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
5031 - Sarcoidosis-Like Reaction Mimics Progression in patients treated with immune checkpoint inhibitors
Presenter: Sophie Hans
Session: Poster Display session 3
Resources:
Abstract
5650 - Tissue-based activation of mucosal-associated invariant T (MAIT) cells in combination ipilimumab and nivolumab checkpoint inhibitor (CI) colitis.
Presenter: Sarah Sasson
Session: Poster Display session 3
Resources:
Abstract
5944 - Significance of severe immune-related adverse effects (irAE) on patients with advanced tumors treated with immune checkpoint inhibitors being admitted for secondary toxicity: Clinical relevance and next steps
Presenter: Leyre Zubiri
Session: Poster Display session 3
Resources:
Abstract
5989 - Implementation of a dedicated immuno-oncology toxicity service reduces the acute impact of immune-related adverse events
Presenter: Anna Olsson-Brown
Session: Poster Display session 3
Resources:
Abstract
3267 - Cardiotoxic and pro-inflammatory effects induced by the association of immune checkpoint inhibitor Pembrolizumab and Trastuzumab in preclinical models
Presenter: Nicola Maurea
Session: Poster Display session 3
Resources:
Abstract
3417 - Interstitial lung disease associated with immune-checkpoint inhibitors in malignant diseases
Presenter: Akira Yamagata
Session: Poster Display session 3
Resources:
Abstract
2071 - A Phase 1 Study of Intraperitoneal MCY-M11 Anti-Mesothelin CAR for Women with Platinum Resistant High Grade Serous Adenocarcinoma of the Ovary, Primary Peritoneum, or Fallopian Tube, or Subjects with Peritoneal Mesothelioma with Recurrence after Prior Chemotherapy
Presenter: Christina Annunziata
Session: Poster Display session 3
Resources:
Abstract
4935 - Trial in progress: First-in-human study of a novel anti-NY-ESO-1–anti-CD3, TCR-based bispecific (IMCnyeso) as monotherapy in NY-ESO-1/LAGE-1A-positive advanced solid tumors (IMCnyeso-101)
Presenter: Juanita Lopez
Session: Poster Display session 3
Resources:
Abstract
5613 - Nimotuzumab-Cisplatin-Radiation versus Cisplatin-Radiation in HPV negative oropharyngeal cancer
Presenter: Kumar Prabhash
Session: Poster Display session 3
Resources:
Abstract
2576 - Interim analysis of a single arm phase 2 study of adjuvant nivolumab after salvage resection in head and neck squamous cell carcinoma patients previously treated with definitive therapy.
Presenter: Trisha Wise-draper
Session: Poster Display session 3
Resources:
Abstract