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Pulmonary microbiome and transcriptome signatures reveal distinct pathobiologic states associated with mortality in two cohorts of pediatric stem cell transplant patients
Zinter, Matt S; Dvorak, Christopher C; Mayday, Madeline Y; Reyes, Gustavo; Simon, Miriam R; Pearce, Emma M; Kim, Hanna; Shaw, Peter J; Rowan, Courtney M; Auletta, Jeffrey J; Martin, Paul L; Godder, Kamar; Duncan, Christine N; Lalefar, Nahal R; Kreml, Erin M; Hume, Janet R; Abdel-Azim, Hisham; Hurley, Caitlin; Cuvelier, Geoffrey D E; Keating, Amy K; Qayed, Muna; Killinger, James S; Fitzgerald, Julie C; Hanna, Rabi; Mahadeo, Kris M; Quigg, Troy C; Satwani, Prakash; Castillo, Paul; Gertz, Shira J; Moore, Theodore B; Hanisch, Benjamin; Abdel-Mageed, Aly; Phelan, Rachel; Davis, Dereck B; Hudspeth, Michelle P; Yanik, Greg A; Pulsipher, Michael A; Sulaiman, Imran; Segal, Leopoldo N; Versluys, Birgitta A; Lindemans, Caroline A; Boelens, Jaap J; DeRisi, Joseph L; ,
Lung injury is a major determinant of survival after pediatric hematopoietic cell transplantation (HCT). A deeper understanding of the relationship between pulmonary microbes, immunity, and the lung epithelium is needed to improve outcomes. In this multicenter study, we collected 278 bronchoalveolar lavage (BAL) samples from 229 patients treated at 32 children's hospitals between 2014-2022. Using paired metatranscriptomes and human gene expression data, we identified 4 patient clusters with varying BAL composition. Among those requiring respiratory support prior to sampling, in-hospital mortality varied from 22-60% depending on the cluster (p=0.007). The most common patient subtype, Cluster 1, showed a moderate quantity and high diversity of commensal microbes with robust metabolic activity, low rates of infection, gene expression indicating alveolar macrophage predominance, and low mortality. The second most common cluster showed a very high burden of airway microbes, gene expression enriched for neutrophil signaling, frequent bacterial infections, and moderate mortality. Cluster 3 showed significant depletion of commensal microbes, a loss of biodiversity, gene expression indicative of fibroproliferative pathways, increased viral and fungal pathogens, and high mortality. Finally, Cluster 4 showed profound microbiome depletion with enrichment of Staphylococci and viruses, gene expression driven by lymphocyte activation and cellular injury, and the highest mortality. BAL clusters were modeled with a random forest classifier and reproduced in a geographically distinct validation cohort of 57 patients from The Netherlands, recapitulating similar cluster-based mortality differences (p=0.022). Degree of antibiotic exposure was strongly associated with depletion of BAL microbes and enrichment of fungi. Potential pathogens were parsed from all detected microbes by analyzing each BAL microbe relative to the overall microbiome composition, which yielded increased sensitivity for numerous previously occult pathogens. These findings support personalized interpretation of the pulmonary microenvironment in pediatric HCT, which may facilitate biology-targeted interventions to improve outcomes.
PMCID:10705623
PMID: 38077035
CID: 5883262
Microbiome Dynamics of Lower Airway Challenges With Established Microbial Concentrations
Kyeremateng, Y.; Kocak, I.F.; Chang, M.; Collazo, D.E.; Singh, R.; Mccormick, C.; Kwok, B.; Singh, S.; Li, Y.; Tsay, J.-C.; Segal, L.; Wu, B.G.
ORIGINAL:0017179
ISSN: 1073-449x
CID: 5651602
Lower Airway Microbial Signatures Associated With Acute Cellular Rejection in Lung Transplantation
Nelson, N.; Wong, K.; Malik, T.; Rudym, D.; Lesko, M.; Chang, S.H.; Li, Y.; Singh, R.; Collazo, D.E.; Chang, M.; Kyeremateng, Y.; McCormick, C.; Barnett, C.R.; Wu, B.G.; Tsay, J.-C.J.; Brosnahan, S.B.; Singh, S.; Angel, L.F.; Segal, L.; Natalini, J.G.
