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Widening the scope for the burden of COVID-19 - Comorbidities and long COVID: an analysis of the three pandemic years in Luxembourg. 扩大COVID-19负担范围——合并症和长期COVID:对卢森堡三个大流行年的分析。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2025-01-01 DOI: 10.26355/eurrev_202501_37058
S Schmitz, D Alvarez-Vaca, J Weiss, S M Pires, S Masi, M Debacker, A Alkerwi

Objective: Burden of disease studies evaluate the direct impact of disease in terms of morbidity and premature mortality over a given time horizon. The objective of this study was to estimate the burden of COVID-19 in Luxembourg during the first three years of the pandemic, with a particular focus on methodologies applied to two areas of high uncertainty: post-acute consequences (PAC) of COVID-19 and the disparity of associated pathologies to COVID-19 deaths compared to other causes of deaths.

Materials and methods: Epidemiological monitoring data on screening, hospital admission, and mortality associated with COVID-19 were used to estimate disability-adjusted life years (DALYs). Years of Life lost due to premature death (YLL) estimates have been adjusted for the impact of comorbidity profiles from cause-of-death data using the Charlson Comorbidity Index (CCI). In the absence of a PAC-specific disability weight, a symptom-based approach using data from a national cohort study was applied and compared with alternative weights used in the literature. A one-by-one sensitivity analysis was performed to evaluate the uncertainty associated with each model parameter.

Results: The total burden of COVID-19, including PAC, over three years, was estimated at 17,801 DALYs, combining 14,903 YLLs and 2,898 YLDs (Years of Healthy Life lived with Disability). Comorbidity adjustment led to an average reduction of 9% in YLL estimates. Alternative choices for PAC led to an up to 3-fold increase in YLD compared to our base case estimates. Prevalence, disability weight, and duration of PAC were the most influential parameters identified in the sensitivity analysis.

Conclusions: The COVID-19 pandemic has produced a significant burden on the resident population in Luxembourg. Adjusting for comorbidities is an important step in assessing the burden of COVID-19. The uncertainty associated with PAC parameters has highlighted the need for further research to standardize the definition of the prevalence, duration, and severity of this condition. The suggested symptom-based approach presents a flexible option until PAC-specific disability weights are derived in the future.

目的:疾病负担研究评估疾病在一定时间范围内对发病率和过早死亡率的直接影响。本研究的目的是估计COVID-19在大流行的前三年在卢森堡的负担,特别关注适用于两个高度不确定领域的方法:COVID-19的急性后后果(PAC)和与其他死亡原因相比,COVID-19死亡的相关病理差异。材料和方法:使用与COVID-19相关的筛查、住院和死亡率的流行病学监测数据来估计残疾调整生命年(DALYs)。使用Charlson共病指数(CCI),根据死因数据中的共病概况的影响,对因过早死亡(YLL)导致的生命损失年数进行了调整。在缺乏pac特异性残疾体重的情况下,采用了一种基于症状的方法,使用了一项国家队列研究的数据,并与文献中使用的替代体重进行了比较。进行逐个敏感性分析以评估与每个模型参数相关的不确定性。结果:包括PAC在内的3年COVID-19总负担估计为17,801 DALYs,其中包括14,903 YLLs和2,898 YLDs(残疾健康生活年)。合并症调整导致YLL估计值平均降低9%。与我们的基本情况估计相比,PAC的替代选择导致YLD增加了3倍。在敏感性分析中,PAC的患病率、残疾体重和持续时间是影响最大的参数。结论:2019冠状病毒病大流行给卢森堡常住人口带来了重大负担。调整合并症是评估COVID-19负担的重要步骤。PAC参数的不确定性强调了进一步研究的必要性,以标准化该疾病的患病率、持续时间和严重程度的定义。建议的基于症状的方法是一种灵活的选择,直到未来获得pac特异性残疾权重。
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引用次数: 0
Association between exposure to pesticides and toxicity in humans: a review. 农药暴露与人体毒性的关系综述。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2025-01-01 DOI: 10.26355/eurrev_202501_37055
S de Castro Cardoso Toniasso, M C Borba Brum, F Lopes Dos Reis, V Calvi Sampaio, L Pereira da Silva, R Martins Pereira, J C Ferreira Bertoloto, E N Maraschin Klein, H Ullah Kassim, C Pereira Baldin, P G Riedel, R Boff da Costa, N D Suarez Uribe, D Silva Costa, D Joveleviths

Objective: Pesticide use is disseminated worldwide. It plays a major role in expanding agribusiness and poses a serious threat to the health of the population through various forms of exposure (nutritional, occupational, environmental). In this review, we summarize and evaluate the scientific evidence available on toxicity and pesticides in humans.

Materials and methods: We researched the databases of PubMed and Embase by combining a few search terms. Only studies on human beings of both sexes over 18 years of age were included, evaluating the toxicity of pesticides in human beings from 2010 to 2023. This systematic review was performed according to the guidelines of Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and Meta-Analysis of Observational Studies in Epidemiology (MOOSE). The protocol was registered in the International Prospective Register for Systematic Reviews (PROSPERO) with the number CRD42023408863 in April of 2023. The search strategy used to search for articles in PubMed was (("Pesticides"[Mesh]) AND "toxicity" [Subtitle]) NOT "Animals"[Mesh]).

Results: The electronic search produced 247 potentially relevant articles based on the search in the databases (PubMed/MEDLINE=187 and EMBASE=82). After the removal of the duplicates, 241 articles were identified. Additional research (until January 15, 2024) identified 2 studies. Fifteen articles were selected for review of the full text, and 9 articles were included.

Conclusions: This review identified that there is no gold standard or single biomarker for exposure to agricultural pesticides that can determine their toxicity, and it is indicated that tests and associated methods, as available, should be used for a careful anamnesis. It is also strongly suggested that damage to deoxyribonucleic acid (DNA) appears as an alternative for an early biomarker of alterations of agricultural pesticides in the human body.

