The Association between Smoking and Mortality in Women with Breast Cancer: A Real-World Database Analysis
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Study Population
2.3. Outcome and Measurements
2.4. Statistical Analysis
3. Results
4. Discussion
4.1. Effect Modification by Clinical Stage, Treatment Strategy, and Comorbidities
4.2. Effect Modification by Age, Alcohol Consumption, and the Duration and Intensity of Smoking
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Non-Smokers (N = 52,927) | Smokers (N = 1687) | p-Value | |
---|---|---|---|
Age group, n (%) | |||
<45 | 9681 (18.29) | 509 (30.17) | <0.0001 |
45–54 | 16,705 (31.56) | 676 (40.07) | |
55–64 | 15,118 (28.56) | 335 (19.86) | |
>=65 | 11,423 (21.58) | 167 (9.90) | |
Clinical Stage, n (%) | |||
I | 19,578 (36.99) | 551 (32.66) | 0.0042 |
II | 24,368 (46.04) | 827 (49.02) | |
III | 5195 (9.82) | 178 (10.55) | |
IV | 3786 (7.15) | 131 (7.77) | |
Drinking Alcohol, n (%) | 1770 (3.34) | 553 (32.78) | <0.0001 |
Chewing Betel Nuts, n (%) | 152 (0.29) | 90 (5.33) | <0.0001 |
CCI, n (%) | |||
0 | 38,854 (73.41) | 1317 (78.07) | 0.0004 |
1 | 7401 (13.98) | 203 (12.03) | |
2 | 3628 (6.85) | 92 (5.45) | |
3 | 1536 (2.90) | 32 (1.90) | |
>3 | 1508 (2.85) | 43 (2.55) | |
BMI, n (%) | |||
<18.5 | 2291 (4.33) | 130 (7.71) | <0.0001 |
18.5–25 | 30,228 (57.11) | 1021 (60.52) | |
25–30 | 15,162 (28.65) | 384 (22.76) | |
30–35 | 4176 (7.89) | 124 (7.35) | |
≥35 | 1070 (2.02) | 28 (1.66) | |
Death, n (%) | 6069 (11.47) | 211 (12.51) | 0.1872 |
Death within 5 years, n (%) | 5470 (10.35) | 191 (11.32) | 0.1905 |
Death due to breast cancer, n (%) | 4536 (8.57) | 167 (9.90) | 0.0554 |
Comorbidity, n (%) | |||
Myocardial infarction | 97 (0.18) | 5 (0.30) | 0.2488 |
Congestive heart failure | 525 (0.99) | 12 (0.71) | 0.2502 |
Peripheral vascular disease | 186 (0.35) | 8 (0.47) | 0.4040 |
Cerebrovascular disease | 1486 (2.81) | 36 (2.13) | 0.0979 |
Dementia | 476 (0.90) | 7 (0.41) | 0.0364 |
Chronic pulmonary disease | 1804 (3.41) | 78 (4.62) | 0.0071 |
Renal disease | 1136 (2.15) | 23 (1.36) | 0.0280 |
Hypertension | 11,137 (21.04) | 252 (14.94) | <0.0001 |
Hyperlipidemia | 8131 (15.36) | 184 (10.91) | <0.0001 |
Diabetes | 6068 (11.46) | 141 (8.36) | <0.0001 |
Liver disease | 1368 (2.58) | 42 (2.49) | 0.8085 |
Treatment, n (%) | |||
Operation | 49,499 (93.52) | 1574 (93.30) | 0.7161 |
Radiotherapy | 29,588 (55.90) | 1007 (56.69) | 0.0020 |
Chemotherapy | 35,136 (66.39) | 1240 (73.50) | <0.0001 |
Overall Mortality | Cancer-Specific Mortality | ||||||||
---|---|---|---|---|---|---|---|---|---|
Smokers vs. Non-Smokers | Patient, N | Death, N (%) | Crude HR (95%CI) | AHR (95% CI) ⫧ | p-Value | Death, N (%) | Crude HR (95%CI) | AHR (95% CI) ⫧ | p-Value |
