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The effects of ketogenic diet on polycystic ovary syndrome: A systematic review and meta-analysis 生酮饮食对多囊卵巢综合征的影响:系统回顾和荟萃分析
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-03 DOI: 10.1016/j.clnu.2025.11.019
Elisavet Arsenaki , Dimitra Stathi , Konstantinos Katsikas Triantafyllidis , Yeshey Seldon , Stergios Bobotis , George Lockett , Shaun Haran , Maria Kyrgiou , Srdjan Saso , Konstantinos S. Kechagias

Background and aim

Polycystic ovary syndrome (PCOS) is a common endocrine disorder linked to obesity, insulin resistance, and reproductive dysfunction. While dietary modification is central to management, the optimal approach remains unclear. This systematic review and meta-analysis evaluated the effects of the ketogenic diet on anthropometric, metabolic, and endocrinological outcomes in women with PCOS.

Methods

A systematic search of five databases (inception–February 2025) identified studies reporting outcomes in women with PCOS following a ketogenic diet. Meta-analyses compared pre- and post-ketogenic diet outcomes (primary analysis) and ketogenic diet versus other diets (secondary analysis). Summary mean differences (MDs) with 95 % confidence intervals (CIs) were calculated using a random-effects model. Risk of bias and evidence quality were assessed using validated tools and the GRADE approach.

Results

Fifteen studies were included in the review, of which ten met the criteria for inclusion in the meta-analysis. Most participants in the included studies had a BMI exceeding 25 kg/m2. In the primary analysis, ketogenic diet led to significant reductions in BMI (MD: −3.38 kg/m2, 95 % CI: 2.53 to 4.23, I2 = 0 %), weight (MD: −10.77 kg, 95 % CI: 8.73 to 12.81, I2 = 0 %), and waist circumference (MD: −8.93 cm, 95 % CI: 5.66 to 12.19; I2 = 44 %). Reductions were also observed in luteinising hormone (LH) levels (MD: 4.07, 95 % CI: 3.36 to 4.79, I2 = 0 %), menstrual cycle duration (MD: 26.06, 95 % CI: 2.28 to 49.85, I2 = 68 %), and insulin resistance (MD: 2.43; 95 % CI: 1.16 to 3.69, I2 = 95 %). In the secondary analysis, ketogenic diet showed superior effects on BMI (MD: −1.65, 95 % CI: −2.76 to −0.55, I2 = 0 %) and weight loss (MD: −4.98, 95 % CI: −9.05 to −0.91, I2 = 7 %) as well as LH levels (MD 1.68, 95 % CI: −3.18 to −0.19, I2 = 30 %) and insulin resistance (MD: −1.71, 95 % CI: −2.98 to −0.43, I2 = 90 %) compared to other diets, though results for androgen and lipid parameters were inconsistent. Heterogeneity was high for most of the studied outcomes.

Conclusion

The ketogenic diet appears to be a promising dietary intervention for improving weight, insulin sensitivity, and reproductive hormone profiles in women with PCOS and a BMI exceeding 25 kg/m2. Nonetheless, the considerable heterogeneity among included studies and variations in study quality warrant cautious interpretation of these findings. Further high-quality, long-term randomized controlled trials are needed to more definitively establish the efficacy and safety of the ketogenic diet in women with PCOS.
背景和目的多囊卵巢综合征(PCOS)是一种常见的内分泌疾病,与肥胖、胰岛素抵抗和生殖功能障碍有关。虽然饮食调整是治疗的核心,但最佳方法尚不清楚。本系统综述和荟萃分析评估了生酮饮食对多囊卵巢综合征女性人体测量学、代谢和内分泌结果的影响。方法系统检索5个数据库(启动至2025年2月),确定了报告生酮饮食后多囊卵巢综合征(PCOS)妇女结果的研究。荟萃分析比较了生酮饮食前后的结果(主要分析)和生酮饮食与其他饮食的对比(次要分析)。采用随机效应模型计算具有95%置信区间(ci)的总平均差(MDs)。使用经过验证的工具和GRADE方法评估偏倚风险和证据质量。结果本综述纳入了15项研究,其中10项符合纳入meta分析的标准。在纳入的研究中,大多数参与者的BMI超过25 kg/m2。在初步分析中,生酮饮食导致BMI (MD: - 3.38 kg/m2, 95% CI: 2.53至4.23,I2 = 0%)、体重(MD: - 10.77 kg, 95% CI: 8.73至12.81,I2 = 0%)和腰围(MD: - 8.93 cm, 95% CI: 5.66至12.19,I2 = 44%)的显著降低。在黄体生成素(LH)水平(MD: 4.07, 95% CI: 3.36至4.79,I2 = 0%)、月经周期持续时间(MD: 26.06, 95% CI: 2.28至49.85,I2 = 68%)和胰岛素抵抗(MD: 2.43, 95% CI: 1.16至3.69,I2 = 95%)方面也观察到降低。在二级分析,生酮饮食显示优越的影响体重指数(MD:−1.65,95%置信区间CI: 2.76−−0.55,I2 = 0%)和减肥(MD:−4.98,95%置信区间CI: 9.05−−0.91,I2 = 7%)以及LH水平(MD 1.68, 95%置信区间CI: 3.18−−0.19,I2 = 30%)和胰岛素抵抗(MD:−1.71,95%置信区间CI: 2.98−−0.43,I2 = 90%)与其他饮食相比,虽然雄激素和脂质参数的结果是不一致的。大多数研究结果的异质性很高。结论生酮饮食是改善PCOS患者体重、胰岛素敏感性和生殖激素谱的一种有前景的饮食干预方法,BMI超过25 kg/m2。尽管如此,纳入研究之间的相当大的异质性和研究质量的差异需要谨慎解释这些发现。需要进一步的高质量、长期的随机对照试验来更明确地确定生酮饮食对多囊卵巢综合征女性的疗效和安全性。
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引用次数: 0
Associations of dietary and erythrocyte membrane fatty acids with overall survival in oral cancer: A prospective cohort study with mechanistic exploration 口腔癌患者饮食和红细胞膜脂肪酸与总生存率的关系:一项机制探索的前瞻性队列研究
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-02 DOI: 10.1016/j.clnu.2025.12.001
Baochang He , Xixi Dong , Yichen Lin , Jianli Lin , Yu Qiu , Lisong Lin , Bin Shi , Jing Wang , Fa Chen

Background & Aims

Evidence suggests fatty acid metabolism may influence cancer progression, yet their role in oral cancer prognosis remains unclear. This study investigated associations between dietary fatty acid intake, erythrocyte membrane fatty acid composition, and overall survival in patients with oral cancer, and explored potential underlying mechanisms through network pharmacology and molecular docking analyses.

