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Microbial biomarker development for detection and prognosis of early-stage non-small cell lung cancer

Darawshy, Fares; Tsay, Jun-Chieh J; Segal, Leopoldo N; Pass, Harvey
Non-small cell lung cancer (NSCLC) remains the most common cause for cancer-related mortality despite advances in treatment. Early detection is crucial for improving patient outcomes, yet current diagnostic and prognostic molecular biomarkers lack the sensitivity and specificity necessary to become clinically useful. Recent studies revealed that the lower airway microbiome play a role in NSCLC and that microbial signatures are associated with NSCLC development, progression, and prognosis, suggesting the potential for microbiome-based biomarkers for early diagnosis and risk stratification. Here we review recent advances in the role of the local and systemic microbiome in early-stage NSCLC. Primarily, several studies have identified specific microbial taxa associated with lung cancer suggesting novel insights into disease pathogenesis and progression. Integration of microbiome data with other 'omics' platforms, such as host transcriptomics and metabolomics, has the potential to enhance our understanding of microbial-host interactions and may provide more comprehensive biomarker signatures. While promising, challenges remain to the development of microbiome-based biomarkers such as those related to differences in samples utilized, sequencing methods, and data analysis. Here, we discuss such challenges as well as future directions for research needed to fulfil the promise of microbiome-based biomarkers for changing early detection and management strategies in NSCLC.
PMID: 40302376
ISSN: 1875-8592
CID: 5833662

Differential effects of high-fiber and low-fiber diets on anti-tumor immunity and colon tumor progression in a murine model

Goggin, Kevin E; Seo, SeonYeong Jamie; Wu, Benjamin G; Ivelja, Sinisa; Kugler, Matthias C; Chang, Miao; Darawshy, Fares; Li, Yonghua; Chung, Cecilia J; Kyeremateng, Yaa; Tsay, Jun-Chieh J; Singh, Shivani; Sterman, Daniel H; Segal, Leopoldo N; Egilmez, Nejat K; Li, Qingsheng
The role of dietary fiber in colon cancer prevention remains controversial. We investigated its impact on anti-tumor immunity and the gut microbiota in APCmin/+ mice infected with Enterotoxigenic Bacteroides fragilis. Mice were fed high-fiber, low-fiber, or chow diets, and tumor burden, survival, cytokines, microbiota, and metabolites were analyzed. Contrary to the belief that high fiber inhibits tumor progression, it had no significant impact compared to chow diet. However, the low-fiber diet significantly reduced tumor burden and improved survival. Mechanistically, high fiber increased pro-inflammatory cytokines and CD4+Foxp3+RORγt+IL-17A+ regulatory T cells, while low fiber enhanced anti-inflammatory cytokines and cytotoxic T-cells. High fiber enriched microbial taxa associated with IL-17A+RORγt+ Tregs and altered metabolites, including reduced tryptophan and increased short-chain fatty acids and bile acids. Low fiber produced opposite effects. These findings suggest that dietary fiber's effects on colon cancer depends on microbial infection and immune status, emphasizing the need for personalized dietary interventions in colon cancer management.
PMID: 39911064
ISSN: 1940-6215
CID: 5784182

Lung Allograft Dysbiosis Associates with Immune Response and Primary Graft Dysfunction

Nelson, Nathaniel C; Wong, Kendrew K; Mahoney, Ian J; Malik, Tahir; Rudym, Darya; Lesko, Melissa B; Qayum, Seema; Lewis, Tyler C; Chang, Stephanie H; Chan, Justin C Y; Geraci, Travis C; Li, Yonghua; Pamar, Prerna; Schnier, Joseph; Singh, Rajbir; Collazo, Destiny; Chang, Miao; Kyeremateng, Yaa; McCormick, Colin; Borghi, Sara; Patel, Shrey; Darawshi, Fares; Barnett, Clea R; Sulaiman, Imran; Kugler, Matthias C; Brosnahan, Shari B; Singh, Shivani; Tsay, Jun-Chieh J; Wu, Benjamin G; Pass, Harvey I; Angel, Luis F; Segal, Leopoldo N; Natalini, Jake G
RATIONALE/BACKGROUND:Lower airway enrichment with oral commensals has been previously associated with grade 3 severe primary graft dysfunction (PGD) after lung transplantation (LT). We aimed to determine whether this dysbiotic signature is present across all PGD severity grades, including milder forms, and whether it is associated with a distinct host inflammatory endotype. METHODS:Lower airway samples from 96 LT recipients with varying degrees of PGD were used to evaluate the lung allograft microbiota via 16S rRNA gene sequencing. Bronchoalveolar lavage (BAL) cytokine concentrations and cell differential percentages were compared across PGD grades. In a subset of samples, we evaluated the lower airway host transcriptome using RNA sequencing methods. RESULTS:Differential analyses demonstrated lower airway enrichment with supraglottic-predominant taxa (SPT) in both moderate and severe PGD. Dirichlet Multinomial Mixtures (DMM) modeling identified two distinct microbial clusters. A greater percentage of subjects with moderate-severe PGD were identified within the dysbiotic cluster (C-SPT) than within the no PGD group (48 and 29%, respectively) though this difference did not reach statistical significance (p=0.06). PGD severity associated with increased BAL neutrophil concentration (p=0.03) and correlated with BAL concentrations of MCP-1/CCL2, IP-10/CXCL10, IL-10, and TNF-α (p<0.05). Furthermore, microbial signatures of dysbiosis correlated with neutrophils, MCP-1/CCL-2, IL-10, and TNF-α (p<0.05). C-SPT exhibited differential expression of TNF, SERPINE1 (PAI-1), MPO, and MMP1 genes and upregulation of MAPK pathways, suggesting that dysbiosis regulates host signaling to promote neutrophilic inflammation. CONCLUSIONS:Lower airway dysbiosis within the lung allograft is associated with a neutrophilic inflammatory endotype, an immune profile commonly recognized as the hallmark for PGD pathogenesis. This data highlights a putative role for lower airway microbial dysbiosis in the pathogenesis of this syndrome.
PMID: 39561864
ISSN: 1557-3117
CID: 5758452

