Linear Models

线性模型
  • 文章类型: Journal Article
    母乳喂养教育,在所有学科中,通常不一致,缺乏专业知识和信心。然而,来自卫生专业人员的建议,社会文化环境,和以前的知识和经验显著影响妇女的决定母乳喂养。这项研究旨在确定促进母乳喂养和相关实际利益的重要性分配的因素。这项回顾性横断面研究包括276名完成自我管理问卷的参与者。进行了描述性和双变量分析,和多变量线性模型用于确定影响母乳喂养重要性的因素.大多数参与者已婚或有恋爱关系,是西班牙人,受过中等或高等教育,平均年龄为32.6岁。百分之七十符合体育活动建议,91%的人在怀孕期间对自己的身体形象感到满意。母乳喂养的重要性在各个方面都很高,除了产后减肥和身体形象。集体产前护理仅与母乳喂养技术(如何母乳喂养)的重要性显着相关。肥胖环境以及营养方面和身体活动的重要性也被证明是预测因素,虽然不是所有的模型。在我们地区,产前保健组的教育策略可能包含有关母亲健康的差距,未来应解决这一问题,以改善开始和继续母乳喂养的结果。
    Breastfeeding education, across all disciplines, is often inconsistent and lacking in expertise and confidence. However, recommendations from health professionals, the sociocultural environment, and previous knowledge and experiences significantly influence women\'s decision to breastfeed. This study aimed to identify factors that promote the assignment of greater importance to breastfeeding and associated practical benefits. This retrospective cross-sectional study included 276 participants who completed a self-administered questionnaire. Descriptive and bivariate analyses were performed, and multivariate linear models were applied to identify factors influencing the importance assigned to breastfeeding. Most participants were married or in a relationship, were native Spaniards, had secondary or higher education, and had an average age of 32.6 years. Seventy percent met the physical activity recommendations, and 91% felt comfortable with their body image during pregnancy. The importance assigned to breastfeeding was high across various aspects, except for postpartum weight loss and body image. Group prenatal care was only significantly associated with the importance assigned to the breastfeeding technique (how to breastfeed). The obesogenic environment and the importance assigned to nutritional aspects and physical activity also turned out to be predictors, although not for all models. In our region, the educational strategy of antenatal care groups could contain gaps regarding the mother\'s health, which should be addressed in the future to improve results regarding the initiation and continuation of breastfeeding.
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  • 文章类型: Journal Article
    CO2、HCO3、SID、和总弱酸被定义为pH的独立变量。然而,根据Gamble的说法,HCO3应等于除HCO3之外的阳离子总和与阴离子总和之间的差。因此,如果用这个数学表达式代替Henderson-Hasselbalch方程中的HCO3,可以证明pH的所有独立变量。我们的目的是在这项研究中检验这一理论。这项前瞻性观察研究于2019年至2020年之间进行。纳入所有>18岁的重症监护病房入院患者。人口统计数据,血气参数,白蛋白,镁,和无机磷水平,结果记录两次(入院时和第24小时).采用多元线性回归模型确定pH的自变量。在多元线性回归模型中,Na每增加一个单位,pH就会显著增加,K,Ca,和Mg(mmolL-1)。相比之下,pH值随着CO2、Cl、乳酸,白蛋白(gdL-1),无机磷(mgdL-1),和强大的离子间隙。十个自变量可以准确预测pH的变化。出于这个原因,在解释酸碱状态时,应分别评估所有10个独立变量.有了这个认识,所有关于酸碱评估的算法都可能变得不必要。
    CO2, HCO3, SID, and total weak acids have been defined as pH\'s independent variables. However, according to Gamble, HCO3 should be equal to the difference between the sum of cations and the sum of anions besides HCO3. Therefore, if this mathematical expression is substituted for HCO3 in the Henderson-Hasselbalch equation, all independent variables of pH can be demonstrated. Our aim is to test this theory in this study. This prospective observational study was conducted between 2019 and 2020. All admitted patients to the intensive care unit who were >18 years old were included. Demographic data, blood gas parameters, albumin, magnesium, and inorganic phosphorus levels, and outcomes were recorded twice (at admission and at the 24th hour). The multivariate linear regression model was used to determine pH\'s independent variables. In the multivariate linear regression model, pH was significantly increased by each unit increase in Na, K, Ca, and Mg (mmol L-1). In contrast, pH was significantly decreased by each unit increase in CO2, Cl, lactate, albumin (g dL-1), inorganic phosphorus (mg dL-1), and the strong ion gap. Ten independent variables can accurately predict the changes in pH. For this reason, all ten independent variables should be separately evaluated when interpreting the acid-base status. With this understanding, all algorithms regarding acid-base evaluation may become unnecessary.
