scholarly journals Defining muscle-invasive bladder cancer immunotypes by introducing tumor mutation burden, CD8+ T cells, and molecular subtypes

2020 ◽  
Author(s):  
Zihao Chen ◽  
Guojun Liu ◽  
Guoqing Liu ◽  
Mikhail A. Bolkov ◽  
Irina A. Tuzankina ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
T Cells ◽  
Signaling Pathway ◽  
Cd8 T Cells ◽  
Molecular Subtypes ◽  
Molecular Subtype ◽  
Muscle Invasive Bladder Cancer ◽  
Tumor Mutation Burden ◽  
Mutation Burden ◽  
Muscle Invasive

Abstract Immunotherapy, especially anti-PD-1, is becoming a pillar of modern muscle-invasive bladder cancer (MIBC) treatment. However, the objective response rates (ORR) are relatively low due to the lack of precise biomarkers to select patients. Herein, the molecular subtype, tumor mutation burden (TMB), and CD8 + T cells were calculated by the gene expression and mutation profiles of MIBC patients. MIBC immunotypes were constructed using clustering analysis based on tumor mutation burden, CD8 + T cells, and molecular subtypes. Mutated genes, KEGG pathways, GO terms, and co-expressed network-specific hub genes have been identified. We demonstrated that ORR of immunotype A patients identified by molecular subtype, CD8 + T cells, and TMB is about 36% predictable. PIK3CA, RB1, FGFR3, KMT2C, MACF1, RYR2, and EP300 are differentially mutated among three immunotypes. Pathways such as ECM-receptor interaction, PI3K-Akt signaling pathway, and TGF-beta signaling pathway are top-ranked in enrichment analysis. Low expression of ACTA2 was associated with the MIBC survival benefit. This study identified which MIBC patients are suitable for immunotherapy, and it is an important step forward to the personalized treatment of bladder cancers.

scholarly journals Defining muscle-invasive bladder cancer immunotypes by introducing tumor mutation burden, CD8+ T cells, and molecular subtypes

Hereditas ◽  
2021 ◽  
Vol 158 (1) ◽  
Author(s):  
Zihao Chen ◽  
Guojun Liu ◽  
Guoqing Liu ◽  
Mikhail A. Bolkov ◽  
Khyber Shinwari ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
T Cells ◽  
Signaling Pathway ◽  
Cd8 T Cells ◽  
Molecular Subtypes ◽  
Molecular Subtype ◽  
Muscle Invasive Bladder Cancer ◽  
Tumor Mutation Burden ◽  
Mutation Burden ◽  
Muscle Invasive

AbstractImmunotherapy, especially anti-PD-1, is becoming a pillar of modern muscle-invasive bladder cancer (MIBC) treatment. However, the objective response rates (ORR) are relatively low due to the lack of precise biomarkers to select patients. Herein, the molecular subtype, tumor mutation burden (TMB), and CD8+ T cells were calculated by the gene expression and mutation profiles of MIBC patients. MIBC immunotypes were constructed using clustering analysis based on tumor mutation burden, CD8+ T cells, and molecular subtypes. Mutated genes, enriched functional KEGG pathways and GO terms, and co-expressed network-specific hub genes have been identified. We demonstrated that ORR of immunotype A patients identified by molecular subtype, CD8+ T cells, and TMB is about 36% predictable. PIK3CA, RB1, FGFR3, KMT2C, MACF1, RYR2, and EP300 are differentially mutated among three immunotypes. Pathways such as ECM-receptor interaction, PI3K-Akt signaling pathway, and TGF-beta signaling pathway are top-ranked in enrichment analysis. Low expression of ACTA2 was associated with the MIBC survival benefit. The current study constructs a model that could identify suitable MIBC patients for immunotherapy, and it is an important step forward to the personalized treatment of bladder cancers.

scholarly journals Defining muscle-invasive bladder cancer immunotypes by introducing tumor mutation burden, CD8+ T cells, and molecular subtypes

2020 ◽  
Author(s):  
Zihao Chen ◽  
Guojun Liu ◽  
Guoqing Liu ◽  
Mikhail A. Bolkov ◽  
Khyber Shinwari ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
T Cells ◽  
Signaling Pathway ◽  
Cd8 T Cells ◽  
Molecular Subtypes ◽  
Molecular Subtype ◽  
Muscle Invasive Bladder Cancer ◽  
Tumor Mutation Burden ◽  
Mutation Burden ◽  
Muscle Invasive

