Predictors of mortality among hospitalized COVID-19 patients and risk score formulation for prioritizing tertiary care-An experience from South India.

Background: We retrospectively data-mined the case records of Reverse Transcription Polymerase Chain Reaction (RT-PCR) confirmed COVID-19 patients hospitalized to a tertiary care centre to derive mortality predictors and formulate a risk score, for prioritizing admission.

Methods And Findings: Data on clinical manifestations, comorbidities, vital signs, and basic lab investigations collected as part of routine medical management at admission to a COVID-19 tertiary care centre in Chengalpattu, South India between May and November 2020 were retrospectively analysed to ascertain predictors of mortality in the univariate analysis using their relative difference in distribution among 'survivors' and 'non-survivors'. The regression coefficients of those factors remaining significant in the multivariable logistic regression were utilised for risk score formulation and validated in 1000 bootstrap datasets.

Tuberculosis research conducted over the years at the ICMR-National Institute for Research in Tuberculosis (ICMR-NIRT).

This review article highlights some of the key research conducted at the ICMR-National Institute for Research in Tuberculosis (ICMR-NIRT) over the years since its inception in 1956 till the present. The research carried out in the field of tuberculosis at ICMR-NIRT has been a joint effort between the ICMR, NIRT, the TB control program in India with assistance from World Health Organization (WHO) and the National Institutes of Health (NIH), USA. The research carried out at ICMR-NIRT has helped to formulate the national guidelines for the control and the management of tuberculosis in India.