| Literature DB >> 33283333 |
B Rathsman1,2, J Haas1,2, M Persson1,2,3, J Ludvigsson4,5, A-M Svensson6,7, M Lind6,8, M Andersson Franko1, T Nyström1.
Abstract
BACKGROUND: Microvascular complications are common in people with diabetes, where poor glycaemic control is the major contributor. The aim of this study was to explore the association between elevated LDL cholesterol levels and the risk of retinopathy or nephropathy in young individuals with type 1 diabetes.Entities:
Mesh:
Substances:
Year: 2020 PMID: 33283333 PMCID: PMC8247303 DOI: 10.1111/joim.13212
Source DB: PubMed Journal: J Intern Med ISSN: 0954-6820 Impact factor: 8.989
All covariates that were adjusted for in the final model
| Retinopathy analyses | Nephropathy analyses | |||||
|---|---|---|---|---|---|---|
| Hazard ratio | Confidence interval |
| Hazard ratio | Confidence interval |
| |
| LDL < 2.6, mmol L−1 | REF | REF | ||||
| 2.6 ≤ LDL < 3.4, mmol L−1 | 1.13 | 1.03–1.23 | 0.008 | 1.15 | 0.96–1.37 | 0.12 |
| 3.4 ≤ LDL < 4.1, mmol L−1 | 1.16 | 1.02–1.32 | 0.021 | 1.30 | 1.03–1.65 | 0.030 |
| LDL ≥ 4.1, mmol L−1 | 1.18 | 0.99–1.41 | 0.060 | 1.41 | 1.05–1.89 | 0.022 |
| HDL < 1.1, mmol L−1 | REF | REF | ||||
| 1.1 ≤ HDL, mmol L−1 | 0.92 | 0.83–1.01 | 0.096 | 0.86 | 0.72–1.03 | 0.091 |
| Total cholesterol < 4.5, mmol L−1 | REF | REF | ||||
| Total cholesterol ≥ 4.5, mmol L−1 | 0.89 | 0.81–0.97 | 0.008 | 0.97 | 0.81–1.16 | 0.72 |
| Triglyceride < 1.7, mmol L−1 | REF | REF | ||||
| 1.7 ≤ Triglyceride, mmol L−1 | 1.18 | 1.07–1.29 | 0.001 | 1.43 | 1.21–1.68 | <0.001 |
| HbA1c < 48, mmol mol−1 | REF | REF | ||||
| 48 ≤ HbA1c < 58, mmol mol−1 | 0.94 | 0.84–1.07 | 0.35 | 1.06 | 0.81–1.37 | 0.69 |
| 58 ≤ HbA1c < 70, mmol mol−1 | 1.15 | 1.03–1.29 | 0.016 | 1.14 | 0.89–1.46 | 0.31 |
| 70 ≥ HbA1c, mmol mol−1 | 1.46 | 1.30–1.64 | <0.001 | 1.85 | 1.45–2.35 | <0.001 |
| Male | REF | REF | ||||
| Female | 1.04 | 0.98–1.11 | 0.22 | 1.33 | 1.17–1.51 | <0.001 |
| Age at diabetes onset, 0–10 years | REF | REF | ||||
| Age at diabetes onset, 10–15 years | 1.54 | 1.39–1.71 | <0.001 | 1.46 | 1.20–1.77 | <0.001 |
| Age at diabetes onset, 15–20 years | 1.96 | 1.72–2.23 | <0.001 | 2.12 | 1.69–2.67 | <0.001 |
| Age at diabetes onset, 20–25 years | 2.06 | 1.79–2.36 | <0.001 | 2.00 | 1.56–2.56 | <0.001 |
| Age at diabetes onset, 25–30 years | 1.99 | 1.71–2.32 | <0.001 | 2.04 | 1.56–2.67 | <0.001 |
| BMI | REF | REF | ||||
| BMI | 1.10 | 1.03–1.18 | 0.005 | 0.82 | 0.70–0.95 | 0.008 |
| BMI | 1.15 | 1.04–1.27 | 0.009 | 1.01 | 0.84–1.23 | 0.89 |
| Nonsmoker | REF | REF | ||||
| Smoker | 1.32 | 1.20–1.46 | <0.001 | 1.28 | 1.06–1.53 | 0.010 |
| Physical activity, daily | REF | REF | ||||
| Physical activity, 3–5 times week−1 | 1.04 | 0.95–1.13 | 0.42 | 0.78 | 0.65–0.94 | 0.010 |