Abstract Immunotherapy, especially anti-PD-1, is becoming a pillar of modern muscle-invasive bladder cancer (MIBC) treatment. However, the objective response rates (ORR) are relatively low due to the lack of precise biomarkers to select patients. Herein, the molecular subtype, tumor mutation burden (TMB), and CD8+ T cells were calculated by the gene expression and mutation profiles of MIBC patients. MIBC immunotypes were constructed using clustering analysis based on tumor mutation burden, CD8+ T cells, and molecular subtypes. Mutated genes, enriched functional KEGG pathways and GO terms, and co-expressed network-specific hub genes have been identified. We demonstrated that ORR of immunotype A patients identified by molecular subtype, CD8+ T cells, and TMB is about 36% predictable. PIK3CA , RB1 , FGFR3 , KMT2C , MACF1 , RYR2 , and EP300 are differentially mutated among three immunotypes. Pathways such as ECM-receptor interaction, PI3K-Akt signaling pathway, and TGF-beta signaling pathway are top-ranked in enrichment analysis. Low expression of ACTA2 was associated with the MIBC survival benefit. The current study constructs a model that could identify suitable MIBC patients for immunotherapy, and it is an important step forward to the personalized treatment of bladder cancers.Immunotherapy, especially anti-PD-1, is becoming a pillar of modern muscle-invasive bladder cancer (MIBC) treatment. However, the objective response rates (ORR) are relatively low due to the lack of precise biomarkers to select patients. Herein, the molecular subtype, tumor mutation burden (TMB), and CD8+ T cells were calculated by the gene expression and mutation profiles of MIBC patients. MIBC immunotypes were constructed using clustering analysis based on tumor mutation burden, CD8+ T cells, and molecular subtypes. Mutated genes, enriched functional KEGG pathways and GO terms, and co-expressed network-specific hub genes have been identified. We demonstrated that ORR of immunotype A patients identified by molecular subtype, CD8+ T cells, and TMB is about 36% predictable. PIK3CA , RB1 , FGFR3 , KMT2C , MACF1 , RYR2 , and EP300 are differentially mutated among three immunotypes. Pathways such as ECM-receptor interaction, PI3K-Akt signaling pathway, and TGF-beta signaling pathway are top-ranked in enrichment analysis. Low expression of ACTA2 was associated with the MIBC survival benefit. The current study constructs a model that could identify suitable MIBC patients for immunotherapy, and it is an important step forward to the personalized treatment of bladder cancers.

scholarly journals Prognostic Factors of Non-Muscle Invasive Bladder Cancer: A Study Based on Next-generation Sequencing

2020 ◽  
Author(s):  
Yanxiang Shao ◽  
Xu Hu ◽  
Zhen Yang ◽  
Thongher Lia ◽  
Weixiao Yang ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
Prognostic Factors ◽  
Next Generation Sequencing ◽  
Invasive Bladder Cancer ◽  
Next Generation ◽  
Muscle Invasive Bladder Cancer ◽  
Tumor Mutation Burden ◽  
Mutation Burden ◽  
Muscle Invasive ◽  
Generation Sequencing

Abstract ObjectiveTo investigate the genetic prognostic factors for the recurrence of non-muscle invasive bladder cancer. Materials and MethodsThe patients underwent transurethral resection of bladder tumor and received bacillus Calmette–Guérin (BCG) or epirubicin. Next-generation sequencing was performed and alterations of genes, pathways, and tumor mutation burden were recorded. Associations between these clinicopathological and genetic variants were estimated, and prognostic factor identified.ResultsA total of 58 cases were included in our study, and 46 patients underwent treatment with BCG. FGFR3 was the most frequently altered gene (48%), and more commonly detected in intermediate-risk patients. Univariate Cox analysis demonstrated that 10 genes were significantly correlated with BCG failure, while NEB, FGFR1 and SDHC were independent recurrence predictors. Besides, epigenetic-related gene pathway mutations were negatively correlated with recurrence (hazard ratio: 0.198, P=0.023). DNA damage response and repair gene alterations were positively correlated with tumor burden, while altered TP53 was most frequent among these genes and significant correlated with high tumor burden.ConclusionBCG instillation significantly reduced the rate of recurrence compared with epirubicin in this population. Potential biomarkers and therapeutic targets were found with the help of next-generation sequencing; correlations between DDR genes alterations and high tumor mutation burden were also demonstrated.