Methods

This prospective cohort study recruited 908 newly diagnosed oral cancer patients from October 2011 to June 2024. Dietary fatty acid intake was assessed using a validated food frequency questionnaire. Erythrocyte membrane fatty acid profiles were measured using gas chromatography. Patients were followed until February 2025, with overall survival as the primary outcome. Cox proportional hazards models were used to evaluate hazard ratios (HRs) and 95 % confidence intervals (CIs) for associations between fatty acid levels and overall survival in oral cancer. Composite indices (dietary fatty acid index [DFAI] and erythrocyte fatty acid index [EFAI]) were constructed using LASSO regression to assess combined effects. Network pharmacology and molecular docking were employed to investigate potential mechanisms.

Results

In multi-adjusted Cox regression models, higher dietary intake of linolenic acid (C18:3), eicosatrienoic acid (C20:3), and docosahexaenoic acid (C22:6) were associated with reduced mortality risk (highest vs. lowest tertile: HR = 0.54, 95 % CI: 0.36–0.82; HR = 0.65, 95 % CI: 0.44–0.95; HR = 0.62, 95 % CI: 0.42–0.91, respectively; all P-trend<0.05). Among erythrocyte membrane fatty acids, significant protective associations were observed for very long-chain saturated fatty acids behenic acid (C22:0) and tricosanoic acid (C23:0), with 48 % and 56 % lower mortality risks in the highest tertile (all P for trend <0.05). Similar protective effects were found for omega-3 polyunsaturated fatty acids including α-linolenic acid (C18:3 n-3), docosapentaenoic acid (C22:5 n-3), and docosahexaenoic acid (C22:6 n-3). Composite fatty acid indices showed that DFAI and EFAI were associated with 59 % and 85 % mortality reduction, respectively (both P < 0.001). Network pharmacology identified interleukin-6 (IL-6) as a key target in the fatty acid-oral cancer survival pathway. Molecular docking revealed favorable binding affinities between all six significant fatty acids and IL-6 (binding energies: −1.83 to −5.08 kcal/mol).

Conclusion

Higher dietary intake and erythrocyte membrane levels of specific polyunsaturated fatty acids and very long-chain saturated fatty acids are significantly associated with improved overall survival in oral cancer patients. These protective effects may be mediated through IL-6-related inflammatory pathways.
背景:有证据表明脂肪酸代谢可能影响癌症进展,但其在口腔癌预后中的作用尚不清楚。本研究通过网络药理学和分子对接分析,探讨口腔癌患者膳食脂肪酸摄入量、红细胞膜脂肪酸组成与总生存期的关系,并探讨其潜在机制。方法本前瞻性队列研究从2011年10月至2024年6月招募908例新诊断的口腔癌患者。使用有效的食物频率问卷评估膳食脂肪酸摄入量。用气相色谱法测定红细胞膜脂肪酸谱。患者随访至2025年2月,以总生存率为主要终点。使用Cox比例风险模型评估口腔癌患者脂肪酸水平与总生存期之间的风险比(hr)和95%置信区间(CIs)。采用LASSO回归法构建膳食脂肪酸指数[DFAI]和红细胞脂肪酸指数[EFAI]复合指标,评价其综合效应。利用网络药理学和分子对接技术探讨其潜在机制。结果在多因素校正Cox回归模型中,较高的膳食摄入亚麻酸(C18:3)、二十碳三烯酸(C20:3)和二十二碳六烯酸(C22:6)与降低死亡风险相关(最高比最低比值:HR = 0.54, 95% CI: 0.36 ~ 0.82; HR = 0.65, 95% CI: 0.44 ~ 0.95; HR = 0.62, 95% CI: 0.42 ~ 0.91; p趋势均为0.05)。在红细胞膜脂肪酸中,超长链饱和脂肪酸白脱酸(C22:0)和三糖酸(C23:0)具有显著的保护作用,最高分位数的死亡率分别降低48%和56%(趋势P均为0.05)。omega-3多不饱和脂肪酸包括α-亚麻酸(C18:3 n-3)、二十二碳五烯酸(C22:5 n-3)和二十二碳六烯酸(C22:6 n-3)也有类似的保护作用。复合脂肪酸指数显示,DFAI和EFAI分别与死亡率降低59%和85%相关(P均为0.001)。网络药理学发现白细胞介素-6 (IL-6)是脂肪酸-口腔癌生存通路的关键靶点。分子对接表明,所有6种重要脂肪酸与IL-6具有良好的结合亲和力(结合能:−1.83 ~−5.08 kcal/mol)。结论提高口腔癌患者饮食中特定多不饱和脂肪酸和甚长链饱和脂肪酸的摄入量和红细胞膜水平与提高患者的总生存期有显著关系。这些保护作用可能通过il -6相关的炎症途径介导。
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引用次数: 0
Comment on “Effect of red meat consumption on cardiovascular risk factors: A systematic review and Bayesian network meta-analysis of randomized controlled trials” 《红肉消费对心血管危险因素的影响:随机对照试验的系统评价和贝叶斯网络meta分析》
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.003
Hamza Khan
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引用次数: 0
Both skeletal muscle index and muscle attenuation are associated with frailty in preoperative older patients with pancreatic cancer 术前老年胰腺癌患者骨骼肌指数和肌肉衰减与虚弱相关
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.004
Claudia J. Lucassen , Yaren Zügül , Anneke Droop , Bert A. Bonsing , Alexander L. Vahrmeijer , Nynke Michiels , Shirin Shahbazi Feshtali , E.T. Daniël Souwer , Johanneke E.A. Portielje , J. Sven D. Mieog , Frederiek van den Bos

Background and aims

Frailty and sarcopenia are associated with morbidity and mortality in older patients with cancer. The aim of this study was to examine the association of frailty with skeletal muscle index (SMI) and muscle attenuation (MA) on preoperative CT-scans in older patients with pancreatic cancer.

