hazard ratio

危险比
  • 文章类型: Journal Article
    血液中心经常面临供体流失的问题,导致供体从已经紧张的供体池中流失。在津巴布韦,70%的献血来自40岁及以下的年轻献血者,同时,流失率很高。本研究旨在将生存分析的概念应用于分析献血者的流失率。
    在分析供体流失率和保留率时,津巴布韦国家血液管理局450名首次献血者的数据,从捐献者的数据库中提取了哈拉雷2014年至2017年的血库。在分析中应用了Cox比例风险(CoxPH)和Kaplan-Meier方法。确定并分析了怀疑对供体流失和保留有影响的供体人口统计学特征。
    研究结果表明,在四年的研究期结束时,56.9%的捐献者已经失效。来自多重CoxPH模型的结果表明,供体年龄对血液供体保留时间具有显著影响(p=0.000918<0.05)。具有95%CI:(0.461;0.820)的危险比(HR)=0.615表明,与年轻供体的危险相比,相对较老的供体具有较低的失效危险(较低38.5%)。性别的影响,献血者组别和捐献时间间隔对供血者保留和减员的影响无统计学意义。男性捐献者的HR=1.03;95%CI(0.537;1.99),(p=0.922>0.05),捐赠间隔4个月的捐献者的HR=1.31;95%CI(0.667;2.59),(p=0.430>0.05)。
    该研究证实了血液中心面临的供体减员问题。献血者的年龄对献血者行前的保留时间有显着影响。献血者年龄越大,失效的风险越低。根据研究结果,津巴布韦国家血液管理局(NBSZ)血液中心当局应将40岁以上的人作为潜在的献血者,因为他们的献血可靠性。
    UNASSIGNED: blood centres are often faced with the problem of donor lapsing resulting in loss of donors from the already strained donor pool. In Zimbabwe, 70% of the donated blood comes from younger donors aged 40 years and below, who at the same time, have high attrition rates. This study seeks to apply the concept of survival analysis in analysing blood donor lapsing rates.
    UNASSIGNED: in analysing the donor lapsing and retention rates, data on 450 first-time blood donors at the National Blood Service Zimbabwe, in Harare´s blood bank for the period 2014 to 2017 was extracted from the donors´ database. The Cox proportional hazards (Cox PH) and Kaplan-Meier methods were applied in the analysis. Donor demographic characteristics suspected of having effect on donor lapsing and retention were identified and analysed.
    UNASSIGNED: the study findings show that 56.9% of the donors had lapsed by the end of the four-year study period. Results from the multiple Cox PH model indicate that donor age had a significant effect on blood donor retention time (p = 0.000918 < 0.05). The hazard ratio (HR) = 0.615 with 95% CI: (0.461; 0.820) shows that the relatively older donors had a lower hazard (38.5% lower) of lapsing compared to the hazard for younger donors. The effect of gender, blood donor group and donation time interval on donor retention and attrition were not statistically significant. Male donors had HR = 1.03; 95% CI (0.537; 1.99) with (p = 0.922 > 0.05) and donors with a 4-month interval between donations had HR = 1.31; 95% CI (0.667; 2.59) with (p = 0.430 > 0.05).
    UNASSIGNED: the study confirmed the problem of donor attrition faced by blood centres. The age of the donor had a significant effect on the retention time of blood donors before lapsing. The older the blood donor, the lower the risk of lapsing. The Zimbabwe National Blood Service (NBSZ) Blood Centre authorities should have a critical mass of individuals above 40 years as potential blood donors because of their reliability in blood donation according to the study findings.
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  • 文章类型: Journal Article
    高血压和未控制的高血压的患病率可能因年龄和性别而异。
    我们在33年的7次研究访问中纳入了社区动脉粥样硬化风险研究的参与者(访问1:15636名参与者;平均年龄,54岁;55%女性),使用未调整和合并症调整模型估计高血压(收缩压≥130mmHg;舒张压≥80mmHg;或自我报告使用抗高血压药物)和未控制高血压(收缩压≥140mmHg或舒张压≥90mmHg)患病率的性别差异.
