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Opposing functions of gut immunomodulatory metabolites on CAR-T therapy
Perl, Markus; Guetter, Severin; Shah, Dhyani; Holzinger, Simon; Becker, Luisa; Tariq, Misbah; Menauer, Philipp; Delahais, Simon; Lutzny-Geier, Gloria; Scherer, Julian N; Göttert, Sascha; Herfeld, Konstantin; Heinrich, Paul; Kreitmeier, Klaus Georg; Gebhard, Claudia; Herr, Wolfgang; Trefny, Marcel P; Doerr, Janina; Sameri, Saba; Harrer, Dennis C; Ziegler-Martin, Kai; Staudt, Sarah; Hansmann, Leo; Edinger, Matthias; Wolff, Daniel; Weber, Daniela; Meedt, Elisabeth; Denk, Alexander; Gessner, Andre; Holler, Ernst; Wertheimer, Tobias; Neuhaus, Klaus; Zheng, Tingting; Cordas Dos Santos, David M; Theurich, Sebastian; Schirmer, Melanie; Kleigrewe, Karin; Schluter, Jonas; van den Brink, Marcel; Schmitt, Michael; Feuerer, Markus; Heuser-Loy, Christoph; Baldwin, Jeremy; Gattinoni, Luca; Rehli, Michael; Hudecek, Michael; Bigenwald, Camille; Zitvogel, Laurence; Subklewe, Marion; Blumenberg, Viktoria; Schubert, Maria-Luisa; Stein-Thoeringer, Christoph; Luu, Maik; Kobold, Sebastian; Fante, Matthias A; Thiele Orberg, Erik; Poeck, Hendrik
Chimeric antigen receptor (CAR)-T cell therapy has transformed hematological cancer treatment, yet nearly half of patients still relapse or progress. Increasing evidence implicates the gut microbiome and antibiotic exposure as key modulators of clinical outcomes. In a cohort of 129 patients across three German centers, shotgun metagenomics and targeted mass spectrometry revealed that reduced short-chain fatty acids, particularly valeric acid, prior to CAR-T cell therapy correlated with increased risk of disease progression. Conversely, high levels of indole metabolites, including indole-3-carboxaldehyde and indole-3-acetic acid as well as the branched-chain fatty acid isovaleric acid, were linked to adverse outcomes. Functional validation in human and murine CAR-T cell models demonstrated that valeric acid supplementation enhanced, while indole-3-carboxaldehyde and isovaleric acid impaired, CAR-T cell efficacy. These findings reveal the opposing roles of immunomodulatory metabolites on CAR-T cell therapy, carrying significant implications for the design of metabolite-guided, microbiome-based therapeutics.
PMID: 42805174
ISSN: 1097-4172
CID: 6074705
A retrospectively registered pilot randomized controlled trial of postbiotic administration during antibiotic treatment increases microbiome diversity and enriches health-associated taxa
Schluter, Jonas; Jogia, William; Matheis, Fanny; Ebina, Wataru; Sullivan, Alexis P; Gordon, Kelly; Cruz, Elbert Fanega de la; Victory-Hays, Mary E; Heinly, Mary Joan; Diefenbach, Catherine S; Kang, Un Jung; Peled, Jonathan U; Foster, Kevin R; Levitt, Aubrey; McLaughlin, Eric
Antibiotic-induced microbiome injury, defined as a reduction of ecological diversity and obligate anaerobe taxa, is associated with negative health outcomes in hospitalized patients, and healthy individuals who received antibiotics in the past are at higher risk for autoimmune diseases. Postbiotics contain mixtures of bacterial fermentation metabolites and bacterial cell wall components that have the potential to modulate microbial communities. Yet, it is unknown if a fermentation-derived postbiotic can reduce antibiotic-induced microbiome injury. Here, we present the results from a single-center, randomized placebo-controlled trial involving 32 patients who received an oral, fermentation-derived postbiotic alongside oral antibiotic and probiotic therapy for non-gastrointestinal (GI) infections. At the end of the antibiotic course, patients receiving the postbiotic (n = 16) had significantly higher fecal bacterial alpha diversity (+40%, inverse Simpson index) compared to the placebo group (n = 16), and the treatment was well-tolerated. Analysis of 157 longitudinal fecal samples revealed that this increased diversity was driven by enrichment of health-associated taxa, notably obligate anaerobic Firmicutes, particularly Lachnospiraceae. In contrast, Escherichia/Shigella species, often linked to pathogenicity and antibiotic resistance, were reduced in postbiotic-treated patients at the end of antibiotic treatment and remained lower up to 10 days later. Our findings suggest that postbiotic co-administration during antibiotic therapy may augment health-associated gut microbiome composition and mitigate antibiotic-induced microbiome injury.Trial registration ISRCTN30327931 retrospectively registered.
