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Enhancement of Chondrogenic Differentiation in Bone Marrow-Derived Stem Cell Spheroids by Cuminum cyminum Methanolic Extract: Insights into Concentration-Dependent mRNA Expression and Gene Clustering Analysis. Cuminum cyminum甲醇提取物增强骨髓干细胞球形软骨分化:浓度依赖性mRNA表达和基因聚类分析的见解。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-05 DOI: 10.3390/jpm14121142
Kyung-Hwan Na, Hyun-Jin Lee, Ju-Hwan Kim, Md Salah Uddin, Yoon-Hee Park, Young-Min Song, Chul-Sung Park, Jun-Beom Park

Background/Objectives: Cuminum cyminum L. has been utilized as a medicinal plant for centuries. This research sought to examine the effects of cumin methanolic extract (CMT) on the chondrogenic differentiation of human bone marrow-derived mesenchymal stem cells. Methods: Spheroids were generated using human stem cells and cultured with CMT at concentrations between 0 and 1 µg/mL. Morphological assessments and cell viability tests were conducted on days 1 and 3. Chondrogenic differentiation expression was evaluated through quantitative polymerase chain reaction, Western blot, and RNA sequencing. SOX9, FAM20B, COL2A1, and COL1A1 mRNA expression levels were determined using real-time polymerase chain reaction. Protein expression was analyzed via Western blot. Results: Throughout this study, the spheroids maintained their integrity and shape. No significant variations in spheroid diameter were observed among the groups. CMT treatment enhanced the expression of SOX9 and FAM20B. Conclusions: The methanolic extract of Cuminum cyminum facilitated chondrogenic differentiation in human bone marrow-derived mesenchymal stem cells by modulating SOX9 and FAM20B expression. This indicates its potential application in cartilage tissue engineering.

背景/目的:Cuminum cyminum L.作为药用植物已被使用了几个世纪。本研究旨在探讨孜然甲醇提取物(CMT)对人骨髓间充质干细胞成软骨分化的影响。方法:利用人干细胞生成球状体,用浓度为0 ~ 1µg/mL的CMT培养。在第1天和第3天进行形态学评估和细胞活力测试。通过定量聚合酶链反应、Western blot和RNA测序评估软骨分化表达。实时聚合酶链反应检测SOX9、FAM20B、COL2A1、COL1A1 mRNA表达水平。Western blot检测蛋白表达。结果:在整个研究过程中,球体保持了其完整性和形状。各组间球体直径无显著差异。CMT处理增强了SOX9和FAM20B的表达。结论:茴香醇提物通过调节SOX9和FAM20B的表达促进人骨髓间充质干细胞成软骨分化。这表明了其在软骨组织工程中的潜在应用。
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引用次数: 0
The Assessment of Knowledge About Cervical Cancer, HPV Vaccinations, and Screening Programs Among Women as an Element of Cervical Cancer Prevention in Poland. 评估宫颈癌知识、HPV疫苗接种和筛查方案在波兰妇女中作为宫颈癌预防的一个组成部分。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-04 DOI: 10.3390/jpm14121139
Krystian Wdowiak, Agnieszka Drab, Paulina Filipek, Urszula Religioni

Introduction: Cervical cancer is the fourth most commonly diagnosed malignant tumor in women and the fourth leading cause of cancer-related deaths among this population. Since it is asymptomatic in its early stages, preventive screening plays a crucial role in rapid diagnosis. Such screenings are conducted in many countries worldwide, although their popularity varies. Given that nearly all cases of cervical cancer are linked to high-risk human papillomavirus (hrHPV) infection, vaccination against this virus could lead to a significant reduction in cancer incidence. It should be noted that the level of vaccination coverage against hrHPV varies significantly between countries, ranging from a few percent to over 90%. Globally, the vaccination coverage of the target population is estimated at only a few percent. Methods: This study was conducted using a proprietary, anonymous online questionnaire comprising 24 questions addressing various aspects of cervical cancer prevention. The newly designed questionnaire comprised 19 primary questions and 5 metric questions. The collected data were subjected to descriptive and statistical analysis. Results: The majority of respondents reported regularly participating in cervical cytology screening and gynecological visits. Non-participation in these screenings was primarily reported by younger respondents, not all of whom had indications for undergoing such examinations. Only 14% of the women surveyed had been vaccinated against hrHPV. However, it should be noted that, as the surveyed women were not covered by the relatively recently introduced vaccination program, they received their vaccinations through local programs conducted by certain cities or through private healthcare services. The respondents' primary sources of information on cervical cancer are the internet and medical personnel. Conclusions: The level of knowledge among the women surveyed regarding cervical cancer prevention was satisfactory, though improvement is needed in some areas. Despite relatively good awareness of HPV's role in cervical cancer development, the popularity of HPV vaccination remains unsatisfactory. The results should be interpreted with caution due to the small study group.

