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The regulatory role of LncRNA HCG18 in various cancers. J Mol Med (Berl) 2023; 101:351-360. [PMID: 36872315 DOI: 10.1007/s00109-023-02297-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 02/01/2023] [Accepted: 02/06/2023] [Indexed: 03/07/2023]
Abstract
As a member of long non-coding RNAs (lncRNAs), LncRNA HLA complex group 18 (HCG18) has recently become the focus of cancer research. As outlined in this review, LncRNA HCG18 has been reported to be dysregulated in various cancers development and appears to be activated in a variety of tumors, including clear cell renal cell carcinoma (ccRCC), colorectal cancer (CRC), gastric cancer (GC), hepatocellular carcinoma (HCC), laryngeal and hypopharyngeal squamous cell carcinoma (LHSCC), lung adenocarcinoma (LUAD), nasopharyngeal cancer (NPC), osteosarcoma (OS), and prostate cancer (PCa). Furthermore, the expression of lncRNA HCG18 decreased in bladder cancer (BC) and papillary thyroid cancer (PTC). Overall, the presence of these differential expressions suggests the clinical value of HCG18 in cancer therapy. Additionally, lncRNA HCG18 influences various biological processes of cancer cells. This review summarizes the molecular mechanisms of HCG18 in cancer development, highlights reported the abnormal expression of HCG18 found in various cancer types, and aims to discuss the potential of HCG18 as a target for cancer therapy.
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Ten Hoorn S, Mol L, Sommeijer DW, Nijman L, van den Bosch T, de Back TR, Ylstra B, van Dijk E, van Noesel CJM, Reinten RJ, Nagtegaal ID, Koopman M, Punt CJA, Vermeulen L. Long-term Survival Update and Extended RAS Mutational Analysis of the CAIRO2 Trial: Addition of Cetuximab to CAPOX/Bevacizumab in Metastatic Colorectal Cancer. Clin Colorectal Cancer 2023; 22:67-75. [PMID: 36564280 DOI: 10.1016/j.clcc.2022.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Revised: 11/16/2022] [Accepted: 11/29/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Here we present updated survival of the CAIRO2 trial and assessed whether the addition of anti-EGFR to anti-VEGF therapy could still be an effective treatment option for patients with extended RAS/BRAF wildtype and left-sided metastatic colorectal cancer (mCRC). MATERIALS AND METHODS Retrospective updated survival and extended RAS and BRAF V600E mutational analysis were performed in the CAIRO2 trial, a multicenter, randomized phase III trial on the effect of adding cetuximab to a combination of capecitabine, oxaliplatin (CAPOX), and bevacizumab in mCRC. RESULTS Updated survival analysis confirmed that the addition of cetuximab did not provide a benefit on either progression free (PFS) or overall survival (OS) in the intention-to-treat population. With the extended mutational analyses 31 KRAS, 31 NRAS and 12 BRAF V600E additional mutations were found. No benefit of the addition of cetuximab was observed within the extended wildtype group, even when selecting only left-sided tumors (PFS HR 0.96, p = 0.7775). However, compared to the original trial an increase of 6.5 months was seen for patients with both extended wildtype and left-sided tumors (median OS 28.6 months). CONCLUSION Adding cetuximab to CAPOX and bevacizumab does not provide clinical benefit in patients with mCRC, even in the extended wildtype group with left-sided tumors. However, in the extended wildtype group we did observe clinically relevant higher survival compared to the initial trial report, indicating that it is important to analyze a broader panel of RAS and BRAF variants using more recent sequencing techniques when assessing survival benefit after anti-EGFR therapy.
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Affiliation(s)
- Sanne Ten Hoorn
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands; Oncode Institute, Utrecht, The Netherlands
| | - Linda Mol
- Clinical Research Department, Netherlands Comprehensive Cancer Center (IKNL), Nijmegen, The Netherlands
| | - Dirkje W Sommeijer
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Amsterdam UMC location University of Amsterdam, Department of Medical Oncology, Amsterdam, The Netherlands; Flevohospital, Department of Internal Medicine, Almere, The Netherlands
| | - Lisanne Nijman
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands; Oncode Institute, Utrecht, The Netherlands
| | - Tom van den Bosch
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands; Oncode Institute, Utrecht, The Netherlands; Amsterdam UMC location University of Amsterdam, Amsterdam Gastroenterology & Metabolism, Amsterdam, The Netherlands
| | - Tim R de Back
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands; Oncode Institute, Utrecht, The Netherlands
| | - Bauke Ylstra
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Erik van Dijk
- Amsterdam UMC location Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Carel J M van Noesel
- Amsterdam UMC location University of Amsterdam, Department of Pathology, Amsterdam, The Netherlands
| | - Roy J Reinten
- Amsterdam UMC location University of Amsterdam, Department of Pathology, Amsterdam, The Netherlands
| | - Iris D Nagtegaal
- Radboud Institute for Molecular Life Sciences, Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Cornelis J A Punt
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht University, Utrecht, The Netherlands
| | - Louis Vermeulen
- Amsterdam UMC location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands; Oncode Institute, Utrecht, The Netherlands.
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Bhattacharya S. An empirical review on the resistance mechanisms of epidermal growth factor receptor inhibitors and predictive molecular biomarkers in colorectal cancer. Crit Rev Oncol Hematol 2023; 183:103916. [PMID: 36717006 DOI: 10.1016/j.critrevonc.2023.103916] [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: 11/01/2022] [Revised: 12/06/2022] [Accepted: 01/20/2023] [Indexed: 01/29/2023] Open
Abstract
Despite advances in cytotoxic treatments, colorectal cancer remains a leading cause of death. Metastatic colorectal cancer (mCRC) patients have a poor prognosis despite improved treatments and more prolonged median survival. Monoclonal antibodies like cetuximab and panitumumab target the epidermal growth factor receptor (EGFR). They play an essential role in the treatment of metastatic colorectal cancer (mCRC) due to their efficacy in multiple phase III clinical trials across multiple treatment lines. It was discovered that anti-EGFR moAbs were only effective for a small number of patients. Mutations in KRAS and NRAS have been identified as biomarkers of drug resistance. New molecular predictors and prognostic markers are used clinically. The K-Ras mutation is the first molecular marker of a lack of response to EGFR-targeted therapy in K-Ras-mutant patients. Validating predictive and prognostic markers will improve cancer treatments. This article examines molecular markers that can predict colorectal cancer prognosis.
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Affiliation(s)
- Sankha Bhattacharya
- Department of Pharmaceutics, School of Pharmacy & Technology Management, SVKM'S NMIMS Deemed-to-be University, Shirpur, Maharashtra 425405, India.
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Tang YL, Li DD, Duan JY, Sheng LM, Wang X. Resistance to targeted therapy in metastatic colorectal cancer: Current status and new developments. World J Gastroenterol 2023; 29:926-948. [PMID: 36844139 PMCID: PMC9950860 DOI: 10.3748/wjg.v29.i6.926] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/24/2022] [Accepted: 01/31/2023] [Indexed: 02/10/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most lethal and common malignancies in the world. Chemotherapy has been the conventional treatment for metastatic CRC (mCRC) patients. However, the effects of chemotherapy have been unsatisfactory. With the advent of targeted therapy, the survival of patients with CRC have been prolonged. Over the past 20 years, targeted therapy for CRC has achieved substantial progress. However, targeted therapy has the same challenge of drug resistance as chemotherapy. Consequently, exploring the resistance mechanism and finding strategies to address the resistance to targeted therapy, along with searching for novel effective regimens, is a constant challenge in the mCRC treatment, and it is also a hot research topic. In this review, we focus on the current status on resistance to existing targeted therapies in mCRC and discuss future developments.
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Affiliation(s)
- Yuan-Ling Tang
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Dan-Dan Li
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Jia-Yu Duan
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Lei-Ming Sheng
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Xin Wang
- Department of Radiation Oncology, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
- Department of Abdominal Cancer, Cancer Center, West China Hospital of Sichuan University, Chengdu 610041, Sichuan Province, China
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Nygaard V, Ree AH, Dagenborg VJ, Børresen-Dale AL, Edwin B, Fretland ÅA, Grzyb K, Haugen MH, Mælandsmo GM, Flatmark K. A PRRX1 Signature Identifies TIM-3 and VISTA as Potential Immune Checkpoint Targets in a Subgroup of Microsatellite Stable Colorectal Cancer Liver Metastases. CANCER RESEARCH COMMUNICATIONS 2023; 3:235-244. [PMID: 36968142 PMCID: PMC10035516 DOI: 10.1158/2767-9764.crc-22-0295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/21/2022] [Accepted: 01/27/2023] [Indexed: 02/04/2023]
Abstract
Disease recurrence and drug resistance are major challenges in the clinical management of patients with colorectal cancer liver metastases (CLM), and because tumors are generally microsatellite stable (MSS), responses to immune therapies are poor. The mesenchymal phenotype is overrepresented in treatment-resistant cancers and is associated with an immunosuppressed microenvironment. The aim of this work was to molecularly identify and characterize a mesenchymal subgroup of MSS CLM to identify novel therapeutic approaches. We here generated a mesenchymal gene expression signature by analysis of resection specimens from 38 patients with CLM using ranked expression level of the epithelial-to-mesenchymal transition-related transcription factor PRRX1. Downstream pathway analysis based on the resulting gene signature was performed and independent, publicly available datasets were used to validate the findings. A subgroup comprising 16% of the analyzed CLM samples were classified as mesenchymal, or belonging to the PRRX1 high group. Analysis of the PRRX1 signature genes revealed a distinct immunosuppressive phenotype with high expression of immune checkpoints HAVCR2/TIM-3 and VISTA, in addition to the M2 macrophage marker CD163. The findings were convincingly validated in datasets from three external CLM cohorts. Upregulation of immune checkpoints HAVCR2/TIM-3 and VISTA in the PRRX1 high subgroup is a novel finding, and suggests immune evasion beyond the PD-1/PD-L1 axis, which may contribute to poor response to PD-1/PD-L1-directed immune therapy in MSS colorectal cancer. Importantly, these checkpoints represent potential novel opportunities for immune-based therapy approaches in a subset of MSS CLM. Significance CLM is an important cause of colorectal cancer mortality where the majority of patients have yet to benefit from immunotherapies. In this study of gene expression profiling analyses, we uncovered novel immune checkpoint targets in a subgroup of patients with MSS CLMs harboring a mesenchymal phenotype.
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Affiliation(s)
- Vigdis Nygaard
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Anne Hansen Ree
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Oncology, Akershus University Hospital, Lørenskog, Norway
| | - Vegar Johansen Dagenborg
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
| | - Anne-Lise Børresen-Dale
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Bjørn Edwin
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway
- The Intervention Center, Oslo University Hospital, Oslo, Norway
| | - Åsmund Avdem Fretland
- Department of Hepato-Pancreato-Biliary Surgery, Oslo University Hospital, Oslo, Norway
- The Intervention Center, Oslo University Hospital, Oslo, Norway
| | - Krzysztof Grzyb
- Department of Pathology, Oslo University Hospital, Oslo, Norway
| | - Mads H. Haugen
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Gunhild M. Mælandsmo
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute for Medical Biology, Faculty of Health Sciences, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Kjersti Flatmark
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Gastroenterological Surgery, Oslo University Hospital, Oslo, Norway
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56
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Wang Y, Zhang Y, Chen R, Tian X. Autocrine EGF and TGF-α promote primary and acquired resistance to ALK/c-Met kinase inhibitors in non-small-cell lung cancer. Pharmacol Res Perspect 2023; 11:e01047. [PMID: 36583451 PMCID: PMC9801488 DOI: 10.1002/prp2.1047] [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: 12/07/2022] [Revised: 12/13/2022] [Accepted: 12/13/2022] [Indexed: 12/31/2022] Open
Abstract
Drug resistance severely limits the clinical therapeutic value of molecularly targeted drugs. Growth factors gain a tremendous amount of focus due to the ability to promote drug resistance in non-small-cell lung cancer (NSCLC). However, whether tumor cells themselves can mediate drug resistance by secreting growth factors needs further clarification. Here, we first screened growth factors to identify autocrine epidermal growth factor (EGF) and transforming growth factor alpha (TGF-α) that caused primary resistance to the ALK inhibitor TAE684 in H3122 cells and the c-MET-specific inhibitor SGX-523 in EBC-1 cells. Next, we discovered increased autocrine production of EGF and TGF-α in established acquired resistant H3122/TR and EBC-1/SR cells. Importantly, overexpression of EGF and TGF-α in two NSCLC cell lines produced resistance to TAE684 and SGX-523. Clinically, NSCLC patients with high expression of EGF and TGF-α developed primary resistance to crizotinib. Mechanistically, autocrine EGF and TGF-α activated EGFR signaling pathways to survive targeted c-Met and ALK inhibition. Furthermore, combined treatment with gefitinib circumvented EGF- and TGF-α-mediated primary and acquired resistance to TAE684/SGX-523. Taken together, these results suggested increased autocrine EGF and TGF-α conferred primary and acquired resistance to ALK/c-Met kinase inhibitors in NSCLC.
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Affiliation(s)
- Yueqin Wang
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Yu Zhang
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Ruiying Chen
- Department of Respiratory medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Tian
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
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Parseghian CM, Sun R, Woods M, Napolitano S, Lee HM, Alshenaifi J, Willis J, Nunez S, Raghav KP, Morris VK, Shen JP, Eluri M, Sorokin A, Kanikarla P, Vilar E, Rehn M, Ang A, Troiani T, Kopetz S. Resistance Mechanisms to Anti-Epidermal Growth Factor Receptor Therapy in RAS/RAF Wild-Type Colorectal Cancer Vary by Regimen and Line of Therapy. J Clin Oncol 2023; 41:460-471. [PMID: 36351210 PMCID: PMC9870238 DOI: 10.1200/jco.22.01423] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 08/30/2022] [Accepted: 11/02/2022] [Indexed: 11/11/2022] Open
Abstract
PURPOSE Acquired resistance to anti-epidermal growth factor receptor (EGFR) inhibitor (EGFRi) therapy in colorectal cancer (CRC) has previously been explained by the model of acquiring new mutations in KRAS/NRAS/EGFR, among other MAPK-pathway members. However, this was primarily on the basis of single-agent EGFRi trials and little is known about the resistance mechanisms of EGFRi combined with effective cytotoxic chemotherapy in previously untreated patients. METHODS We analyzed paired plasma samples from patients with RAS/BRAF/EGFR wild-type metastatic CRC enrolled in three large randomized trials evaluating EGFRi in the first line in combination with chemotherapy and as a single agent in third line. The mutational signature of the alterations acquired with therapy was evaluated. CRC cell lines with resistance to cetuximab, infusional fluorouracil, leucovorin, and oxaliplatin, and SN38 were developed, and transcriptional changes profiled. RESULTS Patients whose tumors were treated with and responded to EGFRi alone were more likely to develop acquired mutations (46%) compared with those treated in combination with cytotoxic chemotherapy (9%). Furthermore, contrary to the generally accepted hypothesis of the clonal evolution of acquired resistance, we demonstrate that baseline resistant subclonal mutations rarely expanded to become clonal at progression, and most remained subclonal or disappeared. Consistent with this clinical finding, preclinical models with acquired resistance to either cetuximab or chemotherapy were cross-resistant to the alternate agents, with transcriptomic profiles consistent with epithelial-to-mesenchymal transition. By contrast, commonly acquired resistance alterations in the MAPK pathway do not affect sensitivity to cytotoxic chemotherapy. CONCLUSION These findings support a model of resistance whereby transcriptomic mechanisms of resistance predominate in the presence of active cytotoxic chemotherapy combined with EGFRi, with a greater predominance of acquired MAPK mutations after single-agent EGFRi. The proposed model has implications for prospective studies evaluating EGFRi rechallenge strategies guided by acquired MAPK mutations, and highlights the need to address transcriptional mechanisms of resistance.
