Binkai Liu, Geng Zong, Lu Zhu, Yang Hu, JoAnn E Manson, Molin Wang, Eric B Rimm, Frank B Hu, Qi Sun
{"title":"巧克力摄入与2型糖尿病风险:前瞻性队列研究","authors":"Binkai Liu, Geng Zong, Lu Zhu, Yang Hu, JoAnn E Manson, Molin Wang, Eric B Rimm, Frank B Hu, Qi Sun","doi":"10.1136/bmj-2023-078386","DOIUrl":null,"url":null,"abstract":"Objective To prospectively investigate the associations between dark, milk, and total chocolate consumption and risk of type 2 diabetes (T2D) in three US cohorts. Design Prospective cohort studies. Setting Nurses’ Health Study (NHS; 1986-2018), Nurses’ Health Study II (NHSII; 1991-2021), and Health Professionals Follow-Up Study (HPFS; 1986-2020). Participants At study baseline for total chocolate analyses (1986 for NHS and HPFS; 1991 for NHSII), 192 208 participants without T2D, cardiovascular disease, or cancer were included. 111 654 participants were included in the analysis for risk of T2D by intake of chocolate subtypes, assessed from 2006 in NHS and HPFS and from 2007 in NHSII. Main outcome measure Self-reported incident T2D, with patients identified by follow-up questionnaires and confirmed through a validated supplementary questionnaire. Cox proportional hazards regression was used to estimate hazard ratios and 95% confidence intervals (CIs) for T2D according to chocolate consumption. Results In the primary analyses for total chocolate, 18 862 people with incident T2D were identified during 4 829 175 person years of follow-up. After adjusting for personal, lifestyle, and dietary risk factors, participants consuming ≥5 servings/week of any chocolate showed a significant 10% (95% CI 2% to 17%; P trend=0.07) lower rate of T2D compared with those who never or rarely consumed chocolate. In analyses by chocolate subtypes, 4771 people with incident T2D were identified. Participants who consumed ≥5 servings/week of dark chocolate showed a significant 21% (5% to 34%; P trend=0.006) lower risk of T2D. No significant associations were found for milk chocolate intake. Spline regression showed a linear dose-response association between dark chocolate intake and risk of T2D (P for linearity=0.003), with a significant risk reduction of 3% (1% to 5%) observed for each serving/week of dark chocolate consumption. Intake of milk, but not dark, chocolate was positively associated with weight gain. Conclusions Increased consumption of dark, but not milk, chocolate was associated with lower risk of T2D. Increased consumption of milk, but not dark, chocolate was associated with long term weight gain. Further randomized controlled trials are needed to replicate these findings and further explore the mechanisms. No additional data available.","PeriodicalId":22388,"journal":{"name":"The BMJ","volume":"89 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Chocolate intake and risk of type 2 diabetes: prospective cohort studies\",\"authors\":\"Binkai Liu, Geng Zong, Lu Zhu, Yang Hu, JoAnn E Manson, Molin Wang, Eric B Rimm, Frank B Hu, Qi Sun\",\"doi\":\"10.1136/bmj-2023-078386\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Objective To prospectively investigate the associations between dark, milk, and total chocolate consumption and risk of type 2 diabetes (T2D) in three US cohorts. Design Prospective cohort studies. Setting Nurses’ Health Study (NHS; 1986-2018), Nurses’ Health Study II (NHSII; 1991-2021), and Health Professionals Follow-Up Study (HPFS; 1986-2020). Participants At study baseline for total chocolate analyses (1986 for NHS and HPFS; 1991 for NHSII), 192 208 participants without T2D, cardiovascular disease, or cancer were included. 111 654 participants were included in the analysis for risk of T2D by intake of chocolate subtypes, assessed from 2006 in NHS and HPFS and from 2007 in NHSII. Main outcome measure Self-reported incident T2D, with patients identified by follow-up questionnaires and confirmed through a validated supplementary questionnaire. Cox proportional hazards regression was used to estimate hazard ratios and 95% confidence intervals (CIs) for T2D according to chocolate consumption. Results In the primary analyses for total chocolate, 18 862 people with incident T2D were identified during 4 829 175 person years of follow-up. After adjusting for personal, lifestyle, and dietary risk factors, participants consuming ≥5 servings/week of any chocolate