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Psychomotor Speed and Fall Risk in Older Adults with Sarcopenia and Frailty: A Cross-Sectional Study. 老年肌肉减少症和虚弱患者的精神运动速度和跌倒风险:一项横断面研究。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-11 DOI: 10.3390/medicina61040706
Justina Kilaitė, Rūta Dadelienė, Valentina Ginevičienė, Erinija Pranckevičienė, Asta Mastavičiūtė, Ieva Eglė Jamontaitė, Alina Urnikytė, Ildus I Ahmetov, Vidmantas Alekna

Background and Objectives: Information on how psychomotor speed is associated with the risk of falling is scarce, even in older adults. Therefore, this study aimed to determine the relationship between falls and psychomotor speed in older adults with sarcopenia and frailty. Materials and Methods: A total of 204 subjects (aged 83 (77-87) years) participated in this study: 161 women (78.9%) and 43 men (21.1%). The history of falls was assessed by asking whether the subject had experienced a fall in the past 12 months. Psychomotor speed was evaluated by reaction time and frequency of movement. Sarcopenia was diagnosed based on the EWGSOP2 criteria. Frailty was confirmed if the participants met ≥3 criteria according to the Fried frailty criteria. The relationship between falls and psychomotor speed was measured using partial correlations. Binary logistic regression analysis was used to assess if psychomotor speed had an impact on falls. Results: Sarcopenia was confirmed in 93 (45.58%) and frailty in 91 (44.6%) subjects. Both sarcopenia and frailty were present in 62 (30.39%) participants. In the sarcopenia and frailty group, falls were related to simple reaction time (r = 0.444, p = 0.002), hand movement frequency in 10 s (r = -0.352, p = 0.014), and in 60 s (r = -0.312, p = 0.026). In women with sarcopenia and frailty, there were relationships between falls and simple reaction time (r = 0.68, p = 0.002), complex reaction time (r = 0.406, p = 0.004), hand movement frequency in 10 s (r = -0.614, p = 0.001), and in 60 s (r = -0.584, p = 0.001). In regression analysis, it was found that each millisecond increase in reaction time was associated with a 1.5% higher fall risk in the participants with sarcopenia (OR: 1.015 [1, 1.031], p = 0.048). Conclusions: This study demonstrates that slower psychomotor speed, particularly reaction time, is linked to a higher risk of falls in older adults with sarcopenia and frailty, especially in women.

背景和目的:关于精神运动速度如何与跌倒风险相关的信息很少,即使在老年人中也是如此。因此,本研究旨在确定老年肌肉减少和虚弱患者跌倒与精神运动速度之间的关系。材料与方法:共纳入204例受试者,年龄83(77 ~ 87)岁,其中女性161例(78.9%),男性43例(21.1%)。通过询问受试者在过去12个月内是否经历过跌倒来评估跌倒史。以反应时间和运动频率评价精神运动速度。根据EWGSOP2标准诊断肌少症。根据弗里德衰弱标准,如果参与者符合≥3项标准,则确认为衰弱。跌倒和精神运动速度之间的关系是用部分相关测量的。采用二元logistic回归分析评估精神运动速度是否对跌倒有影响。结果:93例(45.58%)出现肌肉减少症,91例(44.6%)出现虚弱。62名(30.39%)参与者同时出现肌肉减少症和虚弱。在肌肉减少和虚弱组中,跌倒与简单反应时间(r = 0.444, p = 0.002)、手部运动频率(r = -0.352, p = 0.014)和60 s (r = -0.312, p = 0.026)有关。在肌肉减少和虚弱的女性中,跌倒与简单反应时间(r = 0.68, p = 0.002)、复杂反应时间(r = 0.406, p = 0.004)、10 s内手部运动频率(r = -0.614, p = 0.001)和60 s内(r = -0.584, p = 0.001)有关。在回归分析中,发现反应时间每增加一毫秒,肌肉减少症患者跌倒风险增加1.5% (OR: 1.015 [1,1.031], p = 0.048)。结论:这项研究表明,较慢的精神运动速度,特别是反应时间,与老年肌肉减少症和虚弱的老年人摔倒的风险较高有关,尤其是女性。
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引用次数: 0
Evaluation of Secondary Prevention Knowledge in Patients with Coronary Artery Disease. 冠心病患者二级预防知识的评价
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040693
Gabriel Bálint, Zuzana Slezáková

