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Profiling the Functional Microbiome in Mild COPD
Isaacs, B.; Chung, M.; Wu, B.G.; Tsay, J.-C.; Barnett, C.R.; Kwok, B.; Kugler, M.C.; Natalini, J.G.; Singh, S.; Li, Y.; Schluger, R.; Carpenito, J.; Collazo, D.E.; Perez, L.; Kyeremateng, Y.; Chang, M.; Weiden, M.D.; Clemente, J.; Askenazi, M.; Jones, D.; Ghedin, E.; Segal, L.N.; Sulaiman, I.
ORIGINAL:0017183
ISSN: 1535-4970
CID: 5651642
More than Mycobacterium tuberculosis: site-of-disease microbial communities, and their functional and clinical profiles in tuberculous lymphadenitis
Nyawo, Georgina R; Naidoo, Charissa C; Wu, Benjamin; Sulaiman, Imran; Clemente, Jose C; Li, Yonghua; Minnies, Stephanie; Reeve, Byron W P; Moodley, Suventha; Rautenbach, Cornelia; Wright, Colleen; Singh, Shivani; Whitelaw, Andrew; Schubert, Pawel; Warren, Robin; Segal, Leopoldo; Theron, Grant
BACKGROUND:Lymphadenitis is the most common extrapulmonary tuberculosis (EPTB) manifestation. The microbiome is important to human health but uninvestigated in EPTB. We profiled the site-of-disease lymph node microbiome in tuberculosis lymphadenitis (TBL). METHODS:Fine-needle aspiration biopsies were collected from 158 pretreatment presumptive TBL patients in Cape Town, South Africa. 16S Illumina MiSeq rRNA gene sequencing was done. RESULTS:complex. CONCLUSIONS:-dominated dTBL lymphotypes, which contain taxa potentially targeted by TB treatment, were associated with milder, potentially earlier stage disease. These investigations lay foundations for studying the microbiome's role in lymphatic TB. The long-term clinical significance of these lymphotypes requires prospective validation.
PMCID:9957952
PMID: 36598079
ISSN: 1468-3296
CID: 5441292
Pleural fluid microbiota as a biomarker for malignancy and prognosis
Kwok, Benjamin; Wu, Benjamin G; Kocak, Ibrahim F; Sulaiman, Imran; Schluger, Rosemary; Li, Yonghua; Anwer, Raheel; Goparaju, Chandra; Ryan, Daniel J; Sagatelian, Marla; Dreier, Matthew S; Murthy, Vivek; Rafeq, Samaan; Michaud, Gaetane C; Sterman, Daniel H; Bessich, Jamie L; Pass, Harvey I; Segal, Leopoldo N; Tsay, Jun-Chieh J
Malignant pleural effusions (MPE) complicate malignancies and portend worse outcomes. MPE is comprised of various components, including immune cells, cancer cells, and cell-free DNA/RNA. There have been investigations into using these components to diagnose and prognosticate MPE. We hypothesize that the microbiome of MPE is unique and may be associated with diagnosis and prognosis. We compared the microbiota of MPE against microbiota of pleural effusions from non-malignant and paramalignant states. We collected a total of 165 pleural fluid samples from 165 subjects; Benign (n = 16), Paramalignant (n = 21), MPE-Lung (n = 57), MPE-Other (n = 22), and Mesothelioma (n = 49). We performed high throughput 16S rRNA gene sequencing on pleural fluid samples and controls. We showed that there are compositional differences among pleural effusions related to non-malignant, paramalignant, and malignant disease. Furthermore, we showed differential enrichment of bacterial taxa within MPE depending on the site of primary malignancy. Pleural fluid of MPE-Lung and Mesothelioma were associated with enrichment with oral and gut bacteria that are commonly thought to be commensals, including Rickettsiella, Ruminococcus, Enterococcus, and Lactobacillales. Mortality in MPE-Lung is associated with enrichment in Methylobacterium, Blattabacterium, and Deinococcus. These observations lay the groundwork for future studies that explore host-microbiome interactions and their influence on carcinogenesis.