引言:宫颈癌是妇女中第四大最常诊断的恶性肿瘤,也是这一人群中癌症相关死亡的第四大原因。由于早期无症状,预防性筛查在快速诊断中起着至关重要的作用。这种筛查在世界上许多国家进行,尽管其受欢迎程度各不相同。鉴于几乎所有宫颈癌病例都与高危人乳头瘤病毒(hrHPV)感染有关,因此接种这种病毒疫苗可能会显著降低癌症发病率。应该指出的是,各国之间针对hrHPV的疫苗接种覆盖率差异很大,从百分之几到90%以上不等。在全球范围内,目标人群的疫苗接种覆盖率估计仅为百分之几。方法:本研究采用专有的匿名在线调查问卷,包括24个问题,涉及宫颈癌预防的各个方面。新设计的问卷包括19个主要问题和5个度量问题。对收集到的数据进行描述性和统计学分析。结果:大多数受访者报告定期参加宫颈细胞学筛查和妇科就诊。没有参加这些检查的主要是年轻的应答者,并非所有人都有接受这种检查的迹象。接受调查的妇女中只有14%接种了hrHPV疫苗。然而,应当指出的是,由于接受调查的妇女不在最近实施的疫苗接种方案的范围内,她们通过某些城市开展的地方方案或通过私人保健服务机构接种疫苗。受访者对子宫颈癌的主要信息来源是互联网和医务人员。结论:接受调查的妇女对宫颈癌预防的知识水平令人满意,但在某些方面需要改进。尽管人们对HPV在宫颈癌发展中的作用有了相对较好的认识,但HPV疫苗的普及程度仍然不尽如人意。由于研究小组很小,对结果的解释应谨慎。
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引用次数: 0
An Investigation of the Relationship Between Vascular Markers and Cognitive Functions in Early Hypertension. 高血压早期血管标志物与认知功能关系的研究。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-03 DOI: 10.3390/jpm14121136
Réka Majer, Attila Nagy, Enikő Csikai, Mónika Andrejkovics, Ágnes Diószegi, Attila Tóth, László Csiba

Background/Objectives: Controlling hypertension may reduce the risk of cognitive impairment. A marker for the identification of hypertensive patients who are more likely to suffer cognitive impairment would be of clinical benefit. In our research, 105 patients with newly diagnosed primary hypertension were assessed at the Department of Neurology, the University of Debrecen. Methods: The available data covered detailed medical history and data, the results of different tests, ambulatory blood pressure monitoring, the intima-media thickness, the flow-mediated dilatation, the augmentation index, the pulse wave velocity, and neuropsychological evaluation. Multiple linear regression models were created to evaluate the associations found in simple analyses (Spearman's rank correlation and Pearson's chi-squared test). Results: The flow-mediated dilatation showed significant correlations with working memory, attention, learning, and executive functions. The intima-media thickness showed significant correlations with attention and reaction time. The composite flow-mediated dilatation/IMT ratio showed a significant relationship with the overall index of cognitive functions. Based on our results, a flow-mediated dilatation/IMT ratio of 15 represents a cut-off value. The pulse wave velocity showed a significant correlation with working memory and attention. The augmentation index showed significant relationships with reaction time and executive functions. Conclusions: Based on our results, the intima-media thickness, flow-mediated dilatation, and their ratio are suitable for the identification of a particularly vulnerable subgroup of patients for whom a detailed cognitive examination is required for the early detection and treatment of functional disorders. The assessment of attention, executive functions, working memory, and reaction time is required in early hypertension.

背景/目的:控制高血压可降低认知功能障碍的风险。一种识别高血压患者更可能遭受认知障碍的标记物将具有临床益处。在我们的研究中,105例新诊断的原发性高血压患者在德布勒森大学神经内科进行了评估。方法:收集患者详细的病史资料、各项检查结果、动态血压监测、内膜-中膜厚度、血流扩张、增强指数、脉搏波速、神经心理学评价等资料。建立了多个线性回归模型来评估在简单分析中发现的关联(Spearman等级相关和Pearson卡方检验)。结果:血流介导的扩张与工作记忆、注意力、学习和执行功能有显著相关性。中膜厚度与注意力和反应时间呈显著相关。血流介导的扩张/IMT复合比值与认知功能综合指数有显著关系。根据我们的研究结果,流动介导的扩张/IMT比率为15代表了一个临界值。脉搏波速度与工作记忆和注意力有显著相关。增强指数与反应时间和执行功能有显著关系。结论:根据我们的研究结果,内膜-中膜厚度、血流介导的扩张和它们的比值适合于识别一个特别脆弱的亚群患者,对这些患者需要进行详细的认知检查,以便早期发现和治疗功能障碍。早期高血压需要评估注意力、执行功能、工作记忆和反应时间。
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引用次数: 0
Safety and Efficacy of Brachytherapy in Inoperable Endometrial Cancer. 近距离放疗治疗不能手术的子宫内膜癌的安全性和有效性。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-03 DOI: 10.3390/jpm14121138
Ricarda Merten, Vratislav Strnad, Claudia Schweizer, Michael Lotter, Stephan Kreppner, Rainer Fietkau, Philipp Schubert, Andre Karius

