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Kao WH, Liao LZ, Chen YA, Lo UG, Pong RC, Hernandez E, Chen MC, Teng CLJ, Wang HY, Tsai SCS, Kapur P, Lai CH, Hsieh JT, Lin H. SPHK1 promotes bladder cancer metastasis via PD-L2/c-Src/FAK signaling cascade. Cell Death Dis 2024; 15:678. [PMID: 39284838 PMCID: PMC11405731 DOI: 10.1038/s41419-024-07044-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 08/28/2024] [Accepted: 08/29/2024] [Indexed: 09/19/2024]
Abstract
SPHK1 (sphingosine kinase type 1) is characterized as a rate-limiting enzyme in sphingolipid metabolism to phosphorylate sphingosine into sphingosine-1-phosphate (S1P) that can bind to S1P receptors (S1PRs) to initiate several signal transductions leading to cell proliferation and survival of normal cell. Many studies have indicated that SPHK1 is involved in several types of cancer development, however, a little is known in bladder cancer. The TCGA database analysis was utilized for analyzing the clinical relevance of SPHK1 in bladder cancer. Through CRISPR/Cas9 knockout (KO) and constitutive activation (CA) strategies on SPHK1 in the bladder cancer cells, we demonstrated the potential downstream target could be programmed cell death 1 ligand 2 (PD-L2). On the other hand, we demonstrated that FDA-approved SPHK1 inhibitor Gilenya® (FTY720) can successfully suppress bladder cancer metastasis by in vitro and in vivo approaches. This finding indicated that SPHK1 as a potent therapeutic target for metastatic bladder cancer by dissecting the mechanism of action, SPHK1/S1P-elicited Akt/β-catenin activation promoted the induction of PD-L2 that is a downstream effector in facilitating bladder cancer invasion and migration. Notably, PD-L2 interacted with c-Src that further activates FAK. Here, we unveil the clinical relevance of SPHK1 in bladder cancer progression and the driver role in bladder cancer metastasis. Moreover, we demonstrated the inhibitory effect of FDA-approved SPHK1 inhibitor FTY720 on bladder cancer metastasis from both in vitro and in vivo models.
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Affiliation(s)
- Wei-Hsiang Kao
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Li-Zhu Liao
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Yu-An Chen
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Cancer Genome Research Center, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan
| | - U-Ging Lo
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Rey-Chen Pong
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Elizabeth Hernandez
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Mei-Chih Chen
- Translational Cell Therapy Center, China Medical University Hospital, Taichung, Taiwan
| | - Chieh-Lin Jerry Teng
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Hsin-Yi Wang
- Department of Nuclear Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Stella Chin-Shaw Tsai
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- Superintendent Office, Tungs' Taichung MetroHarbor Hospital, Taichung, Taiwan
- College of Life Sciences, National Chung Hsing University, Taichung, Taiwan
| | - Payal Kapur
- Urology and Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Chih-Ho Lai
- Department of Microbiology and Immunology, Chang Gung University, Taoyuan, Taiwan
| | - Jer-Tsong Hsieh
- Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Ho Lin
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan.
- Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung, Taiwan.
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Guo H, Zhang C, Shen YK, Zhang JD, Yang FY, Liang F, Wang W, Liu YT, Wang GZ, Zhou GB. PD-L2 mediates tobacco smoking-induced recruitment of regulatory T cells via the RGMB/NFκB/CCL20 cascade. Cell Biol Toxicol 2024; 40:56. [PMID: 39042313 PMCID: PMC11266262 DOI: 10.1007/s10565-024-09892-3] [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: 12/05/2023] [Accepted: 06/18/2024] [Indexed: 07/24/2024]
Abstract
Programmed cell death ligand 2 (PD-L2), a ligand for the receptor programmed cell death 1 (PD-1), has an identity of 34% with its twin ligand PD-L1 and exhibits higher binding affinity with PD-1 than PD-L1. However, the role of PD-L2 in non-small cell lung cancer (NSCLC) progression, especially tobacco-induced cancer progression, has not been fully understood. Here, we found that PD-L2 promoted tumor growth in murine models with recruitment of regulatory T cells (Tregs). In patients with NSCLC, PD-L2 expression level in tumor samples was higher than in counterpart normal controls and was positively associated with patients' response to anti-PD-1 treatment. Mechanismly, PD-L2 bound its receptor Repulsive guidance molecule B (RGMB) on cancer cells and activated extracellular signal-regulated kinase (Erk) and nuclear factor κB (NFκB), leading to increased production of chemokine CCL20, which recruited Tregs and contributed to NSCLC progression. Consistently, knockdown of RGMB or NFκB p65 inhibited PD-L2-induced CCL20 production, and silencing of PD-L2 repressed Treg recruitment by NSCLC cells. Furthermore, cigarette smoke and carcinogen benzo(a)pyrene (BaP) upregulated PD-L2 in lung epithelial cells via aryl hydrocarbon receptor (AhR)-mediated transcription activation, whose deficiency markedly suppressed BaP-induced PD-L2 upregulation. These results suggest that PD-L2 mediates tobacco-induced recruitment of Tregs via the RGMB/NFκB/CCL20 cascade, and targeting this pathway might have therapeutic potentials in NSCLC.