Methods

A single-center retrospective study was performed in patients aged ≥70 years with pancreatic cancer. Frailty was assessed by an abbreviated GA screening. Preoperative SMI and MA were determined by computed tomography (CT) scan analysis. The association of frailty and individual frailty domains with SMI and MA was assessed using linear regression analyses.

Results

101 patients were included of which 15 (14.9 %) were frail. Frailty was associated with lower SMI (adjusted β: −5.07 cm2/m2; 95 % CI: −8.77–1.36) and MA (adjusted β: −5.70 HU; 95 % CI: −9.63–1.77). Both impaired functionality and risk of delirium were associated with lower SMI (adjusted β: −7.01 cm2/m2; 95 % CI: −11.69–2.33 and adjusted β: −4.58 cm2/m2; 95 % CI: −8.22–0.95, respectively). Impaired functionality was also associated with lower MA (adjusted β: −6.88 HU; 95 % CI: −11.89–1.87).

Conclusion

Frailty and impaired functionality were associated with lower SMI and MA. Risk of delirium was independently associated with lower SMI in preoperative older patients with pancreatic cancer. These results suggests that SMI and MA should be included in standard GA screening to better identify high-risk patients and enable more targeted treatment selection.
背景和目的衰弱和肌肉减少症与老年癌症患者的发病率和死亡率相关。本研究的目的是检查老年胰腺癌患者术前ct扫描的骨骼肌指数(SMI)和肌肉衰减(MA)与虚弱的关系。方法对年龄≥70岁的胰腺癌患者进行单中心回顾性研究。通过简略的GA筛查评估虚弱程度。术前通过计算机断层扫描(CT)分析SMI和MA。使用线性回归分析评估脆弱性和个体脆弱性域与SMI和MA的关联。结果101例患者中虚弱15例(14.9%)。虚弱与较低的SMI(调整后的β: - 5.07 cm2/m2; 95% CI: - 8.77-1.36)和MA(调整后的β: - 5.70 HU; 95% CI: - 9.63-1.77)相关。功能受损和谵妄风险均与较低的SMI相关(调整后的β: - 7.01 cm2/m2; 95% CI: - 11.69-2.33;调整后的β: - 4.58 cm2/m2; 95% CI: - 8.22-0.95)。功能受损也与较低的MA相关(调整后的β: - 6.88 HU; 95% CI: - 11.89-1.87)。结论身体虚弱和功能受损与低SMI和低MA有关。术前老年胰腺癌患者谵妄风险与较低SMI独立相关。这些结果表明,SMI和MA应纳入标准GA筛查,以更好地识别高危患者,并使更有针对性的治疗选择。
{"title":"Both skeletal muscle index and muscle attenuation are associated with frailty in preoperative older patients with pancreatic cancer","authors":"Claudia J. Lucassen ,&nbsp;Yaren Zügül ,&nbsp;Anneke Droop ,&nbsp;Bert A. Bonsing ,&nbsp;Alexander L. Vahrmeijer ,&nbsp;Nynke Michiels ,&nbsp;Shirin Shahbazi Feshtali ,&nbsp;E.T. Daniël Souwer ,&nbsp;Johanneke E.A. Portielje ,&nbsp;J. Sven D. Mieog ,&nbsp;Frederiek van den Bos","doi":"10.1016/j.clnu.2025.11.004","DOIUrl":"10.1016/j.clnu.2025.11.004","url":null,"abstract":"<div><h3>Background and aims</h3><div>Frailty and sarcopenia are associated with morbidity and mortality in older patients with cancer. The aim of this study was to examine the association of frailty with skeletal muscle index (SMI) and muscle attenuation (MA) on preoperative CT-scans in older patients with pancreatic cancer.</div></div><div><h3>Methods</h3><div>A single-center retrospective study was performed in patients aged ≥70 years with pancreatic cancer. Frailty was assessed by an abbreviated GA screening. Preoperative SMI and MA were determined by computed tomography (CT) scan analysis. The association of frailty and individual frailty domains with SMI and MA was assessed using linear regression analyses.</div></div><div><h3>Results</h3><div>101 patients were included of which 15 (14.9 %) were frail. Frailty was associated with lower SMI (adjusted β: −5.07 cm<sup>2</sup>/m<sup>2</sup>; 95 % CI: −8.77–1.36) and MA (adjusted β: −5.70 HU; 95 % CI: −9.63–1.77). Both impaired functionality and risk of delirium were associated with lower SMI (adjusted β: −7.01 cm<sup>2</sup>/m<sup>2</sup>; 95 % CI: −11.69–2.33 and adjusted β: −4.58 cm<sup>2</sup>/m<sup>2</sup>; 95 % CI: −8.22–0.95, respectively). Impaired functionality was also associated with lower MA (adjusted β: −6.88 HU; 95 % CI: −11.89–1.87).</div></div><div><h3>Conclusion</h3><div>Frailty and impaired functionality were associated with lower SMI and MA. Risk of delirium was independently associated with lower SMI in preoperative older patients with pancreatic cancer. These results suggests that SMI and MA should be included in standard GA screening to better identify high-risk patients and enable more targeted treatment selection.</div></div>","PeriodicalId":10517,"journal":{"name":"Clinical nutrition","volume":"55 ","pages":"Pages 242-248"},"PeriodicalIF":7.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145620829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does parenteral Omega-3 fatty acid administration increase the risk of atrial fibrillation? An analysis of the current evidence 肠外给药Omega-3脂肪酸会增加房颤的风险吗?对现有证据的分析
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.013
Wolfgang H. Hartl , Patrick Meybohm , Matthias Pirlich , Konstantin Mayer , Gunnar Elke , Christian Stoppe , Christian von Loeffelholz

Background & aims

In 2023, the Pharmacovigilance Risk Assessment Committee (PRAC) of the European Medicines Agency (EMA) issued new safety information on oral fish oil (FO) pharmacotherapy. This information indicated a dose-related increased risk of atrial fibrillation (AF) with FO in patients with established cardiovascular disease (CVD). The aim of this study is to analyse the existing evidence on this risk and establish whether it can be extrapolated to FO-enriched intravenous lipid emulsions (FO-ILEs) or to other patient groups, such as critically ill patients with organ dysfunction.