Background and Objectives: Most patients with cardiovascular disease have limited health literacy and knowledge. The promotion of knowledge among patients with coronary artery disease is an integral part of health maintenance and the minimisation of secondary cardiac events. The aim of this study was to map the percent proportion of answers and scores obtained from them in the studied domains. Materials and Methods: In this cross-sectional study, a Coronary Artery Disease Education Questionnaire (CADE-Q II) was used to verify knowledge gaps in the five studied domains. In total, 253 patients with coronary artery disease completed the CADE-Q II, which targeted five domains: health status, risk factors, exercise, nutrition and psychosocial risk. Data were collected between June 2021 and November 2024. Results: An analysis of the data found a total mean CADE-Q II score of 61.05 ± 11.42 SD out of 93 points. Our research showed that the total mean score of a group of patients corresponded to an acceptable level of knowledge. Patients in the cohort provided a total of 7843 responses for the five study domains. In total, 46.8% of patients scored all answers correctly in terms of risk factors, 49.0% in terms of nutrition, 53.1% in terms of health status, 64.4% in terms of psychosocial risk, and 65.0% in terms of exercise. Conclusions: The use of the CADE-Q II questionnaire, with its focus on the studied domains, verifies patient knowledge and provides a foundation for education, the provision of effective information and the promotion of secondary prevention knowledge.

背景和目的:大多数心血管疾病患者的健康素养和知识有限。在冠状动脉疾病患者中推广知识是健康维护和减少继发性心脏事件的一个组成部分。本研究的目的是绘制从他们获得的答案和分数在研究领域的百分比比例。材料和方法:在这项横断面研究中,使用冠状动脉疾病教育问卷(CADE-Q II)来验证五个研究领域的知识差距。总共有253名冠状动脉疾病患者完成了CADE-Q II,其目标是五个领域:健康状况、风险因素、运动、营养和社会心理风险。数据收集于2021年6月至2024年11月。结果:数据分析发现,总分93分的CADE-Q II总平均得分为61.05±11.42 SD。我们的研究表明,一组患者的总平均得分对应于一个可接受的知识水平。队列中的患者在5个研究领域共提供了7843个应答。总体而言,在危险因素方面,46.8%的患者答对所有问题,在营养方面,49.0%,在健康状况方面,53.1%,在心理社会风险方面,64.4%,在运动方面,65.0%。结论:CADE-Q II问卷的使用重点关注研究领域,验证了患者的知识,为教育、提供有效信息和推广二级预防知识奠定了基础。
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引用次数: 0
ATRX, OLIG2, MGMT, and IDH2 in Glioblastoma: Essential Molecular Mechanisms and Therapeutic Significance. 胶质母细胞瘤中的ATRX、OLIG2、MGMT和IDH2:基本分子机制和治疗意义
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040697
Andrea Pop-Crisan, Radu Pirlog, Lavinia-Lorena Pruteanu, Constantin Busuioc, Ovidiu-Laurean Pop, Deo Prakash Pandey, Cornelia Braicu, Ioana Berindan-Neagoe

Background and Objectives: Glioblastoma (GBM) is among the most aggressive and lethal primary brain tumors, characterized by high heterogeneity, invasive growth, and resistance to conventional therapies. The 2021 WHO classification highlights the importance of molecular diagnostics, integrating genetic, transcriptomic, and epigenetic alterations alongside histological and immunohistochemical criteria. Materials and methods: Key molecular regulators, including ATRX, OLIG2, MGMT, and IDH2, play critical roles in chromatin remodeling, transcriptional reprogramming, DNA repair, and metabolic adaptation. However, their specific expression patterns and functional roles in GBM remain incompletely understood. This study utilizes publicly available data from The Cancer Genome Atlas (TCGA) to assess the transcriptional profiles of ATRX, OLIG2, MGMT, and IDH2 in GBM, aiming to identify potential biomarkers and therapeutic targets. Results: The expression analysis revealed that ATRX is downregulated at the gene level but overexpressed at the protein level, while OLIG2 is consistently overexpressed at both levels. MGMT showed no statistically significant changes in either gene or protein expression, whereas IDH2 was not significantly altered at the gene level but was downregulated at the protein level (p < 0.05). These discrepancies suggest potential post-transcriptional regulatory mechanisms influencing GBM molecular profiles. Notably, OLIG2 and MGMT expression correlated significantly with patient survival (p < 0.05), whereas ATRX and IDH2 did not reach statistical significance. Conclusions: Understanding these molecular relationships provides valuable insights into potential therapeutic strategies, paving the way for precision oncology approaches and combination therapies targeting multiple pathways simultaneously.