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Affiliation(s)
- Hua Guo
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Chen Zhang
- School of Life Sciences and Engineering, Handan University, Handan, Hebei Province, 056005, China
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, 100101, China
| | - Yu-Ke Shen
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jian-Dong Zhang
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
- Shanxi Bethune Hospital Affiliated with Shanxi Academy of Medical Sciences, Taiyuan, Shanxi Province, 030032, China
| | - Fu-Ying Yang
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Fan Liang
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, 100101, China
- School of Basic Medicine, Weifang Medical University, Shandong, 261000, China
| | - Wei Wang
- Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Yu-Tao Liu
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Gui-Zhen Wang
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Guang-Biao Zhou
- State Key Laboratory of Molecular Oncology & Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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Sun Y, Yang J, Chen Y, Guo Y, Xiong J, Guo X, Zhang Y, Gu L, Tong M, Wang W, Sun J. PD-L2 Expression in Breast Cancer Promotes Tumor Development and Progression. J Immunol Res 2024; 2024:3145695. [PMID: 38983273 PMCID: PMC11233179 DOI: 10.1155/2024/3145695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 06/01/2024] [Accepted: 06/10/2024] [Indexed: 07/11/2024] Open
Abstract
Background This work focused on investigating the role of programmed death ligand 2 (PD-L2) in the progression of breast cancer by utilizing breast cancer specimens and cells. Materials and Methods The serum levels of soluble PD-L2 (sPD-L2) in breast cancer patients and healthy individuals were analyzed by means of the enzyme-linked immunosorbent assay, and the PD-L2 levels within 416 resected breast cancer specimens were assessed through immunohistochemistry. Concurrently, in vitro cell experiments and in vivo animal experiments were carried out to analyze the relationship between PD-L2 and the invasion and migration of breast cancer. Results The concentration of sPD-L2 in breast cancer patients significantly increased compared to that in the control groups. Additionally, breast cancer patients with high concentrations of sPD-L2 had higher Ki67 values (≥30%) and tumor grades. PD-L2 was expressed in 79.09% of the cancer samples, which exhibited a positive correlation with the progesterone receptor (PR) and the human epidermal growth factor receptor 2 (HER2). Furthermore, we discovered that knockdown of PD-L2 inhibited the migratory and invasive abilities of both MCF-7 and MDA-MB231 cells. Conclusion Our findings demonstrated that knockdown of PD-L2 suppressed tumor growth, providing novel insights into important biological functions.