Background/Objectives: Radiotherapy represents the only treatment option for patients with inoperable endometrial cancer (EC). The aim of our study was to evaluate the efficacy and safety of brachytherapy (BT) in this selected patient population. Methods: Between 1990 and 2019, 18 patients with inoperable EC in stage FIGO I-IV were treated with intracavitary brachytherapy using the "Heyman Packing technique". BT was performed either as sole PDR- or HDR-brachytherapy with a median cumulative dose up to 60.0 Gy (67.9 Gy EQD2 α/β = 3Gy) and 34.0 Gy (75.6 Gy EQD2 α/β = 3Gy), respectively. Results: The median follow-up was 46 months (6-219). The mean age was 71 years. The 5-year cumulative local recurrence rate (CLRR) for the whole cohort was 27.3%. The 5-year overall survival (OS), distant metastasis-free survival (DMFS), and disease-free survival (DFS) were 51%, 79%, and 69%. The 5-year DFS for low-, intermediate-, and high-risk EC was 89%, 50%, and 44% (p = 0.51). No significant difference in DFS was observed in patients over 70 (p = 0.526). No late side effects of grade > 1 were documented. Conclusions: Brachytherapy for inoperable EC is a safe and effective treatment option, offering good local control and OS with minimal toxicity. Moreover, brachytherapy effectively controls hemoglobin-relevant bleeding. Therefore, BT should be considered a viable alternative to non-curative treatment strategies in gynecological multidisciplinary conferences.

背景/目的:放疗是不能手术的子宫内膜癌(EC)患者的唯一治疗选择。我们研究的目的是评估近距离放射治疗(BT)在这一选定的患者群体中的疗效和安全性。方法:1990年至2019年,对18例FIGO I-IV期不能手术的EC患者采用“海曼填充技术”进行腔内近距离治疗。BT作为单独的PDR或hdr近距离治疗进行,中位累积剂量分别高达60.0 Gy (67.9 Gy EQD2 α/β = 3Gy)和34.0 Gy (75.6 Gy EQD2 α/β = 3Gy)。结果:中位随访时间为46个月(6-219)。平均年龄为71岁。整个队列的5年累积局部复发率(CLRR)为27.3%。5年总生存率(OS)、远端无转移生存率(DMFS)和无病生存率(DFS)分别为51%、79%和69%。低、中、高风险EC的5年DFS分别为89%、50%和44% (p = 0.51)。70岁以上患者的DFS无显著差异(p = 0.526)。没有记录到> 1级的晚期副作用。结论:近距离放疗是一种安全有效的治疗方法,可提供良好的局部控制和生存,毒性最小。此外,近距离治疗可有效控制血红蛋白相关出血。因此,在妇科多学科会议上,BT应被视为一种可行的替代非治愈性治疗策略。
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引用次数: 0
Robotic-Assisted Medial Unicompartmental Knee Arthroplasty Provides Better FJS-12 Score and Lower Mid-Term Complication Rates Compared to Conventional Implantation: A Systematic Review and Meta-Analysis. 与传统植入相比,机器人辅助内侧单室膝关节置换术提供更好的FJS-12评分和更低的中期并发症发生率:一项系统回顾和荟萃分析
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-12-03 DOI: 10.3390/jpm14121137
George M Avram, Horia Tomescu, Cicio Dennis, Vlad Rusu, Natalie Mengis, Elias Ammann, Giacomo Pacchiarotti, Michael T Hirschmann, Vlad Predescu, Octav Russu

