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Early Photoreceptor Disruption in Emerging Subretinal Drusenoid Deposits Detected by Adaptive Optics Imaging. 自适应光学成像检测新兴视网膜下类鼓素沉积的早期光感受器破坏。
Pub Date : 2026-02-04 DOI: 10.64898/2026.01.28.26344907
Sujin Hoshi, Xiaolin Wang, Shin Kadomoto, Ruixue Liu, Michael Ip, Srinivas R Sadda, David Sarraf, Yuhua Zhang

Purpose: Subretinal drusenoid deposits (SDDs) are a distinct entity in age-related macular degeneration (AMD) and associated with photoreceptor impairment during progression. Their early impact on photoreceptors remains incompletely understood. This study examined photoreceptor reflectivity during the phase when SDDs were not clinically detectable on optical coherence tomography (OCT) using adaptive optics scanning laser ophthalmoscopy (AOSLO).

Design: Longitudinal observational study.

Participants: Patients with intermediate AMD.

Methods: Six eyes of four patients with intermediate AMD and predominantly SDDs underwent multimodal imaging 3-4 times over 3.5 years. Individual SDDs were graded using an OCT-based 3-stage system at each time point. Cross-sectional retinal structure and photoreceptor reflectivity at the location where the new SDDs developed during follow-up were evaluated using OCT and AOSLO.

Main outcome measures: Photoreceptor reflectivity change prior to and during SDD development.

Results: Forty-eight retinal locations where new dot-type SDDs developed during follow-up were identified. AOSLO revealed reduced photoreceptor reflectivity in these regions before OCT demonstrated clinically evident deposits (stage ≥ 1) between the ellipsoid zone and the retinal pigment epithelium at the corresponding sites. The mean time to development of stage 1, stage 2, and stage 3 SDDs was 11.78 ± 5.01, 17.40 ± 6.08, and 18.72 ± 4.08 months, respectively.

Conclusions: High-resolution adaptive optics confocal imaging enables detection of photoreceptor optical property alterations at a stage when SDDs are not yet evident on OCT. This finding underscores the exceptional sensitivity of photoreceptors to minimal structural or functional perturbations during SDD formation and defines an early window for potential intervention.

目的:视网膜下类德鲁桑沉积物(SDDs)是年龄相关性黄斑变性(AMD)的一个独特实体,并与进展过程中的光感受器损伤相关。它们对光感受器的早期影响尚不完全清楚。本研究使用自适应光学扫描激光检眼镜(AOSLO)检查了在临床光学相干断层扫描(OCT)未检测到sdd的阶段的光感受器反射率。设计:纵向观察研究。参与者:中度AMD患者。方法:对4例以sdd为主的中度AMD患者的6只眼进行了3 ~ 4次多模态显像,时间为3.5年。在每个时间点使用基于oct的3阶段系统对单个sdd进行评分。利用OCT和AOSLO评估随访期间新SDDs发生位置的视网膜横截面结构和光感受器反射率。主要观察指标:SDD发病前和发病期间的光感受器反射率变化。结果:在随访中发现新的点状SDDs的视网膜位置48个。AOSLO显示这些区域的光感受器反射率降低,而OCT在相应部位的椭球区和视网膜色素上皮之间显示临床明显的沉积(≥1期)。1期、2期和3期SDDs的平均发展时间分别为11.78±5.01、17.40±6.08和18.72±4.08个月。结论:高分辨率自适应光学共聚焦成像可以在SDD尚未明显的oct阶段检测到光感受器光学特性的改变。这一发现强调了SDD形成过程中光感受器对最小结构或功能扰动的异常敏感性,并为潜在的干预提供了早期窗口。
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引用次数: 0
Personalized Circulating Tumor DNA (ctDNA) Profiling Enables Superior and Universal Measurable Residual Disease (MRD) Detection in Acute Myeloid Leukemia (AML). 个性化循环肿瘤DNA (ctDNA)分析能够在急性髓性白血病(AML)中实现卓越和普遍可测量的残留疾病(MRD)检测。
Pub Date : 2026-02-04 DOI: 10.64898/2026.01.28.26344873
Ruwan Gunaratne, Crystal Zhou, Sanjeeth Rajaram, Jesse W Tai, Kailee Tanaka, Charu Tiwari, Emily Yang, Sky Kim, Grace Gao, Raymond Yin, Mia Carleton, Matthew S Alkaitis, Matthew Schwede, Brian J Sworder, Gabriel N Mannis, Michael S Khodadoust, Ravindra Majeti, David M Kurtz, Tian Yi Zhang

Relapsed and/or refractory disease remains the leading cause of death in AML, highlighting the need for broadly applicable, high-sensitivity approaches to MRD detection. We developed AML-CAPP-Seq ( Ca ncer P ersonalized P rofiling by Deep Seq uencing), a personalized hybrid-capture assay that tracks both canonical AML drivers and patient-specific variants identified by whole-exome sequencing. In 56 patients with longitudinal plasma and matched peripheral blood and bone marrow samples, AML-CAPP-Seq enabled universal MRD assessment and resolution of clonal dynamics using a median of 30.5 variants per patient. Plasma ctDNA outperformed cellular compartments for MRD detection and more strongly predicted relapse-free (HR 17.8, p<0.0001) and overall survival (HR 17.0, p<0.0001) than standard-of-care MRD methods. Among 29 allogeneic transplant recipients, peri-transplant ctDNA-MRD dynamics markedly improved relapse risk stratification (HR 36.0, p=0.0009). Together, these results establish personalized ctDNA profiling as a minimally invasive, highly sensitive, and generalizable platform for enhanced clinical MRD detection and clonal surveillance in AML.

Significance statement: We present a personalized blood test for acute myeloid leukemia that tracks patient-specific circulating tumor DNA, enabling sensitive, universal, noninvasive detection of residual disease. It outperforms standard-of-care marrow and cell-based methods for predicting relapse and survival, including after transplant, reveals clonal dynamics, and supports individualized disease monitoring and risk-adapted treatment.

