22Setting: The State of Rio de Janeiro stands out as having the second highest 23 incidence and the highest mortality rate due to TB in Brazil. This study aims at 24 identifying the factors associated with the unfavourable treatment of MDR/XDR- 25 TB patients in that State. 26 Method: Data on 2269 MDR-TB cases reported in 2000-2016 in Rio de Janeiro 27 State were collected from the Tuberculosis Surveillance System. Bivariate and 28 multivariate logistic regressions were run to estimate the factors associated with 29 unfavourable outcomes (failure, default, and death) and, specifically, default and 30 death.31 Results: The proportion of unfavourable outcomes was 41.9% among MDR-TB 32 and 81.5% among XDR-TB. Having less than 8 years of schooling, and being an 33 Afro-Brazilian, under 40 years old and drug user were associated with 34 unfavourable outcome and default. Bilateral disease, HIV positive, and 35 comorbidities were associated with death. XDR-TB cases had a 4.7-fold higher 36 odds of an unfavourable outcome, with 29.3% of such cases being in the first 37 treatment for multidrug resistance.38 Conclusion: About 30% of XDR-TB cases may have occurred by primary 39 transmission. The high rates of failure and death in this category reflect the 40 limitation of treatment options. This highlights the urgency to incorporate new 41 drugs in the treatment.42 43 3 44 45 Resistant multidrug TB (MDR-TB) and extensively resistant TB (TB-XDR) are a 46 source of a public-health crises worldwide. The treatment is longer, requires more 47 expensive and toxic drugs than TB with drug-sensitive bacilli [1,2]. 48 In Brazil the incidence of TB decreased from 39 per 100 thousand inhabitants in 49 2008 to 33.5 in 2017. The mortality rate went from 2.6 per 100 thousand 50 inhabitants in 2007 to 2.2 in 2016 [3]. 51 However, the State of Rio de Janeiro (henceforth RJ) stands out as having the 52 second highest incidence in the country and the highest mortality rate due to TB, 53 which were 63.5 in 2017 and 4.4 per 100 thousand inhabitants in 2016, 54 respectively. 3 Given that this state is one of the country's most developed, it is 55 relevant to investigate the reasons behind its poor performance [4]. 56 That said, this study aims to identify factors associated with the unfavourable 57 treatment of patients with MDR/XDR-TB in RJ, also considering default and death 58 as specific outcomes. 59 Materials and methods 60 Data and sample 61This was an observational retrospective cohort study based on secondary data. 62 The cohort was extracted from the Special Tuberculosis Treatment System 63 (SITETB). SITETB is an electronic information system of Brazil's Health Ministry, 64 used for the notification and follow-up of all TB cases requiring special treatments 65 by patients unable to use the standard TB regimen (2RHZE/4RH) [5]. 4 66 This study used surveillance data, with no possibility of linking patient records to 67 patient personal data, so ethical approval was considered unnecessary. 68 Statistical methods 69 Treatment outcomes...