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Retraction: Protection of Arsenic-Induced Hepatic Disorder by Arjunolic Acid 缩回:Arjunolic Acid对砷性肝病的保护作用。
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-15 DOI: 10.1111/bcpt.70113

RETRACTION: P. Manna, M. Sinha, and P. C. Sil, “Protection of Arsenic-Induced Hepatic Disorder by Arjunolic Acid,” Basic & Clinical Pharmacology & Toxicology 101, no. 5 (2007): 333–338, https://doi.org/10.1111/j.1742-7843.2007.00132.x.

The above article, published online on 3 September 2007 in Wiley Online Library (wileyonlinelibrary.com), has been retracted by agreement between the journal Editors-in-Chief, Jens Lykkesfeldt and Ulf Simonsen; the Nordic Association for the Publication of BCPT; and John Wiley & Sons Ltd.

The retraction has been agreed following an investigation based on allegations raised by a third party. Figures 4A and 4C were found to be duplicates, and the authors were unable to provide the original data due to the age of the paper. Additionally, the article contains multiple scientific inaccuracies, conceptual flaws and methodological omissions. Thus, the editors consider the conclusions of this article to be invalid.

The authors disagree with the retraction.

撤稿:P. Manna, M. Sinha和P. C. Sil,“Arjunolic Acid对砷诱导的肝脏疾病的保护作用”,基础临床药理学和毒理学101,第101期。5 (2007): 333-338, https://doi.org/10.1111/j.1742-7843.2007.00132.x.The上述文章于2007年9月3日在线发表在Wiley在线图书馆(wileyonlinelibrary.com)上,经期刊主编Jens Lykkesfeldt和Ulf Simonsen同意撤回;北欧出版公约协会;和约翰威利父子有限公司(John Wiley & Sons ltd .)。在第三方提出指控的基础上进行调查后,双方同意撤回这一声明。图4A和图4C被发现是重复的,由于论文年代久远,作者无法提供原始数据。此外,这篇文章包含许多科学上的不准确,概念上的缺陷和方法上的遗漏。因此,编辑认为本文的结论是无效的。作者不同意撤稿。
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引用次数: 0
The Effect of ABCB1 Polymorphisms on the Efficacy of Antidepressants ABCB1多态性对抗抑郁药物疗效的影响。
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-15 DOI: 10.1111/bcpt.70097
Sofie Voss Thorsen, Cille Bülow, Kim Dalhoff, David Peick Sonne

This scoping review investigates the association between ABCB1 polymorphisms and antidepressant efficacy in humans. A systematic search identified 630 records, of which 58 met the inclusion criteria, resulting in 42 unique studies (five randomised controlled trials (RCTs), two randomised studies (non-RCTs), 30 prospective cohort studies, three case–control studies, one cross-sectional clinical study and one phase I clinical trial). These studies examined single nucleotide polymorphisms (SNPs) in or near the ABCB1 gene and their association with antidepressant treatment response. Of the 42 studies, 30 focused on rs1045642, the most extensively studied SNP. Among these, only 20% reported statistically significant associations. Beyond rs1045642, rs2032582 and rs1128503 were also frequently studied, but statistically significant associations were reported in only a minority of cases (28% and 13%, respectively), often with conflicting directions. Haplotype analyses involving all three SNPs (the TTT haplotype) showed mixed results. Results were variable across antidepressants, likely due to overlapping pharmacokinetic pathways. Methodological differences, including study design, sample sizes and definitions of remission, likely contribute to these inconsistencies. This review highlights the complexity of linking ABCB1 polymorphisms to antidepressant treatment response and suggests the need for standardised methodologies and larger, diverse populations in future studies. Haplotype analyses could provide deeper insights and enhance personalised treatment strategies.

