Flavonoids, Flavonoid Subclasses, and Esophageal Cancer Risk: A Meta-Analysis of Epidemiologic Studies
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Sources and Search Strategy
2.2. Inclusion Criteria and Exclusion Criterion
2.3. Data Extraction
2.4. Statistical Analysis
3. Results
3.1. Characteristics of the Included Studies
3.2. Meta-Analysis of Flavonoids Intake and Esophageal Cancer Risk
3.3. Source of Heterogeneity
3.4. Sensitivity Analysis and Publication Bias
4. Discussion
5. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
Appendix
References
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Author, Year | Country | Study-Design | Source of Control | Dietary Assessment | Participants (Cases) | Total/Subclasses of Flavonoid | Comparison | HR or OR (95% CI) | Adjustment for Covariates |
---|---|---|---|---|---|---|---|---|---|
Petrick, 2015 [46] | USA | Case-control | PB | Validated FFQ-104 items | 1127 (465) | Total flavonoids | ≥217.36 vs. 0–63.8 mg/day | 0.92 (0.63, 1.37) for EAC | Age, sex, race, geographic centre, cigarette smoking, and dietary energy intake |
0.87 (0.53, 1.41) for ESCC | |||||||||
Anthocyanidins | ≥18.48 vs. 0–7.21 mg/day | 0.43 (0.29, 0.66) for EAC | |||||||
0.43 (0.26, 0.70) for ESCC | |||||||||
Flavan-3-ols | ≥130.7 vs. 0–10.29 mg/day | 1.02 (0.69, 1.51) for EAC | |||||||
0.98 (0.60, 1.59) for ESCC | |||||||||
Flavanones | ≥49.53 vs. 0–11.57 mg/day | 0.56 (0.37, 0.85) for EAC | |||||||
0.48 (0.29, 0.78) for ESCC | |||||||||
Flavones | ≥2.63 vs. 0–1.29 mg/day | 0.84 (0.56, 1.25) for EAC | |||||||
0.55 (0.34, 0.89) for ESCC | |||||||||
Flavonols | ≥17.8 vs. 0–8.31 mg/day | 0.80 (0.54, 1.18) for EAC | |||||||
0.97 (0.62, 1.53) for ESCC | |||||||||
Isoflavones | ≥0.60 vs. 0–0.27 mg/day | 1.65 (1.02, 2.65) for EAC | |||||||
0.72 (0.40, 1.29) for ESCC | |||||||||
Lignans | ≥0.083 vs. 0–0.045 mg/day | 0.75 (0.49, 1.13) for EAC | |||||||
0.38 (0.23, 0.63) for ESCC | |||||||||
Tang, 2015 [32] | China | Case-control | HB | Validated FFQ-137 items | 739 (359) | Isoflavones | >26.0 vs. <8.0 mg/day | 0.37 (0.25–0.55) | Age, gender, education level, BMI, total energy intake (kJ/d), tobacco smoking, alcohol drinking, and family history of cancer |
Lin, 2014 [47] | Sweden | Case-control | PB | Validated FFQ-36 items | 1407 (601) | Resveratrol, quercetin, and lignans | Q5 vs. Q1 | 0.24 (0.12–0.49) for EAC 0.31 (0.15–0.65) for ESCC 0.42 (0.26–0.67) for JAC | Age, sex, energy, educational level, smoking, alcohol consumption, BMI, physical activity, reflux, and Helicobacter pylori infection. |
Vermeulen, 2013 [48] | 23 centers in 10 European countries. | Cohort | PB | Validated FFQ 1877 items | 477,312 (341) | Total flavonoids | Q4 vs. Q1 | 0.96 (0.66–1.39) | Center, age, sex, energy intake, BMI, smoking intensity, educational level, physical activity, alcohol, red and processed meat intake, fiber, vitamin C, and carotenoids |
Flavanols | 0.65 (0.66–1.38) | ||||||||