showed a significant 10% (95% CI 2% to 17%; P trend=0.07) lower rate of T2D compared with those who never or rarely consumed chocolate. In analyses by chocolate subtypes, 4771 people with incident T2D were identified. Participants who consumed ≥5 servings/week of dark chocolate showed a significant 21% (5% to 34%; P trend=0.006) lower risk of T2D. No significant associations were found for milk chocolate intake. Spline regression showed a linear dose-response association between dark chocolate intake and risk of T2D (P for linearity=0.003), with a significant risk reduction of 3% (1% to 5%) observed for each serving/week of dark chocolate consumption. Intake of milk, but not dark, chocolate was positively associated with weight gain. Conclusions Increased consumption of dark, but not milk, chocolate was associated with lower risk of T2D. Increased consumption of milk, but not dark, chocolate was associated with long term weight gain. Further randomized controlled trials are needed to replicate these findings and further explore the mechanisms. 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引用次数: 0
摘要
目的前瞻性研究美国三个队列中黑巧克力、牛奶巧克力和总巧克力摄入量与2型糖尿病(T2D)风险之间的关系。前瞻性队列研究。设置护士健康研究(NHS);1986-2018),护士健康研究II (NHSII;1991-2021年)和卫生专业人员随访研究(HPFS;1986 - 2020)。总巧克力分析的研究基线(1986年为NHS和HPFS;1991年为NHSII),纳入了192 208名无T2D、心血管疾病或癌症的参与者。从2006年NHS和HPFS以及从2007年NHSII开始,111654名参与者被纳入了通过摄入巧克力亚型来分析T2D风险的研究。主要结局测量自述T2D事件,患者通过随访问卷确定,并通过有效的补充问卷确认。采用Cox比例风险回归,根据巧克力摄入量估计T2D的风险比和95%置信区间(ci)。结果在对总巧克力的初步分析中,在4829175人年的随访中,发现了18862名T2D患者。在调整了个人、生活方式和饮食风险因素后,每周食用任何巧克力≥5份的参与者显示出显著的10% (95% CI 2%至17%;P趋势=0.07),与从不或很少食用巧克力的人相比,T2D发病率较低。在巧克力亚型分析中,4771人被确定为T2D。每周食用≥5份黑巧克力的参与者显示出显著的21%(5%至34%;P趋势=0.006)T2D风险降低。牛奶巧克力的摄入量没有发现明显的关联。样条回归显示黑巧克力摄入量与T2D风险之间呈线性剂量反应关系(线性P =0.003),每食用一份/周的黑巧克力可显著降低3%(1%至5%)的风险。摄入牛奶,而不是黑巧克力与体重增加呈正相关。结论:多吃黑巧克力,而不是牛奶巧克力,可以降低患糖尿病的风险。长期来看,牛奶(而非黑巧克力)的摄入量增加与体重增加有关。需要进一步的随机对照试验来重复这些发现并进一步探索其机制。没有其他数据。
Chocolate intake and risk of type 2 diabetes: prospective cohort studies
Objective To prospectively investigate the associations between dark, milk, and total chocolate consumption and risk of type 2 diabetes (T2D) in three US cohorts. Design Prospective cohort studies. Setting Nurses’ Health Study (NHS; 1986-2018), Nurses’ Health Study II (NHSII; 1991-2021), and Health Professionals Follow-Up Study (HPFS; 1986-2020). Participants At study baseline for total chocolate analyses (1986 for NHS and HPFS; 1991 for NHSII), 192 208 participants without T2D, cardiovascular disease, or cancer were included. 111 654 participants were included in the analysis for risk of T2D by intake of chocolate subtypes, assessed from 2006 in NHS and HPFS and from 2007 in NHSII. Main outcome measure Self-reported incident T2D, with patients identified by follow-up questionnaires and confirmed through a validated supplementary questionnaire. Cox proportional hazards regression was used to estimate hazard ratios and 95% confidence intervals (CIs) for T2D according to chocolate consumption. Results In the primary analyses for total chocolate, 18 862 people with incident T2D were identified during 4 829 175 person years of follow-up. After adjusting for personal, lifestyle, and dietary risk factors, participants consuming ≥5 servings/week of any chocolate showed a significant 10% (95% CI 2% to 17%; P trend=0.07) lower rate of T2D compared with those who never or rarely consumed chocolate. In analyses by chocolate subtypes, 4771 people with incident T2D were identified. Participants who consumed ≥5 servings/week of dark chocolate showed a significant 21% (5% to 34%; P trend=0.006) lower risk of T2D. No significant associations were found for milk chocolate intake. Spline regression showed a linear dose-response association between dark chocolate intake and risk of T2D (P for linearity=0.003), with a significant risk reduction of 3% (1% to 5%) observed for each serving/week of dark chocolate consumption. Intake of milk, but not dark, chocolate was positively associated with weight gain. Conclusions Increased consumption of dark, but not milk, chocolate was associated with lower risk of T2D. Increased consumption of milk, but not dark, chocolate was associated with long term weight gain. Further randomized controlled trials are needed to replicate these findings and further explore the mechanisms. No additional data available.