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Affiliation(s)
- Christine M. Parseghian
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ryan Sun
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Melanie Woods
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stefania Napolitano
- Department of Precision Medicine, Università degli Studi della Campania Luigi Vanvitelli, Napoli, Campania, Italy
| | - Hey Min Lee
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jumanah Alshenaifi
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jason Willis
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Shakayla Nunez
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kanwal P. Raghav
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Van K. Morris
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John P. Shen
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Madhulika Eluri
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Alexey Sorokin
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Preeti Kanikarla
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Eduardo Vilar
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
- Division of Cancer Prevention and Population Sciences, Department of Clinical Cancer Prevention, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Teresa Troiani
- Department of Precision Medicine, Università degli Studi della Campania Luigi Vanvitelli, Napoli, Campania, Italy
| | - Scott Kopetz
- Division of Cancer Medicine, Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Exosomes derived from MDR cells induce cetuximab resistance in CRC via PI3K/AKT signaling‑mediated Sox2 and PD‑L1 expression. Exp Ther Med 2023; 25:86. [PMID: 36741914 PMCID: PMC9852420 DOI: 10.3892/etm.2023.11785] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 07/11/2022] [Indexed: 01/05/2023] Open
Abstract
The anti-EGFR antibody cetuximab is used as a first-line targeted therapeutic drug in colorectal cancer. It has previously been reported that the efficacy of the EGFR antibody cetuximab is limited by the emergence of acquired drug resistance. In our previous study the transmissibility effect of exosomes from drug resistant tumor cells to sensitive tumor cells was identified. It can therefore be hypothesized that drug resistant cells might affect neighboring and distant cells via regulation of exosome composition and behavior. However, the mechanism of exosomes in KRAS-wild-type colorectal cancer (CRC) remains unknown. In the present study, functional analysis of overall survival post-diagnosis in patients with KRAS wild-type and those with mutant CRC was performed using human CRC specimens. Furthermore, it was demonstrated that multidrug resistance (MDR) cancer cell-derived exosomes were potentially a key factor, which promoted cetuximab-resistance in CRC cells and reduced the inhibitory effect of cetuximab in CRC xenograft models. The Cell Counting Kit-8 and colony formation assays were performed to assess the effects of exosomes derived from CRC/MDR cells on cetuximab resistance. Sphere formation assay results demonstrated that exosomes derived from CRC/MDR cells altered the self-renewal and multipotential ability of stem-cell-associated markers and facilitated resistance to cetuximab in cetuximab-sensitive cells. Furthermore, exosomes derived from CRC/MDR cells decreased sensitivity to cetuximab via the activation of PI3K/AKT signaling, which promoted Sox2 and programmed death-ligand 1 (PD-L1) mRNA and protein expression according to reverse transcription-quantitative PCR, western blotting and immunohistochemistry analyses, as well as apoptosis resistance both in vitro and in vivo according to a TUNEL assay. In conclusion, the results of the present study demonstrated that exosomes derived from CRC/MDR cells may promote cetuximab resistance in KRAS wild-type cells via activation of the PI3K/AKT signaling pathway-mediated expression of Sox2 and PD-L1, which will be useful for investigating a potential clinical target in predicting cetuximab resistance.
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Hashemi M, Mirdamadi MSA, Talebi Y, Khaniabad N, Banaei G, Daneii P, Gholami S, Ghorbani A, Tavakolpournegari A, Farsani ZM, Zarrabi A, Nabavi N, Zandieh MA, Rashidi M, Taheriazam A, Entezari M, Khan H. Pre-clinical and clinical importance of miR-21 in human cancers: Tumorigenesis, therapy response, delivery approaches and targeting agents. Pharmacol Res 2023; 187:106568. [PMID: 36423787 DOI: 10.1016/j.phrs.2022.106568] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/18/2022] [Accepted: 11/19/2022] [Indexed: 11/23/2022]
Abstract
The field of non-coding RNA (ncRNA) has made significant progress in understanding the pathogenesis of diseases and has broadened our knowledge towards their targeting, especially in cancer therapy. ncRNAs are a large family of RNAs with microRNAs (miRNAs) being one kind of endogenous RNA which lack encoded proteins. By now, miRNAs have been well-coined in pathogenesis and development of cancer. The current review focuses on the role of miR-21 in cancers and its association with tumor progression. miR-21 has both oncogenic and onco-suppressor functions and most of the experiments are in agreement with the tumor-promoting function of this miRNA. miR-21 primarily decreases PTEN expression to induce PI3K/Akt signaling in cancer progression. Overexpression of miR-21 inhibits apoptosis and is vital for inducing pro-survival autophagy. miR-21 is vital for metabolic reprogramming and can induce glycolysis to enhance tumor progression. miR-21 stimulates EMT mechanisms and increases expression of MMP-2 and MMP-9 thereby elevating tumor metastasis. miR-21 is a target of anti-cancer agents such as curcumin and curcumol and its down-regulation impairs tumor progression. Upregulation of miR-21 results in cancer resistance to chemotherapy and radiotherapy. Increasing evidence has revealed the role of miR-21 as a biomarker as it is present in both the serum and exosomes making them beneficial biomarkers for non-invasive diagnosis of cancer.
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Affiliation(s)
- Mehrdad Hashemi
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Motahare Sadat Ayat Mirdamadi
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Biology, North Tehran Branch, Islamic Azad University, Tehran, Iran
| | - Yasmin Talebi
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Biology, Islamic Azad University Central Tehran Branch, Tehran, Iran
| | - Nasrin Khaniabad
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Gooya Banaei
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Pouria Daneii
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Sadaf Gholami
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran
| | - Amin Ghorbani
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Cellular and Molecular Biology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Alireza Tavakolpournegari
- Group of Mutagenesis, Department of Genetics and Microbiology, Faculty of Biosciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, 08193 Barcelona, Spain
| | - Zoheir Mohammadian Farsani
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Industrial and Environmental Biotechnology, National Institute for Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran
| | - Ali Zarrabi
- Department of Biomedical Engineering, Faculty of Engineering and Natural Sciences, Istinye University, Istanbul 34396, Turkey
| | - Noushin Nabavi
- Department of Urological Sciences and Vancouver Prostate Centre, University of British Columbia, Vancouver, BC V6H3Z6, Canada
| | - Mohammad Arad Zandieh
- Department of Food Hygiene and Quality Control, Division of epidemiology, Faculty of Veterinary Medicine, University of Tehran, Tehran, Iran
| | - Mohsen Rashidi
- Department Pharmacology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran; The Health of Plant and Livestock Products Research Center, Mazandaran University of Medical Sciences, Sari, Iran.
| | - Afshin Taheriazam
- Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran; Department of Orthopedics, Faculty of medicine, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran.
| | - Maliheh Entezari
- Department of Genetics, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran; Farhikhtegan Medical Convergence sciences Research Center, Farhikhtegan Hospital Tehran Medical sciences, Islamic Azad University, Tehran, Iran.
| | - Haroon Khan
- Department of Pharmacy, Abdul Wali Khan University Mardan, 23200, Pakistan.
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Gandini A, Puglisi S, Pirrone C, Martelli V, Catalano F, Nardin S, Seeber A, Puccini A, Sciallero S. The role of immunotherapy in microsatellites stable metastatic colorectal cancer: state of the art and future perspectives. Front Oncol 2023; 13:1161048. [PMID: 37207140 PMCID: PMC10189007 DOI: 10.3389/fonc.2023.1161048] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 04/21/2023] [Indexed: 05/21/2023] Open
Abstract
Colorectal cancer (CRC) is the third leading cause of cancer-related deaths worldwide, despite several advances has been achieved in last decades. Few prognostic and predictive biomarkers guide therapeutic choice in metastatic CRC (mCRC), among which DNA mismatch repair deficiency and/or microsatellite instability (dMMR/MSI) holds a crucial role. Tumors characterized by dMMR/MSI benefit from immune checkpoint inhibitors. However, most of the mCRC patients (around 95%) are microsatellite stable (MSS), thereby intrinsically resistant to immunotherapy. This represents a clear unmet need for more effective treatments in this population of patients. In this review, we aim to analyze immune-resistance mechanisms and therapeutic strategies to overcome them, such as combinations of immunotherapy and chemotherapy, radiotherapy or target therapies specifically in MSS mCRC. We also explored both available and potential biomarkers that may better select MSS mCRC patients for immunotherapy. Lastly, we provide a brief overview on future perspectives in this field, such as the gut microbiome and its potential role as immunomodulator.
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Affiliation(s)
- Annalice Gandini
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Silvia Puglisi
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Chiara Pirrone
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Valentino Martelli
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Fabio Catalano
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Simone Nardin
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Andreas Seeber
- Department of Haematology and Oncology, Medical University of Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
- IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Medical Oncology and Haematology Unit, Rozzano, Milan, Italy
| | - Stefania Sciallero
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
- *Correspondence: Stefania Sciallero,
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Proteomics uncover EPHA2 as a potential novel therapeutic target in colorectal cancer cell lines with acquired cetuximab resistance. J Cancer Res Clin Oncol 2023; 149:669-682. [PMID: 36401637 PMCID: PMC9931833 DOI: 10.1007/s00432-022-04416-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 10/11/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND In metastatic colorectal cancer (mCRC), acquired resistance against anti-EGFR targeted monoclonal antibodies, such as cetuximab (CET), was shown to be frequently caused by activating alterations in the RAS genes KRAS or NRAS. To this day, no efficient follow-up treatment option has emerged to treat mCRC in such a setting of resistance. METHODS To uncover potential targets for second-line targeted therapies, we used mass-spectrometric proteomics to shed light on kinome reprogramming in an established cellular model of acquired, KRAS-associated CET resistance. RESULTS This CET resistance was reflected by significant changes in the kinome, most of them individual to each cell line. Interestingly, all investigated resistant cell lines displayed upregulation of the Ephrin type-A receptor 2 (EPHA2), a well-known driver of traits of progression. Expectedly resistant cell lines displayed increased migration (p < 0.01) that was significantly reduced by targeting the EPHA2 signalling axis using RNA interference (RNAi) (p < 0.001), ephrin-A1 stimulation (p < 0.001), dasatinib (p < 0.01), or anti-EPHA2 antibody treatment (p < 0.001), identifying it as an actionable target in mCRC with acquired CET resistance. CONCLUSION These results highlight EPHA2 and its role in mCRC with KRAS-gene mutated acquired CET resistance and support its use as a potential actionable target for the development of future precision medicine therapies.
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Li S, Lu R, Shu L, Chen Y, Zhao J, Dai J, Huang Q, Li X, Meng W, Long F, Li Y, Fan C, Zhou Z, Mo X. An integrated map of fibroblastic populations in human colon mucosa and cancer tissues. Commun Biol 2022; 5:1326. [PMID: 36463319 PMCID: PMC9719516 DOI: 10.1038/s42003-022-04298-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 11/24/2022] [Indexed: 12/05/2022] Open
Abstract
Fibroblasts and myofibroblasts are major mesenchymal cells in the lamina propria of colon mucosa and in colon cancer tissues. Detailed insight into the highly specific populations of fibroblasts and myofibroblasts is required to understand the integrity and homeostasis of human colon mucosa and colon cancer. Based on gene expression profiles of single cells, we identified fibroblast populations that produce extracellular matrix components, Wnt ligand- and BMP-secreting fibroblasts, chemokine- and chemokine ligand-generating fibroblasts, highly activated fibroblasts, immune-modulating fibroblasts, epithelial cell-modulating myofibroblasts, stimuli-responsive myofibroblasts, proliferating myofibroblasts, fibroblast-like myofibroblasts, matrix producing myofibroblasts, and contractile myofibroblasts in human colon mucosa. In colon cancer tissue, the compositions of fibroblasts and myofibroblasts were highly altered, as were the expressing patterns of genes including BMPs, Wnt ligands, chemokines, chemokine ligands, growth factors and extracellular matrix components in fibroblasts and myofibroblasts. Our work expands the working atlas of fibroblasts and myofibroblasts and provides a framework for interrogating the complexity of stromal cells in human healthy colon mucosa and colon cancer tissues.
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Affiliation(s)
- Siying Li
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Ran Lu
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China ,grid.13291.380000 0001 0807 1581Department of Public Health Laboratory Sciences, West China Fourth Hospital, West China School of Public Health, Sichuan University, Chengdu, China ,grid.13291.380000 0001 0807 1581Department of Urology and Pelvic Surgery, West China Fourth Hospital, West China School of Public Health, Sichuan University, Chengdu, China
| | - Linjuan Shu
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Yulin Chen
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Jin Zhao
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Junlong Dai
- grid.13291.380000 0001 0807 1581Department of Liver Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Qiaorong Huang
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Xue Li
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Wentong Meng
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Feiwu Long
- grid.13291.380000 0001 0807 1581Department of Gastrointestinal, Bariatric and Metabolic Surgery, Research Center for Nutrition, Metabolism & Food Safety, West China-PUMC C.C. Chen Institute of Health, West China Fourth Hospital, West China School of Public Health, Sichuan University, Chengdu, China
| | - Yuan Li
- grid.13291.380000 0001 0807 1581Institute of Digestive Surgery and Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Chuanwen Fan
- grid.13291.380000 0001 0807 1581Department of Gastrointestinal, Bariatric and Metabolic Surgery, Research Center for Nutrition, Metabolism & Food Safety, West China-PUMC C.C. Chen Institute of Health, West China Fourth Hospital, West China School of Public Health, Sichuan University, Chengdu, China ,grid.13291.380000 0001 0807 1581Institute of Digestive Surgery and Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Zongguang Zhou
- grid.13291.380000 0001 0807 1581Institute of Digestive Surgery and Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xianming Mo
- grid.13291.380000 0001 0807 1581Laboratory of Stem Cell Biology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
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Embracing Project Optimus: Can we Leverage Evolutionary Theory to Optimize Dosing in Oncology? Pharm Res 2022; 39:3259-3265. [PMID: 36056271 PMCID: PMC9789176 DOI: 10.1007/s11095-022-03380-1] [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: 07/14/2022] [Accepted: 08/25/2022] [Indexed: 12/27/2022]
Abstract
Project Optimus is a US Food and Drug Administration (FDA) initiative to reform dose selection in oncology drug development. Here, we focus on tumor evolution, a broadly observed phenomenon that invariably leads to therapeutic failure and disease relapse, and its effect on the exposure-response (E-R) relationships of oncology drugs. We propose a greater emphasis on tumor evolution during clinical development to facilitate the selection of optimal doses for molecularly targeted therapies and immunotherapies in oncology.