Overall | 1687 | 211 (12.51) | 1.10 (0.96–1.27) | 1.25 (1.08–1.45) | 0.0022 | 167 (9.9) | 1.17 (1.00–1.36) * | 1.22 (1.04–1.44) | 0.0168 |
Stratified | |||||||||
Age group | |||||||||
<45 | 509 | 45 (8.84) | 1.16 (0.86–1.57) | 1.17 (0.84–1.62) | 0.3858 | 40 (7.86) | 1.13 (0.82–1.56) | 1.14 (0.81–1.62) | 0.4476 |
45–54 | 676 | 70 (10.36) | 1.16 (0.91–1.47) | 1.19 (0.92–1.54) | 0.1851 | 53 (7.84) | 1.00 (0.76–1.32) | 1.00 (0.75–1.34) | 0.9838 |
55–64 | 335 | 44 (13.13) | 1.31 (0.97–1.77) | 1.34 (0.98–1.83) | 0.0687 | 38 (11.34) | 1.47 (1.06–2.03) * | 1.49 (1.06–2.09) | 0.0220 |
>=65 | 167 | 52 (31.14) | 1.75 (1.33–2.30) * | 1.46 (1.10–1.95) | 0.0093 | 36 (21.56) | 2.05 (1.47–2.85) ** | 1.54 (1.09–2.18) | 0.0142 |
Clinical Stage | |||||||||
I | 551 | 17 (3.09) | 1.08 (0.67–1.75) | 1.56 (0.95–2.57) | 0.0791 | 9 (1.63) | 1.45 (0.74–2.81) | 1.65 (0.82–3.29) | 0.1577 |
II | 827 | 66 (7.98) | 0.92 (0.72–1.17) | 1.07 (0.83–1.38) | 0.6166 | 45 (5.44) | 0.98 (0.73–1.32) | 0.99 (0.73–1.36) | 0.9596 |
III | 178 | 48 (26.97) | 1.22 (0.91–1.62) | 1.54 (1.12–2.10) | 0.0071 | 39 (21.91) | 1.23 (0.89–1.69) | 1.40 (0.99–1.99) | 0.0554 |
IV | 131 | 80 (61.07) | 1.14 (0.91–1.43) | 1.27 (1.00–1.61) | 0.0486 | 74 (56.49) | 1.16 (0.92–1.46) | 1.26 (0.99–1.62) | 0.0630 |
Drinking Alcohol | 553 | 72 (13.02) | 1.38 (1.05–1.81) * | 1.43 (1.07–1.92) | 0.0164 | 58 (10.49) | 1.32 (0.97–1.78) | 1.34 (0.97–1.85) | 0.0808 |
Chewing Betel Nuts | 90 | 21 (23.33) | 1.72 (0.94–3.16) | 1.25 (0.56–2.80) | 0.5832 | 17 (18.89) | 2.11 (1.04–4.28) * | 1.30 (0.33–5.06) | 0.7095 |
CCI | |||||||||
0 | 1317 | 144 (10.93) | 1.18 (1.00–1.40) * | 1.20 (1.01–1.43) | 0.0408 | 118 (8.96) | 1.14 (0.95–1.38) | 1.11 (0.91–1.35) | 0.3052 |
1 | 203 | 19 (9.36) | 0.78 (0.49–1.22) | 0.99 (0.61–1.59) | 0.9626 | 17 (8.37) | 0.98 (0.61–1.59) | 1.13 (0.68–1.89) | 0.6370 |
2 | 92 | 17 (18.48) | 1.11 (0.68–1.79) | 1.56 (0.94–2.69) | 0.0843 | 14 (15.22) | 1.54 (0.90–2.63) | 2.18 (1.23–3.89) | 0.0081 |
3 | 32 | 9 (28.13) | 1.39 (0.72–2.70) | 1.28 (0.63–2.62) | 0.4947 | 5 (15.63) | 1.41 (0.58–3.43) | 0.77 (0.29–2.09) | 0.6117 |
>3 | 43 | 22 (51.16) | 1.38 (0.90–2.11) | 2.02 (1.28–3.19) | 0.0025 | 13 (30.23) | 1.74 (1.00–3.03) | 2.69 (1.48–4.89) | 0.0012 |
Treatment | |||||||||
Operation | 1574 | 141 (8.96) | 1.10 (0.93–1.30) | 1.19 (1.00–1.42) | 0.0558 | 106 (6.73) | 1.19 (0.98–1.44) | 1.12 (0.92–1.38) | 0.2627 |
Radiotherapy | 1007 | 92 (9.14) | 1.12 (0.91–1.38) | 1.28 (1.03–1.59) | 0.0286 | 71 (7.05) | 1.07 (0.85–1.36) | 1.18 (0.92–1.52) | 0.1857 |
Chemotherapy | 1240 | 173 (13.95) | 1.21 (1.04–1.41) * | 1.35 (1.15–1.59) | 0.0003 | 143 (11.53) | 1.19 (1.01–1.41) * | 1.28 (1.07–1.53) | 0.0063 |
Overall Mortality | Cancer-Specific Mortality | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Patient, N | Death, N (%) | Crude HR (95% CI) | p-Value | AHR (95% CI) ⫧ | p-Value | Death, N (%) | Crude HR (95% CI) | p-Value | AHR (95% CI) ⫧ | p-Value | |