| Physical activity, 1–2 times week−1 | 0.99 | 0.90–1.09 | 0.89 | 0.99 | 0.82–1.19 | 0.89 |
| Physical activity, <1 times week−1 | 1.08 | 0.97–1.21 | 0.14 | 1.02 | 0.83–1.26 | 0.83 |
| Physical activity, never | 1.01 | 0.89–1.15 | 0.89 | 1.21 | 0.96–1.52 | 0.10 |
| Insulin method, injection | REF | REF | ||||
| Insulin method, pump | 0.97 | 0.90–1.04 | 0.40 | 0.94 | 0.81–1.10 | 0.46 |
| ASA, no | REF | REF | ||||
| ASA, yes | 1.46 | 1.10–1.94 | 0.009 | 1.35 | 0.89–2.04 | 0.15 |
| Antihypertensive, no | REF | REF | ||||
| Antihypertensive, yes | 1.04 | 0.91–1.20 | 0.57 | 4.45 | 3.72–5.32 | <0.001 |
| Lipid‐lowering drug, no | REF | REF | ||||
| Lipid‐lowering drug, yes | 1.10 | 0.96–1.26 | 0.19 | 0.96 | 0.75–1.23 | 0.73 |
|
Normal blood pressure Systolic blood pressure < 140 mmHg | REF | REF | ||||
|
Hypertension Systolic blood pressure > 140 mmHg | 1.15 | 1.00–1.33 | 0.057 | 1.21 | 0.94–1.55 | 0.14 |
| 90 ≥ eGFR, mL min−1 | REF | REF | ||||
| 60 ≤ eGFR < 90, mL min−1 | 0.89 | 0.82–0.98 | 0.013 | 0.92 | 0.76– 1.11 | 0.39 |
| 45 ≤ eGFR < 60, mL min−1 | 0.87 | 0.47–1.63 | 0.67 | 4.11 | 2.07–8.16 | <0.001 |
| 30 ≤ eGFR < 45, mL min−1 | 0.67 | 0.25–1.82 | 0.43 | 5.28 | 2.41–11.56 | <0.001 |
| eGFR < 30, mL min−1 | 0.84 | 0.21–3.41 | 0.81 | 6.20 | 1.89–20.32 | 0.003 |
ASA, acetylsalicylic acid; BMI, body mass index; eGFR, estimated glomerular filtration rate; HbA1c, glycated haemoglobin 1c; HDL cholesterol, high‐density lipoprotein cholesterol; LDL cholesterol, low‐density lipoprotein cholesterol.
isoBMI was calculated for individuals with age under 18 years according to reference [14]. Continuous variables are presented as medians and interquartile range and categorical variables as proportions.
Baseline characteristics of all patients divided in the retinopathy and nephropathy cohort, respectively
| Excluded patients | Retinopathy analysis | Nephropathy analysis | |
|---|---|---|---|
| Number | 13665 | 11023 | 12350 |
| Age, years | 12 (7–22) | 21 (19–26) | 21 (19–25) |
| Females | 44.7% | 42.0% | 42.8% |
| Males | 55.3% | 58.0% | 57.2% |
| Age at diabetes onset, years | 11 (6–17) | 16 (11–21) | 15 (10–21) |
| Age at diabetes onset, 0–10 years | 44.7% | 19.8% | 23.8% |
| Age at diabetes onset, 10–15 years | 25.3% | 26.4% | 25.9% |
| Age at diabetes onset, 15–20 years | 11.5% | 23.0% | 21.5% |
| Age at diabetes onset, 20–25 years | 10.7% | 18.4% | 17.3% |
| Age at diabetes onset, 25–30 years | 7.8% | 12.3% | 11.6% |
| Duration, years | 0.2 (0.1–5) | 6 (3–9) | 7 (3–10) |
| Follow‐up time, years | 3.2 (0.9–6.9) | 8.2 (4.8–11.2) | 8.5 (4.9–12.0) |
| Number of LDL cholesterol measurements per individual | 0 (0–1) | 4 (2–7) | 4 (2–7) |
| LDL cholesterol, mmol L−1 | 2.39 (1.92–2.91) | 2.42 (1.98–2.93) | 2.42 (1.97–2.95) |