复发和/或难治性疾病仍然是AML死亡的主要原因,因此需要广泛适用的、高灵敏度的MRD检测方法。我们开发了AML- capp -Seq(通过深度测序进行的癌症P个性化分析),这是一种个性化的混合捕获检测,可跟踪典型AML驱动因素和通过全外显子组测序确定的患者特异性变异。在56例具有纵向血浆和匹配的外周血和骨髓样本的患者中,AML-CAPP-Seq使用每位患者30.5个变异的中位数,实现了通用MRD评估和克隆动力学的分辨率。血浆ctDNA在MRD检测中的表现优于细胞区室,并且更能预测无复发(HR 17.8)。意义声明:我们提出了一种针对急性髓系白血病的个性化血液检测方法,该方法可以追踪患者特异性循环肿瘤DNA,从而实现对残留疾病的敏感、普遍、无创检测。它在预测复发和生存(包括移植后)方面优于标准护理骨髓和基于细胞的方法,揭示克隆动态,并支持个体化疾病监测和适应风险的治疗。
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引用次数: 0
Fatigue Links Sociodemographic Risk to Pain Intensity and Spread in Two Surgical Cohorts. 在两个外科队列中,疲劳将社会人口风险与疼痛强度和扩散联系起来。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.02.26345387
Michael Sun, Briha Ansari, Daniel Clauw, Richard E Harris, Kathleen A Sluka, Chelsea M Kaplan, Chad M Brummet, Martin A Lindquist, Tor D Wager

Why some surgical participants experience pain that extends beyond the original site of injury while others do not remains poorly understood. Both pain intensity and widespread pain contribute to recovery and quality of life, yet their psychosocial correlates are often examined separately. Using data from two large pre-surgical cohorts-participants preparing for knee replacement or thoracic surgery-we examined associations between sociodemographic and psychosocial factors, pain intensity at surgical and non-surgical sites, and widespread chronic pain. Across cohorts and outcomes, fatigue showed the strongest and most consistent associations with pain intensity and widespread pain, independent of other measured factors. Fatigue also occupied a central position in statistical association networks and accounted for substantial shared variance among multiple psychosocial variables, including sleep disturbance, depression, stress, and socioeconomic disadvantage. Pain at non-surgical sites was strongly associated with widespread pain and frequently accounted for observed associations between surgical-site pain and widespread pain. Together, these findings highlight robust patterns of association linking fatigue, pain intensity, and widespread pain in pre-surgical populations.

One sentence summary: Fatigue is the strongest and most consistent factor linked to how pain intensifies and spreads before surgery.