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  • 文章类型: Journal Article
    背景:有许多关于晚年医疗费用的研究,但是疗养院居民的需求和外部医疗服务的成本以及疗养院服务之外的干预措施没有得到很好的描述。
    方法:我们检查了养老院居民生命最后一年的直接医疗费用,以及仅限于在疗养院的停留时间,根据年龄调整,性别,医院衰弱风险评分(HFRS),和痴呆或晚期癌症的诊断。这是一项观察性回顾性研究,使用来自斯德哥尔摩区域委员会的医疗保健消费数据,对2015-2021年期间所有患病疗养院居民的注册数据进行了回顾性研究。瑞典。T测试,Wilcoxon秩和检验和卡方检验用于组的比较,构建广义线性模型(GLM),对医疗费用支出进行单变量和多变量线性回归,以95%置信区间(95%CIs)计算风险比(RR).
    结果:根据38,805名研究的疗养院死者的调整(多变量)模型,当研究在养老院的实际停留时间时,我们发现与男性相关的医疗费用显著增加(RR1.29(1.25-1.33),p<0.0001)和年轻年龄(65-79岁vs.≥90年:RR1.92(1.85-2.01),p<0.0001)。根据医院虚弱风险评分(HFRS),有虚弱风险的人的费用也更高(中等风险:RR3.63(3.52-3.75),p<0.0001;高风险:RR7.84(7.53-8.16),p<0.0001);或患有晚期癌症(RR2.41(2.26-2.57),p<0.0001),而痴呆症与较低的医疗费用相关(RR0.54(0.52-0.55),p<0.0001)。计算整个生命最后一年的成本时,这些数字是相似的(无论他们是否为全年的疗养院居民)。
    结论:尽管有明显的解释因素,男性和年轻居民在生命结束时的医疗费用高于女性。有虚弱或诊断为晚期癌症的风险与更高的成本密切相关,而痴呆症的诊断与较低的外部,医疗费用。这些发现可能会导致我们考虑可以根据观察到的差异来区分的报销模型。
    BACKGROUND: There are many studies of medical costs in late life in general, but nursing home residents\' needs and the costs of external medical services and interventions outside of nursing home services are less well described.
    METHODS: We examined the direct medical costs of nursing home residents in their last year of life, as well as limited to the period of stay in the nursing home, adjusted for age, sex, Hospital Frailty Risk Score (HFRS), and diagnosis of dementia or advanced cancer. This was an observational retrospective study of registry data from all diseased nursing home residents during the years 2015-2021 using healthcare consumption data from the Stockholm Regional Council, Sweden. T tests, Wilcoxon rank sum tests and chi-square tests were used for comparisons of groups, and generalized linear models (GLMs) were constructed for univariable and multivariable linear regressions of health cost expenditures to calculate risk ratios (RRs) with 95% confidence intervals (95% CIs).
