Evidence map›Paper›PMID 34922496›Full record

ArticleBMC infectious diseases2021

Tuberculosis forecasting and temporal trends by sex and age in a high endemic city in northeastern Brazil: where were we before the Covid-19 pandemic?

Hamilton Leandro Pinto de Andrade, Dulce Gomes, Antônio Carlos Vieira Ramos, Luiz Henrique Arroyo, Marcelino Santos-Neto, Pedro Fredemir Palha, Regina Célia Fiorati, Inês Fronteira, Aline Aparecida Monroe, Márcio Souza Dos Santos and 4 more

Open access · goldAbstract read
In one paragraph

Article in BMC infectious diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.3field-weighted citation impact, top 38% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 7 citations in OpenAlex.

  1. Temporal trends in incidence and mortality from pulmonary tuberculosis: time series study, Sul da Bahia, 2010-2023.Epidemiologia e servicos de saude : revista do Sistema Unico de Saude do Brasil · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 7 institutions in 3 countries.

Hamilton Leandro Pinto de AndradeFederal University of Maranhão, Imperatriz, Maranhão, Brazil.
Dulce GomesUniversity of Évora Mathematics Department, Évora, Portugal.
Antônio Carlos Vieira RamosUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Luiz Henrique ArroyoUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Marcelino Santos-NetoFederal University of Maranhão, Imperatriz, Maranhão, Brazil.
Pedro Fredemir PalhaUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Regina Célia FioratiUniversity of São Paulo School of Medicine at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Inês FronteiraGlobal Health and Tropical Medicine, Instituto de Higiene e Medicina Tropical da Universidade Nova de Lisboa, Lisboa, Portugal.
Aline Aparecida MonroeUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Márcio Souza Dos SantosUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Miguel Fuentealba-TorresUniversidad de Los Andes, Santiago, Chile.
Mellina YamamuraFederal University of São Carlos, São Carlos, São Paulo, Brazil.
Juliane de Almeida CrispimUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil.
Ricardo Alexandre ArcêncioUniversity of São Paulo College of Nursing at Ribeirão Preto, Ribeirão Preto, São Paulo, Brazil. ricardo@eerp.usp.br.
Universidade de São Paulo · BRUniversidade de Ribeirão Preto · BRUniversidade Federal do Maranhão · BRUniversidad de Los Andes, Chile · CLUniversidade Federal de São Carlos · BRUniversidade Nova de Lisboa · PTUniversity of Évora · PT

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico Productivity Scholarship - Level 1 C (Process 304483/2018-4)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior code 001
6 · The paper itself

Abstract

backgroundThe aim of this study was to describe the temporal trend of tuberculosis cases according to sex and age group and evidence the level of disease before the Covid-19 pandemic in a TB high endemic city.

methodsThis was a time series study carried out in a city in northeast Brazil. The population was composed of cases of tuberculosis, excluding those with HIV-positive status, reported between the years 2002 and 2018. An exploratory analysis of the monthly rates of tuberculosis detection, smoothed according to sex and age group, was performed. Subsequently, the progression of the trend and prediction of the disease were also characterized according to these aspects. For the trends forecast, the seasonal autoregressive linear integrated moving average (ARIMA) model and the usual Box-Jenkins method were used to choose the most appropriate models.

resultsA total of 1620 cases of tuberculosis were reported, with an incidence of 49.7 cases per 100,000 inhabitants in men and 34.0 per 100,000 in women. Regarding the incidence for both sexes, there was a decreasing trend, which was similar for age. Evidence resulting from the application of the time series shows a decreasing trend in the years 2002-2018, with a trend of stability.

conclusionsThe study evidenced a decreasing trend in tuberculosis, even before the Covid-19 pandemic, for both sex and age; however, in a step really slow from that recommended by the World Health Organization. According to the results, the disease would have achieved a level of stability in the city next years, however it might have been aggravated by the pandemic. These findings are relevant to evidence the serious behavior and trends of TB in a high endemic scenario considering a context prior to the Covid-19 pandemic.

Indexed as

COVID-19TuberculosisBrazilHumansPandemicsSARS-CoV-2Covid-19Ecological studiesEpidemiologyNursingTime series studiesTuberculosis

Identifiers

PMID34922496
PMCPMC8684249
OpenAlexW4200264682

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.