| Literature DB >> 31798893 |
Masayuki Yamanouchi1,2,3,4, Mikiro Mori5, Junichi Hoshino1,4, Keiichi Kinowaki6, Takeshi Fujii6, Kenichi Ohashi7, Kengo Furuichi8, Takashi Wada3,9, Yoshifumi Ubara1,2,4.
Abstract
Objective: The predictive value of diabetic retinopathy on end-stage kidney disease (ESKD) has not been fully addressed in patients with type 2 diabetes and diabetic kidney disease. Research design and methods: We studied 232 patients with type 2 diabetes and biopsy-proven diabetic kidney disease who were screened for diabetic retinopathy during the 1 month of kidney biopsy. We examined the association between retinopathy progression and renal lesions. We used Cox regression analyses to explore the risk of ESKD adjusting for known risk demographic and clinical variables. We assessed the incremental prognostic value of ESKD by adding diabetic retinopathy to the clinical variables.Entities:
Keywords: Cohort; Diabetic Kidney Disease; Diabetic Retinopathy; End-stage Kidney Disease; Renal Pathology; Risk
Year: 2019 PMID: 31798893 PMCID: PMC6861100 DOI: 10.1136/bmjdrc-2019-000726
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Baseline clinical and pathological characteristics stratified by the International Clinical Diabetic Retinopathy Disease Severity Scale
| Total | No DR | Mild NPDR | Moderate NPDR | Severe NPDR | PDR | ||
| (n=232) | (n=55) | (n=23) | (n=42) | (n=41) | (n=71) | P value | |
| Clinical characteristics | |||||||
| Age (years) | 59 (50, 67) | 60 (43, 69) | 64 (55, 72) | 65 (58, 69) | 59 (53, 66) | 52 (42, 62) | <0.001 |
| Male (%) | 78 | 85 | 70 | 90 | 68 | 72 | 0.037 |
| BMI (kg/m2) | 24 (22, 27) | 25 (22, 28) | 24 (22, 28) | 25 (22, 27) | 23 (21, 24) | 24 (22, 26) | 0.11 |
| Diabetes duration (years) | 14 (10, 21) | 11 (4, 19) | 17 (11, 25) | 14 (8, 23) | 16 (10, 25) | 15 (11, 20) | 0.052 |
| History of CVD (%) | 24 | 24 | 39 | 29 | 24 | 15 | 0.18 |
| Ever having smoked (%) | 61 | 67 | 57 | 69 | 59 | 56 | 0.53 |
| RAAS use (%) | 66 | 49 | 87 | 81 | 49 | 72 | <0.001 |
| Glucose-lowering agents use (%) | 81 | 60 | 87 | 83 | 88 | 89 | <0.001 |
| Statin use (%) | 29 | 24 | 40 | 29 | 14 | 38 | 0.23 |
| Systolic blood pressure (mm Hg) | 145 (132, 160) | 140 (126, 148) | 141 (131, 150) | 150 (140, 167) | 152 (140, 170) | 148 (135, 163) | 0.0053 |
| Diastolic blood pressure (mm Hg) | 80 (72, 90) | 80 (73, 90) | 80 (69, 87) | 80 (71, 87) | 80 (74, 90) | 81 (72, 90) | 0.68 |
| Hemoglobin A1c (%) | 7.3 (6.4, 8.9) | 7.2 (6.4, 8.9) | 7.0 (6.3, 8.5) | 7.1 (6.3, 8.2) | 8.1 (6.8, 10.2) | 7.1 (6.1, 9.1) | 0.20 |
| (mmol/mol) | 56 (46, 74) | 55 (46, 74) | 53 (45, 69) | 54 (45, 66) | 65 (51, 88) | 54 (43, 76) | 0.20 |