Lung Microbiota Influence Responses to Anti-PD1 Therapy in a Preclinical Model of Non-small Cell Lung Cancer [Meeting Abstract]

Chang, M.; Mccormick, C.; Kwok, B.; Li, Y.; Kyeremateng, Y.; Aktas, A.; Singh, R.; Singh, S.; Li, Q.; Kugler, M. C.; Pass, H.; Sterman, D. H.; Wu, B. G.; Segal, L. N.; Tsay, J. J.
ISI:001277613403475
ISSN: 1073-449x
CID: 5963522

Multiple Oral Commensal Aspiration Induces Resistance to Lower Airway Pneumococcus Infection [Meeting Abstract]

Kyeremateng, Y.; Chung, C. J.; Kocak, I. F.; Aktas, A.; Chang, M.; Collazo, D.; Singh, R.; Mccormick, C.; Czachor, A.; Kwok, B.; Singh, S.; Li, Y.; Tsay, J. J.; Segal, L. N.; Wu, B. G.
ISI:001277613401112
ISSN: 1073-449x
CID: 5963502

Triangular Associations Between the Lower Airway Microbiome, Host Immune Tone, and Primary Graft Dysfunction in Lung Transplantation [Meeting Abstract]

Natalini, J. G.; Nelson, N. C.; Wong, K. K.; Mahoney, I. J.; Wu, B. G.; Malik, T.; Rudym, D.; Lesko, M. B.; Qayum, S.; Chang, S. H.; Chan, J. C.; Geraci, T. C.; Lewis, T. C.; Tiripicchio, F. A.; Li, Y.; Pamar, P.; Schnier, J.; Singh, R.; Collazo, D. E.; Chang, M.; Kyeremateng, Y.; McCormick, C.; Patel, S.; Darawshy, F.; Barnett, C. R.; Tsay, J. J.; Brosnahan, S. B.; Singh, S.; Pass, H. I.; Angel, L. F.; Segal, L. N.
ISI:001281353100269
ISSN: 1053-2498
CID: 5963532

Lower Airway Dysbiosis After Lung Transplantation Is Associated With Primary Graft Dysfunction and Host Transcription of Innate Inflammatory Canonical Pathways [Meeting Abstract]

Nelson, N.; Mahoney, I.; Wong, K.; Wu, B. G.; Malik, T. H.; Rudym, D.; Lesko, M. B.; Qayum, S.; Chang, S. H.; Chan, J. C. Y.; Geraci, T. C.; Lewis, T. C.; Tiripicchio, F.; Li, Y.; Pamar, P.; Schnier, J.; Singh, R.; Collazo, D. E.; Chang, M.; Kyeremateng, Y.; Mccormick, C.; Patel, S.; Darawshy, F.; Barnett, C. R.; Tsay, J. J.; Brosnahan, S.; Singh, S.; Pass, H.; Angel, L. F.; Segal, L. N.; Natalini, J. G.
ISI:001277228900185
ISSN: 1073-449x
CID: 5963492

CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Tsay, Jun-Chieh J.; Darawshy, Fares; Wang, Chan; Kwok, Benjamin; Wong, Kendrew K.; Wu, Benjamin G.; Sulaiman, Imran; Zhou, Hua; Isaacs, Bradley; Kugler, Matthias C.; Sanchez, Elizabeth; Bain, Alexander; Li, Yonghua; Schluger, Rosemary; Lukovnikova, Alena; Collazo, Destiny; Kyeremateng, Yaa; Pillai, Ray; Chang, Miao; Li, Qingsheng; Vanguri, Rami S.; Becker, Anton S.; Moore, William H.; Thurston, George; Gordon, Terry; Moreira, Andre L.; Goparaju, Chandra M.; Sterman, Daniel H.; Tsirigos, Aristotelis; Li, Huilin; Segal, Leopoldo N.; Pass, Harvey I.
ISI:001347342200014
ISSN: 1055-9965
CID: 5887122

Impaired immune responses in the airways are associated with poor outcome in critically ill COVID-19 patients

