STK10 Missense Mutations Associated with Anti-Apoptotic Function
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The Drug Sensitivity and Resistance Testing (DSRT) Approach
A phenotypic screening and machine learning platform eciently identifies triple negative breast cancer-selective and readily druggable targets Prson Gautam 1 Alok Jaiswal 1 Tero Aittokallio 1, 2 Hassan Al Ali 3 Krister Wennerberg 1,4 Identifying eective oncogenic targets is challenged by the complexity of genetic alterations in 1Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Finland cancer and their poorly understood relation to cell function and survival. There is a need for meth- Current kinome coverage of kinase inhibitors in TNBC exhibit diverse kinase dependencies MFM-223 is selectively addicted to FGFR2 2Department of Mathematics and Statistics, University of Turku, Finland 3The Miami Project to Cure Paralysis, Peggy and Harold Katz Family Drug Discovery Center, A A Sylvester Comprehensive Cancer Center, and Department of Neurological Surgery and Medicine ods that rapidly and accurately identify “pharmacologically eective” targets without the require- clinical evaluation TN Kinases MFM-223 CAL-120 MDA-MB-231 TNBC TNBC TNBC TNBC TNBC TNBC HER2+ 100 University of Miami Miller School of Medicine, Miami, FL 33136, USA. non- HER2+ FGFR1 0.97 0.00 0.00 MFM-223 BL1 BL2 M MSL IM LAR ER+, PR+ 50 ment for priori knowledge of complex signaling networks. We developed an approach that uses ma- cancerous FGFR2 56.46 0.00 0.00 CAL-120 25 4 MDA-MB-231 Biotech Research & Innovation Centre (BRIC) and Novo Nordisk Foundation Center HCC1937 CAL-85-1 CAL-120 MDA-MB-231 DU4475 CAL-148 MCF-10A SK-BR-3 BT-474 FGFR3 25.10 0.00 0.00 0 chine learning to relate results from unbiased phenotypic screening of kinase inhibitors to their bio- for Stem Cell Biology (DanStem), University of Copenhagen, Denmark HCC1599 HDQ-P1 BT-549 MDA-MB-436 MFM-223 FGFR4 0.00 0.00 0.00 MAXIS*Bk Clinical status MDA-MB-468 CAL-51 Hs578T MDA-MB-453 score chemical activity data. -
Expression and Function of FERMT Genes in Colon Carcinoma Cells
ANTICANCER RESEARCH 33: 167-174 (2013) Expression and Function of FERMT Genes in Colon Carcinoma Cells KENJI KIRIYAMA1,2,3, YOSHIHIKO HIROHASHI1, TOSHIHIKO TORIGOE1, TERUFUMI KUBO1, YASUAKI TAMURA1, TAKAYUKI KANASEKI1, AKARI TAKAHASHI1, EMIRI NAKAZAWA1, ERI SAKA1, CHARLOTTE RAGNARSSON1, MUNEHIDE NAKATSUGAWA1, SATOKO INODA1,2, HIROKO ASANUMA4, HIDEO TAKASU5, TADASHI HASEGAWA4, TAKAHIRO YASOSHIMA3, KOICHI HIRATA2 and NORIYUKI SATO1 Department of 1Pathology, 2Surgery Ist and 4Surgical Pathology, Sapporo Medical University School of Medicine, Sapporo, Japan; 3Department of Surgery, Shinsapporo Keiaikai Hospital, Sapporo, Japan; 5Dainippon Sumitomo Pharma Co., Ltd., Osaka, Japan Abstract. Invasion into the matrix is one of hallmarks of Colon carcinoma is a major malignancy, with a high malignant diseases and is the first step for tumor metastasis. mortality rate. In the process of tumorigenesis, tumor cells Thus, analysis of the molecular mechanisms of invasion is undergo multiple steps of genetic events (1), and multiple essential to overcome tumor cell invasion. In the present study, steps are also required for the cells to obtain several different we screened for colon carcinoma-specific genes using a cDNA phenotypes. Tissue invasion and metastasis are hallmarks microarray database of colon carcinoma tissues and normal that distinguish malignant from benign diseases (2). Several colon tissues, and we found that fermitin family member-1 classes of proteins are involved in the process of tissue (FERMT1) is overexpressed in colon carcinoma cells. FRRMT1, invasion; however, the exact molecular mechanisms of FERMT2 and FERMT3 expression was investigated in colon invasion remain unclear. carcinoma cells. Reverse transcription polymerase chain Fermitin family member (FERMT) genes include FERMT1, reaction (RT-PCR) analysis revealed that only FERMT1 had FERMT2 and FERMT3, and these genes have been reported cancer cell-specific expression. -