Flavan-3-ol | 0.86 (0.58–1.27) | ||||||||
Proanthocyanidins | 1.14 (0.77–1.68) | ||||||||
Theaflavins | 0.76 (0.53–1.10) | ||||||||
Anthocyanidins | 0.88 (0.58–1.35) | ||||||||
Flavonols | 0.90 (0.61–1.34) | ||||||||
Flavanones | 0.93 (0.62–1.38) | ||||||||
Flavones | 0.73 (0.48–1.10) | ||||||||
Isoflavones | 0.71 (0.44–1.16) | ||||||||
Bobe, 2009 [49] | United States | Case-control | PB | Not validated FFQ-57 items | 1728 (493) | Total Flavonoids | >107 vs. <43.0 mg/1000 kcal | 0.71 (0.36–1.42) for White EAC | Smoking duration and intensity, geographical area, age, BMI, hot tea consumption, hard liquor consumption, beer consumption, “moonshine” consumption (only for black men), red wine consumption, white wine consumption (except for ESCC in white men), caloric intake, education (only for black men), and income. |
1.19 (0.50–2.81) for White ESCC | |||||||||
0.72 (0.35–1.46) for Black ESCC | |||||||||
Anthocyanidins | >4.73 vs. <1.45 mg/1000 kcal | 0.47 (0.24–0.91) for White EAC | |||||||
0.73 (0.32–1.67) for White ESCC | |||||||||
0.86 (0.42–1.75) for Black ESCC | |||||||||
Flavan-3-ols | >60.6 vs. <10.3 mg/1000 kcal | 1.22 (0.60–2.49) for White EAC | |||||||
0.95 (0.36–2.52) for White ESCC | |||||||||
0.78 (0.36–1.68) for Black ESCC | |||||||||
Flavanones | >26.2 vs. <9.3 mg/1000 kcal | 0.99 (0.56–1.75) for White EAC | |||||||
0.94 (0.47–1.90) for White ESCC | |||||||||
0.57 (0.30–1.08) for Black ESCC | |||||||||
Flavones | >4.41 vs. <2.08 mg/1000 kcal | 0.81 (0.43–1.51) for White EAC | |||||||
0.79 (0.36–1.73) for White ESCC | |||||||||
1.02 (0.52–2.00) for Black ESCC | |||||||||
Flavonols | >15.9 vs. <6.89 mg/1000 kcal | 0.98 (0.47–2.01) for White EAC | |||||||
1.09 (0.41–2.87) for White ESCC | |||||||||
1.11 (0.54–2.30) for Black ESCC | |||||||||
Isoflavonoids | >0.019 vs. <0.005 mg/1000 kcal | 0.65 (0.36–1.18) for White EAC | |||||||
0.43 (0.20–0.93) for White ESCC | |||||||||
0.91 (0.50–1.64) for Black ESCC | |||||||||
Proanthocyanidins | >272 vs. 45.5 mg/1000 kcal | 0.89 (0.46–1.70) for White EAC | |||||||
1.02 (0.46–2.26) for White ESCC | |||||||||
0.58 (0.30–1.13) for Black ESCC | |||||||||
Rossi, 2007 [50] | Italy | Case-control | HB | Validated FFQ-78 items, | 1047 (304) | Total Flavonoids | Q5 vs. Q1 | 0.99 (0.55–1.79) | Age, sex, study centre, education, alcohol consumption, tobacco smoking, BMI, and energy intake. |
Anthocyanidins | 0.84 (0.46–1.54) | ||||||||
Flavan-3-ols | 1.06 (0.58–1.94) | ||||||||
Flavanones | 0.38 (0.23–0.66) | ||||||||
Flavones | 0.97 (0.57–1.67) | ||||||||
Flavonols | 0.68 (0.38–1.64) | ||||||||
De Stefani, 1999 [33] | Uruguay | Case-control | HB | Not validated FFQ-64 items | 459 (66) | Flavonoids | Q3 vs. Q1 | 0.4 (0.3–0.6) | Age, sex, residence, urban/rural, education, BMI, tobacco smoking, alcohol, and energy |
Subgroups | No. of Studies | No. of Cases | Pooled ORs (95% CI) | p | Heterogeneity Test | ||
---|---|---|---|---|---|---|---|
Chi-Square | I2 (%) | phet | |||||