背景和目的:胶质母细胞瘤(GBM)是最具侵袭性和致死性的原发性脑肿瘤之一,具有高度异质性、侵袭性生长和对常规治疗的耐药性。世卫组织2021年分类强调了分子诊断的重要性,将遗传、转录组学和表观遗传改变与组织学和免疫组织化学标准结合起来。材料和方法:ATRX、OLIG2、MGMT和IDH2等关键分子调控因子在染色质重塑、转录重编程、DNA修复和代谢适应等过程中发挥关键作用。然而,它们在GBM中的具体表达模式和功能作用尚不完全清楚。本研究利用来自癌症基因组图谱(TCGA)的公开数据来评估GBM中ATRX、OLIG2、MGMT和IDH2的转录谱,旨在确定潜在的生物标志物和治疗靶点。结果:表达分析显示,ATRX在基因水平上下调,但在蛋白水平上过表达,而OLIG2在两个水平上均一致过表达。MGMT基因和蛋白表达均无统计学意义改变,而IDH2基因水平无显著改变,蛋白水平下调(p < 0.05)。这些差异提示影响GBM分子谱的潜在转录后调控机制。值得注意的是,OLIG2和MGMT表达与患者生存期有显著相关性(p < 0.05),而ATRX和IDH2表达与患者生存期无统计学意义。结论:了解这些分子关系为潜在的治疗策略提供了有价值的见解,为精确的肿瘤学方法和同时针对多种途径的联合治疗铺平了道路。
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引用次数: 0
Does the Uterine Injection Site Matter for the Pelvic Sentinel Lymph Node Mapping? A Systematic Review and Meta-Analysis. 子宫注射部位对盆腔前哨淋巴结定位有影响吗?系统回顾和荟萃分析。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040699
Pier Carlo Zorzato, Simone Garzon, Mariachiara Bosco, Filippo Ferrari, Francesca Magni, Rosa Maria Laterza, Antonio Simone Laganà, Francesco Fanfani, Stefano Uccella

Background and Objectives: To summarize the evidence on in vivo uterine pelvic lymphatic drainage. Materials and Methods: A literature search was performed in multiple electronic databases from inception to December 2024. We included all the studies that compared two different uterine injection sites in the mapping of pelvic sentinel lymph nodes by injecting two different tracers into two distinct injection sites. The primary outcomes included the concordance and discordance rates in the mapped pelvic sentinel lymph nodes between the pairs of injection sites. The secondary outcomes were the detection rates per injection site and tracer. Four reviewers independently reviewed the records for inclusion, assessed the risk of bias, and extracted the data. Pooled concordance, discordance, and detection rates with 95% confidence intervals (CIs) were estimated using the random effects model. Heterogeneity was quantified using the I2 tests. Results: Out of 2512 records, we included 4 studies (172 patients and 344 hemipelves). Three studies injected the cervix with the technetium-99m and the uterine corpus with methylene blue; one study injected the cervix with indocyanine green and the utero-ovarian ligament with methylene blue. Both tracers/injection sites successfully identified a sentinel lymph node in 132 hemipelves (132/344; 38.4%), identifying the same sentinel lymph node in 116 cases (116/132; 87.9%). The pooled concordance rate per hemipelvis was 91.8% (95% CI 0.665-1.000; I2 = 92%; chi2p-value < 0.01). Two different sentinel lymph nodes were identified in the remaining 16 hemipelves, with a pooled hemipelvis discordance rate of 8.2% (95% CI 0.000-0.335; I2 = 92%; chi2p-value < 0.01). The cervix and technetium-99m were the injection site and tracer with the highest pooled detection rate. Conclusions: Different uterine injection sites appear to share a common pelvic lymphatic pathway and sentinel lymph node in most cases, consistent with the current practice in endometrial cancer. Future research will confirm whether cervical injections might be proposed for pelvic sentinel lymph node mapping in all gynecological cancers.

背景与目的:总结在体子宫盆腔淋巴引流的相关证据。材料与方法:检索自成立至2024年12月多个电子数据库的文献。我们纳入了所有通过向两个不同的注射部位注射两种不同的示踪剂来比较两个不同子宫注射部位盆腔前哨淋巴结定位的研究。主要结果包括对注射部位之间盆腔前哨淋巴结的一致性和不一致性率。次要结果是每个注射部位的检出率和示踪剂。四名审稿人独立审查了纳入记录,评估了偏倚风险,并提取了数据。使用随机效应模型估计95%置信区间(ci)的合并一致性、不一致性和检出率。异质性采用I2检验进行量化。结果:在2512份记录中,我们纳入了4项研究(172名患者和344名半身人)。三项研究分别在子宫颈注射锝-99m,在子宫体注射亚甲基蓝;一项研究在子宫颈注射吲哚菁绿,在子宫卵巢韧带注射亚甲基蓝。两种示踪剂/注射部位都成功地鉴定了132例半兽人的前哨淋巴结(132/344;38.4%), 116例发现相同前哨淋巴结(116/132;87.9%)。每半骨盆的合并一致性率为91.8% (95% CI 0.665-1.000;I2 = 92%;p < 0.01)。在其余16例半骨盆患者中发现了两个不同的前哨淋巴结,合并半骨盆不一致性率为8.2% (95% CI 0.000-0.335;I2 = 92%;p < 0.01)。宫颈和锝-99m是总检出率最高的注射部位和示踪剂。结论:在大多数情况下,不同的子宫注射部位似乎共享一个共同的盆腔淋巴通路和前哨淋巴结,这与目前子宫内膜癌的实践一致。未来的研究将证实宫颈注射是否可以用于所有妇科癌症的盆腔前哨淋巴结定位。
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引用次数: 0
Imaging Diagnosis of Major Kidney and Urinary Tract Disorders in Children. 儿童主要肾脏和尿路疾病的影像学诊断。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040696
Ahmad Aldughiem