目的:农药使用在世界范围内广泛传播。它在扩大农业综合企业方面发挥着重要作用,并通过各种形式的接触(营养、职业、环境)对人口的健康构成严重威胁。在这篇综述中,我们总结和评价了现有的关于人类毒性和农药的科学证据。材料与方法:结合几个检索词对PubMed和Embase数据库进行检索。仅纳入了对18岁以上男性和女性的研究,评估了2010年至2023年农药对人类的毒性。本系统评价按照系统评价和荟萃分析首选报告项目(PRISMA)和流行病学观察性研究荟萃分析(MOOSE)的指南进行。该方案已于2023年4月在国际前瞻性系统评价登记册(PROSPERO)上注册,编号为CRD42023408863。用于在PubMed中搜索文章的搜索策略是(“农药”[网格])和“毒性”[副标题])而不是“动物”[网格])。结果:电子检索产生247篇基于数据库检索的潜在相关文章(PubMed/MEDLINE=187, EMBASE=82)。去除重复后,鉴定出241篇文章。额外的研究(直到2024年1月15日)确定了2项研究。选取15篇文章进行全文审查,最终纳入9篇文章。结论:本综述指出,目前还没有确定农药毒性暴露的金标准或单一生物标志物,并指出,应使用现有的测试和相关方法进行仔细的回顾。这也强烈表明,脱氧核糖核酸(DNA)的损伤似乎是人体农业农药变化的早期生物标志物的替代方案。
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引用次数: 0
Major predictive factors for recurrence of CIN after treatment: an exploratory analysis towards a predictive model. CIN治疗后复发的主要预测因素:预测模型的探索性分析。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2025-01-01 DOI: 10.26355/eurrev_202501_37056
C Ricci, M Di Pumpo, N Nicolotti, G Capelli, G F Zannoni, M T Evangelista, G Scambia, R P De Vincenzo

Objective: Cervical cancer is known as one of the most common malignant tumors in the female population. It can be prevented by early detection and treatment of cervical intraepithelial neoplasia (CIN), which is a recognized precursor. Large Loop Excision of the Transformation Zone (LLETZ) has been widely applied with ideal therapeutic effects. However, 2-25% of patients with HSIL who are treated with LLETZ have been reported to have persistent/recurrent disease. Data about risk stratification and possible influencing factors for recurrence after treatment for CIN are present in the literature, but robust evidence is still lacking. We analyzed data from a well-defined and homogeneous cohort of patients treated for CIN in an Italian referral center for HPV disease to identify significant risk factors that could influence persistent/recurrent disease after treatment.

Patients and methods: We retrospectively collected and reviewed data from 255 patients treated for the first time for CIN in our University Hospital from January 2015 to December 2017 by LLETZ. Demographic data, smoking habits, colposcopy, pre-treatment and follow-up HPV testing, pre-treatment cytology, histology, and treatment histology were collected and analyzed, as well as data about follow-up visits up to date (5 years of maximum follow-up). A multiple logistic regression model was therefore developed to identify the factors that are more predictive of relapse. CIN relapse was recorded when applicable as the main outcome.

Results: As previously underlined by other studies in literature, our results confirmed that HPV positivity after treatment, end margin positivity, higher grading of the lesion at the margin, and smoking habit are significant risk factors for recurrence after treatment for CIN.

Conclusions: With a more and more tailored approach, a validated predictive tool based on the identified significant risk factors could be of great help in the improvement of guidelines and the follow-up of treated patients.

目的:宫颈癌是女性人群中最常见的恶性肿瘤之一。它可以通过早期发现和治疗宫颈上皮内瘤变(CIN)来预防,这是一种公认的前兆。大环切除转化区(Large Loop resection of the Transformation Zone, LLETZ)应用广泛,治疗效果理想。然而,2-25%接受LLETZ治疗的HSIL患者有持续性/复发性疾病。文献中有关于CIN治疗后复发的风险分层和可能影响因素的数据,但仍缺乏有力的证据。我们分析了在意大利一家HPV疾病转诊中心接受CIN治疗的患者的数据,以确定可能影响治疗后持续/复发疾病的重要危险因素。患者和方法:我们回顾性收集并回顾了2015年1月至2017年12月由LLETZ在我院医院首次治疗CIN的255例患者的资料。收集和分析人口统计资料、吸烟习惯、阴道镜检查、治疗前和随访的HPV检测、治疗前细胞学、组织学和治疗组织学,以及截至目前的随访数据(最长随访5年)。因此,开发了一个多逻辑回归模型来确定更能预测复发的因素。当适用时,记录CIN复发作为主要结局。结果:正如之前其他文献所强调的,我们的研究结果证实,治疗后HPV阳性、末缘阳性、边缘病变分级较高、吸烟习惯是CIN治疗后复发的重要危险因素。结论:随着方法越来越有针对性,一种基于识别出的显著危险因素的经过验证的预测工具对改进指南和治疗患者的随访有很大的帮助。
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引用次数: 0
Prediction of phenotypes by secretory biomarkers and machine learning in patients with chronic rhinosinusitis. 通过分泌生物标志物和机器学习预测慢性鼻窦炎患者的表型。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2025-01-01 DOI: 10.26355/eurrev_202501_37054
M Becker, A M Kist, O Wendler, V V Pesold, B S Bleier, S K Mueller

Objective: Chronic rhinosinusitis (CRS) has traditionally been classified phenotypically according to the presence (CRSwNP) or absence (CRSsNP) of nasal polyps. However, the phenotypic dichotomy does not represent the complexity of the disease. Current research thus focuses on identifying underlying inflammatory mechanisms and distinguishing different endotypes. The objectives of this study were 1) to identify maximally predictive non-invasive biomarkers from nasal mucus, 2) to apply machine learning algorithms to use mucus-derived biomarkers to classify phenotype, and 3) to determine the feature importance of each mucus biomarker to phenotypes.

Patients and methods: This is an IRB-approved study of 103 CRS patients (37 CRSsNP, 66 CRSwNP). Nasal mucus was collected using merocele sponges after a 3-week steroid washout period. The nasal mucus was then examined for twelve cytokines/inflammatory protein biomarkers, including interferon (IFN)-γ, interleukin (IL)-4, -5, -17A, -22, immunoglobulin (Ig) E, cystatin-SA (CST-2), eosinophilic cationic protein (ECP), matrix metalloproteinase-9 (MMP-9), pappalysin-A (PAPP-A), periostin, and serpin E1. Protein concentrations were determined by ELISAs and Luminex assays. For phenotype classification, different artificial intelligence algorithms in increasing complexity, including t-distributed stochastic neighbor embedding (t-SNE), Adaboost, and XGBoost, were applied to the data from the biomarker analysis.