    RESULTS: According to the adjusted (multivariable) models for the 38,805 studied nursing home decedents, when studying the actual period of stay in nursing homes, we found significantly greater medical costs associated with male sex (RR 1.29 (1.25-1.33), p < 0.0001) and younger age (65-79 years vs. ≥90 years: RR 1.92 (1.85-2.01), p < 0.0001). Costs were also greater for those at risk of frailty according to the Hospital Frailty Risk Score (HFRS) (intermediate risk: RR 3.63 (3.52-3.75), p < 0.0001; high risk: RR 7.84 (7.53-8.16), p < 0.0001); or with advanced cancer (RR 2.41 (2.26-2.57), p < 0.0001), while dementia was associated with lower medical costs (RR 0.54 (0.52-0.55), p < 0.0001). The figures were similar when calculating the costs for the entire last year of life (regardless of whether they were nursing home residents throughout the year).
    CONCLUSIONS: Despite any obvious explanatory factors, male and younger residents had higher medical costs at the end of life than women. Having a risk of frailty or a diagnosis of advanced cancer was strongly associated with higher costs, whereas a dementia diagnosis was associated with lower external, medical costs. These findings could lead us to consider reimbursement models that could be differentiated based on the observed differences.
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  • 文章类型: Journal Article
    探讨光学相干断层扫描(OCT)分析的视盘参数与有症状的玻璃体后脱离(PVD)患者周边视网膜撕裂的发生之间的关联。
    这项横断面研究纳入了75例急性PVD症状患者,根据是否发生周边视网膜撕裂将患者分为两组。
    当比较视网膜撕裂和对照组之间的平均视网膜神经纤维层(RNFL)厚度(μm)时,研究表明,患有视网膜撕裂的患者有明显更高的(87.18[95%置信区间(CI),84.47至89.9]vs81.14[95%CI,77.81至84.46],P=0.005)平均RNFL厚度。此外,我们观察到泪液组和对照组之间的杯体积(mm3)大小存在显着差异(0.13,0.06至0.22vs0.07,0.04至0.1,P=0.036,Mann-WhitneyU检验),分别。线性回归显示平均RNFL厚度随着年龄的增加而显著降低(P=0.029)。但两组之间没有显着差异。泪液组与对照组在边缘面积方面无统计学差异,光盘面积,和平均杯盘比。
    具有较高的平均RNFL厚度和通过OCT测量的较大杯体积的患者更容易发生周边视网膜撕裂。由于创伤和随后的炎症,乳头周围平均RNFL厚度增加,可能与视网膜上更粘附的后透明膜有关,也可能表明视网膜撕裂发生的周边视网膜区域的粘连增强。视神经乳头的OCT分析可用于日常临床实践中,作为有症状的PVD患者周围视网膜撕裂发展的预测因子。
    UNASSIGNED: To investigate association between optic disc parameters analyzed by optical coherence tomography (OCT) and occurrence of peripheral retinal tears in patients with symptomatic posterior vitreous detachment (PVD).
    UNASSIGNED: This cross-sectional study enrolled 75 patients with symptoms of acute PVD, who were allocated into two groups based on whether a peripheral retinal tear occurred or not.
    UNASSIGNED: When comparing the average retinal nerve fiber layer (RNFL) thickness (μm) between retinal tear and control groups, it was shown that patients with a retinal tear have a significantly higher (87.18 [95% confidence interval (CI), 84.47 to 89.9] vs 81.14 [95% CI, 77.81 to 84.46], P = 0.005) average RNFL thickness. Furthermore, we observed a significant difference (0.13, 0.06 to 0.22 vs 0.07, 0.04 to 0.1, P = 0.036, Mann-Whitney U-test) in the size of cup volume (mm3) between the tear and control groups, respectively. Linear regression showed a significant decrease (P = 0.029) in average RNFL thickness with increasing age, but without a significant difference between the two groups. There was no statistically significant difference between the tear and control groups in terms of rim area, disc area, and average cup-to-disc ratio.
