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Causal links between brain multimodal features (morphometry, metabolomics, networks) and erectile dysfunction: evidence from Mendelian randomization. 脑多模态特征(形态学、代谢组学、网络)与勃起功能障碍之间的因果关系:来自孟德尔随机化的证据。
IF 2.6 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 Epub Date: 2026-02-19 DOI: 10.1080/13685538.2026.2632959
Li Xie, Changjing Wu, Fudong Fu, Shi Deng

Background: Integrating brain multimodal features (e.g. structural, functional, and cerebrospinal fluid metabolomic data) offers a promising approach to elucidate the neural mechanisms underlying erectile dysfunction (ED).

Methods: Using two-sample Mendelian randomization, we assessed causal effects of 83 whole-brain morphological, 191 resting-state fMRI, and 338 cerebrospinal fluid metabolite phenotypes on ED. A p-value < 0.05 indicated statistical significance.

Results: Reduced volumes in the left and right accumbens and enlarged volumes in the left pars opercularis and right putamen were associated with increased ED risk. Increased connectivity between occipital/precuneus and superior frontal gyrus (default/executive networks) elevated ED risk, while connectivity between postcentral/precentral and subcortical regions (motor/subcortical-cerebellum networks) reduced risk. Several metabolites were identified: elevated 4-Methylcatechol sulfate, adenine, gulonate, pyroglutamine, and thioproline increased ED risk, while higher cortisone, malate, phosphate, and X-21733 decreased risk.

Conclusion: We identified four morphological, two functional connectivity, and nine metabolic causal relationships with ED, enhancing understanding and suggesting novel therapeutic targets.

背景:整合脑多模态特征(如结构、功能和脑脊液代谢组学数据)为阐明勃起功能障碍(ED)的神经机制提供了一种有希望的方法。方法:采用双样本孟德尔随机化方法,我们评估了83种全脑形态学、191种静息状态fMRI和338种脑脊液代谢物表型对ED的因果影响。p值结果:左右伏隔核体积减小、左侧包部和右侧壳核体积增大与ED风险增加相关。枕骨/楔前叶和额上回(默认/执行网络)之间的连通性增加了ED的风险,而中央后/中央前和皮层下区域(运动/皮层下-小脑网络)之间的连通性降低了风险。几种代谢物被确定:升高的4-甲基儿茶酚硫酸盐、腺嘌呤、谷氨酸盐、焦谷氨酰胺和硫脯氨酸增加了ED的风险,而升高的可的松、苹果酸盐、磷酸盐和X-21733降低了风险。结论:我们发现了与ED的4种形态、2种功能连接和9种代谢因果关系,增强了对ED的理解,并提出了新的治疗靶点。
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引用次数: 0
Gut bacterial O-demethylation modulates systemic exposure to oral etoposide. 肠道细菌o -去甲基化调节口服依托泊苷的全身暴露。
IF 11 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-12-31 Epub Date: 2026-02-13 DOI: 10.1080/19490976.2026.2628358
Ashutosh Tripathi, Toe Ein Kyawt, Jongoh Shin, Kyoung-Jae Won, Abigail T Armstrong, Giokdjen Ilktach, Peter Sullivan, Holly A Weilbaker, Yeonju Ko, Seongsoo Lee, Wooin Lee, Bruce R Cooper, Byung-Kwan Cho, Jimmy Orjala, Hyunwoo Lee, Hyunyoung Jeong

