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Triple Silencing of HSP27, cFLIP, and CLU Genes Promotes the Sensitivity of Doxazosin-Induced Apoptosis in PC-3 Prostate Cancer Cells. 三重沉默 HSP27、cFLIP 和 CLU 基因可提高 PC-3 前列腺癌细胞对多沙唑嗪诱导凋亡的敏感性
Pub Date : 2024-02-21 DOI: 10.3390/medicines11030007
Jeong Man Cho, Sojung Sun, Eunji Im, Hyunwon Yang, Tag Keun Yoo

Background: This study investigated how the expression of heat shock protein 27 (HSP27), cellular FLICE-like inhibitory protein (cFLIP), and clusterin (CLU) affects the progression of cancer cells and their susceptibility to doxazosin-induced apoptosis. By silencing each of these genes individually, their effect on prostate cancer cell viability after doxazosin treatment was investigated. Methods: PC-3 prostate cancer cells were cultured and then subjected to gene silencing using siRNA targeting HSP27, cFLIP, and CLU, either individually, in pairs, or all together. Cells were then treated with doxazosin at various concentrations and their viability was assessed by MTT assay. Results: The study found that silencing the CLU gene in PC-3 cells significantly reduced cell viability after treatment with 25 µM doxazosin. In addition, the dual silencing of cFLIP and CLU decreased cell viability at 10 µM doxazosin. Notably, silencing all three genes of HSP27, cFLIP, CLU was most effective and reduced cell viability even at a lower doxazosin concentration of 1 µM. Conclusions: Taken together, these findings suggest that the simultaneous silencing of HSP27, cFLIP, and CLU genes may be a potential strategy to promote apoptosis in prostate cancer cells, which could inform future research on treatments for malignant prostate cancer.

背景:本研究探讨了热休克蛋白27(HSP27)、细胞FLICE样抑制蛋白(cFLIP)和集束蛋白(CLU)的表达如何影响癌细胞的进展及其对多沙唑嗪诱导的细胞凋亡的敏感性。通过分别沉默这些基因,研究了它们对多沙唑嗪治疗后前列腺癌细胞存活率的影响。研究方法培养 PC-3 前列腺癌细胞,然后使用靶向 HSP27、cFLIP 和 CLU 的 siRNA 单独、成对或一起进行基因沉默。然后用不同浓度的多沙唑嗪处理细胞,并用 MTT 法评估其存活率。结果研究发现,在用 25 µM 多沙唑嗪处理 PC-3 细胞后,沉默 CLU 基因会显著降低细胞活力。此外,在 10 µM 多沙唑嗪浓度下,沉默 cFLIP 和 CLU 基因也会降低细胞活力。值得注意的是,沉默 HSP27、cFLIP 和 CLU 这三个基因最为有效,即使在 1 µM 的较低多沙唑嗪浓度下也能降低细胞活力。结论综上所述,这些研究结果表明,同时沉默 HSP27、cFLIP 和 CLU 基因可能是促进前列腺癌细胞凋亡的一种潜在策略,可为未来治疗恶性前列腺癌的研究提供参考。
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引用次数: 0
ADME Gene-Related Pharmacogenomic Labeling of FDA-Approved Drugs: Comparison with Clinical Pharmacogenetics Implementation Consortium (CPIC) Evidence Levels. FDA 批准药物的 ADME 基因相关药物基因组标签:与临床药物遗传学实施联盟(CPIC)证据水平的比较。
Pub Date : 2024-02-20 DOI: 10.3390/medicines11030006
Subrata Deb, Robert Hopefl, Anthony Allen Reeves, Dena Cvetkovic