| LDL cholesterol < 2.6 | 60.7% | 60.3% | 59.5% |
| 2.6 ≤ LDL cholesterol < 3.4 | 27.4% | 28.0% | 28.2% |
| 3.4 ≤ LDL cholesterol < 4.1 | 8.3% | 8.4% | 8.7% |
| 4.1 ≤ LDL cholesterol | 3.7% | 3.3% | 3.6% |
| HDL cholesterol, mmol L−1 | 1.5 (1.2–1.8) | 1.4 (1.2–1.7) | 1.4 (1.2–1.7) |
| HDL cholesterol < 1.1 | 11.8% | 13.3% | 13.2% |
| 1.1 ≤ HDL cholesterol | 88.2% | 86.7% | 86.8% |
| Total cholesterol, mmol L−1 | 4.4 (3.8–4.9) | 4.4 (3.8–5.0) | 4.4 (3.8–5.0) |
| Total cholesterol < 4.5 | 54.8% | 55.1% | 54.4% |
| Total cholesterol ≥ 4.5 | 45.2% | 44.9% | 45.6% |
| Triglyceride, mmol L−1 | 0.90 (0.60–1.30) | 0.90 (0.62–1.26) | 0.90 (0.65–1.29) |
| Triglyceride < 1.7 | 85.7% | 86.5% | 86.2% |
| 1.7 ≤ Triglyceride | 14.3% | 13.5% | 13.8% |
| HbA1c, mmol mol−1 | 58 (49–70) | 61 (51–71) | 61 (52–72) |
| HbA1c < 48 | 21.2% | 17.0% | 16.6% |
| 48 ≤ HbA1c < 58 | 27.6% | 24.7% | 23.8% |
| 58 ≤ HbA1c < 70 | 25.8% | 30.0% | 30.6% |
| 70 ≤ HbA1c | 25.4% | 28.3% | 29.1% |
| BMI | 18.9 (16.6–23.1) | 23.4 (21.4–26.1) | 23.2 (21.1–26.0) |
| Normal 18.5–24.9 | 83.1% | 65.4% | 66.3% |
| Overweight 25–29.9 | 11.3% | 25.6% | 25.0% |
| Obese ≥ 30 | 5.6% | 9.0% | 8.7% |
| Nonsmokers | 95.2% | 91.4% | 91.5% |
| Smokers | 4.8% | 8.6% | 8.5% |
| Physical activity; daily | 22.2% | 17.7% | 17.3% |
| Physical activity; 3–5 times week−1 | 31.1% | 32.9% | 33.7% |
| Physical activity; 1–2 times week−1 | 31.7% | 26.8% | 27.3% |
| Physical activity; <1 times week−1 | 8.3% | 14.0% | 13.4% |
| Physical activity; never | 6.6% | 8.6% | 8.3% |
| Insulin method; injection | 81.4% | 81.2% | 79.3% |
| Insulin method; pump | 18.6% | 18.8% | 20.7% |
| ASA; no | 98.9% | 99.2% | 99.3% |
| ASA; yes | 1.1% | 0.8% | 0.7% |
| Antihypertensive; no | 95.6% | 96.7% | 97.2% |
| Antihypertensive; yes | 4.4% | 3.3% | 2.8% |
| Lipid‐lowering drug; no | 97.5% | 97.2% | 97.5% |
| Lipid‐lowering drug; yes | 2.5% | 2.8% | 2.5% |
|
Normal blood pressure, Systolic blood pressure < 140 mmHg | 95.8% | 96.4% | 95.9% |
|
Hypertension, Systolic blood pressure > 140 mmHg | 4.2% | 3.6% | 4.1% |
| eGFR, mL min−1 | 109 (92–131) | 111 (97–128) | 111 (98–128) |
| eGFR < 30 | 0.14% | 0.07% | 0.03% |
| 30 ≤ eGFR < 45 | 0.17% | 0.05% | 0.06% |
| 45 ≤ eGFR < 60 | 0.83% | 0.25% | 0.23% |
| 60 ≤ eGFR < 90 | 21.44% | 14.15% | 13.63% |
| eGFR ≥ 90 | 77.42% | 85.47% | 86.06% |
ASA, acetylsalicylic acid; BMI, body mass index; eGFR, estimated glomerular filtration rate; HbA1c, glycated haemoglobin 1c; HDL cholesterol, high‐density lipoprotein cholesterol; LDL, cholesterol, low‐density lipoprotein cholesterol.
Yrs, years.
isoBMI was calculated for individuals with age under 18 years according to reference [14]. Continuous variables are presented as medians and interquartile range and categorical variables as proportions.