为什么一些手术参与者经历的疼痛超出了原来的受伤部位,而另一些人却没有,这一点仍然知之甚少。疼痛强度和广泛的疼痛都有助于恢复和生活质量,但它们的社会心理相关性通常是分开检查的。使用来自两个大型术前队列(准备膝关节置换术或胸外科手术的参与者)的数据,我们检查了社会人口统计学和心理社会因素、手术和非手术部位的疼痛强度以及广泛的慢性疼痛之间的关系。在整个队列和结果中,疲劳显示出与疼痛强度和广泛性疼痛最强烈和最一致的关联,独立于其他测量因素。疲劳在统计关联网络中也占据了中心位置,并在多个社会心理变量(包括睡眠障碍、抑郁、压力和社会经济劣势)中占了相当大的共享方差。非手术部位的疼痛与广泛性疼痛密切相关,并且经常解释观察到的手术部位疼痛与广泛性疼痛之间的关联。总之,这些发现强调了术前人群中疲劳、疼痛强度和广泛疼痛之间的强大关联模式。一句话总结:疲劳是与手术前疼痛加剧和扩散有关的最强和最一致的因素。
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引用次数: 0
Top-Down Proteomics in the Assessment of Kidney Donor Quality: a novel approach to increased organ utilization. 自顶向下蛋白质组学在肾脏供体质量评估中的应用:一种提高器官利用率的新方法。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.02.26345404
Claudia Ctortecka, Dinesh Jaishankar, Pei Su, Che-Fan Huang, Indira Pla, Nathaniel Henning, Michael A R Hollas, Michelle A Callegari, Meredith E Taylor, Yu Min Lee, Amna Daud, David F Pinelli, Vinayak Rohan, Michael A Caldwell, Eleonora Forte, Aniel Sanchez, Neil L Kelleher, Satish N Nadig
<p><p>Kidney transplantation faces a critical paradox: while thousands await organs, approximately 30% of potential deceased donor kidneys are discarded for various reasons, including <i>subjective</i> assessments due to the lack of an objective molecular biomarker of preservation quality. Here, we applied novel "top-down" proteoform imaging mass spectrometry across living donor (LD), deceased donor (brain death or cardiac death), and discarded human kidneys to quantify proteoforms correlating with post-transplant kidney function. This approach preserves post-translational modifications and splice variants, revealing molecular tissue variability beyond protein presence. LD kidneys displayed robust metabolic signatures, including L-xylulose reductase and cytochrome oxidase subunits, whereas deceased donor and discarded organs showed elevated cellular stress markers such as alpha-B-crystallin and peroxiredoxin 1. Post-transplant blood proteoform analysis validated tissue findings, demonstrating persistent cellular stress and immune activation in deceased donor recipients compared with physiologic wound healing in LD recipients. Consistent with these molecular predictions, serum creatinine levels were highest in DCD, intermediate in DBD, and lowest in LD recipients. The intersection of tissue proteoform signatures across all marginal tissues identified four proteoforms consistently elevated in deceased and discarded kidneys: ACTG1, acetylated CRYAB, PARK7, and S100A4. Collectively, these proteoforms capture key molecular indicators of graft quality, reflecting oxidative stress, cellular injury, and immune activation pathways. As such, they represent promising point-of-care (POC) biomarker candidates for <i>objective</i> kidney classification, potentially improving donor kidney utilization.</p><p><strong>Translational statement: </strong>Current methods for evaluating donor kidney quality rely on subjective assessments, contributing to the discard of approximately 30% of potentially viable organs. This study demonstrates that "top-down" proteomics can objectively identify molecular signatures distinguishing high-quality from marginal donor kidneys. Top-down proteomics analyzes intact proteins with their post-translational modifications or cleavage products, termed proteoforms to provide mechanistic insights into graft quality. We identified four proteoforms (ACTG1, acetylated CRYAB, PARK7, and S100A4) to be consistently elevated in deceased and discarded kidneys, reflecting oxidative stress, cellular injury, and immune activation. These molecular markers correlated with post-transplant kidney outcome, as measured by serum creatinine levels and recipient blood proteoforms. As a next step, validation in larger cohorts could establish these proteoforms as point-of-care biomarkers for real-time donor kidney assessment during procurement. This objective molecular stratification could reduce unnecessary organ discards and improve transplant outcomes by mat
肾移植面临着一个关键的悖论:当成千上万的人等待器官时,大约30%的潜在死亡供体肾脏由于各种原因被丢弃,包括由于缺乏客观的保存质量分子生物标志物而进行的主观评估。在这里,我们应用了新型的“自上而下”的蛋白质形态成像质谱法,在活体供体(LD)、已故供体(脑死亡或心脏死亡)和丢弃的人类肾脏中量化与移植后肾脏功能相关的蛋白质形态。这种方法保留了翻译后修饰和剪接变异,揭示了蛋白质存在之外的分子组织变异性。死亡肾脏显示出强大的代谢特征,包括l -木糖还原酶和细胞色素氧化酶亚基,而死亡供体和丢弃的器官显示出升高的细胞应激标志物,如α - b -晶体蛋白和过氧化物还蛋白1。移植后血液蛋白形态分析证实了组织发现,与LD受体的生理性伤口愈合相比,死亡供体受体显示了持续的细胞应激和免疫激活。与这些分子预测一致,DCD患者血清肌酐水平最高,DBD患者处于中间水平,LD患者最低。所有边缘组织的组织蛋白形态特征交叉鉴定出四种蛋白形态在死亡和丢弃的肾脏中持续升高:ACTG1、乙酰化CRYAB、PARK7和S100A4。总的来说,这些蛋白质形态捕获了移植物质量的关键分子指标,反映了氧化应激、细胞损伤和免疫激活途径。因此,它们代表了客观肾脏分类的有希望的护理点(POC)生物标志物候选物,有可能提高供体肾脏的利用率。翻译说明:目前评估供体肾脏质量的方法依赖于主观评估,导致大约30%的潜在可行器官被丢弃。这项研究表明,“自上而下”的蛋白质组学可以客观地识别出区分高质量和边缘供体肾脏的分子特征。自上而下的蛋白质组学分析完整的蛋白质及其翻译后修饰或裂解产物,称为蛋白质形态,以提供对移植物质量的机制见解。我们发现四种蛋白质形态(ACTG1、乙酰化CRYAB、PARK7和S100A4)在死亡和丢弃的肾脏中持续升高,反映了氧化应激、细胞损伤和免疫激活。通过血清肌酐水平和受体血液蛋白形态测量,这些分子标记与移植后肾脏预后相关。下一步,在更大的队列中进行验证,可以将这些蛋白质形态建立为在采购过程中实时评估供体肾脏的即时生物标志物。这种客观的分子分层可以减少不必要的器官丢弃,并通过匹配器官质量与受体风险特征来改善移植结果。
{"title":"Top-Down Proteomics in the Assessment of Kidney Donor Quality: a novel approach to increased organ utilization.","authors":"Claudia Ctortecka, Dinesh Jaishankar, Pei Su, Che-Fan Huang, Indira Pla, Nathaniel Henning, Michael A R Hollas, Michelle A Callegari, Meredith E Taylor, Yu Min Lee, Amna Daud, David F Pinelli, Vinayak Rohan, Michael A Caldwell, Eleonora Forte, Aniel Sanchez, Neil L Kelleher, Satish N Nadig","doi":"10.64898/2026.02.02.26345404","DOIUrl":"https://doi.org/10.64898/2026.02.02.26345404","url":null,"abstract":"&lt;p&gt;&lt;p&gt;Kidney transplantation faces a critical paradox: while thousands await organs, approximately 30% of potential deceased donor kidneys are discarded for various reasons, including &lt;i&gt;subjective&lt;/i&gt; assessments due to the lack of an objective molecular biomarker of preservation quality. Here, we applied novel \"top-down\" proteoform imaging mass spectrometry across living donor (LD), deceased donor (brain death or cardiac death), and discarded human kidneys to quantify proteoforms correlating with post-transplant kidney function. This approach preserves post-translational modifications and splice variants, revealing molecular tissue variability beyond protein presence. LD kidneys displayed robust metabolic signatures, including L-xylulose reductase and cytochrome oxidase subunits, whereas deceased donor and discarded organs showed elevated cellular stress markers such as alpha-B-crystallin and peroxiredoxin 1. Post-transplant blood proteoform analysis validated tissue findings, demonstrating persistent cellular stress and immune activation in deceased donor recipients compared with physiologic wound healing in LD recipients. Consistent with these molecular predictions, serum creatinine levels were highest in DCD, intermediate in DBD, and lowest in LD recipients. The intersection of tissue proteoform signatures across all marginal tissues identified four proteoforms consistently elevated in deceased and discarded kidneys: ACTG1, acetylated CRYAB, PARK7, and S100A4. Collectively, these proteoforms capture key molecular indicators of graft quality, reflecting oxidative stress, cellular injury, and immune activation pathways. As such, they represent promising point-of-care (POC) biomarker candidates for &lt;i&gt;objective&lt;/i&gt; kidney classification, potentially improving donor kidney utilization.