| Literature DB >> 34422989 |
Jiaqing Zhang1, Xiaotong Han1, Wei Wang1, Jason Ha2, Zhenzhen Liu1, Xianwen Shang2, Lei Zhang2,3,4,5, Xuhua Tan1, Mingguang He1,6, Lixia Luo1.
Abstract
BACKGROUND: To determine if tobacco smoking is a risk factor for early-onset cataracts.Entities:
Keywords: Australia; Smoking; aging; cohort; early-onset cataracts
Year: 2021 PMID: 34422989 PMCID: PMC8339842 DOI: 10.21037/atm-21-742
Source DB: PubMed Journal: Ann Transl Med ISSN: 2305-5839
Characteristics of study participants, grouped by smoking status at baseline
| Characteristics | Total | Smoking status | P value | ||
|---|---|---|---|---|---|
| Never | Former | Current | |||
| Gender (%) | <0.001 | ||||
| Male | 29,447 (41.5) | 16,985 (40.0) | 9,435 (43.7) | 3,027 (44.5) | |
| Female | 41,439 (58.5) | 25,494 (60.0) | 12,167 (56.3) | 3,778 (55.5) | |
| Country of birth (%) | <0.001 | ||||
| Australia | 54,723 (77.2) | 32,425 (76.3) | 16,897 (78.2) | 5,401 (79.4) | |
| Others | 15,883 (22.4) | 9,891 (23.3) | 4,623 (21.4) | 1,369 (20.1) | |
| Missing | 280 (0.4) | 163 (0.4) | 82 (0.4) | 35 (0.5) | |
| Household income (%) | <0.001 | ||||
| ≤$20,000 AUD | 4,455 (6.3) | 2,237 (5.3) | 1,201 (5.6) | 1,017 (14.9) | |
| $20,000–39,999 AUD | 8,156 (11.5) | 4,450 (10.5) | 2,463 (11.4) | 1,243 (18.3) | |
| $40,000–69,999 AUD | 15,521 (21.9) | 8,875 (20.9) | 5,028 (23.3) | 1,618 (23.8) | |
| ≥$70,000 AUD | 32,031 (45.2) | 20,331 (47.9) | 9,914 (45.9) | 1,786 (26.2) | |
| Missing | 10,723 (15.1) | 6,586 (15.5) | 2,996 (13.9) | 1,141 (16.8) | |
| Education level (%) | <0.001 | ||||
| <10 years | 3,988 (5.6) | 1,711 (4.0) | 1,383 (6.4) | 894 (13.1) | |
| High school | 42,656 (60.2) | 23,949 (56.4) | 13,960 (64.6) | 4,747 (69.8) | |
| University or higher | 23,758 (33.5) | 16,526 (38.9) | 6,129 (28.4) | 1,103 (16.2) | |
| Missing | 484 (0.7) | 293 (0.7) | 130 (0.6) | 61 (0.9) | |
| BMI (kg/m2) (%) | <0.001 | ||||
| Underweight and normal | 707 (1.0) | 429 (1.0) | 140 (0.6) | 138 (2.0) | |
| Overweight | 27,993 (39.5) | 17,558 (41.3) | 7,567 (35.0) | 2,868 (42.1) | |
| Obese | 26,965 (38.0) | 15,990 (37.6) | 8,602 (39.8) | 2,373 (34.9) | |
| Missing | 15,221 (21.5) | 8,502 (20.0) | 5,293 (24.5) | 1,426 (21.0) | |
| Alcohol intake (%) | <0.001 | ||||
| 0 units/week | 707 (1.0) | 429 (1.0) | 140 (0.6) | 138 (2.0) | |
| 1–2 units/week | 27,993 (39.5) | 17,558 (41.3) | 7,567 (35.0) | 2,868 (42.1) | |
| 2–14 units/week | 26,965 (38.0) | 15,990 (37.6) | 8,602 (39.8) | 2,373 (34.9) | |
| 15+ units/week | 15,221 (21.5) | 8,502 (20.0) | 5,293 (24.5) | 1,426 (21.0) | |
| Physical activity (%) | <0.001 | ||||
