prospective cohort

前瞻性队列
  • 文章类型: Journal Article
    背景:关于体重变化和心房颤动(AF)的流行病学证据仍然有限且不一致。先前对青年和AF的体重指数(BMI)的研究很少考虑随后的BMI。本研究旨在评估青少年中房颤与体重变化和BMI的关系。以及遗传易感性对房颤的影响。
    方法:该研究包括来自马尔默饮食和癌症队列的21,761名个体(平均年龄57.8岁)。在三个时间点获得体重信息,包括20岁时的体重,基线测量体重(成年中期),并在5年随访检查(中年晚期)时报告体重。使用134个变体创建AF的加权遗传风险评分。
    结果:在平均23.2年的随访中,共有4038名参与者发生房颤.从成年早期到中期的体重变化与房颤风险之间的关联因性别而改变(P交互作用=0.004);女性体重减轻与房颤风险降低相关。但不是男性。相反,女性体重增加与房颤风险呈线性正相关,而只有当男性体重增加超过阈值时,房颤风险才会增加。与体重稳定的参与者相比,从成年中期到中年后期体重增加>5公斤的参与者患AF的风险高19%。而体重减轻显示为零关联。与20岁时BMI较低的个体相比,BMI高于25kg/m2的患者患房颤的风险增加(HR=1.14;95%CI:1.02-1.28),在控制基线BMI后,这种关联在男性或房颤遗传风险较低的人群中更为明显.
    结论:成年中期体重增加与较高的AF风险相关。从成年早期到中期的体重减轻,但不是从中年到中年后期,仅在女性中与较低的AF风险相关。青少年BMI较高与房颤风险增加有关。尤其是男性或房颤遗传风险较低的人群。
    BACKGROUND: Epidemiological evidence on weight change and atrial fibrillation (AF) remains limited and inconsistent. Previous studies on body mass index (BMI) in youth and AF rarely considered subsequent BMI. This study aimed to assess the associations of AF with weight change and BMI in youth, as well as modified effect by genetic susceptibility of AF.
    METHODS: The study included 21,761 individuals (mean age 57.8 years) from the Malmö Diet and Cancer cohort. Weight information was obtained at three time points, including recalled weight at age 20 years, measured weight at baseline (middle adulthood), and reported weight at 5-year follow-up examination (late middle adulthood). A weighted genetic risk score of AF was created using 134 variants.
    RESULTS: During a median follow-up of 23.2 years, a total of 4038 participants developed AF. The association between weight change from early to middle adulthood and AF risk was modified by sex (Pinteraction = 0.004); weight loss was associated with a lower AF risk in females, but not in males. Conversely, weight gain was positively associated with AF risk in a linear manner in females, whereas increased AF risk appeared only when weight gain exceeded a threshold in males. Participants with weight gain of > 5 kg from middle to late middle adulthood had a 19% higher risk of AF relative to those with stable weight, whereas weight loss showed a null association. Compared to individuals with a lower BMI at age 20 years, those with a BMI above 25 kg/m2 had an increased risk of AF (HR = 1.14; 95% CI: 1.02-1.28), after controlling for baseline BMI; this association was more pronounced in males or those with a lower genetic risk of AF.
    CONCLUSIONS: Weight gain in middle adulthood was associated with higher AF risk. Weight loss from early to middle adulthood, but not from middle to late middle adulthood, was associated with a lower risk of AF only in females. Higher BMI in youth was associated with an increased risk of AF, particularly among males or those with a lower genetic risk of AF.