PMID: 41312988
ISSN: 1098-5522
CID: 5968802
Evaluation of the gut microbiome and sex hormones in postmenopausal women with newly diagnosed hormone receptor-positive breast cancer versus healthy women: a prospective case-control study
Kwa, Maryann; Hussey, Grant; Novik, Yelena; Franke, Adrian A; Volkova, Angelina; Flores, Karina; Blaser, Martin J; Speyer, James; Oratz, Ruth; Meyers, Marleen; Jhaveri, Komal; Fadel, Ezeddin; Heguy, Adriana; Schluter, Jonas; Ruggles, Kelly V; Adams, Sylvia
PURPOSE/OBJECTIVE:The functional composition and diversity of the gut microbiome may affect breast cancer risk by modulation of systemic sex hormones. Gut bacteria with β-glucuronidase enzymatic activity may deconjugate estrogens, leading to increased estrogen reabsorption into the circulation thereby increasing breast cancer risk. We investigated the relationship between the gut bacterial microbiome and endogenous estrogens and related sex hormones in women with hormone receptor-positive breast cancer compared to healthy control women. The goal was to determine if the estrobolome (i.e., bacteria capable of modulating the body's circulated estrogen levels) was altered in those with breast cancer compared with controls. METHODS:In this prospective case-control study, postmenopausal women (n = 46) with newly diagnosed stage I-III estrogen and/or progesterone receptor-positive breast cancer were compared with healthy postmenopausal female controls (n = 22). Bacterial composition of the gut microbiome was analyzed by 16S rRNA gene sequencing from fecal specimens. Plasma and urine sex hormones were quantified using high-performance liquid chromatography/mass spectrometry. RESULTS:We found evidence that some β-glucuronidase positive bacteria were enriched in the breast cancer patients compared to healthy controls, whereas abundances of some β-glucuronidase negative bacteria were reduced. There was also a wide distribution of prevalence of β-glucuronidase positive taxa in both breast cancer subjects and healthy controls, as well as higher probability of breast cancer subjects having higher average β-glucuronidase levels. Significant differences were found in endogenous progesterone levels between the breast cancer patients and healthy controls. CONCLUSION/CONCLUSIONS:This pilot study showed differences in the gut microbiome and endogenous progesterone levels among postmenopausal women with hormone receptor-positive breast cancer compared with healthy controls. These interesting findings may have implications for breast cancer risk and prevention and warrant further exploration.
PMCID:12494539
PMID: 41044437
ISSN: 1432-1335
CID: 5965892
Review and revamp of compositional data transformation: A new framework combining proportion conversion and contrast transformation
Zhang, Yiqian; Schluter, Jonas; Zhang, Lijun; Cao, Xuan; Jenq, Robert R; Feng, Hao; Haines, Jonathan; Zhang, Liangliang
Due to the development of next-generation sequencing technology and an increased appreciation of their role in modulating host immunity and their potential as therapeutic agents, the human microbiome has emerged as a key area of interest in various biological investigations of human health and disease. However, microbiome data present a number of statistical challenges not addressed by existing methods, such as the varying sequencing depth, the compositionality, and zero inflation. Solutions like scaling and transformation methods help to mitigate heterogeneity and release constraints, but often introduce biases and yield inconsistent results on the same data. To address these issues, we conduct a systematic review of compositional data transformation, with a particular focus on the connection and distinction of existing techniques. Additionally, we create a new framework that enables the development of new transformations by combining proportion conversion with contrast transformations. This framework includes well-known methods such as Additive Log Ratio (ALR) and Centered Log Ratio (CLR) as special cases. Using this framework, we develop two novel transformations-Centered Arcsine Contrast (CAC) and Additive Arcsine Contrast (AAC)-which show enhanced performance in scenarios with high zero-inflation. Moreover, our findings suggest that ALR and CLR transformations are more effective when zero values are less prevalent. This comprehensive review and the innovative framework provide microbiome researchers with a significant direction to enhance data transformation procedures and improve analytical outcomes.