Methods

We searched for large (>50,000 participants) systematic reviews analysing the effect of long-term (>1 year) oral FO pharmacotherapy on the incidence of AF in non-critically ill patients with CVD. Reviews also had to include at least one large randomised study (>1,000 participants) on this topic. We examined these reviews with regard to specific limitations. We also estimated on a theoretical basis the extent to which short-term use of FO-ILEs in critically ill patients might alter plasmatic EPA (eicosapentaenoic acid)/DHA (docosahexaenoic acid) concentrations or myocardial EPA/DHA content, and investigated how these changes might affect the cardiac conduction system. We identified six meta-analyses, which consistently showed an increased risk of AF (primary, secondary, exploratory or safety outcome). In these analyses, however, significant bias may arise from including studies that ignored informative censoring or competing risks, or that used highly variable methods to search for AF. The results of these meta-analyses also conflicted with those of controlled trials in which AF was the primary endpoint, investigating the effect of long-term oral FO pharmacotherapy on the frequency of AF recurrence in patients with paroxysmal or persistent AF. Based on our theoretical considerations, it is unlikely that short-term (<4 weeks) use of FO-ILEs would increase EPA/DHA plasma concentrations or myocardial contents to levels that could induce AF in critically ill patients.

Results and conclusions

Short-term administration of FO-ILEs at the currently recommended dose (0.1–0.2 g/kg, corresponding to an average daily EPA/DHA intake of 4–6 g) can be considered safe from a critical care perspective in the setting of AF, especially when the duration of total parenteral nutrition is limited (<4 weeks).
2023年,欧洲药品管理局(EMA)药物警戒风险评估委员会(PRAC)发布了关于口服鱼油(FO)药物治疗的新安全性信息。这一信息表明,在已确诊心血管疾病(CVD)的患者中,FO合并心房颤动(AF)的风险与剂量相关。本研究的目的是分析关于这种风险的现有证据,并确定是否可以推断到富含fo的静脉脂质乳(FO-ILEs)或其他患者群体,如器官功能障碍的危重患者。方法:我们检索了大型(50,000参与者)系统综述,分析长期(1年)口服FO药物治疗对非危重CVD患者房颤发生率的影响。评论还必须包括至少一项关于这一主题的大型随机研究(1000名参与者)。我们根据具体的局限性对这些综述进行了审查。我们还在理论基础上估计了危重患者短期使用FO-ILEs可能改变血浆EPA(二十碳五烯酸)/DHA(二十二碳六烯酸)浓度或心肌EPA/DHA含量的程度,并研究了这些变化如何影响心脏传导系统。我们确定了6项荟萃分析,一致显示房颤风险增加(原发性、继发性、探索性或安全性结果)。然而,在这些分析中,由于纳入了忽略信息审查或竞争风险的研究,或使用高度可变的方法来搜索房颤,可能会产生显著的偏倚。这些荟萃分析的结果也与以房颤为主要终点的对照试验的结果相冲突,这些对照试验调查了长期口服FO药物治疗对阵发性或持续性房颤患者房颤复发频率的影响。短期(4周)使用FO-ILEs不太可能使危重患者的EPA/DHA血浆浓度或心肌内容物升高到可诱发房颤的水平。结果与结论从急性房颤重症监护的角度来看,短期给予目前推荐剂量(0.1-0.2 g/kg,相当于平均每日EPA/DHA摄入量4 - 6 g)的FO-ILEs是安全的,特别是在全肠外营养持续时间有限(4周)的情况下。
{"title":"Does parenteral Omega-3 fatty acid administration increase the risk of atrial fibrillation? An analysis of the current evidence","authors":"Wolfgang H. Hartl ,&nbsp;Patrick Meybohm ,&nbsp;Matthias Pirlich ,&nbsp;Konstantin Mayer ,&nbsp;Gunnar Elke ,&nbsp;Christian Stoppe ,&nbsp;Christian von Loeffelholz","doi":"10.1016/j.clnu.2025.11.013","DOIUrl":"10.1016/j.clnu.2025.11.013","url":null,"abstract":"<div><h3>Background &amp; aims</h3><div>In 2023, the Pharmacovigilance Risk Assessment Committee (PRAC) of the European Medicines Agency (EMA) issued new safety information on oral fish oil (FO) pharmacotherapy. This information indicated a dose-related increased risk of atrial fibrillation (AF) with FO in patients with established cardiovascular disease (CVD). The aim of this study is to analyse the existing evidence on this risk and establish whether it can be extrapolated to FO-enriched intravenous lipid emulsions (FO-ILEs) or to other patient groups, such as critically ill patients with organ dysfunction.</div></div><div><h3>Methods</h3><div>We searched for large (&gt;50,000 participants) systematic reviews analysing the effect of long-term (&gt;1 year) oral FO pharmacotherapy on the incidence of AF in non-critically ill patients with CVD. Reviews also had to include at least one large randomised study (&gt;1,000 participants) on this topic. We examined these reviews with regard to specific limitations. We also estimated on a theoretical basis the extent to which short-term use of FO-ILEs in critically ill patients might alter plasmatic EPA (eicosapentaenoic acid)/DHA (docosahexaenoic acid) concentrations or myocardial EPA/DHA content, and investigated how these changes might affect the cardiac conduction system. We identified six meta-analyses, which consistently showed an increased risk of AF (primary, secondary, exploratory or safety outcome). In these analyses, however, significant bias may arise from including studies that ignored informative censoring or competing risks, or that used highly variable methods to search for AF. The results of these meta-analyses also conflicted with those of controlled trials in which AF was the primary endpoint, investigating the effect of long-term oral FO pharmacotherapy on the frequency of AF recurrence in patients with paroxysmal or persistent AF. Based on our theoretical considerations, it is unlikely that short-term (&lt;4 weeks) use of FO-ILEs would increase EPA/DHA plasma concentrations or myocardial contents to levels that could induce AF in critically ill patients.</div></div><div><h3>Results and conclusions</h3><div>Short-term administration of FO-ILEs at the currently recommended dose (0.1–0.2 g/kg, corresponding to an average daily EPA/DHA intake of 4–6 g) can be considered safe from a critical care perspective in the setting of AF, especially when the duration of total parenteral nutrition is limited (&lt;4 weeks).</div></div>","PeriodicalId":10517,"journal":{"name":"Clinical nutrition","volume":"55 ","pages":"Pages 223-230"},"PeriodicalIF":7.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145621260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring potential predictors of low muscle mass and muscle loss in adults with cancer: A scoping review 探讨成人癌症患者低肌肉量和肌肉损失的潜在预测因素:一项范围综述
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.016
Annie R. Curtis , Carla M. Prado , Liliana Orellana , Robin M. Daly , Judy Bauer , Linda Denehy , Lara Edbrooke , Brenton J. Baguley , Laura Alston , Nicholas Hardcastle , Jenelle Loeliger , Louise Moodie , Sharad Sharma , Nicole Kiss