Gut microbial O-demethylation has been reported for plant-derived dietary compounds containing O-methylated aromatic(s). However, the significance of gut microbial O-demethylation in drug metabolism and disposition remains unexplored. This study examined 64 clinically used oral drugs containing one or more methoxylated aromatics for gut microbial O-demethylation using high-resolution mass spectrometry (HRMS). For 35 of the tested drugs, including the anticancer agent etoposide, we detected metabolites corresponding to O-demethylation (i.e., a mass difference of -14 and its multiples) when individual drugs were incubated with mouse cecal contents. We confirmed that the O-demethylated metabolite (M1) of the model drug etoposide is etoposide catechol using HRMS and proton nuclear magnetic resonance spectroscopy. By testing an in-house collection of 56 gut bacteria individually, we identified seven previously unknown gut bacterial species that exhibit etoposide O-demethylating activity. Etoposide anticancer therapy has been associated with an increased risk of acute myeloid leukemia. We demonstrated that M1 is more genotoxic to myeloid cells when it is orally administered to mice, whereas M1 is less cytotoxic against MCF-7 and HeLa cancer cells than the parent etoposide, suggesting that the gut microbiota may contribute to the secondary genotoxicity of etoposide via O-demethylation. Comparative pharmacokinetic analysis of orally administered etoposide in control and antibiotic-treated mice showed that systemic exposure to etoposide increased 1.9-fold, while M1 exposure decreased 3.7-fold in antibiotic-treated mice, suggesting that gut microbial O-demethylation is a significant determinant of etoposide metabolism and disposition. Collectively, our study reveals the prevalence of gut bacteria with O-demethylation activity, illustrates the contribution of gut microbial O-demethylation to altering drug efficacy and toxicity with the model drug etoposide, and provides a knowledge basis for in-depth characterization of other drugs identified as being susceptible to gut microbial O-demethylation.

肠道微生物o -去甲基化已被报道用于含有o -甲基化芳香(s)的植物性膳食化合物。然而,肠道微生物o -去甲基化在药物代谢和处置中的意义仍未被探索。本研究使用高分辨率质谱(HRMS)检测64种临床使用的含有一种或多种甲氧基化芳烃的口服药物用于肠道微生物o -去甲基化。在35种测试药物中,包括抗癌药物etoposide,我们检测到当单个药物与小鼠盲肠内容物孵育时,对应于o -去甲基化的代谢物(即-14及其倍数的质量差)。我们利用HRMS和质子核磁共振波谱证实了模型药物依托泊苷的o -去甲基化代谢物(M1)是依托泊苷儿茶酚。通过单独测试56种肠道细菌的内部收集,我们确定了7种以前未知的肠道细菌物种,它们表现出依托opo苷o -去甲基化活性。依托泊苷抗癌治疗与急性髓性白血病风险增加有关。我们证明,口服给药时,M1对骨髓细胞具有更强的遗传毒性,而M1对MCF-7和HeLa癌细胞的细胞毒性比母体依托opo苷小,这表明肠道微生物群可能通过o -去甲基化参与依托opo苷的继发性遗传毒性。口服依托泊苷对照和抗生素治疗小鼠的比较药代动力学分析显示,抗生素治疗小鼠全身暴露于依托泊苷增加了1.9倍,而M1暴露减少了3.7倍,这表明肠道微生物o -去甲基化是依托泊苷代谢和处置的重要决定因素。总的来说,我们的研究揭示了具有o -去甲基化活性的肠道细菌的普遍性,说明了肠道微生物o -去甲基化对改变模型药物etopo苷的药物疗效和毒性的贡献,并为深入表征其他被确定为肠道微生物o -去甲基化敏感的药物提供了知识基础。
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引用次数: 0
Platelets induce VISTA expression and modulate the ovarian tumor microenvironment. 血小板诱导VISTA表达并调节卵巢肿瘤微环境。
IF 2.6 3区 医学 Q3 CELL BIOLOGY Pub Date : 2026-12-31 Epub Date: 2026-03-17 DOI: 10.1080/09537104.2026.2644366
Hani Lee, Brianne Sager, Anil Sood, Vahid Afshar-Kharghan, Min Soon Cho

Immune checkpoint regulators, such as the V-domain Ig suppressor of T cell activation (VISTA), play a critical role in shaping the tumor microenvironment (TME) and facilitating immune evasion. In ovarian cancer, VISTA exhibits more abundant and consistent expression than other immune checkpoints, including Programmed Death-Ligand 1 (PD-L1). This study examined the role of platelets in the regulation of VISTA in ovarian cancer using both in vitro and in vivo models. Our findings demonstrate that platelets upregulate VISTA expression in both myeloid and tumor cells, thereby promoting an immunosuppressive TME. Elevated VISTA levels were associated with higher platelet counts and poorer clinical outcomes. These results highlight that platelet-mediated VISTA upregulation is a potential therapeutic target for improving antitumor immune responses in ovarian cancer.