    高血压的患病率从40%增加(年龄,43-46岁)到93%(年龄,91-94岁)。在高血压个体中,在43~46岁时,男性(33%)不受控制的高血压患病率高于女性(23%),但从61~64岁开始,女性高于男性,56%的女性和40%的男性在91~94岁时患有不受控制的高血压.这种性别差异不能用冠心病的差异来解释,糖尿病,身体质量指数,估计肾小球滤过率,抗高血压药物的数量,各类药物,或坚持药物治疗。在两性中,不受控制的高血压与慢性肾脏疾病进展的高风险相关(风险比,1.5[1.2-1.9];P=4.5×10-4),心力衰竭(危险比,1.6[1.4-2.0];P=8.1×10-7),中风(危险比,2.1[1.6-2.8];P=1.8×10-8),和死亡率(危险比,1.5[1.3-1.6];P=6.2×10-19)。
    高血压和未控制的高血压患病率的性别差异因年龄而异,后者对整个生命过程的健康都有影响。
    UNASSIGNED: The prevalence of hypertension and uncontrolled hypertension may differ by age and sex.
    UNASSIGNED: We included participants in the Atherosclerosis Risk in Communities study at seven study visits over 33 years (visit 1: 15 636 participants; mean age, 54 years; 55% women), estimating sex differences in prevalence of hypertension (systolic blood pressure ≥130 mm Hg; diastolic blood pressure ≥80 mm Hg; or self-reported antihypertension medication use) and uncontrolled hypertension (systolic blood pressure ≥140 mm Hg or diastolic blood pressure ≥90 mm Hg) using unadjusted and comorbidity-adjusted models.
    UNASSIGNED: The prevalence of hypertension increased from 40% (ages, 43-46 years) to 93% (ages, 91-94 years). Within hypertensive individuals, the prevalence of uncontrolled hypertension was higher in men (33%) than women (23%) at ages 43 to 46 years but became higher in women than men starting at ages 61 to 64, with 56% of women and 40% men having uncontrolled hypertension at ages 91 to 94. This sex difference was not explained by differences in coronary heart disease, diabetes, body mass index, estimated glomerular filtration rate, number of antihypertension medications, classes of medications, or adherence to medications. In both sexes, uncontrolled hypertension was associated with a higher risk for chronic kidney disease progression (hazard ratio, 1.5 [1.2-1.9]; P=4.5×10-4), heart failure (hazard ratio, 1.6 [1.4-2.0]; P=8.1×10-7), stroke (hazard ratio, 2.1 [1.6-2.8]; P=1.8×10-8), and mortality (hazard ratio, 1.5 [1.3-1.6]; P=6.2×10-19).
    UNASSIGNED: Sex differences in the prevalence of hypertension and uncontrolled hypertension vary by age, with the latter having implications for health throughout the life course.
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  • 文章类型: Journal Article
    目的:本研究的目的是评估糖尿病(DM)人群中银屑病与新生血管性年龄相关性黄斑变性(AMD)的关系。
    方法:全国范围,以人口为基础,回顾性队列研究。
    方法:分析2009年1月至2012年12月40岁以上2型糖尿病患者的临床资料。从指数年到2018年12月,在所有受试者中观察到新生血管性AMD的发病率。我们比较了银屑病组和对照组新生血管性AMD的发生率。协变量包括年龄,性别,BMI,收入水平,吸烟状况,饮酒状况,有规律的锻炼习惯,高血压,血脂异常,终末期肾病,糖尿病视网膜病变,葡萄糖水平,三种以上口服降糖药的处方,糖尿病病史5年以上。
    结果:在2,245,358名2型DM患者中,20,853例患者被归类为银屑病组,和对照组中的其他2,224,505人。银屑病组共发生105例新生血管性AMD,对照组7459例。根据多变量Cox比例风险模型,在校正协变量后,银屑病患者患新生血管性AMD的风险显著高于对照组(HR=1.329,95%置信区间:1.096-1.612).
    结论:这项研究表明,银屑病是DM患者发生新生血管性AMD的独立危险因素。因此,医师应警惕同时患有银屑病的DM患者中新生血管性AMD的发展.
