| Literature DB >> 32111192 |
Frederick C F Otieno1,2, Elijah N Ogola3,4, M W Kimando3,5, Kenn Mutai4.
Abstract
BACKGROUND: Chronic Kidney Disease (CKD) in patients with type 2 diabetes enhances the cardiovascular risk profiles and disease, and is a strong predictor of progression to end-stage kidney disease. Early diagnosis is encouraged for referral to specialist kidney care to initiate active management that would optimize outcomes including forestalling progression to end-stage kidney disease. This study was conducted in a regional referral public health facility in Central Kenya with a high prevalence of type 2 diabetes. It was aimed at finding out the burden of undiagnosed chronic kidney disease in their clinic of ambulatory patients with type 2 diabetes who dwell mainly in the rural area.Entities:
Mesh:
Year: 2020 PMID: 32111192 PMCID: PMC7048110 DOI: 10.1186/s12882-020-1705-3
Source DB: PubMed Journal: BMC Nephrol ISSN: 1471-2369 Impact factor: 2.388
Fig. 1A flow chart of recruitment and enrolment of subjects into the study
Clinical and laboratory characteristics by gender of the study patients
| Variable | Overall( | Female( | Male ( | OR (95% CI) | |
|---|---|---|---|---|---|
| Age, years, mean(SD) | 63.3 | 62.1 (12.0) | 65.7 (13.7) | – | |
BMI,kg/m2,mean (SD) Categories, n (%) | 26.7 (4.6) | ||||
| Underweight- (< 18.5 kg/m2) | 6 (1.6) | 4 (1.6) | 2 (1.5) | 1.5 (0.3–8.3) | 0.660 |
| Normal- (18.5-25 kg/m2) | 139 (36.1) | 80 (31.7) | 59 (44.4) | 1.0 | – |
| Overweight- (25–29.9 kg/m2) | 154 (40.0) | 102 (40.5) | 52 (39.1) | 1.4 (0.9–2.3) | 0.127 |
| Obese- (≥30 kg/m2) | 86 (22.3) | 66 (26.2) | 20 (15.0) | 2.4 (1.3–4.4) | |
Waist Circumference, cm, mean (SD) Categories, n (%) | 92.5 (22.0) | ||||
| Undesirable, > 102 cm(M)/> 88 cm(F) | 224 (58.2) | 171 (67.9) | 53 (39.8) | 3.2 (2.1–4.9) | |
| Normal | 161 (41.8) | 81 (32.1) | 80 (60.2) | 1.0 | |
| Hypertension, BP > 140/90 mmHg | |||||
| Hypertensive, n (%) | 191 (49.6) | 196 (77.8) | 99 (74.4) | 1.2 (0.7–2.0) | 0.461 |
| Normal BP | 194 (50.4) | 56 (22.2) | 34 (25.6) | 1.0 | |
| Glycemic control, HbA1c (%) | |||||
| Glycaemia, HbA1c %, mean(SD) | 8.1 (2.8) | 8.3 (3.0) | 7.9 (2.7) | – | 0.181 |
| Poor control, HbA1c > 7.0 | 233 (60.5) | 154 (61.1) | 79 (59.4) | 1.1 (0.7–1.6) | 0.744 |
| Optimal control, HbA1c ≤ 7.0 | 152 (39.5) | 98 (38.9) | 54 (40.6) | 1.0 | |
Total cholesterol, mean (SD), mmol/L Categories, n (%) | 4.6 (1.2) | 4.9 (1.2) | 4.2 (1.1) | – | |
| High> 4.120 | 88 (22.9) | 69 (27.4) | 19 (14.3) | 2.3 (1.3–4.0) | |
| Optimal≤4.120 | 297 (77.1) | 183 (72.6) | 114 (85.7) | 1.0 | |
HDL-cholesterol, mean (SD),mmol/L Categories, n (%) | 1.3 (0.9) | 1.4 (0.3) | 1.3 (1.5) | – | 0.719 |
| Low≤1.0 | 80 (20.8) | 39 (15.5) | 41 (30.8) | 0.4 (0.2–0.7) | |
| Optimal> 1.0 | 305 (79.2) | 213 (84.5) | 92 (69.2) | 1.0 | |
Triglycerides, mean (SD), mmol/L Categories, n (%) | 1.7 (1.0) | 1.7 (1.0) | 1.7 (1.1) | – | 0.873 |
| High > 1.7 | 210 (54.5) | 135 (53.6) | 75 (56.4) | 0.9 (0.6–1.4) | 0.597 |
| Optimal≤1.7 | 175 (45.5) | 117 (46.4) | 58 (43.6) | 1.0 | |
