| Literature DB >> 30580276 |
Iliza Idris1, Hizlinda Tohid2, Noor Azimah Muhammad2, Mohd Radzniwan A Rashid3, Azainorsuzila Mohd Ahad4, Norsiah Ali5, Naemah Sharifuddin6, Junita Harizon Aris7.
Abstract
OBJECTIVES: This study aimed to determine the prevalence of anaemia among patients with type 2 diabetes mellitus (T2DM) and chronic kidney disease (CKD) at primary care settings and its associated factors. DESIGN, SETTING AND PARTICIPANTS: This cross-sectional study involved 808 adult patients with T2DM and CKD who were recruited via systematic sampling from 20 public primary care clinics in Peninsular Malaysia. Their sociodemographic, clinical and biomedical profiles were collected through interviews, examination of medical records and blood testing.Entities:
Keywords: anaemia; chronic kidney disease; diabetes mellitus; primary care
Mesh:
Year: 2018 PMID: 30580276 PMCID: PMC6307578 DOI: 10.1136/bmjopen-2018-025125
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Bivariate analysis of the participants’ demographic and clinical characteristics with anaemia status
| Characteristics | Overall | With anaemia | Without anaemia | P value* |
| n (%) or mean (SD) or median (IQR) | n (%) or mean (SD) or median (IQR) | n (%) or mean (SD) or median (IQR) | ||
| Age (years) (n=808) | ||||
| Mean (SD) | 60.5 (9.5) | 63.9 (9.1) | 58.9 (9.2) |
|
| <60 | 378 (46.8) | 87 (23.0) | 291 (77.0) | |
| ≥60 | 430 (53.2) | 169 (39.3) | 261 (60.7) | |
| Gender (n=808) | ||||
| Man | 454 (56.2) | 129 (28.4) | 325 (71.6) |
|
| Woman | 354 (43.8) | 127 (35.9) | 227 (64.1) | |
| Race (n=808) | ||||
| Malay | 608 (75.2) | 193 (31.7) | 415 (68.3) | 0.949‡ |
| Non-Malay | 200 (24.8) | 63 (31.5) | 137 (68.5) | |
| Body mass index (kg/m²) (n=805) | ||||
| Mean (SD) | 28.4 (4.8) | 27.4 (5.0) | 28.8 (4.7) |
|
| Underweight or normal (≤22.9) | 94 (11.7) | 53 (56.4) | 41 (43.6) | |
| Overweight (23.0–27.4) | 277 (34.4) | 80 (28.9) | 197 (71.1) | |
| Obese (≥27.5) | 434 (53.9) | 121 (27.9) | 313 (72.1) | |
| Duration of T2DM (years) (n=807) | ||||
| Median (IQR) | 7.0 (8.0) | 9.0 (9.0) | 7.0 (8.0) |
|
| <5 | 231 (28.6) | 49 (21.2) | 182 (78.8) | |
| 5–10 | 310 (38.4) | 106 (34.2) | 204 (65.8) | |
| >10 | 266 (33.0) | 101 (38.0) | 165 (62.0) | |
| HbA1c (%) (n=729) | ||||
| Median (IQR) | 8.2 (3.2) | 8.2 (2.9) | 8.2 (3.4) | 0.301§ |
| ≤6.5 | 122 (16.7) | 33 (27.0) | 89 (73.0) | |
| 6.6–7.0 | 85 (11.7) | 36 (42.4) | 49 (57.6) | |
| 7.1–8.0 | 136 (18.7) | 39 (28.7) | 97 (71.3) | |
| ≥8.1 | 386 (52.9) | 117 (30.3) | 269 (69.7) | |
| Fasting blood sugar (mmol/L) (n=538) | ||||
| Median (IQR) | 7.9 (4.5) | 7.4 (4.4) | 8.0 (4.4) |
|
| ≤4.3 | 23 (4.3) | 16 (69.6) | 7 (30.4) | |
| 4.4–7.0 | 184 (34.2) | 57 (31.0) | 127 (69.0) | |
| ≥7.1 | 331 (61.5) | 94 (28.4) | 237 (71.6) | |
| Systolic blood pressure (mm Hg) (n=807) | ||||
| Median (IQR) | 140.0 (20.0) | 140.0 (23.0) | 140.0 (20.0) | 0.433§ |
| ≤135 | 338 (41.9) | 102 (30.2) | 236 (69.8) | |
| ≥136 | 469 (58.1) | 154 (32.8) | 315 (67.2) | |
| Diastolic blood pressure (mm Hg) (n=807) | ||||
| Median (IQR) | 80.0 (16.0) | 77.0 (10.0) | 80.0 (17.0) |
|
| ≤75 | 298 (36.9) | 124 (41.6) | 174 (58.4) | |
| ≥76 | 509 (63.1) | 132 (25.9) | 377 (74.1) | |
| Known anaemia (n=808) | ||||
| No | 772 (95.5) | 227 (88.7) | 545 (98.7) |
|
| Yes | 36 (4.5) | 29 (11.3) | 7 (1.3) | |
| Duration of CKD (years) (n=801) | ||||
| Median (IQR) | 2.0 (3.0) | 2.5 (3.3) | 2.0 (2.0) |
|
| Treated with ACE-i or ARB | ||||
| No | 225 (27.8) | 71 (31.6) | 154 (68.4) | 0.961‡ |
| Yes | 583 (72.2) | 185 (31.7) | 398 (68.3) |
*Significance p <0.05 (values in bold).