Results: TThe analysis showed that IL-5 is a non-invasive marker to distinguish between the two phenotypic clusters. This was true for immune cell-derived proteins, and all proteins were analyzed conjointly. Periostin and CST-2 showed the highest feature importance for the epithelial- and tissue-derived proteins. The combination of IL-5, IgE, IL-17, and periostin showed the highest accuracy for prediction.

Conclusions: Nasal mucus can predict phenotypes similar to tissue, with IL-5 as the main trigger for clustering. Periostin and CST-2 may be part of important targetable pathways. Future efforts will be directed at determining how these markers may be used to guide therapeutic choices and individualize treatment.

目的:慢性鼻窦炎(CRS)传统上根据鼻息肉的存在(CRSwNP)或不存在(CRSsNP)进行表型分类。然而,表型的二分法并不代表疾病的复杂性。因此,目前的研究主要集中在识别潜在的炎症机制和区分不同的内啡肽类型。本研究的目的是1)从鼻粘液中识别出最具预测性的非侵入性生物标志物,2)应用机器学习算法使用黏液衍生的生物标志物对表型进行分类,以及3)确定每种黏液生物标志物对表型的特征重要性。患者和方法:这是一项irb批准的103例CRS患者(37例crssp, 66例CRSwNP)的研究。在类固醇洗脱期3周后,使用软膜海绵收集鼻粘液。然后检测鼻腔粘液中12种细胞因子/炎症蛋白生物标志物,包括干扰素(IFN)-γ、白细胞介素(IL)-4、-5、-17A、-22、免疫球蛋白(Ig) E、胱抑素- sa (CST-2)、嗜酸性阳离子蛋白(ECP)、基质金属蛋白酶-9 (MMP-9)、pappalysin-A (PAPP-A)、骨膜蛋白和丝氨酸蛋白酶E1。用elisa和Luminex法测定蛋白浓度。对于表型分类,不同的人工智能算法,包括t分布随机邻居嵌入(t-SNE), Adaboost和XGBoost,越来越复杂,应用于生物标志物分析的数据。结果:分析表明,IL-5是区分两种表型簇的非侵入性标志物。免疫细胞衍生蛋白也是如此,所有蛋白都被联合分析。骨膜蛋白和CST-2在上皮和组织源性蛋白中表现出最高的特征重要性。IL-5、IgE、IL-17和periostin联合预测的准确率最高。结论:鼻腔粘液可以预测与组织相似的表型,其中IL-5是聚类的主要触发因素。Periostin和CST-2可能是重要的靶向通路的一部分。未来的努力将集中在确定如何使用这些标记来指导治疗选择和个性化治疗。
{"title":"Prediction of phenotypes by secretory biomarkers and machine learning in patients with chronic rhinosinusitis.","authors":"M Becker, A M Kist, O Wendler, V V Pesold, B S Bleier, S K Mueller","doi":"10.26355/eurrev_202501_37054","DOIUrl":"10.26355/eurrev_202501_37054","url":null,"abstract":"<p><strong>Objective: </strong>Chronic rhinosinusitis (CRS) has traditionally been classified phenotypically according to the presence (CRSwNP) or absence (CRSsNP) of nasal polyps. However, the phenotypic dichotomy does not represent the complexity of the disease. Current research thus focuses on identifying underlying inflammatory mechanisms and distinguishing different endotypes. The objectives of this study were 1) to identify maximally predictive non-invasive biomarkers from nasal mucus, 2) to apply machine learning algorithms to use mucus-derived biomarkers to classify phenotype, and 3) to determine the feature importance of each mucus biomarker to phenotypes.</p><p><strong>Patients and methods: </strong>This is an IRB-approved study of 103 CRS patients (37 CRSsNP, 66 CRSwNP). Nasal mucus was collected using merocele sponges after a 3-week steroid washout period. The nasal mucus was then examined for twelve cytokines/inflammatory protein biomarkers, including interferon (IFN)-γ, interleukin (IL)-4, -5, -17A, -22, immunoglobulin (Ig) E, cystatin-SA (CST-2), eosinophilic cationic protein (ECP), matrix metalloproteinase-9 (MMP-9), pappalysin-A (PAPP-A), periostin, and serpin E1. Protein concentrations were determined by ELISAs and Luminex assays. For phenotype classification, different artificial intelligence algorithms in increasing complexity, including t-distributed stochastic neighbor embedding (t-SNE), Adaboost, and XGBoost, were applied to the data from the biomarker analysis.</p><p><strong>Results: </strong>TThe analysis showed that IL-5 is a non-invasive marker to distinguish between the two phenotypic clusters. This was true for immune cell-derived proteins, and all proteins were analyzed conjointly. Periostin and CST-2 showed the highest feature importance for the epithelial- and tissue-derived proteins. The combination of IL-5, IgE, IL-17, and periostin showed the highest accuracy for prediction.</p><p><strong>Conclusions: </strong>Nasal mucus can predict phenotypes similar to tissue, with IL-5 as the main trigger for clustering. Periostin and CST-2 may be part of important targetable pathways. Future efforts will be directed at determining how these markers may be used to guide therapeutic choices and individualize treatment.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"29 1","pages":"1-11"},"PeriodicalIF":3.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143254732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Prognostic factor and risk stratification in hepatocellular carcinoma: insights from Cox regression and Kaplan-Meier analysis in a male-dominated cohort. 肝细胞癌的预后因素和危险分层:来自男性为主队列的Cox回归和Kaplan-Meier分析的见解
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_37004
L C Nguyen, D T M Luu, H T N Doan, N M Nguyen, H T T Nguyen, T T Pham, N B Pham, T P Le, T T Nguyen, H V Nguyen

Objective: Hepatocellular carcinoma (HCC) is a significant cause of morbidity and mortality worldwide. This study aims to comprehensively evaluate the prognostic factors influencing survival in patients diagnosed with HCC.

Patients and methods: This is a cross-sectional study aimed at identifying prognostic factors in HCC using Cox regression and Kaplan-Meier analysis. A cohort of 364 predominantly male HCC patients with a mean age of 61.6 ± 10.9 years was analyzed.

