Abstract 5543
Background
Evidence suggests that ATB and gut microbiota composition are associated to anti-PD-1 outcomes in RCC patients. Network analysis of the gut microbiota represents a novel tool to determine “guilds” of bacterial communities.
Methods
Here, we investigated guilds’ relationships with prior exposure to ATB, TKI [axitinib (axi), sunitinib (suni) or other] and clinical outcomes of RCC patients treated with nivolumab (nivo).
Results
Considering prior exposure to ATB (n = 11, 22%), axi (n = 13, 19%), suni (n = 49, 71%) or other TKI (n = 20, 29%), n = 36 (52%) patients were NR and 33 (48%) R to nivo. Cross-validation of overall fecal microbiota composition stratified RCC patients with different predictive power (ATB=84%; axi=81%; suni=69%; outcome=49%). Network analysis revealed six guilds (G1 to G6). G1-G2 behaved in an opposite way and topologically separated by negative correlations. G1-G2 were both related to NR, while G1 was dominated by species related to ATB. Conversely G2 was mainly represented by species related to no ATB (X2=8.98, P = 0.0027) and more susceptible to prior TKI exposure (where axi and suni behaved in an opposite way) compared to the other guilds (X2=10.68, P = 0.0011). G4 was mainly inhabited by species related to other TKI (no axi and no suni). Random forest analysis found definite bacterial species able to drive the stratification into guilds of the global RCC network, such as Akkermansia muciniphila for R and Dorea formicigenerans for no ATB.
Conclusions
We show that ATB and suni are the most powerful external features able to drive fecal microbiota compositional shifts in RCC patients treated with nivo. Analysis of the gut microbiota using bacterial communities guilds provides a novel theranostic approach to stratify RCC patients.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
The authors.
Funding
Has not received any funding.
Disclosure
L. Albiges: Honoraria (self): Novartis, BMS, Amgen, Ipsen, Roche, Pfizer, Astellas, Merck. K. Fizazi: Advisory / Consultancy: Participation to advisory boards/honorarium for: Astellas, AAA, Bayer, Clovis, Curevac, Incyte, Janssen, MSD, Orion, Sanofi. B. Escudier: Advisory / Consultancy: IPSEN, BMS, AZ, Novartis, Roche, Oncorena. L. Zitvogel: Advisory / Consultancy: BMS, AstraZeneca,; Research grant / Funding (self): Incyte, GSK, Transgene, Innovate Biopharma, Pilege; Advisory / Consultancy: Everimmune. All other authors have declared no conflicts of interest.
Resources from the same session
4543 - Long-term real-world (RW) outcomes in patients with advanced melanoma (MEL) treated with ipilimumab (IPI) and non-IPI therapies: IMAGE study
Presenter: Stéphane Dalle
Session: Poster Display session 3
Resources:
Abstract
4523 - Prognostic Factors for efficacy of Ipilimumab used after AntiPD1 and/or BRAF+MEK inhibitors in Melanoma Patients: an Italian Melanoma Intergroup study
Presenter: Riccardo Marconcini
Session: Poster Display session 3
Resources:
Abstract
3632 - Rechallenge with combination ipilimumab and anti-PD-1 (IPI+PD1) in metastatic melanoma after acquired resistance to IPI+PD1 immunotherapy
Presenter: Adriana Hepner
Session: Poster Display session 3
Resources:
Abstract
3732 - Clinicopathologic characteristics of immune colitis in melanoma patients treated with combination ipilimumab and anti-PD1 (IPI+PD1) and PD1 monotherapy.
Presenter: Kazi Nahar
Session: Poster Display session 3
Resources:
Abstract
5005 - Real-world outcomes of ipilimumab plus nivolumab for advanced melanoma in the Netherlands
Presenter: Michiel van Zeijl
Session: Poster Display session 3
Resources:
Abstract
5524 - Utilization of Real-World Data to Assess the Effectiveness of Immune Checkpoint Inhibitors (ICIs) in Elderly Patients with Metastatic Melanoma
Presenter: D Scott Ernst
Session: Poster Display session 3
Resources:
Abstract
5884 - Tumor mutational burden and response to PD-1 inhibitors: an analysis of 89 cases of metastatic melanoma.
Presenter: Léa Dousset
Session: Poster Display session 3
Resources:
Abstract
3120 - Increase in S100B and LDH as early outcome predictors for non-responsiveness to anti-PD-1 monotherapy in advanced melanoma.
Presenter: Elisa Rozeman
Session: Poster Display session 3
Resources:
Abstract
2157 - Immune status defined by molecular information layers predicts response to pembrolizumab treatment in advanced melanoma
Presenter: Guillermo Prado-Vázquez
Session: Poster Display session 3
Resources:
Abstract
2553 - Interim analysis of a phase Ib study of cobimetinib plus atezolizumab in patients with advanced BRAFV600 wild type melanoma progressing on prior anti-PD-L1 therapy
Presenter: Shahneen Sandhu
Session: Poster Display session 3
Resources:
Abstract