Quit smoking | |||||||||||
Yes | 209 | 27 (12.92) | Ref. | Ref. | 22 (10.53) | Ref. | Ref. | ||||
No | 1478 | 184 (12.45) | 0.98 (0.65–1.47) | 0.9147 | 1.57 (1.02–2.42) | 0.0407 | 145 (9.81) | 0.95 (0.61–1.48) | 0.8110 | 1.48 (0.91–2.40) | 0.1113 |
Smoking count | |||||||||||
0.5 pack/day | 828 | 95 (11.47) | Ref. | Ref. | 76 (9.18) | Ref. | Ref. | ||||
1 pack/day | 734 | 95 (12.94) | 1.17 (0.88–1.55) | 0.2931 | 1.08 (0.79–1.46) | 0.6419 | 76 (10.35) | 1.16 (0.85–1.60) | 0.3488 | 1.09 (0.77–1.54) | 0.6427 |
>1 pack/day | 125 | 21 (16.8) | 1.46 (0.91–2.34) | 0.1158 | 1.29 (0.78–2.14) | 0.3253 | 15 (12.00) | 1.31 (0.75–2.28) | 0.3425 | 1.15 (0.64–2.09) | 0.6401 |
Smoking year | |||||||||||
0–10 | 568 | 52 (9.15) | Ref. | Ref. | 44 (7.75) | Ref. | Ref. | ||||
11–20 | 587 | 65 (11.07) | 1.25 (0.87–1.80) | 0.2323 | 1.05 (0.71–1.55) | 0.8024 | 49 (8.35) | 1.11 (0.74–1.67) | 0.6079 | 1.00 (0.65–1.55) | 0.9905 |
21–30 | 383 | 58 (15.14) | 1.79 (1.23–2.60) | 0.0023 | 1.09 (0.72–1.64) | 0.7007 | 44 (11.49) | 1.60 (1.05–2.43) | 0.0284 | 1.00 (0.62–1.60) | 0.9896 |
>30 | 149 | 36 (24.16) | 2.88 (1.88–4.40) | <0.0001 | 1.48 (0.87–2.49) | 0.1458 | 30 (20.13) | 2.82 (1.78–4.49) | <0.0001 | 1.84 (1.02–3.31) | 0.0426 |
Age group | |||||||||||
<45 | 509 | 45 (8.84) | Ref. | Ref. | 40 (7.86) | Ref. | Ref. | ||||
45–54 | 676 | 70 (10.36) | 1.24 (0.85–1.80) | 0.2670 | 1.35 (0.90–2.02) | 0.1483 | 53 (7.84) | 1.05 (0.70–1.58) | 0.8224 | 1.12 (0.71–1.75) | 0.6238 |
55–64 | 335 | 44 (13.13) | 1.67 (1.10–2.54) | 0.0153 | 1.33 (0.82–2.15) | 0.2418 | 38 (11.34) | 1.62 (1.04–2.53) | 0.0335 | 1.14 (0.67–1.94) | 0.6193 |
>=65 | 167 | 52 (31.14) | 4.37 (2.93–6.52) | <0.0001 | 2.28 (1.34–3.88) | 0.0024 | 36 (21.56) | 3.38 (2.15–5.31) | <0.0001 | 1.52 (0.83–2.79) | 0.1773 |
Clinical stage | |||||||||||
I | 551 | 17 (3.09) | Ref. | Ref. | 9 (1.63) | Ref. | Ref. | ||||
II | 827 | 66 (7.98) | 2.48 (1.45–4.22) | 0.0009 | 2.15 (1.24–3.72) | 0.0064 | 45 (5.44) | 3.21 (1.57–6.56) | 0.0014 | 2.75 (1.32–5.70) | 0.0067 |
III | 178 | 48 (26.97) | 10.59 (6.09–18.41) | <0.0001 | 9.64 (5.34–17.42) | <0.0001 | 39 (21.91) | 16.28 (7.89–33.62) | <0.0001 | 14.81 (6.94–31.64) | <0.0001 |
IV | 131 | 80 (61.07) | 36.95 (21.82–62.54) | <0.0001 | 15.79 (8.37–29.81) | <0.0001 | 74 (56.49) | 65.09 (32.50–130.35) | <0.0001 | 28.73 (12.92–63.91) | <0.0001 |
Drinking alcohol,yes vs. no | 553 | 72 (13.02) | 1.01 (0.76–1.35) | 0.9311 | 1.13 (0.82–1.55) | 0.4548 | 58 (10.49) | 1.04 (0.76–1.43) | 0.8101 | 1.22 (0.86–1.74) | 0.2719 |
Chewing betel nuts,yes vs. no | 90 | 21 (23.33) | 2.01 (1.28–3.15) | 0.0024 | 0.92 (0.55–1.54) | 0.7558 | 17 (18.89) | 2.05 (1.24–3.38) | 0.0051 | 0.80 (0.45–1.43) | 0.4467 |
CCI | |||||||||||
0 | 1317 | 144 (10.93) | Ref. | Ref. | 118 (8.96) | Ref. | Ref. | ||||