PMCID:9908925
PMID: 36755121
ISSN: 2045-2322
CID: 5426932
Modified Brixia chest X-ray severity scoring system and correlation with intubation, non-invasive ventilation and death in a hospitalised COVID-19 cohort
Hanley, Marion; Brosnan, Conor; O'Neill, Damien; Ni Mhuircheartaigh, Neasa; Logan, Mark; Morrin, Martina M; Hurley, Killian; Sulaiman, Imran; O'Brien, Emmet; Morgan, Ross; Lee, Michael J
INTRODUCTION/BACKGROUND:There are few existing severity scoring systems in the literature, and no formally widely accepted chest X-ray template for reporting COVID-19 infection. We aimed to modify the chest X-ray COVID-19 severity scoring system from the Brixia scoring system with placement of more emphasis on consolidation and to assess if the scoring tool could help predict intubation. METHODS:A severity chest X-ray scoring system was modified from the Brixia scoring system. PCR positive COVID-19 positive patient's chest X-rays admitted to our hospital over 3 months were reviewed and correlated with; non-invasive ventilation, intubation and death. An analysis was performed using a receiver operating curve to predict intubation from all admission chest X-rays. RESULTS:The median score of all 325 admission chest X-rays was 3 (Interquartile range (IQR) 0-6.5). The median score of admission chest X-rays of those who did not require ICU admission and survived was 1.5 (IQR 0-5); and 9 (IQR 4.75-12) was median admission score of those requiring intubation. The median scores of the pre-intubation ICU chest X-rays was 11.5 (IQR 9-14.125), this increased from a median admission chest X-ray score for this group of 9 (P-value < 0.01). A cut-off score of 6 had a sensitivity of 77% and specificity of 73% in predicting the need for intubation. CONCLUSION/CONCLUSIONS:Higher chest X-ray severity scores are associated with intubation, need for non-invasive ventilation and death. This tool may also be helpful in predicting intubation.
PMID: 34845851
ISSN: 1754-9485
CID: 5087052
A clinicians' review of the respiratory microbiome
Campbell, Christina D; Barnett, Clea; Sulaiman, Imran
The respiratory microbiome and its impact in health and disease is now well characterised. With the development of next-generation sequencing and the use of other techniques such as metabolomics, the functional impact of microorganisms in different host environments can be elucidated. It is now clear that the respiratory microbiome plays an important role in respiratory disease. In some diseases, such as bronchiectasis, examination of the microbiome can even be used to identify patients at higher risk of poor outcomes. Furthermore, the microbiome can aid in phenotyping. Finally, development of multi-omic analysis has revealed interactions between the host and microbiome in some conditions. This review, although not exhaustive, aims to outline how the microbiome is investigated, the healthy respiratory microbiome and its role in respiratory disease.
PMCID:9584600
PMID: 36338247
ISSN: 1810-6838
CID: 5357002
Anti-Mycobacterials and Micro-Aspiration Drive Lower Airway Dysbiosis in NTM Bronchiectasis [Meeting Abstract]
Singh, S.; Hoque, A.; Sulaiman, I.; Li, Y.; Wu, B.; Chang, M.; Kyeremateng, Y.; Collazo, D. E.; Kamelhar, D.; Addrizzo-Harris, D. J.; Segal, L. N.
ISI:000792480401435
ISSN: 1073-449x
CID: 5238232
Microbial signatures in the lower airways of mechanically ventilated COVID-19 patients associated with poor clinical outcome
Sulaiman, Imran; Chung, Matthew; Angel, Luis; Tsay, Jun-Chieh J; Wu, Benjamin G; Yeung, Stephen T; Krolikowski, Kelsey; Li, Yonghua; Duerr, Ralf; Schluger, Rosemary; Thannickal, Sara A; Koide, Akiko; Rafeq, Samaan; Barnett, Clea; Postelnicu, Radu; Wang, Chang; Banakis, Stephanie; Pérez-Pérez, Lizzette; Shen, Guomiao; Jour, George; Meyn, Peter; Carpenito, Joseph; Liu, Xiuxiu; Ji, Kun; Collazo, Destiny; Labarbiera, Anthony; Amoroso, Nancy; Brosnahan, Shari; Mukherjee, Vikramjit; Kaufman, David; Bakker, Jan; Lubinsky, Anthony; Pradhan, Deepak; Sterman, Daniel H; Weiden, Michael; Heguy, Adriana; Evans, Laura; Uyeki, Timothy M; Clemente, Jose C; de Wit, Emmie; Schmidt, Ann Marie; Shopsin, Bo; Desvignes, Ludovic; Wang, Chan; Li, Huilin; Zhang, Bin; Forst, Christian V; Koide, Shohei; Stapleford, Kenneth A; Khanna, Kamal M; Ghedin, Elodie; Segal, Leopoldo N
Respiratory failure is associated with increased mortality in COVID-19 patients. There are no validated lower airway biomarkers to predict clinical outcome. We investigated whether bacterial respiratory infections were associated with poor clinical outcome of COVID-19 in a prospective, observational cohort of 589 critically ill adults, all of whom required mechanical ventilation. For a subset of 142 patients who underwent bronchoscopy, we quantified SARS-CoV-2 viral load, analysed the lower respiratory tract microbiome using metagenomics and metatranscriptomics and profiled the host immune response. Acquisition of a hospital-acquired respiratory pathogen was not associated with fatal outcome. Poor clinical outcome was associated with lower airway enrichment with an oral commensal (Mycoplasma salivarium). Increased SARS-CoV-2 abundance, low anti-SARS-CoV-2 antibody response and a distinct host transcriptome profile of the lower airways were most predictive of mortality. Our data provide evidence that secondary respiratory infections do not drive mortality in COVID-19 and clinical management strategies should prioritize reducing viral replication and maximizing host responses to SARS-CoV-2.
