| Literature DB >> 32715137 |
Francisca Lesse Mary Teixeira Alves1,2, Gabriel Zorello Laporta1.
Abstract
AIMS: To analyze the association between demographic, socioeconomic, clinical, epidemiological, and primary healthcare factors with the severity of lower limb amputations (LLAs) in individuals with type II diabetes mellitus (DM-II) at a reference hospital in Fortaleza, Ceará, in Northeast Brazil.Entities:
Keywords: Diabetes; Disability; Endocrinology; Epidemiology; Insulin; Metabolic disorder; Metabolism; Public health; Quality of life
Year: 2020 PMID: 32715137 PMCID: PMC7372145 DOI: 10.1016/j.heliyon.2020.e04469
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Hospital admissions and deaths from DM in the Fortaleza General Hospital (HGF) of the Unified Health System (SUS) from Feb. 2017 to Apr. 2018.
| Month/Year | Number of hospitalizations | Deaths |
|---|---|---|
| April/2018 | 205 | 9 |
| March/2018 | 362 | 10 |
| February/2018 | 359 | 16 |
| January/2018 | 392 | 18 |
| December/2017 | 368 | 16 |
| November/2017 | 354 | 19 |
| October/2017 | 414 | 20 |
| September/2017 | 359 | 12 |
| August/2017 | 402 | 23 |
| July/2017 | 332 | 27 |
| June/2017 | 338 | 16 |
| May/2017 | 377 | 25 |
| April/2017 | 390 | 26 |
| March/2017 | 356 | 31 |
| February/2017 | 276 | 7 |
Legend: SUS, Unified Health System. Source: Datasus [33].
Demographic, clinical and epidemiological characterization of the sample, Fortaleza, Ceará, Brazil, 2017–2018.
| Variables | Categories | N | % |
|---|---|---|---|
| LLA severity (outcome) | Disarticulation and bilateral (Outcome 3) | 80 | 20.8 |
| Suprapatellar (Outcome 2) | 107 | 27.8 | |
| Transmetatarsal and infrapatellar (Outcome 1) | 97 | 25.2 | |
| Toe (Outcome 0) | 101 | 26.2 | |
| Age (Years) | ≥67 | 206 | 53.5 |
| <67 ( | 179 | 46.5 | |
| Gender | Male | 226 | 58.7 |
| Female ( | 159 | 41.3 | |
| Education level | Incomplete | 139 | 36.1 |
| Elementary | 186 | 49.3 | |
| Illiterate ( | 60 | 15.6 | |
| City | Rural | 172 | 44.7 |
| Fortaleza ( | 213 | 55.3 | |
| PKDM | No | 56 | 14.6 |
| Yes ( | 329 | 85.4 | |
| Smoking | Yes | 206 | 53.5 |
| No ( | 179 | 46.5 | |
| Alcoholism | Yes | 155 | 40.3 |
| No ( | 230 | 59.7 | |
| CVD | Yes | 150 | 39 |
| No ( | 235 | 61 | |
| SAH | Yes | 283 | 73.5 |
| No ( | 102 | 36.5 | |
| Glucometer | No | 184 | 47.8 |
| Yes ( | 201 | 52.2 | |
| Daily use of Gl. | No | 296 | 76.9 |
| Yes ( | 89 | 33.1 | |
| Hypoglycemic | No | 118 | 30.7 |
| Yes ( | 267 | 69.3 | |
| Insulin | No | 209 | 54.3 |
| Yes ( | 176 | 45.7 | |
| Freq.-Primary Care | Never | 117 | 30.4 |
| Rarely | 55 | 14.3 | |
| Regularly ( | 213 | 55.3 | |
| Primary Care | No | 263 | 68.3 |
| Yes ( | 122 | 31.7 |
Supplementary Variable Information:(1) Age, variable age recoded to greater than and less than 67 years (mean sample age);(2) PKDM, prior knowledge of diabetes mellitus;(3) CVD, cardiovascular disease;(4) SAH, systemic arterial hypertension;(5) LLA severity, severity of lower limb amputations caused by DM;(6) Daily use of Gl., Daily use of glucometer;(7) Freq.-Primary Care, frequency of attending primary care;(8) Primary Care, specific guidance on amputation in primary care DM.