Background and Aims

Early identification of cancer-related muscle loss is essential to enable timely interventions and mitigate adverse outcomes, including mortality. This scoping review aimed to identify routinely assessed clinical measures associated with low muscle mass or muscle loss to inform future global screening and assessment.

Methods

Medline Complete, CINAHL Complete and Embase databases were screened from January 2000 to October 2024. Eligible studies investigated factors associated with cancer-related muscle loss, included adults undergoing or previously treated for cancer, and assessed or estimated muscle mass.

Results

The search identified 22,270 studies, of which 292 were included. Most involved patients with upper and/or lower gastrointestinal cancers (50 %), undergoing surgery (44 %) or chemotherapy (27 %). Two-thirds (65 %) assessed muscle mass using computed tomography (CT) at the third lumbar vertebra. Other methods included CT-defined muscle mass of single muscles (e.g., psoas) (15 %), bioelectrical impedance analysis or spectroscopy (12 %), dual-energy x-ray absorptiometry (DXA) (7 %) or other (3 %). As the benchmark for muscle mass assessment in oncology, results focused on CT-defined muscle mass, with comparison to other methods. Twenty factors were identified. Thirteen showed a consistent association in unadjusted and/or adjusted analysis: age, body mass index (BMI), performance status, muscle strength, physical function, arm and leg circumference, body weight, body fat, weight loss, fatigue, energy or protein intake, and physical inactivity.

Conclusions

This review identified 13 factors consistently associated with CT-defined muscle loss which may help identify patients with cancer who are at risk and require further assessment and timely referral for evidence-based nutrition and exercise interventions.
背景和目的早期识别癌症相关肌肉损失对于及时干预和减轻不良后果(包括死亡率)至关重要。本综述旨在确定常规评估的与低肌肉量或肌肉损失相关的临床指标,为未来的全球筛查和评估提供信息。方法对2000年1月~ 2024年10月的medline Complete、CINAHL Complete和Embase数据库进行筛选。符合条件的研究调查了与癌症相关的肌肉损失相关的因素,包括正在接受或以前接受过癌症治疗的成年人,并评估或估计了肌肉质量。结果共纳入22270项研究,其中292项被纳入。大多数患者为上消化道和/或下消化道癌症(50%),接受手术(44%)或化疗(27%)。三分之二(65%)的患者在第三腰椎使用计算机断层扫描(CT)评估肌肉质量。其他方法包括ct定义的单个肌肉(如腰肌)肌肉质量(15%),生物电阻抗分析或光谱(12%),双能x射线吸收仪(DXA)(7%)或其他(3%)。作为肿瘤肌肉质量评估的基准,结果集中在ct定义的肌肉质量,并与其他方法进行比较。确定了20个因素。13项在未调整和/或调整分析中显示一致的关联:年龄、体重指数(BMI)、表现状态、肌肉力量、身体功能、手臂和腿围、体重、体脂、体重减轻、疲劳、能量或蛋白质摄入以及缺乏身体活动。本综述确定了13个与ct定义的肌肉损失一致相关的因素,这可能有助于识别癌症患者的风险,需要进一步评估并及时转诊以证据为基础的营养和运动干预。
{"title":"Exploring potential predictors of low muscle mass and muscle loss in adults with cancer: A scoping review","authors":"Annie R. Curtis ,&nbsp;Carla M. Prado ,&nbsp;Liliana Orellana ,&nbsp;Robin M. Daly ,&nbsp;Judy Bauer ,&nbsp;Linda Denehy ,&nbsp;Lara Edbrooke ,&nbsp;Brenton J. Baguley ,&nbsp;Laura Alston ,&nbsp;Nicholas Hardcastle ,&nbsp;Jenelle Loeliger ,&nbsp;Louise Moodie ,&nbsp;Sharad Sharma ,&nbsp;Nicole Kiss","doi":"10.1016/j.clnu.2025.11.016","DOIUrl":"10.1016/j.clnu.2025.11.016","url":null,"abstract":"<div><h3>Background and Aims</h3><div>Early identification of cancer-related muscle loss is essential to enable timely interventions and mitigate adverse outcomes, including mortality. This scoping review aimed to identify routinely assessed clinical measures associated with low muscle mass or muscle loss to inform future global screening and assessment.</div></div><div><h3>Methods</h3><div>Medline Complete, CINAHL Complete and Embase databases were screened from January 2000 to October 2024. Eligible studies investigated factors associated with cancer-related muscle loss, included adults undergoing or previously treated for cancer, and assessed or estimated muscle mass.</div></div><div><h3>Results</h3><div>The search identified 22,270 studies, of which 292 were included. Most involved patients with upper and/or lower gastrointestinal cancers (50 %), undergoing surgery (44 %) or chemotherapy (27 %). Two-thirds (65 %) assessed muscle mass using computed tomography (CT) at the third lumbar vertebra. Other methods included CT-defined muscle mass of single muscles (e.g., psoas) (15 %), bioelectrical impedance analysis or spectroscopy (12 %), dual-energy x-ray absorptiometry (DXA) (7 %) or other (3 %). As the benchmark for muscle mass assessment in oncology, results focused on CT-defined muscle mass, with comparison to other methods. Twenty factors were identified. Thirteen showed a consistent association in unadjusted and/or adjusted analysis: age, body mass index (BMI), performance status, muscle strength, physical function, arm and leg circumference, body weight, body fat, weight loss, fatigue, energy or protein intake, and physical inactivity.</div></div><div><h3>Conclusions</h3><div>This review identified 13 factors consistently associated with CT-defined muscle loss which may help identify patients with cancer who are at risk and require further assessment and timely referral for evidence-based nutrition and exercise interventions.</div></div>","PeriodicalId":10517,"journal":{"name":"Clinical nutrition","volume":"56 ","pages":"Article 106531"},"PeriodicalIF":7.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145760781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk factors for complications associated with peripherally inserted central venous catheters for parenteral nutrition: Machine learning and survival analysis based on deep learning 静脉外置中心静脉导管相关并发症的危险因素:基于深度学习的机器学习和生存分析
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.008
Seon Min Lee , Jeongyun Park

