Heterogeneity research in muscle-invasive bladder cancer based on differential protein expression analysis

2014 ◽  
Vol 31 (9) ◽  
Author(s):  
Peng Fei Liu ◽  
Yan Wei Cao ◽  
Hai Ping Jiang ◽  
Yong Hua Wang ◽  
Xue Cheng Yang ◽  
...  
2015 ◽  
Vol 33 (12) ◽  
pp. 1959-1964 ◽  
Author(s):  
Peter Rubenwolf ◽  
Christian Thomas ◽  
Stefan Denzinger ◽  
Arndt Hartmann ◽  
Maximilian Burger ◽  
...  

2021 ◽  
Author(s):  
Ruiliang Wang ◽  
Zongtai Zheng ◽  
Shiyu Mao ◽  
Wentao Zhang ◽  
Ji Liu ◽  
...  

Abstract Background: The progression from non-muscle-invasive bladder cancer (NMIBC) to muscle-invasive bladder cancer (MIBC) increases the risk of death. It is therefore important to find new relevant molecular models that will allow for effective prediction of the progression and prognosis of bladder cancer (BC).Methods: Using RNA-Sequence data of 49 BC patients in our center and weighted gene co-expression network analysis methods, a co-expression network of genes was developed and three key modules associated with malignant progression were selected. Based on the genes in three key modules, an eight-gene risk score was established using univariate Cox regression and the Least absolute shrinkage and selection operator Cox model in The Cancer Genome Atlas Program (TCGA) and validated in validation sets. Subsequently, a nomogram based on the risk score was constructed for prognostic prediction. The mRNA and protein expression levels of eight genes in cell lines and tissues were further investigated.Results: A novel eight-gene risk score was closely related to the malignant clinical features of BC and could predict the prognosis of patients in the training dataset (TCGA) and three validation sets (GSE3289 , GSE13507 and IMvigor210 trial). The nomogram showed good prognostic prediction and calibration. The mRNA and protein expression level of the eight genes were differentially expressed in cell lines and tissues.Conclusions: In our study, we established a novel eight-gene risk score which could predict the progression and prognoses of BC patients.


2020 ◽  
Vol 146 (8) ◽  
pp. 2099-2108
Author(s):  
Aleksandra Semeniuk-Wojtaś ◽  
Arkadiusz Lubas ◽  
Szczepan Cierniak ◽  
Urszula Brzóskowska ◽  
Tomasz Syryło ◽  
...  

2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 433-433
Author(s):  
Roland Seiler ◽  
Ewan Gibb ◽  
Natalie Qiqi Wang ◽  
Htoo Zarni Oo ◽  
Hung-Ming Lam ◽  
...  

433 Background: After cisplatin-based neoadjuvant chemotherapy (NAC) almost two thirds of patients have residual muscle-invasive bladder cancer (MIBC) present at radical cystectomy (RC). The alterations induced by NAC in these cisplatin-resistant tumors remain largely unstudied. Here, we aim to investigate the characteristics of cisplatin-resistant tumors. Methods: RC samples were available for gene expression analysis from 133 patients with residual invasive disease after cisplatin-based NAC, of whom 116 had matched pre-NAC samples. In addition, the tumor bed (scar tissue) of 21 post-NAC RC specimens with no residual tumor was profiled. Unsupervised consensus clustering (CC) was performed and the CC were investigated for their biological and clinical characteristics. H&E and immunohistochemistry (KRT5/6, GATA3, KI67 and CD8) were used to confirm tissue sampling and gene expression analysis. Results: Unsupervised consensus clustering yielded four distinct consensus clusters (CC). Consistent basal-(CC1) and luminal-like (CC2) phenotype similar to pre-NAC subtyping was observed in 42% of cases. One third of cases became immune-infiltrated (CC3) in the post-NAC setting but lacked basal and luminal markers. These tumors expressed a strong T-cell signature, chemokine signaling and checkpoint molecules. Conversely, CC4 was associated with healing/scarring. This ‘scar-like’ character of CC4 was consistent with the scar samples. Despite being pathological non-responders, the relative risk of death for CC4 was 2.8 and 3 times less than CC2-Luminal (p = 0.038) and CC3-Infiltrated (p = 0.018), respectively. Luminal-like pre-NAC samples were more likely to adopt a scar-like character (CC4) in the post-NAC setting, while the basal-like tumors were more likely to develop luminal features (CC2). Conclusions: This study expands our knowledge of cisplatin-resistant MIBC by suggesting molecular subtypes to understand the biology of these tumors. Clinical trials are necessary to test the impact of these molecular subtypes with respect to selection of adjuvant and salvage treatments. Post-NAC immune infiltration could have implications for subsequent immunotherapy.


Sign in / Sign up

Export Citation Format

Share Document