| Literature DB >> 32492838 |
Takuya Yamaoka1, Atsushi Araki1, Yoshiaki Tamura1, Shiro Tanaka2, Kazuya Fujihara3, Chika Horikawa3,4, Rei Aida2, Chiemi Kamada5, Yukio Yoshimura5, Tatsumi Moriya6, Yasuo Ohashi7, Yasuo Akanuma8, Hideki Ito1, Hirohito Sone3.
Abstract
The aim of this study was to investigate the association between protein intake and mortality risk in patients with type 2 diabetes. We analyzed a pooled data of 2494 diabetic patients from two prospective longitudinal studies. Nutritional intake was assessed using a Food Frequency Questionnaire at baseline. Protein intake per body weight (kg) per day was categorized into quartile groups. Adjusted hazard ratios (HRs) and 95% confidence interval (CI) were calculated using Cox regression analysis. During the six-year follow-up, there were 152 incidents of all-cause mortality. The HR for mortality in the lowest quartile of protein intake per body weight compared with the highest quartile was 2.26 (95% CI: 1.34-3.82, p = 0.002) after adjustment for covariates. Subgroup analyses revealed significant associations between low protein intake and mortality in patients aged over 75 years or under 65 years. After further adjustment of the total energy intake, a significant association between protein intake and mortality remained in patients aged ≥ 75 years, whereas the association was attenuated in those aged < 65 years. Our results suggest that adequate protein intake is necessary in older diabetic patients over 75 years, whereas with diabetes, whereas whole optimal total energy intake is required in younger patients with type 2 diabetes.Entities:
Keywords: aging; diabetes; mortality; nutritional support; protein intake
Mesh:
Substances:
Year: 2020 PMID: 32492838 PMCID: PMC7352318 DOI: 10.3390/nu12061629
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Baseline clinical characteristics of 2494 patients with type 2 diabetes according to quartiles of protein intake.
| Q1 | Q2 | Q3 | Q4 | ||
|---|---|---|---|---|---|
| Age (years) | 63.2 ± 9.0 | 63.1 ± 9.2 | 63.7 ± 8.8 | 63.8 ± 8.3 | 0.38 |
| Women (%) | 38.3 | 50.9 | 51.9 | 58.9 | <0.01 |
| HbA1c (%) | 7.9 ± 1.1 | 7.9 ± 1.1 | 8.0 ± 1.2 | 8.0 ± 1.2 | 0.36 |
| Duration of diabetes (years) ( | 10.6 ± 7.1 | 11 ± 6.9 | 11.1 ± 7.6 | 12.1 ± 7.7 | 0.01 |
| Body mass index (kg/m2) ( | 24.9 ± 3.2 | 23.7 ± 3.0 | 22.9 ± 2.8 | 21.7 ± 2.8 | <0.01 |
| Systolic blood pressure (mmHg) | 134.6 ± 15.4 | 134.5 ± 16.6 | 132.8 ± 15.9 | 132.0 ± 16.9 | <0.01 |
| LDL cholesterol (mg/dL) ( | 121.2 ± 32 | 125.7 ± 31.3 | 120.8 ± 33.4 | 119.0 ± 30.4 | <0.01 |
| Ex- or current | 29.8 | 26.1 | 18.4 | 19.8 | <0.01 |
| Alcohol intake (%) | 39.3 | 37.3 | 34.0 | 30.7 | 0.01 |