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  • 文章类型: Journal Article
    空气污染物与肝胆胰腺疾病之间的关系仍然没有定论。这项研究分析了来自英国生物银行的多达247,091名白人欧洲血统的参与者(招募时年龄在37至73岁之间),开放获取的大规模前瞻性队列。空气污染评分用于评估PM2.5,PM2.5-10,PM10,NO2和NOX对总肝胆胰腺疾病的综合影响。肝脏疾病,胆囊疾病,和胰腺疾病。采用Cox比例风险模型来评估空气污染物与这些疾病发生率之间的关系。限制性三次样条回归用于检查空气污染物与肝胆胰腺疾病风险之间的剂量反应关系。我们确定了4865例全肝胆胰疾病,中位随访时间为10.86年。空气污染评分与肝脏疾病风险增加中度相关(HR=1.009,95%CI:1.004,1.014),但不是胆囊和胰腺疾病。在单个空气污染物中,PM2.5(HR=1.069,95%CI:1.025,1.115)和PM10(HR=1.036,95%CI:1.011,1.061)显著增长肝病风险。男性发现PM2.5有较高的肝病风险(HR=1.075,95%CI:1.015,1.139)。此外,超重个体(HR=1.125,95%CI:1.052,1.203),年龄≥60且≤73(HR=1.098,95%CI:1.028,1.172),酒精摄入量≥14单位/周(HR=1.078,95%CI:1.006,1.155)在高度暴露于PM2.5时发生肝病的风险更高。这项研究表明,长时间暴露于环境空气污染物可能会增加肝脏疾病的风险。
    The association between air pollutants and hepatobiliary pancreatic diseases remains inconclusive. This study analyzed up to 247,091 participants of White European ancestry (aged 37 to 73 years at recruitment) from the UK Biobank, a large-scale prospective cohort with open access. An air pollution score was utilized to assess the combined effect of PM2.5, PM2.5-10, PM10, NO2, and NOX on total hepatobiliary pancreatic diseases, liver diseases, cholecyst diseases, and pancreatic diseases. Cox proportional hazard models were employed to evaluate the relationships between air pollutants and the incidence of these diseases. Restricted cubic spline regressions were used to examine the dose-response association between air pollutants and the risk of hepatobiliary pancreatic diseases. We identified 4865 cases of total hepatobiliary pancreatic diseases, over a median follow-up of 10.86 years. The air pollution scores were moderately associated with increased liver disease risk (HR = 1.009, 95 % CI: 1.004, 1.014), but not with cholecyst and pancreatic diseases. Among the individual air pollutants, PM2.5 (HR = 1.069, 95 % CI: 1.025, 1.115) and PM10 (HR = 1.036, 95 % CI: 1.011, 1.061) significantly increased liver disease risk. Males showed a higher risk of liver diseases with PM2.5 (HR = 1.075, 95 % CI: 1.015, 1.139). Additionally, individuals with overweight (HR = 1.125, 95 % CI: 1.052, 1.203), age ≥ 60 and ≤73 (HR = 1.098, 95 % CI: 1.028, 1.172), and alcohol intake ≥ 14 unit/week (HR = 1.078, 95 % CI: 1.006, 1.155) had a higher risk of developing liver diseases at high expose to PM2.5. This study suggests that prolonged exposure to ambient air pollutants may elevate the risk of liver diseases.
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  • 文章类型: Journal Article
    背景:骨折史与痴呆风险增加有关;然而,目前尚不清楚骨折发生前和痴呆发生后风险之间是否存在性别差异.
    目的:研究性别是否改变了既往骨折与后续痴呆风险之间的关系。
    方法:前瞻性队列研究。
    方法:英国生物银行。
    方法:496,331名参与者(54.6%女性)在基线时没有痴呆。
    方法:在基线时通过触摸屏问卷自我报告骨折史。主要结果是全因痴呆。
    结果:任何骨折和脆性骨折均与男性随后的全因痴呆的风险增加显着相关(调整后的风险比(HR):1.28;95%置信区间(CI):1.14-1.43;调整后的HR:1.48;95%CI:1.18-1.87),但在女性中没有(调整后的HR:1.04;95%CI0.95-1.15;调整后的HR:1.01;95%CI:0.87-1.18);这些性别差异是显著的(P交互作用=0.006;P交互作用=0.007)。不同骨折部位(包括上肢、下肢,脊柱,和多个站点)在全因痴呆症上是一致的。
    结论:这项研究表明,男性的既往骨折与痴呆风险增加有关,而女性则没有。性别差异显著。先前的骨折可能是识别中年和老年男性随后的痴呆的重要标志。
    BACKGROUND: A history of fracture has been associated with increased risk of dementia; however, it is uncertain whether sex difference exists in the association between prior fracture and subsequent risk of incident dementia.