Background: Robotic-assisted unicompartmental arthroplasty (rUKA) is gradually gaining more popularity than its conventional counterpart (cUKA). Current studies are highly heterogenic in terms of methodology and the reported results; therefore, establishing the optimal recommendation for patients becomes less straightforward. For this reason, this meta-analysis aims to provide an up-to-date evidence-based analysis on current evidence regarding clinical outcomes and complication rates following rUKA and cUKA. Methods: A meta-analysis was conducted following PRISMA guidelines. Five databases were searched, PubMed via MEDLINE, Epistemonikos, Cochrane Library, Web of Science, and Scopus. The relevant inclusion criteria were as follows: comparative clinical studies in which medial rUKA was compared to medial cUKA (prospective or retrospective designs), (2) human studies, (3) meta-analyses for cross-referencing, and (4) English language. The relevant extracted data were patient demographics, patient-reported outcome measures (PROMs), range of motion, and complications. A random-effects meta-analysis and subgroup analysis were conducted. The results include mean differences (MDs) and odds ratios (ORs), along with 95% confidence intervals (CIs) for continuous and binary variables, respectively. Results: rUKA showed a higher overall FJS-12 score compared to cUKA, with MD = 6.02 (95%CI: -0.07 to 12.1), p = 0.05. At 6 months postoperatively, the MD increased to 10.31 (95%CI: 5.14 to 15.49), p < 0.01. At a minimum 36-month follow-up, cUKA had a higher all-cause revision rate, with OR = 3.31 (95%CI: 1.25 to 8.8), p = 0.02, and at a minimum 60-month follow-up, a higher aseptic loosening rate, with OR = 3.86 (95%CI: 1.51 to 9.91), p < 0.01, compared to rUKA. Conclusions: rUKA provides better FJS-12 results compared to cUKA, as well as lower all-cause revision and aseptic loosening rates at 36- and 60-month follow-up, respectively. However, long-term follow-up is still pending.

背景:机器人辅助的单腔关节成形术(rUKA)正逐渐比传统的单腔关节成形术(cUKA)更受欢迎。目前的研究在方法和报告结果方面具有高度异质性;因此,为患者建立最佳建议变得不那么简单。因此,本荟萃分析旨在对rUKA和cUKA术后临床结果和并发症发生率的现有证据进行最新的循证分析。方法:按照PRISMA指南进行meta分析。检索了5个数据库,PubMed via MEDLINE, Epistemonikos, Cochrane Library, Web of Science和Scopus。相关的纳入标准如下:比较医学rUKA与医学cUKA的临床研究(前瞻性或回顾性设计),(2)人类研究,(3)交叉参考的荟萃分析,(4)英语语言。提取的相关数据包括患者人口统计学、患者报告的结果测量(PROMs)、活动范围和并发症。进行随机效应荟萃分析和亚组分析。结果包括平均差异(MDs)和优势比(ORs),以及连续变量和二元变量的95%置信区间(ci)。结果:rUKA组FJS-12总分高于cUKA组,MD = 6.02 (95%CI: -0.07 ~ 12.1), p = 0.05。术后6个月,MD升高至10.31 (95%CI: 5.14 ~ 15.49), p < 0.01。在至少36个月的随访中,与rUKA相比,cUKA有更高的全因翻修率,OR = 3.31 (95%CI: 1.25 ~ 8.8), p = 0.02;在至少60个月的随访中,与rUKA相比,cUKA有更高的无菌松动率,OR = 3.86 (95%CI: 1.51 ~ 9.91), p < 0.01。结论:与cUKA相比,rUKA提供了更好的FJS-12结果,在36个月和60个月的随访中,rUKA的全因翻修率和无菌性松动率分别较低。然而,长期的随访仍在等待中。
{"title":"Robotic-Assisted Medial Unicompartmental Knee Arthroplasty Provides Better FJS-12 Score and Lower Mid-Term Complication Rates Compared to Conventional Implantation: A Systematic Review and Meta-Analysis.","authors":"George M Avram, Horia Tomescu, Cicio Dennis, Vlad Rusu, Natalie Mengis, Elias Ammann, Giacomo Pacchiarotti, Michael T Hirschmann, Vlad Predescu, Octav Russu","doi":"10.3390/jpm14121137","DOIUrl":"10.3390/jpm14121137","url":null,"abstract":"<p><p><b>Background</b>: Robotic-assisted unicompartmental arthroplasty (rUKA) is gradually gaining more popularity than its conventional counterpart (cUKA). Current studies are highly heterogenic in terms of methodology and the reported results; therefore, establishing the optimal recommendation for patients becomes less straightforward. For this reason, this meta-analysis aims to provide an up-to-date evidence-based analysis on current evidence regarding clinical outcomes and complication rates following rUKA and cUKA. <b>Methods</b>: A meta-analysis was conducted following PRISMA guidelines. Five databases were searched, PubMed via MEDLINE, Epistemonikos, Cochrane Library, Web of Science, and Scopus. The relevant inclusion criteria were as follows: comparative clinical studies in which medial rUKA was compared to medial cUKA (prospective or retrospective designs), (2) human studies, (3) meta-analyses for cross-referencing, and (4) English language. The relevant extracted data were patient demographics, patient-reported outcome measures (PROMs), range of motion, and complications. A random-effects meta-analysis and subgroup analysis were conducted. The results include mean differences (MDs) and odds ratios (ORs), along with 95% confidence intervals (CIs) for continuous and binary variables, respectively. <b>Results</b>: rUKA showed a higher overall FJS-12 score compared to cUKA, with MD = 6.02 (95%CI: -0.07 to 12.1), <i>p</i> = 0.05. At 6 months postoperatively, the MD increased to 10.31 (95%CI: 5.14 to 15.49), <i>p</i> < 0.01. At a minimum 36-month follow-up, cUKA had a higher all-cause revision rate, with OR = 3.31 (95%CI: 1.25 to 8.8), <i>p</i> = 0.02, and at a minimum 60-month follow-up, a higher aseptic loosening rate, with OR = 3.86 (95%CI: 1.51 to 9.91), <i>p</i> < 0.01, compared to rUKA. <b>Conclusions</b>: rUKA provides better FJS-12 results compared to cUKA, as well as lower all-cause revision and aseptic loosening rates at 36- and 60-month follow-up, respectively. However, long-term follow-up is still pending.</p>","PeriodicalId":16722,"journal":{"name":"Journal of Personalized Medicine","volume":"14 12","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11676095/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142895484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The Effects of Resistance Training on Pain, Strength, and Function in Osteoarthritis: Systematic Review and Meta-Analysis. 抗阻训练对骨关节炎疼痛、力量和功能的影响:系统回顾和荟萃分析。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-30 DOI: 10.3390/jpm14121130
Jaehyun Lim, Ahyoung Choi, Byeonggeun Kim