| 0–4 sessions/week | 12,477 (17.6) | 7,508 (17.7) | 3,514 (16.3) | 1,455 (21.4) | |
| 5–9 sessions/week | 20,516 (28.9) | 12,596 (29.7) | 6,085 (28.2) | 1,835 (27.0) | |
| 10–14 sessions/week | 16,602 (23.4) | 10,124 (23.8) | 5,124 (23.7) | 1,354 (19.9) | |
| ≥15 sessions/week | 19,908 (28.1) | 11,449 (27.0) | 6,516 (30.2) | 1,943 (28.6) | |
| Missing | 1,383 (2.0) | 802 (1.9) | 363 (1.7) | 218 (3.2) | |
| Diet health scores (%) | <0.001 | ||||
| Quintile 1 | 12,245 (17.3) | 5,631 (13.3) | 4,203 (19.5) | 2,411 (35.4) | |
| Quintile 2 | 14,798 (20.9) | 8,645 (20.4) | 4,578 (21.2) | 1,575 (23.1) | |
| Quintile 3 | 18,304 (25.8) | 11,606 (27.3) | 5,440 (25.2) | 1,258 (18.5) | |
| Quintile 4 | 14,922 (21.1) | 9,948 (23.4) | 4,328 (20.0) | 646 (9.5) | |
| Quintile 5 | 7,215 (10.2) | 4,814 (11.3) | 2,156 (10.0) | 245 (3.6) | |
| Missing | 3,402 (4.8) | 1,835 (4.3) | 897 (4.2) | 670 (9.8) | |
| CVD history (%) | <0.001 | ||||
| No | 68,688 (96.9) | 41,339 (97.3) | 20,785 (96.2) | 6,564 (96.5) | |
| Yes | 2,198 (3.1) | 1,140 (2.7) | 817 (3.8) | 241 (3.5) | |
| Stroke history (%) | <0.001 | ||||
| No | 70,443 (99.4) | 42,241 (99.4) | 21,463 (99.4) | 6,739 (99.0) | |
| Yes | 443 (0.6) | 238 (0.6) | 139 (0.6) | 66 (1.0) | |
| Diabetes mellitus (%) | <0.001 | ||||
| No | 68,264 (96.3) | 41,028 (96.6) | 20,735 (96.0) | 6,501 (95.5) | |
| Yes | 2,622 (3.7) | 1,451 (3.4) | 867 (4.0) | 304 (4.5) | |
| Hypertension (%) | 0.565 | ||||
| No | 56,500 (79.7) | 34,028 (80.1) | 16,919 (78.3) | 5,553 (81.6) | |
| Yes | 14,386 (20.3) | 8,451 (19.9) | 4,683 (21.7) | 1,252 (18.4) | |
y, years; AUD, Australian dollars; CVD, cardiovascular disease; BMI, body mass index.
Smoking habits of participants who did and did not undergo cataract surgery during the follow-up period
| Smoking habits | Variable | Cataract surgery | P value | |
|---|---|---|---|---|
| Yes | No | |||
| Current smoker | ||||
| Smoking duration (years) | Mean ± SD | 34.0±5.6 | 32.8±5.6 | 0.019 |
| Cumulative dose (packs-year) | <10 | 14 (10.9%) | 815 (12.2%) | 0.445 |
| 10–19 | 27 (21.1%) | 1,330 (19.9%) | ||
| 20–29 | 21 (16.4%) | 1,342 (20.1%) | ||
| ≥30 | 65 (50.8%) | 3,062 (45.9%) | ||
| Missing | 1 (0.8%) | 128 (1.9%) | ||
| Smoking intensity (cig/day) | Mean ± SD | 17.4±9.6 | 17.1±8.9 | 0.663 |
| <10 | 22 (17.2%) | 1,050 (15.7%) | 0.881 | |
| 10–15 | 45 (35.2%) | 2,394 (35.9%) | ||
| 16–20 | 30 (23.4%) | 1,682 (25.2%) | ||
| ≥21 | 31 (24.2%) | 1,551 (23.2%) | ||
| Age at starting smoking (years) | Mean ± SD | 17.8±4.8 | 17.7±5.0 | 0.767 |
| <13 | 4 (3.1%) | 356 (5.3%) | 0.454 | |
| 13–17 | 69 (53.9%) | 3,600 (53.9%) | ||
| 18–25 | 45 (35.2%) | 2,243 (33.6%) | ||