| Exercise (%) | 55.9 | 59.9 | 61.5 | 60.4 | 0.22 |
| Urine albumin creatinine ratio * | 23.0(10.7–68.3) | 21.2 (9.8–65.1) | 20.1 (9.7–58.6) | 19.0 (9.4–53.3) | 0.17 ** |
| eGFR (mL/min/1.73 m2) | 78.0 ± 31.0 | 79.4 ± 28.1 | 80.6 ± 29.0 | 80.2 ± 25.2 | 0.40 |
| History of cardiovascular disease | 41/621 (6.6%) | 44/623 (7.1%) | 34/619 (5.5%) | 34/617 (5.5%) | 0.57 |
| History of stroke ( | 38/621 (6.1%) | 31/622 (5.0%) | 25/619 (4.0%) | 28/617 (4.5%) | 0.37 |
| Protein intake (g/day/kg BW) | 0.8 ± 0.1 | 1.0 ± 0.1 | 1.3 ± 0.1 | 1.7 ± 0.3 | <0.01 |
| Protein energy ratio (%) | 13.8 ± 1.8 | 15.1 ± 1.9 | 16.1 ± 1.8 | 17.5 ± 2.2 | <0.01 |
| Carbohydrate intake (g/day/kg BW) | 3.3 ± 0.7 | 3.8 ± 0.7 | 4.4 ± 0.8 | 5.0 ± 1.0 | <0.01 |
| Carbohydrate energy ratio (%) | 58.4 ± 6.7 | 55.6 ± 6.0 | 54.2 ± 5.4 | 51.1 ± 6.0 | <0.01 |
| Fat intake (g/day/kg BW) | 0.6 ± 0.2 | 0.8 ± 0.2 | 1.0 ± 0.2 | 1.3 ± 0.3 | <0.01 |
| Fat energy ratio (%) | 24.1 ± 5.1 | 26.2 ± 4.5 | 27.5 ± 4.3 | 29.4 ± 4.7 | <0.01 |
| Total energy intake (kcal/day) | 1410.9 ± 258.2 | 1622.0 ± 287.5 | 1818.8 ± 306.3 | 2071.6 ± 384.5 | <0.01 |
| Total energy intake (g/day/kg BW) | 22.3 ± 3.6 | 27.5 ± 3.5 | 32.0 ± 3.9 | 39.5 ± 6.6 | <0.01 |
Data are mean ± SD or n (%). * Median (Interquartile range) is shown; ** p-value for Kruskal-Wallis one-way analysis of variance. BW, body weight; HbA1c, hemoglobin A1c; Cr, creatinine.
Cox regression analysis of quartiles of protein intake and all-cause mortality.
| Q1 | Q2 | Q3 | Q4 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| Reference | |||
| Model 1 | 152 | 1.83 (1.17–2.84) |
| 1.28 (0.80–2.05) | 0.302 | 0.89 (0.53–1.49) | 0.654 | 1 |
|
| Model 2 | 142 | 1.95 (1.18–3.21) |
| 1.43 (0.87–2.36) | 0.155 | 0.79 (0.46–1.37) | 0.405 | 1 |
|
| Model 3 | 135 | 2.26 (1.34–3.82) |
| 1.73 (1.03–2.91) |
| 0.92 (0.52–1.64) | 0.785 | 1 |
|
| Model 4 | 135 | 1.93 (0.87–4.26) | 0.106 | 1.56 (0.82–2.98) | 0.177 | 0.87 (0.47–1.61) | 0.665 | 1 |
|
n *: event number; model 1: crude model; model 2: adjusted for age, sex, BMI, HbA1c, SBP, LDL cholesterol, smoking, and alcohol intake; model 3: model 2 + UACR, eGFR, and exercise; model 4: model + energy intake. BW, body weight; CI, confidence interval; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; HR, hazard ratio; SBP, systolic blood pressure; UACR, urine albumin creatinine ratio. Bold values denote statistical significance at the p < 0.05 level.
Figure 1Survival curve of quartile groups by protein intake in patients with diabetes mellitus.
Subgroup analyses of association between quartiles of protein intake and all-cause mortality in patients with type 2 diabetes.