Background/Objectives: Pain is the most common symptom of osteoarthritis (OA), and it leads to functional decline, such as decreased mobility and limitations in activities of daily living, which leads to difficulties in social participation, increased social isolation, and economic burden. Muscle weakness can be a cause of OA symptoms. The purpose was to analyze the effects of resistance training on improving pain, strength, and function in OA and to analyze the effects by intervention duration and joint. Methods: The study search was conducted on 14 September 2024, and the period of study inclusion covered studies available in the databases from their inception to the search date. The databases used were PubMed, CHINAL, Cochrane Library, and Embase. Inclusion criteria were studies that targeted OA and compared a resistance training intervention with a no resistance training intervention group and measured pain, strength, and function. Subgroup analysis was used to analyze the effects by intervention duration (4 weeks or less, 5 to 8 weeks, 9 weeks or more) and joint (knee, hip). Results: A total of 27 studies included 1712 subjects, and significant improvements were observed in pain (SMD: -0.48, CI: -0.58~-0.37, I2: 45%), strength (SMD: 0.4, CI: 0.32~0.47, I2: 0%), and function (SMD: -0.56, CI: -0.65~-0.47, I2: 30%). In the effects by intervention duration, both pain and strength showed significant improvements, but no effect on function was observed for less than 4 weeks. For effects by joint, both the knee and hip showed significant improvements. Conclusions: Resistance training was effective in improving pain, strength, and function in patients with knee and hip OA.

背景/目的:疼痛是骨关节炎(OA)最常见的症状,它会导致功能下降,如行动能力下降和日常生活活动受限,从而导致社会参与困难,社会孤立加剧和经济负担。肌肉无力可能是OA症状的一个原因。目的是分析阻力训练对改善OA患者疼痛、力量和功能的影响,并分析干预时间和关节的影响。方法:研究检索于2024年9月14日进行,研究纳入的时间涵盖数据库中从建立到检索日期的所有研究。使用的数据库有PubMed、CHINAL、Cochrane Library和Embase。纳入标准是针对OA的研究,将阻力训练干预组与无阻力训练干预组进行比较,并测量疼痛、力量和功能。采用亚组分析分析干预时间(4周及以下、5 ~ 8周、9周及以上)和关节(膝关节、髋关节)的影响。结果:27项研究共纳入1712名受试者,在疼痛(SMD: -0.48, CI: -0.58~-0.37, I2: 45%)、力量(SMD: 0.4, CI: 0.32~0.47, I2: 0%)和功能(SMD: -0.56, CI: -0.65~-0.47, I2: 30%)方面均有显著改善。在干预时间的影响中,疼痛和力量均有显著改善,但在不到4周的时间内未观察到对功能的影响。在关节方面,膝关节和髋关节均有显著改善。结论:阻力训练可有效改善膝关节和髋关节骨关节炎患者的疼痛、力量和功能。
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引用次数: 0
Enhancing Large Language Model Reliability: Minimizing Hallucinations with Dual Retrieval-Augmented Generation Based on the Latest Diabetes Guidelines. 增强大型语言模型的可靠性:基于最新糖尿病指南的双检索增强生成最小化幻觉。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-30 DOI: 10.3390/jpm14121131
Jaedong Lee, Hyosoung Cha, Yul Hwangbo, Wonjoong Cheon