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64
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Lu L, Liu Y, Zhang G, Xu Y, Hu D, Ji G, Xu H. The circRNA expression profile of colorectal inflammatory cancer transformation revealed potential predictive biomarkers. Aging (Albany NY) 2022; 14:9280-9299. [PMID: 36446351 PMCID: PMC9740358 DOI: 10.18632/aging.204406] [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: 03/22/2022] [Accepted: 11/21/2022] [Indexed: 11/30/2022]
Abstract
Colorectal cancer (CRC) is one of the most common malignant tumors in the world, and most colorectal cancer is transformed from colorectal adenoma (CRA). Identifying biomarkers for the early prediction of colorectal cancer would be an important finding. Circular RNA (circRNA) plays a key role in the occurrence and development of tumors, and its biological characteristics make it a potential biomarker for the early diagnosis of diseases. Therefore, we explored the relationship between circRNA and the malignant transformation from colorectal adenoma to colorectal cancer. We constructed inflammation-based tumorigenesis mouse models and performed high-throughput RNA sequencing to determine the expression profile of circRNAs in tissues at different stages of disease. Subsequent STEM analysis showed that with the development of the disease, 30 circRNAs were significantly downregulated, and 10 circRNAs were significantly upregulated. After qRT-PCR and Fish analysis verification, it was clear that mmu_circ_0008035 and mmu_circ_0000420 were significantly and continuously overexpressed in the development of colorectal cancer in our mouse model. Next, through homology analysis of circRNA in human and mouse and validation of clinical normal tissues, adenoma tissues and CRC tissues, we found biomarkers of has_circ0101338 ahashsa_circ0022426 that could predict the malignant transformation of human colorectal inflammation into CRC and have certain diagnostic value. In conclusion, our results may shed light on the mechanism of progression from precancerous adenoma to cancer and provide biomarkers that may be used in the early diagnosis of CRC.
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Affiliation(s)
- Lu Lu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Yujing Liu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Guangtao Zhang
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Yangxian Xu
- Department of General Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Dan Hu
- Department of Internal Medicine, Shanghai Pudong New Area Hospital of Traditional Chinese Medicine, Shanghai 200032, China
| | - Guang Ji
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Hanchen Xu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
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65
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He H, Jin Z, Dai J, Wang H, Sun J, Xu D. Computed tomography‐based radiomics prediction of
CTLA4
expression and prognosis in clear cell renal cell carcinoma. Cancer Med 2022; 12:7627-7638. [PMID: 36397666 PMCID: PMC10067074 DOI: 10.1002/cam4.5449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 10/31/2022] [Accepted: 11/04/2022] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES To predict CTLA4 expression levels and prognosis of clear cell renal cell carcinoma (ccRCC) by constructing a computed tomography-based radiomics model and establishing a nomogram using clinicopathologic factors. METHODS The clinicopathologic parameters and genomic data were extracted from 493 ccRCC cases of the Cancer Genome Atlas (TCGA)-KIRC database. Univariate and multivariate Cox regression and Kaplan-Meier analysis were performed for prognosis analysis. Cibersortx was applied to evaluate the immune cell composition. Radiomic features were extracted from the TCGA/the Cancer Imaging Archive (TCIA) (n = 102) datasets. The support vector machine (SVM) was employed to establish the radiomics signature for predicting CTLA4 expression. Receiver operating characteristic curve (ROC), decision curve analysis (DCA), and precision-recall curve were utilized to assess the predictive performance of the radiomics signature. Correlations between radiomics score (RS) and selected features were also evaluated. An RS-based nomogram was constructed to predict prognosis. RESULTS CTLA4 was significantly overexpressed in ccRCC tissues and was related to lower overall survival. A higher CTLA4 expression was independently linked to the poor prognosis (HR = 1.458, 95% CI 1.13-1.881, p = 0.004). The radiomics model for the prediction of CTLA4 expression levels (AUC = 0.769 in the training set, AUC = 0.724 in the validation set) was established using seven radiomic features. A significant elevation in infiltrating M2 macrophages was observed in the RS high group (p < 0.001). The predictive efficiencies of the RS-based nomogram measured by AUC were 0.826 at 12 months, 0.805 at 36 months, and 0.76 at 60 months. CONCLUSIONS CTLA4 mRNA expression status in ccRCC could be predicted noninvasively using a radiomics model based on nephrographic phase contrast-enhanced CT images. The nomogram established by combining RS and clinicopathologic factors could predict overall survival for ccRCC patients. Our findings may help stratify prognosis of ccRCC patients and identify those who may respond best to ICI-based treatments.
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Affiliation(s)
- Hongchao He
- Department of Urology Shanghai Ruijin Hospital, Shanghai Jiaotong University School of Medicine Shanghai China
| | - Zhijia Jin
- Department of Radiology Shanghai Ruijin Hospital, Shanghai Jiaotong University School of Medicine Shanghai China
| | - Jun Dai
- Department of Urology Shanghai Ruijin Hospital, Shanghai Jiaotong University School of Medicine Shanghai China
| | - Haofei Wang
- Department of Urology Shanghai Ruijin Hospital, Shanghai Jiaotong University School of Medicine Shanghai China
| | - Jianqi Sun
- School of Biomedical Engineering Shanghai Jiaotong University Shanghai China
| | - Danfeng Xu
- Department of Urology Shanghai Ruijin Hospital, Shanghai Jiaotong University School of Medicine Shanghai China
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Sun H, Han W, Wen J, Ma X. IL4I1 and tryptophan metabolites enhance AHR signals to facilitate colorectal cancer progression and immunosuppression. Am J Transl Res 2022; 14:7758-7770. [PMID: 36505324 PMCID: PMC9730071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 10/21/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE The molecular mechanisms underlying tumor progression and drug resistance in colorectal cancer remain to be fully understood. Recent studies have reported a pro-tumorigenic role of an amino acid oxidase named interleukin-4-induced-1 (IL4I1). Here, we investigate the role and molecular mechanism of IL4I1 in colorectal cancer. METHODS We employed bioinformatics analysis and experimental validation by using clinical samples and a variety of cell-based assays, including western blot, Transwell assay, patient-derived organoid culture, Immunofluorescence assay, T cell cytotoxicity assay, and flow cytometry. RESULTS Bioinformatics analysis showed a higher IL4I1 expression in colorectal cancer tissues than in normal tissues. In vitro overexpression of IL4I1 enhanced the proliferation, migration, and invasion of colorectal cancer cells. In addition, deprivation of Tryptophan (Trp) in cultural medium diminished the oncogenic effect of IL4I1. Furthermore, we observed a positive correlation of IL4I1 and AHR expression in the TCGA database of colorectal cancer. We also detected an enhanced cytoplasmic expression and nuclear translocation of Aryl hydrocarbon receptor (AHR). Moreover, IL4I1 overexpression suppressed the cytolytic killing of tumor cells and enhanced T cell exhaustion. Finally, in the organoid culture model, we found that immunotherapy and SR-1 combination treatment could induce higher level of apoptosis than did the immunotherapy or SR-1 treatment alone. CONCLUSION we demonstrated that IL4I1 facilitated colorectal cancer progression and immunosuppression through tryptophan metabolism dependent on AHR activation.
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Affiliation(s)
- Heng Sun
- Senior Department of Oncology, The Fifth Medical Center of Chinese PLA General HospitalBeijing, China
| | - Wenjie Han
- Department of Geriatric Medicine, The Sixth Medical Center of Chinese PLA General HospitalBeijing, China
| | - Juyi Wen
- Senior Department of Oncology, The Fifth Medical Center of Chinese PLA General HospitalBeijing, China
| | - Xue Ma
- Department of Geriatric Medicine, The Sixth Medical Center of Chinese PLA General HospitalBeijing, China
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Rizzolio S, Giordano S, Corso S. The importance of being CAFs (in cancer resistance to targeted therapies). J Exp Clin Cancer Res 2022; 41:319. [PMID: 36324182 PMCID: PMC9632140 DOI: 10.1186/s13046-022-02524-w] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/23/2022] [Indexed: 05/09/2023] Open
Abstract
In the last two decades, clinical oncology has been revolutionized by the advent of targeted drugs. However, the efficacy of these therapies is significantly limited by primary and acquired resistance, that relies not only on cell-autonomous mechanisms but also on tumor microenvironment cues. Cancer-associated fibroblasts (CAFs) are extremely plastic cells of the tumor microenvironment. They not only produce extracellular matrix components that build up the structure of tumor stroma, but they also release growth factors, chemokines, exosomes, and metabolites that affect all tumor properties, including response to drug treatment. The contribution of CAFs to tumor progression has been deeply investigated and reviewed in several works. However, their role in resistance to anticancer therapies, and in particular to molecular therapies, has been largely overlooked. This review specifically dissects the role of CAFs in driving resistance to targeted therapies and discusses novel CAF targeted therapeutic strategies to improve patient survival.
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Affiliation(s)
| | - Silvia Giordano
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
- Department of Oncology, University of Torino, Torino, Italy
| | - Simona Corso
- Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.
- Department of Oncology, University of Torino, Torino, Italy.
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Aparicio J, Virgili Manrique AC, Capdevila J, Muñoz Boza F, Galván P, Richart P, Oliveres H, Páez D, Hernando J, Serrano S, Vera R, Hernandez-Yagüe X, Gallego RÁ, Riesco-Martinez MC, García de Albeniz X, Maurel J. Randomized phase II trial of FOLFIRI-panitumumab compared with FOLFIRI alone in patients with RAS wild-type circulating tumor DNA metastatic colorectal cancer beyond progression to first-line FOLFOX-panitumumab: the BEYOND study (GEMCAD 17-01). Clin Transl Oncol 2022; 24:2155-2165. [PMID: 35761123 PMCID: PMC9522782 DOI: 10.1007/s12094-022-02868-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/27/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE Panitumumab plus FOLFOX (P-FOLFOX) is standard first-line treatment for RAS wild-type (WT) metastatic colorectal cancer. The value of panitumumab rechallenge is currently unknown. We assessed addition of panitumumab to FOLFIRI (P-FOLFIRI) beyond progression to P-FOLFOX in patients with no RAS mutations in liquid biopsy (LB). METHODS In this randomized phase II trial, patients were assigned (3:2 ratio) to second-line P-FOLFIRI (arm A) or FOLFIRI alone (arm B). LB for circulating tumor DNA analysis was collected at study entry and at disease progression. Primary endpoint was 6-month progression-free survival. Two-stage Simon design required 85 patients to be included (EudraCT 2017-004519-38). RESULTS Between February 2019 and November 2020, 49 patients were screened (16 RAS mutations in LB detected) and 31 included (18 assigned to arm A and 13 to arm B). The study was prematurely closed due to inadequate recruitment. Serious adverse events were more frequent in arm A (44% vs. 23%). Overall response rate was 33% (arm A) vs. 7.7% (arm B). Six-month progression-free survival rate was 66.7% (arm A) and 38.5% (arm B). Median progression-free survival was 11.0 months (arm A) and 4.0 months (arm B) (hazard ratio, 0.58). At disease progression, RAS or BRAF mutations in LB were found in 4/11 patients (36%) in arm A and 2/10 (20%) in arm B. CONCLUSIONS The BEYOND study suggests a meaningful benefit of P-FOLFIRI beyond progression to P-FOLFOX in metastatic colorectal cancer patients with WT RAS status selected by LB. This strategy deserves further investigation.
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Affiliation(s)
- Jorge Aparicio
- Medical Oncology Department, Hospital Universitari i Politècnic La Fe, Avda. Abril Martorell 106, 46026, Valencia, Spain.
| | | | - Jaume Capdevila
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall Hebron Institute of Oncology (VHIO), Barcelona, Spain
- IOB-Teknon, Barcelona, Spain
| | - Félix Muñoz Boza
- Medical Oncology Department, Hospital Universitari Sant Joan de Reus, Reus, Spain
| | - Patricia Galván
- Translational Genomics and Targeted Therapies in Solid Tumors, Medical Oncology Department, Hospital Clínic de Barcelona, C/ Villaroel, 170, 08036, Barcelona, Spain
| | - Paula Richart
- Medical Oncology Department, Hospital Universitari i Politècnic La Fe, Avda. Abril Martorell 106, 46026, Valencia, Spain
| | - Helena Oliveres
- Translational Genomics and Targeted Therapies in Solid Tumors, Medical Oncology Department, Hospital Clínic de Barcelona, C/ Villaroel, 170, 08036, Barcelona, Spain
| | - David Páez
- Medical Oncology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Jorge Hernando
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Sara Serrano
- Medical Oncology Department, Hospital Universitari Sant Joan de Reus, Reus, Spain
| | - Ruth Vera
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | | | - Rafael Álvarez Gallego
- Medical Oncology Department, Hospital Madrid Norte San Chinarro-Centro Integral Oncologico Clara Campal, Madrid, Spain
| | | | | | - Joan Maurel
- Translational Genomics and Targeted Therapies in Solid Tumors, Medical Oncology Department, Hospital Clínic de Barcelona, C/ Villaroel, 170, 08036, Barcelona, Spain.