Figure 1Distribution of age according to the frequency of patients in each age stratum of histogram breaks.
Distribution of contingency tables by each exposure variable according to clinical outcome of amputation severity by diabetes mellitus, Fortaleza, Ceará, Brazil, 2017–2018.
| Exposure Variables | Categories | LLA Severity | |||||
|---|---|---|---|---|---|---|---|
| Outcome 1 | Outcome 2 | Outcome 3 | |||||
| 1 | 0 | 2 | 0 | 3 | 0 | ||
| Age | ≥67 | 46 | 46 | 65 | 46 | 49 | 46 |
| <67 | 51 | 55 | 42 | 55 | 31 | 55 | |
| Gender | Male | 64 | 49 | 55 | 49 | 58 | 49 |
| Female | 33 | 52 | 52 | 42 | 22 | 52 | |
| Education Level | Incomplete | 31 | 37 | 38 | 37 | 33 | 37 |
| Elementary | 49 | 50 | 52 | 50 | 35 | 50 | |
| Illiterate | 17 | 14 | 17 | 14 | 12 | 14 | |
| City | Rural | 40 | 41 | 52 | 41 | 39 | 41 |
| Fortaleza | 57 | 60 | 55 | 60 | 41 | 60 | |
| PKDM | No | 10 | 16 | 26 | 16 | 4 | 16 |
| Yes | 87 | 85 | 81 | 85 | 76 | 85 | |
| Smoking | Yes | 53 | 54 | 55 | 54 | 44 | 54 |
| No | 44 | 47 | 52 | 47 | 36 | 47 | |
| Alcoholism | Yes | 37 | 33 | 41 | 33 | 44 | 33 |
| No | 60 | 68 | 66 | 68 | 36 | 68 | |
| CVD | Yes | 30 | 28 | 58 | 28 | 34 | 28 |
| No | 67 | 73 | 49 | 73 | 46 | 73 | |
| SAH | Yes | 61 | 74 | 85 | 74 | 63 | 74 |
| No | 36 | 27 | 22 | 27 | 17 | 27 | |
| Glucometer | No | 47 | 52 | 63 | 52 | 22 | 52 |
| Yes | 50 | 49 | 44 | 49 | 58 | 49 | |
| Daily use of Gl. | No | 70 | 79 | 92 | 79 | 55 | 79 |
| Yes | 27 | 22 | 15 | 22 | 25 | 22 | |
| Hypoglycemic | No | 26 | 30 | 41 | 30 | 21 | 30 |
| Yes | 71 | 71 | 66 | 71 | 59 | 71 | |
| Insulin | No | 52 | 56 | 72 | 56 | 29 | 56 |
| Yes | 45 | 45 | 35 | 45 | 51 | 45 | |
| Freq.-Primary Care | Never | 25 | 25 | 45 | 25 | 22 | 25 |
| Rarely | 13 | 19 | 13 | 19 | 10 | 19 | |
| Regularly | 59 | 57 | 49 | 57 | 48 | 57 | |
| Primary Care | No | 60 | 62 | 86 | 62 | 55 | 62 |
| Yes | 37 | 39 | 21 | 39 | 25 | 39 | |
Supplementary information on exposure variables:(1) Age, variable age recoded to greater than and less than 67 years (mean sample age);(2) PKDM, prior knowledge of diabetes mellitus;(3) CVD, cardiovascular disease;(4) SAH, systemic arterial hypertension;(5) LLA severity, severity of lower limb amputations caused by DM;(6) Daily use of Gl., Daily use of glucometer;(7) Freq.-Primary Care, primary care attendance frequency;(8) Primary Care, specific guidance on amputation in primary care DM.
AMP severity, severity of amputations caused by diabetes mellitus:(1) Outcome = 0 (Toe);(2) Outcome = 1 (Transmetatarsal and Infrapatellar);(3) Outcome = 2 (Suprapatellar);(4) Outcome = 3 (Disarticulation and Bilateral).