ORIGINAL:0017184
ISSN: 1535-4970
CID: 5651652
Angiopoietin-Like4 Is a Novel Marker of COVID-19 Severity
Bhatraju, Pavan K; Morrell, Eric D; Stanaway, Ian B; Sathe, Neha A; Srivastava, Avantika; Postelnicu, Radu; Green, Richard; Andrews, Adair; Gonzalez, Martin; Kratochvil, Christopher J; Kumar, Vishakha K; Hsiang, Tien-Ying; Gale, Michael; Anesi, George L; Wyles, David; Broadhurst, M Jana; Brett-Major, David; Mukherjee, Vikramjit; Sevransky, Jonathan E; Landsittel, Douglas; Hung, Chi; Altemeier, William A; Gharib, Sina A; Uyeki, Timothy M; Cobb, J Perren; Liebler, Janice M; Crosslin, David R; Jarvik, Gail P; Segal, Leopoldo N; Evans, Laura; Mikacenic, Carmen; Wurfel, Mark M
UNLABELLED:Vascular dysfunction and capillary leak are common in critically ill COVID-19 patients, but identification of endothelial pathways involved in COVID-19 pathogenesis has been limited. Angiopoietin-like 4 (ANGPTL4) is a protein secreted in response to hypoxic and nutrient-poor conditions that has a variety of biological effects including vascular injury and capillary leak. OBJECTIVES/OBJECTIVE:To assess the role of ANGPTL4 in COVID-19-related outcomes. DESIGN SETTING AND PARTICIPANTS/METHODS:Two hundred twenty-five COVID-19 ICU patients were enrolled from April 2020 to May 2021 in a prospective, multicenter cohort study from three different medical centers, University of Washington, University of Southern California and New York University. MAIN OUTCOMES AND MEASURES/METHODS:Plasma ANGPTL4 was measured on days 1, 7, and 14 after ICU admission. We used previously published tissue proteomic data and lung single nucleus RNA (snRNA) sequencing data from specimens collected from COVID-19 patients to determine the tissues and cells that produce ANGPTL4. RESULTS:single-nuclear RNA gene expression was significantly increased in pulmonary alveolar type 2 epithelial cells and fibroblasts in COVID-19 lung tissue compared with controls. CONCLUSIONS AND RELEVANCE/CONCLUSIONS:ANGPTL4 is expressed in pulmonary epithelial cells and fibroblasts and is associated with clinical prognosis in critically ill COVID-19 patients.
PMCID:9803343
PMID: 36600780
ISSN: 2639-8028
CID: 5644142
Inflammation in the tumor-adjacent lung as a predictor of clinical outcome in lung adenocarcinoma
Dolgalev, Igor; Zhou, Hua; Murrell, Nina; Le, Hortense; Sakellaropoulos, Theodore; Coudray, Nicolas; Zhu, Kelsey; Vasudevaraja, Varshini; Yeaton, Anna; Goparaju, Chandra; Li, Yonghua; Sulaiman, Imran; Tsay, Jun-Chieh J; Meyn, Peter; Mohamed, Hussein; Sydney, Iris; Shiomi, Tomoe; Ramaswami, Sitharam; Narula, Navneet; Kulicke, Ruth; Davis, Fred P; Stransky, Nicolas; Smolen, Gromoslaw A; Cheng, Wei-Yi; Cai, James; Punekar, Salman; Velcheti, Vamsidhar; Sterman, Daniel H; Poirier, J T; Neel, Ben; Wong, Kwok-Kin; Chiriboga, Luis; Heguy, Adriana; Papagiannakopoulos, Thales; Nadorp, Bettina; Snuderl, Matija; Segal, Leopoldo N; Moreira, Andre L; Pass, Harvey I; Tsirigos, Aristotelis
Approximately 30% of early-stage lung adenocarcinoma patients present with disease progression after successful surgical resection. Despite efforts of mapping the genetic landscape, there has been limited success in discovering predictive biomarkers of disease outcomes. Here we performed a systematic multi-omic assessment of 143 tumors and matched tumor-adjacent, histologically-normal lung tissue with long-term patient follow-up. Through histologic, mutational, and transcriptomic profiling of tumor and adjacent-normal tissue, we identified an inflammatory gene signature in tumor-adjacent tissue as the strongest clinical predictor of disease progression. Single-cell transcriptomic analysis demonstrated the progression-associated inflammatory signature was expressed in both immune and non-immune cells, and cell type-specific profiling in monocytes further improved outcome predictions. Additional analyses of tumor-adjacent transcriptomic data from The Cancer Genome Atlas validated the association of the inflammatory signature with worse outcomes across cancers. Collectively, our study suggests that molecular profiling of tumor-adjacent tissue can identify patients at high risk for disease progression.