Clinical Utility of Recently Identified Diagnostic, Prognostic, And
Modern Pathology (2017) 30, 1338–1366 1338 © 2017 USCAP, Inc All rights reserved 0893-3952/17 $32.00 Clinical utility of recently identified diagnostic, prognostic, and predictive molecular biomarkers in mature B-cell neoplasms Arantza Onaindia1, L Jeffrey Medeiros2 and Keyur P Patel2 1Instituto de Investigacion Marques de Valdecilla (IDIVAL)/Hospital Universitario Marques de Valdecilla, Santander, Spain and 2Department of Hematopathology, MD Anderson Cancer Center, Houston, TX, USA Genomic profiling studies have provided new insights into the pathogenesis of mature B-cell neoplasms and have identified markers with prognostic impact. Recurrent mutations in tumor-suppressor genes (TP53, BIRC3, ATM), and common signaling pathways, such as the B-cell receptor (CD79A, CD79B, CARD11, TCF3, ID3), Toll- like receptor (MYD88), NOTCH (NOTCH1/2), nuclear factor-κB, and mitogen activated kinase signaling, have been identified in B-cell neoplasms. Chronic lymphocytic leukemia/small lymphocytic lymphoma, diffuse large B-cell lymphoma, follicular lymphoma, mantle cell lymphoma, Burkitt lymphoma, Waldenström macroglobulinemia, hairy cell leukemia, and marginal zone lymphomas of splenic, nodal, and extranodal types represent examples of B-cell neoplasms in which novel molecular biomarkers have been discovered in recent years. In addition, ongoing retrospective correlative and prospective outcome studies have resulted in an enhanced understanding of the clinical utility of novel biomarkers. This progress is reflected in the 2016 update of the World Health Organization classification of lymphoid neoplasms, which lists as many as 41 mature B-cell neoplasms (including provisional categories). Consequently, molecular genetic studies are increasingly being applied for the clinical workup of many of these neoplasms. In this review, we focus on the diagnostic, prognostic, and/or therapeutic utility of molecular biomarkers in mature B-cell neoplasms. -
Supplementary Materials
Supplementary materials Supplementary Table S1: MGNC compound library Ingredien Molecule Caco- Mol ID MW AlogP OB (%) BBB DL FASA- HL t Name Name 2 shengdi MOL012254 campesterol 400.8 7.63 37.58 1.34 0.98 0.7 0.21 20.2 shengdi MOL000519 coniferin 314.4 3.16 31.11 0.42 -0.2 0.3 0.27 74.6 beta- shengdi MOL000359 414.8 8.08 36.91 1.32 0.99 0.8 0.23 20.2 sitosterol pachymic shengdi MOL000289 528.9 6.54 33.63 0.1 -0.6 0.8 0 9.27 acid Poricoic acid shengdi MOL000291 484.7 5.64 30.52 -0.08 -0.9 0.8 0 8.67 B Chrysanthem shengdi MOL004492 585 8.24 38.72 0.51 -1 0.6 0.3 17.5 axanthin 20- shengdi MOL011455 Hexadecano 418.6 1.91 32.7 -0.24 -0.4 0.7 0.29 104 ylingenol huanglian MOL001454 berberine 336.4 3.45 36.86 1.24 0.57 0.8 0.19 6.57 huanglian MOL013352 Obacunone 454.6 2.68 43.29 0.01 -0.4 0.8 0.31 -13 huanglian MOL002894 berberrubine 322.4 3.2 35.74 1.07 0.17 0.7 0.24 6.46 huanglian MOL002897 epiberberine 336.4 3.45 43.09 1.17 0.4 0.8 0.19 6.1 huanglian MOL002903 (R)-Canadine 339.4 3.4 55.37 1.04 0.57 0.8 0.2 6.41 huanglian MOL002904 Berlambine 351.4 2.49 36.68 0.97 0.17 0.8 0.28 7.33 Corchorosid huanglian MOL002907 404.6 1.34 105 -0.91 -1.3 0.8 0.29 6.68 e A_qt Magnogrand huanglian MOL000622 266.4 1.18 63.71 0.02 -0.2 0.2 0.3 3.17 iolide huanglian MOL000762 Palmidin A 510.5 4.52 35.36 -0.38 -1.5 0.7 0.39 33.2 huanglian MOL000785 palmatine 352.4 3.65 64.6 1.33 0.37 0.7 0.13 2.25 huanglian MOL000098 quercetin 302.3 1.5 46.43 0.05 -0.8 0.3 0.38 14.4 huanglian MOL001458 coptisine 320.3 3.25 30.67 1.21 0.32 0.9 0.26 9.33 huanglian MOL002668 Worenine -
