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Lee J, Sim W, Lee J, Kim JH. VSTM2L is a promising therapeutic target and a prognostic soluble-biomarker in cholangiocarcinoma. BMB Rep 2024; 57:324-329. [PMID: 38649146 PMCID: PMC11289506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 11/21/2023] [Accepted: 01/12/2024] [Indexed: 04/25/2024] Open
Abstract
The aim of the present study is to provide a rational background for silencing the V-set and transmembrane domain containing 2 like (VSTM2L) in consort with recognising soluble VSTM2L against cholangiocarcinoma. A therapeutic target against cholangiocarcinoma was selected using iterative patient partitioning (IPP) calculation, and it was verified by in vitro and in silico analyses. VSTM2L was selected as a potential therapeutic target against cholangiocarcinoma. Silencing the VSTM2L expression significantly attenuated the viability and survival of cholangiocarcinoma cells through blockade of the intracellular signalling pathway. In silico analysis showed that VSTM2L affected the positive regulation of cell growth in cholangiocarcinoma. Liptak's z value revealed that the expression of VSTM2L worsened the prognosis of cholangiocarcinoma patients. In addition, soluble VSTM2L was significantly detected in the whole blood of cholangiocarcinoma patients compared with that of healthy donors. Our report reveals that VSTM2L might be the potential therapeutic target and a soluble prognostic biomarker against cholangiocarcinoma. [BMB Reports 2024; 57(7): 324-329].
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Affiliation(s)
- Jungwhoi Lee
- Department of Applied Life Science, Jeju National University, Jeju 63243, Korea, Jeju 63243, Korea
| | - Woogwang Sim
- Department of Anatomy, University of California San Francisco, CA 94143, USA, Jeju 63243, Korea
| | - Jungsul Lee
- Department of Bio and Brain Engineering, KAIST, Daejeon 34141, Korea
| | - Jae-Hoon Kim
- Department of Applied Life Science, Jeju National University, Jeju 63243, Korea, Jeju 63243, Korea
- Subtropical/Tropical Organism Gene Bank, Jeju National University, Jeju 63243, Korea
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2
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Pei F, He W, Duan Y, Yao Q, Zhao Y, Fan X, Liu S, Chen H, He F, Liu T, Chen J, Zheng Y, Li H, Guo X, Shi L, Ling L, Chen Y, He J, Liu M, Huang M, Bai Y, Wang J, Huang M, Huang J. PD-1 blockade enhances the effect of targeted chemotherapy on locally advanced pMMR/MSS colorectal cancer. Cancer Med 2024; 13:e7224. [PMID: 38888366 PMCID: PMC11184646 DOI: 10.1002/cam4.7224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 04/06/2024] [Accepted: 04/14/2024] [Indexed: 06/20/2024] Open
Abstract
BACKGROUND Patients with DNA mismatch repair-proficient/microsatellite stable (pMMR/MSS) colorectal cancer (CRC), which accounts for 85% of all CRC cases, display a poor respond to immune checkpoint inhibitors (i.e., anti-PD-1 antibodies). pMMR/MSS CRC patients with locally advanced cancers need effective combined therapies. METHODS In this pilot study, we administered six preoperative doses of each 2-week cycle of the anti-PD-1 antibody sintilimab (at a fixed dose of 200 mg), oxaliplatin, and 5-FU/CF (mFOLFOX6) combined with five doses of bevacizumab (the number of doses was reduced to prevent surgical delays) to patients with cT4NxM0 colon or upper rectal cancers. And radical surgery was performed approximately 2 weeks after the last dose of neoadjuvant therapy. The primary endpoint was a pathologic complete response (pCR). We also evaluated major pathologic response (MPR, ≤10% residual viable tumor), radiological and pathological regression, safety, and tumor mutation burden (TMB), and tumor microenvironment (TME) characteristics. RESULTS By the cutoff date (September 2023), 22 patients with cT4NxM0 pMMR/MSS colon or upper rectal cancers were enrolled and the median follow-up was 24.7 months (IQR: 21.1-26.1). All patients underwent R0 surgical resection without treatment-related surgical delays. pCR occurred in 12 of 22 resected tumors (54.5%) and MPR occurred in 18 of 22 (81.8%) patients. At the cutoff date, all patients were alive, and 21/22 were recurrence-free. Treatment-related adverse events of grade 3 or higher occurred in of 2/22 (9.1%) patients. Among the pCR tumors, two were found to harbor POLE mutations. The degree of pathological regression was significantly greater than that of radiological regression (p = 1.35 × 10-8). The number of CD3+/CD4+ cells in the tumor and stroma in pretreated biopsied tissues was markedly lower in pCR tumors than in non-pCR tumors (p = 0.038 and p = 0.015, respectively). CONCLUSIONS Neoadjuvant sintilimab combined with bevacizumab and mFOLFOX6 was associated with few side effects, did not delay surgery, and led to pCR and non-pCR in 54.5% and 81.8% of the cases, respectively. Downregulation of CD3/CD4 expression in the tumor and stroma is related to pCR. However, the molecular mechanisms underlying PD-1 blockade-enhanced targeted chemotherapy require further investigation.