Background and Objectives: Diagnostic imaging is essential for evaluating urinary tract disorders, offering critical insights into renal pathology. This review examines the strengths, limitations, and clinical applications of various imaging modalities, with a focus on pediatric populations. Materials and Methods: A narrative review was conducted, synthesizing current literature on ultrasound (US), computed tomography (CT), magnetic resonance imaging (MRI), nuclear medicine, and voiding cystourethrography (VCUG). Relevant studies were selected based on diagnostic accuracy, clinical utility, and safety considerations. Results: US is the preferred first-line imaging due to its safety, accessibility, and cost-effectiveness. CT excels in detecting renal calculi, trauma, and malignancies but is limited by radiation exposure. MRI offers superior soft tissue contrast without radiation but is costly and often requires sedation. Nuclear medicine evaluates renal function and scarring, while VCUG remains the gold standard for diagnosing vesicoureteral reflux and posterior urethral valves. Conclusions: Imaging modalities are vital for diagnosing and managing urinary tract disorders, with selection based on clinical needs, patient age, and safety. Ultrasound is the primary choice for its non-invasiveness and cost-effectiveness, while CT, MRI, nuclear medicine, and VCUG provide essential structural and functional insights. A balanced approach ensures accuracy while minimizing patient risk, especially in pediatrics.

背景和目的:诊断成像对于评估尿路疾病是必不可少的,为肾脏病理提供了重要的见解。这篇综述探讨了各种成像方式的优势、局限性和临床应用,重点是儿科人群。材料与方法:对超声(US)、计算机断层扫描(CT)、磁共振成像(MRI)、核医学、排尿膀胱尿道造影(VCUG)等方面的文献进行综述。根据诊断准确性、临床实用性和安全性考虑选择相关研究。结果:US因其安全性、可及性和成本效益而成为首选的一线影像学检查。CT在检测肾结石、创伤和恶性肿瘤方面表现出色,但受辐射暴露的限制。核磁共振成像在没有辐射的情况下提供了优越的软组织对比,但价格昂贵,通常需要镇静。核医学评估肾功能和瘢痕形成,而VCUG仍然是诊断膀胱输尿管反流和后尿道瓣膜的金标准。结论:成像方式对于尿路疾病的诊断和治疗至关重要,需要根据临床需要、患者年龄和安全性进行选择。超声是非侵入性和成本效益的主要选择,而CT, MRI,核医学和VCUG提供基本的结构和功能见解。平衡的方法确保准确性,同时最大限度地降低患者风险,特别是在儿科。
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引用次数: 0
Regional and Gender-Based Distribution of KRAS Mutations in Metastatic Colorectal Cancer Patients in Turkey: An Observational Study. 土耳其转移性结直肠癌患者KRAS突变的区域和性别分布:一项观察性研究。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040694
Nurullah Ilhan, Faysal Dane, Erdem Goker, Kazım Uygun, Bülent Orhan, Kerem Okutur, İlkay Tuğba Ünek, Abdurrahman Işıkdoğan, Ahmet Bilici, Nurullah Zengin, Necati Alkış, İdris Yücel, Hatice Odabaş, Berna Ömür Öksüzoğlu, Akif Doğan, Hande Nur Erölmez, Mahmut Gümüş

Background and Objectives: KRAS genes are among the most prominent oncogenes that trigger tumor formation in colorectal cancer (CRC) and serve as predictive biomarkers for resistance to anti-EGFR therapies in metastatic colorectal cancer (mCRC) patients. However, the prevalence and mutation spectrum of the KRAS gene family in mCRC patients in Turkey have not been sufficiently analyzed. This study investigates the frequency and distribution of mutations in the KRAS gene family across different regions of Turkey and examines gender-related variations. Materials and Methods: This multicenter observational study included 2458 histologically confirmed mCRC patients collected from 52 centers across Turkey. In a central laboratory, KRAS mutations in codons 12 and 13 were analyzed using polymerase chain reaction (PCR). Statistical analyses were performed using chi-square tests and Monte Carlo simulations, with a significance threshold set at p < 0.05. Results: Depending on the region, KRAS mutations were detected in 45% of patients, ranging from 39.6% to 47.5%. The mutation rate was significantly higher in female patients (48.8%) compared to male patients (42.6%) (p = 0.002). Codon 12 mutations were more frequent than codon 13 mutations. G12D, G12V, and G13D mutations accounted for 80% of all detected mutations. The G12V mutation was prevalent in female patients (p = 0.007). Based on region, mutation diversity was similar, and no statistically significant difference was found (p > 0.05). Conclusions: This large-scale, multicenter study provides the most comprehensive dataset of KRAS mutations in mCRC patients in Turkey. This study revealed regional trends, as well as gender differences. The findings highlight the importance of routine KRAS genotyping in guiding personalized treatment strategies, especially regarding candidate selection for anti-EGFR therapies. Further research is required to elucidate the prognostic and therapeutic implications of specific KRAS mutations.