Pharmacogenomics (PGx) can facilitate the transition to patient-specific drug regimens and thus improve their efficacy and reduce toxicity. The aim of this study was to evaluate the overlap of PGx classification for drug absorption, distribution, metabolism, and elimination (ADME)-related genes in the U.S. Food and Drug Administration (FDA) PGx labeling and in the Clinical Pharmacogenetics Implementation Consortium (CPIC) database. FDA-approved drugs and PGx labeling for ADME genes were identified in the CPIC database. Drugs were filtered by their association with ADME (pharmacokinetics)-related genes, PGx FDA labeling class, and CPIC evidence level. FDA PGx labeling was classified as either actionable, informative, testing recommended, or testing required, and varying CPIC evidence levels as either A, B, C, or D. From a total of 442 ADME and non-ADME gene-drug pairs in the CPIC database, 273, 55, and 48 pairs were excluded for lack of FDA labeling, mixed CPIC evidence level provisional classification, and non-ADME gene-drug pairs, respectively. The 66 ADME gene-drug pairs were classified into the following categories: 10 (15%) informative, 49 (74%) actionable, 6 (9%) testing recommended, and 1 (2%) testing required. CYP2D6 was the most prevalent gene among the FDA PGx labeling. From the ADME gene-drug pairs with both FDA and CPIC PGx classification, the majority of the drugs were for depression, cancer, and pain medications. The ADME gene-drug pairs with FDA PGx labeling considerably overlap with CPIC classification; however, a large number of ADME gene-drug pairs have only CPIC evidence levels but not FDA classification. PGx actionable labeling was the most common classification, with CYP2D6 as the most prevalent ADME gene in the FDA PGx labeling. Health professionals can impact therapeutic outcomes via pharmacogenetic interventions by analyzing and reconciling the FDA labels and CPIC database.

药物基因组学(PGx)可以促进向患者特异性用药方案的过渡,从而提高疗效并降低毒性。本研究旨在评估美国食品药品管理局(FDA)PGx标签和临床药理遗传学实施联盟(CPIC)数据库中与药物吸收、分布、代谢和消除(ADME)相关基因的PGx分类重叠情况。在 CPIC 数据库中确定了 FDA 批准的药物和 PGx 标签中的 ADME 基因。根据药物与 ADME(药代动力学)相关基因的关联、PGx FDA 标签类别和 CPIC 证据级别对药物进行筛选。在 CPIC 数据库中总共 442 对 ADME 和非 ADME 基因药物配对中,分别有 273 对、55 对和 48 对因缺乏 FDA 标签、混合 CPIC 证据级别临时分类和非 ADME 基因药物配对而被排除。这 66 对 ADME 基因-药物被分为以下几类:10对(15%)具有参考价值,49对(74%)具有可操作性,6对(9%)建议进行检测,1对(2%)需要进行检测。在 FDA PGx 标签中,CYP2D6 是最常见的基因。从具有 FDA 和 CPIC PGx 分类的 ADME 基因-药物配对来看,大多数药物用于抑郁症、癌症和止痛药。具有 FDA PGx 标签的 ADME 基因药物配对与 CPIC 分类有很大的重叠;但是,大量的 ADME 基因药物配对只有 CPIC 证据级别,而没有 FDA 分类。PGx 可操作标签是最常见的分类,CYP2D6 是 FDA PGx 标签中最常见的 ADME 基因。医疗专业人员可以通过分析和协调 FDA 标签和 CPIC 数据库,对药物遗传学干预的治疗效果产生影响。
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引用次数: 0
Can a Low-Phosphate Diet for Chronic Kidney Disease Treat Cancer? An Interdisciplinary Literature Review. 慢性肾病患者的低磷饮食能治疗癌症吗?跨学科文献综述。
Pub Date : 2024-01-30 DOI: 10.3390/medicines11020005
Ronald B Brown, Philip Bigelow

Background: Cancer therapeutics have a low success rate in clinical trials. An interdisciplinary approach is needed to translate basic, clinical, and remote fields of research knowledge into novel cancer treatments. Recent research has identified high dietary phosphate intake as a risk factor associated with cancer incidence. A model of tumor dynamics predicted that reducing phosphate levels sequestered in the tumor microenvironment could substantially reduce tumor size. Coincidently, a low-phosphate diet is already in use to help patients with chronic kidney disease manage high serum phosphate levels. Methods: A grounded-theory literature-review method was used to synthesize interdisciplinary findings from the basic and clinical sciences, including oncology, nephrology, nutritional epidemiology, and dietetic research on cancer. Results: Findings of tumor remission associated with fasting and a ketogenic diet, which lower intake of dietary phosphate, support the hypothesis that a low-phosphate diet will reduce levels of phosphate sequestered in the tumor microenvironment and reduce tumor size. Additionally, long-term effects of a low-phosphate diet may reverse dysregulated phosphate metabolism associated with tumorigenesis and prevent cancer recurrence. Conclusions: Evidence in this article provides the rationale to test a low-phosphate diet as a dietary intervention to reduce tumor size and lower risk of cancer recurrence.