免疫检查点调节因子,如T细胞活化的v域Ig抑制因子(VISTA),在形成肿瘤微环境(TME)和促进免疫逃避中起着关键作用。在卵巢癌中,VISTA表现出比其他免疫检查点更丰富和一致的表达,包括程序性死亡配体1 (PD-L1)。本研究通过体外和体内模型研究了血小板在卵巢癌VISTA调节中的作用。我们的研究结果表明,血小板上调髓细胞和肿瘤细胞中VISTA的表达,从而促进免疫抑制的TME。VISTA水平升高与较高的血小板计数和较差的临床结果相关。这些结果表明,血小板介导的VISTA上调是改善卵巢癌抗肿瘤免疫反应的潜在治疗靶点。
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引用次数: 0
Extracellular payload release from non-internalizing antibody-drug conjugates: mechanisms and linker technologies. 非内化抗体-药物偶联物的细胞外有效载荷释放:机制和连接技术。
IF 8.1 2区 医学 Q1 PHARMACOLOGY & PHARMACY Pub Date : 2026-12-31 Epub Date: 2026-03-22 DOI: 10.1080/10717544.2026.2645769
Chenxi Feng, Rui Lou, Shipeng Chen, Furong Lin, Jiaqi Ge, Yuwen Zhang, Chaolong Lin, Chenghao Huang

Antibody‒drug conjugates (ADCs) have taken on a significant role in precision oncology. These molecules, referred to as 'biological missiles', can deliver cytotoxic drugs directly to cancer cells. Traditional ADCs rely on endocytosis and intracellular release of payloads, but this approach becomes complicated due to issues like antigen loss, tumor heterogeneity, and impaired endocytosis, leading to therapeutic resistance. To address these challenges, noninternalizing ADCs have been developed, utilizing extracellular payload release methods. These structures employ advanced linker technologies to ensure stability in vivo and selective activation in the tumor microenvironment, achieving effective cytotoxic diffusion among tumor cells through the 'bystander effect'. This review discusses the evolution from early linker designs to complex methods based on tumor-specific conditions or external triggers. It also examines the categories of noninternalizing ADC linkers and the latest developments in clinical research, exploring prospects for enhancing the efficacy and safety of ADCs in oncology applications.

抗体-药物偶联物(adc)在精确肿瘤学中发挥着重要作用。这些分子被称为“生物导弹”,可以将细胞毒性药物直接输送到癌细胞。传统adc依赖于有效载荷的内吞作用和细胞内释放,但由于抗原丢失、肿瘤异质性和内吞作用受损等问题,这种方法变得复杂,从而导致治疗耐药性。为了解决这些挑战,利用细胞外有效载荷释放方法开发了非内部化adc。这些结构采用先进的连接技术,以确保体内稳定性和肿瘤微环境中的选择性激活,通过“旁观者效应”在肿瘤细胞中实现有效的细胞毒性扩散。这篇综述讨论了从早期的连接体设计到基于肿瘤特异性条件或外部触发的复杂方法的演变。它还研究了非内部化ADC连接器的类别和临床研究的最新进展,探索了提高ADC在肿瘤应用中的有效性和安全性的前景。
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引用次数: 0
Molecular mechanism of Mir-27B-3P carried by bronchial epithelial cell-derived extracellular vesicle in airway inflammation in asthmatic mice. 支气管上皮细胞源性细胞外囊泡携带Mir-27B-3P在哮喘小鼠气道炎症中的分子机制。
IF 3.1 4区 医学 Q3 IMMUNOLOGY Pub Date : 2026-12-31 Epub Date: 2026-03-23 DOI: 10.1080/08916934.2026.2644140
Niu Ding, Siran Xu, Yanping Chen, Jin Zhang, Chang Xu, Tao Chen, Yanni Meng