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Translational statement: &lt;/strong&gt;Current methods for evaluating donor kidney quality rely on subjective assessments, contributing to the discard of approximately 30% of potentially viable organs. This study demonstrates that \"top-down\" proteomics can objectively identify molecular signatures distinguishing high-quality from marginal donor kidneys. Top-down proteomics analyzes intact proteins with their post-translational modifications or cleavage products, termed proteoforms to provide mechanistic insights into graft quality. We identified four proteoforms (ACTG1, acetylated CRYAB, PARK7, and S100A4) to be consistently elevated in deceased and discarded kidneys, reflecting oxidative stress, cellular injury, and immune activation. These molecular markers correlated with post-transplant kidney outcome, as measured by serum creatinine levels and recipient blood proteoforms. As a next step, validation in larger cohorts could establish these proteoforms as point-of-care biomarkers for real-time donor kidney assessment during procurement. This objective molecular stratification could reduce unnecessary organ discards and improve transplant outcomes by mat","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12889773/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146168670","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
Digital Twin Model of Treatment Outcomes in Post-Stroke Aphasia. 脑卒中后失语症治疗效果的数字孪生模型。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.03.26345022
Natalie Busby, Nicholas Riccardi, Janina Wilmskoetter, Eleanor Jeakle, Roger Newman-Norlund, Sigfus Kristinsson, Chris Rorden, Julius Fridriksson, Leonardo Bonilha
<p><strong>Background: </strong>Recovery from chronic post-stroke aphasia is highly heterogeneous and shaped by lesion characteristics, brain integrity, and systemic health. Traditional group-level models struggle to capture this multidimensional, dynamic variability. Digital twin approaches - patient-specific, continually updating models - may enable individualized prediction and counterfactual evaluation of modifiable risk factors. Therefore, the aim was to develop and validate a proof-of-concept digital twin that predicts individual naming outcomes during language treatment and quantifies the estimated impact of modifiable health factors on naming. This study represents the first application of digital twin modeling to aphasia recovery, and we hypothesize that this could constitute a critical first step toward dynamically adaptive, personalized models for aphasia rehabilitation.</p><p><strong>Methods: </strong>We analyzed longitudinal data from 106 chronic stroke survivors with aphasia enrolled in the POLAR randomized clinical trial. For each participant we combined baseline demographic/health variables (age, sex, education, days post-stroke, hypertension, diabetes, BMI), lesion load in left-hemisphere language ROIs (JHU atlas), ROI-level white-matter microstructure (FA), and resting-state functional connectivity restricted to language regions. A continual-learning linear model (River framework; Adam optimizer) was pretrained on baseline data and updated across timepoints. Model performance was assessed by R² at the final timepoint. Counterfactual simulations systematically altered hypertension, diabetes, and BMI to estimate isolated and combined effects on predicted Philadelphia Naming Test (PNT) scores.</p><p><strong>Results: </strong>The digital twin predicted final PNT scores with R² = 0.5848 (explaining approximately 58% of variance). The largest contributors were prior naming performance, age, lesion load in language regions, and white-matter integrity in temporal regions (notably right MTG and STG pole). Counterfactual results estimated modest but consistent effects of health factors, with them collectively accounting for approximately 25% of the variance in treatment gains. The average change in PNT score with counterfactual changes was 7.92 (SD = 16.11). Therefore, diabetic status explained 2% of the variance in treatment gains, hypertensive status explained 4.75%, and increasing BMI explained 18.5%.</p><p><strong>Conclusions: </strong>This study demonstrate the feasibility and clinical potential of applying a digital twin framework to chronic post-stroke aphasia, with the model successfully predicting more than half the variance in naming performance during language treatment. Through counterfactual simulation, we demonstrated that modifiable health factors exert measurable, bidirectional influences on predicted treatment outcomes, underscoring the role of systemic health in shaping language recovery. Although the individual effects
背景:慢性脑卒中后失语症的恢复是高度异质性的,受病变特征、脑完整性和全身健康的影响。传统的群体级模型难以捕捉这种多维的、动态的可变性。数字孪生方法——针对患者的、不断更新的模型——可以对可改变的风险因素进行个性化预测和反事实评估。因此,目的是开发和验证一个概念验证数字双胞胎,预测语言治疗期间的个体命名结果,并量化可改变的健康因素对命名的估计影响。这项研究代表了数字孪生模型在失语症康复中的首次应用,我们假设这可能是迈向动态自适应、个性化失语症康复模型的关键第一步。方法:我们分析了参加POLAR随机临床试验的106名患有失语的慢性中风幸存者的纵向数据。对于每个参与者,我们结合了基线人口统计学/健康变量(年龄、性别、教育程度、中风后的时间、高血压、糖尿病、BMI)、左半球语言roi的病变负荷(JHU图谱)、roi水平的白质微结构(FA)和仅限于语言区域的静息状态功能连接。一个持续学习的线性模型(River框架;Adam优化器)在基线数据上进行预训练,并在不同的时间点上进行更新。在最终时间点用R²评价模型的性能。反事实模拟系统地改变了高血压、糖尿病和BMI,以估计对预测费城命名测试(PNT)分数的单独和联合影响。结果:数字双胞胎预测最终PNT分数的R²= 0.5848(解释了大约58%的方差)。最大的影响因素是先前的命名能力、年龄、语言区损伤负荷和颞区白质完整性(特别是右侧MTG和STG极)。反事实结果估计了健康因素的适度但一致的影响,这些因素加起来约占治疗收益差异的25%。PNT评分随反事实变化的平均变化为7.92 (SD = 16.11)。因此,糖尿病状态解释了2%的治疗效果差异,高血压状态解释了4.75%,BMI增加解释了18.5%。结论:本研究证明了将数字双胞胎框架应用于慢性中风后失语症的可行性和临床潜力,该模型成功预测了语言治疗期间超过一半的命名表现差异。通过反事实模拟,我们证明了可改变的健康因素对预测的治疗结果产生可测量的双向影响,强调了系统健康在塑造语言恢复中的作用。虽然这些因素的个体影响程度不大,但它们对治疗效果的累积影响说明了多个小的生物因素如何加起来形成语言结果的有意义的差异。更广泛地说,这些发现说明了数字双胞胎模型在失语症治疗中的潜在价值,特别是作为一种整合多种生物因素并产生个性化、动态更新预测的工具。
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引用次数: 0
Genotype-specific communication profiles in 79,518 individuals with neurodevelopmental disorders. 79,518例神经发育障碍患者的基因型特异性交流谱
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.03.26345484
Cristiane Hsu, Alina Ivaniuk, Andres Jimenez-Gomez, Tobias Brünger, Christian M Boßelmann, M Scott Perry, Chiara Phan, Ana Arenivas, Natasha N Ludwig, Costin Leu, Dennis Lal