本综述调查了ABCB1多态性与人类抗抑郁疗效之间的关系。系统检索了630项记录,其中58项符合纳入标准,共纳入42项独特研究(5项随机对照试验(rct), 2项随机对照试验(非rct), 30项前瞻性队列研究,3项病例对照研究,1项横断面临床研究和1项I期临床试验)。这些研究检查了ABCB1基因内或附近的单核苷酸多态性(snp)及其与抗抑郁治疗反应的关系。在42项研究中,30项研究集中在rs1045642上,这是研究最广泛的SNP。其中,只有20%报告了统计上显著的关联。除了rs1045642, rs2032582和rs1128503也经常被研究,但只有少数病例(分别为28%和13%)报告了具有统计学意义的关联,而且往往方向相互矛盾。单倍型分析涉及所有三个snp (TTT单倍型)显示混合结果。不同抗抑郁药的结果不同,可能是由于重叠的药代动力学途径。方法上的差异,包括研究设计、样本量和缓解的定义,可能导致这些不一致。这篇综述强调了将ABCB1多态性与抗抑郁药物治疗反应联系起来的复杂性,并建议在未来的研究中需要标准化的方法和更大、更多样化的人群。单倍型分析可以提供更深入的见解,并提高个性化的治疗策略。
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引用次数: 0
The Effects of Drugs on CYP3A Enzyme Activity and Protein Expression Through Ubiquitination Modification Regulation 药物通过泛素化修饰调控对CYP3A酶活性和蛋白表达的影响。
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-15 DOI: 10.1111/bcpt.70102
Fang Wang, Xiwei Gu, Haiying Hong, Qianqian Xia, Yuxin Zhang, Ying Song, Baoxin Li, Pan Fan

Cytochrome P450 3A4 (CYP3A4) is one of the most important members of the cytochrome P450 subfamily, which is involved in the catalytic process of many drug activation or deactivation. Meanwhile, it is also a risk factor for drug-induced toxic reactions. Our research investigates the impact of drugs on CYP3A4 enzyme activity and protein expression, and that CYP3A4 inhibition induced by drugs may exacerbate under hypoxia. Molecular docking has found that the drug has binding sites with amino acid residues in the active region of CYP3A4, which may affect the ability of the CYP3A4 enzyme to metabolize drugs. Twenty male Sprague Dawley rats were divided into two groups: control (FiO2: 21%), hypoxia (FiO2: 10%) for 14 days. Liver microsomes from hypoxic and normoxic rats were used for in vitro experiments by high-performance liquid chromatography. Drug concentration in blood in vivo was measured by LC–MS/MS. Further studies have revealed that drugs mediate the degradation of CYP3A4 ubiquitination-proteasome pathway through E3 ubiquitin ligase gp78 by immunoprecipitation, which may exacerbate the CYP3A4 inhibition under hypoxic conditions. These elucidated that the inhibition of CYP3A4 may worsen under pathological conditions (such as hypoxia), providing a basis for rational clinical medication to reduce or avoid drug interactions and toxic reactions.

细胞色素P450 3A4 (CYP3A4)是细胞色素P450亚家族中最重要的成员之一,参与许多药物活化或失活的催化过程。同时,它也是药物毒性反应的危险因素。我们的研究考察了药物对CYP3A4酶活性和蛋白表达的影响,发现药物诱导的CYP3A4抑制在缺氧条件下可能加剧。分子对接发现该药物在CYP3A4活性区存在氨基酸残基结合位点,可能影响CYP3A4酶代谢药物的能力。将20只雄性Sprague Dawley大鼠分为对照组(FiO2: 21%)和缺氧组(FiO2: 10%),饲养14 d。采用高效液相色谱法对低氧和常氧大鼠肝微粒体进行体外实验。采用LC-MS/MS法测定体内血药浓度。进一步研究发现,药物通过免疫沉淀介导E3泛素连接酶gp78对CYP3A4泛素化-蛋白酶体通路的降解,可能加重了缺氧条件下CYP3A4的抑制作用。说明在病理条件下(如缺氧),CYP3A4的抑制可能加重,为临床合理用药,减少或避免药物相互作用和毒性反应提供依据。
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引用次数: 0
How Is Psychotropic Use for Challenging Behaviour in People With Intellectual Disability Understood by Stakeholders? A Concept Analysis Using Rodgers' Evolutionary Approach 利益相关者如何理解使用精神药物治疗智力残疾患者的挑战行为?罗杰斯进化方法的概念分析
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-12 DOI: 10.1111/bcpt.70110
Dervla Kelly, Susan Morrissey, Darragh O'Regan, Drona Sharma, Owen Doody

