| Literature DB >> 35653147 |
Xiaotong Han1, Jiaqing Zhang1, Wei Wang1, Zhenzhen Liu1, Xuhua Tan1, Xianwen Shang2, Lei Zhang2,3,4, Mingguang He1,2,5, Lixia Luo1.
Abstract
Purpose: To investigate the association between outdoor time and the risk of cataract surgery in a large Australian population.Entities:
Mesh:
Year: 2022 PMID: 35653147 PMCID: PMC9172046 DOI: 10.1167/tvst.11.6.3
Source DB: PubMed Journal: Transl Vis Sci Technol ISSN: 2164-2591 Impact factor: 3.048
Figure.Participant selection flowchart.
Characteristics of Participants Who Did and Did Not Undergo Cataract Surgery During the Follow-Up
| Cataract Surgery, | ||||
|---|---|---|---|---|
| Factor | All, | Yes ( | No ( |
|
| Baseline age (y) | <0.001 | |||
| 45–49 | 30,977 (22.6) | 929 (6.5) | 30,048 (24.5) | |
| 50–54 | 37,072 (27.0) | 2187 (15.3) | 34,885 (28.4) | |
| 55–59 | 37,695 (27.5) | 4452 (31.1) | 33,243 (27.1) | |
| 60–65 | 31,389 (22.9) | 6770 (47.2) | 24,619 (20.0) | |
| Sex | <0.001 | |||
| Male | 60,312 (44.0) | 5773 (40.3) | 54,539 (44.4) | |
| Female | 76,821 (56.0) | 8565 (59.7) | 68,256 (55.6) | |
| Household income (AUD/y) | 0.653 | |||
| <20,000 | 11,244 (8.2) | 1059 (7.4) | 10,185 (8.3) | |
| 20,000–40,000 | 19,249 (14.0) | 2201 (15.4) | 17,048 (13.9) | |
| 40,000–70,000 | 30,966 (22.6) | 3413 (23.8) | 27,553 (22.4) | |
| >70,000 | 51,556 (37.6) | 4822 (33.6) | 46,734 (38.1) | |
| Missing | 24,118 (17.6) | 2843 (19.8) | 21,275 (17.3) | |
| Highest education | 0.556 | |||
| University | 9381 (6.8) | 883 (6.2) | 8498 (6.9) | |
| High school/technical and further education (TAFE) | 84,902 (61.9) | 9013 (62.9) | 75,889 (61.8) | |
| <10 y | 41,646 (30.4) | 4313 (30.1) | 37,333 (30.4) | |
| BMI | 0.502 | |||
| Normal | 50,040 (36.5) | 5133 (35.8) | 44,907 (36.6) | |
| Overweight | 51,152 (37.3) | 5472 (38.2) | 45,680 (37.2) | |
| Obesity | 28,244 (20.6) | 2994 (20.9) | 25,250 (20.6) | |
| Missing | 7697 (5.6) | 739 (5.2) | 6958 (5.7) | |
| Diabetes | <0.001 | |||
| Yes | 6844 (5.0) | 1123 (7.8) | 5721 (4.7) | |
| No | 130,289 (95.0) | 13,215 (92.2) | 117,074 (95.3) | |
| Hypertension | <0.001 | |||
| Yes | 35,135 (25.6) | 4640 (32.4) | 30,495 (24.8) | |
| No | 101,998 (74.4) | 9698 (67.6) | 92,300 (75.2) | |
| Smoker (current + past) | <0.001 | |||
| Yes | 11,528 (8.4) | 780 (5.4) | 10,748 (8.8) | |
| No | 125,600 (91.6) | 13,558 (94.6) | 112,042 (91.2) | |
| Alcohol consumption per week | 0.003 | |||
| <14 drinks | 98,569 (71.9) | 10,463 (73.0) | 88,106 (71.8) | |
| ≥14 drinks | 36,865 (26.9) | 3678 (25.7) | 33,187 (27.0) | |
| Physical activity (sessions/wk) | 0.140 | |||
| <5 | 22,279 (16.2) | 2166 (15.1) | 20,113 (16.4) | |
| ≥5–9 | 39,680 (28.9) | 4217 (29.4) | 35,463 (28.9) | |
| ≥9–14 | 32,985 (24.1) | 3601 (25.1) | 29,384 (23.9) | |