Asthma represents a classic respiratory disorder marked by chronic inflammation in the airways. This study aims to demonstrate the mechanism of bronchial epithelial cell-derived extracellular vesicles (BEC-EVs) carrying miR-27b-3p in airway inflammation in asthmatic mice, providing potential therapeutic targets for asthma. BECs and their EVs were isolated from mice and characterized. Asthmatic mouse models were established using ovalbumin and neutrophils were isolated. Histopathological changes and collagen deposition in lung tissues were observed. The levels of proinflammatory factors in the BALF and neutrophils were measured by ELISA. dsDNA levels in BALF or neutrophils were quantified using a dsDNA kit. Expression of cy3-labeled miR-27b-3p in neutrophils was detected. The levels of miR-27b-3p, ZMAT3, FGF1, Cit-H3, and MPO in lung tissues and cells were detected by RT-qPCR and Western blot. The binding relationships between miR-27b-3p and ZMAT3 and between ZMAT3 and FGF1 were verified. Combined experiments were used to validate the molecular mechanism by which BEC-EVs promote NET formation and regulate airway inflammation in asthmatic mice via the miR-27b-3p/ZMAT3/FGF1 axis. After BEC-EVs treatment, peribronchial inflammatory cell infiltration and collagen deposition were aggravated, and Cit-H3, MPO, and dsDNA were increased in OVA-induced mice, indicating exacerbated airway inflammation and promoted NET formation. BEC-EVs delivered miR-27b-3p to neutrophils and upregulated miR-27b-3p expression, which inhibited ZMAT3 to promote FGF1 expression. ZMAT3 overexpression or FGF1 knockdown partially reversed the BEC-EVs-induced NET formation. BEC-EVs promote NET formation and further aggravate airway inflammation in OVA-induced asthmatic mice by delivering miR-27b-3p to neutrophils, inhibiting ZMAT3, and promoting FGF1 expression.

哮喘是一种典型的以呼吸道慢性炎症为特征的呼吸系统疾病。本研究旨在揭示携带miR-27b-3p的支气管上皮细胞源性细胞外囊泡(bec - ev)在哮喘小鼠气道炎症中的作用机制,为哮喘的治疗提供潜在靶点。从小鼠中分离BECs及其电动汽车并对其进行表征。用卵清蛋白建立哮喘小鼠模型,分离中性粒细胞。观察肺组织病理改变及胶原沉积。采用酶联免疫吸附法(ELISA)检测促炎因子和中性粒细胞水平。使用dsDNA试剂盒定量检测BALF或中性粒细胞中的dsDNA水平。检测中性粒细胞中cy3标记的miR-27b-3p的表达。采用RT-qPCR和Western blot检测肺组织和细胞中miR-27b-3p、ZMAT3、FGF1、Cit-H3、MPO水平。验证了miR-27b-3p与ZMAT3、ZMAT3与FGF1的结合关系。联合实验验证了bec - ev通过miR-27b-3p/ZMAT3/FGF1轴促进NET形成和调节哮喘小鼠气道炎症的分子机制。经bc - ev处理后,ova诱导小鼠支气管周围炎症细胞浸润和胶原沉积加重,Cit-H3、MPO、dsDNA升高,气道炎症加重,NET形成促进。bc - ev将miR-27b-3p传递给中性粒细胞,上调miR-27b-3p的表达,从而抑制ZMAT3,促进FGF1的表达。ZMAT3过表达或FGF1敲低部分逆转了becc - ev诱导的NET形成。bc - ev通过将miR-27b-3p传递给中性粒细胞,抑制ZMAT3,促进FGF1表达,促进ova诱导的哮喘小鼠NET的形成,并进一步加重气道炎症。
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引用次数: 0
Intra-species competition combats vancomycin-resistant enterococci. 种内竞争对抗万古霉素耐药肠球菌。
IF 11 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-12-31 Epub Date: 2026-03-23 DOI: 10.1080/19490976.2026.2647529
Nadav Ben-Assa, Rawi Naddaf, Shaqed Carasso, Omri Dagan, Aviv Sason, Tal Gefen, Naama Geva-Zatorsky

Vancomycin-resistant Enterococcus (VRE) is a leading cause of multidrug-resistant infections in hospitalized patients, yet no reproducible microbiota therapies exist to selectively displace it. Here we harness intra-species competition within Enterococcus to suppress VRE colonization. Through in vitro screening and mouse colonization models, we identified a single antibiotic-susceptible strain, E. faecalis X98, that significantly reduced VRE burden both in vitro and in mouse experiments, whereas multi-strain consortia failed due to competitive interference among consortium members. In parallel, we subjected the vancomycin-sensitive strain E. faecalis OG1RF to phage selection, which produced a prophage-integrated derivative with convergent glycosyltransferase mutations that secreted a VRE-killing factor, conferring enhanced antagonism even without exogenous phage. These findings reveal ecological and evolutionary principles for selecting strains as targeted microbial therapeutics. Exploiting intra-species antagonism and phage-driven evolution provides a practical framework for developing microbiota-based interventions that minimize collateral damage to the microbiome while addressing antibiotic-resistant pathogens.