Background & aims

Peripherally inserted central catheters (PICCs) are widely used in patients receiving total parenteral nutrition (TPN), and identifying risk factors for PICC-related complications is essential to improve patient outcomes. This study aims to develop artificial intelligence (AI)-based survival analysis and machine learning models to predict PICC complications and identify significant risk factors.

Methods

This study was designed as a retrospective medical record analysis. Data were collected from 218 patients who underwent PICC insertion. Logistic regression, support vector machine, random forest, and extreme gradient boosting were used to develop discrete complication prediction models, whereas survival analysis models, including random survival forest, DeepSurv, and DeepHit, were used to create time-varying complication prediction models. Model performance was evaluated using accuracy for complication occurrence and the concordance index (C-index) and integrated Brier score (IBS) for catheter use.

Results

Complication prediction achieved a mean accuracy of 0.92. Among the survival models, DeepSurv exhibited the best C-index (0.61) but a relatively higher IBS (0.170). Significant complication risk factors included the catheter insertion site, catheter diameter, gender, cancer diagnosis, and timing of the PICC insertion decision. Left-arm insertion and larger catheter diameters were associated with higher complication risks.

Conclusions

This study is significant in developing a PICC complication prediction model to support clinical decision-making and explaining the model's functioning using explainable AI (XAI) techniques.
背景:外周插入中心导管(picc)广泛用于接受全肠外营养(TPN)的患者,识别picc相关并发症的危险因素对于改善患者预后至关重要。本研究旨在开发基于人工智能(AI)的生存分析和机器学习模型,以预测PICC并发症并识别重要危险因素。方法采用回顾性病历分析方法。数据来自218名接受PICC插入的患者。采用Logistic回归、支持向量机、随机森林和极端梯度增强等方法建立离散复杂性预测模型,采用随机生存森林、DeepSurv和DeepHit等生存分析模型建立时变复杂性预测模型。通过并发症发生的准确性、导管使用的一致性指数(C-index)和综合Brier评分(IBS)来评估模型的性能。结果并发症预测平均准确率为0.92。在生存模型中,DeepSurv表现出最好的c指数(0.61),但IBS相对较高(0.170)。重要的并发症危险因素包括导管插入位置、导管直径、性别、癌症诊断和PICC插入时机。左臂插入和较大导管直径与较高的并发症风险相关。结论本研究对于建立PICC并发症预测模型以支持临床决策和使用可解释人工智能(XAI)技术解释模型的功能具有重要意义。
{"title":"Risk factors for complications associated with peripherally inserted central venous catheters for parenteral nutrition: Machine learning and survival analysis based on deep learning","authors":"Seon Min Lee ,&nbsp;Jeongyun Park","doi":"10.1016/j.clnu.2025.11.008","DOIUrl":"10.1016/j.clnu.2025.11.008","url":null,"abstract":"<div><h3>Background &amp; aims</h3><div>Peripherally inserted central catheters (PICCs) are widely used in patients receiving total parenteral nutrition (TPN), and identifying risk factors for PICC-related complications is essential to improve patient outcomes. This study aims to develop artificial intelligence (AI)-based survival analysis and machine learning models to predict PICC complications and identify significant risk factors.</div></div><div><h3>Methods</h3><div>This study was designed as a retrospective medical record analysis. Data were collected from 218 patients who underwent PICC insertion. Logistic regression, support vector machine, random forest, and extreme gradient boosting were used to develop discrete complication prediction models, whereas survival analysis models, including random survival forest, DeepSurv, and DeepHit, were used to create time-varying complication prediction models. Model performance was evaluated using accuracy for complication occurrence and the concordance index (C-index) and integrated Brier score (IBS) for catheter use.</div></div><div><h3>Results</h3><div>Complication prediction achieved a mean accuracy of 0.92. Among the survival models, DeepSurv exhibited the best C-index (0.61) but a relatively higher IBS (0.170). Significant complication risk factors included the catheter insertion site, catheter diameter, gender, cancer diagnosis, and timing of the PICC insertion decision. Left-arm insertion and larger catheter diameters were associated with higher complication risks.</div></div><div><h3>Conclusions</h3><div>This study is significant in developing a PICC complication prediction model to support clinical decision-making and explaining the model's functioning using explainable AI (XAI) techniques.</div></div>","PeriodicalId":10517,"journal":{"name":"Clinical nutrition","volume":"55 ","pages":"Pages 249-256"},"PeriodicalIF":7.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145620832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utility of phase angle from bioelectrical impedance analysis as a disease-related clinical marker in people with dementia: A systematic review and meta-analysis 利用生物电阻抗分析的相位角作为痴呆症患者疾病相关临床标志物:一项系统综述和荟萃分析
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.015
Keita Nakagawa, Junpei Tanabe, Yuji Iwamoto

Background and aims

Dementia, a growing global health challenge, is frequently associated with malnutrition. The phase angle (PhA), derived from bioelectrical impedance analysis, is often clinically associated with composite changes related to the nutritional status. As a reduction in PhA shares common underlying mechanisms with the characteristic pathophysiological changes in dementia, its clinical utility as a surrogate marker for dementia has been proposed; however, this role remains uncertain. We aimed to systematically review and meta-analyze the evidence for PhA as a disease-related clinical marker in people with dementia (PwD).