PMCID:11609487
PMID: 39624165
ISSN: 2001-0370
CID: 5804332
Diverse phage communities are maintained stably on a clonal bacterial host
Pyenson, Nora C; Leeks, Asher; Nweke, Odera; Goldford, Joshua E; Schluter, Jonas; Turner, Paul E; Foster, Kevin R; Sanchez, Alvaro
Bacteriophages are the most abundant and phylogenetically diverse biological entities on Earth, yet the ecological mechanisms that sustain this extraordinary diversity remain unclear. In this study, we discovered that phage diversity consistently outstripped the diversity of their bacterial hosts under simple experimental conditions. We assembled and passaged dozens of diverse phage communities on a single, nonevolving strain of Escherichia coli until the phage communities reached equilibrium. In all cases, we found that two or more phage species coexisted stably, despite competition for a single, clonal host population. Phage coexistence was supported through host phenotypic heterogeneity, whereby bacterial cells adopting different growth phenotypes served as niches for different phage species. Our experiments reveal that a rich community ecology of bacteriophages can emerge on a single bacterial host.
PMID: 39666794
ISSN: 1095-9203
CID: 5762972
The TaxUMAP atlas: Efficient display of large clinical microbiome data reveals ecological competition in protection against bacteremia
Schluter, Jonas; Djukovic, Ana; Taylor, Bradford P; Yan, Jinyuan; Duan, Caichen; Hussey, Grant A; Liao, Chen; Sharma, Sneh; Fontana, Emily; Amoretti, Luigi A; Wright, Roberta J; Dai, Anqi; Peled, Jonathan U; Taur, Ying; Perales, Miguel-Angel; Siranosian, Benjamin A; Bhatt, Ami S; van den Brink, Marcel R M; Pamer, Eric G; Xavier, Joao B
Longitudinal microbiome data provide valuable insight into disease states and clinical responses, but they are challenging to mine and view collectively. To address these limitations, we present TaxUMAP, a taxonomically informed visualization for displaying microbiome states in large clinical microbiome datasets. We used TaxUMAP to chart a microbiome atlas of 1,870 patients with cancer during therapy-induced perturbations. Bacterial density and diversity were positively associated, but the trend was reversed in liquid stool. Low-diversity states (dominations) remained stable after antibiotic treatment, and diverse communities had a broader range of antimicrobial resistance genes than dominations. When examining microbiome states associated with risk for bacteremia, TaxUMAP revealed that certain Klebsiella species were associated with lower risk for bacteremia localize in a region of the atlas that is depleted in high-risk enterobacteria. This indicated a competitive interaction that was validated experimentally. Thus, TaxUMAP can chart comprehensive longitudinal microbiome datasets, enabling insights into microbiome effects on human health.
PMID: 37329880
ISSN: 1934-6069
CID: 5535112
Author Correction: Gut microbiome correlates of response and toxicity following anti-CD19 CAR T cell therapy
Smith, Melody; Dai, Anqi; Ghilardi, Guido; Amelsberg, Kimberly V; Devlin, Sean M; Pajarillo, Raymone; Slingerland, John B; Beghi, Silvia; Herrera, Pamela S; Giardina, Paul; Clurman, Annelie; Dwomoh, Emmanuel; Armijo, Gabriel; Gomes, Antonio L C; Littmann, Eric R; Schluter, Jonas; Fontana, Emily; Taur, Ying; Park, Jae H; Palomba, Maria Lia; Halton, Elizabeth; Ruiz, Josel; Jain, Tania; Pennisi, Martina; Afuye, Aishat Olaide; Perales, Miguel-Angel; Freyer, Craig W; Garfall, Alfred; Gier, Shannon; Nasta, Sunita; Landsburg, Daniel; Gerson, James; Svoboda, Jakub; Cross, Justin; Chong, Elise A; Giralt, Sergio; Gill, Saar I; Riviere, Isabelle; Porter, David L; Schuster, Stephen J; Sadelain, Michel; Frey, Noelle; Brentjens, Renier J; June, Carl H; Pamer, Eric G; Peled, Jonathan U; Facciabene, Andrea; van den Brink, Marcel R M; Ruella, Marco
PMID: 36253610
ISSN: 1546-170x
CID: 5360292
Gut microbiome dysbiosis in antibiotic-treated COVID-19 patients is associated with microbial translocation and bacteremia