    OBJECTIVE: The objective of this study is to evaluate the relationship of psoriasis and neovascular Age-related Macular Degeneration (AMD) in diabetic mellitus (DM) population.
    METHODS: Nationwide, population-based, retrospective cohort study.
    METHODS: Records of patients who had been diagnosed with type 2 diabetes mellitus over 40 years of age from January 2009 to December 2012 were analyzed. The incidence of neovascular AMD was observed from the index year to December 2018 in all subjects. We compared the incidence rate of neovascular AMD among the psoriasis group and control group. Covariates include age, sex, BMI, income level, smoking status, drinking status, regular exercise habits, hypertension, dyslipidemia, end-stage renal disease, diabetic retinopathy, glucose level, the prescription of more than three oral hypoglycemic agents, and a history of diabetes mellitus exceeding five years.
    RESULTS: Of 2,245,358 type 2 DM patients, 20,853 patients were classified in the psoriasis group, and the other 2,224,505 individuals in the control group. A total of 105 neovascular AMD cases occurred in the psoriasis group and 7,459 cases in the control group. According to multivariable Cox proportional hazard models, individuals with psoriasis had a significantly higher risk for neovascular AMD compared to controls (HR=1.329, 95% confidence interval: 1.096-1.612) after adjustments for covariates.
    CONCLUSIONS: This study demonstrated that psoriasis was an independent risk factor for developing neovascular AMD in DM patients. Therefore, physicians should be alert to the development of neovascular AMD in DM patients who also have psoriasis.
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  • 文章类型: Journal Article
    许多临床试验评估时间至事件终点。为了描述两组之间在事件发生时间上的差异,我们经常使用危险比。然而,风险比仅在比例风险(PHs)随时间变化的情况下提供信息。还有许多其他不需要PHs的效果措施。其中之一是平均危险比(AHR)。其核心思想是利用考虑时间变化的时间相关加权函数。尽管在方法论研究论文中有所传播,AHR在实践中很少使用。为了便于应用,我们展开了AHR测试样本量计算的方法。我们通过广泛的模拟研究来评估样本量计算的可靠性,该研究涵盖了具有比例和非比例风险(N-PH)的各种生存和审查分布。研究结果表明,基于模拟的样本量计算方法可用于设计N-PHs的临床试验。使用AHR可以导致增加的统计能力,以更有效的样本量检测组间的差异。
    Many clinical trials assess time-to-event endpoints. To describe the difference between groups in terms of time to event, we often employ hazard ratios. However, the hazard ratio is only informative in the case of proportional hazards (PHs) over time. There exist many other effect measures that do not require PHs. One of them is the average hazard ratio (AHR). Its core idea is to utilize a time-dependent weighting function that accounts for time variation. Though propagated in methodological research papers, the AHR is rarely used in practice. To facilitate its application, we unfold approaches for sample size calculation of an AHR test. We assess the reliability of the sample size calculation by extensive simulation studies covering various survival and censoring distributions with proportional as well as nonproportional hazards (N-PHs). The findings suggest that a simulation-based sample size calculation approach can be useful for designing clinical trials with N-PHs. Using the AHR can result in increased statistical power to detect differences between groups with more efficient sample sizes.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    流行病学研究经常使用风险比率来量化暴露与二元结果之间的关联。当数据物理存储在多个数据伙伴时,如果由于隐私限制而无法集中汇集数据,则执行个人级别的分析可能具有挑战性。现有方法要么需要在每个数据伙伴和分析中心之间进行多个文件传输(例如,分布式回归)或仅提供风险比的近似估计(例如,荟萃分析)。在这里,我们开发了一种实用的方法,该方法需要从每个数据合作伙伴那里一次传输八个汇总级别的数量。我们的方法利用了现有的风险集方法和最初为Cox回归开发的软件。仅共享摘要级信息,所提出的方法提供的风险比估计值和置信区间与通过改良Poisson回归汇总个体水平数据时提供的风险比估计值和置信区间相同.我们从理论上证明了这种方法的合理性,使用模拟数据确认其性能,并在美国食品和药物管理局哨兵系统的COVID-19数据的分布式分析中实施。
    Epidemiologic studies frequently use risk ratios to quantify associations between exposures and binary outcomes. When the data are physically stored at multiple data partners, it can be challenging to perform individual-level analysis if data cannot be pooled centrally due to privacy constraints. Existing methods either require multiple file transfers between each data partner and an analysis center (e.g., distributed regression) or only provide approximate estimation of the risk ratio (e.g., meta-analysis). Here we develop a practical method that requires a single transfer of eight summary-level quantities from each data partner. Our approach leverages an existing risk-set method and software originally developed for Cox regression. Sharing only summary-level information, the proposed method provides risk ratio estimates and confidence intervals identical to those that would be provided - if individual-level data were pooled - by the modified Poisson regression. We justify the method theoretically, confirm its performance using simulated data, and implement it in a distributed analysis of COVID-19 data from the U.S. Food and Drug Administration\'s Sentinel System.
