Posttranslational modifications induce autoantibodies with risk prediction capability in patients with small cell lung cancer

被引:10
作者
Lastwika, Kristin J. [1 ,2 ]
Kunihiro, Andrew [2 ]
Solan, Joell L. [2 ]
Zhang, Yuzheng [3 ]
Taverne, Lydia R. [2 ]
Shelley, David [2 ]
Rho, Jung-Hyun [2 ]
Randolph, Timothy W.
Li, Christopher I. [2 ]
Grogan, Eric L. [4 ]
Massion, Pierre P. [5 ]
Fitzpatrick, Annette L. [6 ,7 ]
MacPherson, David [2 ,8 ]
Houghton, A. McGarry [1 ,8 ]
Lampe, Paul D. [2 ,8 ]
机构
[1] Fred Hutchinson Canc Ctr, Clin Res Div, Seattle, WA 98109 USA
[2] Fred Hutchinson Ctr, Translat Res Program, Publ Hlth Sci, Seattle, WA 98109 USA
[3] Fred Hutch inson Canc Ctr, Dept Biostat, Seattle, WA 98109 USA
[4] Vanderbilt Univ Sch Med, Dept Surg Med Radiol & Radiol Sci, Nashville, TN 37232 USA
[5] VanderbiltIngram Canc Ctr, Dept Med, Div Allergy Pulm & Crit Care Med, Nashville, TN 37232 USA
[6] Univ Washington, Dept Family Med, Seattle, WA 98195 USA
[7] Univ Washington, Dept Family Med Epidemiol & Global Hlth, Seattle, WA 98195 USA
[8] Fred Hutchinson Canc Ctr, Human Biol Div, Seattle, WA 98109 USA
基金
美国国家卫生研究院;
关键词
PARANEOPLASTIC SYNDROMES; PROTEIN MODIFICATIONS; RHEUMATOID-ARTHRITIS; ANTIBODIES; BIOMARKER; DNA;
D O I
10.1126/scitranslmed.add8469
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Small cell lung cancer (SCLC) elicits the generation of autoantibodies that result in unique paraneoplastic neu-rological syndromes. The mechanistic basis for the formation of such autoantibodies is largely unknown but is key to understanding their etiology. We developed a high-dimensional technique that enables detection of au-toantibodies in complex with native antigens directly from patient plasma. Here, we used our platform to screen 1009 human plasma samples for 3600 autoantibody-antigen complexes, finding that plasma from patients with SCLC harbors, on average, fourfold higher disease-specific autoantibody signals compared with plasma from patients with other cancers. Across three independent SCLC cohorts, we identified a set of common but previ-ously unknown autoantibodies that are produced in response to both intracellular and extracellular tumor an-tigens. We further characterized several disease-specific posttranslational modifications within extracellular proteins targeted by these autoantibodies, including citrullination, isoaspartylation, and cancer-specific glyco-sylation. Because most patients with SCLC have metastatic disease at diagnosis, we queried whether these au-toantibodies could be used for SCLC early detection. We created a risk prediction model using five autoantibodies with an average area under the curve of 0.84 for the three cohorts that improved to 0.96 by incorporating cigarette smoke consumption in pack years. Together, our findings provide an innovative ap-proach to identify circulating autoantibodies in SCLC with mechanistic insight into disease-specific immunoge-nicity and clinical utility.
引用
收藏
页数:11
相关论文
共 60 条
[1]   Longitudinal Cell-Free DNA Analysis in Patients with Small Cell Lung Cancer Reveals Dynamic Insights into Treatment Efficacy and Disease Relapse [J].
Almodovar, Karinna ;
Iams, Wade T. ;
Meador, Catherine B. ;
Zhao, Zhiguo ;
York, Sally ;
Horn, Leora ;
Yan, Yingjun ;
Hernandez, Jennifer ;
Chen, Heidi ;
Shyr, Yu ;
Lim, Lee P. ;
Raymond, Christopher K. ;
Lovly, Christine M. .
JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (01) :112-123
[2]   Treatment for small cell lung cancer, where are we now?-a review [J].
Alvarado-Luna, Gabriela ;
Morales-Espinosa, Daniela .