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Affiliation(s)
- Fengyun Pei
- Department of Colorectal Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Department of General Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Wan He
- Department of OncologyShenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology)ShenzhenChina
| | - Yinghua Duan
- Department of Traditional Chinese Medicine, The First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Qijun Yao
- Department of Colorectal Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Department of General Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yandong Zhao
- Department of Pathology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Xinjuan Fan
- Department of Pathology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shuai Liu
- Department of Radiation Oncology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Haiyang Chen
- Department of Radiation Oncology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Fang He
- Department of Radiation Oncology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Tingzhi Liu
- Department of Hematology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Jiaoting Chen
- Department of Hematology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yijia Zheng
- Department of Hematology, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Heping Li
- Department of Medical Oncology of the Eastern Hospital, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouChina
| | - Xiaofang Guo
- Department of Medical Oncology of the Eastern Hospital, The First Affiliated HospitalSun Yat‐Sen UniversityGuangzhouChina
| | - Lishuo Shi
- Clinical Research Center, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Li Ling
- Faculty of Medical Statistics, School of Public HealthSun Yat‐sen UniversityGuangzhouChina
| | - Yaoxu Chen
- Medical Affairs3D Medicines, Inc.ShanghaiChina
| | - Jiapeng He
- Medical Affairs3D Medicines, Inc.ShanghaiChina
| | - Miao Liu
- Medical Affairs3D Medicines, Inc.ShanghaiChina
| | | | - Yuezong Bai
- Medical Affairs3D Medicines, Inc.ShanghaiChina
| | - Jianping Wang
- Department of Colorectal Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Department of General Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Institute of GastroenterologyGuangzhouChina
| | - Meijin Huang
- Department of Colorectal Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Department of General Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Institute of GastroenterologyGuangzhouChina
| | - Jun Huang
- Department of Colorectal Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Department of General Surgery, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangdong Institute of GastroenterologyGuangzhouChina
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Ye S, Agalave NM, Ma F, Mahmood DFD, Al-Grety A, Khoonsari PE, Leng L, Svensson CI, Bucala R, Kultima K, Vera PL. MIF-Modulated Spinal Proteins Associated with Persistent Bladder Pain: A Proteomics Study. Int J Mol Sci 2024; 25:4484. [PMID: 38674069 PMCID: PMC11050327 DOI: 10.3390/ijms25084484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/10/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Bladder pain is a prominent symptom in Interstitial Cystitis/Bladder Pain Syndrome (IC/BPS). We studied spinal mechanisms of bladder pain in mice using a model where repeated activation of intravesical Protease Activated Receptor-4 (PAR4) results in persistent bladder hyperalgesia (BHA) with little or no bladder inflammation. Persistent BHA is mediated by spinal macrophage migration inhibitory factor (MIF), and is associated with changes in lumbosacral proteomics. We investigated the contribution of individual spinal MIF receptors to persistent bladder pain as well as the spinal proteomics changes associated with relief of persistent BHA by spinal MIF antagonism. Female mice with persistent BHA received either intrathecal (i.t.) MIF monoclonal antibodies (mAb) or mouse IgG1 (isotype control antibody). MIF antagonism temporarily reversed persistent BHA (peak effect: 2 h), while control IgG1 had no effect. Moreover, i.t. antagonism of the MIF receptors CD74 and C-X-C chemokine receptor type 4 (CXCR4) partially reversed persistent BHA. For proteomics experiments, four