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Zheng X, Ma Y, Bai Y, Huang T, Lv X, Deng J, Wang Z, Lian W, Tong Y, Zhang X, Yue M, Zhang Y, Li L, Peng M. Identification and validation of immunotherapy for four novel clusters of colorectal cancer based on the tumor microenvironment. Front Immunol 2022; 13:984480. [PMID: 36389763 PMCID: PMC9650243 DOI: 10.3389/fimmu.2022.984480] [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: 07/02/2022] [Accepted: 10/07/2022] [Indexed: 12/24/2022] Open
Abstract
The incidence and mortality of colorectal cancer (CRC) are increasing year by year. The accurate classification of CRC can realize the purpose of personalized and precise treatment for patients. The tumor microenvironment (TME) plays an important role in the malignant progression and immunotherapy of CRC. An in-depth understanding of the clusters based on the TME is of great significance for the discovery of new therapeutic targets for CRC. We extracted data on CRC, including gene expression profile, DNA methylation array, somatic mutations, clinicopathological information, and copy number variation (CNV), from The Cancer Genome Atlas (TCGA), Gene Expression Omnibus (GEO) (four datasets-GSE14333, GSE17538, GSE38832, and GSE39582), cBioPortal, and FireBrowse. The MCPcounter was utilized to quantify the abundance of 10 TME cells for CRC samples. Cluster repetitive analysis was based on the Hcluster function of the Pheatmap package in R. The ESTIMATE package was applied to compute immune and stromal scores for CRC patients. PCA analysis was used to remove batch effects among different datasets and transform genome-wide DNA methylation profiling into methylation of tumor-infiltrating lymphocyte (MeTIL). We evaluated the mutation differences of the clusters using MOVICS, DeconstructSigs, and GISTIC packages. As for therapy, TIDE and SubMap analyses were carried out to forecast the immunotherapy response of the clusters, and chemotherapeutic sensibility was estimated based on the pRRophetic package. All results were verified in the TCGA and GEO data. Four immune clusters (ImmClust-CS1, ImmClust-CS2, ImmClust-CS3, and ImmClust-CS4) were identified for CRC. The four ImmClusts exhibited distinct TME compositions, cancer-associated fibroblasts (CAFs), functional orientation, and immune checkpoints. The highest immune, stromal, and MeTIL scores were observed in CS2, in contrast to the lowest scores in CS4. CS1 may respond to immunotherapy, while CS2 may respond to immunotherapy after anti-CAFs. Among the four ImmClusts, the top 15 markers with the highest mutation frequency were acquired, and CS1 had significantly lower CNA on the focal level than other subtypes. In addition, CS1 and CS2 patients had more stable chromosomes than CS3 and CS4. The most sensitive chemotherapeutic agents in these four ImmClusts were also found. IHC results revealed that CD29 stained significantly darker in the cancer samples, indicating that their CD29 was highly expressed in colon cancer. This work revealed the novel clusters based on TME for CRC, which would guide in predicting the prognosis, biological features, and appropriate treatment for patients with CRC.
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Affiliation(s)
- Xiaoyong Zheng
- Department of Digestion, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Yajie Ma
- Department of Medical Affair, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Yan Bai
- Department of Digestion, Zhengzhou First People’s Hospital, Zhengzhou, China
| | - Tao Huang
- Medical School, Huanghe Science and Technology University, Zhengzhou, China
| | - Xuefeng Lv
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jinhai Deng
- Richard Dimbleby Department of Cancer Research, Comprehensive Cancer Centre, Kings College London, London, United Kingdom
| | - Zhongquan Wang
- Department of Clinical Laboratory, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Wenping Lian
- Department of Clinical Laboratory, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Yalin Tong
- Department of Digestion, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xinyu Zhang
- Department of Medical Affair, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Miaomiao Yue
- Department of Digestion, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Yan Zhang
- Department of Digestion, Henan Provincial Third People’s Hospital, Zhengzhou, China
| | - Lifeng Li
- Medical School, Huanghe Science and Technology University, Zhengzhou, China
- Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Internet Medical and System Applications of National Engineering Laboratory, Zhengzhou, China
| | - Mengle Peng
- Department of Clinical Laboratory, Henan Provincial Third People’s Hospital, Zhengzhou, China
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Cavalieri S, Serafini MS, Carenzo A, Canevari S, Lenoci D, Pistore F, Miceli R, Vecchio S, Ferrari D, Moro C, Sponghini A, Caldara A, Rocca MC, Secondino S, Moretti G, Denaro N, Caponigro F, Vaccher E, Rinaldi G, Ferraù F, Bossi P, Licitra L, De Cecco L. An Inflammatory Signature to Predict the Clinical Benefit of First-Line Cetuximab Plus Platinum-Based Chemotherapy in Recurrent/Metastatic Head and Neck Cancer. Cells 2022; 11:cells11193176. [PMID: 36231138 PMCID: PMC9563947 DOI: 10.3390/cells11193176] [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: 09/03/2022] [Revised: 10/04/2022] [Accepted: 10/07/2022] [Indexed: 11/28/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) pathway has been shown to play a crucial role in several inflammatory conditions and host immune-inflammation status is related to tumor prognosis. This study aims to evaluate the prognostic significance of a four-gene inflammatory signature in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) patients treated with the EGFR inhibitor cetuximab plus chemotherapy. The inflammatory signature was assessed on 123 R/M HNSCC patients, enrolled in the multicenter trial B490 receiving first-line cetuximab plus platinum-based chemotherapy. The primary endpoint of the study was progression free survival (PFS), while secondary endpoints were overall survival (OS) and objective response rate (ORR). The patient population was subdivided into 3 groups according to the signature score groups. The four-genes-signature proved a significant prognostic value, resulting in a median PFS of 9.2 months in patients with high vs. 6.2 months for intermediate vs. 3.9 months for low values (p = 0.0016). The same findings were confirmed for OS, with median time of 18.4, 13.4, and 7.5 months for high, intermediate, and low values of the score, respectively (p = 0.0001). When ORR was considered, the signature was significantly higher in responders than in non-responders (p = 0.0092), reaching an area under the curve (AUC) of 0.65 (95% CI: 0.55–0.75). Our findings highlight the role of inflammation in the response to cetuximab and chemotherapy in R/M-HNSCC and may have translational implications for improving treatment selection.
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Affiliation(s)
- Stefano Cavalieri
- Head and Neck Medical Oncology Department, Fondazione IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori, 20133 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Mara Serena Serafini
- Molecular Mechanisms Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Andrea Carenzo
- Molecular Mechanisms Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Silvana Canevari
- Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Deborah Lenoci
- Molecular Mechanisms Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Federico Pistore
- Head and Neck Medical Oncology Department, Fondazione IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Rosalba Miceli
- Clinical Epidemiology and Trial Organization, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Stefania Vecchio
- Medical Oncology, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Daris Ferrari
- Medical Oncology, Ospedali Santi Paolo e Carlo, 20142 Milan, Italy
| | - Cecilia Moro
- Medical Oncology, Azienda Ospedaliera Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Andrea Sponghini
- Medical Oncology, A.O. Universitaria Maggiore della Carità, 28100 Novara, Italy
| | - Alessia Caldara
- Medical Oncology, Ospedale Santa Chiara, 38122 Trento, Italy
| | - Maria Cossu Rocca
- Division of Urogenital and Head and Neck Medical Oncology, European Institute of Oncology IRCCS, 20133 Milan, Italy
| | - Simona Secondino
- Medical Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | | | - Nerina Denaro
- Medical Oncology, St. Croce e Carle University Teaching Hospital and ARCO Foundation, 12045 Cuneo, Italy
| | - Francesco Caponigro
- Medical Oncology, Istituto Nazionale Tumori-IRCCS-Fondazione Pascale, 80131 Naples, Italy
| | - Emanuela Vaccher
- Medical Oncology and Immune-Related Tumours, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081 Aviano, Italy
| | - Gaetana Rinaldi
- Medical Oncology, AOU Policlinico "Paolo Giaccone", 90127 Palermo, Italy
| | | | - Paolo Bossi
- Head and Neck Medical Oncology Department, Fondazione IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Lisa Licitra
- Head and Neck Medical Oncology Department, Fondazione IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Istituto Nazionale dei Tumori, 20133 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Loris De Cecco
- Molecular Mechanisms Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
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Shi X, Wang P, Zhu Y, Li L, Yang T, Sun J, He L, Zhou N, Zhang P. Regulation of survivin and caspase/Bcl-2/Cyto-C signaling by TDB-6 induces apoptosis of colorectal carcinoma LoVo cells. J Gastrointest Oncol 2022; 13:2322-2332. [PMID: 36388656 PMCID: PMC9660084 DOI: 10.21037/jgo-22-780] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 09/08/2022] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Colorectal carcinoma (CRC) treatment remains severe. Survivin is aberrantly overexpressed in CRC tissues and might be a potential target for CRC treatment. TDB-6 is a new taspine derivative. The purpose of this study is to investigate the inhibitory effect of TDB-6 on CRC and its underlying mechanism. METHODS The MTT assay and xenograft model were utilized to investigate the inhibitory effect of TDB-6 on LoVo cells in vitro and in vivo. Hoechst staining and Annexin-V FITC/PI analysis were conducted to study the effect of TDB-6 on LoVo cell apoptosis. Mitochondrial membrane potential (Δψm) assay was conducted to demonstrated whether TDB-6 could induce mitochondrial-mediated apoptosis of LoVo cells. Western blotting was conducted to investigate the effect of TDB-6 on survivin protein and caspase/Bcl-2/Cyto-C signaling. RESULTS The results indicated that TDB-6 induced mitochondria-mediated apoptosis and inhibited the proliferation and growth of LoVo cells in vitro and in vivo. Mechanistic investigation utilizing western blotting indicated that TDB-6 inhibited survivin protein expression, and the inhibitory effect was augmented by TDB-6 and YM-155 co-administration, which revealed that TDB-6 might induce apoptosis of LoVo cells by targeted regulation of survivin. TDB-6 also regulated survivin downstream signaling. It significantly increased the protein level of cleaved caspase-3, cleaved caspase-7, cleaved caspase-9, cleaved-PARP, and Cyto-C, and decreased the protein level of Bcl-2. CONCLUSIONS TDB-6 might be a promising survivin inhibitor with great potential for CRC treatment.
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Affiliation(s)
- Xianpeng Shi
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Pengchong Wang
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Yaning Zhu
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Li Li
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Tongfei Yang
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Jingying Sun
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Langchong He
- School of Pharmacy, Health Science Center, Xi’an Jiaotong University, Xi’an, China
| | - Nan Zhou
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
| | - Peng Zhang
- Department of Pharmacy, Shaanxi Provincial People’s Hospital, Xi’an, China
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72
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Johnson RM, Qu X, Lin CF, Huw LY, Venkatanarayan A, Sokol E, Ou FS, Ihuegbu N, Zill OA, Kabbarah O, Wang L, Bourgon R, de Sousa E Melo F, Bolen C, Daemen A, Venook AP, Innocenti F, Lenz HJ, Bais C. ARID1A mutations confer intrinsic and acquired resistance to cetuximab treatment in colorectal cancer. Nat Commun 2022; 13:5478. [PMID: 36117191 PMCID: PMC9482920 DOI: 10.1038/s41467-022-33172-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 09/05/2022] [Indexed: 11/25/2022] Open
Abstract
Most colorectal (CRC) tumors are dependent on EGFR/KRAS/BRAF/MAPK signaling activation. ARID1A is an epigenetic regulator mutated in approximately 5% of non-hypermutated CRC tumors. Here we show that anti-EGFR but not anti-VEGF treatment enriches for emerging ARID1A mutations in CRC patients. In addition, we find that patients with ARID1A mutations, at baseline, are associated with worse outcome when treated with cetuximab- but not bevacizumab-containing therapies; thus, this suggests that ARID1A mutations may provide both an acquired and intrinsic mechanism of resistance to anti-EGFR therapies. We find that, ARID1A and EGFR-pathway genetic alterations are mutually exclusive across lung and colorectal cancers, further supporting a functional connection between these pathways. Our results not only suggest that ARID1A could be potentially used as a predictive biomarker for cetuximab treatment decisions but also provide a rationale for exploring therapeutic MAPK inhibition in an unexpected but genetically defined segment of CRC patients. ARID1A is an epigenetic regulator mutated in approximately 5% of non-hypermutated colorectal cancer tumors, however, its relationship with treatment response remains to be explored. Here, the authors suggest that ARID1A mutations may confer intrinsic and acquired resistance to cetuximab treatment.
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Affiliation(s)
- Radia M Johnson
- Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA, USA.
| | - Xueping Qu
- Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA.
| | - Chu-Fang Lin
- Real World Data Science Analytics, Genentech, Inc., South San Francisco, CA, USA
| | - Ling-Yuh Huw
- Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA
| | | | - Ethan Sokol
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Fang-Shu Ou
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN, USA
| | | | - Oliver A Zill
- Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA, USA
| | - Omar Kabbarah
- Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA
| | - Lisa Wang
- Real World Data Science Analytics, Genentech, Inc., South San Francisco, CA, USA
| | - Richard Bourgon
- Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA, USA
| | | | - Chris Bolen
- Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA, USA
| | - Anneleen Daemen
- Bioinformatics & Computational Biology, Genentech, Inc., South San Francisco, CA, USA
| | - Alan P Venook
- University of California, San Francisco, San Francisco, CA, USA
| | | | | | - Carlos Bais
- Oncology Biomarker Development, Genentech, Inc., South San Francisco, CA, USA.
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Hintzen G, Dulat HJ, Rajkovic E. Engaging innate immunity for targeting the epidermal growth factor receptor: Therapeutic options leveraging innate immunity versus adaptive immunity versus inhibition of signaling. Front Oncol 2022; 12:892212. [PMID: 36185288 PMCID: PMC9518002 DOI: 10.3389/fonc.2022.892212] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 07/28/2022] [Indexed: 12/15/2022] Open
Abstract
The epidermal growth factor receptor (EGFR) is a key player in the normal tissue physiology and the pathology of cancer. Therapeutic approaches have now been developed to target oncogenic genetic aberrations of EGFR, found in a subset of tumors, and to take advantage of overexpression of EGFR in tumors. The development of small-molecule inhibitors and anti-EGFR antibodies targeting EGFR activation have resulted in effective but limited treatment options for patients with mutated or wild-type EGFR-expressing cancers, while therapeutic approaches that deploy effectors of the adaptive or innate immune system are still undergoing development. This review discusses EGFR-targeting therapies acting through distinct molecular mechanisms to destroy EGFR-expressing cancer cells. The focus is on the successes and limitations of therapies targeting the activation of EGFR versus those that exploit the cytotoxic T cells and innate immune cells to target EGFR-expressing cancer cells. Moreover, we discuss alternative approaches that may have the potential to overcome limitations of current therapies; in particular the innate cell engagers are discussed. Furthermore, this review highlights the potential to combine innate cell engagers with immunotherapies, to maximize their effectiveness, or with unspecific cell therapies, to convert them into tumor-specific agents.
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Akhoundova D, Rubin MA. Clinical application of advanced multi-omics tumor profiling: Shaping precision oncology of the future. Cancer Cell 2022; 40:920-938. [PMID: 36055231 DOI: 10.1016/j.ccell.2022.08.011] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/22/2022] [Accepted: 08/11/2022] [Indexed: 12/17/2022]
Abstract
Next-generation DNA sequencing technology has dramatically advanced clinical oncology through the identification of therapeutic targets and molecular biomarkers, leading to the personalization of cancer treatment with significantly improved outcomes for many common and rare tumor entities. More recent developments in advanced tumor profiling now enable dissection of tumor molecular architecture and the functional phenotype at cellular and subcellular resolution. Clinical translation of high-resolution tumor profiling and integration of multi-omics data into precision treatment, however, pose significant challenges at the level of prospective validation and clinical implementation. In this review, we summarize the latest advances in multi-omics tumor profiling, focusing on spatial genomics and chromatin organization, spatial transcriptomics and proteomics, liquid biopsy, and ex vivo modeling of drug response. We analyze the current stages of translational validation of these technologies and discuss future perspectives for their integration into precision treatment.