| Q1 | Q2 | Q3 | Q4 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| Reference | |||
|
| |||||||||
| Model 1 | 98 | 1.75 (0.98–3.13) | 0.058 | 1.31 (0.7–2.45) | 0.399 | 0.93 (0.47–1.84) | 0.834 | 1 |
|
| Model 2 | 91 | 2.04 (1.07–3.86) |
| 1.43 (0.74–2.77) | 0.290 | 0.79 (0.38–1.65) | 0.539 | 1 |
|
| Model 3 | 87 | 2.19 (1.12–4.28) |
| 1.61 (0.82–3.17) | 0.170 | 0.92 (0.43–1.93) | 0.817 | 1 |
|
| Model 4 | 87 | 1.43 (0.54–3.77) | 0.475 | 1.22 (0.54–2.75) | 0.634 | 0.8 (0.37–1.75) | 0.582 | 1 | 0.335 |
|
| |||||||||
| Model 1 | 54 | 1.51 (0.73–3.12) | 0.271 | 1.14 (0.56–2.34) | 0.712 | 0.77 (0.35–1.72) | 0.526 | 1 | 0.209 |
| Model 2 | 51 | 1.88 (0.81–4.37) | 0.143 | 1.59 (0.74–3.43) | 0.235 | 0.85 (0.36–1.98) | 0.702 | 1 | 0.081 |
| Model 3 | 48 | 2.35 (0.99–5.58) | 0.053 | 2.13 (0.95–4.77) | 0.068 | 1.00 (0.40–2.48) | 0.993 | 1 |
|
| Model 4 | 48 | 4.22 (1.04–17.16) |
|
|
| 1.29 (0.45–3.64) | 0.636 | 1 |
|
|
| |||||||||
| Model 1 | 27 | 2.51 (0.86–7.34) | 0.094 | 1.87 (0.63–5.57) | 0.263 | 0.48 (0.11–2.00) | 0.311 | 1 |
|
| Model 2 | 27 | 4.38 (1.22–15.8) |
| 2.16 (0.66–7.09) | 0.206 | 0.62 (0.14–2.70) | 0.521 | 1 |
|
| Model 3 | 25 | 5.59 (1.45–21.55) |
| 2.63 (0.71–9.84) | 0.150 | 0.83 (0.17–3.93) | 0.810 | 1 |
|
| Model 4 | 25 | 15.3 (2.17–107.3) |
|
|
| 1.05 (0.21–5.23) | 0.950 | 1 |
|
|
| |||||||||
| Model 1 | 71 | 1.33 (0.73–2.42) | 0.347 | 0.85 (0.43–1.7) | 0.649 | 0.71 (0.35–1.43) | 0.336 | 1 | 0.261 |
| Model 2 | 62 | 1.33 (0.66–2.69) | 0.427 | 0.84 (0.4–1.79) | 0.654 | 0.57 (0.26–1.26) | 0.163 | 1 | 0.280 |
| Model 3 | 59 | 1.27 (0.62–2.64) | 0.513 | 0.88 (0.41–1.89) | 0.750 | 0.52 (0.23–1.19) | 0.122 | 1 | 0.333 |
| Model 4 | 59 | 1.03 (0.31–3.38) | 0.962 | 0.77 (0.29–2.04) | 0.598 | 0.48 (0.2–1.18) | 0.111 | 1 | 0.720 |
|
| |||||||||
| Model 1 | 46 | 2.67 (1.04–6.89) |
| 2.14 (0.82–5.56) | 0.120 | 1.93 (0.71–5.21) | 0.196 | 1 |
|
| Model 2 | 45 | 2.67 (0.98–7.30) | 0.055 | 2.36 (0.88–6.32) | 0.087 | 1.80 (0.65–5.03) | 0.259 | 1 |
|
| Model 3 | 44 | 3.33 (1.11–10.02) |
| 2.86 (0.96–8.52) | 0.060 | 2.31 (0.75–7.10) | 0.144 | 1 |
|
| Model 4 | 44 | 1.32 (0.29–5.93) | 0.715 | 1.53 (0.42–5.55) | 0.518 | 1.71 (0.53–5.50) | 0.372 | 1 | 0.924 |
|
| |||||||||
| Model 1 | 105 | 1.72 (1.03–2.87) |
| 1.28 (0.75–2.18) | 0.364 | 0.54 (0.27–1.06) | 0.071 | 1 |
|
| Model 2 | 100 | 1.70 (0.95–3.04) | 0.073 | 1.42 (0.81–2.49) | 0.226 | 0.52 (0.26–1.06) | 0.071 | 1 |