Results: Significant risk factors for mortality included HCV infection, alcoholism, elevated alpha-fetoprotein (AFP) and protein induced by vitamin K absence or antagonist-II (PIVKA) II levels, and a Child-Pugh score of 8. HCV-positive patients had a hazard ratio (HR) of 2.25. Average survival time was 32.99 ± 31.64 months, with 1, 2, and 3-year survival rates of 73.6%, 44.5%, and 31.3%, respectively. Patients with PIVKA-II levels ≤ 125 mAU/mL had a significantly higher 50% chance of surviving 42 months. Patients with the Barcelona clinic liver cancer (BCLC) stage B1 displayed a higher survival rate, except at the 24-month time point, with BCLC A and B1 groups showing survival rates exceeding 80% in the first year.

Conclusions: The findings provide valuable insights into the prognostic implications and risk stratification in HCC, facilitating personalized treatment decisions and potentially improving patient outcomes.

目的:肝细胞癌(HCC)是世界范围内发病率和死亡率的重要原因。本研究旨在综合评价影响HCC患者生存的预后因素。患者和方法:这是一项旨在利用Cox回归和Kaplan-Meier分析确定HCC预后因素的横断面研究。我们分析了364例HCC患者,主要为男性,平均年龄为61.6±10.9岁。结果:死亡率的重要危险因素包括HCV感染、酒精中毒、甲胎蛋白(AFP)和维生素K缺乏或拮抗剂II (PIVKA) II水平引起的蛋白升高,Child-Pugh评分为8分。hcv阳性患者的危险比(HR)为2.25。平均生存时间为32.99±31.64个月,1年、2年、3年生存率分别为73.6%、44.5%、31.3%。PIVKA-II水平≤125 mAU/mL的患者存活42个月的几率明显高于50%。除24个月外,巴塞罗那临床肝癌(BCLC) B1期患者的生存率更高,BCLC a组和B1组在第一年的生存率超过80%。结论:这些发现为HCC的预后意义和风险分层提供了有价值的见解,促进了个性化的治疗决策,并有可能改善患者的预后。
{"title":"Prognostic factor and risk stratification in hepatocellular carcinoma: insights from Cox regression and Kaplan-Meier analysis in a male-dominated cohort.","authors":"L C Nguyen, D T M Luu, H T N Doan, N M Nguyen, H T T Nguyen, T T Pham, N B Pham, T P Le, T T Nguyen, H V Nguyen","doi":"10.26355/eurrev_202412_37004","DOIUrl":"https://doi.org/10.26355/eurrev_202412_37004","url":null,"abstract":"<p><strong>Objective: </strong>Hepatocellular carcinoma (HCC) is a significant cause of morbidity and mortality worldwide. This study aims to comprehensively evaluate the prognostic factors influencing survival in patients diagnosed with HCC.</p><p><strong>Patients and methods: </strong>This is a cross-sectional study aimed at identifying prognostic factors in HCC using Cox regression and Kaplan-Meier analysis. A cohort of 364 predominantly male HCC patients with a mean age of 61.6 ± 10.9 years was analyzed.</p><p><strong>Results: </strong>Significant risk factors for mortality included HCV infection, alcoholism, elevated alpha-fetoprotein (AFP) and protein induced by vitamin K absence or antagonist-II (PIVKA) II levels, and a Child-Pugh score of 8. HCV-positive patients had a hazard ratio (HR) of 2.25. Average survival time was 32.99 ± 31.64 months, with 1, 2, and 3-year survival rates of 73.6%, 44.5%, and 31.3%, respectively. Patients with PIVKA-II levels ≤ 125 mAU/mL had a significantly higher 50% chance of surviving 42 months. Patients with the Barcelona clinic liver cancer (BCLC) stage B1 displayed a higher survival rate, except at the 24-month time point, with BCLC A and B1 groups showing survival rates exceeding 80% in the first year.</p><p><strong>Conclusions: </strong>The findings provide valuable insights into the prognostic implications and risk stratification in HCC, facilitating personalized treatment decisions and potentially improving patient outcomes.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 24","pages":"4701-4711"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142921231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Retraction Note: Performance improvement in sport through vitamin D - a narrative review. 撤回注:通过维生素D提高运动成绩——一篇叙述性综述。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_37000
K Weiss, A Devrim-Lanpir, Z Jastrzębski, P T Nikolaidis, L Hill, B Knechtle

The article "Performance improvement in sport through vitamin D - a narrative review" by K. Weiss, A. Devrim-Lanpir, Z. Jastrzębski, P.T. Nikolaidis, L. Hill, B. Knechtle, published Eur Rev Med Pharmacol Sci 2022; 26 (21): 7756-7770-DOI: 10.26355/eurrev_202211_30124-PMID: 36394723 has been retracted by the Editor in Chief. This decision follows concerns of potential plagiarism with the following article "Plausible ergogenic effects of vitamin D on athletic performance and recovery", raised by third parties, prompting the journal to conduct an investigation. The investigation determined that, although the original manuscript was cited in the references (ref. 23), the paraphrasing was excessively similar to the original text, constituting plagiarism. The authors were notified of the investigation but were unable to provide a satisfactory explanation to address these concerns. Consequently, the Editor in Chief has decided to retract the article. The authors have been informed about this retraction. This article has been retracted. The Publisher apologizes for any inconvenience this may cause. https://www.europeanreview.org/article/30124.