万古霉素耐药肠球菌(VRE)是住院患者多重耐药感染的主要原因,但目前还没有可再生的微生物群治疗方法来选择性地取代它。在这里,我们利用肠球菌的种内竞争来抑制VRE定植。通过体外筛选和小鼠定植模型,我们发现了一种抗生素敏感菌株E. faecalis X98,它在体外和小鼠实验中都显著降低了VRE负担,而多菌株联合体由于联盟成员之间的竞争干扰而失败。同时,我们对对万古霉素敏感的大肠杆菌OG1RF进行噬菌体选择,产生了具有会聚糖基转移酶突变的噬菌体整合衍生物,分泌vre杀伤因子,即使没有外源噬菌体也能增强拮抗作用。这些发现揭示了选择菌株作为靶向微生物治疗药物的生态学和进化原理。利用种内拮抗和噬菌体驱动的进化为开发基于微生物群的干预措施提供了一个实用的框架,在解决抗生素耐药病原体的同时,最大限度地减少对微生物群的附带损害。
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引用次数: 0
Older persons' lived experiences of being playful in nursing home settings - a phenomenological reflective lifeworld research study. 老年人的生活经验是好玩的养老院设置-现象学反思生活世界的研究研究。
IF 2.3 4区 医学 Q2 NURSING Pub Date : 2026-12-31 Epub Date: 2026-03-14 DOI: 10.1080/17482631.2026.2645255
Anna Bergman, Maria Haak, Karin Örmon, Anna Nivestam, Albert Westergren, Petra Nilsson Lindström

Background: Being playful and having the capability to play are considered fundamental aspects of being human and are closely linked to well-being in adulthood. Despite the health-promoting potential, being playful has, to our knowledge, not been explored in Scandinavian contexts in relation to older persons with functional impairments, such as those living in nursing homes.

Objective: This study, therefore, aims to explore older persons' lived experiences of being playful in nursing homes, to gain an in-depth understanding of the phenomenon and to contribute knowledge that may support person-centred care and well-being.

Methods: This phenomenological study is grounded in a reflective lifeworld research approach. Lifeworld interviews were conducted with 15 older persons aged 68-100 years.

Results: The essential meaning of the phenomenon emerges as getting in touch with an inner dynamic life force that enables and enhances well-being. This meaning is further illuminated through four constituents: engaging in timeless inner wanderings, adapting to bodily change, opening towards belonging, and navigating in a state of dependency.

Conclusions: In older persons´ playful mode of being, the inner dynamic life force opens up to a profound sense of existential well-being. However, ageing, bodily changes, and institutional constraints shape how playfulness is expressed and manifested in the lifeworld, thereby influencing well-being and human dignity. Taken together, these findings point to the potential value of acknowledging playfulness in future research and care practice as a fundamental aspect of being human and a contributor to both well-being and human dignity.

