| Literature DB >> 20875289 |
Ina Danquah1, George Bedu-Addo, Frank P Mockenhaupt.
Abstract
A case-control study of 1,466 urban adults in Ghana found that patients with type 2 diabetes mellitus had a 46% increased risk for infection with Plasmodium falciparum. Increase in diabetes mellitus prevalence may put more persons at risk for malaria infection.Entities:
Mesh:
Year: 2010 PMID: 20875289 PMCID: PMC3294394 DOI: 10.3201/eid1610.100399
Source DB: PubMed Journal: Emerg Infect Dis ISSN: 1080-6040 Impact factor: 6.883
Demographic and clinical characteristics of 1,466 urban residents of Kumasi, Ghana, 2007–2008*
| Characteristics | Persons with type 2 diabetes mellitus, n = 675 | Persons without diabetes, n = 791 | p value |
|---|---|---|---|
| Age, y, mean (range) | 54.7 (18–92) | 47.1 (18–100) | <0.0001 |
| Male gender | 171 (25.3) | 182 (23.0) | 0.299 |
| Wealth score <25th percentile† | 265 (39.6) | 271 (34.3) | 0.044 |
| Illiteracy | 308 (45.8) | 206 (26.1) | <0.0001 |
| Formal education, none | 240 (35.7) | 130 (16.5) | <0.0001 |
| Crowded living condition‡ | 177 (26.7) | 120 (15.3) | <0.0001 |
| Smoking, current or quit | 49 (7.3) | 35 (4.4) | 0.024 |
| Akan ethnicity | 592 (87.8) | 685 (86.6) | 0.480 |
| Residence | |||
| Kumasi metropolitan area | 476 (70.8) | 603 (76.2) | |
| Kumasi suburbs | 174 (25.9) | 162 (20.5) | |
| Els3where§ | 22 (3.3) | 26 (3.3) | 0.048 |
| Occupation | |||
| Public servant | 44 (6.5) | 194 (24.6) | |
| Trader | 198 (29.5) | 190 (24.1) | |
| Farmer | 65 (9.7) | 48 (6.1) | |
| Unemployed | 248 (36.9) | 138 (17.5) | |
| Other¶ | 117 (17.4) | 218 (27.7) | <0.0001 |
| FPG, mmol/L, mean (range) | 8.3 (1.3–37.1) | 4.5 (2.9–7.0) | <0.0001 |
| Hemoglobin, g/dL, mean (range) | 12.9 (5.8–19.1) | 13.6 (4.9–19.1) | <0.0001 |
| Fever, | 2 (0.3) | 4 (0.5) | 0.693 |
| History of fever, preceding week | 95 (14.1) | 93 (11.8) | 0.182 |
| Respiratory tract infection | 5 (0.7) | 11 (1.4) | 0.232 |
| Urinary tract infection# | 14 (2.1) | 7 (0.9) | 0.076 |
| 5 (0.7) | 8 (1.0) | 0.582 | |
| Parasite density, per µL, median (range) | 1,160 (160–2,480) | 860 (80–4,960) | 0.770 |
|
| 117 (17.4) | 89 (11.3) | 0.001 |
|
| 108 (16.0) | 81 (10.3) | 0.001 |
|
| 14 (2.1) | 9 (1.1) | 0.205 |
|
| 8 (1.2) | 7 (0.9) | 0.611 |
*Values are no. (%) unless otherwise indicated. p values were calculated by Mann-Whitney U test or Fisher exact test, as applicable. FPG, fasting plasma glucose concentration. †<25th percentile of a calculated index of 11 markers of wealth: electricity, pipe-borne water, radio, fan, cupboard, television, bicycle, motorbike, refrigerator, car/truck/tractor, cattle. ‡>75th percentile of the number of persons living in the household. §Hinterland and environs. ¶Includes casual laborer, artisan, and others. #By nitrite-positive urine dipstick test (Combur 10, Roche Diagnostics, Mannheim, Germany).