Psychotropic use for challenging behaviours in people with intellectual disability persists despite initiatives and prescribing guidelines encouraging judicious use. The use of some medications, such as psychiatric medications, can be stigmatised or linked to certain social and cultural beliefs. Rodgers' (1989) evolutionary framework of concept analysis was employed, alongside qualitative data collection, to examine the extent to which people with intellectual disability, their family members and health professionals have similar beliefs about appropriate psychotropic use and shared decision making processes. This study found that the justification for psychotropic use ranges from maintaining mood and safety according to service users and service providers; however, only service providers spoke about the use of medication as a last resort or legacy use. We identified organisational and health system factors, as well as professional, cultural, and relational factors stemming from diverging perceptions of psychotropic risk and power imbalances that influence psychotropic use. This suggests that there are gaps in understanding how to support decision making among people with intellectual disability about their medications. The results clarify the need for further research on effective interventions to enhance the shared decision making process around medications.

尽管有倡议和处方指南鼓励明智地使用精神药物,但智力残疾者仍继续使用精神药物治疗具有挑战性的行为。某些药物的使用,如精神科药物,可能会被污名化或与某些社会和文化信仰联系起来。Rodgers(1989)概念分析的进化框架被采用,与定性数据收集一起,来检查智力残疾的人,他们的家庭成员和卫生专业人员对适当的精神药物使用和共同的决策过程有多少相似的信念。本研究发现,根据服务使用者和服务提供者的说法,使用精神药物的理由包括维持情绪和安全;然而,只有服务提供者谈到使用药物作为最后手段或遗留使用。我们确定了组织和卫生系统因素,以及专业、文化和相关因素,这些因素源于对精神药物风险和影响精神药物使用的权力不平衡的不同看法。这表明,在理解如何支持智障人士的药物决策方面存在差距。结果表明,需要进一步研究有效的干预措施,以加强围绕药物的共同决策过程。
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引用次数: 0
Insights Into Pharmacist-Led Deprescribing of Benzodiazepines and Related Drugs: A Qualitative Study With Physicians and Pharmacists 以药剂师为主导的苯二氮卓类药物及相关药物处方的见解:一项与医生和药剂师的定性研究
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-10 DOI: 10.1111/bcpt.70106
Miro Korppas, Miia Tiihonen, Marika Buch Lund, Kirsi Kvarnström

While deprescribing benzodiazepines and related drugs (BZRDs) is crucial for preventing prolonged use and their associated adverse effects, it presents challenges from a healthcare perspective, because of limited resources and time. Recently, a pharmacist-led deprescribing of BZRDs in the treatment of insomnia was introduced in Helsinki's primary care health centres. To explore pharmacists' and physicians' insights, qualitative semi-structured interviews were conducted via Microsoft Teams with physicians and pharmacists involved in a pharmacist-led deprescribing. The interviews were recorded, transcribed verbatim and analysed abductively. A total of four pharmacists and four physicians from four health centres participated in this study. Pharmacist-led deprescribing was perceived as having positive outcomes and as being efficient, particularly in saving physicians' time and resources. Various patient-related facilitators and barriers were identified, with patient motivation and willingness being the most cited. Suggestions for improvement included establishing clear criteria for deprescribing, clarifying the roles in the process flow, providing enhanced deprescribing guidance and educational materials and enhancing the patient-centred approach by actively involving patients in the decision-making process and considering the patient's overall situation. Overall, the pharmacist-led model was seen as a promising and resource-efficient approach to deprescribing BZRDs in primary care health centres.