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Affiliation(s)
- Dilara Akhoundova
- Department for BioMedical Research, University of Bern, 3008 Bern, Switzerland; Department of Medical Oncology, Inselspital, University Hospital of Bern, 3010 Bern, Switzerland
| | - Mark A Rubin
- Department for BioMedical Research, University of Bern, 3008 Bern, Switzerland; Bern Center for Precision Medicine, Inselspital, University Hospital of Bern, 3008 Bern, Switzerland.
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Zhang C, Wang H. Accurate treatment of small cell lung cancer: Current progress, new challenges and expectations. Biochim Biophys Acta Rev Cancer 2022; 1877:188798. [PMID: 36096336 DOI: 10.1016/j.bbcan.2022.188798] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/19/2022] [Accepted: 09/05/2022] [Indexed: 11/28/2022]
Abstract
Small cell lung cancer (SCLC) is a deadly disease with poor prognosis. Fast growing speed, inclination to metastasis, enrichment in cancer stem cells altogether constitute its aggressive nature. In stark contrast to non-small cell lung cancer (NSCLC) that strides vigorously on the road to precision oncology, SCLC has been on the embryonic path to achieve effective personalized treatments. The survival of patients with SCLC have not been improved greatly, which could be possibly due to our inadequate understanding of genetic alterations of SCLC. Recently, encouraging effects have been observed in patients with SCLC undergoing immunotherapy. However, exciting results have only been observed in a small fraction of patients with SCLC, warranting biomarkers predictive of responses as well as novel therapeutic strategies. In addition, SCLC has previously been viewed to be homogeneous. However, perspectives have been changed thanks to the advances in sequencing techniques and platforms, which unfolds the complex heterogeneity of SCLC both genetically and non-genetically, rendering the treatment of SCLC a further step forward into the precision era. To outline the road of SCLC towards precision oncology, we summarize the progresses and achievements made in precision treatment in SCLC in genomic, transcriptomic, epigenetic, proteomic and metabolic dimensions. Moreover, we conclude relevant therapeutic vulnerabilities in SCLC. Clinically tested drugs and clinical trials have also been demonstrated. Ultimately, we look into the opportunities and challenges ahead to advance the individualized treatment in pursuit of improved survival for patients with SCLC.
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Affiliation(s)
- Chenyue Zhang
- Department of Integrated Therapy, Fudan University Shanghai Cancer Center, Shanghai Medical College, Shanghai, China
| | - Haiyong Wang
- Department of Internal Medicine-Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.
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Zhao PY, Jiao YN, Ma ZF, Yan Y, Li YX, Hu SD, Li SY, Du XH. Publication trends and hotspots of drug resistance in colorectal cancer during 2002-2021: A bibliometric and visualized analysis. Front Oncol 2022; 12:947658. [PMID: 36110958 PMCID: PMC9469653 DOI: 10.3389/fonc.2022.947658] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 08/11/2022] [Indexed: 12/24/2022] Open
Abstract
BackgroundChemotherapy, radiotherapy, targeted therapy and immunotherapy have demonstrated expected clinical efficacy, while drug resistance remains the predominant limiting factor to therapeutic failure in patients with colorectal cancer (CRC). Although there have been numerous basic and clinical studies on CRC resistance in recent years, few publications utilized the bibliometric method to evaluate this field. The objective of current study was to provide a comprehensive analysis of the current state and changing trends of drug resistance in CRC over the past 20 years.MethodsThe Web of Science Core Collection (WOSCC) was utilized to extracted all studies regarding drug resistance in CRC during 2002-2021. CiteSpace and online platform of bibliometrics were used to evaluate the contributions of various countries/regions, institutions, authors and journals in this field. Moreover, the recent research hotspots and promising future trends were identified through keywords analysis by CiteSpace and VOSviewer.Results1451 related publications from 2002 to 2021 in total were identified and collected. The number of global publications in this field has increased annually. China and the USA occupied the top two places with respect to the number of publications, contributing more than 60% of global publications. Sun Yat-sen University and Oncotarget were the institution and journal which published the most papers, respectively. Bardelli A from Italy was the most prolific writer and had the highest H-index. Keywords burst analysis identified that “Growth factor receptor”, “induced apoptosis” and “panitumumab” were the ones with higher burst strength in the early stage of this field. Analysis of keyword emergence time showed that “oxaliplatin resistance”, “MicroRNA” and “epithelial mesenchymal transition (EMT)” were the keywords with later average appearing year (AAY).ConclusionsThe number of publications and research interest on drug resistance in CRC have been increasing annually. The USA and China were the main driver and professor Bardelli A was the most outstanding researcher in this field. Previous studies have mainly concentrated on growth factor receptor and induced apoptosis. Oxaliplatin resistance, microRNA and EMT as recently appeared frontiers of research that should be closely tracked in the future.
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Affiliation(s)
| | | | | | | | | | | | | | - Xiao-hui Du
- *Correspondence: Xiao-hui Du, ; Peng-yue Zhao,
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Dankner M, Wang Y, Fazelzad R, Johnson B, Nebhan CA, Dagogo-Jack I, Myall NJ, Richtig G, Bracht JW, Gerlinger M, Shinozaki E, Yoshino T, Kotani D, Fangusaro JR, Gautschi O, Mazieres J, Sosman JA, Kopetz S, Subbiah V, Davies MA, Groover AL, Sullivan RJ, Flaherty KT, Johnson DB, Benedetti A, Cescon DW, Spreafico A, Zogopoulos G, Rose AA. Clinical Activity of Mitogen-Activated Protein Kinase-Targeted Therapies in Patients With Non-V600 BRAF-Mutant Tumors. JCO Precis Oncol 2022; 6:e2200107. [PMID: 35977349 PMCID: PMC10530862 DOI: 10.1200/po.22.00107] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/29/2022] [Accepted: 06/23/2022] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Non-V600 mutations comprise approximately 35% of all BRAF mutations in cancer. Many of these mutations have been identified as oncogenic drivers and can be classified into three classes according to molecular characteristics. Consensus treatment strategies for class 2 and 3 BRAF mutations have not yet been established. METHODS We performed a systematic review and meta-analysis with published reports of individual patients with cancer harboring class 2 or 3 BRAF mutations from 2010 to 2021, to assess treatment outcomes with US Food and Drug Administration-approved mitogen-activated protein kinase (MAPK) pathway targeted therapy (MAPK TT) according to BRAF class, cancer type, and MAPK TT type. Coprimary outcomes were response rate and progression-free survival. RESULTS A total of 18,167 studies were screened, identifying 80 studies with 238 patients who met inclusion criteria. This included 167 patients with class 2 and 71 patients with class 3 BRAF mutations. Overall, 77 patients achieved a treatment response. In both univariate and multivariable analyses, response rate and progression-free survival were higher among patients with class 2 compared with class 3 mutations, findings that remain when analyses are restricted to patients with melanoma or lung primary cancers. MEK ± BRAF inhibitors demonstrated greater clinical activity in class 2 compared with class 3 BRAF-mutant tumors than BRAF or EGFR inhibitors. CONCLUSION This meta-analysis suggests that MAPK TTs have clinical activity in some class 2 and 3 BRAF-mutant cancers. BRAF class may dictate responsiveness to current and emerging treatment strategies, particularly in melanoma and lung cancers. Together, this analysis provides clinical validation of predictions made on the basis of a mutation classification system established in the preclinical literature. Further evaluation with prospective clinical trials is needed for this population.
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Affiliation(s)
- Matthew Dankner
- Lady Davis Institute, Segal Cancer Centre, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, Québec, Canada
- Faculty of Medicine, McGill University, Montréal, Québec, Canada
| | - Yifan Wang
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, Québec, Canada
- Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Department of Surgery, McGill University, Montréal, Québec, Canada
- Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - Rouhi Fazelzad
- Library and Information Services, University Health Network, Toronto, Ontario, Canada
- Division of Medical Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Benny Johnson
- The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Gastrointestinal Medical Oncology, Houston, TX
| | | | - Ibiayi Dagogo-Jack
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | | | - Georg Richtig
- Division of Oncology, Medical University of Graz, Graz, Austria
| | | | - Marco Gerlinger
- Barts Cancer Institute, Queen Mary University of London and St Bartholomew's Hospital, London, United Kingdom
| | - Eiji Shinozaki
- Japanese Foundation for Cancer Research Cancer Institute Hospital, Tokyo, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Daisuke Kotani
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | | | - Oliver Gautschi
- University of Bern and Cantonal Hospital of Lucerne, Lucerne, Switzerland
| | - Julien Mazieres
- Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | | | - Scott Kopetz
- The University of Texas MD Anderson Cancer Center, Houston, TX
- Department of Gastrointestinal Medical Oncology, Houston, TX
| | - Vivek Subbiah
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Ryan J. Sullivan
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | - Keith T. Flaherty
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
| | | | - Andrea Benedetti
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - David W. Cescon
- Division of Medical Oncology, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Anna Spreafico
- Division of Medical Oncology, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - George Zogopoulos
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montréal, Québec, Canada
- Faculty of Medicine, McGill University, Montréal, Québec, Canada
- Department of Surgery, McGill University, Montréal, Québec, Canada
- Research Institute of the McGill University Health Centre, McGill University, Montréal, Québec, Canada
| | - April A.N. Rose
- Lady Davis Institute, Segal Cancer Centre, Jewish General Hospital, McGill University, Montréal, Québec, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Oncology, McGill University, Montréal, Québec, Canada
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Vaquero J, Pavy A, Gonzalez-Sanchez E, Meredith M, Arbelaiz A, Fouassier L. Genetic alterations shaping tumor response to anti-EGFR therapies. Drug Resist Updat 2022; 64:100863. [DOI: 10.1016/j.drup.2022.100863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Kumbrink J, Bohlmann L, Mamlouk S, Redmer T, Peilstöcker D, Li P, Lorenzen S, Algül H, Kasper S, Hempel D, Kaiser F, Michl M, Bartsch H, Neumann J, Klauschen F, von Bergwelt-Baildon M, Modest DP, Stahler A, Stintzing S, Jung A, Kirchner T, Schäfer R, Heinemann V, Holch JW. Serial Analysis of Gene Mutations and Gene Expression during First-Line Chemotherapy against Metastatic Colorectal Cancer: Identification of Potentially Actionable Targets within the Multicenter Prospective Biomarker Study REVEAL. Cancers (Basel) 2022; 14:cancers14153631. [PMID: 35892888 PMCID: PMC9367450 DOI: 10.3390/cancers14153631] [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: 06/24/2022] [Revised: 07/21/2022] [Accepted: 07/22/2022] [Indexed: 12/10/2022] Open
Abstract
Simple Summary The emergence of resistant cells remains a major obstacle for chemotherapy treatment of metastatic colorectal cancers. Improvement of the therapeutic response requires a thorough understanding of the mechanisms of resistance as well as informative biomarkers. In the REVEAL study, we have systematically compared the mutational patterns and expression profiles of primary tumor specimens before and after first-line chemotherapy treatment in the metastatic situation. In addition, we analyzed liquid biopsies pre, during, and after treatment. Alterations in gene expression appeared as the major drivers of chemotherapy resistance. We identified a gene expression signature differentiating primary tumors and metastases and validated this signature in two independent patient cohorts. Moreover, we evaluated the expression of two signature genes, SFRP2 and SPP1, as prognostic and potentially druggable biomarkers. Abstract Most metastatic colorectal cancer (mCRC) patients succumb to refractory disease due to secondary chemotherapy resistance. To elucidate the molecular changes associated with secondary resistance, we recruited 64 patients with mCRC and hepatic metastases before standard first-line chemotherapy between 2014 and 2018. We subjected DNA from primary tumor specimens (P), hepatic metastasis specimens after treatment (M), and liquid biopsies (L) taken prior to (pre), during (intra), and after (post) treatment to next generation sequencing. We performed Nanostring expression analysis in P and M specimens. Comparative bioinformatics and statistical analysis revealed typical mutational patterns with frequent alterations in TP53, APC, and KRAS in P specimens (n = 48). P and pre-L (n = 42), as well as matched P and M (n = 30), displayed a similar mutation spectrum. In contrast, gene expression profiles classified P (n = 31) and M (n = 23), distinguishable by up-regulation of immune/cytokine receptor and autophagy programs. Switching of consensus molecular subtypes from P to M occurred in 58.3% of cases. M signature genes SFRP2 and SPP1 associated with inferior survival, as validated in an independent cohort. Molecular changes during first-line treatment were detectable by expression profiling rather than by mutational tumor and liquid biopsy analyses. SFRP2 and SPP1 may serve as biomarkers and/or actionable targets.
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Affiliation(s)
- Jörg Kumbrink
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
- Correspondence:
| | - Lisa Bohlmann
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
| | - Soulafa Mamlouk
- Partner Site Berlin, German Cancer Consortium (DKTK), 10117 Berlin, Germany; (S.M.); (D.P.M.); (A.S.); (S.S.); (R.S.)
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Institute of Pathology, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Torben Redmer
- Institute of Medical Biochemistry, University of Veterinary Medicine Vienna, 1210 Vienna, Austria;
| | - Daniela Peilstöcker
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
| | - Pan Li
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
| | - Sylvie Lorenzen
- Klinik und Poliklinik für Innere Medizin III, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany;
| | - Hana Algül
- School of Medicine, Technical University of Munich, 81675 Munich, Germany;
- Comprehensive Cancer Center Munich, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany
| | - Stefan Kasper
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, 45147 Essen, Germany;
| | - Dirk Hempel
- Steinbeishochschule Berlin, 12489 Berlin, Germany;
- Steinbeis Transfer Institute Clinical Hematology-Oncology, 86609 Donauwörth, Germany
| | | | - Marlies Michl
- Department of Medicine III, University Hospital, LMU Munich, 81377 Munich, Germany;
- Comprehensive Cancer Center, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Harald Bartsch
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
| | - Jens Neumann
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
| | - Frederick Klauschen
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
| | - Michael von Bergwelt-Baildon
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
- Department of Medicine III, University Hospital, LMU Munich, 81377 Munich, Germany;
| | - Dominik Paul Modest
- Partner Site Berlin, German Cancer Consortium (DKTK), 10117 Berlin, Germany; (S.M.); (D.P.M.); (A.S.); (S.S.); (R.S.)
- Department of Hematology, Oncology and Cancer Immunology (CCM), Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Arndt Stahler
- Partner Site Berlin, German Cancer Consortium (DKTK), 10117 Berlin, Germany; (S.M.); (D.P.M.); (A.S.); (S.S.); (R.S.)
- Department of Hematology, Oncology and Cancer Immunology (CCM), Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Sebastian Stintzing
- Partner Site Berlin, German Cancer Consortium (DKTK), 10117 Berlin, Germany; (S.M.); (D.P.M.); (A.S.); (S.S.); (R.S.)
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Department of Hematology, Oncology and Cancer Immunology (CCM), Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Andreas Jung
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
| | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University of Munich (LMU), 80337 Munich, Germany; (L.B.); (D.P.); (P.L.); (H.B.); (J.N.); (F.K.); (A.J.); (T.K.)
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
| | - Reinhold Schäfer
- Partner Site Berlin, German Cancer Consortium (DKTK), 10117 Berlin, Germany; (S.M.); (D.P.M.); (A.S.); (S.S.); (R.S.)