1 | 203 | 19 (9.36) | N/A | N/A | 0.97 (0.54–1.75) | 0.9238 | 17 (8.37) | 0.90 (0.54–1.50) | 0.6987 | 1.28 (0.66–2.47) | 0.4696 |
2 | 92 | 17 (18.48) | 0.83 (0.51–1.34) | 0.4375 | 2.22 (1.10–4.49) | 0.0260 | 14 (15.22) | 1.77 (1.02–3.08) | 0.0431 | 2.84 (1.28–6.32) | 0.0103 |
3 | 32 | 9 (28.13) | 1.77 (1.07–2.93) | 0.0261 | 1.61 (0.61–4.27) | 0.3406 | 5 (15.63) | 1.88 (0.77–4.59) | 0.1683 | 1.35 (0.37–4.87) | 0.6496 |
>3 | 43 | 22 (51.16) | 2.82 (1.44–5.54) | 0.0026 | 6.79 (3.25–14.21) | <0.0001 | 13 (30.23) | 4.78 (2.70–8.49) | <0.0001 | 6.55 (2.73–15.73) | <0.0001 |
Overall Mortality | Cancer-Specific Mortality | |||
---|---|---|---|---|
Quit smoking, no vs. yes | AHR ⫧ (95%CI) | p-Value | AHR ⫧ (95%CI) | p-Value |
Stratified | ||||
Age group | ||||
<45 | 1.86 (0.61–5.68) | 0.2788 | 1.75 (0.58–5.32) | 0.3249 |
45–54 | 2.24 (0.90–5.59) | 0.0850 | 3.67 (1.18–11.43) | 0.0246 |
55–64 | 4.10 (1.00–16.85) | 0.0508 | 10.66 (1.63–69.48) | 0.0134 |
>=65 | 1.07 (0.42–2.72) | 0.8831 | 0.72 (0.24–2.13) | 0.5530 |
Clinical Stage | ||||
Early stage | 1.33 (0.63–2.83) | 0.4537 | 1.76 (0.61–5.07) | 0.2927 |
Last stage | 1.74 (0.97–3.12) | 0.0625 | 1.51 (0.83–2.75) | 0.1769 |
Drinking Alcohol | 3.08 (1.38–6.85) | 0.0058 | 3.93 (1.51–10.18) | 0.0049 |
CCI | ||||
0 | 2.01 (1.12–3.61) | 0.0196 | 2.21 (1.16–4.20) | 0.0157 |
1–2 | 0.99 (0.24–4.13) | 0.9876 | 1.21 (0.24–6.06) | 0.8174 |
>=3 | 0.38 (0.06–2.57) | 0.3240 | N/A | 0.9983 |
Treatment | ||||
Operation | 1.67 (0.91–3.04) | 0.0971 | 1.75 (0.85–3.62) | 0.1281 |
Radiotherapy | 3.05 (1.39–6.69) | 0.0053 | 2.89 (1.19–7.02) | 0.0193 |
Chemotherapy | 1.53 (0.93–2.54) | 0.0953 | 1.66 (0.96–2.88) | 0.0726 |
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Lai, Y.-C.; Chen, Y.-H.; Wu, Y.-C.; Liang, F.-W.; Wang, J.-J.; Lim, S.-W.; Ho, C.-H. The Association between Smoking and Mortality in Women with Breast Cancer: A Real-World Database Analysis. Cancers 2022, 14, 4565. https://doi.org/10.3390/cancers14194565
Lai Y-C, Chen Y-H, Wu Y-C, Liang F-W, Wang J-J, Lim S-W, Ho C-H. The Association between Smoking and Mortality in Women with Breast Cancer: A Real-World Database Analysis. Cancers. 2022; 14(19):4565. https://doi.org/10.3390/cancers14194565
Chicago/Turabian StyleLai, Yi-Chen, Yu-Han Chen, Yu-Cih Wu, Fu-Wen Liang, Jhi-Joung Wang, Sher-Wei Lim, and Chung-Han Ho. 2022. "The Association between Smoking and Mortality in Women with Breast Cancer: A Real-World Database Analysis" Cancers 14, no. 19: 4565. https://doi.org/10.3390/cancers14194565
APA StyleLai, Y. -C., Chen, Y. -H., Wu, Y. -C., Liang, F. -W., Wang, J. -J., Lim, S. -W., & Ho, C. -H. (2022). The Association between Smoking and Mortality in Women with Breast Cancer: A Real-World Database Analysis. Cancers, 14(19), 4565. https://doi.org/10.3390/cancers14194565