背景:癌症疗法在临床试验中的成功率很低。要将基础、临床和远程研究领域的知识转化为新型癌症治疗方法,需要采用跨学科方法。最近的研究发现,膳食中磷酸盐摄入量高是与癌症发病率相关的一个风险因素。根据肿瘤动力学模型预测,降低螯合在肿瘤微环境中的磷酸盐水平可大幅缩小肿瘤体积。巧合的是,低磷酸盐饮食已被用于帮助慢性肾病患者控制高血清磷酸盐水平。研究方法采用基础理论文献综述法,综合基础科学和临床科学的跨学科研究成果,包括肿瘤学、肾脏病学、营养流行病学和癌症饮食研究。研究结果禁食和生酮饮食可降低饮食中磷酸盐的摄入量,与之相关的肿瘤缓解研究结果支持了低磷饮食可降低肿瘤微环境中磷酸盐螯合水平并缩小肿瘤体积的假设。此外,低磷饮食的长期效果可能会逆转与肿瘤发生相关的磷代谢失调,并预防癌症复发。结论:本文中的证据为测试低磷饮食作为饮食干预措施以缩小肿瘤体积和降低癌症复发风险提供了理论依据。
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引用次数: 0
A Multi-Modality Intervention Improves Obesity Bias among Medical Students. 多模式干预改善医学生的肥胖偏差。
Pub Date : 2024-01-28 DOI: 10.3390/medicines11020004
Stephanie Trofymenko, Randa Kutob, Amit Algotar

Background: Obesity is linked to chronic diseases in adults and children. Its prevalence continues to grow in the United States, necessitating the need for healthcare provider training and presenting an opportunity for the education of future medical providers. Despite this need, effectively implementing obesity education into medical school curricula has been challenging. Anti-obesity bias amongst healthcare providers and trainees represents a significant obstacle to the care of patients with obesity. Obesity bias may affect up to 1/3 of medical students. Methods: This study describes the development and preliminary testing of a brief, 2.5 h multi-modality teaching intervention consisting of online, interactive, and independent learning modules for first-year medical students and a patient panel focused on obesity, obesity bias, and motivational interviewing. The participants took Crandall's anti-fat attitude (AFA) questionnaire before and after an online independent learning module on motivational interviewing and obesity bias. The AFA consists of three subscales ("dislike", "fear of fat", and "willpower"). Individual responses were measured using a nine-point Likert-type response format (0 = very strongly disagree; 9 = very strongly agree). An average composite score was calculated for each subscale. Results: Data were analyzed from 103 first-year medical students enrolled at a college of medicine in the southwestern United States in 2022. The AFA mean composite scores decreased significantly, indicating a decrease in explicit anti-obesity attitude bias after completing the online module. This decrease was present in all three domains of fear (4.63 vs. 3.72, p < 0.001), dislike (1.25 vs. 0.88, p < 0.001) and willpower (3.23 vs. 2.31, p < 0.001). Conclusions: Relatively brief educational interventions can positively impact students' anti-obesity attitudes.

背景:肥胖症与成人和儿童的慢性疾病有关。在美国,肥胖症的发病率持续增长,因此有必要对医疗服务提供者进行培训,这也为未来医疗服务提供者的教育提供了机会。尽管有这样的需求,但在医学院课程中有效实施肥胖症教育一直是个挑战。医疗服务提供者和受训人员中存在的反肥胖偏见是肥胖症患者护理的一大障碍。肥胖偏见可能会影响多达三分之一的医学生。方法:本研究描述了一项为期 2.5 小时的简短多模式教学干预措施的开发和初步测试,该干预措施由在线、互动和独立学习模块组成,针对一年级医学生和患者小组,重点关注肥胖、肥胖偏见和动机访谈。在关于动机访谈和肥胖偏见的在线独立学习模块前后,参与者进行了克兰达尔反胖态度(AFA)问卷调查。AFA 包括三个分量表("不喜欢"、"害怕肥胖 "和 "意志力")。个人回答采用九分李克特(Likert)型回答格式进行测量(0 = 非常不同意;9 = 非常同意)。每个子量表均计算出平均综合得分。结果:对美国西南部一所医学院 2022 年入学的 103 名一年级医学生的数据进行了分析。AFA 平均综合得分显著下降,表明在完成在线模块后,明确的反肥胖态度偏差有所下降。在恐惧(4.63 vs. 3.72,p < 0.001)、不喜欢(1.25 vs. 0.88,p < 0.001)和意志力(3.23 vs. 2.31,p < 0.001)这三个方面都出现了下降。结论相对简短的教育干预可以对学生的反肥胖态度产生积极影响。
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引用次数: 0
Dimeric 3,5-Bis(benzylidene)-4-piperidones: Tumor-Selective Cytotoxicity and Structure-Activity Relationships. 二聚 3,5-双(亚苄基)-4-哌啶酮:肿瘤选择性细胞毒性和结构-活性关系。
Pub Date : 2024-01-11 DOI: 10.3390/medicines11010003
Swagatika Das, Praveen K Roayapalley, Hiroshi Sakagami, Naoki Umemura, Dennis K J Gorecki, Mohammad Hossain, Masami Kawase, Umashankar Das, Jonathan R Dimmock