| Total cholesterol (mmol/L) | 5.4 (4.5, 6.6) | 5.5 (4.6, 6.3) | 5.3 (4.6, 5.9) | 5.2 (4.3, 5.6) | 5.5 (4.4, 7.0) | 5.7 (4.5, 7.2) | 0.27 |
| Triglycerides (mmol/L) | 1.8 (1.3, 2.4) | 2.2 (1.4, 3.4) | 1.8 (1.3, 2.6) | 1.7 (1.4, 2.2) | 1.5 (1.2, 2.0) | 1.9 (1.1, 2.6) | 0.032 |
| LDL-C (mmol/L) | 3.2 (2.6, 4.4) | 3.1 (2.6, 4.2) | 3.0 (2.8, 3.8) | 3.2 (2.5, 3.6) | 3.9 (2.6, 4.7) | 3.5 (2.9, 4.9) | 0.11 |
| HDL-C (mmol/L) | 1.0 (0.9, 1.3) | 1.0 (0.8, 1.2) | 1.0 (0.7, 1.3) | 1.0 (0.9, 1.4) | 1.2 (1.0, 1.4) | 1.1 (0.9, 1.4) | 0.38 |
| Uric acid (µmol/L) | 393 (333, 446) | 387 (309, 422) | 387 (315, 488) | 399 (357, 422) | 399 (351, 470) | 405 (321, 458) | 0.33 |
| eGFR (mL/min/1.73 m2) | 39 (25, 61) | 53 (37, 75) | 46 (36, 67) | 36 (29, 57) | 29 (16, 47) | 36 (23, 55) | <0.001 |
| UACR (g/g) | 1.4 (0.5, 3.2) | 0.7 (0.2, 1.5) | 1.2 (0.7, 3.3) | 1.2 (0.3, 2.3) | 1.8 (1.0, 3.2) | 2.1 (1.0, 4.4) | <0.001 |
| Pathological characteristics | |||||||
| RPS Diabetic Nephropathy Classification | <0.001 | ||||||
| Class I | 6 | 22 | 0 | 0 | 2 | 0 | |
| Class IIa | 20 | 40 | 35 | 19 | 5 | 8 | |
| Class IIb | 28 | 20 | 17 | 33 | 20 | 41 | |
| Class III | 32 | 11 | 39 | 34 | 44 | 38 | |
| Class IV | 14 | 7 | 9 | 14 | 29 | 13 | |
| IFTA | <0.001 | ||||||
| 0 | 6 | 22 | 4 | 0 | 0 | 1 | |
| 1 | 28 | 44 | 48 | 31 | 17 | 14 | |
| 2 | 33 | 20 | 22 | 31 | 41 | 42 | |
| 3 | 33 | 14 | 26 | 38 | 42 | 43 | |
| Interstitial inflammation | |||||||
| 0 | 10 | 25 | 18 | 5 | 0 | 4 | <0.001 |
| 1 | 77 | 71 | 78 | 79 | 83 | 76 | |
| 2 | 13 | 4 | 4 | 16 | 17 | 20 | |
| Arteriolar hyalinosis | <0.001 | ||||||
| 0 | 6 | 20 | 0 | 0 | 2 | 1 | |
| 1 | 13 | 22 | 22 | 10 | 7 | 10 | |
| 2 | 81 | 58 | 78 | 90 | 91 | 89 | |
| Arteriosclerosis | 0.009 | ||||||
| 0 | 7 | 14 | 13 | 7 | 0 | 3 | |
| 1 | 47 | 53 | 26 | 45 | 39 | 56 | |
| 2 | 46 | 33 | 61 | 48 | 61 | 41 | |
| Diffuse | <0.001 | ||||||
| 0 | 6 | 23 | 0 | 0 | 5 | 0 | |
| 1 | 15 | 41 | 11 | 14 | 5 | 7 | |
| 2 | 33 | 27 | 33 | 48 | 19 | 36 | |
| 3 | 46 | 9 | 56 | 38 | 71 | 57 | |
| Exudative | 66 | 32 | 78 | 62 | 81 | 80 | 0.002 |
| Subendothelial space widening | 67 | 27 | 88 | 81 | 81 | 78 | <0.001 |
| Mesangiolysis/microaneurysm | 46 | 14 | 56 | 38 | 62 | 60 | 0.005 |
| Perihilar neovascularization | 81 | 59 | 89 | 81 | 86 | 90 | 0.062 |
Data are expressed as mean (SD), median (25th, 75th percentiles), or percentage.
RPS Diabetic Nephropathy Classification: I, mild or non-specific light microscopy changes and electron microscopy-proven glomerular membrane thickening; IIa, mild mesangial expansion; IIb, severe mesangial expansion; III, nodular sclerosis (Kimmelstiel-Wilson lesion); IV, advanced diabetic glomerulosclerosis.