    UNASSIGNED: Patients with a higher average RNFL thickness and larger cup volume measured by OCT were more prone to develop a peripheral retinal tear. Increased peripapillary average RNFL thickness due to trauma and subsequent inflammation, possibly related to the more adherent posterior hyaloid membrane to the retina, may also indicate strengthened adhesions in the areas of the peripheral retina where retinal tears occur. OCT analysis of the optic nerve head may be used in everyday clinical practice as a predictor of the development of peripheral retinal tears in patients with symptomatic PVD.
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  • 文章类型: Journal Article
    猎物中的群体防御和捕食者中的狩猎合作是两个重要的生态现象,可以同时发生。在这篇文章中,我们在数学框架下考虑通才捕食者的合作狩猎和猎物的群体防御,以理解模型可以捕获的巨大多样性。要做到这一点,我们考虑了改进的Holling-Tanner模型,在该模型中,我们实施了HollingIV型功能响应,以表征捕食者的放牧模式,其中猎物物种表现出群体防御。此外,我们允许修改捕食者的攻击率,以量化它们之间的狩猎合作。该模型允许三个边界均衡和最多三个共存均衡点。不平凡的猎物和捕食者的几何形状以及共存平衡的数量主要取决于捕食者可替代食物的特定阈值。我们使用线性稳定性分析来确定双曲平衡点的类型,并通过正常形式和中心流形理论来表征非双曲平衡点。模型参数的变化导致非双曲平衡点发生一系列局部分叉,即,超临界,鞍形节点,Hopf,尖点和Bogdanov-Takens分叉;也存在全局分叉,例如极限环的同斜分叉和鞍节分叉。我们观察到由于狩猎合作强度的变化和捕食者可替代食物的可获得性,全球分叉引起的两种有趣的封闭“气泡”形式。三维分岔图,关于原始系统参数,捕获模型公式化中的交替如何诱导分叉场景的逐渐变化。我们的模型强调了群体或群居行为在猎物和捕食者中的稳定作用,因此支持捕食者-食草动物调节假说。此外,我们的模型强调了生态系统中“盐分平衡”的发生,并捕获了观察到的狮子-草食动物相互作用的动力学。
    Group defense in prey and hunting cooperation in predators are two important ecological phenomena and can occur concurrently. In this article, we consider cooperative hunting in generalist predators and group defense in prey under a mathematical framework to comprehend the enormous diversity the model could capture. To do so, we consider a modified Holling-Tanner model where we implement Holling type IV functional response to characterize grazing pattern of predators where prey species exhibit group defense. Additionally, we allow a modification in the attack rate of predators to quantify the hunting cooperation among them. The model admits three boundary equilibria and up to three coexistence equilibrium points. The geometry of the nontrivial prey and predator nullclines and thus the number of coexistence equilibria primarily depends on a specific threshold of the availability of alternative food for predators. We use linear stability analysis to determine the types of hyperbolic equilibrium points and characterize the non-hyperbolic equilibrium points through normal form and center manifold theory. Change in the model parameters leading to the occurrences of a series of local bifurcations from non-hyperbolic equilibrium points, namely, transcritical, saddle-node, Hopf, cusp and Bogdanov-Takens bifurcation; there are also occurrences of global bifurcations such as homoclinic bifurcation and saddle-node bifurcation of limit cycles. We observe two interesting closed \'bubble\' form induced by global bifurcations due to change in the strength of hunting cooperation and the availability of alternative food for predators. A three dimensional bifurcation diagram, concerning the original system parameters, captures how the alternation in model formulation induces gradual changes in the bifurcation scenarios. Our model highlights the stabilizing effects of group or gregarious behaviour in both prey and predator, hence supporting the predator-herbivore regulation hypothesis. Additionally, our model highlights the occurrence of \"saltatory equilibria\" in ecological systems and capture the dynamics observed for lion-herbivore interactions.