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Affiliation(s)
- Yuling Sun
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Jie Yang
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Yachun Chen
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Yundi Guo
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Jian Xiong
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Xuqin Guo
- Center for Drug Metabolism and PharmacokineticsCollege of Pharmaceutical SciencesSoochow University, Suzhou 215123, China
| | - Yawen Zhang
- Center for Drug Metabolism and PharmacokineticsCollege of Pharmaceutical SciencesSoochow University, Suzhou 215123, China
| | - Li Gu
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Min Tong
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
| | - Weipeng Wang
- Center for Drug Metabolism and PharmacokineticsCollege of Pharmaceutical SciencesSoochow University, Suzhou 215123, China
| | - Jing Sun
- Jiangsu Province Engineering Research Center of Molecular Target Therapy and Companion Diagnostics in OncologySuzhou Vocational Health College, Suzhou 215009, China
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Wei JQ, Yuile A, Itchins M, Kong BY, Li BT, Pavlakis N, Chan DL, Clarke SJ. Anti-PD-1 Monoclonal Antibodies (mAbs) Are Superior to Anti-PD-L1 mAbs When Combined with Chemotherapy in First-Line Treatment for Metastatic Non-Small Cell Lung Cancer (mNSCLC): A Network Meta-Analysis. Biomedicines 2023; 11:1827. [PMID: 37509467 PMCID: PMC10376908 DOI: 10.3390/biomedicines11071827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/16/2023] [Accepted: 06/21/2023] [Indexed: 07/30/2023] Open
Abstract
Platinum-based chemotherapy combined with anti-PD-1 or PD-L1 monoclonal antibodies (mAbs) is now standard first-line therapy for mNSCLC patients without sensitizing driver mutations. Anti-PD-1 and anti-PD-L1 mAbs are considered to be equivalent in efficacy. In the absence of head-to-head randomized control trials (RCTs), we utilized network meta-analysis (NWM) to provide an indirect comparison of their efficacy. A systematic literature review and NWM were performed using RCTs that investigated anti-PD-1 or PD-L1 mAbs ± chemotherapy in patients with mNSCLC in the first-line setting. The primary outcome was comparative overall survival (OS), while secondary outcomes were comparative progression-free survival (PFS), objective response rate (ORR), and rate of grade 3 and higher toxicities. We identified 24 RCTs. Patients treated with anti-PD-1 mAb + chemotherapy compared with anti-PD-L1 mAb + chemotherapy showed superior mOS, mPFS, and ORR with a similar rate of grade 3 and higher toxicities. This difference in mOS was most pronounced in the PD-L1 TPS 1-49% population. The two mAbs were equivalent as single agents. Anti-PD-1 mAb + chemotherapy improved mOS when compared to anti-PD-1 mAb monotherapy, whereas anti-PD-L1 mAbs + chemotherapy did not when compared to anti-PD-L1 mAb monotherapy. Head-to-head RCTs are warranted in the future.
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Affiliation(s)
- Joe Q. Wei
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Alexander Yuile
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Malinda Itchins
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Benjamin Y. Kong
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Bob T. Li
- Memorial Sloan Kettering Cancer Centre, Weill Cornell Medical College, New York, NY 10065, USA
| | - Nick Pavlakis
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - David L. Chan
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Stephen J. Clarke
- Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
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Liu C, Guo G, Li X, Shen Y, Xu X, Chen Y, Li H, Hao J, He K. Identification of novel urine proteomic biomarkers for high stamina in high-altitude adaptation. Front Physiol 2023; 14:1153166. [PMID: 37250129 PMCID: PMC10214468 DOI: 10.3389/fphys.2023.1153166] [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: 01/29/2023] [Accepted: 04/21/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction: We aimed to identify urine biomarkers for screening individuals with adaptability to high-altitude hypoxia with high stamina levels. Although most non-high-altitude natives experience rapid decline in physical ability when ascending to high altitudes, some individuals with high-altitude adaptability continue to maintain high endurance levels. Methods: We divided the study population into two groups: the LC group (low change in endurance from low to high altitude) and HC group (high change in endurance from low to high altitude). We performed blood biochemistry testing for individuals at high altitudes and sea level. We used urine peptidome profiling to compare the HH (high-altitude with high stamina) and HL (high-altitude with low stamina) groups and the LC and HC groups to identify urine biomarkers. Results: Routine blood tests revealed that the concentration of white blood cells, lymphocytes and platelets were significantly higher in the HH group than in the HL group. Urine peptidome profiling showed that the proteins ITIH1, PDCD1LG2, NME1-NME2, and CSPG4 were significantly differentially expressed between the HH and HL groups, which was tested using ELISA. Urine proteomic analysis showed that LRG1, NID1, VASN, GPX3, ACP2, and PRSS8 were urine proteomic biomarkers of high stamina during high-altitude adaptation. Conclusion: This study provides a novel approach for identifying potential biomarkers for screening individuals who can adapt to high altitudes with high stamina.