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  • 文章类型: Journal Article
    已知长期暴露于环境PM2.5与心血管和呼吸系统健康影响有关。然而,不同浓度范围的PM2.5暴露与心肺疾病和糖尿病(DM)发病率之间的浓度反应函数(CRF),它们对残疾归因年(YLD)和监管政策的影响尚未得到充分研究。在这项回顾性纵向队列研究中,无病参与者(约170,000人,年龄≥30岁)从MJ健康数据库中对冠心病(CHD)事件进行了随访(2007-2017),缺血性卒中,慢性阻塞性肺疾病(COPD),下呼吸道感染(LRIs),DM。我们使用时间相关的非线性权重变换Cox回归模型对CRF进行了地址匹配的3年平均PM2.5暴露估计值。通过乘以疾病发病率来计算城镇/地区特定的PM2.5归因YLD,人口归因分数,残疾体重,和性别年龄组的特定亚群分别为每个疾病。在PM2.5浓度低于10μg/m3时,冠心病和缺血性中风的危险比(HR)迅速增加,而在PM2.5浓度高于15(20)μg/m3时,DM的HR(LRI)增加。女性缺血性卒中和DM的患者有较高的HR,但不是CHD。相对于研究人群中观察到的最低PM2.5浓度6μg/m3,冠心病的PM2.5水平有0.1%的额外风险(与疾病发病率相当),缺血性卒中,DM,LRI分别为8.59、11.85、22.09和24.23μg/m3。相关的归因YLD下降了51.4%,LRI下降最多(83.6%),其次是DM(63.7%),原因是台湾2011-2019年PM2.5浓度从26.10降至16.82μg/m3。冠心病和缺血性卒中导致的YLD比例仍然占主导地位(56.4%-69.9%)。可避免的YLD与缓解成本之间权衡的成本效益分析表明,PM2.5的最佳暴露水平为12μg/m3。心肺疾病的CRF,归因YLD,和监管水平,可能因国家/地区背景和PM2.5浓度的空间分布而异,以及人口特征。
    Long-term exposure to ambient PM2.5 is known associated with cardiovascular and respiratory health effects. However, the heterogeneous concentrationresponse function (CRF) between PM2.5 exposure across different concentration range and cardiopulmonary disease and diabetes mellitus (DM) incidence, and their implications on attributable years lived with disability (YLD) and regulation policy has not been well-studied. In this retrospective longitudinal cohort study, disease-free participants (approximately 170,000 individuals, aged ≥ 30 years) from the MJ Health Database were followed up (2007-2017) regarding incidents of coronary heart disease (CHD), ischemic stroke, chronic obstructive pulmonary disease (COPD), lower respiratory tract infections (LRIs), and DM. We used a time-dependent nonlinear weight-transformation Cox regression model for the CRF with an address-matched 3-year mean PM2.5 exposure estimate. Town/district-specific PM2.5-attributable YLD were calculated by multiplying the disease incidence rate, population attributable fraction, disability weight, and sex-age group specific subpopulation for each disease separately. The estimated CRFs for cardiopulmonary diseases were heterogeneously with the hazard ratios (HRs) increased rapidly for CHD and ischemic stroke at PM2.5 concentration lower than 10 μg/m3, whereas the HRs for DM (LRIs) increased with PM2.5 higher than 15 (20) μg/m3. Women had higher HRs for ischemic stroke and DM but not CHD. Relative to the lowest observed PM2.5 concentration of 6 μg/m3 of the study population, the PM2.5 level with an extra risk of 0.1 % (comparable to the disease incidence) for CHD, ischemic stroke, DM, and LRIs were 8.59, 11.85, 22.09, and 24.23 μg/m3, respectively. The associated attributable YLD decreased by 51.4 % with LRIs reduced most (83.6 %), followed by DM (63.7 %) as a result of PM2.5 concentration reduction from 26.10 to 16.82 μg/m3 during 2011-2019 in Taiwan. The proportion of YLD due to CHD and ischemic stroke remained dominant (56.4 %-69.9 %). The cost-benefit analysis for the tradeoff between avoidable YLD and mitigation cost suggested an optimal PM2.5 exposure level at 12 μg/m3. CRFs for cardiopulmonary diseases, attributable YLD, and regulation level, may vary depending on the national/regional background and spatial distribution of PM2.5 concentrations, as well as demographic characteristics.