Univariate and multivariate associations with Plasmodium falciparum infection, Kumasi, Ghana, 2007–2008*
| Parameter | Total no. patients | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|---|
| OR (95% CI) | p value | aOR (95% CI) | p value | ||||
| Diabetes mellitus type 2 | |||||||
| No | 791 | 81 (10.3) | 1 | ||||
| Yes | 675 | 108 (16.0) | 1.67 (1.22–2.27) | 0.001 |
| 1.46 (1.06–2.03) | 0.021 |
| Gender | |||||||
| F | 1,113 | 124 (11.2) | 1 | ||||
| M | 353 | 65 (18.5) | 1.80 (1.29–2.50) | <0.0001 |
| 2.13 (1.50–3.03) | <0.0001 |
| Wealth score | |||||||
|
| 923 | 94 (10.2) | |||||
| <25th percentile † | 536 | 94 (17.6) | 1.88 (1.38–2.56) | <0.0001 |
| 1.76 (1.27–2.42) | 0.001 |
| Literacy | |||||||
| Able to read | 947 | 103 (10.9) | 1 | ||||
| Unable to read | 514 | 85 (16.6) | 1.63 (1.20–2.23) | 0.002 |
| 1.59 (1.11–2.28) | 0.011 |
| Formal education | |||||||
| Any | 1,091 | 126 (11.6) | 1 | ||||
| None | 370 | 62 (16.8) | 1.54 (1.11–2.15) | 0.010 |
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| Living condition | |||||||
| Uncrowded | 1,147 | 133 (11.6) | 1 | ||||
| Crowded‡ | 297 | 52 (17.5) | 1.61 (1.14–2.29) | 0.007 |
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| Smoking | |||||||
| Never | 1,380 | 171 (12.4) | 1 | ||||
| Current or quit | 84 | 18 (21.4) | 1.92 (1.11–3.32) | 0.019 |
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| Ethnicity | |||||||
| Akan | 1,277 | 156 (12.3) | 1 | ||||
| Others | 188 | 33 (17.6) | 1.52 (1.01–2.30) | 0.045 |
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| Residence | |||||||
| Kumasi metropolitan | 1,079 | 121 (11.2) | 1 | ||||
| Kumasi outskirts | 336 | 64 (19.2) | 1.87 (1.34–2.61) | <0.0001 | |||
| Elsewhere § | 48 | 4 (8.3) | 0.72 (0.25–2.03) | 0.533 |
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| Occupation | |||||||
| Public servant | 238 | 17 (7.1) | 1 | ||||
| Trader | 388 | 50 (12.9) | 1.92 (1.08–3.42) | 0.026 | |||
| Farmer | 113 | 34 (30.6) | 5.74 (3.04–10.86) | <0.0001 | |||
| Other¶ | 335 | 38 (11.3) | 1.66 (0.92–3.02) | 0.095 | |||
| Unemployed | 386 | 49 (12.8) | 1.90 (1.07–3.39) | 0.029 | |||
*OR, odds ratio; CI, confidence interval; aOR, adjusted odds ratio. Age and gender were a priori included in the multivariate model. Further variables for inclusion in the model were identified by factor analysis excluding multicollinear parameters (1: retained diabetes, excluded occupation; 2: retained literacy, excluded education, smoking; 3: retained wealth, excluded living condition, ethnicity). The same model results from a logistic regression analysis initially including all above listed parameters, and then removing in a stepwise backward fashion all factors not associated with P. falciparum infection in multivariate analysis (p > 0.05). Inserting any of the excluded variables back into the model did not change the aOR of patients with type 2 diabetes mellitus by >7% each, suggesting the absence of substantial confounding. Leaving all parameters in the model yielded an aOR for patients with type 2 diabetes mellitus of 1.36 (95% CI, 0.98–1.90; p = 0.07). Alternatively, propensity score adjustment of that analysis, i.e. reducing covariates into a single variable, produced aOR = 1.41 (95% CI, 1.02–1.95; p = 0.04). †<25th percentile of a calculated index of 11 markers of wealth. ‡Crowded living condition, >75th percentile of the number of persons living in the household, i.e., n>8. §Hinterland and environs. ¶Includes casual labourer, artisan, and others.