†Independent t-test.
‡Χ2 test.
§Mann-Whitney test.
ACE-i, ACE inhibitor; ARB, angiotensin II receptor blocker; CKD, chronic kidney disease; HbA1c, haemoglobin A1c; T2DM: type 2 diabetes mellitus.
Bivariate analysis of the participants’ comorbidities and complications with anaemia status
| Comorbidities and complications* | All (n=808) | With anaemia | Without anaemia | P value† | |||
| N | % | n | % | n | % | ||
| Hypertension | 715 | 88.5 | 232 | 90.6 | 483 | 87.5 | 0.195‡ |
| Dyslipidaemia | 668 | 82.7 | 205 | 80.1 | 463 | 83.9 | 0.184‡ |
| Ischaemic heart disease | 83 | 10.3 | 37 | 14.3 | 46 | 8.3 |
|
| Heart failure | 22 | 2.7 | 13 | 5.1 | 9 | 1.6 |
|
| Myocardial infarction | 11 | 1.4 | 5 | 2.0 | 6 | 1.1 | 0.508§ |
| Angina | 9 | 1.1 | 4 | 1.6 | 5 | 0.9 | 0.640§ |
| Cerebrovascular accident | 36 | 4.5 | 18 | 7.0 | 18 | 3.3 |
|
| Peripheral vascular disease | 5 | 0.6 | 1 | 0.4 | 4 | 0.7 | 0.935§ |
| Chronic kidney disease | |||||||
| Stage 1 | 102 | 12.6 | 13 | 5.1 | 89 | 16.1 |
|
| Stage 2 | 230 | 28.5 | 44 | 17.2 | 186 | 33.7 | |
| Stage 3¶ | 240 | 29.7 | 71 | 27.7 | 169 | 30.6 | |
| Stage 3** | 153 | 18.9 | 71 | 27.7 | 82 | 14.9 | |
| Stage 4 | 63 | 7.8 | 43 | 16.8 | 20 | 3.6 | |
| Stage 5 | 20 | 2.5 | 14 | 5.5 | 6 | 1.1 | |
| Retinopathy | 151 | 18.7 | 64 | 25.0 | 87 | 15.8 |
|
| Neuropathy | 119 | 14.7 | 41 | 16.0 | 78 | 14.1 | 0.482‡ |
| Erectile dysfunction (n=454) | 54 | 11.9 | 18 | 14.0 | 36 | 11.1 | 0.393‡ |
| Foot complication | 41 | 5.1 | 26 | 10.2 | 15 | 2.7 |
|
| Others†† | 192 | 23.8 | 71 | 27.7 | 121 | 21.9 | 0.071‡ |
| Cataract | 18 | 2.2 | 7 | 2.7 | 11 | 2.0 | 0.506‡ |
| Osteoarthritis | 17 | 2.1 | 5 | 2.0 | 12 | 2.2 | 0.839‡ |
| Spine problems¶ | 10 | 1.2 | 3 | 1.2 | 7 | 1.3 | 1.000§ |
| Gout arthritis | 46 | 5.7 | 20 | 7.8 | 26 | 4.7 | 0.077‡ |
| Malignancy | 14 | 1.7 | 4 | 1.6 | 10 | 1.8 | 1.000§ |
| Asthma | 20 | 2.5 | 4 | 1.6 | 16 | 2.9 | 0.255‡ |
| Renal calculi | 17 | 2.1 | 3 | 1.2 | 14 | 2.5 | 0.209‡ |
| Upper gastrointestinal tract problems** | 19 | 2.4 | 9 | 3.5 | 10 | 1.8 | 0.137‡ |
| Thyroid problem‡‡ | 12 | 1.5 | 2 | 0.8 | 10 | 1.8 | 0.416§ |
*Patients may have more than one comorbidity and complication.
†Significance p <0.05 (values in bold).
‡Χ2 test.
§Χ2 test with continuity correction.
¶Spondylosis, degenerative spine disease or prolapsed intervertebral disc.
**Dyspepsia, gastritis, gastro-oesophageal reflux or peptic ulcer disease.
††For comorbidities and complications entered in free text.
‡‡Hyperthroidism or hypothryroidism.
