| Literature DB >> 35073925 |
Yang Yang1, Nianchun Peng1, Gang Chen2, Qin Wan3, Li Yan4, Guixia Wang5, Yingfen Qin6, Zuojie Luo6, Xulei Tang7, Yanan Huo8, Ruying Hu9, Zhen Ye9, Guijun Qin10, Zhengnan Gao11, Qing Su12, Yiming Mu13, Jiajun Zhao14, Lulu Chen15, Tianshu Zeng15, Xuefeng Yu16, Qiang Li17, Feixia Shen18, Li Chen19, Yinfei Zhang20, Youmin Wang21, Huacong Deng22, Chao Liu23, Shengli Wu24, Tao Yang25, Mian Li26,27, Yu Xu26,27, Min Xu26,27, Zhiyun Zhao26,27, Tiange Wang26,27, Jieli Lu26,27, Yufang Bi26,27, Weiqing Wang26,27, Guang Ning26,27, Qiao Zhang28,29, Lixin Shi30,31.
Abstract
BACKGROUND: Whether smoking modifies the associations of diabetes and risk factor management with subsequent risk of cardiovascular disease (CVD), and whether the smoking related CVD risk differs among people with and without diabetes are unclear. This study aimed to examine the associations and interactions of smoking, diabetes, and risk factor management in relation to incident CVD.Entities:
Keywords: Diabetes; Risk factor management; Risk of cardiovascular disease; Smoking
Mesh:
Year: 2022 PMID: 35073925 PMCID: PMC8787903 DOI: 10.1186/s12933-022-01447-2
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of participants according to smoking status
| Characteristic | Current smokers | Former smokers | Never smokers | ||
|---|---|---|---|---|---|
| Quit for < 4 years | Quit for 4- < 8 years | Quit for ≥ 8 years | |||
| Number of participants | 19,397 | 2405 | 848 | 2796 | 100,735 |
| Age, year | 55.8 (8.6) | 58.2 (8.9) | 59.4 (8.5) | 60.7 (9.1) | 56.4 (9.0) |
| Men, n (%) | 18,230 (94.0) | 2247 (93.4) | 800 (94.3) | 2684 (96.0) | 19,609 (19.5) |
| High school or further education, n (%) | 6761 (34.9) | 953 (39.6) | 372 (43.9) | 1237 (44.2) | 36,787 (36.5) |
| Family history of diabetes, n (%) | 2310 (11.9) | 305 (12.7) | 104 (12.3) | 370 (13.2) | 13,292 (13.2) |
| Family history of CVD, n (%) | 2575 (13.3) | 332 (13.8) | 137 (16.2) | 416 (14.9) | 17,491 (17.4) |
| BMI, kg/m2 | 24.4 (3.5) | 25.0 (3.5) | 25.3 (3.5) | 25.3 (3.6) | 24.6 (3.6) |
| Passive smoking exposure in childhood, n (%) | 11,708 (60.4) | 1450 (60.3) | 491 (57.9) | 1642 (58.7) | 45,019 (44.7) |
| Passive smoking exposure in adulthood, n (%) | 7536 (38.9) | 770 (32.0) | 249 (29.4) | 886 (31.7) | 36,188 (35.9) |
| Fruits and vegetables intake, cup/day | 3.9 (3.6) | 4.2 (4.0) | 4.7 (6.5) | 5.2 (26.9) | 4.2 (5.6) |
| Physical activity, n (%) | |||||
| Active | 11,474 (59.2) | 1609 (66.9) | 607 (71.6) | 2078 (74.3) | 65,414 (64.9) |
| Insufficiently active | 7425 (38.3) | 734 (30.5) | 224 (26.4) | 671 (24.0) | 32,590 (32.4) |
| Inactive | 498 (2.6) | 62 (2.6) | 17 (2.0) | 47 (1.7) | 2731 (2.7) |
| Alcohol consumption, g/day | 24.8 (45.1) | 21.3 (44.6) | 20.1 (40.7) | 18.3 (36.2) | 2.3 (13.7) |
| Glucose profile | |||||
| Fasting glucose, mg/dL | 108.6 (32.4) | 112.0 (33.2) | 114.4 (33.0) | 113.3 (34.2) | 106.6 (28.6) |
| OGTT-2 h glucose, mg/dL | 143.9 (73.9) | 154.7 (76.5) | 164.5 (77.3) | 160.0 (78.6) | 147.8 (66.8) |
| HbA1c, % | 6.0 (1.1) | 6.1 (1.2) | 6.2 (1.2) | 6.2 (1.1) | 6.0 (1.0) |
| Blood pressure | |||||
| SBP, mm Hg | 132.9 (20.0) | 136.3 (20.3) | 136.9 (18.7) | 136.7 (20.0) | 132.6 (20.9) |
| DBP, mm Hg | 79.8 (11.5) | 80.7 (11.3) | 81.6 (11.2) | 80.8 (11.2) | 78.0 (11.0) |
| Lipid profile | |||||
| LDL cholesterol, mg/dL | 108.1 (32.3) | 108.4 (33.1) | 105.7 (33.3) | 108.5 (33.6) | 112.2 (34.2) |