背景和目的:KRAS基因是引发结直肠癌(CRC)肿瘤形成的最重要的癌基因之一,并可作为转移性结直肠癌(mCRC)患者抗egfr治疗耐药的预测性生物标志物。然而,KRAS基因家族在土耳其mCRC患者中的患病率和突变谱尚未得到充分分析。本研究调查了KRAS基因家族在土耳其不同地区的突变频率和分布,并研究了与性别相关的变异。材料和方法:这项多中心观察性研究包括来自土耳其52个中心的2458例组织学证实的mCRC患者。在中心实验室,利用聚合酶链反应(PCR)分析了KRAS密码子12和13的突变。采用卡方检验和蒙特卡罗模拟进行统计分析,显著性阈值设为p < 0.05。结果:根据地区的不同,45%的患者检测到KRAS突变,范围从39.6%到47.5%不等。女性患者的突变率(48.8%)明显高于男性患者(42.6%)(p = 0.002)。密码子12的突变频率高于密码子13。G12D、G12V和G13D突变占所有检测突变的80%。G12V突变在女性患者中普遍存在(p = 0.007)。从区域上看,突变多样性相似,差异无统计学意义(p < 0.05)。结论:这项大规模、多中心的研究提供了土耳其mCRC患者中最全面的KRAS突变数据集。这项研究揭示了地区趋势以及性别差异。这些发现强调了常规KRAS基因分型在指导个性化治疗策略方面的重要性,特别是在抗egfr治疗的候选选择方面。需要进一步的研究来阐明特异性KRAS突变的预后和治疗意义。
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引用次数: 0
Anesthetic Management of the Pregnant Patient Undergoing Non-Obstetric Surgery. 非产科手术妊娠患者的麻醉管理。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040698
Genevieve Monanian, Seth Greenspan, Nadir Khan Yusufzai, Bahaa Daoud, Zhaosheng Jin, Morgane Factor

Anesthetic management of the pregnant patient undergoing non-obstetric surgery requires careful consideration of both maternal and fetal well-being. Key factors include appropriate drug selection to minimize fetal exposure, maintenance of uteroplacental perfusion, and management of physiological changes associated with pregnancy, such as altered respiratory function and increased blood volume. Regional anesthesia is often preferred to reduce the risks of general anesthesia, although considerations such as positioning, airway management, and monitoring are crucial. Multidisciplinary collaboration is essential to optimize outcomes, ensuring that both maternal health and fetal safety are prioritized throughout the perioperative period.

接受非产科手术的孕妇的麻醉管理需要仔细考虑产妇和胎儿的健康。关键因素包括适当的药物选择以减少胎儿暴露,维持子宫胎盘灌注,以及处理与妊娠相关的生理变化,如呼吸功能改变和血容量增加。尽管体位、气道管理和监测等因素至关重要,但为了降低全身麻醉的风险,通常首选区域麻醉。多学科合作对于优化结果至关重要,确保在围手术期优先考虑产妇健康和胎儿安全。
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引用次数: 0
Prediction of Clavien Dindo Classification ≥ Grade III Complications After Epithelial Ovarian Cancer Surgery Using Machine Learning Methods. 应用机器学习方法预测上皮性卵巢癌术后Clavien Dindo分级≥III级并发症
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040695
Aysun Alci, Fatih Ikiz, Necim Yalcin, Mustafa Gokkaya, Gulsum Ekin Sari, Isin Ureyen, Tayfun Toptas

Background and Objectives: Ovarian cancer surgery requires multiple radical resections with a high risk of complications. The aim of this single-centre, retrospective study was to determine the best method for predicting Clavien-Dindo grade ≥ III complications using machine learning techniques. Material and Methods: The study included 179 patients who underwent surgery at the gynaecological oncology department of Antalya Training and Research Hospital between January 2015 and December 2020. The data were randomly split into training set n = 134 (75%) and test set n = 45 (25%). We used 49 predictors to develop the best algorithm. Mean absolute error, root mean squared error, correlation coefficients, Mathew's correlation coefficient, and F1 score were used to determine the best performing algorithm. Cohens' kappa value was evaluated to analyse the consistency of the model with real data. The relationship between these predicted values and the actual values were then summarised using a confusion matrix. True positive (TP) rate, False positive (FP) rate, precision, recall, and Area under the curve (AUC) values were evaluated to demonstrate clinical usability and classification skills. Results: 139 patients (77.65%) had no morbidity or grade I-II CDC morbidity, while 40 patients (22.35%) had grade III or higher CDC morbidity. BayesNet was found to be the most effective prediction model. No dominant parameter was observed in the Bayesian net importance matrix plot. The true positive (TP) rate was 76%, false positive (FP) rate was 15.6%, recall rate (sensitivity) was 76.9%, and overall accuracy was 82.2% A receiver operating characteristic (ROC) analysis was performed to estimate CDC grade ≥ III. AUC was 0.863 with a statistical significance of p < 0.001, indicating a high degree of accuracy. Conclusions: The Bayesian network model achieved the highest accuracy compared to all other models in predicting CDC Grade ≥ III complications following epithelial ovarian cancer surgery.