| ≥14 | 39,027 (28.5) | 4017 (28.0) | 35,010 (28.5) | |
| Tanning with repeated sun exposure | <0.001 | |||
| Get very tanned | 41,168 (30.0) | 3971 (27.7) | 37,197 (30.3) | |
| Get moderately tanned | 55,048 (40.1) | 5897 (41.1) | 49,151 (40.0) | |
| Get mildly or occasionally tanned | 29,595 (21.6) | 3210 (22.4) | 26,385 (21.5) | |
| Never tan only get freckled | 11,322 (8.3) | 1260 (8.8) | 10,062 (8.2) | |
| Outdoors on weekdays (hr/d) | 0.007 | |||
| ≤2 | 79,635 (58.1) | 8042 (56.1) | 71,593 (58.3) | |
| 3–4 | 24,582 (17.9) | 2949 (20.6) | 21,633 (17.6) | |
| 5–10 | 19,015 (13.9) | 2065 (14.4) | 16,950 (13.8) | |
| 10+ | 11,122 (8.1) | 1000 (7.0) | 10,122 (8.2) | |
| Outdoors on weekends (hr/d) | <0.001 | |||
| ≤2 | 30,517 (22.3) | 3585 (25.0) | 26,932 (21.9) | |
| 3–4 | 41,500 (30.3) | 4422 (30.8) | 37,078 (30.2) | |
| 5–10 | 45,930 (33.5) | 4581 (32.0) | 41,349 (33.7) | |
| 10+ | 16,104 (11.7) | 1427 (10.0) | 14,677 (12.0) | |
Cox Regression Analysis of Associations Between Sun Exposure and the Risk of Cataract Surgery During the Follow-Up
| Univariate Analysis | Multiple Regression Analysis | ||||||
|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | ||||||
| Factors | Events/Participants, | HR (95% CI) |
| HR (95% CI) |
| HR (95% CI) |
|
| Outdoors on weekday (hr/d) | |||||||
| ≤2 (ref.) | 8042/79,635 (10.1) | 1.0 | 0.537 | 1.0 | 0.035 | 1.0 | 0.055 |
| 3–4 | 2949/24,582 (12) | 1.20 (1.15–1.25) | — | 1.01 (0.96–1.05) | — | 1.01 (0.97–1.06) | — |
| 5–10 | 2065/19,015 (10.86) | 1.08 (1.03–1.14) | — | 0.97 (0.92–1.02) | — | 0.98 (0.93–1.03) | — |
| 10+ | 1000/11,122 (8.99) | 0.89 (0.84–0.95) | — | 0.92 (0.86–0.99) | — | 0.93 (0.86–0.99) | — |
| Outdoors on weekend (hr/d) | |||||||
| ≤2 (ref.) | 3585/30,517 (11.75) | 1.0 | <0.001 | 1.0 | <0.001 | 1.0 | <0.001 |
| 3–4 | 4422/41,500 (10.66) | 0.91 (0.87–0.95) | — | 0.94 (0.90–0.99) | — | 0.94 (0.90–0.99) | — |
| 5–10 | 4581/45,930 (9.97) | 0.85 (0.82–0.89) | — | 0.92 (0.88–0.97) | — | 0.92 (0.88–0.97) | — |
| 10+ | 1427/16,104 (8.86) | 0.76 (0.71–0.81) | — | 0.91 (0.85–0.97) | — | 0.91 (0.85–0.97) | — |
| Tanning with repeated sun exposure | |||||||
| Get very tanned (ref.) | 3971/41,168 (9.65) | 1.0 | <0.001 | 1.0 | 0.048 | 1.0 | 0.041 |
| Get moderately tanned | 5897/55,048 (10.71) | 1.12 (1.08–1.17) | — | 1.03 (0.99–1.08) | — | 1.05 (1.00–1.09) | — |
| Get mildly or occasionally tanned | 3210/29,595 (10.85) | 1.15 (1.09–1.20) | — | 1.05 (1.00–1.10) | — | 1.07 (1.01–1.13) | — |
| Never tan, only get freckled | 1260/11,322 (11.13) | 1.17 (1.10–1.25) | — | 1.04 (0.98–1.11) | — | 1.05 (0.97–1.13) | — |
Model 1 was adjusted for age, sex, income, education, ethnicity, BMI, diabetes, and hypertension. Model 2 was further adjusted for smoker, alcohol, physical activity, and color of skin on the inside of the upper arm.