|
| Model 3 | 96 | 1.99 (1.08–3.66) |
| 1.65 (0.92–2.98) | 0.095 | 0.64 (0.31–1.32) | 0.227 | 1 |
|
| Model 4 | 96 | 1.79 (0.68–4.74) | 0.241 | 1.55 (0.72–3.31) | 0.261 | 0.62 (0.29–1.33) | 0.220 | 1 | 0.099 |
|
| |||||||||
| Model 1 | 47 | 2.33 (0.97–5.62) | 0.060 | 1.28 (0.48–3.43) | 0.625 | 2.15 (0.87–5.32) | 0.099 | 1 | 0.147 |
| Model 2 | 42 | 2.86 (1.03–7.91) |
| 1.51 (0.52–4.35) | 0.446 | 1.90 (0.69–5.25) | 0.213 | 1 | 0.067 |
| Model 3 | 39 | 3.26 (1.09–9.78) |
| 1.85 (0.60–5.7) | 0.286 | 1.94 (0.64–5.91) | 0.241 | 1 |
|
| Model 4 | 39 | 2.44 (0.55–10.73) | 0.239 | 1.51 (0.41–5.64) | 0.539 | 1.76 (0.55–5.62) | 0.342 | 1 | 0.303 |
|
| |||||||||
| Model 1 | 69 | 2.22 (1.16–4.25) |
| 1.05 (0.50–2.21) | 0.890 | 0.79 (0.36–1.77) | 0.574 | 1 |
|
| Model 2 | 65 | 4.00 (1.85–8.67) |
| 1.51 (0.68–3.35) | 0.311 | 0.86 (0.36–2.09) | 0.746 | 1 |
|
| Model 3 | 62 | 5.04 (2.30–11.04) |
| 1.90 (0.84–4.30) | 0.126 | 0.94 (0.37–2.38) | 0.895 | 1 |
|
| Model 4 | 62 | 3.00 (0.89–10.09) | 0.076 | 1.33 (0.48–3.73) | 0.583 | 0.79 (0.30–2.11) | 0.642 | 1 |
|
|
| |||||||||
| Model 1 | 83 | 1.49 (0.81–2.74) | 0.202 | 1.46 (0.8–2.67) | 0.222 | 0.96 (0.49–1.88) | 0.904 | 1 | 0.103 |
| Model 2 | 77 | 1.13 (0.57–2.25) | 0.732 | 1.39 (0.73–2.65) | 0.311 | 0.79 (0.38–1.60) | 0.507 | 1 | 0.414 |
| Model 3 | 73 | 1.17 (0.56–2.44) | 0.669 | 1.55 (0.79–3.04) | 0.203 | 0.92 (0.44–1.92) | 0.821 | 1 | 0.408 |
| Model 4 | 73 | 1.14 (0.40–3.30) | 0.803 | 1.52 (0.66–3.52) | 0.324 | 0.91 (0.42–1.99) | 0.814 | 1 | 0.583 |
|
| |||||||||
| Model 1 | 71 | 1.53 (0.37–6.32) | 0.554 | 0.88 (0.2–3.84) | 0.867 | 0.93 (0.19–4.46) | 0.924 | 1 | 0.080 |
| Model 2 | 66 | 1.03 (0.22–4.85) | 0.969 | 0.80 (0.17–3.72) | 0.777 | 0.68 (0.13–3.57) | 0.648 | 1 | 0.452 |
| Model 3 | 63 | 0.74 (0.16–3.52) | 0.707 | 0.68 (0.15–3.21) | 0.629 | 0.58 (0.11–3.06) | 0.519 | 1 | 0.840 |
|
| |||||||||
| Model 1 | 41 | 1.25 (0.44–3.55) | 0.680 | 1.60 (0.66–3.86) | 0.295 | 1.02 (0.39–2.68) | 0.969 | 1 | 0.388 |
| Model 2 | 39 | 1.37 (0.33–5.73) | 0.671 | 1.55 (0.53–4.52) | 0.418 | 0.91 (0.32–2.55) | 0.850 | 1 | 0.425 |
| Model 3 | 37 | 1.82 (0.42–8.01) | 0.425 | 1.96 (0.64–6.07) | 0.240 | 1.04 (0.34–3.15) | 0.943 | 1 | 0.246 |
|
| |||||||||
| Model 1 | 40 | 0.57 (0.08–4.26) | 0.587 | 1.23 (0.52–2.87) | 0.640 | 0.74 (0.35–1.56) | 0.427 | 1 | 0.839 |