背景和目的:卵巢癌手术需要多次根治性切除,并发症风险高。这项单中心回顾性研究的目的是确定使用机器学习技术预测Clavien-Dindo≥III级并发症的最佳方法。材料与方法:该研究纳入了2015年1月至2020年12月期间在安塔利亚培训与研究医院妇科肿瘤科接受手术的179例患者。数据随机分为训练集n = 134(75%)和测试集n = 45(25%)。我们使用了49个预测因子来开发最佳算法。采用平均绝对误差、均方根误差、相关系数、马修相关系数和F1评分来确定最佳算法。利用Cohens’kappa值分析模型与实际数据的一致性。这些预测值和实际值之间的关系,然后使用混淆矩阵进行总结。评估真阳性(TP)率、假阳性(FP)率、准确率、召回率和曲线下面积(AUC)值,以证明临床可用性和分类技能。结果:139例(77.65%)患者无发病或CDC I-II级发病,40例(22.35%)患者CDC III级及以上发病。BayesNet是最有效的预测模型。在贝叶斯网络重要性矩阵图中未观察到主导参数。真阳性(TP)率为76%,假阳性(FP)率为15.6%,召回率(敏感性)为76.9%,总体准确率为82.2%。采用受试者工作特征(ROC)分析评估疾病分级≥III级。AUC为0.863,p < 0.001,具有统计学意义,准确度较高。结论:与所有其他模型相比,贝叶斯网络模型在预测上皮性卵巢癌手术后CDC≥III级并发症方面具有最高的准确性。
{"title":"Prediction of Clavien Dindo Classification ≥ Grade III Complications After Epithelial Ovarian Cancer Surgery Using Machine Learning Methods.","authors":"Aysun Alci, Fatih Ikiz, Necim Yalcin, Mustafa Gokkaya, Gulsum Ekin Sari, Isin Ureyen, Tayfun Toptas","doi":"10.3390/medicina61040695","DOIUrl":"https://doi.org/10.3390/medicina61040695","url":null,"abstract":"<p><p><i>Background and Objectives:</i> Ovarian cancer surgery requires multiple radical resections with a high risk of complications. The aim of this single-centre, retrospective study was to determine the best method for predicting Clavien-Dindo grade ≥ III complications using machine learning techniques. <i>Material and Methods</i>: The study included 179 patients who underwent surgery at the gynaecological oncology department of Antalya Training and Research Hospital between January 2015 and December 2020. The data were randomly split into training set n = 134 (75%) and test set n = 45 (25%). We used 49 predictors to develop the best algorithm. Mean absolute error, root mean squared error, correlation coefficients, Mathew's correlation coefficient, and F1 score were used to determine the best performing algorithm. Cohens' kappa value was evaluated to analyse the consistency of the model with real data. The relationship between these predicted values and the actual values were then summarised using a confusion matrix. True positive (TP) rate, False positive (FP) rate, precision, recall, and Area under the curve (AUC) values were evaluated to demonstrate clinical usability and classification skills. <i>Results</i>: 139 patients (77.65%) had no morbidity or grade I-II CDC morbidity, while 40 patients (22.35%) had grade III or higher CDC morbidity. BayesNet was found to be the most effective prediction model. No dominant parameter was observed in the Bayesian net importance matrix plot. The true positive (TP) rate was 76%, false positive (FP) rate was 15.6%, recall rate (sensitivity) was 76.9%, and overall accuracy was 82.2% A receiver operating characteristic (ROC) analysis was performed to estimate CDC grade ≥ III. AUC was 0.863 with a statistical significance of <i>p</i> < 0.001, indicating a high degree of accuracy. <i>Conclusions</i>: The Bayesian network model achieved the highest accuracy compared to all other models in predicting CDC Grade ≥ III complications following epithelial ovarian cancer surgery.</p>","PeriodicalId":49830,"journal":{"name":"Medicina-Lithuania","volume":"61 4","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12028651/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144038291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Anatomical Measurements of the Bulbus Oculi by Optical Biometry in the Eastern Region of Türkiye. 光学生物测量法在<s:1>基耶耶东部地区球眼解剖测量的评价。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-10 DOI: 10.3390/medicina61040692
Methiye Batur, Veysi Yıldız, Muhammed Batur, Erbil Seven, Serek Tekin