    OBJECTIVE: To investigate whether sex modified the relationship between prior fracture and subsequent risk of dementia.
    METHODS: Prospective cohort study.
    METHODS: UK Biobank.
    METHODS: 496,331 participants (54.6% women) free of dementia at baseline.
    METHODS: History of fracture was self-reported via touchscreen questionnaires at baseline. The primary outcome was all-cause dementia.
    RESULTS: Both any fracture and fragility fracture were significantly associated with an increased risk of subsequent all-cause dementia in men (adjusted hazard ratio (HR): 1.28; 95% confidence interval (CI): 1.14-1.43; adjusted HR: 1.48; 95% CI: 1.18-1.87, respectively), but not in women (adjusted HR: 1.04; 95% CI 0.95-1.15; adjusted HR: 1.01; 95% CI: 0.87-1.18, respectively); and these sex-differences were significant (P interaction = 0.006; P interaction = 0.007, respectively). The sex differences in the impacts of different fracture sites (including upper limb, lower limb, spine, and multiple sites) were consistent on all-cause dementia.
    CONCLUSIONS: This study demonstrated that prior fracture was associated with an increased risk of dementia in men but not in women, and the sex difference was significant. Previous fracture may be an important marker for identifying subsequent dementia in middle-aged and older men.
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  • 文章类型: Journal Article
    许多研究已经确定了炎症在骨关节炎(OA)进展中的作用,然而,有限的研究探讨了全身性炎症指标与诊断前OA风险之间的关联.本研究旨在使用英国生物银行的数据调查外周炎症指标与OA风险之间的关系。
    该研究分析了来自英国生物库417,507名参与者的数据,包括中性粒细胞计数,淋巴细胞计数,单核细胞计数,血小板计数,和C反应蛋白计。此外,衍生的比率,如NLR(中性粒细胞-淋巴细胞比率),PLR(血小板-淋巴细胞比率),SII(全身免疫炎症指数),并检查LMR(淋巴细胞-单核细胞比率)。Cox比例风险模型和受限三次样条模型用于评估线性和非线性关联。
    在平均12.7年的随访期内,共发现49,509例OA事件.结果显示,CRP(HR:1.06,95CI:1.05-1.07),NLR(HR:1.02,95CI:1.01-1.03),PLR(HR:1.02,95CI:1.01-1.03),和SII(HR:1.03,95CI:1.01-1.04)与OA风险增加相关,而LMR(HR:0.97,95CI:0.96-0.99)与OA风险呈显著负相关。亚组分析进一步强调,这些关联在大多数人群中都很重要。虽然中性粒细胞,淋巴细胞,单核细胞,血小板显示与OA的风险有名义上的关联,结果不可靠,特别是对于特定的关节OA。
    该研究提供了外周炎症指标升高与OA风险显著相关的证据。这些发现强调了低度慢性炎症在OA发展中的重要性。建议这些指标作为OA的早期预测因子的潜在临床实用性,值得进一步探索。
    UNASSIGNED: Numerous studies have established the role of inflammation in osteoarthritis (OA) progression, yet limited research explores the association between systemic inflammatory indicators and pre-diagnosis OA risk. This study aimed to investigate the association between peripheral inflammatory indicators and the risk of OA using data from the UK Biobank.
    UNASSIGNED: The study analyzed data from 417,507 participants in the UK Biobank, including neutrophil count, lymphocyte count, monocyte count, platelet count, and C-reactive protein meter. Additionally, derived ratios such as NLR(neutrophils-lymphocytes ratio), PLR(Platelets-lymphocytes ratio), SII(systemic immune-inflammation index), and LMR (lymphocytes-monocytes ratio) were examined. Cox proportional hazards models and restricted cubic spline models were used to assess both linear and nonlinear associations.