Background/Objectives: Large language models (LLMs) show promise in healthcare but face challenges with hallucinations, particularly in rapidly evolving fields like diabetes management. Traditional LLM updating methods are resource-intensive, necessitating new approaches for delivering reliable, current medical information. This study aimed to develop and evaluate a novel retrieval system to enhance LLM reliability in diabetes management across different languages and guidelines. Methods: We developed a dual retrieval-augmented generation (RAG) system integrating both Korean Diabetes Association and American Diabetes Association 2023 guidelines. The system employed dense retrieval with 11 embedding models (including OpenAI, Upstage, and multilingual models) and sparse retrieval using BM25 algorithm with language-specific tokenizers. Performance was evaluated across different top-k values, leading to optimized ensemble retrievers for each guideline. Results: For dense retrievers, Upstage's Solar Embedding-1-large and OpenAI's text-embedding-3-large showed superior performance for Korean and English guidelines, respectively. Multilingual models outperformed language-specific models in both cases. For sparse retrievers, the ko_kiwi tokenizer demonstrated superior performance for Korean text, while both ko_kiwi and porter_stemmer showed comparable effectiveness for English text. The ensemble retrievers, combining optimal dense and sparse configurations, demonstrated enhanced coverage while maintaining precision. Conclusions: This study presents an effective dual RAG system that enhances LLM reliability in diabetes management across different languages. The successful implementation with both Korean and American guidelines demonstrates the system's cross-regional capability, laying a foundation for more trustworthy AI-assisted healthcare applications.

背景/目的:大型语言模型(llm)在医疗保健领域显示出前景,但面临着幻觉的挑战,特别是在糖尿病管理等快速发展的领域。传统的法学硕士更新方法是资源密集型的,需要新的方法来提供可靠的、最新的医学信息。本研究旨在开发和评估一种新的检索系统,以提高LLM在不同语言和指南的糖尿病管理中的可靠性。方法:我们开发了一个双重检索增强生成(RAG)系统,整合了韩国糖尿病协会和美国糖尿病协会2023指南。该系统采用了包含11个嵌入模型(包括OpenAI、Upstage和多语言模型)的密集检索和包含特定语言标记器的BM25算法的稀疏检索。通过不同的top-k值来评估性能,从而为每个指南优化集成检索器。结果:对于密集检索器,Upstage的Solar embedd_ -1-large和OpenAI的text- embedd_ -3-large分别在韩语和英语指南上表现优异。在这两种情况下,多语言模型的表现都优于特定于语言的模型。对于稀疏检索器,ko_kiwi标记器在韩语文本中表现出优越的性能,而ko_kiwi和porter_stemmer在英语文本中表现出相当的有效性。集成检索器结合了最佳的密集和稀疏配置,在保持精度的同时增强了覆盖范围。结论:本研究提出了一个有效的双重RAG系统,提高了LLM在不同语言糖尿病管理中的可靠性。韩国和美国指南的成功实施证明了该系统的跨区域能力,为更值得信赖的人工智能辅助医疗应用奠定了基础。
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引用次数: 0
First Clinical Application of Aztreonam-Avibactam in Treating Carbapenem-Resistant Enterobacterales: Insights from Therapeutic Drug Monitoring and Pharmacokinetic Simulations. 氮曲南-阿维巴坦治疗碳青霉烯耐药肠杆菌的首次临床应用:来自治疗药物监测和药代动力学模拟的见解。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-30 DOI: 10.3390/jpm14121135
Oliver Hölsken, Keno Sponheuer, Franz Weber, Jens Martens-Lobenhoffer, Stefanie M Bode-Böger, Charlotte Kloft, Sascha Treskatsch, Stefan Angermair