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Affiliation(s)
- Chunlei Liu
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Ge Guo
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Xin Li
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Yanying Shen
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Xiang Xu
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Yibing Chen
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Hanlu Li
- Translational Medicine Research Center, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Jianxiu Hao
- Clinical Sample Bank, Medical Innovation Research Division of Chinese PLA General Hospital, Beijing, China
| | - Kunlun He
- Medical Big Data Research Center, Chinese PLA General Hospital, Beijing, China
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Song W, Wu Y, Wang Y, Che G. Prognostic value of PD-L2 in lung adenocarcinoma. Asian J Surg 2022:S1015-9584(22)01767-5. [PMID: 36593143 DOI: 10.1016/j.asjsur.2022.12.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 12/16/2022] [Indexed: 01/01/2023] Open
Affiliation(s)
- Wenpeng Song
- Lung Cancer Center/Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China
| | - Yongming Wu
- Lung Cancer Center/Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China
| | - Yan Wang
- Lung Cancer Center/Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China
| | - Guowei Che
- Lung Cancer Center/Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan Province, China.
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Xu Y, Tao T, Li S, Tan S, Liu H, Zhu X. Prognostic model and immunotherapy prediction based on molecular chaperone-related lncRNAs in lung adenocarcinoma. Front Genet 2022; 13:975905. [PMID: 36313456 PMCID: PMC9606628 DOI: 10.3389/fgene.2022.975905] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/21/2022] [Indexed: 11/17/2022] Open
Abstract
Introduction: Molecular chaperones and long non-coding RNAs (lncRNAs) have been confirmed to be closely related to the occurrence and development of tumors, especially lung cancer. Our study aimed to construct a kind of molecular chaperone-related long non-coding RNAs (MCRLncs) marker to accurately predict the prognosis of lung adenocarcinoma (LUAD) patients and find new immunotherapy targets. Methods: In this study, we acquired molecular chaperone genes from two databases, Genecards and molecular signatures database (MsigDB). And then, we downloaded transcriptome data, clinical data, and mutation information of LUAD patients through the Cancer Genome Atlas (TCGA). MCRLncs were determined by Spearman correlation analysis. We used univariate, least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression analysis to construct risk models. Kaplan-meier (KM) analysis was used to understand the difference in survival between high and low-risk groups. Nomogram, calibration curve, concordance index (C-index) curve, and receiver operating characteristic (ROC) curve were used to evaluate the accuracy of the risk model prediction. In addition, we used gene ontology (GO) enrichment analysis and kyoto encyclopedia of genes and genomes (KEGG) enrichment analyses to explore the potential biological functions of MCRLncs. Immune microenvironmental landscapes were constructed by using single-sample gene set enrichment analysis (ssGSEA), tumor immune dysfunction and exclusion (TIDE) algorithm, “pRRophetic” R package, and “IMvigor210” dataset. The stem cell index based on mRNAsi expression was used to further evaluate the patient’s prognosis. Results: Sixteen MCRLncs were identified as independent prognostic indicators in patients with LUAD. Patients in the high-risk group had significantly worse overall survival (OS). ROC curve suggested that the prognostic features of MCRLncs had a good predictive ability for OS. Immune system activation was more pronounced in the high-risk group. Prognostic features of the high-risk group were strongly associated with exclusion and cancer-associated fibroblasts (CAF). According to this prognostic model, a total of 15 potential chemotherapeutic agents were screened for the treatment of LUAD. Immunotherapy analysis showed that the selected chemotherapeutic drugs had potential application value. Stem cell index mRNAsi correlates with prognosis in patients with LUAD. Conclusion: Our study established a kind of novel MCRLncs marker that can effectively predict OS in LUAD patients and provided a new model for the application of immunotherapy in clinical practice.
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Affiliation(s)
- Yue Xu
- Marine Medical Research Institute, Guangdong Medical University, Zhanjiang, China
| | - Tao Tao
- Department of Gastroscope, Zibo Central Hospital, Zibo, China
| | - Shi Li
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
| | - Shuzhen Tan
- Department of Dermatology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Haiyan Liu
- Department of Cardiovascular Medicine, Nanchong Central Hospital, The Affiliated Nanchong Central Hospital of North Sichuan Medical College, Nanchong, China
- *Correspondence: Haiyan Liu, ; Xiao Zhu,
| | - Xiao Zhu
- Marine Medical Research Institute, Guangdong Medical University, Zhanjiang, China
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China
- Laboratory of Molecular Diagnosis, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- *Correspondence: Haiyan Liu, ; Xiao Zhu,
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