Macrophages and monocytes mediated activation of oxidative phosphorylation implicated the prognosis and clinical therapeutic strategy of Wilms tumour

被引:5
作者
Meng, Jialin [1 ,2 ,3 ]
Chen, Yonghao [4 ]
Lu, Xiaofan [5 ,6 ]
Ge, Qintao [1 ,2 ,3 ]
Yang, Feixiang [1 ,2 ,3 ]
Bai, Suwen [7 ]
Liang, Chaozhao [1 ,2 ,3 ]
Du, Juan [7 ]
机构
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Urol, Hefei 230022, Anhui, Peoples R China
[2] Anhui Med Univ, Inst Urol, Hefei 230022, Anhui, Peoples R China
[3] Anhui Med Univ, Anhui Prov Key Lab Genitourinary Dis, Hefei 230022, Anhui, Peoples R China
[4] Sichuan Univ, Dept Gastroenterol, West China Hosp, Chengdu 610041, Sichuan, Peoples R China
[5] China Pharmaceut Univ, Res Ctr Biostat & Computat Pharm, State Key Lab Nat Med, Nanjing 211198, Peoples R China
[6] UNISTRA, Dept Canc & Funct Genom, INSERM, CNRS,Inst Genet & Mol & Cellular Biol, F-67400 Strasbourg, France
[7] Chinese Univ Hong Kong, Affiliated Hosp 2, Sch Med, Shenzhen 518172, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Nomogram; Tumor-infiltratingimmunecells; Prognosis; Wilmstumor; Macrophages; EXPRESSION; CELLS; MICROENVIRONMENT; LANDSCAPE;
D O I
10.1016/j.csbj.2022.06.052
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Wilms tumour is the fourth leading cause of paediatric malignancy, but the detailed relationship between the tumour microenvironment and prognosis remains largely unclear. In this research, gene expression profile and clinical information from TARGET and the First Affiliated Hospital of Anhui Medical University were collected. After comparing the prognostic value of the associated immune cells, we established a nomogram to predict the prognosis of Wilms tumour based on monocyte infiltration, macrophage infiltration, stage, and sex. Further results showed that the most significant relationship between matrix metallopeptidase 9 and prognosis or macrophage infiltration. Meanwhile, by gene set enrichment or variation analyses and immunohistochemistry staining, we demonstrated that the most highly enriched hub genes were closely related to the activated oxidative phosphorylation pathway. Finally, through tumour immune dysfunction and an exclusion algorithm, the satisfactory discriminative performance of our nomogram was revealed for predicting the response to clinical therapy. Anti-PD1 therapy is more suitable for Wilms tumour patients with high nomogram points, and chemotherapies are more effective for patients with low nomogram score.(c) 2022 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. This is an open access article under the CC BY-NC-ND license (http://creative-commons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:3399 / 3408
页数:10
相关论文
共 54 条
[1]   Update on Wilms tumor [J].
Aldrink, Jennifer H. ;
Heaton, Todd E. ;
Dasgupta, Roshni ;
Lautz, Timothy B. ;
Malek, Marcus M. ;
Abdessalam, Shahab F. ;
Weil, Brent R. ;
Rhee, Daniel S. ;
Baertschiger, Reto ;
Ehrlich, Peter F. .
JOURNAL OF PEDIATRIC SURGERY, 2019, 54 (03) :390-397
[2]   Energy metabolism in neuroblastoma and Wilms tumor [J].
Aminzadeh, Sepideh ;
Vidali, Silvia ;
Sperl, Wolfgang ;
Kofler, Barbara ;
Feichtinger, Rene G. .
TRANSLATIONAL PEDIATRICS, 2015, 4 (01) :20-32
[3]   The Hypermethylation of Foxp3 Promoter Impairs the Function of Treg Cells in EAP [J].