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  • 文章类型: Journal Article
    背景:美国海军陆战队基地(MCB)营地的饮用水,从1953年到1985年,北卡罗来纳州被三氯乙烯和其他工业溶剂污染。
    方法:对海军陆战队/海军人员进行了队列死亡率研究,在1975年至1985年之间,开始服役并驻扎在Lejeune营地(N=159,128)或MCBPendleton营地,加利福尼亚(N=168,406),1972年10月至1985年12月期间在Lejeune营地(N=7,332)或Pendleton营地(N=6,677)雇用的文职人员。彭德尔顿营地的饮用水没有被工业溶剂污染。死亡率随访时间为1979年至2018年。使用比例风险回归来计算调整后的风险比(aHRs),比较Lejeune营地和Pendleton营地队列的死亡率。95%置信区间(CI)上限和下限的比率,orCIR,用于评估aHR的精度。该研究的重点是aHR≥1.20且CIRs≤3的死亡原因。
    结果:勒琼营地和彭德尔顿营地海军陆战队/海军人员的死亡总数分别为19,250和21,134。Lejeune营地和Pendleton营地文职人员的死亡总数分别为3,055和3,280。与彭德尔顿营地海军陆战队/海军人员相比,对于肾癌,Lejeune营地的aHR≥1.20,CIRs≤3(aHR=1.21,95%CI:0.95,1.54),食管(aHR=1.24,95%CI:1.00,1.54)和女性乳腺(aHR=1.20,95%CI:0.73,1.98)。aHR≥1.20且CIR>3的死亡原因包括帕金森病,骨髓增生异常综合征和睾丸癌,子宫颈和卵巢。与彭德尔顿营地的文职人员相比,对于慢性肾脏病(aHR=1.88,95%CI:1.13,3.11)和帕金森病(aHR=1.21,95%CI:0.72,2.04),Lejeune营地的aHR≥1.20,CIRs≤3。女性乳腺癌的aHR为1.19(95%CI:0.76,1.88),在肾癌和咽癌中观察到aHRs≥1.20,CIRs>3,黑色素瘤,霍奇金淋巴瘤,和慢性髓细胞性白血病.定量偏倚分析表明,吸烟和饮酒造成的混淆不会对研究结果产生明显影响。
    结论:与Pendleton营地相比,在Lejeune营地可能暴露于受污染的饮用水的海军陆战队/海军人员和文职人员在几种死亡原因方面的危险比增加。
    BACKGROUND: Drinking water at U.S. Marine Corps Base (MCB) Camp Lejeune, North Carolina was contaminated with trichloroethylene and other industrial solvents from 1953 to 1985.