| ≥25 | 10 (7.8%) | 478 (7.2%) | ||
| Former smoker | ||||
| Smoking duration (years) | Mean ± SD | 16.6±9.5 | 16.6±9.6 | 0.896 |
| Cumulative dose (packs-year) | <10 | 243 (44.2%) | 9,942 (47.2%) | 0.086 |
| 10-19 | 136 (24.7%) | 5,238 (24.9%) | ||
| 20-29 | 70 (12.7%) | 2,808 (13.3%) | ||
| ≥30 | 94 (17.1%) | 2,931 (13.9%) | ||
| Missing | 7 (1.3%) | 133 (0.6%) | ||
| Smoking intensity (cig/day) | Mean ± SD | 18.2±11.8 | 16.7±10.6 | 0.001 |
| <10 | 95 (17.3%) | 4,178 (19.8%) | 0.005 | |
| 10–15 | 178 (32.4%) | 7,328 (34.8%) | ||
| 16–20 | 146 (26.5%) | 5,521 (26.2%) | ||
| ≥21 | 131 (23.8%) | 4,025 (19.1%) | ||
| Age at starting smoking (years) | Mean ± SD | 17.8±4.5 | 17.4±3.6 | 0.011 |
| <13 | 21 (3.8%) | 633 (3.0%) | 0.025 | |
| 13–17 | 266 (48.4%) | 11,465 (54.5%) | ||
| 18–25 | 236 (42.9%) | 8,129 (38.6%) | ||
| ≥25 | 27 (4.9%) | 825 (3.9%) | ||
| Age at quitting smoking (years) | Mean ± SD | 34.5±9.3 | 34.0±9.4 | 0.262 |
| <25 | 10 (1.8%) | 428 (2.0%) | 0.404 | |
| 25–34 | 243 (44.2%) | 9,518 (45.2%) | ||
| 35–44 | 113 (20.5%) | 4,231 (20.1%) | ||
| 45–54 | 135 (24.5%) | 5,522 (26.2%) | ||
| ≥55 | 49 (8.9%) | 1,353 (6.4%) | ||
| Time since quitting (years) | <5 | 79 (14.4%) | 3,284 (15.6%) | 0.040 |
| 5–14 | 116 (21.1%) | 5,182 (24.6%) | ||
| 15–24 | 211 (38.4%) | 7,613 (36.2%) | ||
| ≥25 | 144 (26.2%) | 4,973 (23.6%) | ||
SD, standard deviation.
The relationship between smoking habits and early onset cataract surgery risk in the sample population
| Event | N | No. of person years | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |||||
| Overall | ||||||||
| Never | 1,035 | 42,479 | 374,372 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 550 | 21,602 | 190,367 | 1.06 | 0.95–1.17 | 1.07 | 0.96–1.20 | |
| Current | 128 | 6,805 | 60,303 | 0.77 | 0.64–0.93 | 0.96 | 0.79–1.16 | |
| Male | ||||||||
| Never | 373 | 16,985 | 149,817 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 234 | 9,435 | 83,409.3 | 1.06 | 0.90–1.25 | 1.07 | 0.90–1.27 | |
| Current | 49 | 3,027 | 26,892 | 0.7 | 0.52–0.95 | 0.81 | 0.59–1.11 | |
| Female | ||||||||
| Never | 662 | 25,494 | 224,555 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 316 | 12,167 | 106,957 | 1.05 | 0.92–1.21 | 1.07 | 0.93–1.23 | |
| Current | 79 | 3,778 | 33,411 | 0.82 | 0.65–1.03 | 1.07 | 0.84–1.36 | |
Model 1 was adjusted for age and gender only. Model 2 was adjusted for age, gender, income, education level, body mass index, history of hypertension, cardiovascular disease, diabetes, insulin use, alcohol drinking, physical activity and dietary factors. HR, hazard ratio; CI, confidence interval.