Phosphorylation Sites in Protein Kinases and Phosphatases Regulated by Formyl Peptide Receptor 2 Signaling
International Journal of Molecular Sciences Review Phosphorylation Sites in Protein Kinases and Phosphatases Regulated by Formyl Peptide Receptor 2 Signaling Maria Carmela Annunziata 1, Melania Parisi 1, Gabriella Esposito 2 , Gabriella Fabbrocini 1, Rosario Ammendola 2 and Fabio Cattaneo 2,* 1 Department of Clinical Medicine and Surgery, School of Medicine, University of Naples Federico II, Via S. Pansini 5, 80131 Naples, Italy; [email protected] (M.C.A.); [email protected] (M.P.); [email protected] (G.F.) 2 Department of Molecular Medicine and Medical Biotechnology, School of Medicine,, University of Naples Federico II, Via S. Pansini 5, 80131 Naples, Italy; [email protected] (G.E.); [email protected] (R.A.) * Correspondence: [email protected]; Fax: +39-081-7464-359 Received: 5 May 2020; Accepted: 25 May 2020; Published: 27 May 2020 Abstract: FPR1, FPR2, and FPR3 are members of Formyl Peptides Receptors (FPRs) family belonging to the GPCR superfamily. FPR2 is a low affinity receptor for formyl peptides and it is considered the most promiscuous member of this family. Intracellular signaling cascades triggered by FPRs include the activation of different protein kinases and phosphatase, as well as tyrosine kinase receptors transactivation. Protein kinases and phosphatases act coordinately and any impairment of their activation or regulation represents one of the most common causes of several human diseases. Several phospho-sites has been identified in protein kinases and phosphatases, whose role may be to expand the repertoire of molecular mechanisms of regulation or may be necessary for fine-tuning of switch properties. We previously performed a phospho-proteomic analysis in FPR2-stimulated cells that revealed, among other things, not yet identified phospho-sites on six protein kinases and one protein phosphatase. -
Comparative Genomic Evidence for Self-Domestication in Homo Sapiens
bioRxiv preprint doi: https://doi.org/10.1101/125799; this version posted April 9, 2017. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Comparative genomic evidence for self-domestication in Homo sapiens Constantina Theofanopoulou1,2,a, Simone Gastaldon1,a, Thomas O’Rourke1, Bridget D. Samuels3, Angela Messner1, Pedro Tiago Martins1, Francesco Delogu4, Saleh Alamri1, and Cedric Boeckx1,2,5,b 1Section of General Linguistics, Universitat de Barcelona 2Universitat de Barcelona Institute for Complex Systems 3Center for Craniofacial Molecular Biology, University of Southern California 4Department of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences (NMBU) 5ICREA aThese authors contributed equally to this work bCorresponding author: [email protected] ABSTRACT This study identifies and analyzes statistically significant overlaps between selective sweep screens in anatomically modern humans and several domesticated species. The results obtained suggest that (paleo-)genomic data can be exploited to complement the fossil record and support the idea of self-domestication in Homo sapiens, a process that likely intensified as our species populated its niche. Our analysis lends