PMID: 34465900
ISSN: 2058-5276
CID: 4998422
Functional lower airways genomic profiling of the microbiome to capture active microbial metabolism
Sulaiman, Imran; Wu, Benjamin G; Li, Yonghua; Tsay, Jun-Chieh; Sauthoff, Maya; Scott, Adrienne S; Ji, Kun; Koralov, Sergei B; Weiden, Michael; Clemente, Jose; Jones, Drew; Huang, Yvonne J; Stringer, Kathleen A; Zhang, Lingdi; Geber, Adam; Banakis, Stephanie; Tipton, Laura; Ghedin, Elodie; Segal, Leopoldo N
RATIONALE/BACKGROUND:Microbiome studies of the lower airway based on bacterial 16S rRNA gene sequencing assess microbial community structure but can only infer functional characteristics. Microbial products, such as short chain fatty acids (SCFAs), in the lower airways have significant impact on the host's immune tone. Thus, functional approaches to the analyses of the microbiome are necessary. METHODS:Here we used upper and lower airway samples from a research bronchoscopy smoker cohort. In addition, we validated our results in an experimental mouse model. MEASUREMENTS/METHODS:We extended our microbiota characterisation beyond 16S rRNA gene sequencing with the use of whole genome (WGS) and RNA metatranscriptome sequencing. Short chain fatty acids (SCFA) were also measured in lower airway samples and correlated with each of the sequencing datasets. In the mouse model, 16S rRNA gene and RNA metatranscriptome sequencing were performed. MAIN RESULTS/RESULTS:Functional evaluations of the lower airway microbiota using inferred metagenome, WGS and metatranscriptome were dissimilar. Comparison with measured levels of SCFAs shows that the inferred metagenome from the 16S rRNA gene sequencing data was poorly correlated, while better correlations were noted when SCFAs levels were compared with WGS and metatranscriptome. Modelling lower airway aspiration with oral commensals in a mouse model showed that the metatranscriptome most efficiently captures transient active microbial metabolism, which was overestimated by 16S rRNA gene sequencing. CONCLUSIONS:Functional characterisation of the lower airway microbiota through metatranscriptome identify metabolically active organisms capable of producing metabolites with immunomodulatory capacity such as SCFAs.