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  • 文章类型: Journal Article
    为了确定尿邻苯二甲酸盐代谢产物与慢性阻塞性肺疾病(COPD)的关系,气流阻塞,肺功能和呼吸道症状。
    我们的研究在国家健康和营养检查调查(NHANES)中纳入了2023名年龄≥40岁的个体。采用多因素logistic回归分析了11种尿邻苯二甲酸酯代谢物(MCNP,MCOP,MECPP,MnBP,MCPP,MEP,MEHHP,MEHP,MiBP,MEOHP,和MBzP)与COPD,气流阻塞和呼吸道症状。线性回归分析用于评估尿邻苯二甲酸酯代谢产物与肺功能之间的关系。
    与第一个三元字符相比,MEHHP的第三三分位数与COPD风险相关[OR:2.779;95%置信区间(CI):1.129~6.840;P=0.026].分层分析表明,MEHHP使男性参与者的COPD风险增加了7.080倍。MCPP和MBzP均与气流阻塞风险呈正相关。MBzP的第三三分位数增加了咳嗽的风险1.545(95%CI:1.030-2.317;P=0.035)倍。FEV1和FVC均与MEHHP呈负相关,MECPP,MnBP,MEP,MiBP和MEOHP。
    较高的MEHHP水平与COPD风险增加相关,FEV1和FVC的测量值较低。MBzP与气流阻塞和咳嗽呈正相干。
    UNASSIGNED: To determine the association of urinary phthalate metabolites with chronic obstructive pulmonary disease (COPD), airflow obstruction, lung function and respiratory symptoms.
    UNASSIGNED: Our study included a total of 2023 individuals aged ≥ 40 years old in the National Health and Nutrition Examination Survey (NHANES). Multivariate logistic regression was conducted to explore the correlation of eleven urinary phthalate metabolites (MCNP, MCOP, MECPP, MnBP, MCPP, MEP, MEHHP, MEHP, MiBP, MEOHP, and MBzP) with COPD, airflow obstruction and respiratory symptoms. Linear regression analyses were used to evaluate the relationship between urinary phthalate metabolites and lung function.
    UNASSIGNED: When compared to the first tertile, the third tertile of MEHHP was associated with the risk of COPD [OR: 2.779; 95% confidence interval (CI): 1.129-6.840; P = 0.026]. Stratified analysis showed that MEHHP increased the risk of COPD by 7.080 times in male participants. Both MCPP and MBzP were positively correlated with the risk of airflow obstruction. The third tertile of MBzP increased the risk of cough by 1.545 (95% CI: 1.030-2.317; P = 0.035) times. Both FEV1 and FVC were negatively associated with MEHHP, MECPP, MnBP, MEP, MiBP and MEOHP.
    UNASSIGNED: Higher levels of MEHHP are associated with increased risk of COPD, and lower measures of FEV1 and FVC. MBzP is positively related to airflow obstruction and cough.
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  • 文章类型: Journal Article
    背景:这项研究调查了南京耐药结核病(DR-TB)患者的生活质量(QOL)的现状,中国,并对影响因素进行了分析。
    方法:调查对象为2022年7月至2023年5月在南京市第二医院(南京市公共卫生医学中心)结核病科住院的DR-TB患者。采用中文版世界卫生组织生活质量问卷(WHOQOL-BREF)对DR-TB患者的生活质量水平进行调查,采用多元线性回归模型对QOL影响因素进行分析。
    结果:共有135名患者参加了研究;69.6%为男性,平均年龄为46.30±17.98岁,受教育程度为小学或以下的占13.33%,75.56%已婚。生理性QOL评分分别为51.35±17.24,47.04±20.28,43.89±17.96,35.00±11.57,心理,社会,和环境领域,分别。四个领域得分与中文规范结果之间的差异有统计学意义(P<0.05)。多元线性回归分析结果表明,与生理领域相关的因素包括居住,家庭人均月收入,付款方式,药物不良反应(ADR),和合并症;心理领域相关因素包括教育水平,家庭人均月收入,病程,和照顾者;社会领域相关因素包括年龄和合并症;与环境领域相关的因素包括年龄,教育水平,和合并症。
    结论:在南京,中国,年龄较小的患者,高等教育水平,生活在城市地区,家庭人均月收入高,无药物不良反应,没有合并症,有护理人员有更好的生活质量。未来改善耐药结核病患者生活质量的干预措施可以针对特定因素进行调整。
    BACKGROUND: This study investigated the current status of the quality of life (QOL) of drug-resistant tuberculosis (DR-TB) patients in Nanjing, China, and analyzed the influencing factors.
