An aging-related signature predicts favorable outcome and immunogenicity in lung adenocarcinoma

被引:10
作者
Zhang, Wenjing [1 ]
Li, Yuting [2 ]
Lyu, Juncheng [1 ]
Shi, Fuyan [1 ]
Kong, Yujia [1 ]
Sheng, Chao [3 ]
Wang, Suzhen [1 ]
Wang, Qinghua [1 ]
机构
[1] Weifang Med Univ, Sch Publ Hlth, Key Lab Med & Hlth Shandong Prov, Dept Hlth Stat, Baotong Xi St, Weifang 261053, Shandong, Peoples R China
[2] Tianjin Med Univ, Canc Inst & Hosp, Tianjin Canc Inst, Natl Clin Res Ctr Canc,Key Lab Canc Prevent & The, Tianjin, Peoples R China
[3] Tianjin Med Univ, Canc Inst & Hosp, Key Lab Mol Canc Epidemiol Tianjin, Natl Clin Res Ctr Canc,Dept Epidemiol & Biostat, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
aging risk signature; immunotherapy efficacy; lung adenocarcinoma; predictive indicator; prognosis; tumor immunogenicity; IMMUNE CHECKPOINT INHIBITORS; CANCER; TP53; ASSOCIATION; MUTATIONS; LONGEVITY; EVOLUTIONARY; BLOCKADE;
D O I
10.1111/cas.15254
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aging has been demonstrated to play vital roles in the prognosis and treatment efficacy of cancers, including lung adenocarcinoma (LUAD). This novel study aimed to construct an aging-related risk signature to evaluate the prognosis and immunogenicity of LUAD. Transcriptomic profiles and clinical information were collected from a total of 2518 LUAD patients from 12 independent cohorts. The risk signature was developed by combining specific gene expression with the corresponding regression coefficients. One cohort treated with the immune checkpoint inhibitor (ICI) was also used. Subsequently, a risk signature was developed based on 21 aging-related genes. LUAD patients with low-risk scores exhibited improved survival outcomes in both the discovery and validation cohorts. Further immunology analysis revealed elevated lymphocyte infiltration, decreased infiltration of immune-suppressive cells, immune response-related pathways, and favorable ICI predictor enrichment in the low-risk subgroup. Genomic mutation exploration indicated the enhanced mutation burden and higher mutation rates in significantly driver genes of TP53, KEAP1, SMARCA4, and RBM10 were enriched in patients with a low-risk signature. In the immunotherapeutic cohort, it was observed that low-risk aging scores were markedly associated with prolonged ICI prognosis. Overall, the estimated aging signature proved capable of evaluating the prognosis, tumor microenvironment, and immunogenicity, which further provided clues for tailoring prognosis prediction and immunotherapy strategies, apart from promoting individualized treatment plans for LUAD patients.
引用
收藏
页码:891 / 903
页数:13
相关论文
共 59 条
  • [1] Genomic Classification of Cutaneous Melanoma
    Akbani, Rehan
    Akdemir, Kadir C.
    Aksoy, B. Arman
    Albert, Monique
    Ally, Adrian
    Amin, Samirkumar B.
    Arachchi, Harindra
    Arora, Arshi
    Auman, J. Todd
    Ayala, Brenda
    Baboud, Julien
    Balasundaram, Miruna
    Balu, Saianand
    Barnabas, Nandita
    Bartlett, John
    Bartlett, Pam
    Bastian, Boris C.
    Baylin, Stephen B.
    Behera, Madhusmita
    Belyaev, Dmitry
    Benz, Christopher
    Bernard, Brady
    Beroukhim, Rameen
    Bir, Natalie
    Black, Aaron D.
    Bodenheimer, Tom
    Boice, Lori
    Boland, Genevieve M.
    Bono, Riccardo
    Bootwalla, Moiz S.
    Bosenberg, Marcus
    Bowen, Jay
    Bowlby, Reanne
    Bristow, Christopher A.
    Brockway-Lunardi, Laura
    Brooks, Denise
    Brzezinski, Jakub
    Bshara, Wiam
    Buda, Elizabeth
    Burns, William R.
    Butterfield, Yaron S. N.
    Button, Michael
    Calderone, Tiffany
    Cappellini, Giancarlo Antonini
    Carter, Candace
    Carter, Scott L.
    Cherney, Lynn
    Cherniack, Andrew D.
    Chevalier, Aaron
    Chin, Lynda
    [J]. CELL, 2015, 161 (07) : 1681 - 1696
  • [2] Signatures of mutational processes in human cancer
    Alexandrov, Ludmil B.
    Nik-Zainal, Serena
    Wedge, David C.
    Aparicio, Samuel A. J. R.
    Behjati, Sam
    Biankin, Andrew V.
    Bignell, Graham R.
    Bolli, Niccolo
    Borg, Ake
    Borresen-Dale, Anne-Lise
    Boyault, Sandrine
    Burkhardt, Birgit
    Butler, Adam P.
    Caldas, Carlos
    Davies, Helen R.
    Desmedt, Christine
    Eils, Roland
    Eyfjord, Jorunn Erla
    Foekens, John A.