Background: The objective of this study is to find novel antineoplastic agents that display greater toxicity to malignant cells than to neoplasms. In addition, the mechanisms of action of representative compounds are sought. This report describes the cytotoxicity of a number of dimers of 3,5-bis(benzylidene)-4-piperidones against human malignant cells (promyelocytic leukemia HL-60 and squamous cell carcinoma HSC-2, HSC-3, and HSC-4). Methods: Tumor specificity was evaluated by the selectivity index (SI), that is the ratio of the mean CC50 for human non-malignant oral cells (gingival fibroblasts, pulp cells, periodontal ligament fibroblasts) to that for malignant cells. Results: The compounds were highly toxic to human malignant cells. On the other hand, these molecules were less toxic to human non-malignant cells. In particular, a potent lead molecule, 3b, was identified. A QSAR study revealed that the placement of electron-releasing and hydrophilic substituents into the aryl rings led to increases in cytotoxic potencies. The modes of action of a lead compound discovered in this study designated 3b were the activation of caspases-3 and -7, as well as causing PARP1 cleavage and G2 arrest, followed by sub-G1 accumulation in the cell cycle. This compound also depolarized the mitochondrial membrane and generated reactive oxygen species in human colon carcinoma HCT116 cells. In conclusion, this study has revealed that, in general, the compounds described in this report are tumor-selective cytotoxins.

研究背景本研究的目的是寻找对恶性细胞的毒性大于对肿瘤的毒性的新型抗肿瘤药物。此外,还寻求代表性化合物的作用机制。本报告介绍了一些 3,5-双(亚苄基)-4-哌啶酮二聚体对人类恶性细胞(早幼粒细胞白血病 HL-60 和鳞状细胞癌 HSC-2、HSC-3 和 HSC-4)的细胞毒性。方法:肿瘤特异性通过选择性指数(SI)进行评估,即对人类非恶性口腔细胞(牙龈成纤维细胞、牙髓细胞、牙周韧带成纤维细胞)的平均 CC50 与对恶性细胞的平均 CC50 之比。结果:这些化合物对人类恶性细胞有剧毒。另一方面,这些分子对人类非恶性细胞的毒性较低。特别是发现了一种强效先导分子 3b。一项 QSAR 研究表明,在芳基环中加入释放电子和亲水的取代基可提高细胞毒性。本研究中发现的先导化合物 3b 的作用模式是激活 caspases-3 和 -7,以及导致 PARP1 断裂和 G2 停滞,随后在细胞周期中出现亚 G1 累积。该化合物还能使线粒体膜去极化,并在人结肠癌 HCT116 细胞中产生活性氧。总之,这项研究表明,总体而言,本报告所述化合物是具有肿瘤选择性的细胞毒素。
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引用次数: 0
Expression Profiles of Hypoxia-Related Genes of Cancers Originating from Anatomically Similar Locations Using TCGA Database Analysis. 利用 TCGA 数据库分析解剖位置相似的癌症中缺氧相关基因的表达谱。
Pub Date : 2023-12-31 DOI: 10.3390/medicines11010002
Hye Lim Bae, Kyeonghun Jeong, Suna Yang, Hyeji Jun, Kwangsoo Kim, Young Jun Chai