PMCID:10632519
PMID: 37938580
ISSN: 2041-1723
CID: 5609852
Lower Airway Dysbiosis Augments Lung Inflammatory Injury in Mild-to-Moderate Chronic Obstructive Pulmonary Disease
Sulaiman, Imran; Wu, Benjamin G; Chung, Matthew; Isaacs, Bradley; Tsay, Jun-Chieh J; Holub, Meredith; Barnett, Clea R; Kwok, Benjamin; Kugler, Matthias C; Natalini, Jake G; Singh, Shivani; Li, Yonghua; Schluger, Rosemary; Carpenito, Joseph; Collazo, Destiny; Perez, Luisanny; Kyeremateng, Yaa; Chang, Miao; Campbell, Christina D; Hansbro, Philip M; Oppenheimer, Beno W; Berger, Kenneth I; Goldring, Roberta M; Koralov, Sergei B; Weiden, Michael D; Xiao, Rui; D'Armiento, Jeanine; Clemente, Jose C; Ghedin, Elodie; Segal, Leopoldo N
PMID: 37677136
ISSN: 1535-4970
CID: 5606572
Correcting dysbiosis in the lungs of COPD, one pathogen at a time
Wong, Kendrew K; Segal, Leopoldo N
In this issue of Cell Host & Microbe, Liang et al. demonstrate through genomic analysis of the sputum microbiome from COPD patients and preclinical models that Staphylococcus aureus promotes lung function decline via regulation of homocysteine levels. Homocysteine can promote lung injury by promoting neutrophil apoptosis-to-NETosis shift via AKT1-S100A8/A9 axis.
PMID: 37321178
ISSN: 1934-6069
CID: 5541012
Perceived Hospital Stress, Severe Acute Respiratory Syndrome Coronavirus 2 Activity, and Care Process Temporal Variance During the COVID-19 Pandemic
Anesi, George L; Andrews, Adair; Bai, He Julia; Bhatraju, Pavan K; Brett-Major, David M; Broadhurst, M Jana; Campbell, Elizabeth Salvagio; Cobb, J Perren; Gonzalez, Martin; Homami, Sonya; Hypes, Cameron D; Irwin, Amy; Kratochvil, Christopher J; Krolikowski, Kelsey; Kumar, Vishakha K; Landsittel, Douglas P; Lee, Richard A; Liebler, Janice M; Lutrick, Karen; Marts, Lucian T; Mosier, Jarrod M; Mukherjee, Vikramjit; Postelnicu, Radu; Rodina, Valentina; Segal, Leopoldo N; Sevransky, Jonathan E; Spainhour, Christine; Srivastava, Avantika; Uyeki, Timothy M; Wurfel, Mark M; Wyles, David; Evans, Laura
OBJECTIVES:The COVID-19 pandemic threatened standard hospital operations. We sought to understand how this stress was perceived and manifested within individual hospitals and in relation to local viral activity. DESIGN:Prospective weekly hospital stress survey, November 2020-June 2022. SETTING:Society of Critical Care Medicine's Discovery Severe Acute Respiratory Infection-Preparedness multicenter cohort study. SUBJECTS:Thirteen hospitals across seven U.S. health systems. INTERVENTIONS:None. MEASUREMENTS AND MAIN RESULTS:We analyzed 839 hospital-weeks of data over 85 pandemic weeks and five viral surges. Perceived overall hospital, ICU, and emergency department (ED) stress due to severe acute respiratory infection patients during the pandemic were reported by a mean of 43% ( sd , 36%), 32% (30%), and 14% (22%) of hospitals per week, respectively, and perceived care deviations in a mean of 36% (33%). Overall hospital stress was highly correlated with ICU stress (ρ = 0.82; p < 0.0001) but only moderately correlated with ED stress (ρ = 0.52; p < 0.0001). A county increase in 10 severe acute respiratory syndrome coronavirus 2 cases per 100,000 residents was associated with an increase in the odds of overall hospital, ICU, and ED stress by 9% (95% CI, 5-12%), 7% (3-10%), and 4% (2-6%), respectively. During the Delta variant surge, overall hospital stress persisted for a median of 11.5 weeks (interquartile range, 9-14 wk) after local case peak. ICU stress had a similar pattern of resolution (median 11 wk [6-14 wk] after local case peak; p = 0.59) while the resolution of ED stress (median 6 wk [5-6 wk] after local case peak; p = 0.003) was earlier. There was a similar but attenuated pattern during the Omicron BA.1 subvariant surge. CONCLUSIONS:During the COVID-19 pandemic, perceived care deviations were common and potentially avoidable patient harm was rare. Perceived hospital stress persisted for weeks after surges peaked.
PMID: 36790189
ISSN: 1530-0293
CID: 5448062
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
Microbial Inflammatory Networks in Bronchiectasis Exacerbators With Pseudomonas aeruginosa
Gramegna, Andrea; Narayana, Jayanth Kumar; Amati, Francesco; Stainer, Anna; Wu, Benjamin; Morlacchi, Letizia Corinna; Segal, Leopoldo N; Tsaneva-Atanasova, Krasimira; Marchisio, Paola; Chotirmall, Sanjay H; Blasi, Francesco; Aliberti, Stefano
PMID: 36803648
ISSN: 1931-3543
CID: 5433742