    METHODS: A cohort mortality study was conducted of Marines/Navy personnel who, between 1975 and 1985, began service and were stationed at Camp Lejeune (N = 159,128) or MCB Camp Pendleton, California (N = 168,406), and civilian workers employed at Camp Lejeune (N = 7,332) or Camp Pendleton (N = 6,677) between October 1972 and December 1985. Camp Pendleton\'s drinking water was not contaminated with industrial solvents. Mortality follow-up was between 1979 and 2018. Proportional hazards regression was used to calculate adjusted hazard ratios (aHRs) comparing mortality rates between Camp Lejeune and Camp Pendleton cohorts. The ratio of upper and lower 95% confidence interval (CI) limits, or CIR, was used to evaluate the precision of aHRs. The study focused on underlying causes of death with aHRs ≥ 1.20 and CIRs ≤ 3.
    RESULTS: Deaths among Camp Lejeune and Camp Pendleton Marines/Navy personnel totaled 19,250 and 21,134, respectively. Deaths among Camp Lejeune and Camp Pendleton civilian workers totaled 3,055 and 3,280, respectively. Compared to Camp Pendleton Marines/Navy personnel, Camp Lejeune had aHRs ≥ 1.20 with CIRs ≤ 3 for cancers of the kidney (aHR = 1.21, 95% CI: 0.95, 1.54), esophagus (aHR = 1.24, 95% CI: 1.00, 1.54) and female breast (aHR = 1.20, 95% CI: 0.73, 1.98). Causes of death with aHRs ≥ 1.20 and CIR > 3, included Parkinson disease, myelodysplastic syndrome and cancers of the testes, cervix and ovary. Compared to Camp Pendleton civilian workers, Camp Lejeune had aHRs ≥ 1.20 with CIRs ≤ 3 for chronic kidney disease (aHR = 1.88, 95% CI: 1.13, 3.11) and Parkinson disease (aHR = 1.21, 95% CI: 0.72, 2.04). Female breast cancer had an aHR of 1.19 (95% CI: 0.76, 1.88), and aHRs ≥ 1.20 with CIRs > 3 were observed for kidney and pharyngeal cancers, melanoma, Hodgkin lymphoma, and chronic myeloid leukemia. Quantitative bias analyses indicated that confounding due to smoking and alcohol consumption would not appreciably impact the findings.
    CONCLUSIONS: Marines/Navy personnel and civilian workers likely exposed to contaminated drinking water at Camp Lejeune had increased hazard ratios for several causes of death compared to Camp Pendleton.
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  • 文章类型: Journal Article
    加拿大的分散式医疗保健系统可能导致被诊断患有中枢神经系统(CNS)肿瘤的加拿大人在生存方面的地区差异。我们确定了2008年至2017年间诊断为首次原发性中枢神经系统肿瘤的50,670例患者,随访至2017年12月31日。我们选择了四个发病率最高的组织学,并使用比例风险回归来估计五个地区的风险比(HR)(不列颠哥伦比亚省,草原省份,安大略省,大西洋各省和领土),适应性,肿瘤行为和患者年龄。对于所有研究的组织学,安大略省的生存状况最好。大西洋省的胶质母细胞瘤(HR=1.26,95%CI:1.18-1.35)和未另作说明的恶性神经胶质瘤(NOS)的HR最高(总体:HR=1.87,95%CI:1.43-2.43;儿科人群:HR=2.86,95%CI:1.28-6.39)。对于脑膜瘤,地区的HR最高(HR=2.44,95%CI:1.09-5.45),其次是草原省(HR=1.52,95%CI:1.38-1.67)。对于恶性未分类肿瘤,HR最高的是不列颠哥伦比亚省(HR=1.45,95%CI:1.22-1.71)和大西洋省(HR=1.40,95%CI:1.13-1.74)。对于所研究的所有四种特定组织学类型的CNS肿瘤,CNS患者的生存率在人群水平上存在区域差异。导致这些观察到的区域生存差异的因素尚不清楚,需要进一步研究。
    Canada\'s decentralized healthcare system may lead to regional disparities in survival among Canadians diagnosed with central nervous system (CNS) tumours. We identified 50,670 patients diagnosed with a first-ever primary CNS tumour between 2008 and 2017 with follow-up until 31 December 2017. We selected the four highest incidence histologies and used proportional hazard regression to estimate hazard ratios (HRs) for five regions (British Columbia, Prairie Provinces, Ontario, Atlantic Provinces and the Territories), adjusting for sex, tumour behaviour and patient age. Ontario had the best survival profile for all histologies investigated. The Atlantic Provinces had the highest HR for glioblastoma (HR = 1.26, 95% CI: 1.18-1.35) and malignant glioma not otherwise specified (NOS) (Overall: HR = 1.87, 95% CI:1.43-2.43; Pediatric population: HR = 2.86, 95% CI: 1.28-6.39). For meningioma, the Territories had the highest HR (HR = 2.44, 95% CI: 1.09-5.45) followed by the Prairie Provinces (HR = 1.52, 95% CI: 1.38-1.67). For malignant unclassified tumours, the highest HRs were in British Columbia (HR = 1.45, 95% CI: 1.22-1.71) and the Atlantic Provinces (HR = 1.40, 95% CI: 1.13-1.74). There are regional differences in the survival of CNS patients at the population level for all four specific histological types of CNS tumours investigated. Factors contributing to these observed regional survival differences are unknown and warrant further investigation.
