Unravelling the transcriptome of the human tuberculosis lesion and its clinical implications
Abstract
Abstract The tuberculosis (TB) lesion is a complex structure, contributing to the overall spectrum of TB. We characterise, using RNA sequencing, 44 fresh human pulmonary TB lesion samples from 13 TB individuals (drug-sensitive and multidrug-resistant TB) undergoing therapeutic surgery. We confirm clear separation between the TB lesion and adjacent non-lesional tissue, with the lesion samples consistently displaying increased inflammatory profile despite heterogeneity. Using weighted correlation network analysis, we identify 17 transcriptional modules associated with TB lesion and demonstrate a gradient of immune-related transcript abundance according to spatial organization of the lesion. Furthermore, we associate the modular transcriptional signature of the TB lesion with clinical surrogates of treatment efficacy and TB severity. We show that patients with worse disease present an overabundance of immune/inflammation-related modules and downregulated tissue repair and metabolism modules. Our findings provide evidence of a relationship between clinical parameters, treatment response and immune signatures at the infection site.
Article Details
Authors (27)
Kaori L. Fonseca
Juan José Lozano
Albert Despuig
Dominic Habgood-Coote
Julia Sidorova
Diego Aznar
Lilibeth Arias
Álvaro Del Río-Álvarez
Juan Carrillo-Reixach
Aaron Goff
Leticia Muraro Wildner
Shota Gogishvili
Keti Nikolaishvili
Natalia Shubladze
Zaza Avaliani
Gustavo Tapia
Paula Rodríguez-Martínez
Pere-Joan Cardona
Federico Martinón-Torres
Genetics, Vaccines, and Infectious Diseases Research Group (GENVIP), Instituto de Investigación Sanitaria de Santiago (IDIS), Santiago de Compostela, Spain
Antonio Salas
Genetics, Vaccines, and Infectious Diseases Research Group (GENVIP), Instituto de Investigación Sanitaria de Santiago (IDIS), Santiago de Compostela, Spain
Alberto Gómez-Carballa
Carolina Armengol
Simon J. Waddell
Myrsini Kaforou
Anne O’Garra
Sergo Vashakidze
Cristina Vilaplana