| HDL cholesterol, mg/dL | 49.3 (15.0) | 48.3 (14.1) | 47.5 (14.7) | 47.6 (13.1) | 52.5 (13.8) |
| Triglycerides, mg/dL | 158.6 (132.8) | 154.4 (120.5) | 157.9 (130.4) | 148.5 (109.5) | 142.0 (103.4) |
| Total cholesterol, mg/dL | 187.3 (42.2) | 186.4 (44.0) | 182.6 (43.4) | 185.0 (44.1) | 193.5 (44.2) |
| eGFR, mL/min/1.73m2 | 95.6 (13.2) | 92.7 (14.3) | 91.1 (14.9) | 89.8 (15.2) | 93.6 (13.4) |
Values are mean (SD) for continuous variables and number (proportion) for categorical variables. Overall, the numbers of missing values are 120 for fasting glucose, 683 for OGTT-2 h glucose, 179 for HbA1c, 666 for SBP, 673 for DBP, 276 for LDL cholesterol, 278 for HDL cholesterol, 380 for triglycerides, 259 for total cholesterol, and 297 for eGFR. Percentages may not sum to 100% due to rounding
Association of smoking with CVD events among participants with and without diabetes
| Category | No. of participants | Person-years | Cases | HR (95% CI) | P for interactionc | ||
|---|---|---|---|---|---|---|---|
| Adjusted for CVD risk factorsa | Further adjusted for baseline BMI, and BMI change | Further adjusted for passive smokingb | |||||
| Diabetes | 0.034 | ||||||
| Never smokers | 22,764 | 81,515 | 943 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Former smokers | 1913 | 6889 | 112 | 1.15 (0.92–1.43) | 1.15 (0.92–1.43) | 1.15 (0.93–1.43) | |
| Current smokers | 4523 | 16,226 | 233 | 1.29 (1.08–1.54) | 1.29 (1.08–1.53) | 1.29 (1.08–1.54) | |
| No diabetes | |||||||
| Never smokers | 77,971 | 281,612 | 1604 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Former smokers | 4136 | 15,002 | 128 | 1.07 (0.88–1.30) | 1.06 (0.88–1.30) | 1.07 (0.88–1.30) | |
| Current smokers | 14,874 | 54,483 | 402 | 1.23 (1.07–1.41) | 1.24 (1.08–1.42) | 1.24 (1.09–1.43) | |
126,181 participants were included in the analysis
aAdjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), fruits and vegetables intake (< 4.5 cup/day, ≥ 4.5 cup/day), physical activity (active, insufficiently active, inactive), alcohol consumption, hypertension (yes, no), and dyslipidemia (yes, no)
bAdjusted for CVD risk factors as listed above, as well as baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood
cInteraction of diabetes with smoking status in relation to CVD events was adjusted for CVD risk factors as listed above, as well as baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood
Fig. 1Association of current smoking and smoking cessation with CVD events among participants with and without diabetes. A. Number of participants included in the analysis: 19,397 current smokers and 100,735 never smokers. Light smokers (n = 3020) referred to participants who smoked < 10 cigarettes per day, moderate smokers (n = 5051) referred to participants who smoked 10- < 20 cigarettes per day, and heavy smokers (n = 11,326) referred to participants who smoked ≥ 20 cigarettes per day. HRs (95% CIs) and P value were adjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), fruits and vegetables intake (< 4.5 cup/day, ≥ 4.5 cup/day), physical activity (active, insufficiently active, inactive), alcohol consumption, hypertension (yes, no), dyslipidemia (yes, no), baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood. B. Number of participants included in the analysis: 6,049 former smokers and 19,397 current smokers. HRs (95% CIs) and P value were adjusted for the same set of variables as shown in Panel A.