Chen, Jing ;
Zhan, Changsheng ;
Zhang, Li ;
Zhang, Ligang ;
Liu, Yi ;
Zhang, Yong ;
Du, Hexi ;
Liang, Chaozhao ;
Chen, Xianguo .
INFLAMMATION, 2019, 42 (05) :1705-1718
[4]   Wilms' tumour: a systematic review of risk factors and meta-analysis [J].
Chu, Anna ;
Heck, Julia E. ;
Ribeiro, Karina Braga ;
Brennan, Paul ;
Boffetta, Paolo ;
Buffler, Patricia ;
Hung, Rayjean J. .
PAEDIATRIC AND PERINATAL EPIDEMIOLOGY, 2010, 24 (05) :449-469
[5]   Global Disparities in Wilms Tumor [J].
Cunningham, Megan E. ;
Klug, Theodore D. ;
Nuchtern, Jed G. ;
Chintagumpala, Murali M. ;
Venkatramani, Rajkumar ;
Lubega, Joseph ;
Naik-Mathuria, Bindi J. .
JOURNAL OF SURGICAL RESEARCH, 2020, 247 :34-51
[6]   Frailty is associated with chronic inflammation and pro-inflammatory monocyte subpopulations [J].
Cybularz, Maria ;
Wydra, Sandy ;
Berndt, Katharina ;
Poitz, David M. ;
Barthel, Peggy ;
Alkouri, Ahmad ;
Heidrich, Felix M. ;
Ibrahim, Karim ;
Jellinghaus, Stefanie ;
Speiser, Uwe ;
Linke, Axel ;
Christoph, Marian ;
Pfluecke, Christian .
EXPERIMENTAL GERONTOLOGY, 2021, 149
[7]  
Fageeh HI., 2021, J Pers Med., V11
[8]   Wilms' Tumor Primary Cells Display Potent Immunoregulatory Properties on NK Cells and Macrophages [J].
Fiore, Piera Filomena ;
Vacca, Paola ;
Tumino, Nicola ;
Besi, Francesca ;
Pelosi, Andrea ;
Munari, Enrico ;
Marconi, Marcella ;
Caruana, Ignazio ;
Pistoia, Vito ;
Moretta, Lorenzo ;
Azzarone, Bruno .
CANCERS, 2021, 13 (02) :1-22
[9]   A Children's Oncology Group and TARGET initiative exploring the genetic landscape of Wilms tumor [J].
Gadd, Samantha ;
Huff, Vicki ;
Walz, Amy L. ;
Ooms, Ariadne H. A. G. ;
Armstrong, Amy E. ;
Gerhard, Daniela S. ;
Smith, Malcolm A. ;
Auvil, Jaime M. Guidry ;
Meerzaman, Daoud ;
Chen, Qing-Rong ;
Hsu, Chih Hao ;
Yan, Chunhua ;
Nguyen, Cu ;
Hu, Ying ;
Hermida, Leandro C. ;
Davidsen, Tanja ;
Gesuwan, Patee ;
Ma, Yussanne ;
Zong, Zusheng ;
Mungall, Andrew J. ;
Moore, Richard A. ;
Marra, Marco A. ;
Dome, Jeffrey S. ;
Mullighan, Charles G. ;
Ma, Jing ;
Wheeler, David A. ;
Hampton, Oliver A. ;
Ross, Nicole ;
Gastier-Foster, Julie M. ;
Arold, Stefan T. ;
Perlman, Elizabeth J. .
NATURE GENETICS, 2017, 49 (10) :1487-+
[10]   Macrophage Activation Markers, Soluble CD163 and Mannose Receptor, in Liver Fibrosis [J].
Gantzel, Rasmus Hvidbjerg ;
Kjaer, Mikkel Breinholt ;
Laursen, Tea Lund ;
Kazankov, Konstantin ;
George, Jacob ;
Moller, Holger Jon ;
Gronbaek, Henning .
FRONTIERS IN MEDICINE, 2021, 7