Subgroup Analysis of Associations Between Weekday Outdoor Hours Per Day and the Risk of Cataract Surgery During the Follow-Up
| Weekday Outdoor Hours Per Day | |||||
|---|---|---|---|---|---|
| 3–4 vs. ≤2 | 5–10 vs. ≤2 | 10+ vs. ≤2 |
| ||
| Factors | HR (95% CI) | HR (95% CI) | HR (95% CI) |
| Interaction |
| Baseline age (y) | 0.303 | ||||
| 45–49 | 0.95 | 1.01 | 0.84 | 0.208 | |
| 50–54 | 0.94 (0.82–1.06) | 0.96 (0.82–1.11) | 1.06 (0.89–1.27) | 0.266 | |
| 55–59 | 1.04 (0.96–1.13) | 0.99 (0.90–1.09) | 0.95 (0.84–1.08) | 0.096 | |
| 60–65 | 1.01 (0.95–1.08) | 0.97 (0.90–1.04) | 0.88 (0.80–0.98) | <0.001 | |
| Sex | 0.640 | ||||
| Male | 1.01 (0.94–1.08) | 0.98 (0.91–1.05) | 0.93 (0.85–1.02) | 0.002 | |
| Female | 1.01 (0.96–1.07) | 0.98 (0.91–1.05) | 0.92 (0.83–1.03) | 0.005 | |
| BMI | 0.504 | ||||
| Normal | 1.02 (0.95–1.10) | 1.01 (0.93–1.10) | 0.93 (0.82–1.06) | 0.080 | |
| Overweight | 0.98 (0.91–1.05) | 0.94 (0.86–1.02) | 0.96 (0.86–1.07) | 0.009 | |
| Obesity | 1.02 (0.93–1.13) | 0.93 (0.83–1.05) | 0.85 (0.73–0.98) | 0.001 | |
| Smoker (current + past) | 0.019 | ||||
| Yes | 0.88 (0.73–1.06) | 0.89 (0.73–1.10) | 0.72 (0.55–0.94) | <0.001 | |
| No | 1.02 (0.97–1.07) | 0.98 (0.93–1.03) | 0.94 (0.88–1.01) | <0.001 | |
| Alcohol consumption per week | 0.987 | ||||
| <14 drinks | 1.02 (0.97–1.07) | 0.99 (0.94–1.05) | 0.92 (0.85–1.00) | 0.002 | |
| ≥14 drinks | 0.98 (0.90–1.07) | 0.90 (0.81–1.00) | 0.94 (0.82–1.08) | <0.001 | |
| Physical activity (sessions/wk) | 0.716 | ||||
| <5 | 0.93 (0.82–1.06) | 0.84 (0.73–0.98) | 0.94 (0.78–1.12) | 0.014 | |
| >5–9 | 1.00 (0.92–1.09) | 1.05 (0.95–1.16) | 0.99 (0.87–1.13) | 0.387 | |
| >9–14 | 1.02 (0.94–1.11) | 0.92 (0.83–1.02) | 0.87 (0.75–1.01) | 0.002 | |
| >14 | 1.04 (0.96–1.13) | 1.02 (0.93–1.11) | 0.92 (0.81–1.03) | 0.019 | |
Indicates P value < 0.05.
Subgroup Analysis of Associations Between Weekend Outdoor Hours Per Day and the Risk of Cataract Surgery During the Follow-Up
| Weekend Outdoor Hours Per Day | |||||
|---|---|---|---|---|---|
| 3–4 vs. ≤2 | 5–10 vs. ≤2 | 10+ vs. ≤2 |
| ||
| Factors | HR (95% CI) | HR (95% CI) | HR (95% CI) |
| Interaction |
| Baseline age (y) | 0.293 | ||||
| 45–49 | 0.96 (0.80–1.16) | 0.97 (0.81–1.17) | 0.90 (0.71–1.16) | 0.486 | |
| 50–54 | 0.91 (0.82–1.03) | 0.94 (0.83–1.05) | 0.89 (0.76–1.05) | 0.185 | |
| 55–59 | 0.92 (0.85–1.00) | 0.92 (0.84–1.00) | 0.96 (0.85–1.07) | 0.153 | |
| 60–65 | 0.97 (0.91–1.03) | 0.92 (0.86–0.99) | 0.90 (0.81–0.99) | 0.002 | |
| Sex | 0.107 | ||||
| Male | 0.97 (0.89–1.06) | 0.95 (0.88–1.03) | 0.95 (0.86–1.05) | 0.217 | |
| Female | 0.94 (0.89–0.99) | 0.92 (0.87–0.97) | 0.87 (0.79–0.96) | <0.001 | |
| BMI | 0.233 | ||||
| Normal | 0.91 (0.85–0.98) | 0.93 (0.86–1.00) | 0.92 (0.82–1.03) | 0.053 | |
| Overweight | 0.98 (0.91–1.06) | 0.90 (0.83–0.97) | 0.90 (0.81–1.00) | 0.004 | |
| Obesity | 0.94 (0.85–1.04) | 0.94 (0.85–1.05) | 0.90 (0.79–1.03) | 0.116 | |
| Smoker (current + past) | 0.939 | ||||
| Yes | 1.09 (0.88–1.34) | 0.92 (0.74–1.13) | 0.83 (0.64–1.08) | 0.107 | |
| No | 0.94 (0.90–0.98) | 0.92 (0.88–0.97) | 0.92 (0.86–0.98) | 0.001 | |
| Alcohol consumption per week | 0.110 | ||||
| <14 drinks | 0.96 (0.91–1.01) | 0.93 (0.88–0.99) | 0.93 (0.86–1.00) | 0.008 | |
| ≥14 drinks | 0.92 (0.84–1.00) | 0.91 (0.83–0.99) | 0.88 (0.77–1.01) | 0.003 | |
| Physical activity (sessions/wk) | 0.724 | ||||
| <5 | 0.83 (0.75–0.93) | 0.82 (0.73–0.92) | 0.85 (0.72–1.00) | 0.002 | |
| >5–9 | 0.97 (0.89–1.05) | 1.00 (0.92–1.08) | 0.95 (0.84–1.07) | 0.597 | |
| >9–14 | 0.94 (0.86–1.03) | 0.89 (0.81–0.97) | 0.89 (0.78–1.02) | 0.008 | |
| >14 | 1.01 (0.92–1.10) | 0.96 (0.88–1.05) | 0.94 (0.84–1.06) | 0.115 | |
Indicates P value < 0.05.