support to attempts to capture the “domestication syndrome” in terms of alterations to certain signaling pathways and cell lineages, such as the neural crest. Introduction Recent advances in genomics, coupled with other sources of information, offer new opportunities to test long-standing hypotheses about human evolution. Especially in the domain of cognition, the retrieval of ancient DNA could, with the help of well-articulated linking hypotheses connecting genes, brain and cognition, shed light on the emergence of ‘cognitive modernity’. -
Clinical Potential of Kinase Inhibitors in Combination with Immune Checkpoint Inhibitors for the Treatment of Solid Tumors
International Journal of Molecular Sciences Review Clinical Potential of Kinase Inhibitors in Combination with Immune Checkpoint Inhibitors for the Treatment of Solid Tumors Ryuhjin Ahn 1 and Josie Ursini-Siegel 2,3,4,5,* 1 Department of Biological Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; [email protected] 2 Department of Biochemistry, McGill University, Montréal, QC H3G 1Y6, Canada 3 Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, QC H3T 1E2, Canada 4 Department of Experimental Medicine, McGill University, Montréal, QC H3A 0G4, Canada 5 Department of Oncology, McGill University, 546 Pine Avenue West, Montréal, QC H2W 1S6, Canada * Correspondence: [email protected]; Tel.: +514-340-8222 (ext. 26557); Fax: +514-340-7502 Abstract: Oncogenic kinases contribute to immunosuppression and modulate the tumor microenvi- ronment in solid tumors. Increasing evidence supports the fundamental role of oncogenic kinase signaling networks in coordinating immunosuppressive tumor microenvironments. This has led to numerous studies examining the efficacy of kinase inhibitors in inducing anti-tumor immune responses by increasing tumor immunogenicity. Kinase inhibitors are the second most common FDA-approved group of drugs that are deployed for cancer treatment. With few exceptions, they inevitably lead to intrinsic and/or acquired resistance, particularly in patients with metastatic disease when used as a monotherapy. On the other hand, cancer immunotherapies, including immune checkpoint inhibitors, have revolutionized cancer treatment for malignancies such as melanoma and Citation: Ahn, R.; Ursini-Siegel, J. lung cancer. However, key hurdles remain to successfully incorporate such therapies in the treatment Clinical Potential of Kinase Inhibitors of other solid cancers. -
Kindlin-3 Mutation in Mesenchymal Stem Cells Results in Enhanced Chondrogenesis
bioRxiv preprint doi: https://doi.org/10.1101/578690; this version posted March 15, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC 4.0 International license. Kindlin-3 Mutation in Mesenchymal Stem Cells Results in Enhanced Chondrogenesis Bethany A. Kerr1,2,3, Lihong Shi2, Alexander H. Jinnah3, Jeffrey S. Willey3,4, Donald P. Lennon5, Arnold I. Caplan5, Tatiana V. Byzova1 1 Department of Molecular Cardiology, Joseph J. Jacobs Center for Thrombosis and Vascular Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, 44195 2 Department of Cancer Biology and Comprehensive Cancer Center, Wake Forest School of Medicine, Winston-Salem, NC 27157 3 Department of Orthopaedic Surgery, Wake Forest School of Medicine, Winston-Salem, NC 27157 4 Department of Radiation Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157 5 Skeletal Research Center, Department of Biology, Case Western Reserve University, Cleveland, Ohio, 44106 Running Title: Kindlin-3 regulates chondrogenesis Address correspondence to: Bethany Kerr, Ph.D., Wake Forest School of Medicine, 1 Medical Center Blvd, Winston-Salem, NC, 27157. Telephone: 336-716-0320; Twitter: @BethanyKerrLab; e-mail: [email protected]; ORCID: 0000-0002-2995-7549 Number of Figures: 7 Number of Tables: 1 bioRxiv preprint doi: https://doi.org/10.1101/578690; this version posted March 15, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. -
