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1.
Genet Med ; 25(10): 100926, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37422715

RESUMO

PURPOSE: To describe variation in genomic medicine services across level IV neonatal intensive care units (NICUs) in the United States and Canada. METHODS: We developed and distributed a novel survey to the 43 level IV NICUs belonging to the Children's Hospitals Neonatal Consortium, requesting a single response per site from a clinician with knowledge of the provision of genomic medicine services. RESULTS: Overall response rate was 74% (32/43). Although chromosomal microarray and exome or genome sequencing (ES or GS) were universally available, access was restricted for 22% (7/32) and 81% (26/32) of centers, respectively. The most common restriction on ES or GS was requiring approval by a specialist (41%, 13/32). Rapid ES/GS was available in 69% of NICUs (22/32). Availability of same-day genetics consultative services was limited (41%, 13/32 sites), and pre- and post-test counseling practices varied widely. CONCLUSION: We observed large inter-center variation in genomic medicine services across level IV NICUs: most notably, access to rapid, comprehensive genetic testing in time frames relevant to critical care decision making was limited at many level IV Children's Hospitals Neonatal Consortium NICUs despite a significant burden of genetic disease. Further efforts are needed to improve access to neonatal genomic medicine services.

2.
J Pediatr ; 258: 113438, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37088180

RESUMO

Diagnostic genome sequencing (GS) in newborns may have many benefits. More accurate diagnosis could spur the development of innovative genomic therapies. A precise diagnosis could help doctors and parents anticipate clinical problems and inform a family's future reproductive choices. However, the integration of GS into neonatal care remains associated with a variety of ethical controversies, including concerns about informed consent, about interpreting uncertain results, about resource allocation and whether access to genomic services could exacerbate health disparities, and about the effect of genome diagnostics on people with disabilities. There also remains significant uncertainty about which babies should be tested and when and how the potential benefits of GS ought to be measured. Probably related to these challenges, some payors have been reluctant to cover the cost of GS for critically ill newborns. Much of the reluctance appears to turn on questions about the clinical benefit associated with GS and whether and for whom GS will be cost-effective. These situations point to the urgent need for careful assessments of the clinical utility of GS in critically ill infants. In this paper, we critically examine the ways in which the clinical utility of GS has been evaluated in this patient population. We focus on "change of management" (COM), a widely used measure of clinical utility for diagnostic GS. We suggest that this measure is often ambiguous because not all COMs can be attributed to genomic results and because not all COMs lead to patient benefit. Finally, we suggest ways that measurement of clinical utility could be improved.


Assuntos
Estado Terminal , Pais , Lactente , Humanos , Recém-Nascido , Estado Terminal/terapia , Sequenciamento Completo do Genoma/métodos , Mapeamento Cromossômico , Genômica
3.
Am J Med Genet A ; 191(9): 2290-2299, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37318250

RESUMO

The availability of rapid genome sequencing (rGS) for children in a critical-care setting is increasing. This study explored the perspectives of geneticists and intensivists on optimal collaboration and division of roles when implementing rGS in neonatal and pediatric intensive care units (ICUs). We conducted an explanatory mixed methods study involving a survey embedded within an interview with 13 genetics and intensive care providers. Interviews were recorded, transcribed, and coded. Geneticists endorsed higher confidence in performing a physical exam and interpreting/communicating positive results. Intensivists endorsed highest confidence in determining whether genetic testing was appropriate, communicating negative results, and consenting. Major qualitative themes that emerged were: (1) concerns with both "genetics-led" and "intensivist-led" models with workflows and sustainability (2) shift the role of determining rGS eligibility to ICU medical professionals, (3) continued role of geneticists to assess phenotype, and (4) include genetic counselors (GCs) and neonatal nurse practitioners to enhance workflow and care. All geneticists supported shifting decisions regarding eligibility for rGS to the ICU team to minimize time cost for the genetics workforce. Exploring models of geneticist-led phenotyping, intensivist-led phenotyping for some indications, and/or inclusion of a dedicated inpatient GC may help offset the time burden of consenting and other tasks associated with rGS.


