Identification of an IDO1-based immune classifier for survival prediction of upper tract urothelial carcinoma

被引:0
作者
Zhong, Wenlong [1 ,2 ,3 ]
Yang, Meng [4 ]
Cheng, Sida [5 ]
Hou, Weibin [6 ]
Wang, Bo [1 ,2 ,3 ]
Chen, Junyu [1 ,2 ,3 ]
Yu, Hao [1 ,2 ,3 ]
Ouyang, Yi [1 ,2 ,3 ]
Wang, Xiaofei [1 ,2 ,3 ]
Ou, Ziwei [1 ,2 ,3 ]
Xu, Peiqi [4 ]
Li, Xuesong
Zhou, Liqun [5 ]
Huang, Jian [1 ,2 ,3 ]
Wang, Chunhui [4 ]
Lin, Tianxin [1 ,2 ,3 ,7 ]
机构
[1] Sun Yat Sen Zhongshan Univ, Sun Yat Sen Mem Hosp, Dept Urol, Guangzhou 510120, Peoples R China
[2] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Guangdong Prov Key Lab Malignant Tumor Epigenet &, Guangzhou, Peoples R China
[3] Guangdong Prov Clin Res Ctr Urol Dis, Guangzhou, Peoples R China
[4] Kunming Med Univ, Yanan Hosp, Dept Urol, Kunming, Yunnan, Peoples R China
[5] Peking Univ First Hosp, Dept Urol, Beijing, Peoples R China
[6] Cent South Univ, Third Xiangya Hosp, Dept Urol, Changsha, Peoples R China
[7] Kashgar Prefecture First Peoples Hosp Kashi, Xinjiang, Peoples R China
基金
中国国家自然科学基金;
关键词
CD8; immune classifier; indoleamine; 2; 3-dioxygenase; 1; PD-L1; upper tract urothelial carcinoma; CISPLATIN-INELIGIBLE PATIENTS; INFILTRATING T-CELLS; INDOLEAMINE 2,3-DIOXYGENASE; RADICAL NEPHROURETERECTOMY; SINGLE-ARM; EXPRESSION; IDO1; ATEZOLIZUMAB; CHEMOTHERAPY; MULTICENTER;
D O I
10.1111/cas.15253
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The limited response rate of immunotherapy in upper tract urothelial carcinoma (UTUC) might be attributed to additional immunosuppressive mechanisms in vivo. As a promising immune checkpoint target, the expression and prognostic role of indoleamine 2,3-dioxygenase 1 (IDO1) in UTUC remains unknown. In this study, the expression and prognostic value of IDO1 was analyzed in 251 patients from 3 independent cohorts. The least absolute shrinkage and selection operator (LASSO) Cox regression model was used to construct an IDO1-based immune classifier and external validation was performed to further validate the classifier. RNA sequencing and immunofluorescence were used to explore the immune contexture of different risk groups stratified by classifier. We found that high IDO1 expression on tumor cells (TC) indicated a poorer overall survival and disease-free survival in all cohorts. Patients with high expression of IDO1 TC possessed increased infiltration of CD4(+), CD8(+) and Foxp3(+) T cells. An immune classifier based on intratumoral CD8(+) lymphocytes, IDO1 TC, and stromal PD-L1 expression status was developed, with its area under the curves (AUCs) values for overall survival at 5 y being 0.79 (95% confidence interval [CI] 0.65-0.93) in the discovery cohort, 0.75 (95% CI 0.58-0.92) and 0.78 (95% CI 0.65-0.92) in the internal and external validation cohorts, respectively. The high-risk group stratified by the immune classifier was associated with immunosuppressive contexture, accompanied by enhanced CD8(+) T cells exhaustion patterns. Our IDO1-based immune classifier can provide a superior accuracy for survival prediction and lead to individual stratification of UTUC immune subtypes.
引用
收藏
页码:852 / 863
页数:12
相关论文
共 38 条
  • [1] Oncological outcomes after radical nephroureterectomy for upper tract urothelial carcinoma: Comparison over the three decades
    Adibi, Mehrad
    Youssef, Ramy
    Shariat, Shahrokh F.
    Lotan, Yair
    Wood, Christopher G.
    Sagalowsky, Arthur I.
    Zigeuner, Richard
    Montorsi, Francesco
    Bolenz, Christian
    Margulis, Vitaly
    [J]. INTERNATIONAL JOURNAL OF UROLOGY, 2012, 19 (12) : 1060 - 1066
  • [2] IDO Activates Regulatory T Cells and Blocks Their Conversion into Th17-Like T Cells
    Baban, Babak
    Chandler, Phillip R.
    Sharma, Madhav D.
    Pihkala, Jeanene
    Koni, Pandelakis A.
    Munn, David H.
    Mellor, Andrew L.
    [J]. JOURNAL OF IMMUNOLOGY, 2009, 183 (04) : 2475 - 2483
  • [3] First-line pembrolizumab in cisplatin-ineligible patients with locally advanced and unresectable or metastatic urothelial cancer (KEYNOTE-052): a multicentre, single-arm, phase 2 study
    Balar, Arjun V.
    Castellano, Daniel
    O'Donnell, Peter H.
    Grivas, Petros
    Vuky, Jacqueline
    Powles, Thomas
    Plimack, Elizabeth R.
    Hahn, Noah M.
    de Wit, Ronald
    Pang, Lei
    Savage, Mary J.
    Perini, Rodolfo F.
    Keefe, Stephen M.
    Bajorin, Dean
    Bellmunt, Joaquim
    [J]. LANCET ONCOLOGY, 2017, 18 (11) : 1483 - 1492
  • [4] Atezolizumab as first-line treatment in cisplatin-ineligible patients with locally advanced and metastatic urothelial carcinoma: a single-arm, multicentre, phase 2 trial
    Balar, Arjun V.