Median haemoglobin, prevalence of anaemia and description of anaemia according to stages of chronic kidney disease
| Stage 1 | Stage 2 | Stage 3† | Stage 3‡ | Stage 4 | Stage 5 | |
| Haemoglobin (g/dL) (Median (IQR)) | 14.0 (2.2) | 13.6 (1.8) | 13.4 (2.2) | 12.7 (2.3) | 11.2 (2.6) | 11.8 (3.5) |
| Anaemia (NKF-KDOQI) (n (%))* | 13 (12.7) | 44 (19.1) | 71 (29.6) | 71 (46.4) | 43 (68.3) | 14 (70.0) |
| Severity of anaemia (n=256) (n (%)) | ||||||
| Mild† | 8 (61.5) | 34 (77.3) | 51 (71.8) | 48 (67.6) | 19 (44.2) | 6 (42.9) |
| Moderate‡ | 5 (38.5) | 10 (22.7) | 19 (26.8) | 23 (32.4) | 23 (53.5) | 6 (42.9) |
| Severe§ | 0 (0) | 0 (0) | 1 (1.4) | 0 (0) | 1 (2.3) | 2 (14.3) |
| Classification of anaemia based on morphology (n=252) (n (%)) | ||||||
| Normocytic normochromic¶ | 4 (30.8) | 23 (52.3) | 39 (54.9) | 45 (63.4) | 29 (70.7) | 8 (66.7) |
| Microcytic hypochromic** | 6 (46.1) | 10 (22.7) | 18 (25.4) | 15 (21.1) | 5 (12.2) | 1 (8.3) |
| Macrocytic†† | 1 (7.7) | 3 (6.8) | 5 (7.0) | 5 (7.0) | 3 (7.3) | 2 (16.7) |
| Others | 2 (15.4) | 8 (18.2) | 9 (12.7) | 6 (8.5) | 4 (9.8) | 1 (8.3) |
| Anaemia (Hb<10 g/dL) (n (%)) | 1 (1.0) | 1 (0.4) | 6 (2.5) | 8 (5.2) | 13 (20.6) | 6 (30.0) |
*Hb <12 g/dL for women and <13 g/dL for men.
†Mild: Hb 11.0–12.9 g/dL for men and Hb 11.0–11.9 g/dL for women.
‡Moderate: Hb 8.0–10.9 g/dL.
§Severe: Hb ≤7.9 g/dL.
¶Normocytic normochromic: Mean corpuscular volume (MCV) 80–95 fL and mean corpuscular haemoglobin (MCH) ≥27 pg.
**Microcytic hypochromic: MCV <80 fL and MCH <27 pg.
††Macrocytic: MCV >95 fL.
Hb, haemoglobin; NKF-KDOQI, National Kidney Foundation-Kidney Disease Outcomes Quality Initiative.
Multiple logistic regression (MLR) of the participants’ characteristics with anaemia status
| Variables (n=804) | B | Wald | Adjusted OR | 95% CI | P value |
| Age (years) | 0.03 | 10.34 | 1.04 | 1.01 to 1.06 | 0.001 |
| Body mass index (kg/m2) | −0.05 | 6.37 | 0.95 | 0.92 to 0.99 | 0.012 |
| Diastolic blood pressure (mm Hg) | −0.03 | 12.67 | 0.97 | 0.95 to 0.99 | <0.001 |
| Female (Male) | 0.45 | 6.77 | 1.57 | 1.12 to 2.21 | 0.009 |
| Stages of chronic kidney disease | |||||
| Stage 2 (stage 1) | 0.35 | 0.98 | 1.42 | 0.71 to 2.84 | 0.323 |
| Stage 3a (stage 1) | 0.90 | 6.78 | 2.47 | 1.25 to 4.87 | 0.009 |
| Stage 3b (stage 1) | 1.47 | 16.56 | 4.36 | 2.14 to 8.85 | <0.001 |
| Stage 4 (stage 1) | 2.31 | 29.07 | 10.12 | 4.36 to 23.47 | <0.001 |
| Stage 5 (stage 1) | 2.38 | 15.65 | 10.80 | 3.32 to 35.11 | <0.001 |
| Presence of foot complication (no foot complication) | 1.14 | 9.44 | 3.12 | 1.51 to 6.46 | 0.002 |
MLR: Stepwise forward (likelihood ratio); 18 independent variables with p<0.25 in simple logistic regression were initially entered: age, gender, BMI, HbA1c, diastolic blood pressure, duration of T2DM, duration of CKD, CKD stages and presence of heart failure, ischaemic heart disease, cerebrovascular accident, hypertension, dyslipidaemia, retinopathy, foot complications, gouty arthritis, renal calculi and upper gastrointestinal (GIT) problems.
Constant: -0.289; no two-way interactions; variables were not correlated; model was fit: Hosmer and Lameshow test, p=0.539; overall correct percentage: 75.1%; area under receiver operating characteristic (ROC) curve: 0.759 (95% CI: 0.724, 0.795; p<0.001).
BMI, body mass index; CKD, chronic kidney disease; HbA1c, haemoglobin A1c; T2DM, type 2 diabetes mellitus.