- Charité Comprehensive Cancer Center, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Volker Heinemann
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
- Department of Medicine III, University Hospital, LMU Munich, 81377 Munich, Germany;
- Comprehensive Cancer Center, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Julian W. Holch
- Partner Site Munich, German Cancer Consortium (DKTK), 80336 Munich, Germany; (M.v.B.-B.); (V.H.); (J.W.H.)
- Department of Medicine III, University Hospital, LMU Munich, 81377 Munich, Germany;
- Comprehensive Cancer Center, University Hospital, LMU Munich, 81377 Munich, Germany
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80
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Clonal evolution and expansion associated with therapy resistance and relapse of colorectal cancer. MUTATION RESEARCH. REVIEWS IN MUTATION RESEARCH 2022; 790:108445. [PMID: 36371022 DOI: 10.1016/j.mrrev.2022.108445] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/10/2022]
Abstract
Colorectal cancer (CRC) arises by a continuous process of genetic diversification and clonal evolution. Multiple genes and pathways have a role in tumor initiation and progression. The gradual accumulation of genetic and epigenetic processes leads to the establishment of adenoma and cancer. The important 'driver' mutations in tumor suppressor genes (such as TP53, APC, and SMAD4) and oncogenes (such as KRAS, NRAS, MET, and PIK3CA) confer selective growth advantages and cause CRC advancement. Clonal evolution induced by therapeutic pressure, as well as intra-tumoral heterogeneity, has been a great challenge in the treatment of metastatic CRC. Tumors often develop resistance to treatments as a result of intra-tumor heterogeneity, clonal evolution, and selection. Hence, the development of a multidrug personalized approach should be prioritized to pave the way for therapeutics repurposing and combination therapy to arrest tumor progression. This review summarizes how selective drug pressure can impact tumor evolution, resulting in the formation of polyclonal resistance mechanisms, ultimately promoting cancer progression. Current strategies for targeting clonal evolution are described. By understanding sources and consequences of tumor heterogeneity, customized and effective treatment plans to combat drug resistance may be devised.
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81
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Mutant RAS and the tumor microenvironment as dual therapeutic targets for advanced colorectal cancer. Cancer Treat Rev 2022; 109:102433. [PMID: 35905558 DOI: 10.1016/j.ctrv.2022.102433] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/23/2022] [Accepted: 06/27/2022] [Indexed: 11/20/2022]
Abstract
RAS genes are the most frequently mutated oncogenes in cancer. These mutations occur in roughly half of the patients with colorectal cancer (CRC). RAS mutant tumors are resistant to therapy with anti-EGFR monoclonal antibodies. Therefore, patients with RAS mutant CRC currently have few effective therapy options. RAS mutations lead to constitutively active RAS GTPases, involved in multiple downstream signaling pathways. These alterations are associated with a tumor microenvironment (TME) that drives immune evasion and disease progression by mechanisms that remain incompletely understood. In this review, we focus on the available evidence in the literature explaining the potential effects of RAS mutations on the CRC microenvironment. Ongoing efforts to influence the TME by targeting mutant RAS and thereby sensitizing these tumors to immunotherapy will be discussed as well.
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82
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Loria R, Vici P, Di Lisa FS, Soddu S, Maugeri-Saccà M, Bon G. Cross-Resistance Among Sequential Cancer Therapeutics: An Emerging Issue. Front Oncol 2022; 12:877380. [PMID: 35814399 PMCID: PMC9259985 DOI: 10.3389/fonc.2022.877380] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/04/2022] [Indexed: 11/13/2022] Open
Abstract
Over the past two decades, cancer treatment has benefited from having a significant increase in the number of targeted drugs approved by the United States Food and Drug Administration. With the introduction of targeted therapy, a great shift towards a new era has taken place that is characterized by reduced cytotoxicity and improved clinical outcomes compared to traditional chemotherapeutic drugs. At present, targeted therapies and other systemic anti-cancer therapies available (immunotherapy, cytotoxic, endocrine therapies and others) are used alone or in combination in different settings (neoadjuvant, adjuvant, and metastatic). As a result, it is not uncommon for patients affected by an advanced malignancy to receive subsequent anti-cancer therapies. In this challenging complexity of cancer treatment, the clinical pathways of real-life patients are often not as direct as predicted by standard guidelines and clinical trials, and cross-resistance among sequential anti-cancer therapies represents an emerging issue. In this review, we summarize the main cross-resistance events described in the diverse tumor types and provide insight into the molecular mechanisms involved in this process. We also discuss the current challenges and provide perspectives for the research and development of strategies to overcome cross-resistance and proceed towards a personalized approach.
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Affiliation(s)
- Rossella Loria
- Cellular Network and Molecular Therapeutic Target Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Patrizia Vici
- Unit of Phase IV Trials, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Francesca Sofia Di Lisa
- Unit of Phase IV Trials, IRCCS Regina Elena National Cancer Institute, Rome, Italy
- Medical Oncology A, Department of Radiological, Oncological, and Anatomo-Pathological Sciences, Umberto I University Hospital, University Sapienza, Rome, Italy
| | - Silvia Soddu
- Cellular Network and Molecular Therapeutic Target Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Marcello Maugeri-Saccà
- Division of Medical Oncology 2, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Giulia Bon
- Cellular Network and Molecular Therapeutic Target Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
- *Correspondence: Giulia Bon,
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83
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Lin J, Zheng R, Huang L, Tu Y, Li X, Chen J. Folic acid-mediated MSNs@Ag@Geb multifunctional nanocomposite heterogeneous platform for combined therapy of non-small cell lung cancer. Colloids Surf B Biointerfaces 2022; 217:112639. [PMID: 35759894 DOI: 10.1016/j.colsurfb.2022.112639] [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: 02/16/2022] [Revised: 06/06/2022] [Accepted: 06/12/2022] [Indexed: 11/27/2022]
Abstract
Molecularly targeted drugs are flourishing in the clinical treatment of non-small cell lung cancer (NSCLC). However, the treatment of a single drug (such as Gefitinib (Geb)) had defects such as poor pharmacokinetics, insufficient drug delivery, and considerable toxic side effects, which greatly affect its therapeutic efficacy against NSCLC. To solve these issues, this study developed a new nanocomposite heterogeneous platform (MSNs@Ag@Geb-FA) that combined photothermal therapy and molecular targeted therapy. The high specific surface area empowered mesoporous silicon dioxide (SiO2) heterostructure the ability to efficiently load Ag photothermal agents and anti-tumor drug Geb. Meanwhile, a favorable pH response (degradation of residual MnO2) achieved the controlled release of Ag and Geb. Besides, the targeting and endocytosis properties of nano drugs were greatly improved through the modification of folic acid (FA). Both in vivo and in vitro experiments authenticated that this nanocomposite heterogeneous platform could effectively integrate the multiple tumor suppressor properties of Ag nanoparticles and cooperate with Geb to hasten A549 cell apoptosis, thereby achieving a favorable anti-tumor effect. This heterogeneous structure of the nanocomposite heterogeneous platform could provide an effective strategy for the treatment of NSCLC.
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Affiliation(s)
- Jianbo Lin
- Department of Thoracic Surgery, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China
| | - Rujie Zheng
- Department of Anesthesiology, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China
| | - Liping Huang
- Pharmaceutical Department, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China
| | - Yuanrong Tu
- Department of Thoracic Surgery, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China
| | - Xu Li
- Department of Thoracic Surgery, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China
| | - Jianfeng Chen
- Department of Thoracic Surgery, First Affiliated Hospital of Fujian Medical University, 350005 Fuzhou, Fujian, China.
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84
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Drug Resistance in Colorectal Cancer: From Mechanism to Clinic. Cancers (Basel) 2022; 14:cancers14122928. [PMID: 35740594 PMCID: PMC9221177 DOI: 10.3390/cancers14122928] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/03/2022] [Accepted: 06/07/2022] [Indexed: 12/11/2022] Open
Abstract
Colorectal cancer (CRC) is one of the leading causes of death worldwide. The 5-year survival rate is 90% for patients with early CRC, 70% for patients with locally advanced CRC, and 15% for patients with metastatic CRC (mCRC). In fact, most CRC patients are at an advanced stage at the time of diagnosis. Although chemotherapy, molecularly targeted therapy and immunotherapy have significantly improved patient survival, some patients are initially insensitive to these drugs or initially sensitive but quickly become insensitive, and the emergence of such primary and secondary drug resistance is a significant clinical challenge. The most direct cause of resistance is the aberrant anti-tumor drug metabolism, transportation or target. With more in-depth research, it is found that cell death pathways, carcinogenic signals, compensation feedback loop signal pathways and tumor immune microenvironment also play essential roles in the drug resistance mechanism. Here, we assess the current major mechanisms of CRC resistance and describe potential therapeutic interventions.
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85
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Hall AE, Pohl SÖG, Cammareri P, Aitken S, Younger NT, Raponi M, Billard CV, Carrancio AB, Bastem A, Freile P, Haward F, Adams IR, Caceres JF, Preyzner P, von Kriegsheim A, Dunlop MG, Din FV, Myant KB. RNA splicing is a key mediator of tumour cell plasticity and a therapeutic vulnerability in colorectal cancer. Nat Commun 2022; 13:2791. [PMID: 35589755 PMCID: PMC9120198 DOI: 10.1038/s41467-022-30489-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 04/29/2022] [Indexed: 12/25/2022] Open
Abstract
Tumour cell plasticity is a major barrier to the efficacy of targeted cancer therapies but the mechanisms that mediate it are poorly understood. Here, we identify dysregulated RNA splicing as a key driver of tumour cell dedifferentiation in colorectal cancer (CRC). We find that Apc-deficient CRC cells have dysregulated RNA splicing machinery and exhibit global rewiring of RNA splicing. We show that the splicing factor SRSF1 controls the plasticity of tumour cells by controlling Kras splicing and is required for CRC invasion in a mouse model of carcinogenesis. SRSF1 expression maintains stemness in human CRC organoids and correlates with cancer stem cell marker expression in human tumours. Crucially, partial genetic downregulation of Srsf1 does not detrimentally affect normal tissue homeostasis, demonstrating that tumour cell plasticity can be differentially targeted. Thus, our findings link dysregulation of the RNA splicing machinery and control of tumour cell plasticity.
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Affiliation(s)
- Adam E Hall
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Sebastian Öther-Gee Pohl
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Patrizia Cammareri
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Stuart Aitken
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, Scotland
| | - Nicholas T Younger
- Centre for Inflammation Research, University of Edinburgh, Edinburgh, EH16 4TJ, Scotland
| | - Michela Raponi
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
- Cancer Research UK Beatson Institute, Garscube Estate, Switchback Road, Bearsden, Glasgow, G61 1BD, Scotland
| | - Caroline V Billard
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Alfonso Bolado Carrancio
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Aslihan Bastem
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Paz Freile
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Fiona Haward
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Centre for Gene Regulation & Expression, School of Life Sciences, University of Dundee, Dow Street, Dundee, DD1 5EH, Scotland
| | - Ian R Adams
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, Scotland
| | - Javier F Caceres
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, Scotland
| | - Paula Preyzner
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Alex von Kriegsheim
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Malcolm G Dunlop
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- MRC Human Genetics Unit, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, Scotland
| | - Farhat V Din
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland
| | - Kevin B Myant
- Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital Campus, Crewe Road, Edinburgh, EH4 2XU, Scotland.
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, The University of Edinburgh, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XR, Scotland.
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86
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Randon G, Maddalena G, Germani MM, Pircher CC, Manca P, Bergamo F, Giordano M, Sposetti C, Montagna A, Vetere G, Zambelli L, Rasola C, Boccaccino A, Pagani F, Ambrosini M, Massafra M, Fontanini G, Milione M, Fassan M, Cremolini C, Lonardi S, Pietrantonio F. Negative Ultraselection of Patients With RAS/ BRAF Wild-Type, Microsatellite-Stable Metastatic Colorectal Cancer Receiving Anti-EGFR-Based Therapy. JCO Precis Oncol 2022; 6:e2200037. [PMID: 35544729 PMCID: PMC9200389 DOI: 10.1200/po.22.00037] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Several uncommon genomic alterations beyond RAS and BRAFV600E mutations drive primary resistance to anti–epidermal growth factor receptors (EGFRs) in metastatic colorectal cancer (mCRC). Our PRESSING panel (including PIK3CA exon 20/AKT1/PTEN mutations, ERBB2/MET amplifications, gene fusions, and microsatellite instability-high status) represented a paradigm of negative hyperselection with more precise tailoring of EGFR blockade. However, a modest proportion of hyperselected mCRC has intrinsic resistance potentially driven by even rarer genomic alterations. Beyond RAS/BRAF: rarer alterations drive negative ultraselection for anti-EGFR therapy in mCRC
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Affiliation(s)
- Giovanni Randon
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Giulia Maddalena
- Oncology Unit 1, Veneto Institute of Oncology-IRCCS, Padova, Italy.,Department of Surgery, Oncology and Gastroenterology, University of Padua, Padova, Italy
| | - Marco Maria Germani
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.,Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Chiara Carlotta Pircher
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Paolo Manca
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | | | - Mirella Giordano
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Caterina Sposetti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Aldo Montagna
- Oncology Unit 1, Veneto Institute of Oncology-IRCCS, Padova, Italy
| | - Guglielmo Vetere
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.,Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Luca Zambelli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Cosimo Rasola
- Oncology Unit 1, Veneto Institute of Oncology-IRCCS, Padova, Italy
| | - Alessandra Boccaccino
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.,Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Filippo Pagani
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Margherita Ambrosini
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Marco Massafra
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Gabriella Fontanini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.,Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Massimo Milione
- First Pathology Division, Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padova, Italy.,Veneto Institute of Oncology-IRCCS, Padova, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.,Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Sara Lonardi
- Oncology Unit 3, Veneto Institute of Oncology-IRCCS, Padova, Italy
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milano, Italy
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87
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Ye Z, Zeng D, Zhou R, Shi M, Liao W. Tumor Microenvironment Evaluation for Gastrointestinal Cancer in the Era of Immunotherapy and Machine Learning. Front Immunol 2022; 13:819807. [PMID: 35603201 PMCID: PMC9114506 DOI: 10.3389/fimmu.2022.819807] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 04/06/2022] [Indexed: 11/13/2022] Open
Abstract
A dynamic and mutualistic interplay between tumor cells and the surrounding tumor microenvironment (TME) triggered the initiation, progression, metastasis, and therapy response of solid tumors. Recent clinical breakthroughs in immunotherapy for gastrointestinal cancer conferred considerable attention to the estimation of TME, and the maturity of next-generation sequencing (NGS)-based technology contributed to the availability of increasing datasets and computational toolbox for deciphering TME compartments. In the current review, we demonstrated the components of TME, multiple methodologies involved in TME detection, and prognostic and predictive TME signatures derived from corresponding methods for gastrointestinal cancer. The TME evaluation comprises traditional, radiomics, and NGS-based high-throughput methodologies, and the computational algorithms are comprehensively discussed. Moreover, we systemically elucidated the existing TME-relevant signatures in the prognostic, chemotherapeutic, and immunotherapeutic settings. Collectively, we highlighted the clinical and technological advances in TME estimation for clinical translation and anticipated that TME-associated biomarkers may be promising in optimizing the future precision treatment for gastrointestinal cancer.