| Model 2 | 37 | 0.91 (0.11–7.58) | 0.930 | 1.30 (0.48–3.52) | 0.599 | 0.66 (0.29–1.52) | 0.329 | 1 | 0.936 |
| Model 3 | 35 | 1.01 (0.12–8.54) | 0.996 | 1.48 (0.54–4.06) | 0.451 | 0.78 (0.34–1.83) | 0.572 | 1 | 0.698 |
|
| |||||||||
| Model 1 | 54 | 2.72 (1.25–5.94) |
| 1.47 (0.62–3.50) | 0.379 | 1.42 (0.60–3.37) | 0.426 | 1 |
|
| Model 2 | 51 | 2.76 (1.19–6.42) |
| 1.60 (0.66–3.88) | 0.295 | 1.26 (0.51–3.12) | 0.620 | 1 |
|
| Model 3a | 48 | 4.32 (1.60–11.64) |
| 2.57 (0.92–7.21) | 0.072 | 2.14 (0.75–6.12) | 0.155 | 1 |
|
| Model 4a | 48 | 2.20 (0.53–9.06) | 0.276 | 1.66 (0.49–5.62) | 0.418 | 1.73 (0.58–5.18) | 0.330 | 1 | 0.341 |
|
| |||||||||
| Model 1 | 98 | 1.38 (0.81–2.37) | 0.239 | 1.13 (0.65–1.98) | 0.665 | 0.66 (0.34–1.28) | 0.217 | 1 | 0.085 |
| Model 2 | 91 | 1.58 (0.84–2.96) | 0.153 | 1.35 (0.74–2.47) | 0.334 | 0.61 (0.30–1.24) | 0.174 | 1 |
|
| Model 3a | 87 | 1.68 (0.88–3.22) | 0.115 | 1.50 (0.81–2.78) | 0.192 | 0.61 (0.30–1.27) | 0.188 | 1 |
|
| Model 4a | 87 | 1.92 (0.72–5.15) | 0.196 | 1.64 (0.75–3.58) | 0.217 | 0.64 (0.30–1.39) | 0.261 | 1 | 0.075 |
|
| |||||||||
| Model 1 | 51 | 1.31 (0.64–2.68) | 0.462 | 0.72 (0.32–1.62) | 0.424 | 0.90 (0.41–1.99) | 0.803 | 1 | 0.596 |
| Model 2 | 47 | 2.00 (0.89–4.50) | 0.093 | 1.05 (0.45–2.47) | 0.909 | 0.78 (0.32–1.91) | 0.589 | 1 | 0.088 |
| Model 3 | 46 | 2.44 (1.04–5.69) |
| 1.34 (0.54–3.28) | 0.526 | 1.02 (0.40–2.55) | 0.974 | 1 |
|
| Model 4 | 46 | 1.88 (0.49–7.17) | 0.357 | 1.13 (0.36–3.47) | 0.837 | 0.93 (0.35–2.49) | 0.891 | 1 | 0.354 |
|
| |||||||||
| Model 1 | 47 | 3.20 (1.28–8.01) |
| 2.21 (0.84–5.81) | 0.108 | 1.52 (0.54–4.26) | 0.430 | 1 |
|
| Model 2 | 46 | 2.31 (0.87–6.15) | 0.093 | 1.87 (0.69–5.05) | 0.216 | 1.39 (0.48–3.97) | 0.543 | 1 | 0.065 |
| Model 3 | 44 | 1.93 (0.70–5.34) | 0.204 | 1.80 (0.66–4.93) | 0.250 | 1.17 (0.40–3.43) | 0.772 | 1 | 0.123 |
| Model 4 | 44 | 1.16 (0.26–5.28) | 0.846 | 1.33 (0.40–4.45) | 0.647 | 0.98 (0.31–3.07) | 0.969 | 1 | 0.731 |
n *: event number; model 1: crude model; model 2: adjusted for age, sex, body mass index, HbA1c, SBP, LDL cholesterol, smoking, and alcohol intake; model 3: model 2 + UACR, eGFR, and exercise; model 3a: model 2 + UACR and exercise; model 4: model 3 + energy intake; model 4a: model 3a + energy intake. In subgroup analyses of age, sex, HbA1c, or eGFR, the variables were excluded, respectively. Bold values denote statistical significance at the p < 0.05 level.
