Methylation Signature Implicated in Immuno-Suppressive Activities in Tubo-Ovarian High-Grade Serous Carcinoma

被引:0
作者
Wang, Chen [1 ]
Block, Matthew S. [2 ,3 ]
Cunningham, Julie M.
Sherman, Mark E. [4 ]
McCauley, Bryan M. [5 ]
Armasu, Sebastian M. [5 ]
Vierkant, Robert A. [1 ]
Traficante, Nadia [7 ]
Talhouk, Aline [9 ,10 ,11 ]
Doherty, Jennifer A. [17 ]
Pejovic, Nadja [14 ]
Kobel, Martin [15 ]
Jorgensen, Brooke D. [16 ]
Garsed, Dale W. [6 ]
Fereday, Sian [6 ,7 ]
Ramus, Susan J. [12 ,13 ]
Ariyaratne, Dinuka [6 ]
Anglesio, Michael S. [9 ,10 ,18 ]
Widschwendter, Martin [19 ]
Pejovic, Tanja [20 ,21 ]
Bosquet, Jesus Gonzalez [22 ]
Bowtell, David D. [6 ]
Winham, Stacey J. [1 ]
Goode, Ellen L.
机构
[1] Mayo Clin, Div Computat Biol, Dept Quantitat Hlth Sci, Rochester, MN USA
[2] Mayo Clin, Dept Oncol, Rochester, MN USA
[3] Mayo Clin, Dept Lab Med & Pathol, Rochester, MN USA
[4] Mayo Clin, Dept Quantitat Hlth Sci, Jacksonville, FL USA
[5] Mayo Clin, Dept Quantitat Hlth Sci, Div Clin Trials & Biostat, Rochester, MN USA
[6] Peter MacCallum Canc Ctr, Melbourne, Vic, Australia
[7] Univ Melbourne, Sir Peter MacCallum Dept Oncol, Parkville, Vic, Australia
[8] Univ Sydney, Westmead Hosp, Dept Gynaecol Oncol, Sydney, NSW, Australia
[9] Vancouver Gen Hosp, British Columbias Ovarian Canc Res OVCARE Program, BC Canc, Vancouver, BC, Canada
[10] Univ British Columbia, Vancouver, BC, Canada
[11] Univ British Columbia, Dept Obstet & Gynecol, Vancouver, BC, Canada
[12] Univ NSW Sydney, Fac Med, Sch Clin Med, Sydney, NSW, Australia
[13] Univ NSW Sydney, Lowy Canc Res Ctr, Adult Canc Program, Sydney, NSW, Australia
[14] St Louis Sch Med, St. Louis, MO USA
[15] Univ Calgary, Dept Pathol & Lab Med, Calgary, AB, Canada
[16] Mayo Clin, Div Epidemiol, Dept Quantitat Hlth Sci, Rochester, MN USA
[17] Univ Utah, Huntsman Canc Inst, Dept Pop ulat Hlth Sci, Salt Lake City, UT USA
[18] Univ British Columbia, Dept Pathol & Lab Med, Vancouver, BC, Canada
[19] Univ Innsbruck, European Translat Oncol Prevent & Screening EUTOP, Hall In Tirol, Austria
[20] Oregon Hlth & Sci Univ, Dept Obstet & Gynecol, Portland, OR USA
[21] Oregon Hlth & Sci Univ, Knight Canc Inst, Portland, OR USA
[22] Univ Iowa, Div Gynecol Oncol, Dept Obstet & Gynecol, Iowa City, IA USA
基金
欧洲研究理事会; 英国医学研究理事会; 美国国家卫生研究院; 欧盟地平线“2020”; 澳大利亚国家健康与医学研究理事会;
关键词
OVARIAN-CANCER; REGULARIZATION; SURVIVAL;
D O I
10.1158/1055-9965.EPI-22-0941
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Better understanding of prognostic factors in tubo-ovarian high-grade serous carcinoma (HGSC) is critical, as diag-nosis confers an aggressive disease course. Variation in tumor DNA methylation shows promise predicting outcome, yet prior studies were largely platform-specific and unable to evaluate multiple molecular features. Methods: We analyzed genome-wide DNA methylation in 1,040 frozen HGSC, including 325 previously reported upon, seeking a multi-platform quantitative methylation signature that we evalu-ated in relation to clinical features, tumor characteristics, time to recurrence/death, extent of CD8+ tumor-infiltrating lymphocytes (TIL), gene expression molecular subtypes, and gene expression of the ATP-binding cassette transporter TAP1. Results: Methylation signature was associated with shorter time to recurrence, independent of clinical factors (N = 715 new set, hazard ratio (HR), 1.65; 95% confidence interval (CI), 1.10-2.46; P = 0.015; N = 325 published set HR, 2.87; 95% CI, 2.17-3.81; P = 2.2 x 10-13) and remained prognostic after adjustment for gene expression molecular subtype and TAP1 expression (N = 599; HR, 2.22; 95% CI, 1.66-2.95; P = 4.1 x 10-8). Methylation signature was inversely related to CD8+ TIL levels (P = 2.4 x 10-7) and TAP1 expression (P = 0.0011) and was associated with gene expression molecular subtype (P = 5.9 x 10-4) in covariate-adjusted analysis. Conclusions: Multi-center analysis identified a novel quantita- tive tumor methylation signature of HGSC applicable to numerous commercially available platforms indicative of shorter time to recurrence/death, adjusting for other factors. Along with immune cell composition analysis, these results suggest a role for DNA methylation in the immunosuppressive microenvironment. Impact: This work aids in identification of targetable epigenome processes and stratification of patients for whom tailored treatment may be most beneficial.