Multivariable cox regression analyses in subgroups stratified by baseline characteristics
| Former | Current | P for trend | |
|---|---|---|---|
| Sex | |||
| Male | 1.07 (0.90–1.27) | 0.76 (0.54–1.06) | 0.136 |
| Female | 1.08 (0.94–1.24) | 1.06 (0.83–1.36) | 0.548 |
| Surgery year | |||
| 2005–2008 | 0.94 (0.54–1.64) | 0.54 (0.16–1.78) | 0.596 |
| 2009–2013 | 0.95 (0.80–1.12) | 0.77 (0.58–1.03) | 0.215 |
| 2013–2016 | 0.97 (0.82–1.14) | 1.04 (0.77–1.41) | 0.878 |
| Alcohol intake | |||
| 0 units/week | 0.98 (0.77–1.25) | 0.98 (0.68–1.42) | 0.989 |
| 1–2 units/week | 1.00 (0.80–1.26) | 0.87 (0.55–1.36) | 0.821 |
| 2–14 units/week | 0.94 (0.69–1.28) | 0.96 (0.52–1.76) | 0.928 |
| 15+ units/week | 1.13 (0.90–1.42) | 0.93 (0.58–1.50) | 0.491 |
| Physical activity (%) | |||
| 0–4 sessions/week | 1.06 (0.81–1.38) | 0.91 (0.60–1.38) | 0.790 |
| 5–9 sessions/week | 1.14 (0.93–1.40) | 0.93 (0.64–1.37) | 0.361 |
| 10–14 sessions/week | 1.00 (0.80–1.25) | 1.01 (0.67–1.52) | 0.999 |
| ≥15 sessions/week | 1.09 (0.89–1.34) | 0.83 (0.55–1.24) | 0.373 |
| Household income (%) | |||
| <$20,000 AUD | 0.93 (0.55–1.57) | 1.02 (0.54–1.94) | 0.953 |
| $20,000–39,999 AUD | 0.87 (0.59–1.26) | 0.97 (0.58–1.60) | 0.758 |
| $40,000–69,999 AUD | 1.29 (1.02–1.64) | 1.04 (0.69–1.56) | 0.102 |
| ≥$70,000 AUD | 1.04 (0.90–1.22) | 0.93 (0.67–1.30) | 0.753 |
AUD, Australian dollars. Adjusted for age, gender, income, education level, body mass index, history of hypertension, cardiovascular disease, diabetes, insulin use, alcohol drinking, physical activity and dietary factors.
Sensitivity analysis by restricting to participants aged 45–50 at baseline only
| Event | N | No. of person years | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |||||
| Overall | ||||||||
| Never | 244 | 17,468 | 153,907 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 125 | 8,863 | 78,114.3 | 1 | 0.81–1.24 | 1.02 | 0.81–1.28 | |
| Current | 40 | 3,195 | 28,359.8 | 0.82 | 0.59–1.15 | 1.04 | 0.72–1.48 | |
| Male | ||||||||
| Never | 99 | 7015 | 61,810.7 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 44 | 3487 | 30,784.4 | 0.89 | 0.62–1.26 | 0.82 | 0.56–1.20 | |
| Current | 11 | 1332 | 11,848.5 | 0.53 | 0.29–1.00 | 0.5 | 0.26–1.00 | |
| Female | ||||||||
| Never | 145 | 10,453 | 92,096 | 1.0 (Ref) | 1.00–1.00 | 1.0 (Ref) | 1.00–1.00 | |
| Former | 81 | 5,376 | 47,329.9 | 1.09 | 0.83–1.43 | 1.14 | 0.86–1.52 | |
| Current | 29 | 1,863 | 16,511.3 | 1.02 | 0.69–1.52 | 1.46 | 0.95–2.23 | |
Model 1 was adjusted for age and gender only. Model 2 was adjusted for age, gender, income, education level, body mass index, history of hypertension, cardiovascular disease, diabetes, insulin use, alcohol drinking, physical activity and dietary factors. HR, hazards ratio; CI, confidence interval.