虽然解除苯二氮卓类药物和相关药物(bzrd)的处方对于防止长期使用及其相关副作用至关重要,但由于资源和时间有限,它从医疗保健角度提出了挑战。最近,在赫尔辛基的初级保健中心采用了药剂师主导的bzrd处方来治疗失眠症。为了探索药剂师和医生的见解,通过微软团队对参与药剂师主导的处方的医生和药剂师进行了定性半结构化访谈。访谈被记录下来,逐字抄录并进行分析。来自四个保健中心的四名药剂师和四名医生参加了这项研究。药剂师主导的处方处方被认为具有积极的结果和效率,特别是在节省医生的时间和资源方面。确定了各种与患者相关的促进因素和障碍,其中患者的动机和意愿被引用最多。改进建议包括建立明确的开处方标准,明确在流程中的角色,提供更好的开处方指导和教育材料,通过积极让患者参与决策过程并考虑患者的整体情况,加强以患者为中心的方法。总的来说,药剂师主导的模式被视为在初级保健保健中心开bzrd处方的一种有前途和资源效率高的方法。
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引用次数: 0
Pleural Effusion Formation Linked to Altered Transporter Expression Involved in Alveolar Fluid Clearance: Insights From the Monocrotaline Model of Pulmonary Hypertension 胸膜积液形成与参与肺泡液清除的转运蛋白表达改变有关:来自肺动脉高压的单罗塔碱模型的见解
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-09 DOI: 10.1111/bcpt.70096
Katarina Lelkova, Katarina Hadova, Michaela Katanova, Jana Babiakova, Zuzana Albert Kmecova, Emil Babiak, Pavel Babal, Gabriel Doka, Jan Klimas, Peter Krenek

Pleural effusions (PLEF) in pulmonary arterial hypertension (PAH), particularly in patients with isolated right heart failure, are associated with poor prognosis and increased mortality. This study investigates changes in alveolar fluid clearance (AFC) transporter expression in relation to lung fluid accumulation and PLEF formation during PAH progression, as well as the effects of terbutaline (TER) and riociguat (RIO) treatment. Using a monocrotaline (MCT)-induced pulmonary hypertension (PH) rat model, we performed a detailed molecular analysis of AFC transporter expression at different disease stages, both before and after PH development. Although only minor changes were observed in the early stages prior to PH onset, a downregulation of key transporters, γ-ENaC and Na+/K+-ATPase subunits Atp1a2 and Atp1b1, was evident in the later stages. This reduction may have contributed to pulmonary oedema, as indicated by histological analysis. TER treatment modestly increased Atp1a2 expression, aligning with the stimulatory effects of β2-agonist on oedema clearance. Conversely, RIO showed trends towards fluid accumulation, indicated by perivascular oedema in control animals and reduced oxygen saturation in MCT-treated rats. These findings support a potential role of impaired AFC in the pathogenesis of PLEF in PAH and suggest that pharmacological interventions may differentially affect lung fluid homeostasis in this setting.

