TY - JOUR
T1 - Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response
AU - Kaul, Sheetal
AU - Nair, Vivek
AU - Gcanga, Lorna
AU - Lakshmanan, Vairavan
AU - Kalamuddin, M.
AU - Anang, Vandana
AU - Rathore, Sumit
AU - Dhawan, Shikha
AU - Alam, Tanvir
AU - Khanna, Vishal
AU - Lohiya, Sheelu
AU - Ali, Shakir
AU - Mannan, Shamim
AU - Rade, Kirankumar
AU - Parihar, Suraj P.
AU - Khanna, Ashwani
AU - Malhotra, Pawan
AU - Brombacher, Frank
AU - Dasaradhi, Palakodeti V. N.
AU - Guler, Reto
AU - Mohmmed, Asif
N1 - Publisher Copyright:
© 2024
PY - 2024/6
Y1 - 2024/6
N2 - Objectives: The study aimed to identify a quantitative signature of circulating small non -coding RNAs (sncRNAs) as a biomarker for pulmonary tuberculosis disease (active-TB/ATB) and explore their regulatory roles in hostpathogen interactions and disease progression. Methods: We conducted a cross-sectional study recruiting subjects diagnosed with active -TB (drug -sensitive and drug -resistant) and healthy controls. Sera samples were collected and utilized for preparing small RNA libraries. Quantitative patterns of circulating sncRNAs (miRNAs, piRNAs and tRFs) were identified via high -throughput sequencing and DeSeq2 analysis and validated in independent active -TB cohorts. Functional knockdown for two selected miRNAs were also performed. Results: A diagnostic signature of four sncRNAs for both drug -sensitive and drug -resistant active -TB cases was validated, exhibiting an AUC of 0.96 (95% CI: 0.937 - 0.996, p < 0.001) with 86.7% sensitivity (95% CI: 0.775 - 0.932) and 91.7% specificity (95% CI: 0.730 - 0.990) in ROC analysis. Functional knockdown demonstrated regulatory roles of hsa-miR-223-5p and hsa-miR-10b-5p in Mycobacterium tuberculosis (Mtb) growth and pro -inflammatory cytokine expression (IL -6 and IL -8). Conclusion: The study identified a diagnostic tool utilizing a signature of four sncRNAs with high specificity and sensitivity, enhancing our understanding of sncRNAs as ATB diagnostic biomarker. Additionally, hsa-miR-223-5p and hsa-miR-10b-5p demonstrated potential roles in Mtb pathogenesis and host -response to infection.
AB - Objectives: The study aimed to identify a quantitative signature of circulating small non -coding RNAs (sncRNAs) as a biomarker for pulmonary tuberculosis disease (active-TB/ATB) and explore their regulatory roles in hostpathogen interactions and disease progression. Methods: We conducted a cross-sectional study recruiting subjects diagnosed with active -TB (drug -sensitive and drug -resistant) and healthy controls. Sera samples were collected and utilized for preparing small RNA libraries. Quantitative patterns of circulating sncRNAs (miRNAs, piRNAs and tRFs) were identified via high -throughput sequencing and DeSeq2 analysis and validated in independent active -TB cohorts. Functional knockdown for two selected miRNAs were also performed. Results: A diagnostic signature of four sncRNAs for both drug -sensitive and drug -resistant active -TB cases was validated, exhibiting an AUC of 0.96 (95% CI: 0.937 - 0.996, p < 0.001) with 86.7% sensitivity (95% CI: 0.775 - 0.932) and 91.7% specificity (95% CI: 0.730 - 0.990) in ROC analysis. Functional knockdown demonstrated regulatory roles of hsa-miR-223-5p and hsa-miR-10b-5p in Mycobacterium tuberculosis (Mtb) growth and pro -inflammatory cytokine expression (IL -6 and IL -8). Conclusion: The study identified a diagnostic tool utilizing a signature of four sncRNAs with high specificity and sensitivity, enhancing our understanding of sncRNAs as ATB diagnostic biomarker. Additionally, hsa-miR-223-5p and hsa-miR-10b-5p demonstrated potential roles in Mtb pathogenesis and host -response to infection.
KW - AntagomiRs
KW - Biomarker
KW - CFU assay
KW - In-silico target identification
KW - Pro -inflammatory cytokines
KW - Small non -coding RNAs (sncRNAs)
KW - Tuberculosis
UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=hbku_researchportal&SrcAuth=WosAPI&KeyUT=WOS:001250692400001&DestLinkType=FullRecord&DestApp=WOS_CPL
U2 - 10.1016/j.ijbiomac.2024.132714
DO - 10.1016/j.ijbiomac.2024.132714
M3 - Article
C2 - 38815937
SN - 0141-8130
VL - 271
JO - International Journal of Biological Macromolecules
JF - International Journal of Biological Macromolecules
M1 - 132714
ER -