    METHODS: The survey was conducted among patients with DR-TB who were hospitalized in the tuberculosis department of the Second Hospital of Nanjing (Nanjing Public Health Medical Center) from July 2022 to May 2023. The Chinese version of the World Health Organization Quality of Life (WHOQOL-BREF) questionnaire was used to investigate the QOL levels of patients with DR-TB, and a multiple linear regression model was used to analyze the QOL influencing factors.
    RESULTS: A total of 135 patients participated in the study; 69.6% were male, the average age was 46.30 ± 17.98 years, 13.33% had an education level of elementary school or below, and 75.56% were married. The QOL scores were 51.35 ± 17.24, 47.04 ± 20.28, 43.89 ± 17.96, and 35.00 ± 11.57 in the physiological, psychological, social, and environmental domains, respectively. The differences between the four domain scores and the Chinese normative results were statistically significant (P < 0.05). The results of multiple linear regression analysis showed that the factors related to the physiological domain included residence, family per-capita monthly income, payment method, adverse drug reactions (ADRs), and comorbidities; psychological domain correlates included educational level, family per-capita monthly income, course of the disease, and caregivers; social domain correlates included age and comorbidities; and factors related to the environmental domain included age, education level, and comorbidities.
    CONCLUSIONS: In Nanjing, China, patients with younger age, higher education level, living in urban areas, high family per-capita monthly income, no adverse drug reactions, no comorbidities, and having caregivers have better quality of life. Future interventions to improve the quality of life of patients with drug-resistant tuberculosis could be tailored to a specific factor.
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  • 文章类型: Journal Article
    背景:早发性败血症(EOS)是一种影响早产新生儿的严重疾病,延迟使用抗生素可能会增加不良结局的风险.
    目的:本研究的目的是研究怀疑有EOS的早产儿目前使用抗生素的时间,以及导致抗生素开始延迟的因素。
    方法:在中国的这项回顾性研究中,纳入了2021年12月至2023年3月期间共82例疑似EOS的早期早产儿.该研究利用线性回归分析方法来确定导致抗生素延迟施用的独立因素。
    结果:研究人群的平均胎龄和出生体重分别为29.1±1.4周和1265.7±176.8g,分别。初始抗生素给药的中位时间为3.8(3.1-5.0)小时。线性回归显示严重呼吸窘迫综合征(RDS)(β=0.07,P=0.013),青霉素皮试(PST)时间(β=0.06,P<0.001)和医嘱时间(β=0.04,P=0.017)与抗生素初始给药时间显着相关。
    结论:本单位疑似EOS的早产儿抗生素给药明显延迟。严重RDS,PST推迟和延迟医嘱被发现与抗生素的延迟使用有关,这将有助于提高新生儿重症监护病房(NICU)的质量。
    BACKGROUND: Early-onset sepsis (EOS) is a serious illness that affects preterm newborns, and delayed antibiotic initiation may increase the risk of adverse outcomes.
    OBJECTIVE: The objective of this study was to examine the present time of antibiotic administration in preterm infants with suspected EOS and the factors that contribute to delayed antibiotic initiation.
    METHODS: In this retrospective study in China, a total of 82 early preterm infants with suspected EOS between December 2021 and March 2023 were included. The study utilized a linear regression analytical approach to identify independent factors that contribute to delayed antibiotic administration.