    Greaves, Mel
    Hosoda, Fumie
    Hutter, Barbara
    Ilicic, Tomislav
    Imbeaud, Sandrine
    Imielinsk, Marcin
    Jaeger, Natalie
    Jones, David T. W.
    Jones, David
    Knappskog, Stian
    Kool, Marcel
    Lakhani, Sunil R.
    Lopez-Otin, Carlos
    Martin, Sancha
    Munshi, Nikhil C.
    Nakamura, Hiromi
    Northcott, Paul A.
    Pajic, Marina
    Papaemmanuil, Elli
    Paradiso, Angelo
    Pearson, John V.
    Puente, Xose S.
    Raine, Keiran
    Ramakrishna, Manasa
    Richardson, Andrea L.
    Richter, Julia
    Rosenstiel, Philip
    Schlesner, Matthias
    Schumacher, Ton N.
    Span, Paul N.
    Teague, Jon W.
    [J]. NATURE, 2013, 500 (7463) : 415 - +
  • [3] Association of the FOXO3A Locus with Extreme Longevity in a Southern Italian Centenarian Study
    Anselmi, Chiara Viviani
    Malovini, Alberto
    Roncarati, Roberta
    Novelli, Valeria
    Villa, Francesco
    Condorelli, Gianluigi
    Bellazzi, Riccardo
    Puca, Annibale Alessandro
    [J]. REJUVENATION RESEARCH, 2009, 12 (02) : 95 - 103
  • [4] Association of TP53 mutations with response and longer survival under immune checkpoint inhibitors in advanced non-small-cell lung cancer
    Assoun, Sandra
    Theou-Anton, Nathalie
    Nguenang, Marina
    Cazes, Aurelie
    Danel, Claire
    Abbar, Baptiste
    Pluvy, Johan
    Gounant, Valerie
    Khalil, Antoine
    Namour, Celin E.
    Brosseau, Solenn
    Zalcman, Gerard
    [J]. LUNG CANCER, 2019, 132 : 65 - 71
  • [5] IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade
    Ayers, Mark
    Lunceford, Jared
    Nebozhyn, Michael
    Murphy, Erin
    Loboda, Andrey
    Kaufman, David R.
    Albright, Andrew
    Cheng, Jonathan D.
    Kang, S. Peter
    Shankaran, Veena
    Piha-Paul, Sarina A.
    Yearley, Jennifer
    Seiwert, Tanguy Y.
    Ribas, Antoni
    McClanahan, Terrill K.
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) : 2930 - 2940
  • [6] Biomarkers for immune checkpoint inhibition in non-small cell lung cancer (NSCLC)
    Bodor, J. Nicholas
    Boumber, Yanis
    Borghaei, Hossein
    [J]. CANCER, 2020, 126 (02) : 260 - 270
  • [7] GWAS of Longevity in CHARGE Consortium Confirms APOE and FOXO3 Candidacy
    Broer, Linda
    Buchman, Aron S.
    Deelen, Joris
    Evans, Daniel S.
    Faul, Jessica D.
    Lunetta, Kathryn L.
    Sebastiani, Paola
    Smith, Jennifer A.
    Smith, Albert V.
    Tanaka, Toshiko
    Yu, Lei
    Arnold, Alice M.
    Aspelund, Thor
    Benjamin, Emelia J.
    De Jager, Philip L.
    Eirkisdottir, Gudny
    Evans, Denis A.
    Garcia, Melissa E.
    Hofman, Albert
    Kaplan, Robert C.
    Kardia, Sharon L. R.
    Kiel, Douglas P.
    Oostra, Ben A.
    Orwoll, Eric S.
    Parimi, Neeta
    Psaty, Bruce M.
    Rivadeneira, Fernando
    Rotter, Jerome I.
    Seshadri, Sudha
    Singleton, Andrew
    Tiemeier, Henning
    Uitterlinden, Andre G.
    Zhao, Wei
    Bandinelli, Stefania
    Bennett, David A.
    Ferrucci, Luigi
    Gudnason, Vilmundur
    Harris, Tamara B.
    Karasik, David
    Launer, Lenore J.
    Perls, Thomas T.
    Slagboom, P. Eline
    Tranah, Gregory J.
    Weir, David R.
    Newman, Anne B.
    van Duijn, Cornelia M.
    Murabito, Joanne M.
    [J]. JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2015, 70 (01): : 110 - 118
  • [8] Carlino MS, 2021, LANCET, V398, P1002, DOI 10.1016/S0140-6736(21)01206-X
  • [9] Development of tumor mutation burden as an immunotherapy biomarker: utility for the oncology clinic
    Chan, T. A.
    Yarchoan, M.
    Jaffee, E.
    Swanton, C.
    Quezada, S. A.
    Stenzinger, A.
    Peters, S.
    [J]. ANNALS OF ONCOLOGY, 2019, 30 (01) : 44 - 56
  • [10] Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade
    Charoentong, Pornpimol
    Finotello, Francesca
    Angelova, Mihaela
    Mayer, Clemens
    Efremova, Mirjana
    Rieder, Dietmar
    Hackl, Hubert
    Trajanoski, Zlatko
    [J]. CELL REPORTS, 2017, 18 (01): : 248 - 262