肺动脉高压(PAH)患者的胸腔积液(PLEF),特别是孤立性右心衰患者,与预后不良和死亡率增加有关。本研究探讨了PAH进展过程中肺泡液清除(AFC)转运蛋白表达与肺液积聚和PLEF形成的关系,以及特布他林(TER)和瑞西奎特(里约热内卢)治疗的影响。利用MCT诱导的肺动脉高压(PH)大鼠模型,我们对不同疾病阶段(PH发生前后)AFC转运蛋白的表达进行了详细的分子分析。虽然在PH发作前的早期阶段只观察到轻微的变化,但在后期阶段,关键转运蛋白γ-ENaC和Na+/K+- atp酶亚基Atp1a2和Atp1b1的下调很明显。组织学分析表明,这种减少可能导致肺水肿。TER治疗适度增加Atp1a2表达,与β2激动剂对水肿清除的刺激作用一致。相反,里约热内卢表现出液体积聚的趋势,这可以通过对照动物的血管周围水肿和mct治疗大鼠的血氧饱和度降低来证明。这些发现支持了AFC受损在PAH PLEF发病机制中的潜在作用,并提示在这种情况下,药物干预可能会对肺液稳态产生不同的影响。
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引用次数: 0
Emerging Molecular Targets in Neurodegenerative Disorders: New Avenues for Therapeutic Intervention 神经退行性疾病的新分子靶点:治疗干预的新途径
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-08 DOI: 10.1111/bcpt.70107
Ezgi Eroglu, Nusin Harmanci

Neurodegenerative disorders such as Alzheimer's disease, Parkinson's disease, Huntington's disease, amyotrophic lateral sclerosis and frontotemporal dementia represent a significant global health burden with limited therapeutic options. Current treatments are primarily symptomatic and fail to modify disease progression, emphasizing the urgent need for novel, mechanism-based interventions. Recent advances in molecular neuroscience have identified several non-classical pathogenic pathways, including neuroinflammation, mitochondrial dysfunction, impaired autophagy and proteostasis, synaptic degeneration and non-coding RNA dysregulation. In this focused review, we highlight emerging molecular targets such as TREM2, NLRP3, mTOR, TFEB, PINK1 and SIRT3, which offer promising avenues for therapeutic intervention. We also address challenges in target validation and translational drug development, while proposing future research directions that may facilitate the design of more effective treatments. A deeper understanding of these molecular mechanisms is essential for developing disease-modifying strategies to combat neurodegeneration.

