| Literature DB >> 27147390 |
Clareci Silva Cardoso1, Ester Cerdeira Sabino2, Claudia Di Lorenzo Oliveira3, Lea Campos de Oliveira4, Ariela Mota Ferreira5, Edécio Cunha-Neto6, Ana Luiza Bierrenbach2, João Eduardo Ferreira7, Desirée Sant'Ana Haikal5, Arthur L Reingold8, Antonio Luiz P Ribeiro9.
Abstract
PURPOSE: We have established a prospective cohort of 1959 patients with chronic Chagas cardiomyopathy to evaluate if a clinical prediction rule based on ECG, brain natriuretic peptide (BNP) levels, and other biomarkers can be useful in clinical practice. This paper outlines the study and baseline characteristics of the participants. PARTICIPANTS: The study is being conducted in 21 municipalities of the northern part of Minas Gerais State in Brazil, and includes a follow-up of 2 years. The baseline evaluation included collection of sociodemographic information, social determinants of health, health-related behaviours, comorbidities, medicines in use, history of previous treatment for Chagas disease, functional class, quality of life, blood sample collection, and ECG. Patients were mostly female, aged 50-74 years, with low family income and educational level, with known Chagas disease for >10 years; 46% presented with functional class >II. Previous use of benznidazole was reported by 25.2% and permanent use of pacemaker by 6.2%. Almost half of the patients presented with high blood cholesterol and hypertension, and one-third of them had diabetes mellitus. N-terminal of the prohormone BNP (NT-ProBNP) level was >300 pg/mL in 30% of the sample. FINDINGS TO DATE: Clinical and laboratory markers predictive of severe and progressive Chagas disease were identified as high NT-ProBNP levels, as well as symptoms of advanced heart failure. These results confirm the important residual morbidity of Chagas disease in the remote areas, thus supporting political decisions that should prioritise in addition to epidemiological surveillance the medical treatment of chronic Chagas cardiomyopathy in the coming years. The São Paulo-Minas Gerais Tropical Medicine Research Center (SaMi-Trop) represents a major challenge for focused research in neglected diseases, with knowledge that can be applied in primary healthcare. FUTURE PLANS: We will continue following this patients' cohort to provide relevant information about the development and progression of Chagas disease in remotes areas, with social and economic inequalities. TRIAL REGISTRATION NUMBER: NCT02646943; Pre-results. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/Entities:
Keywords: Biomarkers; CHEMICAL PATHOLOGY; Chagas disease; Cohort Studies
Mesh:
Substances:
Year: 2016 PMID: 27147390 PMCID: PMC4861110 DOI: 10.1136/bmjopen-2016-011181
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Geographical location of the 21 municipalities included in the São Paulo-Minas Gerais Tropical Medicine Research Center (SaMi-Trop) project. Minas Gerais, Brazil.
