{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T01:52:50Z","timestamp":1791942770762,"version":"4.3.4"},"reference-count":54,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2022,5,5]],"date-time":"2022-05-05T00:00:00Z","timestamp":1651708800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"NIH awards","award":["AI127160"],"award-info":[{"award-number":["AI127160"]}]},{"name":"NIH awards","award":["AI127222"],"award-info":[{"award-number":["AI127222"]}]},{"name":"NIH awards","award":["AI128130"],"award-info":[{"award-number":["AI128130"]}]},{"name":"NIH awards","award":["AI089323"],"award-info":[{"award-number":["AI089323"]}]},{"name":"NIH awards","award":["HL106790"],"award-info":[{"award-number":["HL106790"]}]},{"name":"NIH awards","award":["AI111914"],"award-info":[{"award-number":["AI111914"]}]},{"name":"NIH awards","award":["AI111943"],"award-info":[{"award-number":["AI111943"]}]},{"name":"NIH awards","award":["AI123047"],"award-info":[{"award-number":["AI123047"]}]},{"name":"NIH awards","award":["AI134240"],"award-info":[{"award-number":["AI134240"]}]},{"name":"NIH awards","award":["OD011133"],"award-info":[{"award-number":["OD011133"]}]},{"name":"NIH awards","award":["OD011104"],"award-info":[{"award-number":["OD011104"]}]},{"name":"institutional awards","award":["AI127160"],"award-info":[{"award-number":["AI127160"]}]},{"name":"institutional awards","award":["AI127222"],"award-info":[{"award-number":["AI127222"]}]},{"name":"institutional awards","award":["AI128130"],"award-info":[{"award-number":["AI128130"]}]},{"name":"institutional awards","award":["AI089323"],"award-info":[{"award-number":["AI089323"]}]},{"name":"institutional awards","award":["HL106790"],"award-info":[{"award-number":["HL106790"]}]},{"name":"institutional awards","award":["AI111914"],"award-info":[{"award-number":["AI111914"]}]},{"name":"institutional awards","award":["AI111943"],"award-info":[{"award-number":["AI111943"]}]},{"name":"institutional awards","award":["AI123047"],"award-info":[{"award-number":["AI123047"]}]},{"name":"institutional awards","award":["AI134240"],"award-info":[{"award-number":["AI134240"]}]},{"name":"institutional awards","award":["OD011133"],"award-info":[{"award-number":["OD011133"]}]},{"name":"institutional awards","award":["OD011104"],"award-info":[{"award-number":["OD011104"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pathogens"],"abstract":"<jats:p>Despite a century of research into tuberculosis (TB), there is a dearth of reproducible, easily quantifiable, biomarkers that can predict disease onset and differentiate between host disease states. Due to the challenges associated with human sampling, nonhuman primates (NHPs) are utilized for recapitulating the closest possible modelling of human TB. To establish a predictive peripheral biomarker profile based on a larger cohort of rhesus macaques (RM), we analyzed results pertaining to peripheral blood serum chemistry and cell counts from RMs that were experimentally exposed to Mtb in our prior studies and characterized as having either developed active TB (ATB) disease or latent TB infection (LTBI). We compared lung CFU burdens and quantitative pathologies with a number of measurables in the peripheral blood. Based on our results, the investigations were then extended to the study of specific molecules and cells in the lung compartments of a subset of these animals and their immune responses. In addition to the elevated serum C-reactive protein (CRP) levels, frequently used to discern the level of Mtb infection in model systems, reduced serum albumin-to-globulin (A\/G) ratios were also predictive of active TB disease. Furthermore, higher peripheral myeloid cell levels, particularly those of neutrophils, kynurenine-to-tryptophan ratio, an indicator of induced expression of the immunosuppressive molecule indoleamine dioxygenase, and an influx of myeloid cell populations could also efficiently discriminate between ATB and LTBI in experimentally infected macaques. These quantifiable correlates of disease were then used in conjunction with a regression-based analysis to predict bacterial load. Our results suggest a potential biomarker profile of TB disease in rhesus macaques, that could inform future NHP\u2013TB research. Our results thus suggest that specific biomarkers may be developed from the myeloid subset of peripheral blood or plasma with the ability to discriminate between active and latent Mtb infection.<\/jats:p>","DOI":"10.3390\/pathogens11050544","type":"journal-article","created":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T02:46:39Z","timestamp":1651805199000},"page":"544","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Peripheral Blood Markers Correlate with the Progression of Active Tuberculosis Relative to Latent Control of Mycobacterium tuberculosis Infection in Macaques"],"prefix":"10.3390","volume":"11","author":[{"given":"Maya","family":"Gough","sequence":"first","affiliation":[{"name":"Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5507-1197","authenticated-orcid":false,"given":"Dhiraj K.","family":"Singh","sequence":"additional","affiliation":[{"name":"Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chivonne","family":"Moodley","sequence":"additional","affiliation":[{"name":"Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA"},{"name":"Tulane University Health Science Center, New Orleans, LA 70112, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tianhua","family":"Niu","sequence":"additional","affiliation":[{"name":"Department of Biostatistics and Bioinformatics, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nadia A.","family":"Golden","sequence":"additional","affiliation":[{"name":"Tulane National Primate Research Center, Covington, LA 70433, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3521-1257","authenticated-orcid":false,"given":"Deepak","family":"Kaushal","sequence":"additional","affiliation":[{"name":"Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9923-8745","authenticated-orcid":false,"given":"Smriti","family":"Mehra","sequence":"additional","affiliation":[{"name":"Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2022,5,5]]},"reference":[{"key":"ref_1","unstructured":"WHO (2019, April 23). 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