K. Weiss, a . Devrim-Lanpir, Z. Jastrzębski, P.T. Nikolaidis, L. Hill, B. Knechtle的文章“通过维生素D提高运动表现-叙述回顾”,发表于Eur Rev Med Pharmacol Sci 2022;26 (21): 7756-7770-DOI: 10.26355/eurrev_202211_30124-PMID: 36394723已被主编撤回。这一决定是基于第三方对以下文章“维生素D对运动表现和恢复的似是而非的人体效应”的潜在抄袭的担忧,促使该杂志进行了调查。调查确定,虽然在参考文献中引用了原稿(参考文献23),但其释义与原文过于相似,构成抄袭。提交人收到了调查的通知,但无法提供令人满意的解释来解决这些问题。因此,总编辑决定撤回这篇文章。作者已被告知此次撤稿。这篇文章已被撤回。对于由此造成的任何不便,出版商深表歉意。https://www.europeanreview.org/article/30124。
{"title":"Retraction Note: Performance improvement in sport through vitamin D - a narrative review.","authors":"K Weiss, A Devrim-Lanpir, Z Jastrzębski, P T Nikolaidis, L Hill, B Knechtle","doi":"10.26355/eurrev_202412_37000","DOIUrl":"10.26355/eurrev_202412_37000","url":null,"abstract":"<p><p>The article \"Performance improvement in sport through vitamin D - a narrative review\" by K. Weiss, A. Devrim-Lanpir, Z. Jastrzębski, P.T. Nikolaidis, L. Hill, B. Knechtle, published Eur Rev Med Pharmacol Sci 2022; 26 (21): 7756-7770-DOI: 10.26355/eurrev_202211_30124-PMID: 36394723 has been retracted by the Editor in Chief. This decision follows concerns of potential plagiarism with the following article \"Plausible ergogenic effects of vitamin D on athletic performance and recovery\", raised by third parties, prompting the journal to conduct an investigation. The investigation determined that, although the original manuscript was cited in the references (ref. 23), the paraphrasing was excessively similar to the original text, constituting plagiarism. The authors were notified of the investigation but were unable to provide a satisfactory explanation to address these concerns. Consequently, the Editor in Chief has decided to retract the article. The authors have been informed about this retraction. This article has been retracted. The Publisher apologizes for any inconvenience this may cause. https://www.europeanreview.org/article/30124.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 24","pages":"4680"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142921239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Predictive factors for lack of neurological improvement in acute stroke patients without large vessel occlusion treated with low-dose thrombolysis and screened with 3T MRI. 接受低剂量溶栓治疗并通过 3T 磁共振成像筛查的无大血管闭塞的急性中风患者神经功能无改善的预测因素。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_36975
S Q Huynh, C C Tran, T T H Nguyen, H M Le, B T Nguyen, T M Ngo, T M Le, D M Nguyen

Objective: The study evaluated the lack of neurological improvement and the factors influencing it in patients with acute ischemic stroke (AIS) without major arterial occlusion.

Patients and methods: A cross-sectional study was conducted on patients diagnosed with acute ischemic stroke without significant occlusion of major arteries, with imaging evidence from 3-tesla magnetic resonance imaging (MRI) scans at the S.I.S Hospital in Can Tho, Vietnam, from 2019 to 2023. Eligible patients received treatment with low-dose alteplase (a single dose of 0.6 mg/kg).

Results: Among the 268 patients included in the study, a significant improvement in neurological function was observed in 195 patients (72.8%) [modified Rankin Scale (mRS): 0-1 points], while 73 patients (27.2%) demonstrated little or no improvement after 3 months of treatment. There were no recorded fatalities during the study period. Female patients accounted for 35.8% of the total sample. The average age of the participants was 62.9 years. The multivariate regression analysis identified several predictive factors associated with the risk of lack of improvement after 3 months, including advanced age, higher National Institute of Health Stroke Scale (NIHSS) scores, elevated blood glycemia levels (mmol/L), and elevated high-sensitive (hs) troponin I levels (ng/mL) (p < 0.05). Glycemia and hs troponin I levels were identified as biomarkers for predicting outcomes after ischemic stroke. No evidence was found linking sex, a history of chronic illness, and a lack of improvement.

Conclusions: Predicting prognostic factors for lack of neurological improvement will assist neurologists in developing personalized treatment plans for patients, reducing complications, and promoting patient recovery.

研究目的本研究评估了无主要动脉闭塞的急性缺血性卒中(AIS)患者神经功能无改善的情况及其影响因素:这项横断面研究的对象是2019年至2023年期间在越南芹苴市S.I.S医院确诊为急性缺血性中风且无主要动脉明显闭塞的患者,其影像学证据来自3特斯拉磁共振成像(MRI)扫描。符合条件的患者接受低剂量阿替普酶治疗(单次剂量为 0.6 毫克/千克):在参与研究的 268 名患者中,195 名患者(72.8%)的神经功能明显改善[修改后的 Rankin 量表(mRS):0-1 分],而 73 名患者(27.2%)在治疗 3 个月后几乎没有改善。研究期间没有死亡记录。女性患者占样本总数的 35.8%。参与者的平均年龄为 62.9 岁。多变量回归分析确定了几个与 3 个月后病情无改善风险相关的预测因素,包括高龄、美国国立卫生研究院卒中量表(NIHSS)评分较高、血糖水平(mmol/L)升高和高敏(hs)肌钙蛋白 I 水平(ng/mL)升高(p < 0.05)。血糖和高敏感肌钙蛋白 I 水平被确定为预测缺血性中风后预后的生物标志物。没有证据表明性别、慢性病史与病情无改善有关:预测神经功能无改善的预后因素将有助于神经科医生为患者制定个性化治疗方案、减少并发症并促进患者康复。
{"title":"Predictive factors for lack of neurological improvement in acute stroke patients without large vessel occlusion treated with low-dose thrombolysis and screened with 3T MRI.","authors":"S Q Huynh, C C Tran, T T H Nguyen, H M Le, B T Nguyen, T M Ngo, T M Le, D M Nguyen","doi":"10.26355/eurrev_202412_36975","DOIUrl":"https://doi.org/10.26355/eurrev_202412_36975","url":null,"abstract":"<p><strong>Objective: </strong>The study evaluated the lack of neurological improvement and the factors influencing it in patients with acute ischemic stroke (AIS) without major arterial occlusion.</p><p><strong>Patients and methods: </strong>A cross-sectional study was conducted on patients diagnosed with acute ischemic stroke without significant occlusion of major arteries, with imaging evidence from 3-tesla magnetic resonance imaging (MRI) scans at the S.I.S Hospital in Can Tho, Vietnam, from 2019 to 2023. Eligible patients received treatment with low-dose alteplase (a single dose of 0.6 mg/kg).</p><p><strong>Results: </strong>Among the 268 patients included in the study, a significant improvement in neurological function was observed in 195 patients (72.8%) [modified Rankin Scale (mRS): 0-1 points], while 73 patients (27.2%) demonstrated little or no improvement after 3 months of treatment. There were no recorded fatalities during the study period. Female patients accounted for 35.8% of the total sample. The average age of the participants was 62.9 years. The multivariate regression analysis identified several predictive factors associated with the risk of lack of improvement after 3 months, including advanced age, higher National Institute of Health Stroke Scale (NIHSS) scores, elevated blood glycemia levels (mmol/L), and elevated high-sensitive (hs) troponin I levels (ng/mL) (p < 0.05). Glycemia and hs troponin I levels were identified as biomarkers for predicting outcomes after ischemic stroke. No evidence was found linking sex, a history of chronic illness, and a lack of improvement.</p><p><strong>Conclusions: </strong>Predicting prognostic factors for lack of neurological improvement will assist neurologists in developing personalized treatment plans for patients, reducing complications, and promoting patient recovery.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 23","pages":"4646-4655"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142834839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A monoamine oxidase B inhibitor altered gene expression of catalytically active dual-specificity phosphatases in human oral gingival keratinocytes. 单胺氧化酶B抑制剂改变了人口腔牙龈角质形成细胞中催化活性双特异性磷酸酶的基因表达。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_37002
M Ostadkarampour, E E Putnins

