eRapport

Host derived RNA biosignatures with diagnostic, prognostic and predictive utility for the treatment and control of tuberculosis

Prosjekt
Prosjektnummer
912303
Ansvarlig person
Dhanasekaran Sivakumaran
Institusjon
Helse Bergen HF
Prosjektkategori
Postdoktorstipend
Helsekategori
Infection, Respiratory
Forskningsaktivitet
4. Detection and Diagnosis, 7. Disease Management
Rapporter
2021 - sluttrapport
Delays in diagnosis and treatment of pulmonary tuberculosis (TB) can lead to more severe disease and increased transmission. Contact investigation among household contacts (HHC) of TB patients is crucial to ensure optimal outcomes. In the context of a prospective cohort study in Palamaner, Southern India, this study attempted to assess the potential of 27 different soluble immune markers to accurately assign HHC for appropriate treatment. A multiplex bead assay was applied on QuantiFERON (QFT)-nil supernatants collected from 89 HHC grouped by longitudinal QFT status; M. tuberculosis (Mtb) infected (QFT positive at baseline and follow-up), recent QFT converters (QFT-negative at baseline and converted to QFT-positivity within 6 months of exposure) and QFT consistent negatives. The 29 TB index cases represented Active TB. Active TB cases and HHCs with consistent Despite the fact that both groups were infected with Mtb, HHC with or without Mtb infection produced significantly different levels of both pro-inflammatory (IFN, IL17, IL8, IP10, MIP-1α, MIP1β and VEGF) and anti-inflammatory (IL9 and IL1RA) cytokines. We identified a 4- protein signature (bFGF, IFN, IL9, and IP10) that correctly classified Mtb infected vs. Active TB with a specificity of 92.6%, suggesting that this 4-protein signature has the potential to assign HHC for either full-length TB treatment or preventive TB treatment. We further identified a 4-protein signature (bFGF, GCSF, IFNγ, and IL1RA) that differentiated HHC with Mtb infection from QFT consistent negatives with a specificity of 62.5%, but not satisfactory to safely assign HHC to no TB treatment. QFT conversion, reflecting new Mtb infection, induced an elevated median concentration of nearly two-thirds (19/27) of the analysed soluble markers compared to the levels measured at baseline. This manuscript has been submitted in journal Frontiers in Immunology ( Oct 25th, 2021, which is in under review- 2nd revision). Title: “Improving assignments for therapeutic and prophylactic treatment within TB households. A potential for immuno-diagnosis?” Stduy Design: All household contacts were followed up for one year. Samples were collected at 0, 2, 6, and 12 months. Some people go on to develop TB (Progressors/Sub-clinical TB) where as some others do not (Non-progressors/Incipient TB). Household controls were carefully selected from the same incipient TB/non-progressors and sub-clinical TB/progressors families and age-matched to either incipient or subclinical TB cases. We used the same method as for the controls to pick the active TB cases in the adult index TB. For this study, for incipient TB baseline and 12 month or last available samples were selected, for sub-clinical TB baseline and culture-postive for Mtb time point samples or closely available time-point samples were selected, whereas for active TB and household controls baseline samples were selected and sent for RNA-sequencing. Within families/households of TB index cases, the present study aimed to i) identify differentially expressed transcriptional biomarkers associated with distinct stages of TB in samples acquired at baseline contact investigation. ii) identify transcriptional signatures with the ability to distinguish subclinical TB from incipient TB in samples acquired at baseline, iii) evaluate the performance of identified transcriptional signature(s) in active TB disease cases and asymptomatic household controls in samples acquired at baseline. Summary: Identification of blood transcriptional biomarkers linked to different phases of tuberculosis. The discovery of a transcriptional signature that distinguishes subclinical TB/progressors from incipient TB/non-progressors at baseline could lead to tuberculosis interventions that combat the tuberculosis epidemic in the context of household contacts. We have deposited our RNA-seq data in GEO bank (GEO ref no: GSE193777). This data will be publicly available when our manuscript is published. The proposed project is built on an extensive existing collaborative network that extends from Norwegian research institutes through academic collaborations in India and Africa, down to the village level in both high TB-endemic countries. The ethical approvals for the Indian TB cohort studies on which, the studies outlined in the proposals are based on, have been provided by committees whose composition includes a diverse range of professionals. Members from the national TB control program, doctors at local TB clinics, pharmacists, key private practitioners in the study area and community leaders have also been contacted in the planning of the large cohort studies conducted in Palamaner, Chittoor district, India by members of this consortium. Communication with users: key findings will be communicated with national and international research and policy-forming bodies. The results from our studies will be published in international high-impact peer-reviewed journals and results presented in relevant national and international conferences. The collaborative network for this project works closely with TBVI, the EU (through the Horizon 2020 program) and the EDCTP. The partners have experience from the conduct of large prospective population-based studies, vaccine trials and RCTs, both in Norway and with partners in South Africa, and India. Combined, the partners have a vast network which will ensure the successful conduct of this project. This would ensure rapid dissemination to international policy-making groups and increase public awareness.
2020
To achieve the ambitious targets for TB prevention, care and control stated by the End TB Strategy, new health care strategies, and diagnostic tools are warranted. Genome-wide analyses of transcriptomes offer unbiased identification of genes and immunologic pathways relevant for the understanding of TB pathogenesis, risk of progression to disease.I am very thankful to the Helse Vest Grant (A 3-year post-doctoral fellowship that I started in 2019 March). My first two years were reasonably gone well (even though the Covid-19 pandemic slow down my research activities). Due to the Covid-19 pandemic, I was not able to execute my abroad travel plan (a 6-month abroad travel plan). I have published one article (which is my WP3) in the journal Communication Biology. Title: Combining host-derived biomarkers with patient characteristics improves signature performance in predicting tuberculosis treatment outcomes. Commun Biol 2020 Jul 9;3(1):359. doi: 10.1038/s42003-020-1087-x. (PMID: 32647325). My second manuscript was accepted in the journal Frontiers in Immunology (Dec 23rd, 2020). Title: Host blood RNA transcript and protein signatures for sputum-independent diagnostics of tuberculosis in adults. Waiting to receive the final proof for the publication. Last year, I have completed most of the laboratory work for other studies WPs (Work packages/plans) as planned. Currently, I am working on the remaining two other studies. My WP1 study manuscript is under preparation and soon will be circulated to co-authors for their feedback and expected to submit on or before this summer. Another study (my WP2) yet to start the transcriptomic analysis which is delayed by the Covid-19 pandemic. I would be grateful to get 2 months extension to complete my planned studies.
2019
Tuberculosis remains one of the top 10 causes of death worldwide. Rapid & accurate diagnosis of latent & active TB is still hampered by inadequate tools. Current assays relying on single-marker readouts display inadequate sensitivity/specificity. Thus, host biosignatures are believed to hold higher promise for clinical application in TB management.I have started my post-doctoral research on Feb 2019 (10 months completed so far), and I was mainly focussed to complete my work package 3 (WP3) manuscript i.e, TB treatment outcome in adults. Also, I did a poster presentation (WP3 results) at an international conference (Keystone Symposia conference, USA on Jan 16-20, 2020) According to my plan, recently, I have submitted the WP3 manuscript in a peer-review journal. Work package 1 (WP1) samples sent for RNA-sequencing and started analysis. Then one of my big plans/targets was to get my WP2 study samples (proposed study samples) from Bangalore, India which was accomplished in 2019 (A big task and I have used my available funds to get the samples from India). I have attended a day conference/seminar in Oslo, Norway in November 2019, which I found very useful. Now this year, I will do perform the experiments for WP2 and WP4. I start experiments for WP2 then subsequently will follow the same for WP4 (get samples from Delhi, India) and perform the required experiments. Further, I do also planning to go this year to South Africa for learning bioinformatics analysis methods then planning to attend present my study results in nationaøl/international conferences. Next year, I am planning to go to Copenhagen to do and learn to require statistical analyses.
Vitenskapelige artikler
Sivakumaran D, Jenum S, Vaz M, Selvam S, Ottenhoff THM, Haks MC, Malherbe ST, Doherty TM, Ritz C, Grewal HMS