Methods

This Preferred Reporting Items for Systematic Reviews and Meta-Analyses-compliant systematic review and meta-analysis was PROSPERO-registered (registration number: CRD420251000592). We searched four major databases for clinical studies reporting PhA in PwD up to March 2025. Two reviewers independently performed study selection, data extraction, and risk of bias assessment. Primary meta-analyses compared whole-body PhA between PwD and healthy controls (HC), and PwD and people with mild cognitive impairment (PwMCI), using the weighted mean difference (WMD). Heterogeneity (I2), publication bias, and evidence certainty assessments, as well as sensitivity and subgroup analyses, were performed.

Results

Of 1941 records identified, 12 studies were included, with 8 eligible for meta-analysis. Whole-body PhA was significantly lower in PwD than in HC (5 studies; 422 PwD, 1296 HC; WMD = −0.90°, 95 % confidence interval [CI]: −1.00 to −0.80; I2 = 0 %). No significant difference was found between PwD and PwMCI (2 studies; 130 PwD, 116 PwMCI; I2 = 82 %), but subgroup analysis by sex showed a significantly lower PhA in males with dementia than those with MCI (WMD = −0.44°, 95 % CI: −0.72 to −0.16). A meta-analysis of upper limb segmental PhA (2 studies) showed no significant difference, with high heterogeneity (I2 = 91 %).

Conclusion

PhA may be a useful clinical surrogate marker for PwD, as it is potentially associated with composite changes related to nutritional status. Its noninvasive and easy-to-measure nature makes it practical for PwD. Nevertheless, this evidence is primarily based on cross-sectional studies. Further high-quality prospective and interventional studies are crucial to establish its clinical significance and utility in the nutritional management of PwD.
背景和目的痴呆症是一项日益严重的全球健康挑战,通常与营养不良有关。从生物电阻抗分析得出的相位角(PhA)在临床上常与营养状况相关的复合变化有关。由于PhA的减少与痴呆的特征性病理生理变化具有共同的潜在机制,因此已提出其作为痴呆的替代标志物的临床应用;然而,这个角色仍然不确定。我们旨在系统回顾和荟萃分析PhA作为痴呆症(PwD)患者疾病相关临床标志物的证据。该系统评价和meta分析首选报告项目符合系统评价和meta分析标准,已在prospero注册(注册号:CRD420251000592)。截至2025年3月,我们检索了四个主要数据库中报告PhA在PwD中的临床研究。两名审稿人独立进行研究选择、数据提取和偏倚风险评估。主要荟萃分析使用加权平均差(WMD)比较PwD与健康对照(HC)以及PwD与轻度认知障碍患者(PwMCI)之间的全身PhA。进行异质性(I2)、发表偏倚和证据确定性评估,以及敏感性和亚组分析。结果在确定的1941项记录中,纳入了12项研究,其中8项符合荟萃分析的条件。PwD患者全身PhA显著低于HC患者(5项研究;422例PwD, 1296例HC; WMD = - 0.90°,95%可信区间[CI]: - 1.00 ~ - 0.80; I2 = 0%)。PwD和PwMCI之间没有显著差异(2项研究;130项PwD, 116项PwMCI; I2 = 82%),但按性别进行亚组分析显示,痴呆男性患者的PhA明显低于MCI患者(WMD = - 0.44°,95% CI: - 0.72至- 0.16)。对上肢节段性PhA(2项研究)的荟萃分析显示无显著差异,异质性高(I2 = 91%)。结论pha可能是一种有用的临床替代标志物,因为它可能与营养状况相关的复合变化有关。它的非侵入性和易于测量的性质使其适用于PwD。然而,这一证据主要是基于横断面研究。进一步开展高质量的前瞻性和介入性研究,以确定其在PwD营养管理中的临床意义和实用性。
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引用次数: 0
Growth differentiation factor-15 is associated with adverse outcome, malnutrition risk and health deficit in decompensated cirrhosis 生长分化因子-15与失代偿期肝硬化的不良结局、营养不良风险和健康缺陷相关
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.009
Binbin Peng , Jia Li , Ziyi Yang , Mingxin Zhang , Wei Zhao , Chao Sun

Background & aims

Growth differentiation factor (GDF)-15 plays pivotal roles in pathophysiology and is linked to anorexia, wasting conditions, and adverse outcomes. However, its clinical implementation as a biomarker among cirrhosis remains enigmatic; thus, we explored the relationships between serum GDF-15 and diverse endpoints, including nutritional status, all-cause mortality, and health deficit.

Methods

This observational study analyzed 287 patients hospitalized due to acute decompensating episodes (median age 64 years, 55.8 % male). Malnutrition risk, various body composition, health deficit, and underlying disease severity were assessed by the RFH-NPT scale, CT scans, handgrip strength/frailty index, and CTP/MELD-Na score, respectively.