    RESULTS: The mean gestational age and birth weight of the study population were 29.1 ± 1.4 weeks and 1265.7 ± 176.8 g, respectively. The median time of initial antibiotic administration was 3.8 (3.1-5.0) hours. Linear regression revealed that severe respiratory distress syndrome (RDS) (β = 0.07, P = 0.013), penicillin skin test (PST) timing (β = 0.06, P < 0.001) and medical order timing (β = 0.04, P = 0.017) were significantly associated with the initial timing of antibiotic administration.
    CONCLUSIONS: There is an evident delay in antibiotic administration in preterm infants with suspected EOS in our unit. Severe RDS, PST postponement and delayed medical orders were found to be associated with the delayed use of antibiotics, which will be helpful for quality improvement efforts in the neonatal intensive care unit (NICU).
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  • 文章类型: Journal Article
    全球范围内,老年人髋部骨折是一个普遍而严重的问题。患者通常有更长的住院时间(LOS),这增加了并发症的风险并增加了住院费用。血红蛋白(Hb)是与疾病预后相关的常规血液检查。本研究旨在探讨老年髋部骨折患者术前Hb与LOS的关系,并确定可靠的输血阈值。骨科收治的髋部骨折患者(年龄≥60岁)的临床资料,深圳市第二人民医院,对2012年1月至2021年12月间的数据进行回顾性分析.采用多元线性回归分析评估术前Hb与LOS的线性关系。进行平滑曲线拟合以研究潜在的非线性关系。在发现非线性关系的情况下,建立加权二分段线性回归模型,并使用递归算法确定拐点。根据年龄和性别进行亚组分析。共纳入1444例患者,平均年龄(77.54±8.73)岁。在调整协变量后,术前Hb和LOS之间存在非线性关系。两分段线性回归模型显示10g/dL的拐点。在拐点的左侧(Hb<10g/dL),Hb每增加1g/dL,LOS降低0.735天(β=-0.735,95%置信区间:-1.346至-0.124,P=0.019)。在拐点的右侧(Hb>10g/dL),上述关系无统计学意义(β=0.001,95%置信区间:-0.293~0.296,P=.992).在老年髋部骨折患者中,术前Hb和LOS之间存在非线性关联。然而,当Hb水平<10g/dL时,与LOS呈负相关。当Hb水平>10g/dL时,没有观察到相关性。这些发现强调了及时干预以管理老年髋部骨折患者Hb水平的重要性。可能减少住院时间和相关并发症。
    Globally, hip fractures in elderly individuals are a prevalent and serious issue. Patients typically have a longer length of stay (LOS), which increases the risk of complications and increases hospitalization costs. Hemoglobin (Hb) is a routine blood test that is associated with disease prognosis. This study aimed to investigate the relationship between preoperative Hb and LOS in elderly hip fracture patients and to determine a reliable transfusion threshold. The clinical data of hip fracture patients (aged ≥ 60 years) admitted to the Department of Orthopaedics, Shenzhen Second People\'s Hospital, between January 2012 and December 2021 were retrospectively analyzed. Multiple linear regression analysis was used to assess the linear relationship between preoperative Hb and LOS. Smooth curve fitting was performed to investigate potential nonlinear relationships. In the case of discovering nonlinear relationships, a weighted two-piecewise linear regression model was built, and the inflection points were determined using a recursive algorithm. Subgroup analyses were conducted based on age and gender. A total of 1444 patients with an average age of (77.54 ± 8.73) years were enrolled. After adjusting for covariates, a nonlinear relationship was found between preoperative Hb and LOS. The two-piecewise linear regression model revealed an inflection point of 10 g/dL. On the left of the inflection point (Hb < 10 g/dL), the LOS was reduced by 0.735 days for every 1 g/dL increase in Hb (β = -0.735, 95% confidence interval: -1.346 to -0.124, P = .019). On the right side of the inflection point (Hb > 10 g/dL), the relationship was not statistically significant (β = 0.001, 95% confidence interval: -0.293 to 0.296, P = .992). In elderly hip fracture patients, there is a nonlinear association between preoperative Hb and LOS. However, when Hb levels were <10 g/dL, there was a negative correlation with the LOS. No correlation was observed when Hb levels were >10 g/dL. These findings underscore the importance of timely intervention to manage Hb levels in elderly patients with hip fractures, potentially reducing hospitalization durations and associated complications.
