Literature DB >> 29559120

Existing blood transcriptional classifiers accurately discriminate active tuberculosis from latent infection in individuals from south India.

Samantha Leong1, Yue Zhao2, Noyal M Joseph3, Natasha S Hochberg4, Sonali Sarkar3, Jane Pleskunas5, David Hom5, Subitha Lakshminarayanan3, C Robert Horsburgh6, Gautam Roy3, Jerrold J Ellner5, W Evan Johnson2, Padmini Salgame7.   

Abstract

Several studies have identified blood transcriptomic signatures that can distinguish active from latent Tuberculosis (TB). The purpose of this study was to assess how well these existing gene profiles classify TB disease in a South Indian population. RNA sequencing was performed on whole blood PAXgene samples collected from 28 TB patients and 16 latently TB infected (LTBI) subjects enrolled as part of an ongoing household contact study. Differential gene expression and clustering analyses were performed and compared with explicit predictive testing of TB and LTBI individuals based on established gene signatures. We observed strong predictive performance of TB disease states based on expression of known gene sets (ROC AUC 0.9007-0.9879). Together, our findings indicate that previously reported classifiers generated from different ethnic populations can accurately discriminate active TB from LTBI in South Indian patients. Future work should focus on converting existing gene signatures into a universal TB gene signature for diagnosis, monitoring TB treatment, and evaluating new drug regimens.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Biomarker; Diagnostic; Gene signature; Tuberculosis

Mesh:

Substances:

Year:  2018        PMID: 29559120     DOI: 10.1016/j.tube.2018.01.002

Source DB:  PubMed          Journal:  Tuberculosis (Edinb)        ISSN: 1472-9792            Impact factor:   3.131


  23 in total

1.  Distinct Features of Human Myeloid Cell Cytokine Response Profiles Identify Neutrophil Activation by Cytokines as a Prognostic Feature during Tuberculosis and Cancer.

Authors:  Joseph C Devlin; Erin E Zwack; Mei San Tang; Zhi Li; David Fenyo; Victor J Torres; Kelly V Ruggles; P'ng Loke
Journal:  J Immunol       Date:  2020-04-29       Impact factor: 5.422

2.  Development and Validation of a Parsimonious Tuberculosis Gene Signature Using the digital NanoString nCounter Platform.

Authors:  Vaishnavi Kaipilyawar; Yue Zhao; Xutao Wang; Noyal M Joseph; Selby Knudsen; Senbagavalli Prakash Babu; Muthuraj Muthaiah; Natasha S Hochberg; Sonali Sarkar; Charles R Horsburgh; Jerrold J Ellner; W Evan Johnson; Padmini Salgame
Journal:  Clin Infect Dis       Date:  2022-09-29       Impact factor: 20.999

3.  Cross-validation of existing signatures and derivation of a novel 29-gene transcriptomic signature predictive of progression to TB in a Brazilian cohort of household contacts of pulmonary TB.

Authors:  Samantha Leong; Yue Zhao; Rodrigo Ribeiro-Rodrigues; Edward C Jones-López; Carlos Acuña-Villaorduña; Patricia Marques Rodrigues; Moises Palaci; David Alland; Reynaldo Dietze; Jerrold J Ellner; W Evan Johnson; Padmini Salgame
Journal:  Tuberculosis (Edinb)       Date:  2020-01-07       Impact factor: 3.131

Review 4.  Food for thought: addressing undernutrition to end tuberculosis.

Authors:  Pranay Sinha; Knut Lönnroth; Anurag Bhargava; Scott K Heysell; Sonali Sarkar; Padmini Salgame; William Rudgard; Delia Boccia; Daniel Van Aartsen; Natasha S Hochberg
Journal:  Lancet Infect Dis       Date:  2021-03-23       Impact factor: 25.071

5.  Predictors of Loss to Follow-Up among Men with Tuberculosis in Puducherry and Tamil Nadu, India.

Authors:  Thomas J Zhou; Subitha Lakshminarayanan; Sonali Sarkar; Selby Knudsen; C Robert Horsburgh; Muthuraj Muthaiah; Carolyn K Kan; Padmini Salgame; Jerrold J Ellner; Gautam Roy; Helen E Jenkins; Natasha S Hochberg
Journal:  Am J Trop Med Hyg       Date:  2020-09       Impact factor: 2.345

6.  Host-response-based gene signatures for tuberculosis diagnosis: A systematic comparison of 16 signatures.

Authors:  Hayley Warsinske; Rohit Vashisht; Purvesh Khatri
Journal:  PLoS Med       Date:  2019-04-23       Impact factor: 11.069

Review 7.  The value of transcriptomics in advancing knowledge of the immune response and diagnosis in tuberculosis.

Authors:  Akul Singhania; Robert J Wilkinson; Marc Rodrigue; Pranabashis Haldar; Anne O'Garra
Journal:  Nat Immunol       Date:  2018-10-17       Impact factor: 25.606

8.  Household food insecurity among patients with pulmonary tuberculosis and its associated factors in South India: a cross-sectional analysis.

Authors:  Reshma Ayiraveetil; Sonali Sarkar; Palanivel Chinnakali; Kathiresan Jeyashree; Mathavaswami Vijayageetha; Pruthu Thekkur; Subitha Lakshminarayanan; Selby Knudsen; Natasha S Hochberg; C Robert Horsburgh; Jerrold Ellner; Gautam Roy
Journal:  BMJ Open       Date:  2020-02-28       Impact factor: 2.692

9.  A blood RNA transcript signature for TB exposure in household contacts.

Authors:  Philip Kam Weng Kwan; Balamurugan Periaswamy; Paola Florez De Sessions; Wenwei Lin; James S Molton; Claire M Naftalin; Ahmad Nazri Mohamed Naim; Martin L Hibberd; Nicholas I Paton
Journal:  BMC Infect Dis       Date:  2020-06-09       Impact factor: 3.090

Review 10.  Tuberculosis-Associated MicroRNAs: From Pathogenesis to Disease Biomarkers.

Authors:  Alessandro Sinigaglia; Elektra Peta; Silvia Riccetti; Seshasailam Venkateswaran; Riccardo Manganelli; Luisa Barzon
Journal:  Cells       Date:  2020-09-24       Impact factor: 6.600

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