Background: Hypoxia is a well-recognized characteristic of the tumor microenvironment of solid cancers. This study aimed to analyze hypoxia-related genes shared by groups based on tumor location. Methods: A total of 9 hypoxia-related pathways from the Kyoto Encyclopedia of Genes and Genomes database or the Reactome database were selected, and 850 hypoxia-related genes were analyzed. Based on their anatomical locations, 14 tumor types were categorized into 6 groups. The group-specific genetic risk score was classified as high- or low-risk based on mRNA expression, and survival outcomes were evaluated. Results: The risk scores in the Female Reproductive group and the Lung group were internally and externally validated. In the Female Reproductive group, CDKN2A, FN1, and ITGA5 were identified as hub genes associated with poor prognosis, while IL2RB and LEF1 were associated with favorable prognosis. In the Lung group, ITGB1 and LDHA were associated with poor prognosis, and GLS2 was associated with favorable prognosis. Functional enrichment analysis showed that the Female Reproductive group was enriched in relation to cilia and skin, while the Lung group was enriched in relation to cytokines and defense. Conclusions: This analysis may lead to better understanding of the mechanisms of cancer progression and facilitate establishing new biomarkers for prognosis prediction.

背景:缺氧是实体瘤肿瘤微环境的一个公认特征。本研究旨在根据肿瘤位置分析各组共有的缺氧相关基因。研究方法从《京都基因组百科全书》数据库或 Reactome 数据库中选取了 9 条缺氧相关通路,分析了 850 个缺氧相关基因。根据解剖位置,14 种肿瘤类型被分为 6 组。根据 mRNA 表达情况,将组别遗传风险评分分为高风险和低风险,并对生存结果进行评估。结果女性生殖组和肺部组的风险评分经过了内部和外部验证。在女性生殖组中,CDKN2A、FN1和ITGA5被确定为与不良预后相关的枢纽基因,而IL2RB和LEF1则与良好预后相关。在肺组中,ITGB1和LDHA与预后不良有关,而GLS2与预后良好有关。功能富集分析表明,女性生殖组与纤毛和皮肤有关,而肺组则与细胞因子和防御有关。结论这项分析可能有助于更好地了解癌症进展的机制,并有助于建立新的生物标志物来预测预后。
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引用次数: 0
Association of Malnutrition and High Bleeding Risk with Long-Term Prognosis in Patients with Acute Coronary Syndrome following Percutaneous Coronary Intervention. 经皮冠状动脉介入治疗后急性冠状动脉综合征患者营养不良和高出血风险与长期预后的关系。
Pub Date : 2023-11-30 DOI: 10.3390/medicines10120062
Hiromitsu Kataoka, Sayumi Suzuki, Yuichi Suzuki, Ryota Sato, Makoto Sano, Satoshi Mogi, Atsushi Sakamoto, Kenichiro Suwa, Yoshihisa Naruse, Hayato Ohtani, Masao Saotome, Mikihiro Shimizu, Keiichi Odagiri, Yuichiro Maekawa

Background: Malnutrition in cardiovascular disease is associated with poor prognosis, especially in patients with heart failure and acute coronary syndrome (ACS). High bleeding risk is also linked to coronary artery disease prognosis, including ACS. However, whether the extent of malnutrition and high bleeding risk have a cumulative impact on the long-term prognosis of patients with ACS who undergo percutaneous coronary intervention remains unclear.

Methods: We analyzed 275 patients with ACS treated with percutaneous coronary intervention. The Controlling Nutritional Status score and Japanese version of the Academic Research Consortium for High Bleeding Risk criteria (J-HBR) were retrospectively evaluated. The primary and secondary outcomes were adjusted using the inverse probability treatment weighting method.

Results: The prevalence of moderate or severe malnutrition in this cohort was 16%. Kaplan-Meier analysis showed a significantly higher incidence of major adverse cardiovascular and cerebrovascular events in patients who were moderately or severely malnourished than in those who were not. Notably, the incidence of these major events was similar between severely malnourished patients with J-HBR and those without.

Conclusion: Moderate or severe malnutrition has a significant impact on the long-term prognosis of patients with ACS who undergo percutaneous coronary intervention.