<p><strong>Rationale: </strong>Neurodevelopmental disorders (NDDs) are characterised by significant challenges in communication, social interaction, and adaptive function, often impacting quality of life. Previous studies support genetic influences on the communication abilities of individuals with NDD, but were either limited to single genetic conditions or to small cohorts with a limited selection of communication measures.</p><p><strong>Methods: </strong>We analysed caregiver-reported communication abilities in 79,518 individuals with NDD from the Simons Searchlight and SPARK registries: 4,439 with a CNV-based or monogenic NDD and 75,079 with autism spectrum disorder (ASD) without a known genetic cause (idiopathic ASD) as controls. For analysis, we a priori selected 10 communication-related measures based on their availability in the study cohorts, coverage of distinct communication aspects, and their frequent use in neurodevelopmental phenotyping, yielding 177,328 data points across all study cohorts. The individuals in the Searchlight registry were divided into a <i>Discovery</i> cohort (the 15 most prevalent genetic NDD conditions) and a <i>Confirmation</i> cohort (all other genetic NDD conditions). A second <i>Confirmation</i> cohort was generated using all individuals with genetic ASD forms from the SPARK registry. We then tested each of the three case cohorts and each genetic condition represented in the <i>Discovery</i> cohort against the ASD control cohort. Developmental trajectories were assessed through testing of participants grouped by age at evaluation.</p><p><strong>Results: </strong>Measure-level analyses demonstrated significant associations between genetic status and communication abilities, differences in communication abilities between classes of genetic variants (monogenic vs. CNV-based NDDs), and variability between specific genetic NDD conditions. CNV-based NDDs showed milder communication impairment, outperforming idiopathic ASD controls in 9/10 communication measures, whereas monogenic NDD conditions had more pervasive impairments, especially in verbal communication. Although impaired in verbal communication, five monogenic NDD conditions showed at least suggestive strengths in nonverbal and social communication relative to idiopathic ASD controls ( <i>CSNK2A1</i> , <i>CTNNB1</i> , <i>SETBP1</i> , <i>MED13L</i> , and <i>PPP2R5D</i> ), specifically in using gestures. Developmental trajectory analyses revealed <i>STXBP1</i> as the gene group at highest risk of developmental stagnation in communication abilities.</p><p><strong>Conclusions: </strong>These findings underscore the potential of precision speech-language pathology (SLP) approaches tailored to the specific verbal and nonverbal communication strengths and weaknesses of genetic groups. We also provide evidence for measurable improvements and declines in communication abilities with age at the group level, highlighting the need for developmentally informed care. By
理由:神经发育障碍(ndd)的特点是在沟通、社会互动和适应功能方面面临重大挑战,经常影响生活质量。先前的研究支持基因对NDD患者沟通能力的影响,但这些研究要么局限于单一遗传条件,要么局限于交流措施选择有限的小群体。方法:我们分析了来自Simons Searchlight和SPARK登记处的79,518名NDD患者的护理人员报告的沟通能力:4,439名基于cnv或单基因的NDD患者和75,079名无已知遗传原因的自闭症谱系障碍(ASD)患者作为对照。为了进行分析,我们根据它们在研究队列中的可用性、不同通信方面的覆盖范围以及它们在神经发育表型中的频繁使用,先验地选择了10个与通信相关的测量方法,在所有研究队列中产生了177,328个数据点。在Searchlight登记处的个体被分为发现队列(15种最普遍的遗传性NDD病症)和确认队列(所有其他遗传性NDD病症)。第二个确认队列使用SPARK注册表中所有遗传ASD形式的个体生成。然后,我们将三个病例队列和发现队列中所代表的每种遗传条件与ASD对照队列进行了测试。发展轨迹的评估通过测试参与者分组的年龄在评估。结果:测量水平分析表明,遗传状态与沟通能力之间存在显著关联,不同类型的遗传变异(单基因与基于cnv的NDD)之间的沟通能力差异,以及特定遗传NDD条件之间的差异。基于cnv的NDD表现出较轻的沟通障碍,在9/10的沟通测量中表现优于特发性ASD对照组,而单基因NDD则表现出更普遍的障碍,尤其是在语言沟通方面。尽管言语沟通受损,但与特发性ASD对照组(CSNK2A1, CTNNB1, SETBP1, MED13L和PPP2R5D)相比,5种单基因NDD患者在非言语和社交沟通方面至少显示出暗示的优势,特别是在使用手势方面。发育轨迹分析显示,STXBP1是沟通能力发育停滞风险最高的基因群。结论:这些发现强调了精确言语语言病理学(SLP)方法的潜力,该方法针对特定的语言和非语言交流优势和劣势的遗传群体量身定制。我们还提供了证据表明,在群体层面上,沟通能力随年龄的增长有明显的改善和下降,强调了对发育知情护理的需求。通过将遗传学见解整合到临床实践中,精确的SLP方法可以提高遗传ndd患者的沟通结果和发育进展,并改善他们的生活质量。
{"title":"Genotype-specific communication profiles in 79,518 individuals with neurodevelopmental disorders.","authors":"Cristiane Hsu, Alina Ivaniuk, Andres Jimenez-Gomez, Tobias Brünger, Christian M Boßelmann, M Scott Perry, Chiara Phan, Ana Arenivas, Natasha N Ludwig, Costin Leu, Dennis Lal","doi":"10.64898/2026.02.03.26345484","DOIUrl":"https://doi.org/10.64898/2026.02.03.26345484","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Rationale: &lt;/strong&gt;Neurodevelopmental disorders (NDDs) are characterised by significant challenges in communication, social interaction, and adaptive function, often impacting quality of life. Previous studies support genetic influences on the communication abilities of individuals with NDD, but were either limited to single genetic conditions or to small cohorts with a limited selection of communication measures.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We analysed caregiver-reported communication abilities in 79,518 individuals with NDD from the Simons Searchlight and SPARK registries: 4,439 with a CNV-based or monogenic NDD and 75,079 with autism spectrum disorder (ASD) without a known genetic cause (idiopathic ASD) as controls. For analysis, we a priori selected 10 communication-related measures based on their availability in the study cohorts, coverage of distinct communication aspects, and their frequent use in neurodevelopmental phenotyping, yielding 177,328 data points across all study cohorts. The individuals in the Searchlight registry were divided into a &lt;i&gt;Discovery&lt;/i&gt; cohort (the 15 most prevalent genetic NDD conditions) and a &lt;i&gt;Confirmation&lt;/i&gt; cohort (all other genetic NDD conditions). A second &lt;i&gt;Confirmation&lt;/i&gt; cohort was generated using all individuals with genetic ASD forms from the SPARK registry. We then tested each of the three case cohorts and each genetic condition represented in the &lt;i&gt;Discovery&lt;/i&gt; cohort against the ASD control cohort. Developmental trajectories were assessed through testing of participants grouped by age at evaluation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Measure-level analyses demonstrated significant associations between genetic status and communication abilities, differences in communication abilities between classes of genetic variants (monogenic vs. CNV-based NDDs), and variability between specific genetic NDD conditions. CNV-based NDDs showed milder communication impairment, outperforming idiopathic ASD controls in 9/10 communication measures, whereas monogenic NDD conditions had more pervasive impairments, especially in verbal communication. Although impaired in verbal communication, five monogenic NDD conditions showed at least suggestive strengths in nonverbal and social communication relative to idiopathic ASD controls ( &lt;i&gt;CSNK2A1&lt;/i&gt; , &lt;i&gt;CTNNB1&lt;/i&gt; , &lt;i&gt;SETBP1&lt;/i&gt; , &lt;i&gt;MED13L&lt;/i&gt; , and &lt;i&gt;PPP2R5D&lt;/i&gt; ), specifically in using gestures. Developmental trajectory analyses revealed &lt;i&gt;STXBP1&lt;/i&gt; as the gene group at highest risk of developmental stagnation in communication abilities.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;These findings underscore the potential of precision speech-language pathology (SLP) approaches tailored to the specific verbal and nonverbal communication strengths and weaknesses of genetic groups. We also provide evidence for measurable improvements and declines in communication abilities with age at the group level, highlighting the need for developmentally informed care. By","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12889800/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146168686","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
Scalable and comprehensive mosaic variant calling using DRAGEN. 可扩展和全面的马赛克变体调用使用DRAGEN。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.03.26345450
Sairam Behera, Massimiliano Rossi, Yina Wang, Michal B Izydorczyk, Duke Tran, Clifton L Dalgard, Ester Kalef-Ezra, Kavya Kottapalli, Heer Mehta, Gavin Parnaby, Oona Shigeno Risse-Adams, Sonja W Scholz, Helen Shen, Theodore M Nelson, Arun Visvanath, Xinchang Zheng, Harsha Doddapaneni, Thomas Garcia, Christopher E Mason, Christos Proukakis, James Han, Rami Mehio, Severine Catreux, Fritz J Sedlazeck

