Systems Immunology of Diabetes-Tuberculosis Comorbidity Reveals Signatures of Disease Complications.
Cesar A Prada-MedinaKiyoshi Ferreira FukutaniNathella Pavan KumarLeonardo Gil-SantanaSubash BabuFlávio LichtensteinKim WestShanmugam SivakumarPradeep A MenonVijay ViswanathanBruno B AndradeHelder I NakayaHardy KornfeldPublished in: Scientific reports (2017)
Comorbid diabetes mellitus (DM) increases tuberculosis (TB) risk and adverse outcomes but the pathological interactions between DM and TB remain incompletely understood. We performed an integrative analysis of whole blood gene expression and plasma analytes, comparing South Indian TB patients with and without DM to diabetic and non-diabetic controls without TB. Luminex assay of plasma cytokines and growth factors delineated a distinct biosignature in comorbid TBDM in this cohort. Transcriptional profiling revealed elements in common with published TB signatures from cohorts that excluded DM. Neutrophil count correlated with the molecular degree of perturbation, especially in TBDM patients. Body mass index and HDL cholesterol were negatively correlated with molecular degree of perturbation. Diabetic complication pathways including several pathways linked to epigenetic reprogramming were activated in TBDM above levels observed with DM alone. Our data provide a rationale for trials of host-directed therapies in TBDM, targeting neutrophilic inflammation and diabetic complication pathways to address the greater morbidity and mortality associated with this increasingly prevalent dual burden of communicable and non-communicable diseases.
Keyphrases
- mycobacterium tuberculosis
- type diabetes
- glycemic control
- gene expression
- wound healing
- dna methylation
- end stage renal disease
- pulmonary tuberculosis
- single cell
- ejection fraction
- chronic kidney disease
- risk factors
- cardiovascular disease
- newly diagnosed
- oxidative stress
- clinical trial
- genome wide
- big data
- electronic health record
- transcription factor
- high throughput
- weight loss
- adipose tissue
- insulin resistance
- emergency department
- prognostic factors
- single molecule
- systematic review
- machine learning
- heat shock
- patient reported outcomes
- cancer therapy
- skeletal muscle
- hiv infected
- network analysis