexed: 01/13/2024] Open
Abstract
Previous studies on the molecular classification of cholangiocarcinoma (CCA) focused on certain anatomical sites, and disregarded tissue contamination biases in transcriptomic profiles. We aim to provide universal molecular classification scheme and prognostic biomarker of CCAs across anatomical locations. Comprehensive bioinformatics analysis is performed on transcriptomic data from 438 CCA cases across various anatomical locations. After excluding CCA tumors showing normal tissue expression patterns, we identify two universal molecular subtypes across anatomical subtypes, explore the molecular, clinical, and microenvironmental features of each class. Subsequently, a 30-gene classifier and a biomarker (called "CORE-37") are developed to predict the molecular subtype of CCA and prognosis, respectively. Two subtypes display distinct molecular characteristics and survival outcomes. Key findings are validated in external cohorts regardless of the stage and anatomical location. Our study provides a CCA classification scheme that complements the conventional anatomy-based classification and presents a promising prognostic biomarker for clinical application.
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Affiliation(s)
- Zhongqi Fan
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Xinchen Zou
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
| | - Guangyi Wang
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Yahui Liu
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Yanfang Jiang
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, China
| | - Haoyan Wang
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
| | - Ping Zhang
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Feng Wei
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Xiaohong Du
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Meng Wang
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Xiaodong Sun
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Bai Ji
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Xintong Hu
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, China
| | - Liguo Chen
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, China
| | - Peiwen Zhou
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, China
| | - Duo Wang
- Genetic Diagnosis Center, The First Hospital of Jilin University, Changchun, China
| | - Jing Bai
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
| | - Xiao Xiao
- Geneplus-Shenzhen, No.14 Zhongxing Road, Pingshan District, Shenzhen, China
| | - Lijiao Zuo
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
| | - Xuefeng Xia
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
| | - Xin Yi
- Geneplus-Beijing Institute, 9th Floor, No.6 Building, Peking University Medical Industrial Park, Zhongguancun Life Science Park, Beijing, China
- School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Guoyue Lv
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, The First Hospital of Jilin University, Changchun, China.
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Feng Y, Zhao M, Wang L, Li L, Lei JH, Zhou J, Chen J, Wu Y, Miao K, Deng CX. The heterogeneity of signaling pathways and drug responses in intrahepatic cholangiocarcinoma with distinct genetic mutations. Cell Death Dis 2024; 15:34. [PMID: 38212325 PMCID: PMC10784283 DOI: 10.1038/s41419-023-06406-7] [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: 05/14/2023] [Revised: 12/18/2023] [Accepted: 12/20/2023] [Indexed: 01/13/2024]
Abstract
Intrahepatic cholangiocarcinoma (ICC) is the second most common malignancy among primary liver cancers, with an increasing overall incidence and poor prognosis. The intertumoral and intratumoral heterogeneity of ICC makes it difficult to find efficient drug therapies. Therefore, it is essential to identify tumor suppressor genes and oncogenes that induce ICC formation and progression. Here, we performed CRISPR/Cas9-mediated genome-wide screening in a liver-specific Smad4/Pten knockout mouse model (Smad4co/co;Ptenco/co;Alb-Cre, abbreviated as SPC), which normally generates ICC after 6 months, and detected that mutations in Trp53, Fbxw7, Inppl1, Tgfbr2, or Cul3 markedly accelerated ICC formation. To illustrate the potential mechanisms, we conducted transcriptome sequencing and found that multiple receptor tyrosine kinases were activated, which mainly upregulated the PI3K pathway to induce cell proliferation. Remarkably, the Cul3 mutation stimulated cancer progression mainly by altering the immune microenvironment, whereas other mutations promoted the cell cycle. Moreover, Fbxw7, Inppl1, Tgfbr2, and Trp53 also affect inflammatory responses, apelin signaling, mitotic spindles, ribosome biogenesis, and nucleocytoplasmic transport pathways, respectively. We further examined FDA-approved drugs for the treatment of liver cancer and performed high-throughput drug screening of the gene-mutant organoids. Different drug responses and promising drug therapies, including chemotherapy and targeted drugs, have been discovered for ICC.
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Affiliation(s)
- Yangyang Feng
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Zhuhai UM Science & Technology Research Institute, Zhuhai, Guangdong, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Ming Zhao
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Department of Gastroenterology, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Lijian Wang
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Ling Li
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Josh Haipeng Lei
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Jingbo Zhou
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Jinghong Chen
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Yumeng Wu
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Kai Miao
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China
- MOE Frontiers Science Center for Precision Oncology, University of Macau, Macau SAR, China
| | - Chu-Xia Deng
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China.
- Zhuhai UM Science & Technology Research Institute, Zhuhai, Guangdong, China.
- Centre for Precision Medicine Research and Training, Faculty of Health Sciences, University of Macau, Macau SAR, China.