    UNASSIGNED: Over a mean follow-up period of 12.7 years, a total of 49,509 OA events were identified. The findings revealed that CRP (HR:1.06, 95%CI:1.05-1.07), NLR (HR:1.02, 95%CI:1.01-1.03), PLR (HR:1.02, 95%CI:1.01-1.03), and SII (HR:1.03, 95%CI:1.01-1.04) were associated with an increased risk of OA, while LMR (HR:0.97, 95%CI:0.96-0.99) showed a significant negative correlation with OA risk. Subgroup analyses further emphasized that these associations were significant across most of the population. Although neutrophils, lymphocytes, monocytes, and platelets showed a nominal association with the risk of OA, the results were unreliable, especially for specific joint OA.
    UNASSIGNED: The study provides evidence of a significant association between elevated peripheral inflammatory indicators and OA risk. These findings underscore the importance of low-grade chronic inflammation in OA development. The potential clinical utility of these indicators as early predictors of OA is suggested, warranting further exploration.
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  • 文章类型: Journal Article
    我们前瞻性分析了空腹血糖(FPG)与女性乳腺癌风险之间的相关性;探讨了女性乳腺癌的独立危险因素,并比较FPG水平对年轻和非年轻乳腺癌风险的影响。本研究为我国乳腺癌病因学研究提供了新的证据和思路,提高了乳腺癌二级预防的准确性,并为乳腺癌合并糖尿病患者的临床诊断和治疗提供选择。
    在2006年,2008年和2010年参加开滦组首次健康检查的三个女性队列被聚集在一起,对FPG的基线数据进行描述性分析。采用Kaplan-Meier法计算13年以上不同组乳腺癌的累积发病率,采用log-rank检验进行组间比较。使用Cox比例风险回归模型分析FPG水平与乳腺癌风险之间的关系。
    在FPG高于5.29mmol/L的人群中,乳腺癌的累积发病率增加,但不同FPG水平对青年乳腺癌发病风险的影响差异无统计学意义。不同程度的空腹血糖水平可影响人群非年轻乳腺癌的发病风险。
    这项研究的结果表明,通过早期干预以控制FPG水平,可以逆转患乳腺癌的风险。定期监测FPG可降低人群乳腺癌误诊率。
    UNASSIGNED: We prospectively analyzed the correlation between fasting plasma glucose (FPG) and the risk of breast cancer in women; explored the independent risk factors for breast cancer in women, and compared the effect of FPG level on the risk of young and non-young breast cancer. Our study provides new evidence and ideas for research into breast cancer etiology in China, improves the accuracy of secondary prevention of breast cancer, and provides options for the clinical diagnosis and treatment of breast cancer patients with diabetes.
    UNASSIGNED: Three cohorts of women participating in the first health examination of the Kailuan Group in 2006, 2008 and 2010 were assembled to conduct a descriptive analysis of the baseline data on FPG. The cumulative incidence of breast cancer in different groups over 13 years was calculated using the Kaplan-Meier method and groups were compared using the log-rank test. A Cox proportional hazards regression model was used to analyze the association between FPG level and the risk of breast cancer.
    UNASSIGNED: The cumulative incidence of breast cancer increased in people with FPG higher than 5.29 mmol/L, but there was no significant difference in the effect of different levels of FPG on the risk of young breast cancer in the population. Different degrees of fasting glucose can affect the risk of non-young breast cancer in the population.
    UNASSIGNED: The results of this study suggest that the risk of breast cancer can be reversed by early intervention to control levels of FPG. Regular monitoring of FPG may reduce the misdiagnosis rate of breast cancer in the population.
