| Literature DB >> 35058251 |
Nicola P Bondonno1,2,3, Benjamin H Parmenter1,3, Frederik Dalgaard4, Kevin Murray5, Daniel Bech Rasmussen6,7, Cecilie Kyrø2, Aedin Cassidy8, Catherine P Bondonno9,10, Joshua R Lewis1,10, Kevin D Croft3, Gunnar Gislason4,11,12, Augustin Scalbert13, Anne Tjønneland2,14, Kim Overvad15, Anja Olsen2,15, Jonathan M Hodgson1,10.
Abstract
INTRODUCTION: Higher flavonoid intakes are beneficially associated with pulmonary function parameters; however, their association with chronic obstructive pulmonary disease (COPD) is unknown. This study aimed to examine associations between intakes of 1) total flavonoids, 2) flavonoid subclasses and 3) major flavonoid compounds with incident COPD in participants from the Danish Diet, Cancer and Health study.Entities:
Mesh:
Substances:
Year: 2022 PMID: 35058251 PMCID: PMC9363846 DOI: 10.1183/13993003.02604-2021
Source DB: PubMed Journal: Eur Respir J ISSN: 0903-1936 Impact factor: 33.795
Baseline characteristics of study population
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| 55 413 | 11 083 | 11 083 | 11 082 | 11 083 | 11 082 |
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| 496 (287–805) | 174 (127–213) | 321 (287–357) | 496 (442–549) | 727 (660–805) | 1203 (1025–1436) |
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| 26 352 (47.6) | 6410 (57.8) | 5669 (51.2) | 5279 (47.6) | 4923 (44.4) | 4071 (36.7) |
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| 56 (52–60) | 56 (52–60) | 56 (52–60) | 56 (52–60) | 56 (52–60) | 55 (52–60) |
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| 25.5 (23.3–28.2) | 26.1 (23.8–28.9) | 25.9 (23.6–28.5) | 25.6 (23.3–28.3) | 25.3 (23.2–27.9) | 24.9 (22.7–27.4) |
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| 56.5 (37.0–84.8) | 51.0 (32.3–78.0) | 55.5 (36.3–84.0) | 57.4 (38.0–85.0) | 58.5 (38.5–87.0) | 60.0 (39.8–88.5) |
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| Never | 19 629 (35.4) | 2737 (24.7) | 3743 (33.8) | 3982 (35.9) | 4442 (40.1) | 4725 (42.6) |
| Former | 15 862 (28.6) | 2659 (24.0) | 2969 (26.8) | 3203 (28.9) | 3527 (31.8) | 3504 (31.6) |
| Current | 19 922 (36.0) | 5692 (51.3) | 4364 (39.4) | 3895 (35.2) | 3112 (28.1) | 2859 (25.8) |
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| ≤7 years | 18 143 (32.7) | 5051 (45.6) | 4191 (37.8) | 3539 (31.9) | 2972 (26.8) | 2390 (21.6) |
| 8–10 years | 25 558 (46.1) | 4847 (43.7) | 5211 (47.0) | 5298 (47.8) | 5250 (47.4) | 4952 (44.7) |
| ≥11 years | 11 684 (21.1) | 1184 (10.7) | 1670 (15.1) | 2239 (20.2) | 2852 (25.7) | 3739 (33.7) |
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| ≤394 700 | 13 634 (24.6) | 3270 (29.5) | 2694 (24.3) | 2658 (24.0) | 2535 (22.9) | 2477 (22.3) |
| 394 701–570 930 | 13 842 (25.0) | 3238 (29.2) | 2959 (26.7) | 2683 (24.2) | 2565 (23.1) | 2397 (21.6) |
| 570 931–758 297 | 13 953 (25.2) | 2909 (26.2) | 3011 (27.2) | 2870 (25.9) | 2598 (23.4) | 2565 (23.1) |
| > 758 297 | 13 984 (25.2) | 1671 (15.1) | 2412 (21.8) | 2869 (25.9) | 3383 (30.5) | 3649 (32.9) |
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| 9288 (16.8) | 1839 (16.6) | 1891 (17.1) | 1888 (17.0) | 1846 (16.7) | 1824 (16.5) |