separate groups of mice received either repeated intravesical scrambled peptide and sham i.t. injection (control, no pain group) or repeated intravesical PAR4 and: sham i.t.; isotype IgG1 i.t. (15 μg); or MIF mAb (15 μg). L6-S1 spinal segments were excised 2 h post-injection and examined for proteomics changes using LC-MS/MS. Unbiased proteomics analysis identified and relatively quantified 6739 proteins. We selected proteins that showed significant changes compared to control (no pain group) after intravesical PAR4 (sham or IgG i.t. treatment) and showed no significant change after i.t. MIF antagonism. Six proteins decreased during persistent BHA (V-set transmembrane domain-containing protein 2-like confirmed by immunohistochemistry), while two proteins increased. Spinal MIF antagonism reversed protein changes. Therefore, spinal MIF and MIF receptors mediate persistent BHA and changes in specific spinal proteins. These novel MIF-modulated spinal proteins represent possible new targets to disrupt spinal mechanisms that mediate persistent bladder pain.
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Affiliation(s)
- Shaojing Ye
- Research & Development, Lexington VA Health Care System, Lexington, KY 40502, USA; (S.Y.); (F.M.); (D.F.D.M.)
| | - Nilesh M. Agalave
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, SE-751 85 Uppsala, Sweden; (N.M.A.); (A.A.-G.); (P.E.K.); (K.K.)
| | - Fei Ma
- Research & Development, Lexington VA Health Care System, Lexington, KY 40502, USA; (S.Y.); (F.M.); (D.F.D.M.)
| | - Dlovan F. D. Mahmood
- Research & Development, Lexington VA Health Care System, Lexington, KY 40502, USA; (S.Y.); (F.M.); (D.F.D.M.)
| | - Asma Al-Grety
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, SE-751 85 Uppsala, Sweden; (N.M.A.); (A.A.-G.); (P.E.K.); (K.K.)
| | - Payam E. Khoonsari
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, SE-751 85 Uppsala, Sweden; (N.M.A.); (A.A.-G.); (P.E.K.); (K.K.)
| | - Lin Leng
- Department of Internal Medicine, Yale University, New Haven, CT 06510, USA; (L.L.); (R.B.)
| | - Camilla I. Svensson
- Department of Physiology and Pharmacology, Karolinska Institutet (KI), SE-171 65 Solna, Sweden;
| | - Richard Bucala
- Department of Internal Medicine, Yale University, New Haven, CT 06510, USA; (L.L.); (R.B.)
| | - Kim Kultima
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, SE-751 85 Uppsala, Sweden; (N.M.A.); (A.A.-G.); (P.E.K.); (K.K.)
| | - Pedro L. Vera
- Research & Development, Lexington VA Health Care System, Lexington, KY 40502, USA; (S.Y.); (F.M.); (D.F.D.M.)
- Department of Physiology, University of Kentucky, Lexington, KY 40506, USA
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Qin C, Li A, Xiao Y, Liu W, Zhai E, Li Q, Jing H, Zhang Y, Zhang H, Ma X, Tang H, Rong D. Expression of ZNF281 in colorectal cancer correlates with response to radiotherapy and survival. Ann Med 2023; 55:2278619. [PMID: 37939252 PMCID: PMC10653697 DOI: 10.1080/07853890.2023.2278619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 10/30/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND The treatment of Colorectal cancer (CRC) is extremely complex and survival rates vary depending on the stage of the disease at the time of diagnosis. Neoadjuvant chemoradiotherapy (NACRT), is the conventional treatment for locally advanced rectal cancer (LARC); however, the resistance to chemoradiotherapy in LARC is difficult to predict. MATERIALS AND METHODS In this study, clinical data of 126 LARC patients were collected and analyzed, and relevant validation was performed using GEO database and in vitro and in vivo experiments, including Western blotting and Real-time quantitative PCR, immunohistochemistry, immunofluorescence, clonogenic cell survival assays, and nude-mouse xenograft models. RESULTS In patients with LARC who were treated with neoadjuvant radiotherapy (NART), higher ZNF281 expression in malignant tissue was associated with a poorer prognosis and lesser degree of tumor regression. Cell and mouse experiments have shown that ZNF281 reduces the damage caused by X-rays to CRC cells and tumors grown in mice. CONCLUSION We found that the expression of ZNF281 predicted the radiation response of CRC cells and suggested the prognosis of patients with LARC who received neoadjuvant radiation therapy.