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  • 文章类型: Journal Article
    我们的研究旨在调查中年女性的睡眠-觉醒变化与抑郁症状事件之间的关系。我们招募了1579名年龄在44-56岁之间的女性,这些女性在基线时没有临床相关的抑郁症状。每次就诊时使用流行病学研究中心抑郁量表评估抑郁症状。在第三次和第四次后续访问中,妇女报告他们的睡眠习惯。睡眠中点定义为入睡时间加上睡眠持续时间的一半。睡眠-觉醒变化是由第三次和第四次访问之间睡眠中点的差异决定的。相隔一年。中位随访时间为7年(范围1-7年)。拟合Cox比例风险模型,以计算与睡眠-觉醒变化相关的抑郁症状发生率的风险比和95%置信区间。在调整了潜在的混杂因素后,重度睡眠中点变化与轻度睡眠中点变化相比,抑郁症状的风险比(95%置信区间)为1.51(1.12,2.05).这种关系仍然具有统计学意义,并且在另外控制睡眠持续时间时变化不大。睡眠质量,失眠症状,使用睡眠药物,使用紧张的药物,葡萄糖,胰岛素,脂质,膳食能量摄入,和C反应蛋白.我们的发现表明,长期暴露于严重的睡眠-觉醒变化会增加中年女性抑郁症状的风险。
    Our study aimed to investigate the relationship between sleep-wake changes and depressive symptoms events among midlife women. We enrolled 1579 women aged 44-56 years who had no clinically relevant depressive symptoms at baseline. Depressive symptoms were assessed at each visit using the Center for Epidemiologic Studies Depression scale. At the third and fourth follow-up visits, women reported their sleep habits. The sleep midpoint was defined as the time to fall asleep plus one-half of the sleep duration. Sleep-wake changes were determined by the difference in the midpoint of sleep between the third and fourth visits, which were 1 year apart. The median follow-up time was 7 years (range 1-7 years). Cox proportional hazard models were fitted to calculate hazard ratios and 95% confidence intervals for the incidence of depressive symptoms associated with sleep-wake changes. After adjusting for potential confounding factors, the hazard ratio (95% confidence interval) of depressive symptoms for severe sleep midpoint changes was 1.51 (1.12, 2.05) compared with mild sleep midpoint changes. This relationship remained statistically significant and changed little when additionally controlling for sleep duration, sleep quality, insomnia symptoms, use of sleep medications, use of nervous medications, glucose, insulin, lipids, dietary energy intake, and C-reactive protein. Our findings indicate that exposure to long-term severe sleep-wake changes increases the risk of depressive symptoms in midlife women.
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  • 文章类型: Journal Article
    背景:这项研究评估了控制多种危险因素与糖尿病相关的心力衰竭和全因死亡率之间的关系,以及超额风险可以降低的程度。
    方法:开滦州研究纳入了17,676名糖尿病患者和69,493名匹配的非糖尿病对照受试者。中位随访时间为11.19年。危险因素控制是通过达到收缩压的目标值来定义的,身体质量指数,低密度脂蛋白胆固醇,空腹血糖,高敏C反应蛋白和吸烟。采用Fine-Gray和Cox模型分别评估危险因素控制程度与心力衰竭风险和全因死亡率的相关性。
    结果:在糖尿病患者中,随着风险因素控制程度的提高,结局风险逐渐降低.对于每个被控制的额外风险因素,心力衰竭风险降低16%,全因死亡风险降低10%.在5个以上风险因素控制良好的糖尿病患者中,与对照组相比,心力衰竭和全因死亡率的校正风险比分别为1.25(95CI:0.99~1.56)和1.17(95CI:1.05~1.31).在男性和使用抗高血压药物的人群中,综合危险因素控制对心力衰竭风险的保护作用更为明显。
    结论:控制多种危险因素以累积和性别特异性方式降低心力衰竭和全因死亡风险。然而,尽管优化了风险因素控制,与普通人群相比,糖尿病患者面临的风险仍然增加.
    BACKGROUND: This study evaluated the relationship between controlling multiple risk factors and diabetes-related heart failure and all-cause mortality, and the extent to which the excess risk can be reduced.
    METHODS: 17,676 patients with diabetes and 69,493 matched non-diabetic control subjects were included in the Kailuan study, with a median follow-up of 11.19 years. The risk factor control was defined by the attainment of target values for systolic blood pressure, body mass index, low-density lipoprotein cholesterol, fasting blood glucose, high-sensitive C-reactive protein and smoking. Fine-Gray and Cox models were used to estimate associations between the degree of risk factor control and risk of heart failure and all-cause mortality respectively.