Distribution of patients including in São Paulo-Minas Gerais Tropical Medicine Research Center (SaMi-Trop) cohort according to the municipality and distance to the reference centre, Montes Claros (n=1959)
| Municipalities | Number | Per cent | Distance (km) |
|---|---|---|---|
| São Francisco | 325 | 16.6 | 163 |
| Carbonita | 202 | 10.3 | 203 |
| Minas Novas | 164 | 8.4 | 289 |
| Janaúba | 166 | 8.5 | 134 |
| Turmalina | 131 | 6.7 | 264 |
| Bocaiúva | 128 | 6.5 | 47 |
| Chapada do Norte | 122 | 6.2 | 295 |
| Berilo | 113 | 5.8 | 333 |
| Porteirinha | 71 | 3.6 | 170 |
| Brasília de Minas | 71 | 3.6 | 105 |
| Fruta de Leite | 68 | 3.5 | 186 |
| Claro dos Poções | 62 | 3.2 | 79.5 |
| Verdelândia | 69 | 3.5 | 173 |
| Pai Pedro | 56 | 2.9 | 185 |
| Ubaí | 54 | 2.8 | 153 |
| Leme do Prado | 42 | 2.1 | 273 |
| Francisco Sá | 38 | 1.9 | 52 |
| Rio Pardo de Minas | 28 | 1.4 | 276 |
| Jenipapo de Minas | 19 | 1.0 | 369 |
| Francisco Badaró | 16 | 0.8 | 347 |
| Monte Azul | 14 | 0.7 | 244 |
| Total | 1959 | 100.0 | – |
Measurements obtained at different phases of the SaMi-Trop study
| Phase | Measurements |
|---|---|
| Baseline: 2013–2014 | Questionnaires with sociodemographic information, social determinants of health, health-related behaviours (smoking, alcohol consumption and physical activity), self-reported comorbidities, medication use, history of previous treatment for Chagas disease, signs and symptoms, functional class (Cardiovascular Functional Class Scale) |
| Follow-up: 2015–2016 | Questionnaires with sociodemographic information, social determinants of health, health-related behaviours, self-reported comorbidities, medication use, signs and symptoms since baseline. Functional class and quality of life |
NT-ProBNP, N-terminal of the prohormone brain natriuretic peptide; SaMi-Trop, São Paulo-Minas Gerais Tropical Medicine Research Center; T. cruzi, Trypanosoma cruzi; WHO-QOL-BREF, WHO Quality of Life-BREF.
Figure 2The SaMi-Trop project diagram. ChD, Chagas disease; EIA, enzyme immunoassay; NT-ProBNP, N-terminal of the prohormone brain natriuretic peptide; SaMi-Trop, São Paulo-Minas Gerais Tropical Medicine Research Center.
Sociodemographic characteristics of SaMi-Trop cohort members (n=1959)
| Variables | N | Per cent |
|---|---|---|
| Sex | ||
| Female | 1.323 | 67.5 |
| Male | 636 | 32.5 |
| Age | ||
| <50 years | 499 | 25.6 |
| 50–74 years | 1.223 | 62.6 |
| >74 years | 231 | 11.8 |
| Number of household members | ||
| 1–3 | 1.106 | 56.6 |
| 4–6 | 709 | 36.3 |
| 7–17 | 138 | 7.1 |
| Family monthly income data | ||
| >US$327 | 1.037 | 53.1 |
| ≤US$327 | 916 | 46.9 |
| Skin colour | ||
| Mixed | 1.144 | 58.6 |
| White | 426 | 21.8 |
| Black | 348 | 17.8 |
| Others | 32 | 1.8 |
| Years of school | ||
| 1–4 year | 862 | 44.2 |
| Illiterate | 670 | 34.4 |
| 5–8 years | 320 | 16.4 |
| Other | 98 | 5.0 |
| Marital status | ||
| Married or living with partner | 1.238 | 63.4 |
| Widower | 449 | 23.0 |
| Single | 176 | 9.0 |
| Divorced | 90 | 4.6 |
| Self-perception of health | ||
| Very good | 57 | 2.9 |
| Good | 499 | 25.8 |
| Average | 1.116 | 57.7 |
| Bad or very bad | 264 | 13.6 |
Small differences in total N for each variable are due to missing values.
Others in Skin colours include Asians (27) and Native Americans (5).
Others in Educational level included: elementary school (81) and graduate school (17).
Dollar quotation from July 2013.