LDL-cholesterol, mean(SD, mmol/L Categories, n (%) | 2.4 (0.9) | 2.6 (0.9) | 2.2 (0.9) | – | |
| High> 2.0 | 297 (77.1) | 206 (81.7) | 91 (68.4) | 2.1 (1.3–3.4) | |
| Optimal≤2.0 | 88 (22.9) | 46 (18.3) | 42 (31.6) | 1.0 | |
| CKD/(KDIGO categories) | |||||
| G1, eGFR > 90 ml/min/m2 | 77 (20.0) | 53 (21.0) | 24 (18.0) | 1.0 | |
| G2, eGFR 60–90 | 158 (41.0) | 106 (42.1) | 52 (39.1) | 0.9 (0.5–1.7) | 0.789 |
| G3a eGFR 59–45 | 81 (21.0) | 48 (19.0) | 33 (24.8) | 0.7 (0.3–1.3) | 0.211 |
| G3b eGFR 44–30 | 48 (12.5) | 30 (11.9) | 18 (13.5) | 0.8 (0.4–1.6) | 0.467 |
| G4 eGFR 29–15 | 18 (4.7) | 13 (5.2) | 5 (3.8) | 1.2 (0.4–3.7) | 0.779 |
| G5 eGFR < 15 | 3 (0.8) | 2 (0.8) | 1 (0.8) | 0.9 (0.1–10.5) | 0.937 |
| Albuminuria status | |||||
| Albuminuria present | 126 (32.7) | 80 (31.7) | 46 (34.6) | 0.9 (0.6–1.4) | 0.572 |
| NO Albuminuria | 259 (67.3) | 172 (68.3) | 87 (65.4) | 1.0 | |
Treatment Information of the study patients
| Variable | Proportion, N (%) |
|---|---|
| Diabetes mellitus treatment | |
| Diet-only | 11 (2.9) |
| Oral Glucose-lowering Agents(OGLAs)-only | 262 (68.1) |
| Insulin-only | 66 (17.1) |
| Insulin combined with Oral Glucose-lowering Agents | 46 (12.0) |
| Other co-medications used regularly by the subjects | |
| Anti-platelets | 45 (11.7) |
| Statins | 48 (12.5) |
| Anti-platelets and statins | 108 (28.1) |
| Anti-hypertensive drugs | 295 (76.6) |
| - ACEi/ARBs | 204 (69.0) |
| Frequency of clinic attendance in the last 12 months | |
| 2–3 | 68 (17.7) |
| 4–5 | 292 (75.9) |
| 6 and above | 25 (6.5) |
ACEi Angiotensin Converting Enzyme inhibitors, ARBs Angiotensin Receptor Blockers
Bivariate analysis of factors associated with chronic kidney disease in the study subjects
| Variable | Chronic Kidney Disease, CKD /KDIGO classification | OR (95% CI) | ||
|---|---|---|---|---|
| Stage 3–5 | Stage 1–2 | |||
| Age, mean (SD), years | 70.8 (8.8) | 58.6 (11.5) | – | |
| Age category, years | ||||
| ≤ 50 | 0 (0.0%) | 54 (100.0%) | – | |
| > 50 | 150 (45.3%) | 181 (54.7%) | ||
| Gender | ||||
| Female | 93 (36.9) | 159 (63.1) | 0.8 (0.5–1.2) | 0.255 |
| Male | 57 (42.9) | 76 (57.1) | 1.0 | |
| Marital status | ||||
| Single, unmarried | 2 (9.1) | 20 (90.9) | 1.0 | |
| Married. | 96 (37.2) | 162 (62.8) | 5.9 (1.4–25.9) | |
| Widowed | 52 (51.0) | 50 (49.0) | 10.4 (2.3–46.8) | |
| Separated | 0 (0.0) | 3 (100.0) | – | 0.999 |
| Level of formal education | ||||
| None | 29 (56.9) | 22 (43.1) | 1.0 | |
| Primary school(1-7 yrs) | 87 (38.3) | 140 (61.7) | 0.5 (0.3–0.9) | |
| Secondary school(8-12 yrs) | 26 (28.9) | 64 (71.1) | 0.3 (0.2–0.6) | |
| Tertiary, > 12 yrs. in school | 8 (47.1) | 9 (52.9) | 0.7 (0.2–2.0) | 0.483 |
| Employment status | ||||
| Unemployed | 56 (44.8) | 69 (55.2) | 1.0 | |
| Employed | 3 (13.0) | 20 (87.0) | 0.2 (0.1–0.7) | |
| Self-employed | 47 (31.5) | 102 (68.5) | 0.6 (0.3–0.9) | |
| Retired | 44 (50.0) | 44 (50.0) | 1.2 (0.7–2.1) | 0.454 |
| Cigarette smoking | ||||
| Smoker | 38 (41.3%) | 54 (58.7%) | 1.1 (0.7–1.8) | 0.597 |
| Non-smoker | 112 (38.2%) | 181 (61.8%) | 1.0 | |
| Duration of diabetes, years, median (IQR) | 11.0 (5.0–18.0) | 5.0 (2.0–11.0) | – | |