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| 4138 (7.5) | 902 (8.1) | 820 (7.4) | 845 (7.6) | 848 (7.7) | 723 (6.5) |
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| Diabetes | 1158 (2.1) | 275 (2.5) | 215 (1.9) | 249 (2.2) | 211 (1.9) | 208 (1.9) |
| Ischaemic heart disease | 2116 (3.8) | 561 (5.1) | 403 (3.6) | 424 (3.8) | 383 (3.5) | 345 (3.1) |
| Ischaemic stroke | 769 (1.4) | 214 (1.9) | 145 (1.3) | 145 (1.3) | 130 (1.2) | 135 (1.2) |
| CKD | 200 (0.4) | 42 (0.4) | 33 (0.3) | 43 (0.4) | 42 (0.4) | 40 (0.4) |
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| Insulin treated | 683 (1.2) | 158 (1.4) | 121 (1.1) | 152 (1.4) | 129 (1.2) | 123 (1.1) |
| Antihypertensive | 6797 (12.3) | 1337 (12.1) | 1398 (12.6) | 1379 (12.4) | 1348 (12.2) | 1335 (12.0) |
| Statin | 1085 (2.0) | 265 (2.4) | 214 (1.9) | 222 (2.0) | 213 (1.9) | 171 (1.5) |
| HRT | ||||||
| Never | 15 810 (54.4) | 2584 (55.2) | 3014 (55.7) | 3241 (55.9) | 3233 (52.5) | 3738 (53.3) |
| Current | 8742 (30.1) | 1282 (27.4) | 1551 (28.7) | 1682 (29.0) | 1996 (32.4) | 2231 (31.8) |
| Former | 4478 (15.4) | 803 (17.2) | 838 (15.5) | 871 (15.0) | 923 (15.0) | 1043 (14.9) |
| NSAID | 17 934 (32.6) | 3493 (31.7) | 3493 (31.8) | 3594 (32.6) | 3589 (32.5) | 3765 (34.2) |
| Aspirin | 6983 (12.6) | 1362 (12.3) | 1345 (12.1) | 1420 (12.8) | 1370 (12.4) | 1486 (13.4) |
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| Energy (kcal) | 2271 (1878–2717) | 2060 (1680–2484) | 2214 (1844–2629) | 2330 (1944–2768) | 2375 (1988–2824) | 2373 (1976–2842) |
| Total fish intake (g per day) | 38 (25–55) | 33 (22–49) | 38 (25–54) | 40 (27–57) | 41 (28–59) | 40 (27–57) |
| Red meat intake (g per day) | 78 (56–107) | 80 (58–108) | 81 (59–110) | 80 (58–110) | 78 (57–107) | 72 (52–99) |
| Processed meat intake (g per day) | 25 (14–40) | 28 (17–45) | 26 (15–42) | 25 (14–40) | 23 (14–38) | 20 (11–34) |
| Refined grain intake (g per day) | 46 (29–72) | 45 (27–80) | 46 (29–73) | 47 (30–72) | 46 (30–70) | 45 (30–68) |
| Wholegrain intake (g per day) | 128 (86–175) | 116 (72–165) | 123 (84–171) | 126 (86–173) | 135 (97–181) | 144 (103–193) |
| Dietary fibre intake (g per day) | 20 (16–25) | 16 (13–20) | 19 (16–23) | 21 (17–25) | 22 (18–27) | 23 (19–29) |
| Saturated FA (g per day) | 31 (24–39) | 29 (23–37) | 31 (24–39) | 32 (24–40) | 32 (25–41) | 32 (24–41) |
| Polyunsaturated FA (g per day) | 13 (10–17) | 12 (9–16) | 13 (10–17) | 14 (10–18) | 14 (11–18) | 14 (10–18) |
| Monounsaturated FA (g per day) | 27 (21–35) | 26 (20–34) | 27 (21–35) | 28 (22–35) | 28 (22–35) | 27 (21–34) |
| Fruit intake (g per day) | 171 (95–281) | 87 (44–141) | 161 (98–238) | 193 (114–301) | 224 (140–360) | 240 (141–390) |
| Vegetable intake (g per day) | 162 (105–231) | 114 (71–170) | 150 (100–212) | 168 (114–235) | 185 (127–254) | 196 (135–272) |
| Alcohol intake (g per day) | 13 (6–31) | 11 (3–23) | 13 (6–25) | 15 (6–34) | 14 (7–32) | 13 (6–32) |
Data expressed as median (IQR) or n (%), unless otherwise stated. Q: quintile; BMI: body mass index; MET: metabolic equivalent; DKK: Danish Krone; CKD: chronic kidney disease; HRT: hormone replacement therapy; NSAID: nonsteroidal anti-inflammatory drug; FA: fatty acids.