背景:心血管疾病患者营养不良与预后不良有关,尤其是心力衰竭和急性冠状动脉综合征(ACS)患者。高出血风险也与冠状动脉疾病(包括 ACS)的预后有关。然而,营养不良程度和高出血风险是否会对接受经皮冠状动脉介入治疗的 ACS 患者的长期预后产生累积性影响,目前仍不清楚:我们分析了275名接受经皮冠状动脉介入治疗的ACS患者。我们对 275 例接受经皮冠状动脉介入治疗的 ACS 患者进行了分析,并对营养状况控制评分和日文版高出血风险学术研究联盟标准(J-HBR)进行了回顾性评估。采用逆概率治疗加权法对主要和次要结果进行了调整:该队列中中度或重度营养不良的发生率为16%。Kaplan-Meier分析显示,中度或重度营养不良患者的心脑血管重大不良事件发生率明显高于非营养不良患者。值得注意的是,患有J-HBR的严重营养不良患者与未患有J-HBR的患者发生这些重大事件的几率相似:结论:中度或重度营养不良对接受经皮冠状动脉介入治疗的 ACS 患者的长期预后有重大影响。
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引用次数: 0
Development of a Predictive Statistical Pharmacological Model for Local Anesthetic Agent Effects with Bayesian Hierarchical Model Parameter Estimation. 基于贝叶斯层次模型参数估计的局麻药效应预测统计药理学模型的建立。
Pub Date : 2023-11-15 DOI: 10.3390/medicines10110061
Toshiaki Ara, Hiroyuki Kitamura

As an alternative to animal use, computer simulations are useful for predicting pharmacokinetics and cardiovascular activities. For this purpose, we constructed a statistical model to simulate the effects of local anesthetic agents. To train the model, animal experiments were performed on 6-week-old male Hartley guinea pigs. Firstly, the guinea pigs' backs were shaved, then local anesthetic agents were subcutaneously injected, with subsequent stimulation of the anesthetized site with a needle six times at regular intervals. The number of reactions (score value) was counted. In this statistical model, the probability of reacting to needle stimulation was calculated using the elapsed time, type of local anesthetic agent, and presence or absence of adrenaline. Score values were assumed to follow a binomial distribution at the calculated probability. Parameters were estimated using the Bayesian hierarchical model and Hamiltonian Monte Carlo method. The predicted curves using the estimated parameters fitted well the observed animal values. When score values were predicted using randomly generated parameters, the median of duration was similar between animal experiments and simulations (Procaine: 55 min vs. 50 min, Lidocaine: both 60 min, and Mepivacaine: both 85 min). This approach effectively modeled the effects of local anesthetic agents. It is possible to create the simulator using the parameter values estimated in this study.

作为动物试验的替代方案,计算机模拟对于预测药代动力学和心血管活动是有用的。为此,我们建立了一个统计模型来模拟局麻药的作用。为了对模型进行训练,采用6周龄雄性哈特利豚鼠进行动物实验。首先将豚鼠背部剃毛,然后皮下注射局部麻醉剂,随后用针刺麻醉部位,每隔一定时间刺激6次。统计反应次数(得分值)。在这个统计模型中,使用经过的时间、局部麻醉剂的类型和肾上腺素的存在或不存在来计算针刺激反应的概率。假设得分值按照计算出的概率服从二项分布。采用贝叶斯分层模型和哈密顿蒙特卡罗方法对参数进行估计。使用估计参数的预测曲线与动物的观测值拟合良好。当使用随机生成的参数预测评分值时,动物实验和模拟的持续时间中位数相似(普鲁卡因:55分钟vs 50分钟,利多卡因:60分钟,美哌卡因:85分钟)。这种方法有效地模拟了局部麻醉剂的作用。可以使用本研究中估计的参数值来创建模拟器。
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引用次数: 0
Exploring the Potential of Chatbots in Critical Care Nephrology. 探索聊天机器人在重症监护肾病中的潜力。
Pub Date : 2023-10-20 DOI: 10.3390/medicines10100058
Supawadee Suppadungsuk, Charat Thongprayoon, Jing Miao, Pajaree Krisanapan, Fawad Qureshi, Kianoush Kashani, Wisit Cheungpasitporn

The exponential growth of artificial intelligence (AI) has allowed for its integration into multiple sectors, including, notably, healthcare. Chatbots have emerged as a pivotal resource for improving patient outcomes and assisting healthcare practitioners through various AI-based technologies. In critical care, kidney-related conditions play a significant role in determining patient outcomes. This article examines the potential for integrating chatbots into the workflows of critical care nephrology to optimize patient care. We detail their specific applications in critical care nephrology, such as managing acute kidney injury, alert systems, and continuous renal replacement therapy (CRRT); facilitating discussions around palliative care; and bolstering collaboration within a multidisciplinary team. Chatbots have the potential to augment real-time data availability, evaluate renal health, identify potential risk factors, build predictive models, and monitor patient progress. Moreover, they provide a platform for enhancing communication and education for both patients and healthcare providers, paving the way for enriched knowledge and honed professional skills. However, it is vital to recognize the inherent challenges and limitations when using chatbots in this domain. Here, we provide an in-depth exploration of the concerns tied to chatbots' accuracy, dependability, data protection and security, transparency, potential algorithmic biases, and ethical implications in critical care nephrology. While human discernment and intervention are indispensable, especially in complex medical scenarios or intricate situations, the sustained advancements in AI signal that the integration of precision-engineered chatbot algorithms within critical care nephrology has considerable potential to elevate patient care and pivotal outcome metrics in the future.