Background: A novel fixed combination of aztreonam (ATM) and avibactam (AVI) offers promising potential to treat infections with carbapenem-resistant Enterobacterales (CRE) producing metallo-β-lactamases (MBL). This study aimed to assess the accuracy of population pharmacokinetic (PK) models for ATM-AVI in predicting in vivo concentrations in a critically ill patient with CRE infection during its first clinical use. Methods: A 70-year-old male with septic shock due to hospital-acquired pneumonia (HAP) caused by MBL-producing Klebsiella pneumoniae was treated with ATM-AVI. Trough and peak serum concentrations (32 samples over 7 days) were measured using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Population PK models were used to simulate complete concentration-time profiles. Bland-Altman analysis assessed model performance by comparing predicted and measured concentrations. Results: Median ATM trough concentrations (18.4 mg/L) remained above the minimum inhibitory concentration (MIC) of 1 mg/L for the pathogen. The Bland-Altman analysis demonstrated reasonable agreement between predicted and observed concentrations, with a relative bias (rBias) of -50.5% for ATM and -14.4% for AVI. ATM-AVI ratios remained stable. Clinical improvement and sterile blood cultures within 12 days led to intensive care unit (ICU) discharge. Conclusions: Population PK models for ATM-AVI accurately predicted in vivo concentrations in a severely ill patient with HAP. Therapeutic drug monitoring (TDM) with PK modeling ensured optimal antimicrobial exposure and contributed to clinical recovery.

背景:一种新的氨曲南(ATM)和阿维巴坦(AVI)固定组合治疗产生金属β内酰胺酶(MBL)的碳青霉烯耐药肠杆菌(CRE)感染具有很大的潜力。本研究旨在评估ATM-AVI人群药代动力学(PK)模型在首次临床使用时预测CRE感染危重患者体内浓度的准确性。方法:对1例70岁男性因产mbl肺炎克雷伯菌引起的医院获得性肺炎(HAP)感染性休克患者采用ATM-AVI治疗。采用液相色谱-串联质谱法(LC-MS/MS)测定32份样品7天内的谷、峰血清浓度。种群PK模型用于模拟完整的浓度-时间曲线。Bland-Altman分析通过比较预测浓度和测量浓度来评估模型的性能。结果:ATM谷浓度中位数(18.4 mg/L)高于病原菌最低抑菌浓度(MIC) 1 mg/L。Bland-Altman分析表明,预测浓度与观测浓度之间存在合理的一致性,ATM的相对偏倚(rBias)为-50.5%,AVI为-14.4%。ATM-AVI比率保持稳定。临床改善和12天内无菌血培养使患者出院。结论:ATM-AVI群体PK模型准确预测了重症HAP患者体内浓度。治疗药物监测(TDM)与PK模型确保最佳的抗菌药物暴露,并有助于临床恢复。
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引用次数: 0
Assessing Postural Stability in Gastrointestinal Endoscopic Procedures with a Belt-like Endoscope Holder Using a MoCap Camera System. 使用动作捕捉相机系统评估带式内窥镜支架胃肠道内窥镜手术的姿势稳定性。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-30 DOI: 10.3390/jpm14121132
Tadej Durič, Jan Hejda, Petr Volf, Marek Sokol, Patrik Kutílek, Jan Hajer

Background/Objectives: As musculoskeletal injuries in gastroenterologists related to the performance of endoscopic procedures are on the rise, solutions and new approaches are needed to prevent these undesired outcomes. In our study, we evaluated an approach to ergonomic challenges in the form of a belt-like endoscope holder designed to redistribute the weight of the endoscope across the whole body of the practitioner. The aim of the study was to determine how the use of this holder affected the body posture of practitioners during endoscopy. Methods: We designed a special endoscopic model that emulates basic endoscopic movement and maneuvers. With the use of the MoCap camera system, we recorded experienced endoscopists exercising a standardized set of tasks with and without the holder. Results: Following video and statistical analyses, the most significant differences were observed in the position of the left arm which pointed to a more relaxed arm position. Conclusions: The ergonomic benefits of the belt holder in this model merit testing in the clinical setting to evaluate its effectiveness and prevention of musculoskeletal injuries in GI endoscopy.