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Affiliation(s)
- Changjiang Qin
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Ang Li
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Yafei Xiao
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Wenjing Liu
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Ertao Zhai
- Department of Gastrointestinal and Pancreatic Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Quanying Li
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Hong Jing
- Department of Pathology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Yijie Zhang
- Department of Pathology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Hui Zhang
- Department of Pathology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Xuhui Ma
- Department of Pathology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Hongna Tang
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
| | - Dan Rong
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, China
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5
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Wu Y, Li Z, Lin H, Wang H. Identification of Tumor Antigens and Immune Subtypes of High-grade Serous Ovarian Cancer for mRNA Vaccine Development. J Cancer 2023; 14:2655-2669. [PMID: 37779866 PMCID: PMC10539400 DOI: 10.7150/jca.87184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 07/24/2023] [Indexed: 10/03/2023] Open
Abstract
High-grade serous ovarian cancer (HGSC) is the most common pathology of ovarian cancer and has aggressive characteristics and poor prognosis. mRNA vaccines are a novel tool for cancer immune treatment and may play an important role in HGSC therapy. Our study aimed to explore tumour antigens for vaccine development and identify potential populations amenable to vaccine treatment. Based on transcription data from The Cancer Genome Atlas (TCGA), we identified four tumour-specific antigens for vaccine production: ARPC1B, ELF3, VSTM2L, and IL27RA. In addition to being associated with HGSC patient prognosis, the expression of these antigens was positively correlated with the abundances of antigen-presenting cells (APCs). Furthermore, we stratified HGSC samples into three immune subtypes (IS1-IS3) with different immune characteristics. A corhort from ICGC (International Cancer Genome Consortium) was used to validate. Patients of IS3 had the best prognosis, while patients of IS1 were most likely to benefit from vaccination. There was substantial heterogeneity in immune signatures and immune-associated molecule expression in HGSC. Finally, weighted gene coexpression network analysis (WGCNA) was employed to cluster immune-related genes and explore potential biomarkers related to vaccination. In conclusion, we identified four potential tumour antigens for mRNA vaccine production for HGSC treatment, and the immune subtype could be an important indicator to select suitable HGSC patients to receive vaccination.
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Affiliation(s)
- Yanxuan Wu
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Zhifeng Li
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Hong Lin
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Hongbiao Wang
- Department of Medical Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
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Li Y, Zhang J, Cai Y, Liu H, Yang W, Xu Y, Huang M. VSTM2L contributes to anoikis resistance and acts as a novel biomarker for metastasis and clinical outcome in ovarian cancer. Biochem Biophys Res Commun 2023; 658:107-115. [PMID: 37030064 DOI: 10.1016/j.bbrc.2023.03.073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Accepted: 03/29/2023] [Indexed: 04/03/2023]
Abstract
The majority of patients are diagnosed when ovarian cancer (OC) has metastasized, making surgery and chemotherapy less effective. Thus, there is an urgent need to elucidate the mechanisms underlying metastasis and to further explore novel diagnostic biomarkers of OC metastasis. Here, we conducted a genome-wide CRISPR-Cas9 screen for anoikis resistance to identify key genes associated with OC metastasis. Further, bioinformatic analysis was performed using TCGA and GTEx datasets to explore the genes associated with OC progression and prognosis. After integrated analysis, the V-set and transmembrane domain-containing protein 2-like (VSTM2L) was identified as a crucial gene closely associated with OC metastasis, progression, and prognosis. Further validation using a patient-based cohort suggested that VSTM2L expression was significantly higher in metastatic lesions than in primary lesions. Subsequently, an in vitro assay showed that VSTM2L silencing increased SKOV3 cell death and hampered spheroid formation. Mechanistically, GSEA highlighted that epithelial-mesenchymal transition (EMT)-related pathways was positively associated with VSTM2L expression. Consistently, the validation based on the VSTM2L silence suggested the involvement of VSTM2L in EMT-related TGF-β and NF-κB signaling. Meanwhile, the addition of VSTM2L-containing medium did not provoke those signaling, indicating VSTM2L functions as an intracellular protein to activate TGF-β and NF-κB signaling. In summary, our study revealed that VSTM2L is a novel player involved in anoikis resistance and is a promising biomarker of OC metastasis and prognosis.