- MOE Frontiers Science Center for Precision Oncology, University of Macau, Macau SAR, China.
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Martini A, Prasai K, Zemla TJ, Ahmed FY, Elnagar MB, Giama NH, Guzzardo V, Biasiolo A, Fassan M, Yin J, Pontisso P, Roberts LR. SerpinB3/4 Expression Is Associated with Poor Prognosis in Patients with Cholangiocarcinoma. Cancers (Basel) 2024; 16:225. [PMID: 38201652 PMCID: PMC10778206 DOI: 10.3390/cancers16010225] [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: 11/28/2023] [Revised: 12/30/2023] [Accepted: 01/01/2024] [Indexed: 01/12/2024] Open
Abstract
Cholangiocarcinoma (CCA), the second most common primary liver tumor, is associated with a dismal outcome, and useful prognostic markers are not currently available in clinical practice. SerpinB3, a serine protease inhibitor, was recently found to play a relevant role in malignant transformation in different cancers. The aim of the present study was to determine the expression of SerpinB3/4 in tissue and serum samples of patients with CCA in relation to clinical outcomes. SerpinB3/4 was assessed in the tissue microarrays (TMAs) of 123 surgically resected CCAs. ELISA assays were carried out in 188 patients with CCA to detect the free and IgM-linked forms of SerpinB3/4. Overall survival was analyzed in relation to SerpinB3/4 expression, and Cox models were used to identify the variables associated with survival. High levels of SerpinB3/4 (TMA score 2+/3+) were detected in 15 tumors (12.2%), characterized by a more advanced TNM stage (III/IV: 64.3% vs. 31.3%; p = 0.031) and lower overall patient survival, independently of CCA subclass (intrahepatic CCA: median 1.1 (0.8-Not Estimable, NE) vs. 2.4 (1.8-3.4) years; p = 0.0007; extrahepatic CCA: median 0.8 (0.2-NE) vs. 2.2 (1.5-5.4) years; p = 0.011). Vascular invasion (p = 0.027) and SerpinB3/4 scores (p = 0.0016) were independently associated with mortality in multivariate analysis. Patients who had detectable free or IgM-linked SerpinB3/4 in their serum showed poorer survival (1 vs. 2.4 years, p = 0.015, for free SerpinB3/4, and 1 vs. 2.6 years, p = 0.0026, for SerpinB3/4-IgM). In conclusion, high levels of SerpinB3/4 in tissue and serum in CCA are associated with poor outcomes after surgery, regardless of tumor subclass.
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Affiliation(s)
- Andrea Martini
- Department of Medicine, University of Padua, via Giustiniani 2, 35128 Padua, Italy; (A.M.); (V.G.); (A.B.); (M.F.)
| | - Kritika Prasai
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (K.P.); (F.Y.A.); (M.B.E.); (N.H.G.); (L.R.R.)
| | - Tyler J. Zemla
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (T.J.Z.); (J.Y.)
| | - Fowsiyo Y. Ahmed
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (K.P.); (F.Y.A.); (M.B.E.); (N.H.G.); (L.R.R.)
| | - Mamoun B. Elnagar
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (K.P.); (F.Y.A.); (M.B.E.); (N.H.G.); (L.R.R.)
| | - Nasra H. Giama
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (K.P.); (F.Y.A.); (M.B.E.); (N.H.G.); (L.R.R.)
| | - Vincenza Guzzardo
- Department of Medicine, University of Padua, via Giustiniani 2, 35128 Padua, Italy; (A.M.); (V.G.); (A.B.); (M.F.)
| | - Alessandra Biasiolo
- Department of Medicine, University of Padua, via Giustiniani 2, 35128 Padua, Italy; (A.M.); (V.G.); (A.B.); (M.F.)
| | - Matteo Fassan
- Department of Medicine, University of Padua, via Giustiniani 2, 35128 Padua, Italy; (A.M.); (V.G.); (A.B.); (M.F.)
- Veneto Institute of Oncology, (IOV-IRCCS), via Gattamelata 64, 35128 Padua, Italy
| | - Jun Yin
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (T.J.Z.); (J.Y.)
| | - Patrizia Pontisso
- Department of Medicine, University of Padua, via Giustiniani 2, 35128 Padua, Italy; (A.M.); (V.G.); (A.B.); (M.F.)
- European Reference Network—ERN RARE-LIVER, 72076 Tübingen, Germany
| | - Lewis R. Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, 200 First Street SW, Rochester, MN 55905, USA; (K.P.); (F.Y.A.); (M.B.E.); (N.H.G.); (L.R.R.)