    RESULTS: Among diabetes patients, there was a gradual reduction in the risk of outcomes as the degree of risk factor control increased. For each additional risk factor that was controlled, there was an associated 16 % decrease in heart failure risk and a 10 % decrease in all-cause mortality risk. Among diabetes patients with ≥5 well-controlled risk factors, the adjusted hazard ratio compared to controls for heart failure and all-cause mortality was 1.25 (95 %CI: 0.99-1.56) and 1.17(95 %CI: 1.05-1.31) respectively. The protective effect of comprehensive risk factor control on the risk of heart failure was more pronounced in men and those using antihypertensive medications.
    CONCLUSIONS: Control for multiple risk factors is associated with reduced heart failure and all-cause mortality risks in a cumulative and sex-specific manner. However, despite optimization of risk factor control, diabetes patients still face increased risks compared to the general population.
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  • 文章类型: Journal Article
    背景:肠道微生物代谢产物,三甲胺N-氧化物(TMAO),已与2型糖尿病(T2DM)相关。以前很少有前瞻性研究讨论TMAO和T2DM发病率变化之间的关联。
    方法:数据来自阜新县农村地区2019年至2021年的纵向队列研究,辽宁省,中国,纳入了1515名年龄在35岁以上的无糖尿病参与者.在两个时间点测量血清TMAO及其前体的浓度,即2019年和2021年。在逻辑回归模型中分别测试了TMAO和TMAO变化(ΔTMAO)。为了进一步检查,根据TMAO水平和ΔTMAO水平的组合计算T2DM的比值比(OR).
    结果:在1.85年的中位随访中,81例T2DM(5.35%)。基线TMAO水平表现出非线性关系,先减少然后增加,仅在最高四分位数与T2DM风险相关。血清TMAO最高四分位数中T2DM的OR为3.35(95CI:1.55-7.26,p=0.002),与最低四分位数相比。至于它的前体,只有胆碱水平与T2DM风险相关,血清胆碱的Q3和Q4中T2DM的OR分别为3.37(95CI:1.41-8.05,p=0.006)和4.72(95CI:1.47-15.13,p=0.009),分别。当考虑基线TMAO水平和ΔTMAO随时间变化时,TMAO水平持续较高的参与者显示T2DM风险显著增加,多变量校正OR为8.68(95CI:1.97,38.34)。
    结论:初始血清TMAO水平和长期血清TMAO变化均与随后的T2DM事件的发生显著相关。旨在使TMAO水平正常化的干预措施,比如采用健康的饮食习惯,可能对预防T2DM特别有益。
    BACKGROUND: A gut-microbial metabolite, trimethylamine N-oxide (TMAO), has been associated with type 2 diabetes mellitus (T2DM). Few previous prospective studies have addressed associations between the changes in TMAO and T2DM incidence.
    METHODS: Data were derived from a longitudinal cohort conducted from 2019 to 2021 in rural areas of Fuxin County, Liaoning Province, China, and 1515 diabetes-free participants aged above 35 years were included. The concentrations of serum TMAO and its precursors were measured at two time points, namely in 2019 and 2021. TMAO and TMAO changes (ΔTMAO) were separately tested in a logistic regression model. For further examination, the odds ratios (ORs) for T2DM were calculated according to a combination of TMAO levels and ΔTMAO levels.
    RESULTS: During a median follow-up of 1.85 years, 81 incident cases of T2DM (5.35%) were identified. Baseline TMAO levels exhibited a nonlinear relationship, first decreasing and then increasing, and only at the highest quartile was it associated with the risk of T2DM. The OR for T2DM in the highest quartile of serum TMAO was 3.35 (95%CI: 1.55-7.26, p = 0.002), compared with the lowest quartile. As for its precursors, only choline level was associated with T2DM risk and the OR for T2DM in the Q3 and Q4 of serum choline was 3.37 (95%CI: 1.41-8.05, p = 0.006) and 4.72 (95%CI: 1.47-15.13, p = 0.009), respectively. When considering both baseline TMAO levels and ΔTMAO over time, participants with sustained high TMAO levels demonstrated a significantly increased risk of T2DM, with a multivariable-adjusted OR of 8.68 (95%CI: 1.97, 38.34).
