| Literature DB >> 27403867 |
Martin G Rasmussen1, Anders Grøntved1, Kim Blond1, Kim Overvad2,3, Anne Tjønneland4, Majken K Jensen5,6, Lars Østergaard1.
Abstract
BACKGROUND: Cycling is a recreational activity and mode of commuting with substantial potential to improve public health in many countries around the world. The aim of this study was to examine prospective associations between recreational and commuter cycling, changes in cycling habits, and risk of type 2 diabetes (T2D) in Danish adults from the Diet, Cancer and Health cohort study. METHODS ANDEntities:
Mesh:
Year: 2016 PMID: 27403867 PMCID: PMC4942105 DOI: 10.1371/journal.pmed.1002076
Source DB: PubMed Journal: PLoS Med ISSN: 1549-1277 Impact factor: 11.069
Fig 1Flow chart of participants from invitation to analyses.
The following chronic diseases were excluded: diabetes (any diabetes diagnosis), acute myocardial infarction, stroke, and cancer. “Outside the workforce” refers to participants who are either unemployed or retired. Because participants must necessarily participate in the second examination to be included in the analysis of changes in total cycling, flow of participants for this analysis is shown following those who participate in the second examination.
Baseline characteristics of sample according to level of total cycling.
| Minutes of total cycling per week | ||||||
|---|---|---|---|---|---|---|
| 0 | 1–60 | 61–150 | 151–300 | >300 | Total | |
|
| 16,589 | 11,711 | 9,424 | 8,756 | 6,033 | 52,513 |
|
| 49.3 | 49.9 | 57.2 | 58.7 | 55.3 | 53.1 |
|
| 56 (52–60) | 55 (52–59) | 56 (52–60) | 55 (52–59) | 55 (52–59) | 56 (52–60) |
|
| 34.5/45.3/20.2 | 27.9/48.4/23.7 | 30.9/46.9/22.2 | 32.2/47.0/20.8 | 35.9/44.1/20.0 | 32.2/46.4/21.4 |
|
| 16.4/22.1/39.4/22.1 | 11.6/20.7/42.8/24.8 | 13.7/22.6/41.7/22.0 | 14.7/25.2/39.6/20.4 | 16.0/25.1/37.9/21.0 | 14.5/22.8/40.5/22.3 |
|
| 90 (80–99) | 89 (79–97) | 87 (78–96) | 86 (78–95) | 86 (78–95) | 88 (79–97) |
|
| 42.0 (26.5–65.5) | 41.0 (27.3–61.3) | 45.0 (30.8–67.0) | 48.0 (32.5–71.0) | 57.0 (36.0–86.5) | 45.0 (29.3–68.0) |
|
| 22.1/38.1/16.4/17.9/5.4 | 17.8/41.5/17.5/19.1/4.1 | 22.8/35.1/18.3/20.1/3.7 | 21.5/32.8/18.1/23.6/4.1 | 21.9/29.0/17.8/25.7/5.7 | 21.1/36.4/17.4/20.4/4.6 |
|
| 32.2/9.8 | 36.5/6.0 | 38.0/4.6 | 38.6/5.0 | 37.5/5.5 | 35.9/6.7 |
|
| 13.3 (5.7–32.1) | 14.1 (6.9–31.5) | 12.9 (6.3–28.9) | 12.2 (5.6–27.0) | 11.9 (4.8–30.7) | 13.0 (6.0–31.0) |
|
| 9,327.1 (7,670.2–11,210.1) | 9,456.5 (7,915.2–11,262.2) | 9,499.1 (7,879.2–11,299.2) | 9,596.0 (7,946.2–11,480.2) | 9,958.7 (8,192.7–12,069.1) | 9,505.2 (7,861.6–11,380.3) |
|
| 0.4 (0.3–0.5) | 0.4 (0.3–0.5) | 0.4 (0.4–0.5) | 0.4 (0.3–0.5) | 0.4 (0.3–0.5) | 0.4 (0.3–0.5) |
|
| 145.5 (92.8–211.1) | 162.8 (108.4–226.9) | 168.3 (111.9–237.3) | 174.0 (115.8–247.1) | 175.8 (113.9–254.8) | 161.7 (105.1–230.7) |
|
| 152.4 (78.2–259.0) | 166.8 (94.8–269.9) | 183.1 (105.1–291.0) | 189.3 (113.1–305.0) | 195.8 (112.6–323.7) | 172.3 (95.3–282.0) |
|
| 130.7 (84.1–193.2) | 128.0 (85.1–178.4) | 127.0 (83.0–178.0) | 128.2 (82.4–183.5) | 130.3 (82.7–192.6) | 128.9 (83.8–185.2) |