Background and Objectives: The objective was to assess ocular biometric measurements in relation to age and gender among patients scheduled for cataract surgery, utilizing an optical biometry device. Materials and Methods: The optical biometric parameters evaluated included axial length (AL), central corneal thickness (CCT), anterior chamber depth (AD), lens thickness (LT), horizontal corneal diameter (WTW), and keratometry values in the flat (K1) and steep (K2) meridians. Astigmatism (AST) was also measured as the difference between these keratometry values. Results: A total of 14,183 optical biometric measurements were included in the study. The average age of the participants was determined to be 56 (3-110) years. The average AL was 23.57 ± 1.45 mm, the average AD was 2.76 ± 0.42 mm, the average CCT was 518.13 ± 37.81 μm, the average WTW distance was 11.88 ± 0.59 mm, and the average LT was 4.19 ± 0.51 mm. The keratometry measurements were recorded as K1 = 43.39 ± 1.96 diopters (D), K2 = 44.51 ± 2.31 D, and AST = 1.12 ± 1.15 D. The average values for male eyes in terms of the AL, AD, WTW, and LT measurements were significantly higher than those for female eyes (p = 0.001). The average K1 and K2 values were flatter in males than in females, while the AST value was found to be higher in females (p = 0.001). As age progressed, the mean AL decreased, the CCT decreased, the AD narrowed, the WTW distance decreased, the LT increased, and the keratometric values K1, K2, and AST decreased until the age of 60, after which they increased again. Conclusions: Research indicates that the measurements of the bulbus oculi are generally larger in males than in females. Furthermore, each of the optical biometric measurements is interrelated. Over time, these measurements may change.

背景和目的:目的是利用光学生物测量装置评估白内障手术患者的眼部生物测量与年龄和性别的关系。材料和方法:评估的光学生物特征参数包括轴向长度(AL)、角膜中央厚度(CCT)、前房深度(AD)、晶状体厚度(LT)、水平角膜直径(WTW)以及平(K1)和陡(K2)经络的角膜测量值。散光(AST)也被测量为这些角膜测量值之间的差异。结果:共纳入14183个光学生物特征测量值。参与者的平均年龄为56岁(3-110岁)。平均AL为23.57±1.45 mm,平均AD为2.76±0.42 mm,平均CCT为518.13±37.81 μm,平均WTW距离为11.88±0.59 mm,平均LT为4.19±0.51 mm。角膜测量结果为K1 = 43.39±1.96屈光度(D), K2 = 44.51±2.31 D, AST = 1.12±1.15 D。男性眼的AL、AD、WTW和LT测量平均值显著高于女性眼(p = 0.001)。男性的平均K1和K2值比女性低,而AST值比女性高(p = 0.001)。随着年龄的增长,平均AL下降,CCT下降,AD变窄,WTW距离减少,LT增加,角膜测量值K1, K2和AST下降,直到60岁,之后它们再次升高。结论:研究表明,男性的眼球尺寸通常比女性大。此外,每一种光学生物测量都是相互关联的。随着时间的推移,这些测量可能会发生变化。
{"title":"Evaluation of Anatomical Measurements of the Bulbus Oculi by Optical Biometry in the Eastern Region of Türkiye.","authors":"Methiye Batur, Veysi Yıldız, Muhammed Batur, Erbil Seven, Serek Tekin","doi":"10.3390/medicina61040692","DOIUrl":"https://doi.org/10.3390/medicina61040692","url":null,"abstract":"<p><p><i>Background and Objectives</i>: The objective was to assess ocular biometric measurements in relation to age and gender among patients scheduled for cataract surgery, utilizing an optical biometry device. <i>Materials and Methods</i>: The optical biometric parameters evaluated included axial length (AL), central corneal thickness (CCT), anterior chamber depth (AD), lens thickness (LT), horizontal corneal diameter (WTW), and keratometry values in the flat (K1) and steep (K2) meridians. Astigmatism (AST) was also measured as the difference between these keratometry values. <i>Results</i>: A total of 14,183 optical biometric measurements were included in the study. The average age of the participants was determined to be 56 (3-110) years. The average AL was 23.57 ± 1.45 mm, the average AD was 2.76 ± 0.42 mm, the average CCT was 518.13 ± 37.81 μm, the average WTW distance was 11.88 ± 0.59 mm, and the average LT was 4.19 ± 0.51 mm. The keratometry measurements were recorded as K1 = 43.39 ± 1.96 diopters (D), K2 = 44.51 ± 2.31 D, and AST = 1.12 ± 1.15 D. The average values for male eyes in terms of the AL, AD, WTW, and LT measurements were significantly higher than those for female eyes (<i>p</i> = 0.001). The average K1 and K2 values were flatter in males than in females, while the AST value was found to be higher in females (<i>p</i> = 0.001). As age progressed, the mean AL decreased, the CCT decreased, the AD narrowed, the WTW distance decreased, the LT increased, and the keratometric values K1, K2, and AST decreased until the age of 60, after which they increased again. <i>Conclusions</i>: Research indicates that the measurements of the bulbus oculi are generally larger in males than in females. Furthermore, each of the optical biometric measurements is interrelated. Over time, these measurements may change.</p>","PeriodicalId":49830,"journal":{"name":"Medicina-Lithuania","volume":"61 4","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12028806/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144038239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evolution of Untreated Moderate Mitral Regurgitation After Transcatheter Aortic Valve Implantation. 经导管主动脉瓣植入术后未经治疗的中度二尖瓣反流的演变。
IF 2.4 4区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2025-04-09 DOI: 10.3390/medicina61040686
Massimo Baudo, Serge Sicouri, Francesco Cabrucci, Yoshiyuki Yamashita, Dimitrios E Magouliotis, Sarah M Carnila, Sandra V Abramson, Katie M Hawthorne, Harish Jarrett, Roberto Rodriguez, Scott M Goldman, Paul M Coady, Eric M Gnall, William A Gray, Sandro Gelsomino, Basel Ramlawi