    CONCLUSIONS: Both initial serum TMAO levels and long-term serum TMAO changes were collectively and significantly associated with the occurrence of subsequent T2DM events. Interventions aimed at normalizing TMAO levels, such as adopting a healthy dietary pattern, may be particularly beneficial in T2DM prevention.
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  • 文章类型: Journal Article
    饮食是干预和促进老年人健康、降低全因死亡率的重要途径之一。这项研究旨在调查中国老年人的饮食模式与全因死亡率之间的关系。这项研究在2008年至2018年的中国纵向健康长寿调查(CLHLS)中涉及11,958名年龄在65-116岁之间的受试者。饮食模式来自具有varimax旋转的主成分分析(PCA)。得出了四种饮食模式:“牛奶-鸡蛋-糖模式”,\'食肉模式\',\'健康模式\',和“东北模式”。分别建立男性和女性的Cox比例风险模型,以估计不同饮食模式与全因死亡率之间的关系。在调整所有协变量后,牛奶-鸡蛋-糖模式在不同四分位数的男性和女性的死亡风险中发挥了相反的作用.在食肉模式中,仅第4四分位数的男性观察到死亡风险显著降低(HR=0.84(95%CI:0.77~0.93)).两种性别都受益于健康的模式,所有四分位数的死亡率风险均持续降低(男性:HR=0.87(95%CI:0.84-0.89);女性:HR=0.95(95%CI:0.92-0.97)).东北模式还显示出与男性(HR=0.94(95%CI:0.92-0.97))和女性(HR=0.96(95%CI:0.93-0.98))的全因死亡率呈负相关。这项研究表明,中国老年人的饮食模式与全因死亡率之间存在关联,这对进一步的定量研究具有重要意义。
    Diet is one of the most important ways to intervene and promote the health of older adults and reduce all-cause mortality. This study aimed to investigate the association between dietary patterns and all-cause mortality in the Chinese old. This study involved 11,958 subjects aged 65-116 years in the Chinese Longitudinal Healthy Longevity Survey (CLHLS) from 2008 to 2018. Dietary patterns were derived from principal component analysis (PCA) with varimax rotation. Four dietary patterns were derived: the \'milk-egg-sugar pattern\', \'carnivorous pattern\', \'healthy pattern\', and \'northeastern pattern\'. Cox proportional hazard models were built for males and females separately to estimate the relationship between different dietary patterns and all-cause mortality. After adjusting for all covariates, the milk-egg-sugar pattern played a reverse role in mortality risk in males and females in different quartiles. In the carnivorous pattern, only males in the fourth quartile were observed to have a significantly reduced mortality risk (HR = 0.84 (95% CI: 0.77-0.93)). Both genders benefited from the healthy pattern, which consistently lowered mortality risk across all quartiles (males: HR = 0.87 (95% CI: 0.84-0.89); females: HR = 0.95 (95% CI: 0.92-0.97)). The northeastern pattern also showed an inverse association with all-cause mortality in males (HR = 0.94 (95% CI: 0.92-0.97)) and females (HR = 0.96 (95% CI: 0.93-0.98)). This study showed the association between dietary patterns and all-cause mortality in the Chinese old, which is significant for further quantitative studies.