背景/目的:由于胃肠病学家与内镜操作相关的肌肉骨骼损伤呈上升趋势,需要解决方案和新方法来防止这些不良后果。在我们的研究中,我们评估了一种以带状内窥镜支架的形式来应对人体工程学挑战的方法,该支架旨在将内窥镜的重量重新分配到从业者的整个身体上。本研究的目的是确定在内窥镜检查过程中,这种支架的使用如何影响从业者的身体姿势。方法:我们设计了一个特殊的内窥镜模型来模拟基本的内窥镜运动和操作。通过使用动作捕捉相机系统,我们记录了经验丰富的内窥镜医师在有和没有支架的情况下执行一组标准化任务。结果:通过录像和统计分析,观察到最显著的差异是在左臂的位置,指向一个更放松的手臂位置。结论:该模型中皮带支架的人体工程学益处值得在临床环境中进行测试,以评估其有效性和预防胃肠道内窥镜检查中的肌肉骨骼损伤。
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引用次数: 0
Inter-Fraction Motion and Dosimetric Analysis of Volumetric Modulated Arc Therapy for Craniospinal Irradiation in Adult Medulloblastoma Patients. 成人髓母细胞瘤患者颅脊髓放射治疗的体积调节弧治疗的分数间运动和剂量学分析。
IF 3 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-30 DOI: 10.3390/jpm14121134
Ilaria Bonaparte, Fiorella Cristina Di Guglielmo, Federica Fragnoli, Rosilda Cuscito, Chiara Indellicati, Christian De Pascali, Alessia Surgo, Roberta Carbonara, Valerio Davì, Maria Annunziata Gentile, Roberto Calbi, Morena Caliandro, Giuseppe Sanfrancesco, Alberto Aga, Pietro Cardetta, Michele Antonicelli, Annarita Ciocia, Domenico Curci, Maria Paola Ciliberti, Alba Fiorentino

Background/Objectives. Adult medulloblastoma (AMB) patients should receive postoperative craniospinal irradiation (CSI) as a standard treatment. Volumetric intensity-modulated arc therapy (VMAT) is a promising method for CSI. This report summarizes the repositioning and dosimetric data outcomes for six AMB patients. Methods. Complete CSI and posterior cranial fossa irradiation, or tumor bed boost irradiation with Linac-based VMAT, was performed and evaluated. Patients were immobilized in the supine position with two thermoplastic masks (head-neck and abdomen). To ensure inter-fraction reproducibility during radiotherapy (RT), a single cone-beam CT (CBCT) scan for each isocenter and real-time surface-guided RT using AlignRT® were performed daily before and during the RT session. Match values of all three translational axes (x = lateral, y = longitudinal, z = vertical) were recorded. Results. From August 2022 to September 2023, six AMB patients were treated with CSI: three women and three men with a median age of 32 (22-42). All cases were classical MB, four were low risk, and two were defined as high risk due to the metastatic disease. All patients underwent surgery; two received a gross total resection. Low-risk patients received 36 Gy for CSI and a 54 Gy boost, while high-risk patients received 39 Gy for CSI. No significant toxicities greater than G2 were observed during RT, and only two cases reported decreased platelet counts. The dose to the organs at risk was low and acceptable. The mean dose to the heart, lungs, eyes, stomach, and thyroid were 4.4 Gy, 8.5 Gy, 12 Gy, 8.7 Gy, and 11 Gy, respectively. In terms of repositioning data, 124 CBCT scans were analyzed. Inter-fraction CBCT mean values for the study population in all translational directions were inferior to 2 mm in more than 90% of cases. Conclusions. VMAT is a convenient and effective treatment for AMB. Positioning and immobilization with masks (head and neck plus abdomen) reduce inter-fraction motion.

背景/目标。成人髓母细胞瘤(AMB)患者应接受术后颅脊髓照射(CSI)作为标准治疗。体积调强电弧治疗(VMAT)是一种很有前途的治疗CSI的方法。本报告总结了6例AMB患者的重新定位和剂量学数据结果。方法。采用基于linac的VMAT进行完整的CSI和颅后窝照射,或肿瘤床增强照射,并进行评估。患者用两个热塑性口罩(头颈和腹部)固定为仰卧位。为了确保放射治疗(RT)期间的分数间再现性,在放射治疗之前和期间,每天对每个等中心进行单锥束CT (CBCT)扫描,并使用AlignRT®进行实时表面引导RT。记录三个平移轴(x =横向,y =纵向,z =垂直)的匹配值。结果。从2022年8月到2023年9月,6名AMB患者接受了CSI治疗:3名女性和3名男性,中位年龄为32岁(22-42岁)。所有病例均为典型MB, 4例为低风险,2例因转移性疾病被定义为高风险。所有患者均接受手术治疗;其中2例接受了全切除。低风险患者接受36 Gy的CSI治疗,并增加54 Gy,而高风险患者接受39 Gy的CSI治疗。在RT期间未观察到大于G2的显著毒性,仅有2例报告血小板计数下降。危害器官的剂量很低,是可以接受的。对心脏、肺、眼睛、胃和甲状腺的平均剂量分别为4.4 Gy、8.5 Gy、12 Gy、8.7 Gy和11 Gy。在重新定位数据方面,我们分析了124个CBCT扫描。在超过90%的病例中,研究人群在所有平移方向上的分数间CBCT平均值低于2毫米。结论。VMAT是一种简便有效的治疗AMB的方法。用面罩定位和固定(头、颈和腹部)可减少关节间运动。
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引用次数: 0
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Journal of Personalized Medicine
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