阿尔茨海默病、帕金森病、亨廷顿病、肌萎缩侧索硬化症和额颞叶痴呆等神经退行性疾病是全球重大的健康负担,治疗选择有限。目前的治疗主要是对症治疗,不能改变疾病进展,强调迫切需要新的、基于机制的干预措施。分子神经科学的最新进展已经确定了几种非经典的致病途径,包括神经炎症、线粒体功能障碍、自噬和蛋白质平衡受损、突触变性和非编码RNA失调。在这篇重点综述中,我们重点介绍了新兴的分子靶点,如TREM2、NLRP3、mTOR、TFEB、PINK1和SIRT3,它们为治疗干预提供了有希望的途径。我们还讨论了在靶点验证和转化药物开发方面的挑战,同时提出了未来的研究方向,可能有助于设计更有效的治疗方法。更深入地了解这些分子机制对于开发对抗神经变性的疾病修饰策略至关重要。
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引用次数: 0
Ocular Antibiotic Use in Young Danish Children From 2016 to 2024 2016 - 2024年丹麦儿童眼部抗生素使用情况
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-07 DOI: 10.1111/bcpt.70108
Heidi Sonne, Anton Pottegård, Katrine Sommerlund, Camilla Flintholm Raft, Helene Kildegaard
<p>Ocular antibiotics are commonly prescribed to treat eye infections. Among young children, around half of acute conjunctivitis cases are bacterial, but distinguishing between viral and bacterial conjunctivitis can be challenging [<span>1</span>]. Most cases resolve spontaneously without treatment, although antibiotic treatment can modestly reduce symptom duration [<span>1, 2</span>]. Prescriptions may also be motivated by parental pressure and day care policies requiring treatment for re-entry, raising concerns about inappropriate use and antibiotic resistance [<span>3</span>]. To address such issues, Choosing Wisely programmes have been launched in over 30 countries. In Denmark, Choosing Wisely was established in 2020 as a collaboration between healthcare professionals and patient organisations [<span>4</span>]. The Danish initiative emphasizes consensus-based development of ‘do-not’ recommendations and local implementation. One of Choosing Wisely Denmark's key aims is to reduce unnecessary healthcare interventions, including antibiotic overuse. In support of a forthcoming Choosing Wisely recommendation in the autumn of 2025, this study analyses trends in ocular antibiotic use in Danish children from 2016 to 2024, extending previous work [<span>5</span>].</p><p>We conducted a nationwide descriptive drug utilization study using individual-level data on all redeemed prescriptions for ocular antibiotics in children under 6 years old, from 1 January 2016 to 31 December 2024.</p><p>From 2016 to 2024, 616 393 prescriptions for ocular antibiotics were issued to 343 096 children aged 0–5 years. In 2016, the prevalence was 322 per 1000 children aged 0–1 years and 128 per 1000 children aged 2–5 years (Figure 1a). Prevalence decreased sharply in 2020, coinciding with the onset of the COVID-19 pandemic, before gradually increasing in subsequent years, with a decrease again in 2024. By 2024, the prevalence was 172 per 1000 children aged 0–1 years and 70 per 1000 children aged 2–5 years, corresponding to prevalence ratios of 0.53 (95% confidence interval 0.53 to 0.54) and 0.55 (0.54 to 0.56) compared to the 2016 level.</p><p>Incidence trends mirrored prevalence, with a marked decline during the pandemic and a large rebound, particularly in 0- to 1-year-olds (Figure 1b). Peaks in the winter months were evident, and incidence was consistently higher among children aged 0–1 years. General practitioners issued 86% of treatment episodes.</p><p>The distribution of antibiotic types shifted over the study period (Figure 1c). Fusidic acid fell from 64% in 2016 to 34% by 2024. In contrast, chloramphenicol rose from 24% of prescriptions in 2016 to 74% in 2024. Tobramycin declined from 9.5% to 0%. Ciprofloxacin remained stable at around 5%.</p><p>In 2024, boys had higher IRs compared to girls across all age groups, although differences were attenuated with increasing child age (Figure 2a). The highest rate was observed in children aged 11–15 months with an IR of 310–35
眼部抗生素通常用于治疗眼部感染。在幼儿中,大约一半的急性结膜炎病例是细菌性的,但区分病毒性和细菌性结膜炎可能具有挑战性。尽管抗生素治疗可以适度缩短症状持续时间,但大多数病例无需治疗即可自行消退[1,2]。处方也可能受到父母压力和日托政策的推动,这些政策要求对重新入学进行治疗,这引起了对不当使用和抗生素耐药性的担忧。为了解决这些问题,“明智选择”项目已在30多个国家启动。在丹麦,明智选择成立于2020年,是医疗保健专业人员和患者组织[4]之间的合作。丹麦的倡议强调基于共识的“不”建议的发展和地方实施。明智选择丹麦的主要目标之一是减少不必要的医疗干预,包括抗生素的过度使用。为了支持即将于2025年秋季发布的明智选择建议,本研究分析了2016年至2024年丹麦儿童眼部抗生素使用的趋势,扩展了之前的工作。我们对2016年1月1日至2024年12月31日期间6岁以下儿童所有眼部抗生素处方的个人数据进行了一项全国性描述性药物使用研究。2016 - 2024年,共为343 096名0-5岁儿童开具眼科抗生素处方616 393张。2016年,患病率为每1000名0-1岁儿童322例,每1000名2-5岁儿童128例(图1a)。流行率在2020年急剧下降,与2019冠状病毒病大流行的发病时间一致,随后几年逐渐上升,2024年再次下降。到2024年,0-1岁儿童患病率为172 / 1000,2-5岁儿童患病率为70 / 1000,与2016年相比患病率分别为0.53(95%可信区间0.53 ~ 0.54)和0.55(0.54 ~ 0.56)。发病率趋势反映了流行率,大流行期间发病率显著下降,随后又大幅反弹,特别是在0至1岁儿童中(图1b)。冬季发病高峰明显,0-1岁儿童发病率一贯较高。全科医生占治疗发作的86%。抗生素种类的分布在研究期间发生了变化(图1c)。氟西地酸从2016年的64%下降到2024年的34%。相比之下,氯霉素从2016年的24%上升到2024年的74%。妥布霉素从9.5%下降到0%。环丙沙星稳定在5%左右。2024年,在所有年龄组中,男孩的ir都高于女孩,尽管差异随着儿童年龄的增加而减弱(图2a)。在11-15个月的儿童中观察到的发病率最高,男孩的IR为310-351 / 1000,女孩为260-297 / 1000。IR随着年龄的增长而下降,到5岁时男孩为53 / 1000,女孩为48 / 1000。2024年每个儿童的抗生素治疗次数也因年龄而异(图2b)。在生命的第二年,24%的儿童至少接受过一次治疗,19%的儿童只接受过一次治疗,3.8%的儿童接受过两次治疗,0.9%的儿童接受过三次或更多次治疗。在5岁儿童中观察到的发作最少。地区差异很大。2024年,南、西兰大区和北大区的新生儿死亡率最高(分别为每1000名儿童137、124和122例),而首都大区的新生儿死亡率最低(每1000名儿童105例),发病率比为1.30。市政费率从每1000人低于80到大约200不等(图3)。这项研究强调了2016年至2024年丹麦幼儿眼部抗生素使用的重要趋势,支持明智选择丹麦的建议。从2016年到2019年,其使用量稳步下降,在2019冠状病毒病大流行期间暂时减少,随后出现反弹,最终在2024年显著下降。我们观察到显著的地理差异,可能与社会经济因素有关。这些调查结果强调需要继续努力促进适当使用。满足家长的期望,使国家指南标准化,缩小地区差异,有助于优化处方做法,限制不必要的抗生素使用,从而促进抗微生物药物管理。根据丹麦法律,仅基于注册数据的研究不需要伦理批准。作者声明无利益冲突。
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引用次数: 0
Detecting the Undetected: Machine Learning in Early Disease Diagnosis 检测未检测:早期疾病诊断中的机器学习
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-04 DOI: 10.1111/bcpt.70104
Kanika Rathi, Sakshi Sharma, Anil Barnwal