背景:爱玩和有能力玩被认为是人类的基本方面,与成年后的幸福密切相关。尽管有促进健康的潜力,但据我们所知,在斯堪的纳维亚的背景下,还没有对有功能障碍的老年人(如住在养老院的老年人)进行过探索。目的:因此,本研究旨在探索老年人在养老院玩耍的生活经历,以获得对这一现象的深入理解,并为支持以人为本的护理和福祉提供知识。方法:现象学研究以反思生活世界的研究方法为基础。Lifeworld采访了15位年龄在68-100岁之间的老年人。结果:这种现象的本质意义是与内在的动态生命力量接触,从而实现并增强幸福感。这种意义通过四个组成部分进一步阐明:参与永恒的内心漫游,适应身体变化,向归属感开放,在依赖状态中导航。结论:在老年人好玩的存在模式中,内在的动态生命力开启了一种深刻的存在幸福感。然而,衰老、身体变化和制度限制决定了玩乐在生活世界中的表达和表现方式,从而影响到福祉和人类尊严。综上所述,这些发现表明,在未来的研究和护理实践中,承认玩耍是人类的一个基本方面,是人类福祉和尊严的贡献者,这是有潜在价值的。
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引用次数: 0
AbDist: a lightweight, distance-based model for antibody affinity prediction as an interpretable benchmark for machine learning models. AbDist:一个轻量级的、基于距离的抗体亲和力预测模型,作为机器学习模型的可解释基准。
IF 7.3 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-12-31 Epub Date: 2026-03-18 DOI: 10.1080/19420862.2026.2644655
Marc Hoffstedt, Jannis Wowra, Hermann Wätzig, Knut Baumann

Many complex models for antibody affinity prediction have been developed and successfully deployed. Recent results for T-cell receptor epitope prediction have shown, that even simple distance-based models can achieve a similar performance while requiring less parameters, being more easily interpretable and faster to compute. Encouraged by these results AbDist, a new distance-based model, was developed for antibody affinity prediction. It uses fragments around mutation sites to calculate distances between antibody sequences, demonstrating that a local environment alone suffices as an effective featurization. AbDist was used to perform classification and regression tasks on multiple disjunct public datasets. Its performance matches state-of-the-art machine-learning (ML) models. AbDist is interpretable, computationally efficient, and well suited for data-sparse, early-stage antibody engineering workflows, while sharing the limited out-of-distribution generalization common to current models. AbDist is available as an open-source, publicly accessible tool.

许多复杂的抗体亲和预测模型已经开发并成功部署。最近对t细胞受体表位预测的结果表明,即使是简单的基于距离的模型也可以实现类似的性能,同时需要更少的参数,更容易解释和更快的计算。在这些结果的鼓舞下,我们开发了一种新的基于距离的抗体亲和力预测模型AbDist。它使用突变位点周围的片段来计算抗体序列之间的距离,证明仅局部环境就足以作为有效的特征。AbDist用于对多个不相交的公共数据集执行分类和回归任务。它的性能与最先进的机器学习(ML)模型相匹配。AbDist可解释,计算效率高,非常适合数据稀疏,早期抗体工程工作流程,同时共享当前模型的有限分布外泛化。AbDist是一个开源的、可公开访问的工具。
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引用次数: 0
Drawing Wellbeing: findings from an art-based exploration with Aboriginal and Torres Strait Islander children. 绘制福祉:对土著和托雷斯海峡岛民儿童进行艺术探索的结果。
IF 2.3 4区 医学 Q2 NURSING Pub Date : 2026-12-31 Epub Date: 2026-03-12 DOI: 10.1080/17482631.2026.2644588
Kate Anderson, Alana Gall, Tasha-Jade Cole, Taleah Carson, Kirsten Howard, Darren Garvey, Michelle Dickson, Martin Howell, Maryanne Theobald, Oliver Black, Justin Wilkey, Cammi Murrup-Stewart, Gail Garvey

Purpose: Aboriginal and Torres Strait Islander children are custodians of the world's oldest living cultures yet experience systemic inequities that infringe upon their rights to health, education, safety, and cultural identity due to ongoing colonisation. Despite these persistent disparities, few studies have explored wellbeing from Aboriginal and Torres Strait Islander children's own perspectives and lived experiences. This study addresses this gap by privileging children's voices in a large-scale, culturally grounded qualitative investigation.

Method: This study represents the first phase of the What Matters 2Kids (WM2K) project, which aims to develop a culturally relevant wellbeing measure for Aboriginal and Torres Strait Islander children aged 5-11 years. Using an Indigenist methodology and culturally responsive Art and Yarning method, 219 Aboriginal and Torres Strait Islander children across 15 sites in urban, regional, and remote Australia participated in creative sessions to express what supports their wellbeing. Data was analysed using Reflexive Thematic Analysis and a Collaborative Yarning approach.