人工智能(AI)的指数级增长使其能够融入多个行业,尤其是医疗保健。聊天机器人已成为改善患者预后和通过各种基于人工智能的技术帮助医疗从业者的关键资源。在重症监护中,肾脏相关疾病在决定患者预后方面发挥着重要作用。本文探讨了将聊天机器人集成到重症监护肾病学工作流程中以优化患者护理的潜力。我们详细介绍了它们在重症肾脏病中的具体应用,如管理急性肾损伤、警报系统和持续肾脏替代治疗(CRRT);促进有关姑息治疗的讨论;以及加强多学科团队内部的合作。聊天机器人有可能增加实时数据的可用性,评估肾脏健康,识别潜在的风险因素,建立预测模型,并监测患者的进展。此外,它们为患者和医疗保健提供者提供了一个加强沟通和教育的平台,为丰富知识和磨练专业技能铺平了道路。然而,在该领域使用聊天机器人时,认识到其固有的挑战和局限性至关重要。在这里,我们深入探讨了与聊天机器人的准确性、可靠性、数据保护和安全性、透明度、潜在的算法偏见以及重症监护肾病的伦理影响有关的问题。虽然人类的辨别力和干预是必不可少的,尤其是在复杂的医疗场景或复杂的情况下,但人工智能的持续进步表明,在重症监护肾病学中集成精密工程聊天机器人算法,在未来提升患者护理和关键结果指标方面具有相当大的潜力。
{"title":"Exploring the Potential of Chatbots in Critical Care Nephrology.","authors":"Supawadee Suppadungsuk,&nbsp;Charat Thongprayoon,&nbsp;Jing Miao,&nbsp;Pajaree Krisanapan,&nbsp;Fawad Qureshi,&nbsp;Kianoush Kashani,&nbsp;Wisit Cheungpasitporn","doi":"10.3390/medicines10100058","DOIUrl":"10.3390/medicines10100058","url":null,"abstract":"<p><p>The exponential growth of artificial intelligence (AI) has allowed for its integration into multiple sectors, including, notably, healthcare. Chatbots have emerged as a pivotal resource for improving patient outcomes and assisting healthcare practitioners through various AI-based technologies. In critical care, kidney-related conditions play a significant role in determining patient outcomes. This article examines the potential for integrating chatbots into the workflows of critical care nephrology to optimize patient care. We detail their specific applications in critical care nephrology, such as managing acute kidney injury, alert systems, and continuous renal replacement therapy (CRRT); facilitating discussions around palliative care; and bolstering collaboration within a multidisciplinary team. Chatbots have the potential to augment real-time data availability, evaluate renal health, identify potential risk factors, build predictive models, and monitor patient progress. Moreover, they provide a platform for enhancing communication and education for both patients and healthcare providers, paving the way for enriched knowledge and honed professional skills. However, it is vital to recognize the inherent challenges and limitations when using chatbots in this domain. Here, we provide an in-depth exploration of the concerns tied to chatbots' accuracy, dependability, data protection and security, transparency, potential algorithmic biases, and ethical implications in critical care nephrology. While human discernment and intervention are indispensable, especially in complex medical scenarios or intricate situations, the sustained advancements in AI signal that the integration of precision-engineered chatbot algorithms within critical care nephrology has considerable potential to elevate patient care and pivotal outcome metrics in the future.</p>","PeriodicalId":74162,"journal":{"name":"Medicines (Basel, Switzerland)","volume":"10 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608511/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54232707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Demographics, Cutaneous Manifestations, and Comorbidities Associated with Progressive Cutaneous Sarcoidosis: A Retrospective Cohort Study. 进行性皮肤结节病的人口学、皮肤表现和合并症:一项回顾性队列研究。
Pub Date : 2023-10-12 DOI: 10.3390/medicines10100057
Jonathan Lai, Erik Almazan, Thomas Le, Matthew T Taylor, Jihad Alhariri, Shawn G Kwatra