Results of chi-squared (χ2) tests with probability <0.2 were used as criteria for selection of exposure variables for the step of single and multiple regression models with P (outcome) ~ Poisson.
Poisson model results for transmetatarsal and infrapatellar amputations (outcome 1), suprapatellar amputations (outcome 2) or disarticulation and bilateral amputations (outcome 3) vs. toe (outcome 0) as a function of exposure variables.
| Model | Variables | PR (95%CI) | P ( |
|---|---|---|---|
| Univariate | Gender | 1.46 (1.07–1.99) | 0.018 |
| Univariate | SAH | 0.79 (0.6–1.05) | 0.104 |
| Bivariate | Gender | 1.43 (1.05–1.95) | 0.025 |
| SAH | 0.82 (0.62–1.09) | 0.178 | |
| Univariate | Age | 1.35 (1.03–1.78) | 0.032 |
| Univariate | PKDM | 1.27 (0.96–1.69) | 0.1 |
| Univariate | CVD | 1.68 (1.29–2.18) | <0.001 |
| Univariate | Insulin | 1.29 (0.96–1.72) | 0.09 |
| Univariate | Freq.-Primary Care | 1.18 (1.02–1.36) | 0.02 |
| Univariate | Primary Care | 1.66 (1.15–2.41) | 0.007 |
| Multiple1: All Exposure Variables | Age | 1.26 (0.97–1.63) | 0.08 |
| PKDM | 0.95 (0.68–1.32) | 0.76 | |
| CVD | 1.76 (1.37–2.27) | <0.001 | |
| Insulin | 1.06 (0.77–1.45) | 0.725 | |
| Freq.-Primary Care | 1.15 (0.96–1.37) | 0.13 | |
| Primary Care | 1.41 (0.96–2.09) | 0.082 | |
| Multiple 2: No FreqPC (collinear with PC) | Age | 1.26 (0.97–1.64) | 0.08 |
| PKDM | 1.1 (0.83–1.46) | 0.51 | |
| CVD | 1.7 (1.32–2.19) | <0.001 | |
| Insulin | 1.1 (0.81–1.50) | 0.55 | |
| Primary Care | 1.52 (1.05–2.21) | 0.028 | |
| Univariate | Age | 1.43 (1.02–2.02) | 0.04 |
| Univariate | Gender | 1.82 (1.23–2.7) | 0.001 |
| Univariate | PKDM | 0.42 (0.17–1.03) | 0.06 |
| Univariate | Alcoholism | 1.65 (1.19–2.29) | 0.003 |
| Univariate | CVD | 1.42 (1.03–1.95) | 0.032 |
| Univariate | Insulin | 0.64 (0.45–0.91) | 0.013 |
| Multiple1: All Exposure Variables | Age | 1.58 (1.14–2.19) | 0.006 |
| Gender | 1.51 (0.98–2.4) | 0.064 | |
| PKDM | 0.51 (0.22–1.19) | 0.112 | |
| Alcoholism | 1.34 (0.98–1.95) | 0.118 | |
| CVD | 1.17 (0.85–1.60) | 0.332 | |
| Insulin | 0.67 (0.47–0.95) | 0.023 | |
| Multiple 2: No Alcoholism (collinear with Gender) | Age | 1.55 (1.12–2.14) | 0.008 |
| Gender | 1.83 (1.27–2.64) | 0.001 | |
| PKDM | 0.49 (0.21–1.15) | 0.1 | |
| CVD | 1.15 (0.84–1.59) | 0.381 | |
| Insulin | 0.68 (0.48–0.97) | 0.031 | |
Legend: PR, prevalence ratio; CI, confidence interval; P, p-value.
Age, variable age recoded greater than and less than 67 years old; PKDM, previous knowledge about diabetes mellitus; CVD, cardiovascular disease; Freq.-Primary Care, frequency of primary care assistance; Primary Care, specific guidance on amputation in diabetes mellitus in primary care.
Results of z-statistic tests with probability <0.05 confirm the statistical and significant association between exposure variable and outcome = 1, 2 or 3.