Subgroup Analysis of Associations Between Tanning With Repeated Sun Exposure and the Risk of Cataract Surgery During the Follow-Up
| Weekend Outdoor Hours Per Day | |||||
|---|---|---|---|---|---|
| Moderately vs. Very | Mildly vs. Very | Never vs. Very |
| ||
| Factors | Tanned HR (95% CI) | Tanned HR (95% CI) | Tanned HR (95% CI) |
| Interaction |
| Baseline age (y) | 0.003 | ||||
| 45–49 | 0.90 (0.77–1.06) | 0.89 (0.73–1.09) | 0.74 (0.55–1.00) | 0.165 | |
| 50–54 | 1.04 (0.94–1.16) | 1.03 (0.90–1.18) | 0.93 (0.77–1.14) | 0.305 | |
| 55–59 | 1.09 (1.01–1.18) | 1.11 (1.01–1.21) | 1.07 (0.93–1.22) | 0.194 | |
| 60–65 | 1.04 (0.98–1.11) | 1.08 (1.00–1.16) | 1.11 (1.00–1.23) | 0.008 | |
| Sex | 0.376 | ||||
| Male | 1.07 (1.00–1.14) | 1.12 (1.03–1.21) | 1.04 (0.91–1.18) | 0.075 | |
| Female | 1.02 (0.96–1.08) | 1.03 (0.96–1.11) | 1.03 (0.94–1.13) | 0.296 | |
| BMI | 0.857 | ||||
| Normal | 1.05 (0.98–1.13) | 1.11 (1.02–1.21) | 1.09 (0.96–1.23) | 0.127 | |
| Overweight | 1.01 (0.95–1.09) | 1.04 (0.95–1.13) | 1.02 (0.90–1.15) | 0.384 | |
| Obesity | 1.07 (0.98–1.18) | 1.06 (0.94–1.18) | 1.04 (0.89–1.21) | 0.511 | |
| Smoker (current + past) | 0.225 | ||||
| Yes | 0.98 (0.83–1.17) | 1.06 (0.86–1.32) | 0.85 (0.60–1.19) | 0.921 | |
| No | 1.05 (1.00–1.10) | 1.07 (1.01–1.13) | 1.06 (0.98–1.14) | 0.056 | |
| Alcohol consumption per week | 0.679 | ||||
| <14 drinks | 1.04 (0.99–1.09) | 1.07 (1.00–1.13) | 1.07 (0.98–1.17) | 0.086 | |
| ≥14 drinks | 1.06 (0.97–1.15) | 1.06 (0.96–1.17) | 1.01 (0.89–1.16) | 0.311 | |
| Physical activity (sessions/wk) | 0.842 | ||||
| <5 | 1.00 (0.90–1.12) | 1.08 (0.95–1.23) | 1.07 (0.90–1.27) | 0.209 | |
| ≥5–9 | 1.02 (0.94–1.11) | 1.05 (0.96–1.16) | 1.05 (0.92–1.19) | 0.361 | |
| ≥9–14 | 1.06 (0.97–1.15) | 1.04 (0.94–1.16) | 0.97 (0.83–1.12) | 0.979 | |
| ≥14 | 1.08 (1.00–1.17) | 1.10 (0.99–1.21) | 1.11 (0.96–1.27) | 0.097 | |
Indicates P value < 0.05.