Gut microbiome correlates of response and toxicity following anti-CD19 CAR T cell therapy.
Melody SmithAnqi DaiGuido GhilardiKimberly V AmelsbergSean M DevlinRaymone PajarilloJohn B SlingerlandSilvia BeghiPamela S HerreraPaul GiardinaAnnelie ClurmanEmmanuel DwomohGabriel ArmijoAntonio L C GomesEric R LittmannJonas SchluterEmily FontanaYing TaurJae H ParkMaria Lia PalombaElizabeth HaltonJosel RuizTania JainMartina PennisiAishat Olaide AfuyeMiguel-Ángel PeralesCraig W FreyerAlfred GarfallShannon GierSunita NastaDaniel LandsburgJames GersonJakub SvobodaJustin CrossElise A ChongSergio GiraltSaar I GillIsabelle RiviereDavid L PorterStephen J SchusterMichel SadelainNoelle FreyRenier J BrentjensCarl H JuneEric G PamerJonathan U PeledAndrea FacciabeneMarcel R M van den BrinkMarco RuellaPublished in: Nature medicine (2022)
Anti-CD19 chimeric antigen receptor (CAR) T cell therapy has led to unprecedented responses in patients with high-risk hematologic malignancies. However, up to 60% of patients still experience disease relapse and up to 80% of patients experience CAR-mediated toxicities, such as cytokine release syndrome or immune effector cell-associated neurotoxicity syndrome. We investigated the role of the intestinal microbiome on these outcomes in a multicenter study of patients with B cell lymphoma and leukemia. We found in a retrospective cohort (n = 228) that exposure to antibiotics, in particular piperacillin/tazobactam, meropenem and imipenem/cilastatin (P-I-M), in the 4 weeks before therapy was associated with worse survival and increased neurotoxicity. In stool samples from a prospective cohort of CAR T cell recipients (n = 48), the fecal microbiome was altered at baseline compared to healthy controls. Stool sample profiling by 16S ribosomal RNA and metagenomic shotgun sequencing revealed that clinical outcomes were associated with differences in specific bacterial taxa and metabolic pathways. Through both untargeted and hypothesis-driven analysis of 16S sequencing data, we identified species within the class Clostridia that were associated with day 100 complete response. We concluded that changes in the intestinal microbiome are associated with clinical outcomes after anti-CD19 CAR T cell therapy in patients with B cell malignancies.
Keyphrases
- cell therapy
- stem cells
- end stage renal disease
- single cell
- mesenchymal stem cells
- chronic kidney disease
- ejection fraction
- prognostic factors
- oxidative stress
- peritoneal dialysis
- type diabetes
- diffuse large b cell lymphoma
- immune response
- mass spectrometry
- metabolic syndrome
- high resolution
- case report
- free survival
- regulatory t cells
- microbial community
- adipose tissue
- machine learning
- multidrug resistant
- electronic health record
- big data
- genetic diversity
- preterm birth
- gram negative
- patient reported
- gas chromatography mass spectrometry
- artificial intelligence
- liquid chromatography
- tandem mass spectrometry
- data analysis
- type iii
- replacement therapy