Bernard-Raichon, Lucie; Venzon, Mericien; Klein, Jon; Axelrad, Jordan E; Zhang, Chenzhen; Sullivan, Alexis P; Hussey, Grant A; Casanovas-Massana, Arnau; Noval, Maria G; Valero-Jimenez, Ana M; Gago, Juan; Putzel, Gregory; Pironti, Alejandro; Wilder, Evan; Thorpe, Lorna E; Littman, Dan R; Dittmann, Meike; Stapleford, Kenneth A; Shopsin, Bo; Torres, Victor J; Ko, Albert I; Iwasaki, Akiko; Cadwell, Ken; Schluter, Jonas
Although microbial populations in the gut microbiome are associated with COVID-19 severity, a causal impact on patient health has not been established. Here we provide evidence that gut microbiome dysbiosis is associated with translocation of bacteria into the blood during COVID-19, causing life-threatening secondary infections. We first demonstrate SARS-CoV-2 infection induces gut microbiome dysbiosis in mice, which correlated with alterations to Paneth cells and goblet cells, and markers of barrier permeability. Samples collected from 96 COVID-19 patients at two different clinical sites also revealed substantial gut microbiome dysbiosis, including blooms of opportunistic pathogenic bacterial genera known to include antimicrobial-resistant species. Analysis of blood culture results testing for secondary microbial bloodstream infections with paired microbiome data indicates that bacteria may translocate from the gut into the systemic circulation of COVID-19 patients. These results are consistent with a direct role for gut microbiome dysbiosis in enabling dangerous secondary infections during COVID-19.
PMID: 36319618
ISSN: 2041-1723
CID: 5358262
Pathogen Species Is Associated With Mortality in Nosocomial Bloodstream Infection in Patients With COVID-19
Gago, Juan; Filardo, Thomas D; Conderino, Sarah; Magaziner, Samuel J; Dubrovskaya, Yanina; Inglima, Kenneth; Iturrate, Eduardo; Pironti, Alejandro; Schluter, Jonas; Cadwell, Ken; Hochman, Sarah; Li, Huilin; Torres, Victor J; Thorpe, Lorna E; Shopsin, Bo
Background/UNASSIGNED:The epidemiology of nosocomial bloodstream infections (NBSIs) in patients with coronavirus disease 2019 (COVID-19) is poorly understood, due in part to substantial disease heterogeneity resulting from multiple potential pathogens. Methods/UNASSIGNED:We identified risk factors for NBSIs and examined the association between NBSIs and mortality in a retrospective cohort of patients hospitalized with COVID-19 in 2 New York City hospitals during the height of the pandemic. We adjusted for the potential effects of factors likely to confound that association, including age, race, illness severity upon admission, and underlying health status. Results/UNASSIGNED:infections did not have an identifiable source and were not associated with common risk factors for infection by these organisms. Conclusions/UNASSIGNED:Pathogen species and mortality exhibited temporal differences. Early recognition of risk factors among COVID-19 patients could potentially decrease NBSI-associated mortality through early COVID-19 and antimicrobial treatment.
PMCID:8992347
PMID: 35607701
ISSN: 2328-8957
CID: 5283852
Gut microbiome correlates of response and toxicity following anti-CD19 CAR T cell therapy
Smith, Melody; Dai, Anqi; Ghilardi, Guido; Amelsberg, Kimberly V; Devlin, Sean M; Pajarillo, Raymone; Slingerland, John B; Beghi, Silvia; Herrera, Pamela S; Giardina, Paul; Clurman, Annelie; Dwomoh, Emmanuel; Armijo, Gabriel; Gomes, Antonio L C; Littmann, Eric R; Schluter, Jonas; Fontana, Emily; Taur, Ying; Park, Jae H; Palomba, Maria Lia; Halton, Elizabeth; Ruiz, Josel; Jain, Tania; Pennisi, Martina; Afuye, Aishat Olaide; Perales, Miguel-Angel; Freyer, Craig W; Garfall, Alfred; Gier, Shannon; Nasta, Sunita; Landsburg, Daniel; Gerson, James; Svoboda, Jakub; Cross, Justin; Chong, Elise A; Giralt, Sergio; Gill, Saar I; Riviere, Isabelle; Porter, David L; Schuster, Stephen J; Sadelain, Michel; Frey, Noelle; Brentjens, Renier J; June, Carl H; Pamer, Eric G; Peled, Jonathan U; Facciabene, Andrea; van den Brink, Marcel R M; Ruella, Marco
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.
PMID: 35288695
ISSN: 1546-170x
CID: 5183862