TRANSLATIONAL LUNG CANCER RESEARCH, 2016, 5 (01) :26-38
[3]  
[Anonymous], 2012, HR733 112 C 2011 201
[4]   Paraneoplastic syndromes in lung cancer and their management [J].
Anwar, Asad ;
Jafri, Firas ;
Ashraf, Sara ;
Jafri, Mohammad Ali S. ;
Fanucchi, Michael .
ANNALS OF TRANSLATIONAL MEDICINE, 2019, 7 (15)
[5]   Targeting NOTCH activation in small cell lung cancer through LSD1 inhibition [J].
Augert, Arnaud ;
Eastwood, Emily ;
Ibrahim, Ali H. ;
Wu, Nan ;
Grunblatt, Eli ;
Basom, Ryan ;
Liggitt, Denny ;
Eaton, Keith D. ;
Martins, Renato ;
Poirier, John T. ;
Rudin, Charles M. ;
Milletti, Francesca ;
Cheng, Wei-Yi ;
Mack, Fiona ;
MacPherson, David .
SCIENCE SIGNALING, 2019, 12 (567)
[6]   Breaching B cell tolerance in the tumor microenvironment [J].
Banville, Allyson C. ;
Nelson, Brad H. .
CANCER CELL, 2022, 40 (04) :356-358
[7]   The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity [J].
Barretina, Jordi ;
Caponigro, Giordano ;
Stransky, Nicolas ;
Venkatesan, Kavitha ;
Margolin, Adam A. ;
Kim, Sungjoon ;
Wilson, Christopher J. ;
Lehar, Joseph ;
Kryukov, Gregory V. ;
Sonkin, Dmitriy ;
Reddy, Anupama ;
Liu, Manway ;
Murray, Lauren ;
Berger, Michael F. ;
Monahan, John E. ;
Morais, Paula ;
Meltzer, Jodi ;
Korejwa, Adam ;
Jane-Valbuena, Judit ;
Mapa, Felipa A. ;
Thibault, Joseph ;
Bric-Furlong, Eva ;
Raman, Pichai ;
Shipway, Aaron ;
Engels, Ingo H. ;
Cheng, Jill ;
Yu, Guoying K. ;
Yu, Jianjun ;
Aspesi, Peter, Jr. ;
de Silva, Melanie ;
Jagtap, Kalpana ;
Jones, Michael D. ;
Wang, Li ;
Hatton, Charles ;
Palescandolo, Emanuele ;
Gupta, Supriya ;
Mahan, Scott ;
Sougnez, Carrie ;
Onofrio, Robert C. ;
Liefeld, Ted ;
MacConaill, Laura ;
Winckler, Wendy ;
Reich, Michael ;
Li, Nanxin ;
Mesirov, Jill P. ;
Gabriel, Stacey B. ;
Getz, Gad ;
Ardlie, Kristin ;
Chan, Vivien ;
Myer, Vic E. .
NATURE, 2012, 483 (7391) :603-607
[8]   Citrullinated Vimentin Presented on MHC-II in Tumor Cells Is a Target for CD4+ T-Cell-Mediated Antitumor Immunity [J].
Brentville, Victoria A. ;
Metheringham, Rachael L. ;
Gunn, Barbara ;
Symonds, Peter ;
Daniels, Ian ;
Gijon, Mohamed ;
Cook, Katherine ;
Xue, Wei ;
Durrant, Lindy G. .
CANCER RESEARCH, 2016, 76 (03) :548-560
[9]   Citrullinated α-enolase is an effective target for anti-cancer immunity [J].
Cook, Katherine ;
Daniels, Ian ;
Symonds, Peter ;
Pitt, Tracy ;
Gijon, Mohamed ;
Xue, Wei ;
Metheringham, Rachael ;
Durrant, Lindy ;
Brentville, Victoria .
ONCOIMMUNOLOGY, 2018, 7 (02)
[10]   Spontaneous formation of L-isoaspartate and gain of function in fibronectin [J].
Curnis, Flavio ;
Longhi, Renato ;
Crippa, Luca ;
Cattaneo, Angela ;
Dondossola, Eleonora ;
Bachi, Angela ;
Corti, Angelo .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2006, 281 (47) :36466-36476