Barnett, Clea R; Krolikowski, Kelsey; Postelnicu, Radu; Mukherjee, Vikramjit; Sulaiman, Imran; Chung, Matthew; Angel, Luis; Tsay, Jun-Chieh J; Wu, Benjamin G; Yeung, Stephen T; Duerr, Ralf; Desvignes, Ludovic; Khanna, Kamal; Li, Yonghua; Schluger, Rosemary; Rafeq, Samaan; Collazo, Destiny; Kyeremateng, Yaa; Amoroso, Nancy; Pradhan, Deepak; Das, Sanchita; Evans, Laura; Uyeki, Timothy M; Ghedin, Elodie; Silverman, Gregg J; Segal, Leopoldo N; Brosnahan, Shari B
INTRODUCTION/UNASSIGNED:Mounting evidence indicates that an individual's humoral adaptive immune response plays a critical role in the setting of SARS-CoV-2 infection, and that the efficiency of the response correlates with disease severity. The relationship between the adaptive immune dynamics in the lower airways with those in the systemic circulation, and how these relate to an individual's clinical response to SARS-CoV-2 infection, are less understood and are the focus of this study. MATERIAL AND METHODS/UNASSIGNED:We investigated the adaptive immune response to SARS-CoV-2 in paired samples from the lower airways and blood from 27 critically ill patients during the first wave of the pandemic (median time from symptom onset to intubation 11 days). Measurements included clinical outcomes (mortality), bronchoalveolar lavage fluid (BALF) and blood specimen antibody levels, and BALF viral load. RESULTS/UNASSIGNED:While there was heterogeneity in the levels of the SARS-CoV-2-specific antibodies, we unexpectedly found that some BALF specimens displayed higher levels than the paired concurrent plasma samples, despite the known dilutional effects common in BALF samples. We found that survivors had higher levels of anti-spike, anti-spike-N-terminal domain and anti-spike-receptor-binding domain IgG antibodies in their BALF (p<0.05), while there was no such association with antibody levels in the systemic circulation. DISCUSSION/UNASSIGNED:Our data highlight the critical role of local adaptive immunity in the airways as a key defence mechanism against primary SARS-CoV-2 infection.
PMCID:11228597
PMID: 38978558
ISSN: 2312-0541
CID: 5732242

Lung microbial and host genomic signatures as predictors of prognosis in early-stage adenocarcinoma

Tsay, Jun-Chieh J; Darawshy, Fares; Wang, Chan; Kwok, Benjamin; Wong, Kendrew K; Wu, Benjamin G; Sulaiman, Imran; Zhou, Hua; Isaacs, Bradley; Kugler, Matthias C; Sanchez, Elizabeth; Bain, Alexander; Li, Yonghua; Schluger, Rosemary; Lukovnikova, Alena; Collazo, Destiny; Kyeremateng, Yaa; Pillai, Ray; Chang, Miao; Li, Qingsheng; Vanguri, Rami S; Becker, Anton S; Moore, William H; Thurston, George; Gordon, Terry; Moreira, Andre L; Goparaju, Chandra M; Sterman, Daniel H; Tsirigos, Aristotelis; Li, Huilin; Segal, Leopoldo N; Pass, Harvey I
BACKGROUND:Risk of early-stage lung adenocarcinoma (LUAD) recurrence after surgical resection is significant, and post-recurrence median survival is approximately two years. Currently there are no commercially available biomarkers that predict recurrence. Here, we investigated whether microbial and host genomic signatures in the lung can predict recurrence. METHODS:In 91 early-stage (Stage IA/IB) LUAD-patients with extensive follow-up, we used 16s rRNA gene sequencing and host RNA-sequencing to map the microbial and host transcriptomic landscape in tumor and adjacent unaffected lung samples. RESULTS:23 out of 91 subjects had tumor recurrence over 5-year period. In tumor samples, LUAD recurrence was associated with enrichment with Dialister, Prevotella, while in unaffected lung, recurrence was associated with enrichment with Sphyngomonas and Alloiococcus. The strengths of the associations between microbial and host genomic signatures with LUAD recurrence were greater in adjacent unaffected lung samples than in the primary tumor. Among microbial-host features in the unaffected lung samples associated with recurrence, enrichment with Stenotrophomonas geniculata and Chryseobacterium were positively correlated with upregulation of IL-2, IL-3, IL-17, EGFR, HIF-1 signaling pathways among the host transcriptome. In tumor samples, enrichment with Veillonellaceae Dialister, Ruminococcacea, Haemophilus Influenza, and Neisseria were positively correlated with upregulation of IL-1, IL-6, IL17, IFN, and Tryptophan metabolism pathways. CONCLUSIONS:Overall, modeling suggested that a combined microbial/transcriptome approach using unaffected lung samples had the best biomarker performance (AUC=0.83). IMPACT/CONCLUSIONS:This study suggests that LUAD recurrence is associated with distinct pathophysiological mechanisms of microbial-host interactions in the unaffected lung rather than those present in the resected tumor.
PMID: 39225784
ISSN: 1538-7755
CID: 5687792