| Duration of disease, categories, years | ||||
| > 5 | 105 (48.2%) | 113 (51.8%) | 2.6 (1.7–4.1) | |
| ≤ 5 | 41 (26.1%) | 116 (73.9%) | 1.0 | |
| LDL-cholesterol, mmol/L | ||||
| High> 2.0 | 116 (39.1) | 181 (60.9) | 1.0 (0.6–1.7) | 0.943 |
| Normal ≤2.0 | 34 (38.6) | 54 (61.4) | 1.0 | |
| Obesity | ||||
| Obese, BMI ≥30 kg/m2 | 17 (19.8) | 69 (80.2) | 0.3 (0.2–0.5) | |
| Not obese, BMI < 30 kg/m2 | 133 (44.5) | 166 (55.5) | 1.0 | |
| Hypertension, BP > 140/90 mmHg | ||||
| Hypertensive | 91 (47.6) | 100 (52.4) | 2.1 (1.4–3.2) | |
| Normal BP | 59 (30.4) | 135 (69.6) | 1.0 | |
| Systolic BP,mean (SD) mmHg | 148.8 (25.6) | 140.3 (20.6) | – | |
| Diastolic BP,mean (SD) mmHg | 81.9 (12.1) | 81.2 (10.9) | – | 0.579 |
| Glycemic control | ||||
| Poor (HbA1c > 7.0%) | 86 (36.9) | 147 (63.1) | 0.8 (0.5–1.2) | 0.307 |
| Good (HbA1c ≤ 7.0%) | 64 (42.1) | 88 (57.9) | 1.0 | |
Logistic regression model of the predictors of Chronic Kidney Disease (CKD) in the study subjects
| Variable | Adjusted odds ratios | |||
|---|---|---|---|---|
| Odds ratio | 95% C.I. | |||
| Lower | Upper | |||
| Age, above 50 years | 1.12 | 1.09 | 1.16 | |
| Duration of diabetes (> 5 years) | 1.98 | 1.17 | 3.36 | |
| Duration of diabetes, years | 1.05 | 1.05 | 1.08 | |
| Obesity, BMI ≥30 kg/m2 | 0.24 | 0.12 | 0.47 | |
| Systolic blood pressure, SBP ≥ 140 mmHg | 1.014 | 1.003 | 1.025 | |
| Hypertension present | 2.3 | 1.2 | 4.5 | |
Logistic regression of risk factors and loading on patients with chronic kidney disease in the study
| Variable | Chronic Kidney Disease (CKD) | Normal, non-CKD | OR (95% CI) | |
|---|---|---|---|---|
| Risk factor loading, | ||||
| 0-Normal Blood Pressure | 20 (22.2%) | 70 (77.8%) | 1.0 | |
| 1-Hypertension (HTN) | 53 (47.3%) | 59 (52.7%) | 3.1 (1.7–5.8) | |
| 2-HTN + HbA1c > 7.0% | 20 (42.6%) | 27 (57.4%) | 2.6 (1.2–5.6) | |
| 3-HTN + HbA1c + LDL > 2.0 mmol/L | 0 (0.0%) | 13 (100.0%) | – | 0.999 |
| 4-HTN + A1c + LDL + Age + Dur < 5 yr | 17 (34.7%) | 32 (65.3%) | 1.9 (0.9–4.0) | 0.114 |
| 5-HTN + HbA1c + LDL + Age + Dur ≥ 5 yr | 29 (50.9%) | 28 (49.1%) | 3.6 (1.8–7.4) | |
| 6-HTN + A1c + LDL + Age + Dur > 5 yr + Cig | 11 (64.7%) | 6 (35.3%) | 6.4 (2.1–19.5) | |
| 7- ACEI/ARB-use | ||||
| Yes | 111 (41.6) | 156 (58.4) | 1.4 (0.9–2.3) | 0.114 |
| No | 39 (33.1) | 79 (66.9) | 1.0 | |
CKD Chronic kidney disease, stages 3 to 5, Age = Age > 50 years, Dur Duration of diabetes, Cig Cigarette-smoking, HTN Hypertension, LDL Low Density Lipoprotein Cholesterol. The addition of LDL, Age and Duration of diabetes equal to/above 5 yrs did not enhance risk of CKD significantly in the risk factor loading model
Fig. 2Albuminuria status of the study subjects. Albuminuria was recorded in 32.7% of the patients with no significant sex differences; 31.7% in females and 34.6% in males (p = 0.572)
Fig. 3Chronic Kidney Disease/KDIGO stages and the proportions of study subjects in each stage. There earlier stages 1 and 2 of CKD are moer prevalent than the later ones of stages 3, 4 and 5. This shows that not all stages would progress, and if some m,ay progress, the rates will vary