All studies | 8 | 1673 | 0.78 (0.59–1.04) | 0.088 | 17.95 | 61.0 | 0.012 |
Subclass of flavonoids | |||||||
Anthocyanidins | 7 | 1607 | 0.60 (0.49–0.74) | <0.001 | 10.31 | 41.8 | 0.112 |
Flavan-3-ols | 7 | 1607 | 0.97 (0.79–1.18) | 0.735 | 1.22 | 0 | 0.976 |
Flavanones | 7 | 1607 | 0.65 (0.49–0.86) | 0.002 | 12.33 | 51.3 | 0.055 |
Flavones | 7 | 1607 | 0.78 (0.64–0.95) | 0.013 | 3.51 | 0 | 0.743 |
Flavonols | 7 | 1607 | 0.89 (0.73–1.09) | 0.276 | 1.54 | 0 | 0.957 |
Isoflavones | 7 | 1662 | 0.70 (0.46–1.06) | 0.093 | 24.77 | 75.8 | <0.001 |
Proanthocyanidins | 4 | 838 | 0.95 (0.72–1.26) | 0.734 | 3.04 | 1.2 | 0.386 |
Study design | |||||||
Cohort | 1 | 345 | 0.96 (0.66–1.39) | 0.830 | N/A | N/A | N/A |
Case-control | 7 | 1328 | 0.76 (0.55–1.04) | 0.088 | 15.92 | 62.3 | 0.014 |
Pathological type | |||||||
EAC | 2 | 435 | 0.86 (0.62–1.21) | 0.396 | 0.41 | 0 | 0.520 |
ESCC | 5 | 893 | 0.74 (0.48–1.15) | 0.051 | 13.68 | 70.8 | 0.008 |
Mix type | 1 | 345 | 0.96 (0.66–1.39) | 0.830 | N/A | N/A | N/A |
Source of control | |||||||
Hospital-based | 2 | 370 | 0.61 (0.25–1.48) | 0.273 | 6.74 | 85.2 | 0.009 |
Population-based | 6 | 1303 | 0.89 (0.74–1.09) | 0.260 | 1.39 | 0 | 0.926 |
Geographic locations | |||||||
Europe | 2 | 649 | 0.97 (0.71–1.33) | 0.842 | 0.01 | 0 | 0.931 |
America | 6 | 1024 | 0.73 (0.51–1.04) | 0.080 | 14.57 | 65.7 | 0.012 |
Dietary assessment | |||||||
Validated FFQ | 4 | 1114 | 0.93 (0.75–1.14) | 0.461 | 0.19 | 0 | 0.979 |
Not Validated FFQ | 4 | 559 | 0.64 (0.39–1.04) | 0.070 | 7.31 | 59.0 | 0.063 |
Length of dietary recall | |||||||
0–5 years before diagnosis | 5 | 1180 | 0.78 (0.54–1.12) | 0.178 | 16.81 | 76.2 | 0.002 |
≥5 years before diagnosis | 3 | 493 | 0.81 (0.53–1.25) | 0.338 | 1.01 | 0 | 0.604 |
Adjustment for energy intake | |||||||
Yes | 5 | 1180 | 0.78 (0.54–1.12) | 0.178 | 16.81 | 76.2 | 0.002 |
No | 3 | 493 | 0.81 (0.53–1.25) | 0.338 | 1.01 | 0 | 0.604 |
© 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
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Cui, L.; Liu, X.; Tian, Y.; Xie, C.; Li, Q.; Cui, H.; Sun, C. Flavonoids, Flavonoid Subclasses, and Esophageal Cancer Risk: A Meta-Analysis of Epidemiologic Studies. Nutrients 2016, 8, 350. https://doi.org/10.3390/nu8060350
Cui L, Liu X, Tian Y, Xie C, Li Q, Cui H, Sun C. Flavonoids, Flavonoid Subclasses, and Esophageal Cancer Risk: A Meta-Analysis of Epidemiologic Studies. Nutrients. 2016; 8(6):350. https://doi.org/10.3390/nu8060350
Chicago/Turabian StyleCui, Lingling, Xinxin Liu, Yalan Tian, Chen Xie, Qianwen Li, Han Cui, and Changqing Sun. 2016. "Flavonoids, Flavonoid Subclasses, and Esophageal Cancer Risk: A Meta-Analysis of Epidemiologic Studies" Nutrients 8, no. 6: 350. https://doi.org/10.3390/nu8060350
APA StyleCui, L., Liu, X., Tian, Y., Xie, C., Li, Q., Cui, H., & Sun, C. (2016). Flavonoids, Flavonoid Subclasses, and Esophageal Cancer Risk: A Meta-Analysis of Epidemiologic Studies. Nutrients, 8(6), 350. https://doi.org/10.3390/nu8060350