|
| 119.0 (78.3–168.1) | 127.8 (88.0–173.7) | 131.2 (90.2–177.3) | 135.8 (95.0–184.3) | 142.0 (99.9–196.0) | 127.8 (86.6–174.9) |
|
| 46.5 (29.4–77.5) | 46.6 30.3–73.0) | 44.7 (29.1–68.3) | 45.2 (29.2–68.7) | 45.7 (29.4–71.1) | 45.9 (29.5–72.1) |
|
| 173.8 (138.2–214.1) | 178.4 (145.5–217.6 | 181.2 (146.6–221.4) | 185.3 (149.3–226.8) | 191.8 (154.9–236.4) | 180.1 (144.6–220.9) |
|
| 3.5/38.2/27.0/ 31.3 | 3.8/39.9/28.9/ 27.5 | 3.6/41.9/30.0/ 24.5 | 3.7/41.9/28.5/ 25.9 | 4.3/42.4/26.9/ 26.4 | 3.7/40.3/28.2/ 27.8 |
Baseline characteristics of participants according to level of total cycling. Due to skewness in distribution of continuous variables, these are presented as medians with interquartile ranges. Categorized variables are presented as proportions. Unless otherwise stated, values in grams are expressed as daily intakes.
*Categorized as above for descriptive purposes only.
†Only proportions at the two extremes are presented. yrs = years; PA = physical activity; LTPA = leisure time physical activity; MET = metabolic equivalents; hrs = hours.
Associated risk of T2D according to total cycling and seasonal cycling.
| Total cycling( | Cycling (median) | Cases | Person-years (PY) | Incidence rate (per 1,000 PY) | Hazard ratio: Age adjustment | Hazard ratio: Multivariable adjustment |
|---|---|---|---|---|---|---|
|
| 0 | 2,510 | 228,886.2 | 11.0 (10.5,11.4) | 1 | 1 |
|
| 60 | 1,463 | 166,087.8 | 8.8 (8.4, 9.3) | 0.81 (0.76,0.86) | 0.87 (0.82,0.93) |
|
| 120 | 1,109 | 134,806.5 | 8.2 (7.8,8.7) | 0.74 (0.69,0.80) | 0.83 (0.77,0.89) |
|
| 240 | 994 | 126,559.5 | 7.9 (7.4,8.4) | 0.71 (0.66,0.77) | 0.80 (0.74,0.86) |
|
| 450 | 703 | 86,905.3 | 8.1 (7.5,8.7) | 0.73 (0.67,0.80) | 0.80 (0.74,0.87) |
|
| <0.001 | <0.001 | ||||
|
| ||||||
|
| 0 | 2,510 | 228,886.2 | 11.0 (10.5,11.4) | 1 | 1 |
|
| 60 | 1,678 | 191,705.8 | 8.8 (8.3,9.2) | 0.80 (0.75,0.85) | 0.88 (0.83,0.94) |
|
| 180 | 2,591 | 322,653.3 | 8.0 (7.7,8.3) | 0.73 (0.69,0.77) | 0.80 (0.76,0.85) |
Analyses of total cycling and seasonal cycling on T2D risk. Cycling is presented in median minutes per week based on the average of summer and winter total cycling. The multivariable models include adjustment for age at baseline (years), sex (male/female), years of basic school (≤7/8–10/>10), years of higher education (0/1–2/3–4/>4), alcohol intake (quintiles), dietary energy intake (quintiles), vegetable intake (quintiles), fruit intake (quintiles), potato consumption (quintiles), wholegrain cereal consumption (quintiles), refined cereal consumption (quintiles), glycaemic load of all carbohydrates (quintiles), coffee consumption (quartiles), polyunsaturated:saturated fat ratio (quintiles), physical activity at work (no work/sedentary/standing/manual work/heavy manual work), smoking status (never/former/<15 g per day/15–25 g per day/>25 g per day) and leisure-time physical activity other than total cycling (quintiles). Incidence rates and hazard ratios are presented with 95% confidence intervals.