BMI, body mass index; CVD, cardiovascular disease; DR, diabetic retinopathy; eGFR, estimated glomerular filtration rate; HDL-C, high-density lipoprotein cholesterol; IFTA, interstitial fibrosis and tubular atrophy; LDL-C, low-density lipoprotein cholesterol; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; RAAS, renin-angiotensin-aldosterone system blockade; RPS, Renal Pathology Society; UACR, urine albumin to creatinine ratio.
Correlation between diabetic retinopathy grades and renal lesions
| RPS Diabetic Nephropathy Classification | IFTA | Interstitial inflammation | Arteriolar hyalinosis | Arteriosclerosis | Diffuse lesion | Exudative lesion | Subendothelial space widening | Mesangiolysis/microaneurysm | Perihilar neovascularization | |
| r | 0.40*** | 0.41*** | 0.30*** | 0.32*** | 0.13* | 0.48*** | 0.35*** | 0.27** | 0.33*** | 0.25** |
Spearman’s correlation coefficients (r) between the International Clinical Diabetic Retinopathy Disease Severity Scale and renal lesions were obtained using Spearman’s correlation rank test.
*P<0.05, **P<0.01, ***P<0.001.
IFTA, interstitial fibrosis and tubular atrophy; RPS, Renal Pathology Society.
Figure 1Event-free survival for the 232 patients with type 2 diabetes and biopsy-proven diabetic kidney disease. (A) Kaplan-Meier curves of ESKD event-free survival. (B) Kaplan-Meier curves of CVD event-free survival. (C) Kaplan-Meier curves of all-cause death event-free survival. CVD, cardiovascular disease; DR, diabetic retinopathy; ESKD, end-stage kidney disease; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy.
Crude and adjusted risk for ESKD, CVD, and all-cause death, according to the severity scale of diabetic retinopathy, among patients with diabetic retinopathy, as compared with patients with no diabetic retinopathy
| ESKD | CVD | All-cause death | ||||||||||
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| 1 | 1.35 | 2.89 | 5.00 | 5.32 | 1.17 | 2.26 | 1.22 | 1.55 | 1.44 | 0.50 | 0.84 | 0.60 |
| 2 | 1.53 | 3.12 | 6.15 | 5.97 | 1.40 | 2.03 | 1.55 | 1.99 | 0.67 | 0.27 | 0.74 | 1.03 |
| 3 | 1.96 | 3.10 | 3.03 | 3.43 | 1.58 | 2.36 | 2.01 | 2.43 | 0.57 | 0.23 | 0.50 | 0.76 |
HR (95% CI) and p values were determined for demographic and laboratory characteristics by univariable and multivariable Cox proportional hazard models.
Model 1: univariable (no diabetic retinopathy as reference).
Model 2: adjusted for demographic characteristics (age, gender, BMI, diabetic duration, ever having smoked, and systolic blood pressure).
Model 3: model 2 + adjusted for laboratory characteristics (hemoglobin A1c, triglycerides, eGFR, and UACR).
BMI, body mass index; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; ESKD, end-stage kidney disease; NPDR, non-proliferative diabetic retinopathy; PDR, proliferative diabetic retinopathy; UACR, urine albumin to creatinine ratio.
Figure 2Incremental prognostic value of the International Clinical Diabetic Retinopathy Disease Severity Scale, the Renal Pathology Society Diabetic Nephropathy Classification, and diabetic macular edema results over clinical information by global χ2, AIC, and BIC. Model 1: standard clinical assessment of established risk factors for ESKD model (age, gender, BMI, diabetic duration, systolic blood pressure, hemoglobin A1c, triglycerides, eGFR, and UACR). Model 2: model 1 + DKD. Model 3: model 1 + DR. Model 4: model 1 + DME. AIC, Akaike’s information criterion; BIC, Bayesian information criterion; BMI, body mass index; DME, diabetic macular edema; DKD, diabetic kidney disease; DR, diabetic retinopathy; eGFR, estimated glomerular filtration rate; ESKD, end-stage kidney disease; UACR, urine albumin to creatinine ratio.