Results: Culture emerged as a foundational element underpinning and connecting all aspects of Aboriginal and Torres Strait Islander children's wellbeing. Within this cultural foundation, seven interconnected themes were identified: caring relationships, connection to Country and nature, feeling safe, hopes and dreams, strong mind and body, interests and activities, and strong identity. A culturally resonant visual analogy, the "Wellbeing Stones", was developed to conceptualise these findings.

Conclusions: This study provides critical insights into the holistic, relational, and culturally embedded nature of wellbeing for Aboriginal and Torres Strait Islander children, offering essential groundwork for developing culturally appropriate measurement tools and interventions with important implications for research, policy, and service provision.

目的:土著和托雷斯海峡岛民儿童是世界上现存最古老文化的守护者,但由于持续的殖民化,他们的健康、教育、安全和文化认同权利受到了系统性不平等的侵犯。尽管存在这些持续的差异,但很少有研究从土著和托雷斯海峡岛民儿童自己的角度和生活经历来探讨他们的幸福感。这项研究通过在大规模的、文化基础的定性调查中赋予儿童声音特权来解决这一差距。方法:本研究代表了“重要的2个孩子”(WM2K)项目的第一阶段,该项目旨在为5-11岁的土著和托雷斯海峡岛民儿童制定与文化相关的健康衡量标准。在澳大利亚城市、地区和偏远地区的15个地点,219名土著和托雷斯海峡岛民儿童使用土著主义方法和文化响应艺术和Yarning方法参加了创造性会议,以表达支持他们福祉的东西。数据分析使用反身性主题分析和协作性纱线方法。结果:文化成为原住民和托雷斯海峡岛民儿童福祉各个方面的基础因素。在这个文化基础上,确定了七个相互关联的主题:关爱关系,与国家和自然的联系,安全感,希望和梦想,强大的身心,兴趣和活动,以及强烈的身份认同。一种文化共鸣的视觉类比,“幸福之石”,被开发出来概念化这些发现。结论:本研究对土著和托雷斯海峡岛民儿童福祉的整体、关系和文化嵌入性质提供了重要见解,为开发文化上适当的测量工具和干预措施提供了必要的基础,对研究、政策和服务提供具有重要意义。
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引用次数: 0
Development and validation of machine learning prognostic models for overall survival in non-surgical prostate cancer patients with bone metastases. 非手术前列腺癌骨转移患者总体生存的机器学习预后模型的开发和验证。
IF 2.6 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-12-31 Epub Date: 2026-03-16 DOI: 10.1080/13685538.2026.2644725
Qilin Yang, Ben Wang, Yang Yang, Sheng Li, Yuchen Li, Qingsong Du, Erhao Bao

Objective: To construct and interpret a machine learning model for predicting overall survival in nonsurgical prostate cancer with bone metastases (PCBM).

Methods: Data from 3,378 SEER database patients were utilized to develop machine learning survival models, with the best-performing model visually interpreted using SHAP.

Results: The Extra Survival Trees (EST) model performed best (validation AUC = 0.694, C-index = 0.643). SHAP analysis identified the Gleason score as the most critical survival factor, significantly outweighing clinical T stage. Visceral metastasis and advanced age also markedly increased mortality risk.

Conclusion: The EST model effectively assesses OS in nonsurgical PCBM. The Gleason score holds greater prognostic value than local anatomical staging in this cohort, suggesting clinicians should prioritize early, aggressive combination treatments for high-Gleason, high-burden patients.

目的:建立并解释预测非手术前列腺癌骨转移(PCBM)总生存率的机器学习模型。方法:利用3378例SEER数据库患者的数据建立机器学习生存模型,使用SHAP对表现最佳的模型进行可视化解释。结果:额外生存树(EST)模型最优(验证AUC = 0.694, C-index = 0.643)。SHAP分析确定Gleason评分是最关键的生存因素,显著超过临床T分期。内脏转移和高龄也显著增加了死亡风险。结论:EST模型可有效评估非手术PCBM的OS。在该队列中,Gleason评分比局部解剖分期具有更大的预后价值,提示临床医生应优先考虑对高Gleason评分、高负担患者进行早期、积极的联合治疗。
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引用次数: 0
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