    Galsky, Matthew D.
    Rosenberg, Jonathan E.
    Powles, Thomas
    Petrylak, Daniel P.
    Bellmunt, Joaquim
    Loriot, Yohann
    Necchi, Andrea
    Hoffman-Censits, Jean
    Perez-Gracia, Jose Luis
    Dawson, Nancy A.
    van der Heijden, Michiel S.
    Dreicer, Robert
    Srinivas, Sandy
    Retz, Margitta M.
    Joseph, Richard W.
    Drakaki, Alexandra
    Vaishampayan, Ulka N.
    Sridhar, Srikala S.
    Quinn, David I.
    Duran, Ignacio
    Shaffer, David R.
    Eigl, Bernhard J.
    Grivas, Petros D.
    Yu, Evan Y.
    Li, Shi
    Kadel, Edward E., III
    Boyd, Zachary
    Bourgon, Richard
    Hegde, Priti S.
    Mariathasan, Sanjeev
    Thastrom, AnnChristine
    Abidoye, Oyewale O.
    Fine, Gregg D.
    Bajorin, Dean F.
    [J]. LANCET, 2017, 389 (10064) : 67 - 76
  • [5] Indoleamine 2,3-dioxygenase provides adaptive resistance to immune checkpoint inhibitors in hepatocellular carcinoma
    Brown, Zachary J.
    Yu, Su Jong
    Heinrich, Bernd
    Ma, Chi
    Fu, Qiong
    Sandhu, Milan
    Agdashian, David
    Zhang, Qianfei
    Korangy, Firouzeh
    Greten, Tim F.
    [J]. CANCER IMMUNOLOGY IMMUNOTHERAPY, 2018, 67 (08) : 1305 - 1315
  • [6] A nomogram-based immunoprofile predicts overall survival for previously untreated patients with esophageal squamous cell carcinoma after esophagectomy
    Duan, Jingjing
    Xie, Yongwei
    Qu, Lijuan
    Wang, Lingxiong
    Zhou, Shunkai
    Wang, Yu
    Fan, Zhongyi
    Yang, Shengsheng
    Jiao, Shunchang
    [J]. JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2018, 6
  • [7] A promoter-level mammalian expression atlas
    Forrest, Alistair R. R.
    Kawaji, Hideya
    Rehli, Michael
    Baillie, J. Kenneth
    de Hoon, Michiel J. L.
    Haberle, Vanja
    Lassmann, Timo
    Kulakovskiy, Ivan V.
    Lizio, Marina
    Itoh, Masayoshi
    Andersson, Robin
    Mungall, Christopher J.
    Meehan, Terrence F.
    Schmeier, Sebastian
    Bertin, Nicolas
    Jorgensen, Mette
    Dimont, Emmanuel
    Arner, Erik
    Schmidl, Christian
    Schaefer, Ulf
    Medvedeva, Yulia A.
    Plessy, Charles
    Vitezic, Morana
    Severin, Jessica
    Semple, Colin A.
    Ishizu, Yuri
    Young, Robert S.
    Francescatto, Margherita
    Alam, Intikhab
    Albanese, Davide
    Altschuler, Gabriel M.
    Arakawa, Takahiro
    Archer, John A. C.
    Arner, Peter
    Babina, Magda
    Rennie, Sarah
    Balwierz, Piotr J.
    Beckhouse, Anthony G.
    Pradhan-Bhatt, Swati
    Blake, Judith A.
    Blumenthal, Antje
    Bodega, Beatrice
    Bonetti, Alessandro
    Briggs, James
    Brombacher, Frank
    Burroughs, A. Maxwell
    Califano, Andrea
    Cannistraci, Carlo V.
    Carbajo, Daniel
    Chen, Yun
    [J]. NATURE, 2014, 507 (7493) : 462 - +
  • [8] Indoleamine 2,3-Dioxygenase Expression Pattern in the Tumor Microenvironment Predicts Clinical Outcome in Early Stage Cervical Cancer
    Heeren, A. Marijne
    van Dijk, Ilse
    Berry, Daniella R. A. I.
    Khelil, Maryam
    Ferns, Debbie
    Kole, Jeroen
    Musters, Rene J. P.
    Thijssen, Victor L.
    Mom, Constantijne H.
    Kenter, Gemma G.
    Bleeker, Maaike C. G.
    de Gruijl, Tanja D.
    Jordanova, Ekaterina S.
    [J]. FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [9] High expression of indoleamine 2,3-dioxygenase in the tumour is associated with medullary features and favourable outcome in basal-like breast carcinoma
    Jacquemier, Jocelyne
    Bertucci, Francois
    Finetti, Pascal
    Esterni, Benjamin
    Charafe-Jauffret, Emmanuelle
    Thibult, Marie-Laure
    Houvenaeghel, Gilles
    Van den Eynde, Benoit
    Birnbaum, Daniel
    Olive, Daniel
    Xerri, Luc
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2012, 130 (01) : 96 - 104
  • [10] IDO1 Expression Is Associated With Immune Tolerance and Poor Prognosis in Patients With Surgically Resected Esophageal Cancer
    Kiyozumi, Yuki
    Baba, Yoshijtuni
    Okadome, Kazuo
    Yagi, Taisuke
    Ishimoto, Takatsugu
    Iwatsuki, Masaaki
    Miyamoto, Yuji
    Yoshida, Naoya
    Watanabe, Masayuki
    Komohara, Yoshihiro
    Baba, Hideo
    [J]. ANNALS OF SURGERY, 2019, 269 (06) : 1101 - 1108