Assuntos
Conselheiros , Médicos , Humanos , Cuidados Críticos , Testes Genéticos , Mapeamento Cromossômico , Unidades de Terapia Intensiva
4.
Am J Med Genet A ; 191(2): 612-616, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36420936

RESUMO

Congenital renal cystic dysplasia is a rare disease that occurs in approximately 1 in 4000 children and is often discovered in the antenatal period by ultrasound. It is commonly associated with oligohydramnios in utero and/or renal insufficiency or failure in the postnatal period. Aquaporins are membrane proteins that serve as transport channels in the transfer of water or small solutes across cell membranes. They play a role in the development of renal cysts. Aquaporin 11 (AQP11) deficient mice develop polycystic kidney disease in utero due to disruption of polycystin-1. Here we describe a case of bilateral cystic kidney disease in a patient with novel compound heterozygous variants in AQP11: c.780G>T (p. Trp260Cys) and c.472C>T (p.Pro158Ser) (NM_173039.2) identified by whole genome sequencing. These findings suggest, for the first time, the potential role of AQP11 in congenital renal cystic dysplasia.


Assuntos
Aquaporinas , Doenças Renais Policísticas , Gravidez , Camundongos , Feminino , Animais , Camundongos Knockout , Túbulos Renais Proximais/metabolismo , Doenças Renais Policísticas/genética , Aquaporinas/genética , Aquaporinas/metabolismo
5.
Neurocrit Care ; 38(1): 138-148, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-35962231

RESUMO

BACKGROUND: Despite improvements in the critical care management of subarachnoid hemorrhage (SAH), a substantial number of patients still suffer from disabilities. In most areas of the world, longitudinal follow-up is not routinely performed, and the patient's trajectory remains unknown. METHODS: We prospectively collected data of 298 consecutive patients with spontaneous SAH and evaluated clinical trajectories at discharge, 3 months, and 1 year after SAH. In a subgroup of patients transferred to a local neurorehabilitation center (Rehab-Hochzirl), we studied the effects of rehabilitation intensity on clinical trajectories. Any decrease in the modified Rankin Scale (mRS) was defined as an improvement, with mRS ≤ 2 indicating good outcome. We used multivariate generalized linear models to investigate associations with clinical trajectories. RESULTS: Out of the 250 surviving patients, 35% were transferred directly to Rehab-Hochzirl (n = 87 of 250; mRS at discharge = 4), 11% were transferred to another rehabilitation center (n = 27 of 250; mRS = 1), 1% were transferred to a nursing home (n = 3 of 250; mRS = 5), 21% were transferred to their country of origin (n = 52 of 250; mRS = 4), and 32% (n = 79 of 250; mRS = 1) were discharged home. Functional outcome improved in 57% (n = 122 of 215) of patients during the first 3 months, with an additional 16% (35 of 215) improving between 3 and 12 months, resulting in an overall improvement in 73% (n = 157 of 215) of survivors. After 1 year, 60% (n = 179 of 250) of patients were functionally independent. A lower Hunt and Hess scale score at intensive care unit admission, younger age, a lower mRS at intensive care unit discharge, fewer days on mechanical ventilation, and male sex were independently associated with better functional recovery. Although the subgroup of patients transferred to Rehab-Hochzirl were more severely affected, 60% (52 of 87) improved during inpatient neurorehabilitation. CONCLUSIONS: Our results indicate ongoing functional improvement in a substantial number of patients with SAH throughout a follow-up period of 12 months. This effect was also observed in patients with severe disability receiving inpatient neurorehabilitation.


Assuntos
Reabilitação Neurológica , Hemorragia Subaracnóidea , Humanos , Masculino , Hemorragia Subaracnóidea/complicações , Resultado do Tratamento , Reabilitação Neurológica/métodos , Estudos Longitudinais , Cuidados Críticos
6.
Pediatr Res ; 92(5): 1364-1369, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35115709