Detecting low variant allele fraction (VAF) mosaic variants without matching controls remains a major challenge in genomics, limited by technical noise, lack of benchmarks, and computational scalability. We present the DRAGEN mosaic caller, a hardware-accelerated approach identifying variants down to ∼1-2% VAF with low false-positive rates and hour-scale runtimes for mosaic SNV/indel detection from bulk sequencing. To support evaluation, we introduce a genome-wide low-VAF benchmark for variants between 1-10% VAF. Application to blood, sperm, and brain tissues revealed patterns, including mosaic hotspots and mutational signatures. The first analysis of HG002 blood showed that many "mosaic" variants defined from HG002 cell lines are likely culture-derived and not in vivo mutations. Importantly, DRAGEN also enables personalized assembly pangenome references to improve alignment and mosaic variant detection in complex regions. Together, this development makes routine low-VAF discovery feasible, opening new opportunities to study mosaic mutations in healthy and disease individuals.

在没有匹配对照的情况下检测低变异等位基因片段(VAF)马赛克变体仍然是基因组学的主要挑战,受到技术噪声、缺乏基准和计算可扩展性的限制。我们提出了DRAGEN马赛克调用者,这是一种硬件加速方法,可识别低至1-2% VAF的变异,具有低假阳性率和小时运行时间,可用于批量测序的马赛克SNV/indel检测。为了支持评估,我们引入了一个全基因组低VAF基准,用于1-10% VAF之间的变异。对血液、精子和脑组织的应用揭示了模式,包括马赛克热点和突变特征。对HG002血液的首次分析表明,从HG002细胞系中定义的许多“马赛克”变异可能是培养衍生的,而不是体内突变。重要的是,DRAGEN还支持个性化组装泛基因组参考,以改善复杂区域的比对和马赛克变体检测。总之,这一进展使常规低vaf发现成为可能,为研究健康和疾病个体的花叶突变开辟了新的机会。
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引用次数: 0
Trends for the Impact of Cigarette Smoking on Mortality in US States. 美国各州吸烟对死亡率影响的趋势。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.02.26345393
Theodore R Holford, Jamie Tam, Jihyoun Jeon, Yoonseo Mok, Rafael Meza