FIGURE 1Cubic spline curves describing the association between total flavonoid and flavonoid subclass intakes and chronic obstructive pulmonary disease (COPD)-related healthcare visits in participants of the Danish Diet, Cancer and Health cohort (n=55 413). Hazard ratios and 95% confidence intervals are based on Cox proportional hazards models adjusted for age, sex, body mass index, smoking status, smoking pack-years, physical activity, education, social economic status (income) and alcohol intake (Model 1b) and compare the specific level of flavonoid intake (horizontal axis) to the median intake for participants in the lowest intake quintile.
Hazard ratios for chronic obstructive pulmonary disease by quintiles of flavonoid intake
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| 11 083 | 11 083 | 11 082 | 11 083 | 11 082 |
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| Events, n | 1621 | 1222 | 1085 | 861 | 768 |
| Intake (mg per day)# | 174 (6–251) | 321 (251–395) | 496 (395–602) | 727 (602–910) | 1203 (910–3552) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.71 (0.68–0.75) | 0.55 (0.52–0.59) | 0.48 (0.45–0.51) | 0.43 (0.40–0.46) |
| Model 1b | ref. | 0.94 (0.90–0.99) | 0.89 (0.84–0.95) | 0.85 (0.79–0.91) | 0.80 (0.74–0.87) |
| Model 2 | ref. | 0.96 (0.91–1.01) | 0.92 (0.86–0.98) | 0.88 (0.82–0.95) | 0.85 (0.78–0.92) |
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| Events (n) | 1665 | 1286 | 989 | 869 | 748 |
| Intake (mg per day)# | 15 (0–21) | 26 (21–32) | 39 (32–50) | 66 (50–83) | 116 (83–251) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.73 (0.70–0.76) | 0.57 (0.53–0.60) | 0.45 (0.42–0.49) | 0.42 (0.39–0.45) |
| Model 1b | ref. | 0.93 (0.89–0.97) | 0.88 (0.83–0.94) | 0.85 (0.79–0.91) | 0.82 (0.76–0.89) |
| Model 2 | ref. | 0.95 (0.91–1.00) | 0.92 (0.86–0.98) | 0.89 (0.83–0.96) | 0.88 (0.81–0.95) |
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| Events, n | 1636 | 1217 | 1086 | 861 | 757 |
| Intake (mg per day)# | 14 (0–21) | 30 (21–46) | 67 (46–115) | 261 (115–282) | 474 (282–916) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.81 (0.79–0.84) | 0.59 (0.55–0.63) | 0.45 (0.42–0.49) | 0.45 (0.41–0.48) |
| Model 1b | ref. | 0.96 (0.93–0.99) | 0.90 (0.84–0.97) | 0.87 (0.81–0.94) | 0.86 (0.80–0.93) |
| Model 2 | ref. | 0.97 (0.94–1.00) | 0.94 (0.87–1.01) | 0.92 (0.85–0.99) | 0.91 (0.84–0.98) |
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| Events, n | 1642 | 1230 | 1016 | 898 | 771 |
| Intake (mg per day)# | 92 (1–136) | 179 (136–217) | 256 (217–303) | 360 (303–434) | 537 (434–2254) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.67 (0.64–0.70) | 0.54 (0.51–0.57) | 0.48 (0.45–0.51) | 0.44 (0.41–0.47) |
| Model 1b | ref. | 0.93 (0.88–0.98) | 0.87 (0.83–0.93) | 0.82 (0.77–0.88) | 0.78 (0.72–0.84) |
| Model 2 | ref. | 0.94 (0.90–0.99) | 0.90 (0.84–0.95) | 0.85 (0.79–0.91) | 0.81 (0.74–0.87) |
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| Events, n | 1525 | 998 | 904 | 1035 | 1095 |
| Intake (mg per day)# | 5 (0–10) | 13 (10–17) | 20 (17–24) | 36 (24–53) | 70 (53–397) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.64 (0.61–0.67) | 0.53 (0.50–0.57) | 0.59 (0.55–0.63) | 0.72 (0.67–0.77) |
| Model 1b | ref. | 0.91 (0.86–0.95) | 0.87 (0.81–0.93) | 0.88 (0.83–0.95) | 0.91 (0.84–0.98) |
| Model 2 | ref. | 0.91 (0.86–0.96) | 0.88 (0.82–0.95) | 0.90 (0.84–0.97) | 0.93 (0.86–1.01) |
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| Events, n | 1462 | 1075 | 996 | 1005 | 1019 |
| Intake (mg per day)# | 3 (0–6) | 9 (6–13) | 17 (13–26) | 32 (26–49) | 70 (49–564) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.78 (0.75–0.82) | 0.65 (0.60–0.70) | 0.64 (0.60–0.68) | 0.69 (0.64–0.74) |
| Model 1b | ref. | 0.94 (0.90–0.99) | 0.91 (0.84–0.97) | 0.91 (0.86–0.97) | 0.94 (0.88–1.01) |
| Model 2 | ref. | 0.94 (0.90–0.99) | 0.91 (0.84–0.97) | 0.91 (0.85–0.97) | 0.94 (0.87–1.01) |