Early detection of diseases is a critical pillar in advancing modern healthcare, offering timely interventions and better patient outcomes. This overview highlights a range of machine learning (ML) approaches that are transforming early disease diagnosis. We discuss how traditional supervised and unsupervised methods, alongside advanced deep learning and reinforcement learning techniques, are utilized to detect early disease markers, often before clinical symptoms appear. The paper begins with a discussion of ML fundamentals within healthcare, along with standard evaluation metrics such as accuracy, precision, recall, F1-score and AUC-ROC. It then explores various ML models, including supervised algorithms (support vector machines, decision trees and random forests), unsupervised methods (K-means, hierarchical clustering and principal component analysis) and deep learning architectures (convolutional neural networks, recurrent neural networks and transformers). Reinforcement learning's emerging role in healthcare is also examined. Practical applications across disease areas such as cancer, cardiovascular diseases, neurological disorders and infectious diseases are reviewed. We emphasize the importance of high-quality datasets, balanced data distribution and clinical relevance. Key challenges such as data scarcity, model interpretability, privacy, the risk of overdiagnosis and clinical integration are critically discussed. It underscores that the successful translation of these technologies from code to clinic hinges on a deep, bidirectional collaboration between data scientists and clinical experts to ensure that newly developed tools address real-world patient needs. The overview concludes with future directions, including explainable AI, federated learning, multimodal data fusion, real-time applications and quantum ML, charting the evolving path of early disease detection.