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  • 文章类型: Journal Article
    体重和组成的改变在慢性阻塞性肺疾病(COPD)患者中很常见,并且是发病率和死亡率的独立预测因子。与对照组相比,低维生素D状态在COPD患者中也更普遍,并且与低肺功能有关。肌肉萎缩和肌肉骨骼功能受损。这项研究旨在评估维生素D水平和状态与身体成分(BC)之间的关系,以及它随时间的变化。
    COPD患者和无COPD的对照组,参与与老龄化相关的个体化COPD评估(ICE-Age)研究,一项前瞻性观察性研究,包括在内。在基线测量血浆25-羟基维生素D(25(OH)D),并通过双能X射线吸收法扫描测量BC,在基线和随访两年后。进行多元线性回归分析以评估25(OH)D(nmol/l)与BMI纵向变化之间的关系。无脂质量指数(FFMI),脂肪质量指数(FMI)和骨密度(BMD)。
    共有192名COPD患者(57%为男性,平均±SD年龄,62±7,FEV1,49±16%预测)和199个对照(45%男性,本研究包括平均±SD年龄61±7)。COPD患者的维生素D水平明显降低(64±26nmol/L,95%CI60-68nmol/L与75±25nmol/L,与对照组相比,95%CI72-79nmol/L)。患者和对照组均表现为FFMI和T评分髋部显著下降,但在COPD或对照组中,维生素D水平或状态不能确定BC的差异或BC随时间的变化.
    维生素D状态与BC或BC的纵向变化无关。然而,与对照组相比,COPD患者中维生素D不足和低BMD更为普遍.
    UNASSIGNED: Alterations in body weight and composition are common in patients with chronic obstructive pulmonary disease (COPD) and are independent predictors for morbidity and mortality. Low vitamin D status is also more prevalent in patients with COPD compared to controls and has been related to lower lung function, muscle atrophy and impaired musculoskeletal function. This study aimed to evaluate the association between vitamin D levels and status with body composition (BC), as well as with its changes over time.
    UNASSIGNED: Patients with COPD and controls without COPD, participating in the Individualized COPD Evaluation in relation to Ageing (ICE-Age) study, a prospective observational study, were included. Plasma 25-hydroxyvitamin D (25(OH)D) was measured at baseline and BC was measured by dual-energy X-ray absorptiometry scan, at baseline and after two years of follow-up. Multiple linear regression analyses were performed to assess the relationships between 25(OH)D (nmol/l) and longitudinal changes in BMI, fat-free mass index (FFMI), fat mas index (FMI) and bone mineral density (BMD).
    UNASSIGNED: A total of 192 patients with COPD (57% males, mean ± SD age, 62 ± 7, FEV1, 49 ± 16% predicted) and 199 controls (45% males, mean ± SD age 61 ± 7) were included in this study. Vitamin D levels were significantly lower in patients with COPD (64 ± 26 nmol/L, 95% CI 60-68 nmol/L versus 75 ± 25 nmol/L, 95% CI 72-79 nmol/L) compared to controls. Both patients and controls presented a significant decline in FFMI and T-score hip, but vitamin D level or status did not determine differences in BC or changes in BC over time in either COPD or controls.
    UNASSIGNED: Vitamin D status was not associated with BC or longitudinal changes in BC. However, vitamin D insufficiency and low BMD were more prevalent in patients with COPD compared to controls.
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