Background and Objectives: Associated mitral regurgitation (MR) is frequently observed during transcatheter aortic valve implantation (TAVI). The progression of moderate MR remains undetermined, given uncertain clinical significance and natural history. This study aims to assess the evolution of moderate MR following TAVI. Materials and Methods: Between 2018 and 2023, 1476 patients underwent TAVI. We excluded those with previous aortic or mitral valve interventions, endocarditis, concomitant percutaneous coronary intervention, or emergent procedures. Patients with severe aortic or tricuspid regurgitation or significant mitral stenosis were excluded. Ultimately, only patients with moderate MR were included, resulting in a final population of 154 patients. Results: Mean age was 81.4 ± 7.8 years, 48.1% (74/154) were female, and 48.1% (74/154) were functional MR. There was one surgical conversion due to annular rupture. Thirty-day mortality was 1.9% (3/154). Postoperative echocardiography showed 38 (24.7%) patients with none/trace MR, 91 (59.1%) with mild MR, 22 (14.3%) with moderate MR, and 3 (1.9%) with severe MR. Finally, according to the echocardiographic follow-up [median follow-up 1.0 (IQR: 0.1-1.2) years], 20.1% (31/154) had no/trace MR, 39.6% (61/154) had mild MR, 35.7% (55/154) had moderate MR, and 4.5% (7/154) had severe MR. Overall, 67 (43.5%) patients had any MR grade progression, 62 (40.3%) had stable disease, and 25 (16.2%) had any MR grade reduction at the last follow-up from the operation. No difference in MR evolution was seen between functional and primary MR. Conclusions: Concomitant moderate MR during TAVI has a variable evolution over time. A more detailed characterization of patients with preoperative moderate MR undergoing TAVI is necessary to identify those with a disease progression risk.

背景与目的:经导管主动脉瓣植入术(TAVI)中经常观察到相关的二尖瓣反流(MR)。鉴于不确定的临床意义和自然病史,中度MR的进展仍不确定。本研究旨在评估TAVI后中度MR的演变。材料和方法:2018年至2023年,1476例患者接受了TAVI。我们排除了既往有主动脉瓣或二尖瓣介入治疗、心内膜炎、合并经皮冠状动脉介入治疗或紧急手术的患者。排除有严重主动脉瓣或三尖瓣反流或明显二尖瓣狭窄的患者。最终,仅纳入中度MR患者,最终纳入154例患者。结果:平均年龄81.4±7.8岁,女性48.1%(74/154),功能性mr 48.1%(74/154)。30天死亡率为1.9%(3/154)。术后超声心动图显示无磁共振38例(24.7%),轻度磁共振91例(59.1%),中度磁共振22例(14.3%),重度磁共振3例(1.9%)。根据超声心动图随访[中位随访1.0 (IQR:其中,20.1%(31/154)患者无/迹MR, 39.6%(61/154)患者有轻度MR, 35.7%(55/154)患者有中度MR, 4.5%(7/154)患者有重度MR。总体而言,67例(43.5%)患者有MR等级进展,62例(40.3%)患者病情稳定,25例(16.2%)患者在手术后最后一次随访时MR等级有所下降。结论:TAVI期间伴随的中度MR随时间的变化而变化。对于术前接受TAVI的中度MR患者,有必要对其进行更详细的特征描述,以确定哪些患者有疾病进展风险。
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引用次数: 0
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