Background: Sarcoidosis is a multisystem granulomatous disease with a wide variety of presentations and clinical courses. Cutaneous manifestations and comorbidities associated with sarcoid prognosis remain understudied. Methods: An EPIC query was run for patients age 18+ at the Johns Hopkins Hospital with a diagnosis of sarcoidosis of the skin according to the ICD-10-CM code D86.3. Data were obtained from a population-based sample of 240 patients from 2015 to 2020. Results: A total of 240 patients were included in the cohort study. The mean (SD) age was 43.76 (11.72) years, and 30% of participants were male; 76.25% of patients identified as black, 19.58% as white, and 4.17% as other. The average age of onset in remissive patients was significantly higher than progressive (47 ± 12 vs. 40 ± 10, p = 0.0005); 49% of black patients experienced progressive sarcoid compared to 32.6% of white patients (p = 0.028). Progressive disease was associated with the presence of lupus pernio (aOR = 3.29, 95% CI, 1.60-6.77) and at least one autoimmune comorbidity (aOR 6.831, 95% CI 1.819-11.843). Conclusions: When controlling for patient demographics, lupus pernio and the presence of at least one autoimmune condition were associated with progressive cutaneous sarcoidosis.

背景:结节病是一种多系统肉芽肿性疾病,有多种表现和临床病程。与肉瘤预后相关的皮肤表现和合并症仍然研究不足。方法:根据ICD-10-CM代码D86.3,对约翰斯·霍普金斯医院18岁以上诊断为皮肤结节病的患者进行EPIC查询。数据来自2015年至2020年240名患者的人群样本。结果:共有240名患者被纳入队列研究。平均(SD)年龄为43.76(11.72)岁,30%的参与者为男性;76.25%的患者为黑人,19.58%为白人,4.17%为其他人。缓解期患者的平均发病年龄显著高于进展期患者(47±12 vs.40±10,p=0.0005);49%的黑人患者经历了进行性肉瘤,而白人患者的这一比例为32.6%(p=0.028)。进行性疾病与狼疮相关(aOR=3.29,95%CI,1.60-6.77)和至少一种自身免疫性共病(aOR6.831,95%CI 1.819-11.843)。结论:在控制患者人口统计学时,狼疮和至少一种自身免疫性疾病的存在与进行性皮肤结节病有关。
{"title":"Demographics, Cutaneous Manifestations, and Comorbidities Associated with Progressive Cutaneous Sarcoidosis: A Retrospective Cohort Study.","authors":"Jonathan Lai,&nbsp;Erik Almazan,&nbsp;Thomas Le,&nbsp;Matthew T Taylor,&nbsp;Jihad Alhariri,&nbsp;Shawn G Kwatra","doi":"10.3390/medicines10100057","DOIUrl":"10.3390/medicines10100057","url":null,"abstract":"<p><p><b>Background</b>: Sarcoidosis is a multisystem granulomatous disease with a wide variety of presentations and clinical courses. Cutaneous manifestations and comorbidities associated with sarcoid prognosis remain understudied. <b>Methods</b>: An EPIC query was run for patients age 18+ at the Johns Hopkins Hospital with a diagnosis of sarcoidosis of the skin according to the ICD-10-CM code D86.3. Data were obtained from a population-based sample of 240 patients from 2015 to 2020. <b>Results</b>: A total of 240 patients were included in the cohort study. The mean (SD) age was 43.76 (11.72) years, and 30% of participants were male; 76.25% of patients identified as black, 19.58% as white, and 4.17% as other. The average age of onset in remissive patients was significantly higher than progressive (47 ± 12 vs. 40 ± 10, <i>p</i> = 0.0005); 49% of black patients experienced progressive sarcoid compared to 32.6% of white patients (<i>p</i> = 0.028). Progressive disease was associated with the presence of lupus pernio (aOR = 3.29, 95% CI, 1.60-6.77) and at least one autoimmune comorbidity (aOR 6.831, 95% CI 1.819-11.843). <b>Conclusions</b>: When controlling for patient demographics, lupus pernio and the presence of at least one autoimmune condition were associated with progressive cutaneous sarcoidosis.</p>","PeriodicalId":74162,"journal":{"name":"Medicines (Basel, Switzerland)","volume":"10 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608652/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54232706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Medicines (Basel, Switzerland)
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