PMID: 33446604
ISSN: 1399-3003
CID: 4747282
Anaerobe-enriched gut microbiota predicts pro-inflammatory responses in pulmonary tuberculosis
Naidoo, Charissa C; Nyawo, Georgina R; Sulaiman, Imran; Wu, Benjamin G; Turner, Carolin T; Bu, Kevin; Palmer, Zaida; Li, Yonghua; Reeve, Byron W P; Moodley, Suventha; Jackson, Jennifer G; Limberis, Jason; Diacon, Andreas H; van Helden, Paul D; Clemente, Jose C; Warren, Robin M; Noursadeghi, Mahdad; Segal, Leopoldo N; Theron, Grant
BACKGROUND:The relationship between tuberculosis (TB), one of the leading infectious causes of death worldwide, and the microbiome, which is critical for health, is poorly understood. METHODS:To identify potential microbiome-host interactions, profiling of the oral, sputum and stool microbiota [n = 58 cases, n = 47 culture-negative symptomatic controls (SCs)] and whole blood transcriptome were done in pre-treatment presumptive pulmonary TB patients. This was a cross-sectional study. Microbiota were also characterised in close contacts of cases (CCCs, n = 73) and close contacts of SCs (CCSCs, n = 82) without active TB. FINDINGS/RESULTS:Cases and SCs each had similar α- and β-diversities in oral washes and sputum, however, β-diversity differed in stool (PERMANOVA p = 0•035). Cases were enriched with anaerobes in oral washes, sputum (Paludibacter, Lautropia in both) and stool (Erysipelotrichaceae, Blautia, Anaerostipes) and their stools enriched in microbial genes annotated as amino acid and carbohydrate metabolic pathways. In pairwise comparisons with their CCCs, cases had Megasphaera-enriched oral and sputum microbiota and Bifidobacterium-, Roseburia-, and Dorea-depleted stools. Compared to their CCSCs, SCs had reduced α-diversities and many differential taxa per specimen type. Cases differed transcriptionally from SCs in peripheral blood (PERMANOVA p = 0•001). A co-occurrence network analysis showed stool taxa, Erysipelotrichaceae and Blautia, to negatively co-correlate with enriched "death receptor" and "EIF2 signalling" pathways whereas Anaerostipes positively correlated with enriched "interferon signalling", "Nur77 signalling" and "inflammasome" pathways; all of which are host pathways associated with disease severity. In contrast, none of the taxa enriched in SCs correlated with host pathways. INTERPRETATION/CONCLUSIONS:TB-specific microbial relationships were identified in oral washes, induced sputum, and stool from cases before the confounding effects of antibiotics. Specific anaerobes in cases' stool predict upregulation of pro-inflammatory immunological pathways, supporting the gut microbiota's role in TB. FUNDING/BACKGROUND:European & Developing Countries Clinical Trials Partnership, South African-Medical Research Council, National Institute of Allergy and Infectious Diseases.
PMCID:8122180
PMID: 33975252
ISSN: 2352-3964
CID: 4878352
Episodic Aspiration with Oral Commensals Induces a MyD88-dependent, Pulmonary Th17 Response that Mitigates Susceptibility to Streptococcus pneumoniae
Wu, Benjamin G; Sulaiman, Imran; Tsay, Jun-Chieh J; Perez, Luisanny; Franca, Brendan; Li, Yonghua; Wang, Jing; Gonzalez, Amber N; El-Ashmawy, Mariam; Carpenito, Joseph; Olsen, Evan; Sauthoff, Maya; Yie, Kevin; Liu, Xiuxiu; Shen, Nan; Clemente, Jose C; Kapoor, Bianca; Zangari, Tonia; Mezzano, Valeria; Loomis, Cynthia; Weiden, Michael D; Koralov, Sergei; D'Armiento, Jeanine; Ahuja, Sunil K; Wu, Xue-Ru; Weiser, Jeffrey N; Segal, Leopoldo N
Rationale Cross-sectional human data suggest that enrichment of oral anaerobic bacteria in the lung is associated with increased Th17 inflammatory phenotype. In this study we evaluated the microbial and host immune response dynamics after aspiration with a oral commensals using a preclinical mouse model. Methods Aspiration with a mixture of human oral commensals (MOC; Prevotella melaninogenica, Veillonella parvula, and Streptococcus mitis) was modeled in mice followed by variable time of sacrifice. Genetic background of mice included WT, MyD88 knock out and STAT3C. Measurements 16S rRNA gene sequencing characterized changes in microbiota. Flow cytometry, cytokine measurement via Luminex and RNA host transcriptome sequencing was used to characterize host immune phenotype. Main Results While MOC aspiration correlated with lower airway dysbiosis that resolved within five days, it induced an extended inflammatory response associated with IL17-producing T-cells lasting at least 14 days. MyD88 expression was required for the IL-17 response to MOC aspiration, but not for T-cell activation or IFN-γ expression. MOC aspiration prior to a respiratory challenge with S. pneumoniae led to a decreased in host's susceptibility to this pathogen. Conclusions Thus, in otherwise healthy mice, a single aspiration event with oral commensals are rapidly cleared from the lower airways, but induce a prolonged Th17 response that secondarily decreased susceptibility to respiratory pathogens. Translationally, these data implicate an immuno-protective role of episodic microaspiration of oral microbes in the regulation of the lung immune phenotype and mitigation of host susceptibility to infection with lower airway pathogens.
PMID: 33166473
ISSN: 1535-4970
CID: 4664852