Results

The median concentrations of GDF-15 were 4.75 (Q1, Q3: 3.25, 7.54) ng/mL. Higher GDF-15 levels were related to a more prevalent malnutrition risk and more detrimental disease severity. Patients with increased GDF-15 had more impairment of renal/hepatic function, lower zinc levels, and marked hypoalbuminemia, addressing metabolic imbalance. Moreover, participants with higher GDF-15 also exhibited more significant health deficit like multidimensional frailty. Multivariate Cox analysis indicated that increased GDF-15 independently predicted 1-year mortality after adjustment for coexisting nutritional status and underpinning disease burden (CTP: HR: 1.07, 95%CI: 1.01, 1.13, P = 0.013; MELD-Na: HR: 1.06, 95%CI: 1.01, 1.12, P = 0.044).

Conclusions

Serum GDF-15 concentrations were higher in patients with decompensated cirrhosis at risk of malnutrition. Furthermore, this biomarker was closely linked to an increased risk of adverse outcomes and health deficit. It has potential as a complementary biomarker for assessing the prognosis in the context of cirrhosis.
背景与目的:生长分化因子(GDF)-15在病理生理中起关键作用,与厌食症、消瘦状况和不良后果有关。然而,它作为肝硬化生物标志物的临床应用仍然是个谜;因此,我们探讨了血清GDF-15与多种终点之间的关系,包括营养状况、全因死亡率和健康缺陷。方法:本观察性研究分析了287例因急性失代偿发作而住院的患者(中位年龄64岁,55.8%为男性)。分别通过RFH-NPT量表、CT扫描、握力/虚弱指数和CTP/MELD-Na评分评估营养不良风险、各种身体成分、健康缺陷和潜在疾病严重程度。结果:GDF-15的中位浓度为4.75 (Q1, Q3: 3.25, 7.54) ng/mL。较高的GDF-15水平与更普遍的营养不良风险和更有害的疾病严重程度有关。GDF-15升高的患者有更多的肾/肝功能损害,较低的锌水平和显著的低白蛋白血症,解决代谢失衡。此外,GDF-15较高的参与者也表现出更显著的健康缺陷,如多维虚弱。多因素Cox分析显示,调整共存营养状况和基础疾病负担后,GDF-15升高可独立预测1年死亡率(CTP: HR: 1.07, 95%CI: 1.01, 1.13, P = 0.013; MELD-Na: HR: 1.06, 95%CI: 1.01, 1.12, P = 0.044)。结论:有营养不良危险的失代偿期肝硬化患者血清GDF-15浓度较高。此外,这种生物标志物与不良后果和健康缺陷风险的增加密切相关。它有潜力作为一种补充性的生物标志物来评估肝硬化患者的预后。
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引用次数: 0
Development and validation of a risk prediction model for refeeding syndrome in adults with critical illness: A prospective observational study 危重症患者再喂养综合征风险预测模型的建立和验证:一项前瞻性观察研究。
IF 7.4 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-12-01 DOI: 10.1016/j.clnu.2025.11.006
Chan Jing , Linlin Hou , Liming Li , Qiuhuan Jiang , Lin Tao , Yinping Yi , Ruijie Qu , Yutong Gao

Background & aims

Early screening and identification of high-risk factors for refeeding syndrome (RFS) and targeted nursing measures are important to ensure the safety of patients admitted to the intensive care unit (ICU). This study aimed to develop and validate a reliable and effective nomogram for identifying adults with critical illness at high risk for RFS.

Methods

This study was conducted in the ICU of a general hospital, enrolling 400 adults with critical illness between July 2023 and March 2024. Predictive factors were selected through univariate analysis and least absolute shrinkage and selection operator regression; the nomogram was developed using R. The receiver operating characteristic curve, calibration curve analysis, clinical decision curve analysis, sensitivity, specificity, and accuracy were used to evaluate the performance of the model.

Results

The overall incidence of RFS was 39.25 %. In the training and validation cohorts, these proportions were 38.57 % and 40.83 %, respectively. The prediction model comprised eight variables—APACHE Ⅱ (Acute Physiology and Chronic Health Evaluation Ⅱ, APACHE Ⅱ)score, vomiting, history of surgery, energy intake level, intravenous glucose infusion before refeeding, albumin level, pre-albumin level, and lactate level—and demonstrated strong predictive capacity with an area under the curve of 0.945 and 0.908 in the training and validation cohorts, respectively. Calibration curves indicated good model calibration for the external validation, and the decision curve analysis indicated a significant net clinical benefit across a wide range of decision thresholds.

Conclusions

The nomogram showed high performance in predicting the occurrence of RFS in adults with critical illness, indicating good predictive value and clinical utility. Healthcare providers in the ICU can use the model to evaluate RFS risk in such patients, thereby facilitating timely intervention to reduce its incidence, shortening the length of hospital stay, and improving patient prognosis and quality of life.
背景与目的:早期筛查和识别再喂养综合征(RFS)高危因素,并采取针对性护理措施,对保障重症监护病房(ICU)患者的安全至关重要。本研究旨在开发和验证一种可靠和有效的nomogram,用于识别成人危重疾病的RFS高危人群。方法:本研究于2023年7月至2024年3月在某综合医院ICU进行,纳入400例危重症成人。通过单因素分析、最小绝对收缩和选择算子回归选择预测因子;用受试者工作特征曲线、校准曲线分析、临床决策曲线分析、敏感性、特异性和准确性评价模型的性能。结果:RFS总发生率为39.25%。在训练组和验证组中,这一比例分别为38.57%和40.83%。预测模型由APACHEⅡ(Acute Physiology and Chronic Health EvaluationⅡ,APACHEⅡ)评分、呕吐、手术史、能量摄入水平、再进食前静脉输注葡萄糖、白蛋白水平、白蛋白前水平和乳酸水平8个变量组成,在训练组和验证组的曲线下面积分别为0.945和0.908,显示出较强的预测能力。校准曲线表明外部验证的模型校准良好,决策曲线分析表明在广泛的决策阈值范围内具有显着的净临床效益。结论:nomogram预测成人危重症患者RFS的发生具有较高的效能,具有较好的预测价值和临床应用价值。ICU医护人员可利用该模型评估该类患者的RFS风险,及时干预,降低RFS发生率,缩短住院时间,改善患者预后和生活质量。
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引用次数: 0
期刊
Clinical nutrition
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