Objective: Monoamine oxidase (MAO) inhibitors reduce inflammation in a number of in vitro and in vivo models. This finding led to the development of a novel MAO-B selective inhibitor (RG0216) designed to reduce blood-brain barrier penetration. To elucidate RG0216's regulatory role in inflammation-relevant signaling pathways, we employed a transcriptome analytic approach to identify genes that are differentially regulated by RG0216 and then globally identified which inflammation-relevant biological signaling pathways were altered by this drug.

Material and methods: Primary human gingival keratinocyte (HGK) cells were treated with RG0216, and RNA was extracted (4 h). RNAseq transcriptome analysis was utilized to identify differentially expressed genes (DEGs), while Gene Ontology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were used to identify significantly enriched biological pathways. Relevant genes associated with these pathways and RG0216 regulation of Porphyromonnas gingivalis lipopolysaccharide (PgLPS)-induced cytokine/chemokine expression were evaluated using the real-time quantitative reverse-transcription polymerase chain reaction (RT-qPCR) approach.

Results: RG0216 significantly altered the expression of 50 DEGs in HGK cells. Using GO and KEGG analytic approaches, these genes were associated with the biological pathways relevant to mitogen-activated protein kinase (MAPK) and MAPK phosphatases. These phosphatases are part of the 10-member catalytically active dual-specificity phosphatase (DUSP) family. RG0216 induced the expression of DUSP10, reduced the expression of DUSP4 and DUSP6, and decreased IL-6 and IL-8 expression in control and PgLPS-stimulated cultures.

Conclusions: In HGK cells, a novel MAO-B inhibitor (RG0216) significantly altered DUSP4, DUSP6, and DUSP10 expression. DUSPs play a regulatory role in MAPK activity and, therefore, can alter cellular inflammatory responses. We found that RG0216 inhibited IL-6 and IL-8 expression. Further studies are planned to examine RG0216's regulatory role in DUSP expression and its impact on the regulation of cytokine/chemokine expression.

目的:单胺氧化酶(MAO)抑制剂在许多体外和体内模型中减轻炎症。这一发现导致了一种新的MAO-B选择性抑制剂(RG0216)的开发,旨在降低血脑屏障的渗透。为了阐明RG0216在炎症相关信号通路中的调节作用,我们采用转录组分析方法鉴定受RG0216差异调节的基因,然后在全球范围内鉴定出哪些炎症相关的生物信号通路被该药物改变。材料和方法:用RG0216处理原代人牙龈角质形成细胞(HGK)细胞,提取RNA (4 h)。利用RNAseq转录组分析鉴定差异表达基因(DEGs),利用基因本体(GO)和京都基因与基因组百科全书(KEGG)分析鉴定显著富集的生物通路。采用实时定量逆转录聚合酶链反应(RT-qPCR)方法评估与这些途径相关的相关基因和RG0216调控牙龈卟啉单胞菌脂多糖(PgLPS)诱导的细胞因子/趋化因子表达。结果:RG0216显著改变HGK细胞50 DEGs的表达。使用GO和KEGG分析方法,这些基因与丝裂原活化蛋白激酶(MAPK)和MAPK磷酸酶相关的生物学途径相关。这些磷酸酶是10成员催化活性双特异性磷酸酶(DUSP)家族的一部分。RG0216诱导DUSP10的表达,降低DUSP4和DUSP6的表达,降低IL-6和IL-8在对照和pglps刺激培养中的表达。结论:在HGK细胞中,一种新的MAO-B抑制剂(RG0216)显著改变了DUSP4、DUSP6和DUSP10的表达。dusp在MAPK活性中起调节作用,因此可以改变细胞炎症反应。我们发现RG0216抑制IL-6和IL-8的表达。我们计划进一步研究RG0216对DUSP表达的调控作用及其对细胞因子/趋化因子表达的调控作用。
{"title":"A monoamine oxidase B inhibitor altered gene expression of catalytically active dual-specificity phosphatases in human oral gingival keratinocytes.","authors":"M Ostadkarampour, E E Putnins","doi":"10.26355/eurrev_202412_37002","DOIUrl":"https://doi.org/10.26355/eurrev_202412_37002","url":null,"abstract":"<p><strong>Objective: </strong>Monoamine oxidase (MAO) inhibitors reduce inflammation in a number of in vitro and in vivo models. This finding led to the development of a novel MAO-B selective inhibitor (RG0216) designed to reduce blood-brain barrier penetration. To elucidate RG0216's regulatory role in inflammation-relevant signaling pathways, we employed a transcriptome analytic approach to identify genes that are differentially regulated by RG0216 and then globally identified which inflammation-relevant biological signaling pathways were altered by this drug.</p><p><strong>Material and methods: </strong>Primary human gingival keratinocyte (HGK) cells were treated with RG0216, and RNA was extracted (4 h). RNAseq transcriptome analysis was utilized to identify differentially expressed genes (DEGs), while Gene Ontology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were used to identify significantly enriched biological pathways. Relevant genes associated with these pathways and RG0216 regulation of Porphyromonnas gingivalis lipopolysaccharide (PgLPS)-induced cytokine/chemokine expression were evaluated using the real-time quantitative reverse-transcription polymerase chain reaction (RT-qPCR) approach.</p><p><strong>Results: </strong>RG0216 significantly altered the expression of 50 DEGs in HGK cells. Using GO and KEGG analytic approaches, these genes were associated with the biological pathways relevant to mitogen-activated protein kinase (MAPK) and MAPK phosphatases. These phosphatases are part of the 10-member catalytically active dual-specificity phosphatase (DUSP) family. RG0216 induced the expression of DUSP10, reduced the expression of DUSP4 and DUSP6, and decreased IL-6 and IL-8 expression in control and PgLPS-stimulated cultures.</p><p><strong>Conclusions: </strong>In HGK cells, a novel MAO-B inhibitor (RG0216) significantly altered DUSP4, DUSP6, and DUSP10 expression. DUSPs play a regulatory role in MAPK activity and, therefore, can alter cellular inflammatory responses. We found that RG0216 inhibited IL-6 and IL-8 expression. Further studies are planned to examine RG0216's regulatory role in DUSP expression and its impact on the regulation of cytokine/chemokine expression.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 24","pages":"4681-4690"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142921192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Smoking-related complications in foot and ankle surgery: a systematic review. 足部和踝关节手术中吸烟相关并发症:一项系统综述。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_37003
S Pour Jafar, R Garibaldi, A Seidel, S Soares