引用
收藏
页码:542 / 549
页数:8
相关论文
共 25 条
  • [1] Intra-Gene DNA Methylation Variability Is a Clinically Independent Prognostic Marker in Women's Cancers
    Bartlett, Thomas E.
    Jones, Allison
    Goode, Ellen L.
    Fridley, Brooke L.
    Cunningham, Julie M.
    Berns, Els M. J. J.
    Wik, Elisabeth
    Salvesen, Helga B.
    Davidson, Ben
    Trope, Claes G.
    Lambrechts, Sandrina
    Vergote, Ignace
    Widschwendter, Martin
    [J]. PLOS ONE, 2015, 10 (12):
  • [2] Integrated genomic analyses of ovarian carcinoma
    Bell, D.
    Berchuck, A.
    Birrer, M.
    Chien, J.
    Cramer, D. W.
    Dao, F.
    Dhir, R.
    DiSaia, P.
    Gabra, H.
    Glenn, P.
    Godwin, A. K.
    Gross, J.
    Hartmann, L.
    Huang, M.
    Huntsman, D. G.
    Iacocca, M.
    Imielinski, M.
    Kalloger, S.
    Karlan, B. Y.
    Levine, D. A.
    Mills, G. B.
    Morrison, C.
    Mutch, D.
    Olvera, N.
    Orsulic, S.
    Park, K.
    Petrelli, N.
    Rabeno, B.
    Rader, J. S.
    Sikic, B. I.
    Smith-McCune, K.
    Sood, A. K.
    Bowtell, D.
    Penny, R.
    Testa, J. R.
    Chang, K.
    Dinh, H. H.
    Drummond, J. A.
    Fowler, G.
    Gunaratne, P.
    Hawes, A. C.
    Kovar, C. L.
    Lewis, L. R.
    Morgan, M. B.
    Newsham, I. F.
    Santibanez, J.
    Reid, J. G.
    Trevino, L. R.
    Wu, Y. -Q.
    Wang, M.
    [J]. NATURE, 2011, 474 (7353) : 609 - 615
  • [3] Molecular Classification of Epithelial Ovarian Cancer Based on Methylation Profiling: Evidence for Survival Heterogeneity
    Bodelon, Clara
    Killian, J. Keith
    Sampson, Joshua N.
    Anderson, William F.
    Matsuno, Rayna
    Brinton, Louise A.
    Lissowska, Jolanta
    Anglesio, Michael S.
    Bowtell, David D. L.
    Doherty, Jennifer A.
    Ramus, Susan J.
    Talhouk, Aline
    Sherman, Mark E.
    Wentzensen, Nicolas
    [J]. CLINICAL CANCER RESEARCH, 2019, 25 (19) : 5937 - 5946
  • [4] Rethinking ovarian cancer II: reducing mortality from high-grade serous ovarian cancer
    Bowtell, David D.
    Boehm, Steffen
    Ahmed, Ahmed A.
    Aspuria, Paul-Joseph
    Bast, Robert C., Jr.
    Beral, Valerie
    Berek, Jonathan S.
    Birrer, Michael J.
    Blagden, Sarah
    Bookman, Michael A.
    Brenton, James D.
    Chiappinelli, Katherine B.
    Martins, Filipe Correia
    Coukos, George
    Drapkin, Ronny
    Edmondson, Richard
    Fotopoulou, Christina
    Gabra, Hani
    Galon, Jerome
    Gourley, Charlie
    Heong, Valerie
    Huntsman, David G.
    Iwanicki, Marcin
    Karlan, Beth Y.
    Kaye, Allyson
    Lengyel, Ernst
    Levine, Douglas A.
    Lu, Karen H.
    McNeish, Iain A.
    Menon, Usha
    Narod, Steven A.
    Nelson, Brad H.
    Nephew, Kenneth P.
    Pharoah, Paul
    Powell, Daniel J., Jr.
    Ramos, Pilar
    Romero, Iris L.
    Scott, Clare L.
    Sood, Anil K.
    Stronach, Euan A.
    Balkwill, Frances R.