Associated risk of T2D according to changes in total cycling from baseline to the second examination.
| ( | Cycling (median) | Cases | Person-years (PY) | Incidence rate (per 1,000 PY) | Hazard ratio: Age adjustment | Hazard ratio: Multivariable adjustment |
|---|---|---|---|---|---|---|
|
| 0 | 735 | 51,889.3 | 14.2 (13.2,15.2) | 1 | 1 |
|
| 30.0 | 335 | 27,247.2 | 12.3 (11.0,13.7) | 0.87 (0.77,0.99) | 0.88 (0.78,1.01) |
|
| 18.8 | 284 | 26,060.6 | 10.9 (9.7,12.2) | 0.78 (0.68,0.90) | 0.80 (0.69,0.91) |
|
| 137.5 | 1,469 | 160,159.4 | 9.2 (8.7,9.7) | 0.65 (0.60,0.71) | 0.71 (0.65,0.77) |
Analysis of changes in total cycling from baseline to the second examination on T2D risk. Cycling is presented in median minutes per week of total cycling based on the cumulative average of total cycling at baseline and total cycling at the second examination. The multivariable model includes adjustment for age at the second examination (years), sex (male/female), years of basic school (≤7/8–10/>10), years of higher education (0/1–2/3–4/>4), alcohol intake (quintiles), dietary energy intake (quintiles), coffee consumption (quartiles), polyunsaturated:saturated fat ratio (quintiles), physical activity at work (no work/sedentary/ standing/manual work/heavy manual work), smoking status (never/former/<15 g per day/15–25 g per day/>25 g per day), paternal diabetes (yes/no/do not know), maternal diabetes (yes/no/do not know), and leisure-time physical activity other than total cycling (quintiles). Incidence rates and hazard ratios are presented with 95% confidence intervals.
Associated risk of T2D according to level of commuter cycling.
| ( | Cycling (median) | Cases | Person-years (PY) | Incidence rate (per 1,000 PY) | Hazard ratio: Age adjustment | Hazard ratio: Multivariable adjustment |
|---|---|---|---|---|---|---|
|
| 0.0 | 960 | 93,693.6 | 10.2 (9.6,10.9) | 1 | 1 |
|
| 27.5 | 131 | 20,019.5 | 6.5 (5.5,7.8) | 0.65 (0.54,0.77) | 0.72 (0.60,0.87) |
|
| 105.0 | 131 | 17,301.1 | 7.6 (6.4,9.0) | 0.75 (0.62,0.90) | 0.83 (0.69,1.00) |
|
| 229.1 | 105 | 15,826.3 | 6.6 (5.5,8.0) | 0.65 (0.53,0.80) | 0.70 (0.57,0.85) |
|
| <0.001 | <0.001 |
Analysis of commuter cycling on T2D risk. Cycling is presented in median minutes per week of commuter cycling. The multivariable model includes adjustment for age at the second examination (years), sex (male/female), years of basic school (≤7/8–10/>10), years of higher education (0/1–2/3–4/>4), alcohol intake (quintiles), dietary energy intake (quintiles), coffee consumption (quartiles), polyunsaturated:saturated fat ratio (quintiles), physical activity at work (no work/sedentary/standing/manual work/heavy manual work), smoking status (never/former/<15 g per day/15–25 g per day/>25 g per day), paternal diabetes (yes/no/do not know), maternal diabetes (yes/no/do not know), and leisure-time physical activity other than commuter cycling (quintiles). Incidence rates and hazard ratios are presented with 95% confidence intervals.