Activation of Diverse Signalling Pathways by Oncogenic PIK3CA Mutations
ARTICLE Received 14 Feb 2014 | Accepted 12 Aug 2014 | Published 23 Sep 2014 DOI: 10.1038/ncomms5961 Activation of diverse signalling pathways by oncogenic PIK3CA mutations Xinyan Wu1, Santosh Renuse2,3, Nandini A. Sahasrabuddhe2,4, Muhammad Saddiq Zahari1, Raghothama Chaerkady1, Min-Sik Kim1, Raja S. Nirujogi2, Morassa Mohseni1, Praveen Kumar2,4, Rajesh Raju2, Jun Zhong1, Jian Yang5, Johnathan Neiswinger6, Jun-Seop Jeong6, Robert Newman6, Maureen A. Powers7, Babu Lal Somani2, Edward Gabrielson8, Saraswati Sukumar9, Vered Stearns9, Jiang Qian10, Heng Zhu6, Bert Vogelstein5, Ben Ho Park9 & Akhilesh Pandey1,8,9 The PIK3CA gene is frequently mutated in human cancers. Here we carry out a SILAC-based quantitative phosphoproteomic analysis using isogenic knockin cell lines containing ‘driver’ oncogenic mutations of PIK3CA to dissect the signalling mechanisms responsible for oncogenic phenotypes induced by mutant PIK3CA. From 8,075 unique phosphopeptides identified, we observe that aberrant activation of PI3K pathway leads to increased phosphorylation of a surprisingly wide variety of kinases and downstream signalling networks. Here, by integrating phosphoproteomic data with human protein microarray-based AKT1 kinase assays, we discover and validate six novel AKT1 substrates, including cortactin. Through mutagenesis studies, we demonstrate that phosphorylation of cortactin by AKT1 is important for mutant PI3K-enhanced cell migration and invasion. Our study describes a quantitative and global approach for identifying mutation-specific signalling events and for discovering novel signalling molecules as readouts of pathway activation or potential therapeutic targets. 1 McKusick-Nathans Institute of Genetic Medicine and Department of Biological Chemistry, Johns Hopkins University School of Medicine, 733 North Broadway, BRB 527, Baltimore, Maryland 21205, USA. -
Human Caldag-GEFI Gene ( RASGRP2 ) Mutation Affects
Human CalDAG-GEFI gene ( RASGRP2 ) mutation affects platelet function and causes severe bleeding Matthias Canault, Dorsaf Ghalloussi, Charlotte Grosdidier, Marie Guinier, Claire Perret, Nadjim Chelghoum, Marine Germain, Hana Raslova, Franck Peiretti, Pierre E. Morange, et al. To cite this version: Matthias Canault, Dorsaf Ghalloussi, Charlotte Grosdidier, Marie Guinier, Claire Perret, et al.. Hu- man CalDAG-GEFI gene ( RASGRP2 ) mutation affects platelet function and causes severe bleed- ing. Journal of Experimental Medicine, Rockefeller University Press, 2014, 211 (7), pp.1349 - 1362. 10.1084/jem.20130477. hal-01478363 HAL Id: hal-01478363 https://hal.archives-ouvertes.fr/hal-01478363 Submitted on 27 May 2020 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Distributed under a Creative Commons Attribution - NonCommercial - ShareAlike| 4.0 International License Published June 23, 2014 Article Human CalDAG-GEFI gene (RASGRP2) mutation affects platelet function and causes severe bleeding Matthias Canault,1,2,3 Dorsaf Ghalloussi,1,2,3 Charlotte Grosdidier,1,2,3 Marie Guinier,4 Claire Perret,5,6,7 Nadjim Chelghoum,4 Marine Germain,5,6,7 Hana Raslova,8 Franck Peiretti,1,2,3 Pierre E. Morange,1,2,3 Noemie Saut,1,2,3 Xavier Pillois,9,10 Alan T. -
Knockout of STK10 Promotes the Migration and Invasion of Cervical Cancer Cells