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  • DOI:
    文章类型: English Abstract
    目的:在一项前瞻性队列研究中,比较通过不同方法确定的体重指数(BMI)轨迹与儿童早期超重风险之间的关联,并确定在儿童早期关键生长窗口期肥胖风险较高的儿童。
    方法:本研究纳入了来自通州北京大学出生队列(PKUBC-T)的1330名儿童。孩子出生时被跟踪,1、3、6、9、12、18和24个月和3岁,以获取其身高/身长和体重数据,并计算BMIZ评分。采用潜在类生长混合模型(GMM)和基于纵向数据的k-means聚类算法(KML)确定从出生到24口的幼儿BMI轨迹分组。使用线性回归比较通过不同方法确定的幼儿BMI轨迹与3岁时BMIZ评分之间的关联。采用Logistic回归模型中5倍交叉验证的平均曲线下面积(AUC)比较不同方法确定的幼儿BMI轨迹在预测3年超重风险(BMIZ评分>1)中的预测性能。
    结果:在本研究中包括的研究人群中,使用GMM确定的三类轨迹被分类为低,中等,高,占39.7%,54.1%,6.2%的参与者,分别。使用KML方法确定的两类轨迹被分类为低和高,代表503%和49。7%的参与者分别。使用KML方法确定的三类轨迹被分类为低,中等,高,占31.1%,47.4%,21.5%的参与者,分别。使用不同方法确定的幼儿BMI轨迹反映的生长模式存在一定差异。线性回归分析发现,在调整母亲种族后,教育水平,交货方式,奇偶校验,产妇分娩年龄,分娩时的孕周,儿童的性别,在1个月大时母乳喂养,通过KML方法确定的三类轨迹中的高轨迹组之间的关联(表现为出生时BMI略高,其次是婴儿期的快速增长和直到24个月的稳定高BMI),3年的BMIZ评分最强。Logistic回归分析显示,KML方法确定的三类轨迹分组对3年超重风险的预测性能最好。对儿童饮食平衡指数的高界限评分进行额外调整后,结果基本一致。平均每日体力活动时间,屏幕时间。
    结论:这项研究使用不同的方法来识别具有不同特征的幼儿BMI轨迹,并发现由KML方法确定的高轨迹组能够更好地识别儿童早期超重风险较高的儿童。这为选择合适的方法来定义幼儿BMI轨迹提供了科学依据。
    OBJECTIVE: To compare the association between body mass index (BMI) trajectories determined by different methods and the risk of overweight in early childhood in a prospective cohort study, and to identify children with higher risk of obesity during critical growth windows of early childhood.
    METHODS: A total of 1 330 children from Peking University Birth Cohort in Tongzhou (PKUBC-T) were included in this study. The children were followed up at birth, 1, 3, 6, 9, 12, 18, and 24 months and 3 years of age to obtain their height/length and weight data, and calculate BMI Z-score. Latent class growth mixture modeling (GMM) and longitudinal data-based k-means clustering algorithm (KML) were used to determine the grouping of early childhood BMI trajectories from birth to 24 mouths. Linear regression was used to compare the association between early childhood BMI trajectories determined by different methods and BMI Z-score at 3 years of age. The predictive performance of early childhood BMI trajectories determined by different methods in predicting the risk of overweight (BMI Z-score > 1) at 3 years was compared using the average area under the curve (AUC) of 5-fold cross-validation in Logistic regression models.
    RESULTS: In the study population included in this research, the three-category trajectories determined using GMM were classified as low, medium, and high, accounting for 39.7%, 54.1%, and 6.2% of the participants, respectively. The two-category trajectories determined using the KML method were classified as low and high, representing 50. 3% and 49. 7% of the participants, respectively. The three-category trajectories determined using the KML method were classified as low, medium, and high, accounting for 31.1%, 47.4%, and 21.5% of the participants, respectively. There were certain differences in the growth patterns reflected by the early childhood BMI trajectories determined using different methods. Linear regression analysis found that after adjusting for maternal ethnicity, educational level, delivery mode, parity, maternal age at delivery, gestational week at delivery, children\' s gender, and breastfeeding at 1 month of age, the association between the high trajectory group in the three-category trajectories determined by the KML method (manifested by a slightly higher BMI at birth, followed by rapid growth during infancy and a stable-high BMI until 24 months) and BMI Z-scores at 3 years was the strongest. Logistic regression analysis revealed that the three-category trajectory grouping determined by the KML method had the best predictive performance for the risk of overweight at 3 years. The results were basically consistent after additional adjustment for the high bound score of the child\' s diet balanced index, average daily physical activity time, and screen time.
    CONCLUSIONS: This study used different methods to identify early childhood BMI trajectories with varying characteristics, and found that the high trajectory group determined by the KML method was better able to identify children with a higher risk of overweight in early childhood. This provides scientific evidence for selecting appropriate methods to define early childhood BMI trajectories.
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