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7
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Yan Y, Cheong IH, Chen P, Li X, Wang X, Wang H. Patient-derived rectal cancer organoids—applications in basic and translational cancer research. Front Oncol 2022; 12:922430. [PMID: 35957894 PMCID: PMC9360321 DOI: 10.3389/fonc.2022.922430] [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: 04/18/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most commonly diagnosed cancers and among the leading causes of death in both men and women. Rectal cancer (RC) is particularly challenging compared with colon cancer as the treatment after diagnosis of RC is more complex on account of its narrow anatomical location in the pelvis adjacent to the urogenital organs. More and more existing studies have begun to refine the research on RC and colon cancer separately. Early diagnosis and multiple treatment strategies optimize outcomes for individual patients. However, the need for more accurate and precise models to facilitate RC research is underscored due to the heterogeneity of clinical response and morbidity interrelated with radical surgery. Organoids generated from biopsies of patients have developed as powerful models to recapitulate many aspects of their primary tissue, consisting of 3-D self-organizing structures, which shed great light on the applications in both biomedical and clinical research. As the preclinical research models for RC are usually confused with colon cancer, research on patient-derived RC organoid models enable personalized analysis of cancer pathobiology, organizational function, and tumor initiation and progression. In this review, we discuss the various applications of patient-derived RC organoids over the past two years in basic cancer biology and clinical translation, including sequencing analysis, drug screening, precision therapy practice, tumor microenvironment studies, and genetic engineering opportunities.
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Affiliation(s)
- Yumeng Yan
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Io Hong Cheong
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Peizhan Chen
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoguang Li
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xianli Wang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Wang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Hui Wang,
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Chen S, Wu Y, Wang S, Wu J, Wu X, Zheng Z. A risk model of gene signatures for predicting platinum response and survival in ovarian cancer. J Ovarian Res 2022; 15:39. [PMID: 35361267 PMCID: PMC8973612 DOI: 10.1186/s13048-022-00969-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 03/08/2022] [Indexed: 12/24/2022] Open
Abstract
Background Ovarian cancer (OC) is the deadliest tumor in the female reproductive tract. And increased resistance to platinum-based chemotherapy represents the major obstacle in the treatment of OC currently. Robust and accurate gene expression models are crucial tools in distinguishing platinum therapy response and evaluating the prognosis of OC patients. Methods In this study, 230 samples from The Cancer Genome Atlas (TCGA) OV dataset were subjected to mRNA expression profiling, single nucleotide polymorphism (SNP), and copy number variation (CNV) analysis comprehensively to screen out the differentially expressed genes (DEGs). An SVM classifier and a prognostic model were constructed using the Random Forest algorithm and LASSO Cox regression model respectively via R. The Gene Expression Omnibus (GEO) database was applied as the validation set. Results Forty-eight differentially expressed genes (DEGs) were figured out through integrated analysis of gene expression, single nucleotide polymorphism (SNP), and copy number variation (CNV) data. A 10-gene classifier was constructed which could discriminate platinum-sensitive samples precisely with an AUC of 0.971 in the training set and of 0.926 in the GEO dataset (GSE638855). In addition, 8 optimal genes were further selected to construct the prognostic risk model whose predictions were consistent with the actual survival outcomes in the training cohort (p = 9.613e-05) and validated in GSE638855 (p = 0.04862). PNLDC1, SLC5A1, and SYNM were then identified as hub genes that were associated with both platinum response status and prognosis, which was further validated by the Fudan University Shanghai cancer center (FUSCC) cohort. Conclusion These findings reveal a specific risk model that could serve as effective biomarkers to identify patients’ platinum response status and predict survival outcomes for OC patients. PNLDC1, SLC5A1, and SYNM are the hub genes that may serve as potential biomarkers in OC treatment. Supplementary Information The online version contains supplementary material available at 10.1186/s13048-022-00969-3.