Objective: The detrimental effects of cigarette smoking on overall health are well-documented, with nicotine and carbon monoxide contributing to peripheral vasoconstriction and impaired oxygen delivery to tissues. This study reviews the impact of smoking on wound and bone healing, specifically in foot and ankle surgery, given its significant role as a modifiable risk factor for complications in orthopedic procedures.

Materials and methods: A systematic literature review was conducted in May 2024 following PRISMA guidelines. An electronic search of PubMed was performed using keywords related to smoking and wound complications in foot and ankle surgery. Inclusion criteria were studies published in English from 1993 to May 2024 focusing on orthopedic procedures. After screening 28 studies, six relevant articles were selected, comprising literature reviews, retrospective studies, and comparative series.

Results: The review highlights that smoking, including smokeless tobacco, significantly increases the risk of complications in foot and ankle surgeries. Smokers show markedly higher rates of non-union, wound infections, and delayed bone healing compared to non-smokers. For instance, smokers exhibit a 14.8% wound infection rate and higher rates of malunion and non-union, with 14.5% vs. 6.7% in non-smokers. Elective procedures such as total ankle replacement (TAR) also show worse outcomes for smokers, including increased infection rates and poorer functional scores. Conversely, smoking's impact on amputation procedures is less pronounced, although complications remain significant in patients with comorbid conditions.

Conclusions: This review underscores the severe impact of smoking on surgical outcomes in foot and ankle procedures. Smoking cessation before surgery has demonstrated substantial benefits, including reduced infection rates and improved healing. Preoperative counseling and smoking cessation programs are crucial for optimizing patient outcomes, and a multidisciplinary approach should be considered to enhance therapeutic strategies. Future studies should focus on refining smoking cessation guidelines and exploring new tobacco alternatives.

目的:吸烟对整体健康的有害影响是有据可查的,尼古丁和一氧化碳会导致周围血管收缩和组织氧气输送受损。本研究回顾了吸烟对伤口和骨愈合的影响,特别是在足部和踝关节手术中,吸烟是骨科手术并发症的一个可改变的危险因素。材料和方法:根据PRISMA指南,于2024年5月进行了系统的文献综述。使用与吸烟和足部和踝关节手术伤口并发症相关的关键词对PubMed进行电子搜索。纳入标准是1993年至2024年5月以英文发表的关于骨科手术的研究。在筛选28项研究后,选择6篇相关文章,包括文献综述、回顾性研究和比较系列。结果:该综述强调,吸烟,包括无烟烟草,显著增加足部和踝关节手术并发症的风险。与不吸烟者相比,吸烟者的骨不愈合、伤口感染和骨愈合延迟的发生率明显更高。例如,吸烟者的伤口感染率为14.8%,不愈合和不愈合的发生率更高,而不吸烟者为14.5%,而不吸烟者为6.7%。选择性手术如全踝关节置换术(TAR)对吸烟者也显示出更差的结果,包括感染率增加和功能评分较差。相反,吸烟对截肢手术的影响不太明显,尽管在有合并症的患者中并发症仍然很严重。结论:本综述强调了吸烟对足部和踝关节手术结果的严重影响。手术前戒烟已经证明了巨大的好处,包括降低感染率和改善愈合。术前咨询和戒烟计划对优化患者预后至关重要,应考虑多学科方法来加强治疗策略。未来的研究应侧重于完善戒烟指南和探索新的烟草替代品。
{"title":"Smoking-related complications in foot and ankle surgery: a systematic review.","authors":"S Pour Jafar, R Garibaldi, A Seidel, S Soares","doi":"10.26355/eurrev_202412_37003","DOIUrl":"https://doi.org/10.26355/eurrev_202412_37003","url":null,"abstract":"<p><strong>Objective: </strong>The detrimental effects of cigarette smoking on overall health are well-documented, with nicotine and carbon monoxide contributing to peripheral vasoconstriction and impaired oxygen delivery to tissues. This study reviews the impact of smoking on wound and bone healing, specifically in foot and ankle surgery, given its significant role as a modifiable risk factor for complications in orthopedic procedures.</p><p><strong>Materials and methods: </strong>A systematic literature review was conducted in May 2024 following PRISMA guidelines. An electronic search of PubMed was performed using keywords related to smoking and wound complications in foot and ankle surgery. Inclusion criteria were studies published in English from 1993 to May 2024 focusing on orthopedic procedures. After screening 28 studies, six relevant articles were selected, comprising literature reviews, retrospective studies, and comparative series.</p><p><strong>Results: </strong>The review highlights that smoking, including smokeless tobacco, significantly increases the risk of complications in foot and ankle surgeries. Smokers show markedly higher rates of non-union, wound infections, and delayed bone healing compared to non-smokers. For instance, smokers exhibit a 14.8% wound infection rate and higher rates of malunion and non-union, with 14.5% vs. 6.7% in non-smokers. Elective procedures such as total ankle replacement (TAR) also show worse outcomes for smokers, including increased infection rates and poorer functional scores. Conversely, smoking's impact on amputation procedures is less pronounced, although complications remain significant in patients with comorbid conditions.</p><p><strong>Conclusions: </strong>This review underscores the severe impact of smoking on surgical outcomes in foot and ankle procedures. Smoking cessation before surgery has demonstrated substantial benefits, including reduced infection rates and improved healing. Preoperative counseling and smoking cessation programs are crucial for optimizing patient outcomes, and a multidisciplinary approach should be considered to enhance therapeutic strategies. Future studies should focus on refining smoking cessation guidelines and exploring new tobacco alternatives.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 24","pages":"4691-4700"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142921259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Evaluation of machine learning algorithms and computational structural validation of CYP2D6 in predicting the therapeutic response to tamoxifen in breast cancer. 机器学习算法的评估和CYP2D6的计算结构验证预测乳腺癌对他莫昔芬的治疗反应。
IF 3.3 4区 医学 Q1 Medicine Pub Date : 2024-12-01 DOI: 10.26355/eurrev_202412_37005
K Sridharan, K Sekaran, C George Priya Doss