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Affiliation(s)
| | | | | | | | - Wangjun Liao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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88
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Huang N, Zeng D, Rong X, Wang C, Wu Z, Guo J, Wang Y, Li J, Li J, Wang J, Zheng S, Huang G, Bin J, Liao Y, Li Q, Yi X, Liao W, Shi M. Evolution of tumor microenvironment in colorectal liver metastases under treatment stress. Cancer Commun (Lond) 2022; 42:471-475. [PMID: 35032107 PMCID: PMC9118053 DOI: 10.1002/cac2.12259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 12/20/2021] [Accepted: 01/04/2022] [Indexed: 11/10/2022] Open
Affiliation(s)
- Na Huang
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Dongqiang Zeng
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Xiaoxiang Rong
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Chunlin Wang
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Zhenzhen Wu
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Jian Guo
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Yuqi Wang
- Department of Research and DevelopmentGenePlus‐BeijingBeijing102206P. R. China
| | - Jin Li
- Department of Research and DevelopmentGenePlus‐BeijingBeijing102206P. R. China
| | - Jing Li
- Department of Research and DevelopmentGenePlus‐BeijingBeijing102206P. R. China
| | - Jiao Wang
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Siting Zheng
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Genjie Huang
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Jianping Bin
- Department of CardiologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Yulin Liao
- Department of CardiologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Qian Li
- Department of Research and DevelopmentGenePlus‐BeijingBeijing102206P. R. China
| | - Xin Yi
- Department of Research and DevelopmentGenePlus‐BeijingBeijing102206P. R. China
| | - Wangjun Liao
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
| | - Min Shi
- Department of OncologyNanfang HospitalSouthern Medical UniversityGuangzhouGuangdong510515P. R. China
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89
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Herpers B, Eppink B, James MI, Cortina C, Cañellas-Socias A, Boj SF, Hernando-Momblona X, Glodzik D, Roovers RC, van de Wetering M, Bartelink-Clements C, Zondag-van der Zande V, Mateos JG, Yan K, Salinaro L, Basmeleh A, Fatrai S, Maussang D, Lammerts van Bueren JJ, Chicote I, Serna G, Cabellos L, Ramírez L, Nuciforo P, Salazar R, Santos C, Villanueva A, Stephan-Otto Attolini C, Sancho E, Palmer HG, Tabernero J, Stratton MR, de Kruif J, Logtenberg T, Clevers H, Price LS, Vries RGJ, Batlle E, Throsby M. Functional patient-derived organoid screenings identify MCLA-158 as a therapeutic EGFR × LGR5 bispecific antibody with efficacy in epithelial tumors. NATURE CANCER 2022; 3:418-436. [PMID: 35469014 DOI: 10.1038/s43018-022-00359-0] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 03/04/2022] [Indexed: 12/19/2022]
Abstract
Patient-derived organoids (PDOs) recapitulate tumor architecture, contain cancer stem cells and have predictive value supporting personalized medicine. Here we describe a large-scale functional screen of dual-targeting bispecific antibodies (bAbs) on a heterogeneous colorectal cancer PDO biobank and paired healthy colonic mucosa samples. More than 500 therapeutic bAbs generated against Wingless-related integration site (WNT) and receptor tyrosine kinase (RTK) targets were functionally evaluated by high-content imaging to capture the complexity of PDO responses. Our drug discovery strategy resulted in the generation of MCLA-158, a bAb that specifically triggers epidermal growth factor receptor degradation in leucine-rich repeat-containing G-protein-coupled receptor 5-positive (LGR5+) cancer stem cells but shows minimal toxicity toward healthy LGR5+ colon stem cells. MCLA-158 exhibits therapeutic properties such as growth inhibition of KRAS-mutant colorectal cancers, blockade of metastasis initiation and suppression of tumor outgrowth in preclinical models for several epithelial cancer types.
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Affiliation(s)
- Bram Herpers
- OcellO BV, Leiden, The Netherlands
- Crown Bioscience Netherlands BV, Leiden, The Netherlands
| | | | - Mark I James
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Carme Cortina
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
- CIBERONC, Madrid, Spain
| | - Adrià Cañellas-Socias
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
- CIBERONC, Madrid, Spain
| | - Sylvia F Boj
- Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Xavier Hernando-Momblona
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
- CIBERONC, Madrid, Spain
| | - Dominik Glodzik
- Wellcome Sanger Institute, Hinxton, UK
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | | | - Marc van de Wetering
- Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | | | | | - Jara García Mateos
- OcellO BV, Leiden, The Netherlands
- Crown Bioscience Netherlands BV, Leiden, The Netherlands
| | - Kuan Yan
- OcellO BV, Leiden, The Netherlands
- Crown Bioscience Netherlands BV, Leiden, The Netherlands
| | | | | | | | | | | | - Irene Chicote
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Garazi Serna
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Laia Cabellos
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Barcelona, Spain
| | - Lorena Ramírez
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Barcelona, Spain
| | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ramon Salazar
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL)-CIBERONC, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Cristina Santos
- Department of Medical Oncology, Catalan Institute of Oncology (ICO), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL)-CIBERONC, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Alberto Villanueva
- Chemoresistance and Predictive Factors Group, Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology (ICO), Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet del Llobregat, Barcelona, Spain
- Xenopat SL, Parc Cientific de Barcelona (PCB), Barcelona, Spain
| | - Camille Stephan-Otto Attolini
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Elena Sancho
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain
- CIBERONC, Madrid, Spain
| | - Hector G Palmer
- CIBERONC, Madrid, Spain
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Barcelona, Spain
| | - Josep Tabernero
- CIBERONC, Madrid, Spain
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Barcelona, Spain
| | | | | | | | - Hans Clevers
- Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Leo S Price
- OcellO BV, Leiden, The Netherlands
- Crown Bioscience Netherlands BV, Leiden, The Netherlands
| | | | - Eduard Batlle
- Institute for Research in Biomedicine (IRB Barcelona), Barcelona Institute of Science and Technology, Barcelona, Spain.
- CIBERONC, Madrid, Spain.
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain.
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90
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Clinical utility of PDX cohorts to reveal biomarkers of intrinsic resistance and clonal architecture changes underlying acquired resistance to cetuximab in HNSCC. Signal Transduct Target Ther 2022; 7:73. [PMID: 35260570 PMCID: PMC8904860 DOI: 10.1038/s41392-022-00908-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/26/2022] [Accepted: 01/27/2022] [Indexed: 02/07/2023] Open
Abstract
Cetuximab is a widely used drug for treating head and neck squamous cell carcinomas (HNSCCs); however, it provides restricted clinical benefits, and its response duration is limited by drug resistance. Here, we conducted randomized “Phase II-like clinical trials” of 49 HNSCC PDX models and reveal multiple informative biomarkers for intrinsic resistance to cetuximab (e.g., amplification of ANKH, up-regulation of PARP3). After validating these intrinsic resistance biomarkers in another HNSCC PDX cohort (61 PDX models), we generated acquired cetuximab resistance PDX models and analyzed them to uncover resistance mechanisms. Whole exome sequencing and transcriptome sequencing revealed diverse patterns of clonal selection in acquired resistant PDXs, including the emergence of subclones with strongly activated RAS/MAPK. Extending these insights, we show that a combination of a RAC1/RAC3 dual-target inhibitor and cetuximab could overcome acquired cetuximab resistance in vitro and in vivo. Beyond revealing intrinsic resistance biomarkers, our PDX-based study shows how clonal architecture changes underlying acquired resistance can be targeted to expand the therapeutic utility of this important drug to more HNSCC patients.
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91
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Wang C, Ma H, Wu W, Lu X. Drug Discovery in Spinal Cord Injury With Ankylosing Spondylitis Identified by Text Mining and Biomedical Databases. Front Genet 2022; 13:799970. [PMID: 35281834 PMCID: PMC8914062 DOI: 10.3389/fgene.2022.799970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 01/19/2022] [Indexed: 11/15/2022] Open
Abstract
Spinal cord injury (SCI) and ankylosing spondylitis (AS) are common inflammatory diseases in spine surgery. However, it is a project where the relationship between the two diseases is ambiguous and the efficiency of drug discovery is limited. Therefore, the study aimed to investigate new drug therapies for SCI and AS. First, text mining was used to obtain the interacting genes related to SCI and AS, and then, the functional analysis was conducted. Protein–protein interaction (PPI) networks were constructed by STRING online and Cytoscape software to identify hub genes. Last, hub genes and potential drugs were performed after undergoing drug–gene interaction analysis, and MicroRNA and transcription factors regulatory networks were also analyzed. Two hundred five genes common to “SCI” and “AS” identified by text mining were enriched in inflammatory responses. PPI network analysis showed that 30 genes constructed two significant modules. Ultimately, nine (SST, VWF, IL1B, IL6, CXCR4, VEGFA, SERPINE1, FN1, and PROS1) out of 30 genes could be targetable by a total of 13 drugs. In conclusion, the novel core genes contribute to a novel insight for latent functional mechanisms and present potential prognostic indicators and therapeutic targets in SCI and AS.
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92
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Kim S, Park JW, Seo H, Kim M, Park J, Kim G, Lee JO, Shin Y, Bae JM, Koo B, Jeong S, Ku J. Multifocal Organoid Capturing of Colon Cancer Reveals Pervasive Intratumoral Heterogenous Drug Responses. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2103360. [PMID: 34918496 PMCID: PMC8844556 DOI: 10.1002/advs.202103360] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/15/2021] [Indexed: 06/14/2023]
Abstract
Intratumor heterogeneity (ITH) stands as one of the main difficulties in the treatment of colorectal cancer (CRC) as it causes the development of resistant clones and leads to heterogeneous drug responses. Here, 12 sets of patient-derived organoids (PDOs) and cell lines (PDCs) isolated from multiple regions of single tumors from 12 patients, capturing ITH by multiregion sampling of individual tumors, are presented. Whole-exome sequencing and RNA sequencing of the 12 sets are performed. The PDOs and PDCs of the 12 sets are also analyzed with a clinically relevant 24-compound library to assess their drug responses. The results reveal unexpectedly widespread subregional heterogeneity among PDOs and PDCs isolated from a single tumor, which is manifested by genetic and transcriptional heterogeneity and strong variance in drug responses, while each PDO still recapitulates the major histologic, genomic, and transcriptomic characteristics of the primary tumor. The data suggest an imminent drawback of single biopsy-originated PDO-based clinical diagnosis in evaluating CRC patient responses. Instead, the results indicate the importance of targeting common somatic driver mutations positioned in the trunk of all tumor subregional clones in parallel with a comprehensive understanding of the molecular ITH of each tumor.
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Affiliation(s)
- Soon‐Chan Kim
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Department of Biomedical SciencesSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Ischemic/Hypoxic Disease InstituteSeoul National University College of MedicineSeoul03080South Korea
| | - Ji Won Park
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Department of SurgerySeoul National University College of MedicineSeoul03080South Korea
- Division of Colorectal SurgeryDepartment of SurgerySeoul National University HospitalSeoul03080South Korea
| | - Ha‐Young Seo
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
| | - Minjung Kim
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Department of SurgerySeoul National University College of MedicineSeoul03080South Korea
- Division of Colorectal SurgeryDepartment of SurgerySeoul National University HospitalSeoul03080South Korea
| | - Jae‐Hyeon Park
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
| | - Ga‐Hye Kim
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Department of Biomedical SciencesSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
| | - Ja Oh Lee
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
| | - Young‐Kyoung Shin
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Ischemic/Hypoxic Disease InstituteSeoul National University College of MedicineSeoul03080South Korea
| | - Jeong Mo Bae
- Department of PathologySeoul National University College of MedicineSeoul03080South Korea
| | - Bon‐Kyoung Koo
- Institute of Molecular Biotechnology of the Austrian Academy of Sciences (IMBA)Vienna Biocenter (VBC)Dr. Bohr‐Gasse 3Vienna1030Austria
| | - Seung‐Yong Jeong
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Department of SurgerySeoul National University College of MedicineSeoul03080South Korea
- Division of Colorectal SurgeryDepartment of SurgerySeoul National University HospitalSeoul03080South Korea
| | - Ja‐Lok Ku
- Korean Cell Line BankLaboratory of Cell BiologyCancer Research InstituteSeoul National University College of MedicineSeoul03080South Korea
- Department of Biomedical SciencesSeoul National University College of MedicineSeoul03080South Korea
- Cancer Research InstituteSeoul National UniversitySeoul03080South Korea
- Ischemic/Hypoxic Disease InstituteSeoul National University College of MedicineSeoul03080South Korea
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93
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Yang W, Wang Y, Tao C, Li Y, Cao S, Yang X. CRNDE silencing promotes apoptosis and enhances cisplatin sensitivity of colorectal carcinoma cells by inhibiting the Akt/mTORC1-mediated Warburg effect. Oncol Lett 2022; 23:70. [PMID: 35069879 PMCID: PMC8756419 DOI: 10.3892/ol.2022.13190] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 11/19/2021] [Indexed: 01/17/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent gastrointestinal tumors worldwide, with a high mortality rate. The lncRNA colorectal neoplasia differentially expressed (CRNDE) is upregulated in CRC and is involved in regulating the apoptosis, proliferation, and drug sensitivity of CRC cells. However, the specific underlying mechanisms remain to be elucidated. The aim of the present study was to investigate the effects of CRNDE on the Warburg effect in CRC cells, as well as the associated mechanisms. The expression of CRNDE in HCT-116 cells was overexpressed or silenced by transfection. Apoptosis, cisplatin sensitivity, the Warburg effect, and Akt/mTOR activation were evaluated. The results demonstrated that CRNDE inhibition decreased the proliferation and increased the apoptosis and cisplatin sensitivity of HCT-116 cells. In addition, CRNDE inhibition attenuated the Warburg effect in HCT-116 cells, as verified by a decrease in ATP production, lactic acid levels, glucose uptake, and the expression of Warburg effect-related enzymes (GLUT1, LDHA, HK2, and PKM2). CRNDE inhibition also suppressed the activity of the Akt/mTORC1 pathway, as demonstrated by the decreased phosphorylation of Akt, S6K, S6, and mTOR and the increased phosphorylation of 4EBP-1 and EIF-4E. The CRNDE overexpression-induced increase in ATP and lactic acid levels and glucose uptake in HCT-116 cells was reversed by Akt and mTOR inhibitors. These findings indicate that CRNDE silencing promotes apoptosis and enhances cisplatin sensitivity in colorectal carcinoma cells, which may be mediated by the regulation of the Warburg effect via the Akt/mTORC1 pathway. The present study thus provides a potential strategy for the treatment of CRC.