Introduction: Mortality and smoking rates vary over time across the US. The Cancer Intervention and Surveillance Modeling Network-Lung Working Group (CISNET-LWG) has developed a smoking history generator to describe the effects smoking on health. This work further refines these parameters and quantifies effects on life expectancy.

Methods: Data from the National Health Interview Survey (NHIS) and the Tobacco Use Supplement to the Current Population Survey (TUS-CPS) were used to estimate smoking history parameters for each state. The age-period-cohort was used in most cases, but an age-cohort mode was used for cessation probabilities. Population mortality data were used to estimate mortality rates for all causes, lung cancer, and non-lung cancer. These were partitioned by smoking status.

Results: California and Kentucky are states with more or less aggressive tobacco control. The difference between population cohort life expectancy and life expectancy of never smoker was greater for males than for females, and it was greater in Kentucky than California because of higher smoking rates. These differences decreased with time. Similar result are shown for each state.

Conclusions: Variation in smoking parameters and mortality trends vary considerably among states. These show variation in exposure to tobacco smoking and their effects on life expectancy. The Southeast region tends to have greater differences from never smokers because of higher smoking rates. However, there are also other factors affecting mortality rates.

美国各地的死亡率和吸烟率随时间而变化。癌症干预和监测建模网络-肺部工作组(CISNET-LWG)开发了一个吸烟史生成器来描述吸烟对健康的影响。这项工作进一步细化了这些参数,并量化了对预期寿命的影响。方法:使用来自全国健康访谈调查(NHIS)和当前人口调查烟草使用补充(TUS-CPS)的数据估计各州的吸烟史参数。在大多数情况下使用年龄-时期队列,但戒烟概率使用年龄-队列模式。人口死亡率数据用于估计各种原因、肺癌和非肺癌的死亡率。这些是根据吸烟状况划分的。结果:加州和肯塔基州或多或少都有积极的烟草控制措施。人口队列预期寿命和从不吸烟者预期寿命之间的差异男性大于女性,肯塔基州比加利福尼亚州更大,因为吸烟率更高。这些差异随着时间的推移而减少。每个州都显示了类似的结果。结论:各州的吸烟参数和死亡率趋势差异很大。这些数据显示了吸烟暴露的差异及其对预期寿命的影响。由于吸烟率较高,东南地区与从不吸烟者的差异更大。然而,也有其他因素影响死亡率。
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引用次数: 0
Distinct Spectral and Directional Thalamocortical Network Dynamics Define Focal Seizure Evolution. 独特的光谱和定向丘脑皮质网络动力学定义局灶性癫痫发作的演变。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.03.26345480
Saarang Panchavati, Atsuro Daida, Sotaro Kanai, Shingo Oana, Hiroya Ono, Masaki Izumi, Kikuko Kaneko, Aria Fallah, Joe X Qiao, Noriko Salamon, Raman Sankar, Corey Arnold, William Speier, Hiroki Nariai
<p><p>Neuromodulation targeting thalamic nuclei is increasingly used to treat drug-resistant focal epilepsy, yet human intracranial EEG studies describing how thalamocortical interactions evolve across seizures remain limited. We aimed to define frequency-specific thalamocortical network dynamics from seizure onset to termination, compare thalamocortical and cortico-cortical network activation, and test whether thalamic EEG features can classify seizure state to inform closed-loop or adaptive thalamic stimulation strategies. We retrospectively analyzed chronic stereo-EEG recordings from 19 patients with pediatric-onset, drug-resistant focal epilepsy (6 females; age at thalamic recording 1.0-28.1 years, median 16.9) with cortical and thalamic sampling. Sixty-six focal seizures were included. Spectral power, imaginary coherence, and spectral Granger causality were computed in non-overlapping two-second windows across slow (1-12 Hz), beta (13-30 Hz), and gamma (30-70 Hz) bands and compared with an interictal baseline. Random forest classifiers were trained using thalamic spectral power and thalamocortical connectivity features to distinguish ictal from non-ictal states using leave-one-patient-out cross-validation, with Shapley additive explanations used for feature attribution. Visual analysis identified thalamic ictal involvement at seizure onset in 82/101 thalamic contacts (81.2%), increasing to near-universal involvement by seizure termination, with onset-to-termination patterns dominated by low-voltage fast activity at onset and rhythmic spike or rhythmic slow-wave patterns at termination. The thalamus and cortical seizure onset zone exhibited broadband power increases at seizure onset that attenuated toward termination, while slow- and beta-band thalamocortical connectivity increased throughout seizures and peaked around the end-of-seizure epoch. Directed connectivity demonstrated bidirectional thalamocortical coupling, with slow-frequency thalamus-to-seizure onset zone outflow exceeding propagation-zone-to-seizure onset zone cortico-cortical outflow during both ictal and end-of-seizure epochs (anterior nucleus: p = 9.06 × 10L <sup>3</sup> and p = 8.80 × 10L <sup>3</sup> ; centromedian nucleus: p = 3.30 × 10L <sup>3</sup> and p = 5.70 × 10L <sup>3</sup> ). Seizure state was classifiable from thalamic spectral power and thalamocortical network features, achieving an area under the receiver operating characteristic curve of 0.825 ± 0.163 (anterior nucleus model) and 0.839 ± 0.149 (centromedian nucleus model), with thalamic broadband power plus slow-frequency thalamus-to-cortex outflow and beta-frequency cortex-to-thalamus inflow among the most informative features. Leveraging human intracranial EEG data, we define coordinated, frequency- and direction-specific thalamocortical and cortico-cortical network dynamics that evolve from seizure onset to termination. These findings establish a mechanistic basis and identify actionable thalamocortical EEG
针对丘脑核的神经调节越来越多地用于治疗耐药局灶性癫痫,然而,描述丘脑皮质相互作用如何在癫痫发作期间演变的人类颅内脑电图研究仍然有限。我们旨在定义从癫痫发作到终止的频率特异性丘脑皮质网络动态,比较丘脑皮质和皮质-皮质网络激活,并测试丘脑脑电图特征是否可以分类癫痫状态,从而为闭环或适应性丘脑刺激策略提供信息。我们回顾性分析了19例儿科发病的耐药局灶性癫痫患者的慢性立体脑电图记录(6例女性,丘脑记录年龄1.0-28.1岁,中位16.9岁),并进行皮质和丘脑采样。66例局灶性癫痫包括在内。谱功率、虚相干性和谱格兰杰因果关系在慢(1-12 Hz)、β (13-30 Hz)和γ (30-70 Hz)波段的非重叠两秒窗口中计算,并与间隔基线进行比较。随机森林分类器使用丘脑频谱功率和丘脑皮质连通性特征进行训练,使用留一个患者的交叉验证来区分临界状态和非临界状态,并使用Shapley加性解释进行特征归因。视觉分析发现,在癫痫发作时,82/101个丘脑接触者(81.2%)的丘脑尖部受累,在癫痫发作结束时增加到几乎普遍受累,从发作到终止的模式主要是发作时的低压快速活动和结束时的节律性尖峰或节律性慢波模式。丘脑和皮层癫痫发作区在癫痫发作时表现出宽带功率增加,并在癫痫发作结束时减弱,而慢带和β带丘脑皮质连通性在整个癫痫发作期间增加,并在癫痫发作结束时达到峰值。定向连接显示了双向丘脑皮质耦合,在发作初期和发作末期,丘脑-发作区慢频流出超过传播区-发作区-发作区皮质-皮层流出(前核:p = 9.06 × 10l3和p = 8.80 × 10l3;中核:p = 3.30 × 10l3和p = 5.70 × 10l3)。根据丘脑频谱功率和丘脑皮层网络特征对癫痫发作状态进行分类,获得接受者工作特征曲线下的面积为0.825±0.163(前核模型)和0.839±0.149(正中核模型),其中丘脑宽带功率加上丘脑-皮层慢频流出和丘脑-皮层- β频流入是最具信息量的特征。利用人类颅内脑电图数据,我们定义了协调的、频率和方向特异性的丘脑皮质和皮质-皮质网络动力学,从癫痫发作到终止。这些发现建立了机制基础,并确定了可操作的丘脑皮质EEG目标-特别是慢带和β带相互作用-为个性化,自适应,闭环神经调节提供信息,旨在优化癫痫发作结果。
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引用次数: 0
Exploring Cancer in Colorado using a novel data platform: the ECCO experience. 探索癌症在科罗拉多州使用一个新的数据平台:ECCO的经验。
Pub Date : 2026-02-04 DOI: 10.64898/2026.02.03.26345489
Jan T Lowery, Faisal Alquaddoomi, Vince Rubinetti, Todd Burus, Cydney Jardine, Adam C Warren, Jake Walsh, Evelinn Borrayo, Sean Davis