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Affiliation(s)
- Siyu Chen
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yong Wu
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Simin Wang
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jiangchun Wu
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiaohua Wu
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
| | - Zhong Zheng
- Department of Gynecologic Oncology, Fudan University Shanghai Cancer Center, Shanghai, China. .,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
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9
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Zhang S, Xiong H, Yang J, Yuan X. Pan-Cancer Analysis Reveals the Multidimensional Expression and Prognostic and Immunologic Roles of VSTM2L in Cancer. Front Mol Biosci 2022; 8:792154. [PMID: 35155565 PMCID: PMC8829123 DOI: 10.3389/fmolb.2021.792154] [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: 11/09/2021] [Accepted: 12/29/2021] [Indexed: 11/13/2022] Open
Abstract
Immunotherapy can improve survival in a variety of cancers by modulating the interaction between tumors and the tumor immune microenvironment (TIME). V-set and transmembrane domain containing 2 like (VSTM2L) regulates interleukin (IL)-4 signaling pathway—which involves immune-related factors—and has been linked to some cancers. However, the expression profile and prognostic significance of VSTM2L in different cancers as well as its relationship to the TIME are not known. This study investigated the pan-cancer expression profile, prognostic value, and immunologic relevance of VSTM2L. VSTM2L expression in different cancers was analyzed using the Cancer Cell Line Encyclopedia (CCLE), Human Protein Atlas (HPA), Tumor Immune Estimation Resource (TIMER), The Cancer Genome Atlas (TCGA), and Genotype–Tissue Expression (GTEx) portal. We examined the association between VSTM2L expression and clinical outcomes by Kaplan–Meier and Cox regression analyses using TCGA and Kaplan–Meier Plotter, and the results were validated in a Gene Expression Omnibus cohort. The correlations between VSTM2L expression and immune cell infiltration, immunomodulators, tumor mutation burden (TMB), microsatellite instability (MSI), and immune and stromal scores across cancers were analyzed using TCGA, TIMER, and Tumor–Immune System Interactions and Drugbank databases (TISIDB). The results showed that VSTM2L expression varied across cancers and its aberrant expression was associated with clinical outcomes: upregulation of VSTM2L was positively associated with advanced stage and reduced overall survival (OS), disease-specific survival (DSS), progression-free interval (PFI), and disease-free interval (DFI) in stomach adenocarcinoma (STAD); and its upregulation was associated with early-stage disease and improved OS, DSS, PFI, and DFI in kidney renal papillary cell carcinoma (KIRP). VSTM2L expression level was correlated with immune cell infiltration, expression of immunomodulators, TMB, MSI, and immune and stromal scores in multiple cancers. In conclusion, VSTM2L has prognostic value in various cancers and can predict both poor (STAD) and good (KIRP) outcomes. The relationship between VSTM2L expression and immune markers suggests a role in modulating the TIME.
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Affiliation(s)
- Shuyi Zhang
- Department of Oncology, Huizhou Municipal Central Hospital, Huizhou, China
| | - Hailin Xiong
- Department of Oncology, Huizhou Municipal Central Hospital, Huizhou, China
| | - Jiahui Yang
- Prenatal Diagnosis Center, Huizhou Municipal Central Hospital, Huizhou, China
| | - Xia Yuan
- Department of Oncology, Huizhou Municipal Central Hospital, Huizhou, China
- *Correspondence: Xia Yuan,
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