Unknown

Dataset Information

0

Detectable changes in the blood transcriptome are present after two weeks of antituberculosis therapy.


ABSTRACT:

Rationale

Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initiation. Inadequate treatment leads to worsening disease, disease transmission and drug resistance.

Objectives

To determine if blood transcriptional signatures change in response to antituberculosis treatment and could act as early biomarkers of a successful response.

Methods

Blood transcriptional profiles of untreated active tuberculosis patients in South Africa were analysed before, during (2 weeks and 2 months), at the end of (6 months) and after (12 months) antituberculosis treatment, and compared to individuals with latent tuberculosis. An active-tuberculosis transcriptional signature and a specific treatment-response transcriptional signature were derived. The specific treatment response transcriptional signature was tested in two independent cohorts. Two quantitative scoring algorithms were applied to measure the changes in the transcriptional response. The most significantly represented pathways were determined using Ingenuity Pathway Analysis.

Results

An active tuberculosis 664-transcript signature and a treatment specific 320-transcript signature significantly diminished after 2 weeks of treatment in all cohorts, and continued to diminish until 6 months. The transcriptional response to treatment could be individually measured in each patient.

Conclusions

Significant changes in the transcriptional signatures measured by blood tests were readily detectable just 2 weeks after treatment initiation. These findings suggest that blood transcriptional signatures could be used as early surrogate biomarkers of successful treatment response.

SUBMITTER: Bloom CI 

PROVIDER: S-EPMC3462772 | biostudies-literature | 2012

REPOSITORIES: biostudies-literature

altmetric image

Publications


<h4>Rationale</h4>Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initiation. Inadequate treatment leads to worsening disease, disease transmission and drug resistance.<h4>Objectives</h4>To determine if blood transcriptional signatures change in response to antitub  ...[more]

Similar Datasets

2012-10-01 | GSE40553 | GEO
2012-10-01 | E-GEOD-40553 | biostudies-arrayexpress
| S-EPMC10592925 | biostudies-literature
2024-10-04 | GSE244827 | GEO
| S-EPMC5833566 | biostudies-literature
| S-EPMC3839627 | biostudies-literature
| S-EPMC6819732 | biostudies-literature
| S-EPMC7141657 | biostudies-literature
| S-EPMC2693268 | biostudies-literature
2017-03-28 | GSE97079 | GEO