Association of diabetes, elevated fasting glucose, elevated OGTT-2 h glucose, and elevated HbA1c with CVD events among current, former, and never smokers
| Category | No. of participants | Person-years | Cases | HR (95% CI) | P for interactionc | ||
|---|---|---|---|---|---|---|---|
| Adjusted for CVD risk factorsa | Further adjusted for baseline BMI, and BMI change | Further adjusted for passive smokingb | |||||
| Diabetes | 0.034 | ||||||
| Current smokers | |||||||
| No diabetes | 14,874 | 54,483 | 402 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Diabetes | 4523 | 16,226 | 233 | 1.60 (1.35–1.89) | 1.61 (1.36–1.91) | 1.61 (1.36–1.91) | |
| Former smokers | |||||||
| No diabetes | 4136 | 15,002 | 128 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Diabetes | 1913 | 6889 | 112 | 1.67 (1.28–2.16) | 1.71 (1.31–2.22) | 1.70 (1.31–2.22) | |
| Never smokers | |||||||
| No diabetes | 77,971 | 281,612 | 1604 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Diabetes | 22,764 | 81,515 | 943 | 1.38 (1.27–1.50) | 1.37 (1.26–1.49) | 1.37 (1.26–1.49) | |
| Elevated fasting glucose | 0.11 | ||||||
| Current smokers | |||||||
| Fasting glucose < 126 mg/dL | 16,722 | 61,110 | 484 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Fasting glucose ≥ 126 mg/dL | 2653 | 9522 | 147 | 1.69 (1.40–2.05) | 1.71 (1.41–2.07) | 1.71 (1.41–2.07) | |
| Former smokers | |||||||
| Fasting glucose < 126 mg/dL | 4931 | 17,868 | 172 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Fasting glucose ≥ 126 mg/dL | 1110 | 3997 | 68 | 1.61 (1.21–2.15) | 1.66 (1.24–2.22) | 1.66 (1.24–2.22) | |
| Never smokers | |||||||
| Fasting glucose < 126 mg/dL | 89,021 | 321,598 | 2011 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| Fasting glucose ≥ 126 mg/dL | 11,624 | 41,208 | 532 | 1.47 (1.34–1.63) | 1.46 (1.33–1.61) | 1.46 (1.33–1.61) | |
| Elevated OGTT-2 h glucose | 0.28 | ||||||
| Current smokers | |||||||
| OGTT-2 h glucose < 200 mg/dL | 16,273 | 59,462 | 464 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| OGTT-2 h glucose ≥ 200 mg/dL | 3035 | 10,918 | 163 | 1.56 (1.30–1.88) | 1.57 (1.31–1.90) | 1.57 (1.31–1.90) | |
| Former smokers | |||||||
| OGTT-2 h glucose < 200 mg/dL | 4697 | 16,999 | 160 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| OGTT-2 h glucose ≥ 200 mg/dL | 1282 | 4646 | 75 | 1.44 (1.09–1.91) | 1.45 (1.10–1.93) | 1.45 (1.10–1.93) | |
| Never smokers | |||||||
| OGTT-2 h glucose < 200 mg/dL | 85,342 | 307,942 | 1844 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| OGTT-2 h glucose ≥ 200 mg/dL | 14,869 | 53,371 | 684 | 1.44 (1.32–1.58) | 1.43 (1.31–1.57) | 1.44 (1.31–1.58) | |
| Elevated HbA1c | 0.011 | ||||||
| Current smokers | |||||||
| HbA1c < 6.5% | 16,402 | 59,910 | 467 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| HbA1c ≥ 6.5% | 2955 | 10,652 | 167 | 1.69 (1.41–2.04) | 1.72 (1.42–2.07) | 1.72 (1.43–2.07) | |
| Former smokers | |||||||
| HbA1c < 6.5% | 4800 | 17,404 | 159 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| HbA1c ≥ 6.5% | 1237 | 4446 | 78 | 1.77 (1.34–2.34) | 1.83 (1.38–2.43) | 1.83 (1.38–2.43) | |
| Never smokers | |||||||
| HbA1c < 6.5% | 85,759 | 309,451 | 1899 | 1.00 [Ref.] | 1.00 [Ref.] | 1.00 [Ref.] | |
| HbA1c ≥ 6.5% | 14,849 | 53,219 | 643 | 1.39 (1.27–1.52) | 1.38 (1.25–1.51) | 1.37 (1.25–1.51) | |
126,181 participants were included in the analysis. The numbers of missing values are 120 for fasting glucose, 683 for OGTT-2 h glucose, and 179 for HbA1c
aAdjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), fruits and vegetables intake (< 4.5 cup/day, ≥ 4.5 cup/day), physical activity (active, insufficiently active, inactive), alcohol consumption, hypertension (yes, no), and dyslipidemia (yes, no)
bAdjusted for CVD risk factors as listed above, as well as baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood
cInteractions of diabetes, elevated fasting glucose, elevated OGTT-2 h glucose, and elevated HbA1c with smoking status in relation to CVD events were adjusted for CVD risk factors as listed above, as well as baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood
Fig. 2Association of cardiovascular risk factor management with CVD events among participants with diabetes according to smoking status, as compared with participants without diabetes. A. Number of participants included in the analysis: 96,981 without diabetes, 12,408 with diabetes and fruits and vegetables intake ≥ 4.5 cup/day, 19,921 with diabetes and physical activity ≥ 600 MET-min/week; 9980 with diabetes and HbA1c < 6.5%, 8052 with diabetes and SBP/DBP < 130/80 mmHg, 10,312 with diabetes and LDL cholesterol < 100 mg/dL, and 28,032 with diabetes and no CKD. HRs (95% CIs) were adjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), fruits and vegetables intake (< 4.5 cup/day, ≥ 4.5 cup/day; not for fruits and vegetables intake analysis), physical activity (active, insufficiently active, inactive; not for physical activity analysis), alcohol consumption, hypertension (yes, no; not for SBP/DBP analysis), dyslipidemia (yes, no; not for LDL cholesterol analysis), baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood. B. Number of participants included in the analysis: 96,981 without diabetes, 9753 with diabetes and ≤ 2 controlled risk factors, 9667 with diabetes and 3 controlled risk factors, 6,846 with diabetes and 4 controlled risk factors, and 2934 with diabetes and ≥ 5 controlled risk factors. HRs (95% CIs) were adjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), alcohol consumption, baseline BMI, BMI change during follow-up, and passive smoking exposure in childhood and adulthood.
Association of cardiovascular risk factor management with CVD events among participants with diabetes, as compared with participants without diabetes
| Category | Person-years | Cases | HR (95% CI)a |
|---|---|---|---|
| No diabetes | 351,096 | 2134 | 1.00 [Ref.] |
| Diabetes | |||
| Individual cardiovascular risk factor management | |||
| Optimal fruits and vegetables intake | 44,791 | 485 | 1.33 (1.20–1.47) |
| Optimal physical activity | 71,765 | 898 | 1.43 (1.32–1.55) |
| HbA1c < 6.5% | 35,669 | 391 | 1.27 (1.14–1.42) |
| SBP/DBP < 130/80 mmHg | 29,104 | 221 | 1.12 (0.97–1.28) |
| LDL cholesterol < 100 mg/dL | 37,126 | 397 | 1.28 (1.15–1.43) |
| No CKD | 100,376 | 1154 | 1.39 (1.29–1.50) |
| Overall cardiovascular risk factor management | |||
| 2 or fewer controlled risk factors | 34,699 | 542 | 1.79 (1.62–1.97) |
| 3 controlled risk factors | 34,582 | 428 | 1.50 (1.35–1.67) |
| 4 controlled risk factors | 24,629 | 238 | 1.25 (1.09–1.43) |
| 5 or more controlled risk factors | 10,720 | 80 | 1.02 (0.81–1.27) |
Number of participants included in the analysis of individual risk factor management: 96,981 without diabetes, 12,408 with diabetes and fruits and vegetables intake ≥ 4.5 cup/day, 19,921 with diabetes and physical activity ≥ 600 MET-min/week; 9,980 with diabetes and HbA1c < 6.5%, 8,052 with diabetes and SBP/DBP < 130/80 mmHg, 10,312 with diabetes and LDL cholesterol < 100 mg/dL, and 28,032 with diabetes and no CKD. Number of participants included in the analysis of overall risk factor management: 96,981 without diabetes, 9,753 with diabetes and ≤ 2 controlled risk factors, 9,667 with diabetes and 3 controlled risk factors, 6,846 with diabetes and 4 controlled risk factors, and 2,934 with diabetes and ≥ 5 controlled risk factors
aFor analysis of individual risk factor management: adjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), fruits and vegetables intake (< 4.5 cup/day, ≥ 4.5 cup/day; not for fruits and vegetables intake analysis), physical activity (active, insufficiently active, inactive; not for physical activity analysis), alcohol consumption, hypertension (yes, no; not for SBP/DBP analysis), dyslipidemia (yes, no; not for LDL cholesterol analysis), baseline BMI, BMI change during follow-up, active smoking (never smoker, former smoker, current smoker), and passive smoking exposure in childhood and adulthood. For analysis of overall risk factor management: adjusted for age, sex, education attainment (less than high school, high school or further education), family history of diabetes (yes, no), family history of CVD (yes, no), alcohol consumption, baseline BMI, BMI change during follow-up, active smoking (never, former, current smoking), and passive smoking exposure in childhood and adulthood