早期发现疾病是推进现代医疗保健、提供及时干预和改善患者预后的关键支柱。本综述强调了一系列正在改变早期疾病诊断的机器学习(ML)方法。我们讨论了如何利用传统的监督和无监督方法,以及先进的深度学习和强化学习技术来检测早期疾病标志物,通常是在临床症状出现之前。本文首先讨论了医疗保健中的机器学习基础知识,以及准确性、精密度、召回率、f1分数和AUC-ROC等标准评估指标。然后探索各种ML模型,包括监督算法(支持向量机,决策树和随机森林),无监督方法(K-means,分层聚类和主成分分析)和深度学习架构(卷积神经网络,循环神经网络和变压器)。强化学习在医疗保健中的新兴作用也进行了检查。综述了癌症、心血管疾病、神经系统疾病和传染病等疾病领域的实际应用。我们强调高质量数据集、平衡数据分布和临床相关性的重要性。关键的挑战,如数据稀缺,模型可解释性,隐私,过度诊断和临床整合的风险进行了批判性的讨论。它强调,这些技术从代码到临床的成功转化取决于数据科学家和临床专家之间深入的双向合作,以确保新开发的工具满足现实世界患者的需求。概述了未来的发展方向,包括可解释的人工智能、联邦学习、多模态数据融合、实时应用和量子机器学习,描绘了早期疾病检测的发展路径。
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引用次数: 0
Tools for Evaluating Potentially Inappropriate Medication Use in Older Adults: A Scoping Review Assessing Suitability for Register-Based Research 评估老年人潜在不适当药物使用的工具:评估基于注册的研究适用性的范围综述
IF 3.3 4区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-09-03 DOI: 10.1111/bcpt.70094
Katrine Mose, Carina Lundby, Lotte Rasmussen, Anton Pottegård

This scoping review provides an overview of tools used to assess potentially inappropriate prescribing among older adults and discusses their suitability for register-based research. We performed a systematic search using PubMed (March 2024), retrieving 5493 records. Studies were included if they evaluated potentially inappropriate medication use among older adults with a mean or median age of ≥ 65 years. Identified tools were described by characteristics, usage frequency, and applicability to register-based research by identifying required data types. A total of 419 studies were included, using 44 different tools, including multiple versions. Beers criteria and the Screening Tool of Older People's Prescriptions were most often used (50% and 19%, respectively). Ten tools were used in five or more studies, each differing in structure, particularly regarding the clinical information required. The European list of potentially inappropriate medications, the PRISCUS list, the Zhan criteria, and the Norwegian General Practice criteria do not require clinical data on medical history, symptoms, laboratory tests or other parameters, making them particularly useful for register-based research. Specific segments of other tools can also be applied effectively. To generate valid and meaningful results, the availability of required data is a crucial consideration for researchers when selecting the most appropriate tool.

本综述概述了用于评估老年人潜在不适当处方的工具,并讨论了其在基于登记的研究中的适用性。我们使用PubMed(2024年3月)进行了系统搜索,检索了5493条记录。如果研究评估了平均或中位年龄≥65岁的老年人可能不适当的药物使用,则纳入研究。通过识别所需的数据类型,通过特征、使用频率和对基于寄存器的研究的适用性来描述已识别的工具。共纳入419项研究,使用44种不同的工具,包括多个版本。比尔斯标准和老年人处方筛选工具是最常用的(分别为50%和19%)。在五个或更多的研究中使用了十个工具,每个工具在结构上有所不同,特别是关于所需的临床信息。欧洲潜在不适当药物清单、PRISCUS清单、Zhan标准和挪威全科医学标准不需要病史、症状、实验室检查或其他参数的临床数据,这使得它们对基于登记的研究特别有用。其他工具的特定部分也可以有效地应用。为了产生有效和有意义的结果,所需数据的可用性是研究人员在选择最合适的工具时的关键考虑因素。
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引用次数: 0
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Basic & Clinical Pharmacology & Toxicology
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