A new 50-gene molecular subtype classifier: An evaluation of subtype stability and association with response to neoadjuvant chemotherapy in muscle-invasive bladder cancer.

2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 519-519 ◽  
Author(s):  
Woonyoung Choi ◽  
Elizabeth R. Plimack ◽  
Arlene O. Siefker-Radtke ◽  
Colin P.N. Dinney ◽  
David James McConkey
Keyword(s):  
Bladder Cancer ◽  
Neoadjuvant Chemotherapy ◽  
Molecular Subtypes ◽  
Molecular Subtype ◽  
Muscle Invasive Bladder Cancer ◽  
Basal Subtype ◽  
Transcriptome Expression ◽  
Muscle Invasive ◽  
Whole Transcriptome ◽  
Response To Neoadjuvant Chemotherapy

519 Background: The bladder cancer basal and luminal molecular subtypes have been associated with differential progression patterns and responses to neoadjuvant chemotherapy. However, they are typically identified by whole transcriptome expression profiling, which may be impractical for most academic centers. To make subtype classification more accessible, we developed a 50-gene basal and luminal subtype classifier and examined its performance in matched tumor specimens, including pretreatment biopsies from patients treated with neoadjuvant chemotherapy. Methods: We refined a 50-gene subtype classifier derived from a oneNN classifier containing >~2000 genes that we previously developed using unsupervised methods. We compared its accuracy against calls made using the original oneNN classifier, including 148 tumors from a neoadjuvant chemotherapy meta dataset. To test subtype stability, tumors in 2 different datasets (30 sets of matched primary and lymph node tumors and 43 sets of matched pre- and post-chemotherapy tumors) were assigned using 50-gene subtype classifier with Linear Discriminator Analysis (LDA) prediction algorithms. Results: In the NAC cohort, patients with tumors assigned to the basal subtype by the 50-gene classifier had better survival outcomes compared to the luminal tumors, consistent with the conclusion generated with the parent classifier (p<0.05). Basal subtype assignments were stable in 62.5 % of pairs, whereas luminal tumors displayed 100% stability. In matched pre- and post-chemotherapy tumors, basal tumors displayed 78% stability while luminal tumors showed 94% stability. Conclusions: Based on these preliminary data, it appears that basal tumors display higher plasticity than luminal tumors with these specific contexts. This plasticity may interfere with precise subtype predictions with tumors assigned to the basal subtype at biopsy.

scholarly journals Prognostic factors of non-muscle invasive bladder cancer: a study based on next-generation sequencing

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Yanxiang Shao ◽  
Xu Hu ◽  
Zhen Yang ◽  
Thongher Lia ◽  
Weixiao Yang ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
Prognostic Factors ◽  
Next Generation Sequencing ◽  
Tumor Burden ◽  
Next Generation ◽  
Muscle Invasive Bladder Cancer ◽  
Tumor Mutation Burden ◽  
Mutation Burden ◽  
Muscle Invasive ◽  
Generation Sequencing

Abstract Objective To investigate the genetic prognostic factors for the recurrence of non-muscle invasive bladder cancer. Materials and methods The patients underwent transurethral resection of bladder tumor and received bacillus Calmette–Guérin (BCG) or epirubicin. Next-generation sequencing was performed and alterations of genes, pathways, and tumor mutation burden were recorded. Associations between these clinicopathological and genetic variants were estimated, and prognostic factor identified. Results A total of 58 cases were included in our study, and 46 patients underwent treatment with BCG. FGFR3 was the most frequently altered gene (48%), and more commonly detected in intermediate-risk patients. Univariate Cox analysis demonstrated that 10 genes were significantly correlated with BCG failure, while NEB, FGFR1 and SDHC were independent recurrence predictors. Besides, epigenetic-related gene pathway mutations were negatively correlated with recurrence (hazard ratio: 0.198, P = 0.023). DNA damage response and repair gene alterations were positively correlated with tumor burden, while altered TP53 was most frequent among these genes and significant correlated with high tumor burden. Conclusion BCG instillation significantly reduced the rate of recurrence compared with epirubicin in this population. Potential biomarkers and therapeutic targets were found with the help of next-generation sequencing; correlations between DDR genes alterations and high tumor mutation burden were also demonstrated.