Fig. 1Crude survival curves illustrated the accumulated risk of retinopathy (a) and nephropathy (b) based on these observed time intervals in young people with type 1 diabetes. (low‐density lipoprotein, LDL)
Number of events, event rate and relative risks for any retinopathy, that is mild to severe retinopathy, and nephropathy, that is microalbuminuria or macroalbuminuria, in children and adults with type 1 diabetes
| Exposure (mmol L−1) | Events ( | Event rate 100 person‐yrs | Crude HR | HR adjusted for sex and age | HR adjusted |
|---|---|---|---|---|---|
| Retinopathy | |||||
| LDL < 2.6 | 2259 | 6.77 (6.49–7.05) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 1295 | 7.76 (7.34–8.18) |
1.15 (1.07–1.23)
|
1.12 (1.04–1.20)
|
1.13 (1.03–1.23)
|
| 3.4 ≤ LDL < 4.1 | 429 | 8.61 (7.80–9.43) |
1.26 (1.14–1.40)
|
1.21 (1.09–1.34)
|
1.16 (1.02–1.32)
|
| LDL ≥ 4.1 | 168 | 9.21 (7.82–10.60) |
1.37 (1.17–1.60)
|
1.33 (1.13–1.55)
|
1.18 (0.99–1.41)
|
| PPDR/PDR/laser photocoagulation vs. non/simplex | |||||
| LDL < 2.6 | 171 | 0.38 (0.32–0.43) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 124 | 0.53 (0.44–0.62) |
1.39 (1.11–1.76)
|
1.34 (1.06–1.69)
|
1.02 (0.76–1.37)
|
| 3.4 ≤ LDL < 4.1 | 41 | 0.56 (0.39–0.73) |
1.42 (1.01–2.01)
|
1.29 (0.92–1.82)
|
0.82 (0.55–1.24)
|
| LDL ≥ 4.1 | 18 | 0.63 (0.34–0.92) |
1.61 (0.99–2.61)
|
1.53 (0.94–2.49)
|
0.80 (0.47–1.38)
|
| PDR/laser photocoagulation vs. non/simplex/PPDR | |||||
| LDL < 2.6 | 53 | 0.12 (0.08–0.15) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 33 | 0.14 (0.09–0.19) |
1.20 (0.77–1.85)
|
1.11 (0.72–1.72)
|
0.90 (0.52–1.56)
|
| 3.4 ≤ LDL < 4.1 | 13 | 0.18 (0.08–0.27) |
1.46 (0.79–2.68)
|
1.28 (0.70–2.36)
|
0.94 (0.45–1.96)
|
| LDL ≥ 4.1 | 7 | 0.25 (0.06–0.43) |
2.00 (0.91–4.41)
|
1.83 (0.83–4.04)
|
1.10 (0.44–2.75)
|
| Nephropathy | |||||
| LDL < 2.6 | 513 | 1.11 (1.02–1.21) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 334 | 1.44 (1.29–1.60) |
1.30 (1.13–1.49)
|
1.25 (1.09–1.43)
|
1.15 (0.96–1.37)
|
| 3.4 ≤ LDL < 4.1 | 132 | 1.79 (1.49–2.10) |
1.61 (1.33–1.94)
|
1.53 (1.27–1.86)
|
1.30 (1.03–1.65)
|
| LDL ≥ 4.1 | 69 | 2.45 (1.87–3.03) |
2.20 (1.71–2.82)
|
2.07 (1.61–2.66)
|
1.41 (1.05–1.89)
|
| Microalbuminuria | |||||
| LDL < 2.6 | 483 | 1.04 (0.94–1.13) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 310 | 1.33 (1.18–1.48) |
1.28 (1.11–1.48)
|
1.24 (1.07–1.43)
|
1.16 (0.97–1.39)
|
| 3.4 ≤ LDL < 4.1 | 124 | 1.64 (1.35–1.93) |
1.57 (1.29–1.92)
|
1.51 (1.24–1.84)
|
1.30 (1.02–1.66)
|
| LDL ≥ 4.1 | 64 | 2.30 (1.74–2.86) |
2.20 (1.70–2.86)
|
2.07 (1.60–2.69)
|
1.46 (1.08–1.98)
|
| Macroalbuminuria | |||||
| LDL < 2.6 | 85 | 0.18 (0.14–0.22) | REF | REF | REF |
| 2.6 ≤ LDL < 3.4 | 64 | 0.26 (0.20–0.33) |
1.47 (1.06–2.03)
|
1.41 (1.02–1.95)
|
1.04 (0.69–1.58)
|
| 3.4 ≤ LDL < 4.1 | 27 | 0.35 (0.22–0.48) |
1.95 (1.26–3.01)
|
1.83 (1.18–2.82)
|
1.25 (0.73–2.13)
|
| LDL ≥ 4.1 | 18 | 0.59 (0.32 −0.86) |
3.29 (1.98–5.47)
|
3.09 (1.85–5.14)
|
1.79 (0.97–3.28)
|
HR; hazard ratio; PDR; proliferative diabetes retinopathy; PPDR; preproliferative diabetes retinopathy.
Defined as any of; simplex retinopathy/PPDR/PDR/laser.
Defined as any of microalbuminuria or macroalbuminuria.