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  • 文章类型: Journal Article
    乳腺癌是全球排名第五的癌症。尽管早期诊断和治疗进展,乳腺癌死亡率正在上升。这项荟萃分析旨在检查改善/恶化乳腺癌特异性生存率的所有可能的预后因素。MEDLINE,PubMed,ScienceDirect,奥维德,和谷歌学者进行了系统搜索,直到2023年9月16日。从1995年到2022年的研究收集了来自30个国家的1,386,663例病例。22个预后因素中有13个与乳腺癌特异性生存率显著相关。随机效应模型提供了对最贫穷的五个预后因素的汇总估计,包括阶段4(HR=12.12;95%CI:5.70,25.76),其次是阶段3(HR=3.42,95%CI:2.51,4.67),合并症指数≥3(HR=3.29;95%CI:4.52,7.35),癌细胞组织学分化差(HR=2.43;95%CI:1.79,3.30),和未分化癌细胞组织学(HR=2.24;95%CI:1.66,3.01)。其他降低生存率的因素包括阳性节点,年龄,种族,HER2受体阳性,和超重/肥胖。前五名的最佳预后因素包括不同类型的乳腺切除术和保乳治疗(HR=0.56;95%CI:0.44,0.70),髓质组织学(HR=0.62;95%CI:0.53,0.72),高等教育(HR=0.72;95%CI:0.68,0.77),和阳性雌激素受体状态(HR=0.78;95%CI:0.65,0.94)。在大多数研究中观察到异质性。来自发展中国家的数据仍然很少。
    Breast cancer is the fifth-ranked cancer globally. Despite early diagnosis and advances in treatment, breast cancer mortality is increasing. This meta-analysis aims to examine all possible prognostic factors that improve/deteriorate breast cancer-specific survival. MEDLINE, PubMed, ScienceDirect, Ovid, and Google Scholar were systematically searched until September 16, 2023. The retrieved studies from 1995 to 2022 accumulated 1,386,663 cases from 30 countries. A total of 13 out of 22 prognostic factors were significantly associated with breast cancer-specific survival. A random-effects model provided a pooled estimate of the top five poorest prognostic factors, including Stage 4 (HR = 12.12; 95% CI: 5.70, 25.76), followed by Stage 3 (HR = 3.42, 95% CI: 2.51, 4.67), a comorbidity index ≥ 3 (HR = 3.29; 95% CI: 4.52, 7.35), the poor differentiation of cancer cell histology (HR = 2.43; 95% CI: 1.79, 3.30), and undifferentiated cancer cell histology (HR = 2.24; 95% CI: 1.66, 3.01). Other survival-reducing factors include positive nodes, age, race, HER2-receptor positivity, and overweight/obesity. The top five best prognostic factors include different types of mastectomies and breast-conserving therapies (HR = 0.56; 95% CI: 0.44, 0.70), medullary histology (HR = 0.62; 95% CI: 0.53, 0.72), higher education (HR = 0.72; 95% CI: 0.68, 0.77), and a positive estrogen receptor status (HR = 0.78; 95% CI: 0.65, 0.94). Heterogeneity was observed in most studies. Data from developing countries are still scarce.
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