    [J]. NATURE REVIEWS CANCER, 2015, 15 (11) : 668 - 679
  • [5] Clinical Characteristics of Ovarian Cancer Classified by BRCA1, BRCA2, and RAD51C Status
    Cunningham, J. M.
    Cicek, M. S.
    Larson, N. B.
    Davila, J.
    Wang, C.
    Larson, M. C.
    Song, H.
    Dicks, E. M.
    Harrington, P.
    Wick, M.
    Winterhoff, B. J.
    Hamidi, H.
    Konecny, G. E.
    Chien, J.
    Bibikova, M.
    Fan, J. -B.
    Kalli, K. R.
    Lindor, N. M.
    Fridley, B. L.
    Pharoah, P. P. D.
    Goode, E. L.
    [J]. SCIENTIFIC REPORTS, 2014, 4
  • [6] Cooperation between Constitutive and Inducible Chemokines Enables T Cell Engraftment and Immune Attack in Solid Tumors
    Dangaj, Denarda
    Bruand, Marine
    Grimm, Alizee J.
    Ronet, Catherine
    Barras, David
    Duttagupta, Priyanka A.
    Lanitis, Evripidis
    Duraiswamy, Jaikumar
    Tanyi, Janos L.
    Benencia, Fabian
    Conejo-Garcia, Jose
    Ramay, Hena R.
    Montone, Kathleen T.
    Powell, Daniel J., Jr.
    Gimotty, Phyllis A.
    Facciabene, Andrea
    Jackson, Donald G.
    Weber, Jeffrey S.
    Rodig, Scott J.
    Hodi, Stephen F.
    Kandalaft, Lana E.
    Irving, Melita
    Zhang, Lin
    Foukas, Periklis
    Rusakiewicz, Sylvie
    Delorenzi, Mauro
    Coukos, George
    [J]. CANCER CELL, 2019, 35 (06) : 885 - +
  • [7] Regularization Paths for Generalized Linear Models via Coordinate Descent
    Friedman, Jerome
    Hastie, Trevor
    Tibshirani, Rob
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2010, 33 (01): : 1 - 22
  • [8] Dose-Response Association of CD8+ Tumor-Infiltrating Lymphocytes and Survival Time in High-Grade Serous Ovarian Cancer
    Goode, Ellen L.
    Block, Matthew S.
    Kalli, Kimberly R.
    Vierkant, Robert A.
    Chen, Wenqian
    Fogarty, Zachary C.
    Gentry-Maharaj, Aleksandra
    Toloczko, Aleksandra
    Hein, Alexander
    Bouligny, Aliecia L.
    Jensen, Allan
    Osorio, Ana
    Hartkopf, Andreas D.
    Ryan, Andy
    Chudecka-Glaz, Anita
    Magliocco, Anthony M.
    Hartmann, Arndt
    Jung, Audrey Y.
    Gao, Bo
    Hernandez, Brenda Y.
    Fridley, Brooke L.
    McCauley, Bryan M.
    Kennedy, Catherine J.
    Wang, Chen
    Karpinskyj, Chloe
    de Sousa, Christiani B.
    Tiezzi, Daniel G.
    Wachter, David L.
    Herpel, Esther
    Taran, Florin Andrei
    Modugno, Francesmary
    Nelson, Gregg
    Lubinski, Jan
    Menkiszak, Janusz
    Alsop, Jennifer
    Lester, Jenny
    Garcia-Donas, Jesus
    Nation, Jill
    Hung, Jillian
    Palacios, Jose
    Rothstein, Joseph H.
    Kelley, Joseph L.
    de Andrade, Jurandyr M.
    Robles-Diaz, Luis
    Intermaggio, Maria P.
    Widschwendter, Martin
    Beckmann, Matthias W.
    Ruebner, Matthias
    Jimenez-Linan, Mercedes
    Singh, Naveena
    [J]. JAMA ONCOLOGY, 2017, 3 (12)
  • [9] DNA Methylation as a Robust Classifier of Epithelial Ovarian Cancer
    Ishak, Charles A.
    Lheureux, Stephanie
    De Carvalho, Daniel D.
    [J]. CLINICAL CANCER RESEARCH, 2019, 25 (19) : 5729 - 5731
  • [10] An Immunohistochemical Algorithm for Ovarian Carcinoma Typing
    Kobel, Martin
    Rahimi, Kurosh
    Rambau, Peter F.
    Naugler, Christopher
    Le Page, Cecile
    Meunier, Liliane
    de Ladurantaye, Manon
    Lee, Sandra
    Leung, Samuel
    Goode, Ellen L.
    Ramus, Susan J.
    Carlson, Joseph W.
    Li, Xiaodong
    Ewanowich, Carol A.
    Kelemen, Linda E.
    Vanderhyden, Barbara
    Provencher, Diane
    Huntsman, David
    Lee, Cheng-Han
    Gilks, C. Blake
    Masson, Anne-Marie Mes
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGICAL PATHOLOGY, 2016, 35 (05) : 430 - 441