Purpose: To create a publicly available, interactive data platform to visualize various data measures reflecting Colorado and its residents to support research and outreach efforts, specifically focusing on cancer burden and disparities throughout the state. This platform, named ECCO (Exploring Cancer in Colorado), aims to integrate diverse public data sources into a unified, user-friendly interface, accessible to researchers, community members, and outreach programs alike.

Methods: A multi-disciplinary team developed ECCO, leveraging public data sources like Cancer InFocus, State Cancer Profiles, and the Colorado Department of Public Health and Environment. The platform's architecture employs a three-tiered web application model, utilizing a PostgreSQL database, a backend API built with FastAPI, and a Vue 3 frontend with an Open Layers map. Data is organized geographically at the county and/or census tract levels, categorized into measure categories (e.g., socio-demographics, cancer risk factors), and further filterable by demographic characteristics. An automated Extract-Transform-Load (ETL) data pipeline ensures regular updates of the data.

Results: The platform visualizes data such as socio-demographics, cancer risk factors, screening adherence, and cancer incidence and mortality rates. Additionally, ECCO incorporates location-specific data for cancer care facilities, health services, environmental exposures, and political boundaries. To date, ECCO has had 1.1K unique visitors and over 19K pageviews according to Google Analytics.

Conclusion: The ECCO platform provides a valuable tool for understanding and addressing cancer disparities in Colorado. By integrating diverse data sources and offering interactive visualization, ECCO enhances the ability of researchers, community members, and outreach programs to identify populations at risk, inform interventions, and support research priorities.

Availability: The application and code are available at https://coe-ecco.org/ and https://github.com/colorado-cancer-center/ecco .

Content summary: Key Objective: This work sought to develop ECCO (Exploring Cancer in Colorado), an interactive, easily-accessible data platform designed to visualize and understand diverse cancer-related data measures reflective of Colorado and its residents.Knowledge generated: ECCO integrates public data from sources like Cancer InFocus, State Cancer Profiles, and the Colorado Department of Public Health and Environment, visualizing measures such as socio-demographics, cancer risk factors, screening adherence, and cancer incidence and mortality rates at both county and census tract levels. The platform also incorporates location-specific data on cancer care facilities, health services, environmental exposures, and political boundaries.

目的:创建一个公开可用的交互式数据平台,将反映科罗拉多州及其居民的各种数据措施可视化,以支持研究和推广工作,特别是关注整个州的癌症负担和差异。这个名为ECCO(探索科罗拉多州癌症)的平台旨在将不同的公共数据源整合到一个统一的、用户友好的界面中,供研究人员、社区成员和外展项目使用。方法:一个多学科团队开发了ECCO,利用公共数据源,如癌症信息中心、州癌症概况和科罗拉多州公共卫生和环境部。该平台的架构采用三层web应用程序模型,利用PostgreSQL数据库,使用FastAPI构建的后端API,以及使用Open Layers映射的Vue 3前端。数据按地理位置按县和/或人口普查区级别组织,分类为测量类别(例如,社会人口统计学、癌症风险因素),并进一步按人口统计学特征进行过滤。自动化的提取-转换-加载(ETL)数据管道确保定期更新数据。结果:该平台将社会人口统计学、癌症风险因素、筛查依从性、癌症发病率和死亡率等数据可视化。此外,ECCO还整合了癌症护理设施、卫生服务、环境暴露和政治边界的特定地点数据。根据谷歌Analytics的数据,到目前为止,ECCO已经拥有1.1万独立访问者和超过1.9万的网页浏览量。结论:ECCO平台为了解和解决科罗拉多州的癌症差异提供了一个有价值的工具。通过整合各种数据源和提供交互式可视化,ECCO提高了研究人员、社区成员和外展项目识别高危人群、告知干预措施和支持研究重点的能力。可用性:应用程序和代码可在https://coe-ecco.org/和https://github.com/colorado-cancer-center/ecco上获得。内容摘要:主要目的:本工作旨在开发ECCO(探索科罗拉多州的癌症),这是一个交互式,易于访问的数据平台,旨在可视化和理解反映科罗拉多州及其居民的各种癌症相关数据措施。产生的知识:ECCO整合了来自癌症信息中心(Cancer InFocus)、州癌症概况(State Cancer Profiles)和科罗拉多州公共卫生与环境部(Colorado Department of public Health and Environment)等来源的公共数据,将社会人口统计学、癌症风险因素、筛查依从性、县和人口普查区水平的癌症发病率和死亡率等措施可视化。该平台还整合了癌症护理设施、卫生服务、环境暴露和政治边界等特定地点的数据。
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引用次数: 0
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medRxiv : the preprint server for health sciences
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