Figure 2(a) Association between protein intake and all-cause mortality by age groups after adjustment for age, sex, body mass index (BMI), hemoglobin A1c (HbA1c), systolic blood pressure (SBP), low-density lipoprotein (LDL) cholesterol, smoking, alcohol intake, urine albumin creatinine ratio (UACR), estimated glomerular filtration rate (eGFR), and exercise (model 3). (b) Association between protein intake and all-cause mortality by age groups after further adjustment for total energy intake (model 4).(c) Association between protein intake and all-cause mortality by age groups after further adjustment for carbohydrate intake (model 5). *p <0.05, **p <0.01 vs Q4.
Association between animal or vegetable protein and all-cause mortality in patients with type 2 diabetes.
| Q1 | Q2 | Q3 | Q4 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| HR(95% CI) |
| HR (95% CI) |
| HR (95% CI) |
| HR | |||
|
| |||||||||
| <4.2 g/kg BW | 4.2–5.8 g/kg BW | 5.8–7.4 g/kg BW | >7.4 g/kg BW | ||||||
| Model 1 | 149 | 1.70 (1.10–2.64) |
| 1.18 (0.74–1.88) | 0.494 | 0.87 (0.52–1.43) | 0.573 | 1 |
|
| Model 2 | 139 | 1.58 (0.96–2.59) | 0.070 | 1.18 (0.71–1.96) | 0.517 | 0.87 (0.51–1.47) | 0.603 | 1 |
|
| Model 3 | 132 | 1.69 (1.01–2.83) |
| 1.34 (0.79–2.27) | 0.271 | 0.99 (0.57–1.71) | 0.965 | 1 |
|
| Model 4 | 132 | 1.21 (0.66–2.22) | 0.531 | 1.05 (0.59–1.86) | 0.869 | 0.85 (0.48–1.50) | 0.575 | 1 | 0.359 |
|
| |||||||||
| <4.2 g/kg BW | 4.2–6.1 g/kg BW | 6.1–8.4 g/kg BW | >8.4 g/kg BW | ||||||
| Model 1 | 150 | 2.32 (1.43–3.78) |
| 1.85 (1.12–3.06) |
| 1.43 (0.84–2.42) | 0.184 | 1 |
|
| Model 2 | 140 | 2.21 (1.30–3.75) |
| 1.77 (1.03–3.02) |
| 1.35 (0.78–2.35) | 0.286 | 1 |
|
| Model 3 | 133 | 2.32 (1.35–3.98) |
| 1.88 (1.09–3.25) |
| 1.27 (0.72–2.26) | 0.412 | 1 |
|
| Model 4 | 133 | 1.92 (1.07–3.43) |
| 1.65 (0.94–2.91) | 0.082 | 1.22 (0.68–2.17) | 0.501 | 1 |
|
n *: event number; model 1: crude model; model 2: adjusted for age, sex, body mass index, HbA1c, SBP, LDL cholesterol, smoking, and alcohol intake; model 3: model 2 +UACR, eGFR, and exercise; model 4: model 3+ total energy intake. Bold values denote statistical significance at the p < 0.05 level.
Figure 3Changes in eGFR-creatinine (eGFR-Cre) in the quartile group of protein intake during the 6-year follow-up period.