RESUMO

BACKGROUND: Rapid next-generation sequencing (NGS) offers the potential to shorten the diagnostic process and improve the care of acutely ill children. The goal of this study was to report our findings, including benefits and limitations, of a targeted NGS panel and rapid genome sequencing (rGS) in neonatal and pediatric acute clinical care settings. METHODS: Retrospective analysis of patient characteristics, diagnostic yields, turnaround time, and changes in management for infants and children receiving either RapSeq, a targeted NGS panel for 4500+ genes, or rGS, at the University of Utah Hospital and Primary Children's Hospital, from 2015 to 2020. RESULTS: Over a 5-year period, 142 probands underwent rapid NGS: 66 received RapSeq and 76 rGS. Overall diagnostic yield was 39%. In the majority of diagnostic cases, there were one or more changes in clinical care management. Of note, 7% of diagnoses identified by rGS would not have been identified by RapSeq. CONCLUSIONS: Our results indicate that rapid NGS impacts acute pediatric care in real-life clinical settings. Although affected by patient selection criteria, diagnostic yields were similar to those from clinical trial settings. Future studies are needed to determine relative advantages, including cost, turnaround time, and benefits for patients, of each approach in specific clinical circumstances. IMPACT: The use of comprehensive Mendelian gene panels and genome sequencing in the clinical setting allows for early diagnosis of patients in neonatal, pediatric, and cardiac intensive care units and impactful change in management. Diagnoses led to significant changes in management for several patients in lower acuity inpatient units supporting further exploration of the utility of rapid sequencing in these settings. This study reviews the limitations of comparing sequencing platforms in the clinical setting and the variables that should be considered in evaluating diagnostic rates across studies.


Assuntos
Cuidados Críticos , Sequenciamento de Nucleotídeos em Larga Escala , Lactente , Recém-Nascido , Criança , Humanos , Estudos Retrospectivos , Mapeamento Cromossômico , Diagnóstico Precoce
7.
Health Promot Int ; 37(5)2022 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-36287524

RESUMO

The article provides a novel look at the links between salutogenesis, health promotion, and urban design supported by the findings of recent research on local high streets and their benefits for the well-being of older people. Salutogenesis and the related explanatory concept of sense of coherence (SOC) have provided a theoretical framework for developing healthy settings interventions, shifting the focus from exploring barriers and deficits to assets and resources in promoting people's health and well-being. While these concepts have informed policies and programmes at the level of regions and cities, no attempt has been made to establish more direct links with the disciplines devoted to the organization and design of the built environment at the scale of public spaces and streets. This article advances the idea that the main categories of SOC-comprehensibility, manageability and meaningfulness-have found application in urban design theory. Linking these categories with urban design concepts in a comprehensive framework, it is possible to guide interventions aimed at strenghtening well-being resources available in the public realm. This is corroborated by the findings resulting from a study of the well-being experiences of older people (n = 84) across a range of local high streets in the city of Edinburgh (UK) applying an innovative multi-methods approach. The discussion establishes the links between well-being benefits, SOC constructs and urban design concepts, and underscores the potential of the proposed framework to guide a design-oriented salutogenic approach to the built environment.


In this article, we propose a novel conceptual framework that links health promotion and the theory of salutogenesis with key concepts commonly used in the urban design. The framework is articulated in relation to the findings of recent research on main neighbourhood commercial streets in Edinburgh (UK)­local high streets­and their benefits for the well-being of older people. Salutogenesis theory and related concepts have emphasized the role that everyday environments can have in promoting people's health and well-being, through the opportunities for social interaction and access to material resources they provide. They have informed policies and programmes at city-wide level but not at the scale of streets and public spaces, which is the spatial domain of urban design. The proposed framework establishes the links for a design-oriented salutogenic approach to the built environment and suggests a range of interventions in local high streets that can benefit an ageing population.


Assuntos
Senso de Coerência , Humanos , Idoso , Promoção da Saúde/métodos , Nível de Saúde , Cidades , Reino Unido
8.
FASEB J ; 34(3): 3448-3460, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31944382

RESUMO

In vivo DNA engineering such as recombineering (recombination-mediated genetic engineering) and DNA gap repair typically involve growing Escherichia coli (E coli) containing plasmids, followed by plasmid DNA extraction and purification prior to downstream PCR-mediated DNA modifications and DNA sequencing. We previously demonstrated that crude cell lysates could be used for some limited downstream DNA applications. Here, we show how live E coli cell PCR and one-step LiCl-isopropanol purification can streamline DNA engineering. In DNA gap repair, live-cell PCR allowed the convenient elimination of clones containing background plasmids prior to DNA sequencing. Live-cell PCR also enabled the generation of specific DNA sequences for DNA engineering up to 11 kilo base pairs in length and with up to 80 base pair terminal non-homology. Using gel electrophoresis and DNA melting curve analysis, we showed that LiCl-isopropanol DNA precipitation removed primers and small, nonspecific PCR products from live-cell PCR products in only ~10-minutes. DNA sequencing of purified products yielded Phred quality scores values of ~55%. These data indicate that live-cell PCR and LiCl-isopropanol DNA precipitation are ideal to prepare DNA for sequencing and other downstream DNA applications, and might therefore accelerate high-throughput DNA engineering pipelines.