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Kawashima J, Sahara K, Shen F, Guglielmi A, Aldrighetti L, Weiss M, Bauer TW, Alexandrescu S, Poultsides GA, Maithel SK, Marques HP, Martel G, Pulitano C, Cauchy F, Koerkamp BG, Matsuyama R, Endo I, Pawlik TM. Predicting risk of recurrence after resection of stage I intrahepatic cholangiocarcinoma. J Gastrointest Surg 2024; 28:18-25. [PMID: 38353070 DOI: 10.1016/j.gassur.2023.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 10/27/2023] [Indexed: 02/16/2024]
Abstract
BACKGROUND Early-stage intrahepatic cholangiocarcinoma (ICC) is often an indication of curative-intent resection. Although patients with early-stage ICC generally have a better prognosis than individuals with advanced ICC, the incidence and risk factors of recurrence after early-stage ICC remain unclear. METHODS A multi-institutional database was used to identify patients who underwent surgery between 2000 and 2018 for ICC with pathologically confirmed stage I disease. Cox regression analysis was used to identify clinicopathological factors associated with recurrence, and an online prediction model was developed and validated. RESULTS Of 430 patients diagnosed with stage I ICC, approximately one-half of patients (n = 221, 51.4%) experienced recurrence after curative-intent resection. Among patients with a recurrence, most (n = 188, 85.1%) experienced it within 12 months. On multivariable analysis, carcinoembryonic antigen (hazard ratio [HR], 1.011; 95% CI, 1.004-1.018), systemic immune-inflammation index (HR, 1.036; 95% CI, 1.019-1.056), no lymph nodes evaluated (HR, 1.851; 95% CI, 1.276-2.683), and tumor size (HR, 1.101; 95% CI, 1.053-1.151) were associated with greater hazards of recurrence. A predictive model that included these weighted risk factors demonstrated excellent prognostic discrimination in the test (12-month recurrence-free survival [RFS]: low risk, 80.1%; intermediate risk, 60.3%; high risk, 37.7%; P = .001) and validation (12-month RFS: low risk, 84.5%; intermediate risk, 63.5%; high risk, 47.1%; P = .036) datasets. The online predictive model was made available at https://ktsahara.shinyapps.io/stageI_icc/. CONCLUSIONS Patients with stage I ICC without vascular invasion or lymph node metastasis had a relatively high incidence of recurrence. An online tool can risk stratify patients relative to recurrence risk to identify individuals best suited for alternative treatment approaches.
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Affiliation(s)
- Jun Kawashima
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Kota Sahara
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan; Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and The James Comprehensive Cancer Center, Columbus, OH, United States
| | - Feng Shen
- Department of Surgery, Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | | | | | - Matthew Weiss
- Department of Surgery, Northwell Health, Manhasset, NY, United States
| | - Todd W Bauer
- Department of Surgery, University of Virginia, Charlottesville, VA, United States
| | | | | | | | - Hugo P Marques
- Department of Surgery, Hospital Curry Cabral, Lisbon, Portugal
| | | | - Carlo Pulitano
- Department of Surgery, Royal Prince Alfred Hospital, University of Sydney, Sydney, Australia
| | - François Cauchy
- Department of Hepatobiliopancreatic Surgery and Liver Transplantation, Public Assistance Hospitals of Paris, Beaujon Hospital, Clichy, France
| | - B Groot Koerkamp
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Ryusei Matsuyama
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and The James Comprehensive Cancer Center, Columbus, OH, United States.
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Ferrell LD, Kakar S, Terracciano LM, Wee A. Tumours and Tumour-Like Lesions. MACSWEEN'S PATHOLOGY OF THE LIVER 2024:842-946. [DOI: 10.1016/b978-0-7020-8228-3.00013-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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50
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Sharma R, Majee C, Mazumder R, Mazumder A, Tyagi PK, Chaitanya MVNL. Insight Into the Role of Alkaloids in the Different Signalling Pathways of Cholangiocarcinoma. JOURNAL OF NATURAL REMEDIES 2024:43-58. [DOI: 10.18311/jnr/2024/34661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 09/19/2023] [Indexed: 01/04/2025]
Abstract
Throughout the biliary tree, a variety of cells give rise to cholangiocarcinomas, a broad group of malignancies. The fact that these tumours are silent and asymptomatic, especially in their early stages, seriously impairs the effectiveness of available therapeutic options and contributes to their poor prognosis. Over the past few years, increased efforts have been made to identify the aetiology and signalling pathways of these tumours and to create more potent therapies. Since alkaloids are more potent and effective against cholangiocarcinoma cell lines, they have gained importance in the treatment of cholangiocarcinoma. In cell lines with cholangiocarcinoma, they promote apoptosis. and restrict the spread of cells, departure, and development. This review highlights the recent developments in the study of CCA, primarily concentrating on the regulation of the signalling pathway and revealing alkaloids demonstrating strong anti-cholangiocarcinoma efficacy, providing researchers with a rapid approach for the future development of powerful and efficient pharmaceutical compounds.
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