7090 Original Article Knockout of STK10 promotes the migration and invasion of cervical cancer cells Lu Zhang1, Shun-Yuan Lu1, Rui Guo1, Jin-Xia Ma1, Ling-Yun Tang1, Yan Shen1, Chun-Ling Shen1, Li-Ming Lu2, Zhu-Gang Wang1, Jie Liu3, Hong-Xin Zhang1 1Research Center for Experimental Medicine, State Key Laboratory of Medical Genomics, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; 2Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai, China; 3Shanghai Institute of Orthopaedics and Traumatology, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China Contributions: (I) Conception and design: HX Zhang, J Liu; (II) Administrative support: ZG Wang, LM Lu; (III) Provision of study materials or patients: L Zhang, Y Shen, CL Shen; (IV) Collection and assembly of data: L Zhang, R Guo, SY Lu, JX Ma, LY Tang; (V) Data analysis and interpretation: LM Lu, ZG Wang, J Liu, HX Zhang; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors. Correspondence to: Dr. Hong-Xin Zhang. Research Center for Experimental Medicine, State Key Laboratory of Medical Genomics, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Rui Jin Road II, Shanghai, 200025, China. Email: [email protected]; Dr. Jie Liu. Shanghai Institute of Orthopaedics and Traumatology, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Rui Jin Road II, Shanghai 200025, China. Email: [email protected]. Background: Serine threonine kinase 10 (STK10) is an ERM kinase involved in the activation of ERM proteins and plays an essential role in the aggregation and adhesion of lymphocytes. -
Comprehensive Analysis of Prognostic Value and Immune Infiltration of Kindlin Family Members in Non-Small Cell Lung Cancer
Su et al. BMC Med Genomics (2021) 14:119 https://doi.org/10.1186/s12920-021-00967-2 RESEARCH Open Access Comprehensive analysis of prognostic value and immune infltration of kindlin family members in non-small cell lung cancer Xiaoshan Su1†, Ning Liu2†, Weijing Wu1†, Zhixing Zhu1,3, Yuan Xu1, Feng He2, Xinfu Chen2 and Yiming Zeng1* Abstract Background: Kindlin Family Members have been reported to be aberrantly expressed in various human cancer types and involved in tumorigenesis, tumor progression, and chemoresistance. However, their roles in non-small cell lung cancer (NSCLC) remain poorly elucidated. Methods: We analyzed the prognostic value and immune infltration of Kindlins in NSCLC through Oncomine, GEPIA, UALCAN, CCLE, Kaplan-Meier plotter, cBioPortal, TIMER, GeneMANIA, STRING, and DAVID database. Additionally, the mRNA expression levels of Kindlins were verifed in 30 paired NSCLC tissues and NSCLC cell lines by real-time PCR. Results: The expression level of FERMT1 was remarkably increased in NSCLC tissues and NSCLC cell lines, while FERMT2 and FERMT3 were reduced. Kindlins expressions were associated with individual cancer stages and nodal metastasis. We also found that higher expression level of FERMT1 was obviously correlated with worse overall survival (OS) in patients with NSCLC, while higher FERMT2 was strongly associated with better overall survival (OS) and frst progression (FP). Additionally, the expression of FERMT2 and FERMT3 were obviously correlated with the immune infltration of diverse immune cells. Functional enrichment analysis has shown that Kindlins may be signifcantly cor- related with intracellular signal transduction, ATP binding and the PI3K-Akt signaling pathway in NSCLC. Conclusions: The research provides a new perspective on the distinct roles of Kindlins in NSCLC and likely has impor- tant implications for future novel biomarkers and therapeutic targets in NSCLC.