Objective: CYP2D6 plays a critical role in metabolizing tamoxifen into its active metabolite, endoxifen, which is crucial for its therapeutic effect in estrogen receptor-positive breast cancer. Single nucleotide polymorphisms (SNPs) in the CYP2D6 gene can affect enzyme activity and thus impact tamoxifen efficacy. This study aimed to use machine learning algorithms (MLAs) to identify significant predictors of Breast Cancer-Free Interval (BCFI) and to apply bioinformatics tools to investigate the structural and functional implications of CYP2D6 SNPs.

Patients and methods: The study utilized data from 4,974 breast cancer patients recruited by the International Tamoxifen Pharmacogenomics Consortium (ITPC), focusing on 898 patients with available BCFI data. Predictors included age, ethnicity, menopausal status, breast cancer grade, CYP2D6 genotype, and BCFI. An ensemble MLA model was developed, incorporating regression, CHAID, artificial neural networks (ANN), and classification and regression trees (CART). Bioinformatics tools, such as STRING-DB and GEPIA2, were used to analyze protein-protein interactions and survival data related to CYP2D6.

Results: The ensemble model identified age and CYP2D6 genotypes as significant predictors of BCFI. The mean prediction error for the training and testing cohorts was 13.8 and 40.2 days, respectively. Bioinformatics analysis revealed reduced CYP2D6 functional activity associated with decreased survival, and Kaplan-Meier analysis demonstrated that lower CYP2D6 expression significantly reduced survival rates.

Conclusions: This study highlights the utility of MLAs in identifying key predictors of tamoxifen response and the value of bioinformatics in understanding CYP2D6's role in breast cancer outcomes. Personalized treatment approaches based on CYP2D6 metabolizer status could enhance tamoxifen therapy effectiveness.

目的:CYP2D6在他莫昔芬代谢为其活性代谢物endoxifen的过程中起关键作用,对其治疗雌激素受体阳性乳腺癌的疗效至关重要。CYP2D6基因的单核苷酸多态性(snp)可以影响酶的活性,从而影响他莫昔芬的疗效。本研究旨在利用机器学习算法(MLAs)识别乳腺癌无癌间隔(BCFI)的重要预测因子,并应用生物信息学工具研究CYP2D6 snp的结构和功能意义。患者和方法:该研究利用了国际他莫昔芬药物基因组学联盟(ITPC)招募的4,974名乳腺癌患者的数据,重点关注898名具有BCFI数据的患者。预测因素包括年龄、种族、绝经状态、乳腺癌分级、CYP2D6基因型和BCFI。建立了一个集成了回归、CHAID、人工神经网络(ANN)和分类回归树(CART)的集成MLA模型。使用生物信息学工具,如STRING-DB和GEPIA2,分析与CYP2D6相关的蛋白-蛋白相互作用和存活数据。结果:集合模型确定年龄和CYP2D6基因型是BCFI的重要预测因子。训练组和测试组的平均预测误差分别为13.8天和40.2天。生物信息学分析显示CYP2D6功能活性降低与生存率降低相关,Kaplan-Meier分析显示CYP2D6表达降低显著降低生存率。结论:本研究强调了MLAs在确定他莫昔芬反应的关键预测因素方面的效用,以及生物信息学在了解CYP2D6在乳腺癌预后中的作用方面的价值。基于CYP2D6代谢状态的个性化治疗方法可以提高他莫昔芬的治疗效果。
{"title":"Evaluation of machine learning algorithms and computational structural validation of CYP2D6 in predicting the therapeutic response to tamoxifen in breast cancer.","authors":"K Sridharan, K Sekaran, C George Priya Doss","doi":"10.26355/eurrev_202412_37005","DOIUrl":"https://doi.org/10.26355/eurrev_202412_37005","url":null,"abstract":"<p><strong>Objective: </strong>CYP2D6 plays a critical role in metabolizing tamoxifen into its active metabolite, endoxifen, which is crucial for its therapeutic effect in estrogen receptor-positive breast cancer. Single nucleotide polymorphisms (SNPs) in the CYP2D6 gene can affect enzyme activity and thus impact tamoxifen efficacy. This study aimed to use machine learning algorithms (MLAs) to identify significant predictors of Breast Cancer-Free Interval (BCFI) and to apply bioinformatics tools to investigate the structural and functional implications of CYP2D6 SNPs.</p><p><strong>Patients and methods: </strong>The study utilized data from 4,974 breast cancer patients recruited by the International Tamoxifen Pharmacogenomics Consortium (ITPC), focusing on 898 patients with available BCFI data. Predictors included age, ethnicity, menopausal status, breast cancer grade, CYP2D6 genotype, and BCFI. An ensemble MLA model was developed, incorporating regression, CHAID, artificial neural networks (ANN), and classification and regression trees (CART). Bioinformatics tools, such as STRING-DB and GEPIA2, were used to analyze protein-protein interactions and survival data related to CYP2D6.</p><p><strong>Results: </strong>The ensemble model identified age and CYP2D6 genotypes as significant predictors of BCFI. The mean prediction error for the training and testing cohorts was 13.8 and 40.2 days, respectively. Bioinformatics analysis revealed reduced CYP2D6 functional activity associated with decreased survival, and Kaplan-Meier analysis demonstrated that lower CYP2D6 expression significantly reduced survival rates.</p><p><strong>Conclusions: </strong>This study highlights the utility of MLAs in identifying key predictors of tamoxifen response and the value of bioinformatics in understanding CYP2D6's role in breast cancer outcomes. Personalized treatment approaches based on CYP2D6 metabolizer status could enhance tamoxifen therapy effectiveness.</p>","PeriodicalId":12152,"journal":{"name":"European review for medical and pharmacological sciences","volume":"28 24","pages":"4712-4722"},"PeriodicalIF":3.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142921204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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European review for medical and pharmacological sciences
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