scholarly journals Prediction of non-muscle-invasive bladder cancer recurrence by measurement of checkpoint HLAG’s receptor ILT2 on peripheral CD8+ T cells

Oncotarget ◽  
2018 ◽  
Vol 9 (69) ◽  
pp. 33160-33169 ◽  
Author(s):  
Francois Desgrandchamps ◽  
Joel LeMaoult ◽  
Annabelle Goujon ◽  
Adrien Riviere ◽  
Antonio Rivero-Juarez ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
T Cells ◽  
Cd8 T Cells ◽  
Cancer Recurrence ◽  
Invasive Bladder Cancer ◽  
Muscle Invasive Bladder Cancer ◽  
Muscle Invasive ◽  
Bladder Cancer Recurrence

scholarly journals Rapamycin enhances BCG-specific γδ T cells during intravesical BCG therapy for non-muscle invasive bladder cancer: a randomized, double-blind study

2021 ◽  
Vol 9 (3) ◽  
pp. e001941
Author(s):  
Niannian Ji ◽  
Neelam Mukherjee ◽  
Ryan M Reyes ◽  
Jonathan Gelfond ◽  
Martin Javors ◽  
...  
Keyword(s):  
Bladder Cancer ◽  
T Cells ◽  
Γδ T Cells ◽  
Percentage Change ◽  
Invasive Bladder Cancer ◽  
Muscle Invasive Bladder Cancer ◽  
Double Blind ◽  
Bcg Therapy ◽  
Intravesical Bcg ◽  
Muscle Invasive

BackgroundAlthough intravesical BCG is the standard treatment of high-grade non-muscle invasive bladder cancer (NMIBC), response rates remain unsatisfactory. In preclinical models, rapamycin enhances BCG vaccine efficacy against tuberculosis and the killing capacity of γδ T cells, which are critical for BCG’s antitumor effects. Here, we monitored immunity, safety, and tolerability of rapamycin combined with BCG in patients with NMIBC.MethodsA randomized double-blind trial of oral rapamycin (0.5 or 2.0 mg daily) versus placebo for 1 month was conducted in patients with NMIBC concurrently receiving 3 weekly BCG instillations (NCT02753309). The primary outcome was induction of BCG-specific γδ T cells, measured as a percentage change from baseline. Post-BCG urinary cytokines and immune cells were examined as surrogates for local immune response in the bladder. Secondary outcomes measured were adverse events (AEs) and tolerability using validated patient-reported questionnaires.ResultsThirty-one patients were randomized (11 placebo, 8 rapamycin 2.0 mg, and 12 rapamycin 0.5 mg). AEs were similar across groups and most were grade 1–2. One (12.5%) patient randomized to 2.0 mg rapamycin was taken off treatment due to stomatitis. No significant differences in urinary symptoms, bowel function, or bother were observed between groups. The median (IQR) percentage change in BCG-specific γδ T cells from baseline per group was as follows: −26% (−51% to 24%) for placebo, 9.6% (−59% to 117%) for rapamycin 0.5 mg (versus placebo, p=0.18), and 78.8% (−31% to 115%) for rapamycin 2.0 mg (versus placebo, p=0.03). BCG-induced cytokines showed a progressive increase in IL-8 (p=0.02) and TNF-α (p=0.04) over time for patients on rapamycin 2.0 mg, whereas patients receiving placebo had no significant change in urinary cytokines. Compared with placebo, patients receiving 2.0 mg rapamycin had increased urinary γδ T cells at the first week of BCG (p=0.02).ConclusionsFour weeks of 0.5 and 2.0 mg oral rapamycin daily is safe and tolerable in combination with BCG for patients with NMIBC. Rapamycin enhances BCG-specific γδ T cell immunity and boosts urinary cytokines during BCG treatment. Further study is needed to determine long-term rapamycin safety, tolerability and effects on BCG efficacy.

Sign in / Sign up

Export Citation Format

Share Document