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Affiliation(s)
- Wenyu Yang
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
| | - Yanchun Wang
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
| | - Chunhui Tao
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
| | - Yunhai Li
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
| | - Shan Cao
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
| | - Xiqian Yang
- Clinical College of Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, Hubei 430065, P.R. China
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94
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Chen J, Wang H, Peng F, Qiao H, Liu L, Wang L, Shang B. Ano1 is a Prognostic Biomarker That is Correlated with Immune Infiltration in Colorectal Cancer. Int J Gen Med 2022; 15:1547-1564. [PMID: 35210827 PMCID: PMC8858027 DOI: 10.2147/ijgm.s348296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 01/21/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Jun Chen
- Laboratory Animal Center, Dalian Medical University, Dalian, 116044, Liaoning Province, People’s Republic of China
| | - Hongli Wang
- Cardiology Department, The Second Hospital of Dalian Medical University, Dalian, 116023, Liaoning Province, People’s Republic of China
| | - Fang Peng
- Pathology Department, The Second Hospital of Dalian Medical University, Dalian, 116023, Liaoning Province, People’s Republic of China
| | - Haiyan Qiao
- Laboratory Animal Center, Dalian Medical University, Dalian, 116044, Liaoning Province, People’s Republic of China
| | - Linfeng Liu
- Laboratory Animal Center, Dalian Medical University, Dalian, 116044, Liaoning Province, People’s Republic of China
| | - Liang Wang
- Laboratory Animal Center, Dalian Medical University, Dalian, 116044, Liaoning Province, People’s Republic of China
| | - Bingbing Shang
- Emergency Department, The Second Hospital of Dalian Medical University, Dalian, 116023, Liaoning Province, People’s Republic of China
- Correspondence: Bingbing Shang; Liang Wang, Tel +86-17709875175; +86-13332225676, Email ;
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95
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Dynamic increase of M2 macrophages is associated with disease progression of colorectal cancers following cetuximab-based treatment. Sci Rep 2022; 12:1678. [PMID: 35102212 PMCID: PMC8803829 DOI: 10.1038/s41598-022-05694-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 01/11/2022] [Indexed: 02/07/2023] Open
Abstract
We aimed to investigate the dynamic changes of gene expression profiles and immune microenvironment linked to resistance to cetuximab-based treatments in patients with metastatic colorectal cancer (mCRC). A total of 106 patients with RAS-wild type mCRC who were treated with cetuximab-based treatments were included as the study population. RNA-sequencing and multiplexed immunohistochemistry were performed using paired or unpaired pre-treatment and post-treatment tumor tissues. Differentially expressed gene analysis of paired pre-treatment and post-treatment tumor tissues that develop acquired resistance (AR) identified the AR signature. Gene ontology analysis of the AR signature indicated enrichment of immune-related pathway genes. Among the immune subsets whose abundance was estimated by CIBERSORT, M2 macrophages showed the most prominent positive correlation with the expression of the AR signature. Among the post-treatment samples, progressive disease (PD) tumors showed a significantly higher abundance of M2 macrophages compared to non-PD tumors. These findings were validated by multiplexed immunohistochemistry analysis: the density of CD68+CD206+ M2 macrophages significantly increased at the time of PD following cetuximab-based treatment, whereas it did not consistently change in the tumor pairs of non-PD. In conclusion, a dynamic increase of M2 macrophages is associated with disease progression during cetuximab-based treatment of mCRCs. Targeting M2 macrophages is a promising immunotherapeutic strategy in this clinical context.
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96
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Duffy MJ, Crown J. Use of Circulating Tumour DNA (ctDNA) for Measurement of Therapy Predictive Biomarkers in Patients with Cancer. J Pers Med 2022; 12:99. [PMID: 35055414 PMCID: PMC8779216 DOI: 10.3390/jpm12010099] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 12/21/2021] [Accepted: 12/30/2021] [Indexed: 01/27/2023] Open
Abstract
Biomarkers that predict likely response or resistance to specific therapies are critical in personalising treatment for cancer patients. Such biomarkers are now available for an increasing number of anti-cancer therapies, especially targeted therapy and immunotherapy. The gold-standard method for determining predictive biomarkers requires tumour tissue. Obtaining tissue, however, is not always possible and even if possible, the amount or quality of tissue obtained may be inadequate for biomarker analysis. Tumour DNA, however, can be released into the bloodstream, giving rise to what is referred to as circulating tumour DNA (ctDNA). In contrast to tissue, blood can be obtained from effectively all patients in a minimally invasive and safe manner. Other advantages of blood over tissue for biomarker testing include a shorter turn-around time and an ability to perform serial measurements. Furthermore, blood should provide a more complete profile of mutations present in heterogeneous tumours than a single-needle tissue biopsy. A limitation of blood vis-à-vis tissue, however, is lower sensitivity and, thus, the possibility of missing an actionable mutation. Despite this limitation, blood-based predictive biomarkers, such as mutant EGFR for predicting response to EGFR tyrosine kinase inhibitors in advanced non-small-cell lung cancer and mutant PIK3CA for predicting response to alpelisib in combination with fulvestrant in advanced breast cancer, may be used when tissue is unavailable. Although tissue remains the gold standard for detecting predictive biomarkers, it is likely that several further blood-based assays will soon be validated and used when tissue is unavailable or unsuitable for analysis.
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Affiliation(s)
- Michael J. Duffy
- UCD School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, D04 V1W Dublin, Ireland
- UCD Clinical Research Centre, St. Vincent’s University Hospital, D04 T6F4 Dublin, Ireland
| | - John Crown
- Department of Medical Oncology, St Vincent’s University Hospital, D04 T6F4 Dublin, Ireland;
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Qin Y, Li M, Lin Q, Pan X, Liang Y, Huang Z, Liu Z, Huang L, Fang M. Colorectal Cancer Cell Differentiation Trajectory Predicts Patient Immunotherapy Response and Prognosis. Cancer Control 2022; 29:10732748221121382. [PMID: 36036380 PMCID: PMC9421035 DOI: 10.1177/10732748221121382] [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] [Indexed: 12/03/2022] Open
Abstract
Objectives This study aimed to investigate the differentiation state and clinical significance of colorectal cancer cells, as well as to predict the immune response and prognosis of patients based on differentiation-related genes of colorectal cancer. Introduction Colorectal cancer cells exhibit different differentiation states under the influence of the tumor microenvironment, which determines the cell fates. Methods We combined single-cell sequencing (scRNA-seq) data from The Cancer Genome Atlas source with extensive transcriptome data from the Gene Expression Omnibus database. We obtained colorectal cancer differentiation-related genes using cell trajectory analysis and developed a colorectal cancer differentiation-related gene based molecular typing and prognostic model to predict the immune response and prognosis of patients with colorectal cancer. Results We identified 5 distinct cell differentiation subsets and 620 colorectal cancer differentiation-related genes. Colorectal cancer differentiation-related genes were significantly associated with metabolism, angiogenesis, and immunity. We separated patients into 3 subtypes based on colorectal cancer differentiation-related gene expression in the tumor and found differences among the different subtypes in immune infiltration status, immune checkpoint gene expression, clinicopathological features, and overall survival. Immunotherapeutic interventions involving a highly expressed immune checkpoint blockade may be selectively effective in the corresponding cancer subtypes. We built a risk score prediction model (5-year AUC: .729) consisting of the 4 most important predictors of survival (TIMP1, MMP1, LGALS4, and ITLN1). Finally, we generated and validated a nomogram consisting of the risk score and clinicopathological variables. Conclusion This study highlights the significance of genes involved in cell differentiation for clinical prognosis and immunotherapy in patients and provides prospective therapeutic targets for colorectal cancer.
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Affiliation(s)
- Yuling Qin
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China.,Guangxi Clinical Research Center for Anesthesiology, China.,Guangxi Engineering Research Center for Tissue & Organ Injury and Repair Medicine, China.,Guangxi Key Laboratory for Basic Science and Prevention of Perioperative Organ Disfunction, China
| | - Meiqin Li
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Qiumei Lin
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Xiaolan Pan
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Yihua Liang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Zhaodong Huang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Zhimin Liu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Lingsha Huang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China
| | - Min Fang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, China.,Guangxi Clinical Research Center for Anesthesiology, China.,Guangxi Engineering Research Center for Tissue & Organ Injury and Repair Medicine, China.,Guangxi Key Laboratory for Basic Science and Prevention of Perioperative Organ Disfunction, China
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98
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Molecular characteristics and clinical outcomes of patients with Neurofibromin 1-altered metastatic colorectal cancer. Oncogene 2022; 41:260-267. [PMID: 34728807 PMCID: PMC8738154 DOI: 10.1038/s41388-021-02074-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/01/2021] [Accepted: 10/08/2021] [Indexed: 12/14/2022]
Abstract
Loss-of-function alterations of Neurofibromin 1 (NF1) activate RAS, a driver of colorectal cancer. However, the clinical implications of NF1 alterations are largely unknown. We performed a comprehensive molecular profiling of NF1-mutant colorectal cancer using data from 8150 patients included in a dataset of commercial CLIA-certified laboratory (Caris Life Sciences). In addition, NF1 expression levels were tested for associations with clinical outcomes using data from 431 patients in the CALGB/SWOG 80405 trial. In the Caris dataset, 2.2% of patients had pathogenic or presumed pathogenic NF1 mutations. NF1-mutant tumors more frequently harbored PIK3CA (25.0% vs. 16.7%) and PTEN mutations (24.0% vs. 4.2%) than wild type tumors. Gene set enrichment analysis revealed that MAPK and PI3K pathway signatures were enriched in NF1-mutant tumors. In the CALGB/SWOG 80405 cohort, low NF1 expression was associated with poor prognosis, and high NF1 expression was associated with better efficacy of cetuximab than bevacizumab. Together, we revealed concurrent genetic alterations in the PI3K pathways in NF1-mutant tumors, suggesting the need to simultaneously block MAPK and PI3K pathways in treatment. The potential of NF1 alteration as a novel biomarker for targeted therapy was highlighted, warranting further investigations in clinical settings.
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99
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Ma Y, Qu R, Zhang Y, Jiang C, Zhang Z, Fu W. Progress in the Study of Colorectal Cancer Caused by Altered Gut Microbiota After Cholecystectomy. Front Endocrinol (Lausanne) 2022; 13:815999. [PMID: 35282463 PMCID: PMC8907136 DOI: 10.3389/fendo.2022.815999] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/01/2022] [Indexed: 12/26/2022] Open
Abstract
Epidemiological studies have found an increased incidence of colorectal cancer (CRC) in people who undergo cholecystectomy compared to healthy individuals. After cholecystectomy, bile enters the duodenum directly, unregulated by the timing of meals. Disruption of the balance of bile acid metabolism and increased production of primary bile acids, which in turn affects the composition and abundance of intestinal microorganisms. The link among cholecystectomy, the gut microbiota, and the occurrence and development of CRC is becoming clearer. However, due to the complexity of the microbial community, the mechanistic connections are less well understood. In this review, we summarize the changes of gut microbiota after cholecystectomy and illuminate the potential mechanisms on CRC, such as inflammation and immune regulation, production of genotoxins, metabolism of dietary ingredients, activation of signaling pathways, and so on. By reviewing these, we aimed to unravel the interactions between the gut microbiota and its host and be better positioned to develop treatments for CRC after cholecystectomy.
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Affiliation(s)
- Yanpeng Ma
- Department of General Surgery, Peking University Third Hospital, Beijing, China
- Cancer Center, Peking University Third Hospital, Beijing, China
| | - Ruize Qu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
- Cancer Center, Peking University Third Hospital, Beijing, China
| | - Yi Zhang
- Department of General Surgery, Peking University Third Hospital, Beijing, China
- Cancer Center, Peking University Third Hospital, Beijing, China
| | - Changtao Jiang
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Peking University, Beijing, China
- Key Laboratory of Molecular Cardiovascular Science (Peking University), Ministry of Education, Beijing, China
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Third Hospital, Peking University, Beijing, China
- Center for Obesity and Metabolic Disease Research, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Zhipeng Zhang
- Department of General Surgery, Peking University Third Hospital, Beijing, China
- Cancer Center, Peking University Third Hospital, Beijing, China
- *Correspondence: Zhipeng Zhang, ; Wei Fu,
| | - Wei Fu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
- Cancer Center, Peking University Third Hospital, Beijing, China
- *Correspondence: Zhipeng Zhang, ; Wei Fu,
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100
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Zhu Y, Gu L, Lin X, Zhou X, Lu B, Liu C, Lei C, Zhou F, Zhao Q, Prochownik EV, Li Y. USP19 exacerbates lipogenesis and colorectal carcinogenesis by stabilizing ME1. Cell Rep 2021; 37:110174. [PMID: 34965422 DOI: 10.1016/j.celrep.2021.110174] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 08/24/2021] [Accepted: 12/03/2021] [Indexed: 12/14/2022] Open
Abstract
Lipogenesis plays a critical role in colorectal carcinogenesis, but precisely how remains unclear. Here, we show that ERK2 phosphorylates ME1 at T103, thereby inhibiting its polyubiquitination and proteasomal degradation and enhancing its interaction with USP19. USP19 antagonizes RNF1-mediated ME1 degradation by deubiquitination, which in turn promotes lipid metabolism and NADPH production and suppresses ROS. Meanwhile, ROS dramatically increases PD-L1 mRNA levels through accelerating expression of the transcription factor NRF2. Increased lipid metabolism is correlated with ERK2 activity and colorectal carcinogenesis in human patients. Therefore, the combination of ERK2 inhibitor and anti-PD-L1 antibody significantly inhibits spontaneous and chemically induced colorectal carcinogenesis. Collectively, the USP19-ME1 axis plays a vital role in colorectal carcinogenesis and may also provide a potential therapeutic target.
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Affiliation(s)
- Yahui Zhu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China.
| | - Li Gu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Xi Lin
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Xinyi Zhou
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Bingjun Lu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Cheng Liu
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China
| | - Caoqi Lei
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Feng Zhou
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University School of Medicine, Wuhan 430071, China; Hubei Clinical Center and Key Laboratory for Intestinal and Colorectal Diseases, Wuhan 430071, China
| | - Qiu Zhao
- Department of Gastroenterology, Zhongnan Hospital of Wuhan University School of Medicine, Wuhan 430071, China; Hubei Clinical Center and Key Laboratory for Intestinal and Colorectal Diseases, Wuhan 430071, China
| | - Edward V Prochownik
- Division of Hematology/Oncology, Children's Hospital of Pittsburgh of UPMC, The Department of Microbiology and Molecular Genetics, The Pittsburgh Liver Research Center and The Hillman Cancer Center of UPMC, The University of Pittsburgh Medical Center, Pittsburgh, PA 15224, USA
| | - Youjun Li
- Frontier Science Center for Immunology and Metabolism, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, China; Medical Research Institute, Wuhan University, Wuhan 430071, China.
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