Distribution of patients according to self-reported Chagas disease, cardiovascular functional class and NT-ProBNP results in the SaMi-Trop study
| Variables | Valid N | N | Per cent |
|---|---|---|---|
| Chagas disease self-reported | 1.955 | ||
| Yes | 1870 | 95.6 | |
| No | 64 | 3.3 | |
| No response | 21 | 1.1 | |
| Duration of Chagas disease (years) | 1.896 | ||
| >10 | 1179 | 62.2 | |
| 1–10 | 695 | 36.6 | |
| <1 | 22 | 1.2 | |
| Chagas disease in another family member | 1.947 | ||
| Yes | 1384 | 71.1 | |
| No | 384 | 19.7 | |
| Do not know | 179 | 9.2 | |
| Previous treatment for Chagas disease | 1.953 | ||
| Yes | 1008 | 51.6 | |
| No | 873 | 44.7 | |
| Do not know | 72 | 3.7 | |
| Previous use of benznidazole medicine | 1.955 | ||
| No | 1320 | 67.5 | |
| Yes | 492 | 25.2 | |
| Do not know | 143 | 7.3 | |
| NYHA Functional Classification | 1.931 | ||
| I | 1059 | 54.8 | |
| II or more | 872 | 45.2 | |
| NT-ProBNP level, pg/mL | 1.955 | ||
| <300 | 1368 | 70.2 | |
| ≥300 | 581 | 29.8 |
NT-ProBNP, N-terminal of the prohormone brain natriuretic peptide; NYHA, New York Heart Association.
Prevalence of comorbid conditions, selected behavioural characteristics, medications used, signs and symptoms, and self-reported health in the SaMi-Trop cohort.
| Variables | Valid N | N | Per cent |
|---|---|---|---|
| Comorbid conditions | 1.959 | ||
| High serum cholesterol | 785 | 40.1 | |
| Hypertension | 706 | 36.0 | |
| Diabetes mellitus | 198 | 10.1 | |
| Thyroid disorder | 159 | 8.1 | |
| Kidney disease | 143 | 7.3 | |
| Leishmaniosis | 22 | 1.2 | |
| Behavioural characteristics | 1.945 | ||
| Physical activity last week (minimal 30 min) | 434 | 22.3 | |
| Alcohol last month | 318 | 16.2 | |
| Current smoking | 143 | 7.3 | |
| Number of medicine in use | 1.959 | ||
| 0 | 589 | 30.1 | |
| 1–2 | 714 | 36.4 | |
| 3–4 | 538 | 27.5 | |
| ≥5 | 118 | 6.0 | |
| Medicine in use (yes) | 1.940 | ||
| Diuretics | 951 | 49.1 | |
| ACE | 553 | 28.6 | |
| ARBs | 550 | 28.4 | |
| Aspirin | 507 | 26.2 | |
| Amiodarone | 429 | 22.0 | |
| Carvedilol | 380 | 19.6 | |
| Digoxin | 140 | 7.2 | |
| β-blockers | 140 | 7.2 | |
| Vasodilators | 84 | 4.3 | |
| Warfarin | 11 | 0.6 | |
| Signs and symptoms or self-reported conditions (yes) | 1.924 | ||
| Heartbeat racing or beating abnormally | 1.222 | 63.5 | |
| Prolonged faintness or dizziness | 1.203 | 62.5 | |
| Problems on ECG | 1.180 | 61.3 | |
| Heart palpitations | 1.174 | 61.0 | |
| Short of breath during physical exercises | 1.143 | 59.4 | |
| Heartbeat racing at rest | 1.015 | 52.8 | |
| Heartbeat not regular | 902 | 46.9 | |
| Difficulty breathing when lying down | 752 | 39.1 | |
| Unable to climb two flights of stairs | 749 | 38.9 | |
| Awake during the night unable to breath | 683 | 35.5 | |
| Trouble swallowing | 599 | 31.1 | |
| Swelling or puffiness of the feet in the morning | 502 | 26.1 | |
| No bowel movement for three or more days | 478 | 24.8 | |
| Fainting or loss of consciousness | 429 | 22.0 | |
| Visible neck veins when standing up or sitting | 409 | 21.3 | |
| Pain when swallowing food | 342 | 17.8 | |
| Pacemaker | 110 | 6.2 | |
| Megaesophagus | 117 | 6.1 |
ARBs, angiotensin receptor blockers; SaMi-Trop, São Paulo-Minas Gerais Tropical Medicine Research Center.