Combining host-derived biomarkers with patient characteristics improves signature performance in predicting tuberculosis treatment outcomes.

Commun Biol 2020 Jul 09;3(1):359. Epub 2020 jul 9

PMID: 32647325

Dhanasekaran Sivakumaran1, 2, Synne Jenum3 , Christian Ritz4 , Mario Vaz5, 6, Timothy M. Doherty7 , Harleen M. Grewal8, 1*

Improving assignments for therapeutic and prophylactic treatment within TB households. A potential for immuno-diagnosis?

Under revision In Frontiers in Immunology

Dhanasekaran Sivakumaran1,2, Synne Jenum3, Aashish Srivastava4, Vidar M Steen4, Mario Vaz5, Timothy Mark Doherty6, Christian Ritz7, and Harleen M.S. Grewal1,2

Host blood-based biosignatures for subclinical TB: a prospective study of household contacts of adult pulmonary TB index cases in Southern India.

Manuscript ready for Submission

Dhanasekaran Sivakumaran, Christian Ritz, John Espen Gjøen, Vaz M, Sumithra Selvam, Tom HM Ottenhoff, Timothy Mark Doherty, Synne Jenum and Harleen M.S. Grewal

Host blood RNA transcript and protein signatures for sputum-independent diagnostics of tuberculosis in adults

Accepted Dec 2020 in Frontiers in Immunology, waiting for final proof, will be published in Feb 2021.

Deltagere
  • Thomas Scriba Prosjektdeltaker
  • Tom Ottenhoff Prosjektdeltaker
  • Marielle Haks Prosjektdeltaker
  • Mario Vaz Prosjektdeltaker
  • Sushil Kumar Kabra Prosjektdeltaker
  • Rakesh Lodha Prosjektdeltaker
  • Anneke Hesseling Prosjektdeltaker
  • Mark Doherty Prosjektdeltaker
  • Øyvind Kommedal Prosjektdeltaker
  • Christian Ritz Prosjektdeltaker
  • Tore Elling Ulvestad Medveileder
  • Harleen Grewal Hovedveileder
  • Synne Jenum Prosjektdeltaker
  • Dhanasekaran Sivakumaran Postdoktor

eRapport er utarbeidet av Sølvi Lerfald og Reidar Thorstensen, Regionalt kompetansesenter for klinisk forskning, Helse Vest RHF, og videreutvikles av de fire RHF-ene i fellesskap, med støtte fra Helse Vest IKT

Alle henvendelser rettes til Faglig rapportering, Helse Vest

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