Genomics

Dataset Information

0

Early whole blood transcriptional signatures are associated with severity of lung inflammation in cynomolgus macaques with Mycobacterium tuberculosis infection


ABSTRACT: This longitudinal dataset was generated to assess changes in whole blood gene expression following low dose Mycobacterium tuberculosis infection of Cynomolgus macaques. In addition to changes in mRNA transcript abundance, changes in circulating immune cell populations were also assessed using both complete blood counts (CBC) and using flow cytometry. Disease severity was determined using both clinical diagnosis (active vs. latent) and 18F-flurodeoxyglucose (FDG avidity) by 6 months post-infection. The greatest change in transcriptional activity occurred 20-56 days after infection, when the maximum activity of immune related transcripts was observed. After stratifying macaques based on clinical diagnosis, those macaques with active disease exhibited a similar signature to that observed in humans with active TB. However, only modest transcriptional differences between active TB and latently infected macaques were observed. As an alternative stratification approach, the severity of lung inflammation measured by lung FDG avidity was used to separate macaques into high and low FDG groups. Blood transcript activity was highly correlated with lung inflammation at early time points post-infection. The differential expression signatures between animals stratified with high and low lung FDG were stronger than those observed with groups defined by clinical outcome.. Furthermore, gene level analysis of of pre-infection signatures suggest that interferon and inflammation signatures may distinguish eventual clinical outcomes and lung FDG avidity prior infection. In conclusion, this study demonstrates that transcriptional changes in the macaque model recapitulate those observed in human Mtb infection while providing additional insight into the early and pre-infection events associated with disease severity and outcome.

ORGANISM(S): Macaca fascicularis Homo sapiens

PROVIDER: GSE84152 | GEO | 2016/10/27

SECONDARY ACCESSION(S): PRJNA328153

REPOSITORIES: GEO

Similar Datasets

2023-09-25 | GSE192483 | GEO
2018-01-01 | GSE69581 | GEO
2014-04-19 | E-GEOD-56919 | biostudies-arrayexpress
2020-12-23 | GSE149758 | GEO
2012-07-05 | E-GEOD-30721 | biostudies-arrayexpress
2022-09-23 | GSE213850 | GEO
2014-04-19 | GSE56919 | GEO
2014-05-01 | GSE39940 | GEO
2013-10-23 | GSE37250 | GEO
2014-05-01 | GSE39939 | GEO