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| Events, n | 1501 | 1179 | 944 | 922 | 1011 |
| Intake (mg per day)# | 2 (0–3) | 4 (3–4) | 5 (4–6) | 7 (6–9) | 11 (9–51) |
| HR (95% CI) | |||||
| Model 1 | ref. | 0.70 (0.67–0.74) | 0.59 (0.55–0.62) | 0.55 (0.52–0.59) | 0.58 (0.54–0.63) |
| Model 1b | ref. | 0.91 (0.87–0.96) | 0.87 (0.82–0.92) | 0.85 (0.8–0.90) | 0.87 (0.81–0.93) |
| Model 2 | ref. | 0.92 (0.87–0.97) | 0.88 (0.82–0.93) | 0.86 (0.8–0.92) | 0.88 (0.81–0.95) |
Hazard ratios (95% confidence intervals) for chronic obstructive pulmonary disease during 23 years of follow-up obtained from restricted cubic splines based on Cox proportional hazards models. Model 1 adjusted for age and sex; Model 1b adjusted for age, sex, body mass index, smoking status, smoking pack-years, physical activity, alcohol intake, education and socioeconomic status (income); Model 2 adjusted for all covariates in Model 1b plus energy intake and fish, red meat, processed meat, whole grains, refined grains, polyunsaturated fatty acids, monounsaturated fatty acids and saturated fatty acids. Q: quintile. #: median (range).
FIGURE 2Cubic spline curves describing the association between major flavonoid compound intakes and chronic obstructive pulmonary disease (COPD)-related healthcare visits in participants of the Danish Diet, Cancer and Health cohort (n=55 413). Hazard ratios and 95% confidence intervals are based on Cox proportional hazards models adjusted for age, sex, body mass index, smoking status, smoking pack-years, physical activity, social economic status (income) and alcohol intake (Model 1b) and are comparing the specific level of flavonoid intake (horizontal axis) to the median intake for participants in the lowest intake quintile.
FIGURE 3Multivariable-adjusted association between total flavonoid intake and chronic obstructive pulmonary disease (COPD)-related healthcare visits stratified by baseline smoking status and sex. Hazard ratios and 95% confidence intervals are based on Cox proportional hazards models and are comparing the specific level of flavonoid intake (horizontal axis) to the median intake for participants in the lowest intake quintile (174 mg per day). All analyses were standardised for age, sex, body mass index, smoking status, smoking pack-years, physical activity, social economic status (income), education and alcohol intake (Model 1b).
20-year predicted risk of chronic obstructive pulmonary disease
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| Never-smoker | 2.35 (2.07–2.66) | 1.60 (1.39–1.84) | 0.75 |
| Former smoker | 6.26 (5.68–6.89) | 4.32 (3.85–4.84) | 1.94 |
| Current smoker | 18.53 (17.31–19.82) | 13.32 (12.10–14.65) | 5.21 |
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| Never-smoker | 3.06 (2.71–3.45) | 2.09 (1.84–2.37) | 0.97 |
| Former smoker | 8.06 (7.31–8.87) | 5.59 (5.02–6.22) | 2.47 |
| Current smoker | 22.99 (21.53–24.52) | 16.79 (15.41–18.26) | 6.20 |
The 20-year predicted risks (%) of chronic obstructive pulmonary disease calculated from logistic regression models. Unless indicated by the stratification variable, these estimates are for a smoking participant aged 56 years with a body mass index of 25.5 kg·m−2, a total daily metabolic equivalent score of 56, a mean household income of 394 701–570 930 DKK per year and an alcohol intake of 13 g per day.
FIGURE 4The 20-year predicted risks (%) and 95% confidence intervals of chronic obstructive pulmonary disease (COPD) by smoking pack-years for high (quintile 5) versus low (quintile 1) total flavonoid intakes, presented separately for men and women. The predicted risks are calculated from logistic regression models and are for a participant aged 56 years, with a body mass index of 25.5 kg·m−2, a total daily metabolic equivalent score of 56, a mean household income of 394 701–570 930 DKK per year and an alcohol intake of 13 g per day.