Assuntos
DNA/genética , Reação em Cadeia da Polimerase/métodos , Escherichia coli/genética , Engenharia Genética/métodos , Plasmídeos/genética , Recombinação Genética/genética
9.
FASEB J ; 34(5): 6351-6368, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32167210

RESUMO

Site-directed mutagenesis allows the generation of novel DNA sequences that can be used for a variety of important applications such as the functional analysis of genetic variants. To overcome the limitations of existing site-directed mutagenesis approaches, we explored in vivo DNA gap repair. We found that site-specific mutations in plasmid DNA can be generated in Escherichia coli using mutant single-stranded oligonucleotides to target PCR-derived linear double-stranded plasmid DNA. We called this method DeGeRing, and we characterized its advantages, including non-biased multiplex mutagenesis, over existing site-directed mutagenesis methods such as recombineering (recombination-mediated genetic engineering), single DNA break repair (SDBR, introduced by W. Mandecki), and QuikChange (Agilent Technologies, La Jolla, CA). We determined the efficiency of DeGeRing to induce site-directed mutations with and without a phenotype in three K-12 E coli strains using multiple single-stranded oligonucleotides containing homological and heterological parts of various sizes. Virtual lack of background made the isolation of mutants with frequencies up to 10-6 unnecessary. Our data show that endogenous DNA gap repair in E coli supports efficient multiplex site-directed mutagenesis. DeGeRing might facilitate the generation of mutant DNA sequences for protein engineering and the functional analysis of genetic variants in reverse genetics.


Assuntos
Reparo do DNA , Proteínas de Escherichia coli/metabolismo , Escherichia coli/genética , Engenharia Genética , Mutagênese Sítio-Dirigida/métodos , Mutação , Escherichia coli/crescimento & desenvolvimento , Escherichia coli/metabolismo , Proteínas de Escherichia coli/genética , Plasmídeos
11.
Nat Methods ; 11(9): 966-970, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25028895

RESUMO

Current methods to isolate rare (1:10,000-1:100,000) bacterial artificial chromosome (BAC) recombinants require selectable markers. For seamless BAC mutagenesis, selectable markers need to be removed after isolation of recombinants through counterselection. Here we illustrate founder principle-driven enrichment (FPE), a simple method to rapidly isolate rare recombinants without using selectable markers, allowing one-step seamless BAC mutagenesis. As proof of principle, we isolated 1:100,000 seamless fluorescent protein-modified Nodal BACs and confirmed BAC functionality by generating fluorescent reporter mice. We also isolated small indel P1 phage-derived artificial chromosome (PAC) and BAC recombinants. Statistical analysis revealed that 1:100,000 recombinants can be isolated with <40 PCRs, and we developed a web-based calculator to optimize FPE.


Assuntos
Cromossomos Artificiais Bacterianos/genética , Mutagênese Sítio-Dirigida/métodos , Engenharia de Proteínas/métodos , Proteínas Recombinantes/genética , Proteínas Recombinantes/isolamento & purificação , Animais , Marcadores Genéticos/genética , Camundongos
13.
Dev Dyn ; 245(11): 1107-1123, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27580238

RESUMO

BACKGROUND: 14-3-3ε plays an important role in the maturation of the compact ventricular myocardium by modulating the cardiomyocyte cell cycle via p27kip1 . However, additional cardiac defects are possible given the ubiquitous expression pattern of this protein. RESULTS: Germ line deletion of 14-3-3ε led to malalignment of both the outflow tract (OFT) and atrioventricular (AV) cushions, with resulting tricuspid stenosis and atresia, mitral valve abnormalities, and perimembranous ventricular septal defects (VSDs). We confirmed myocardial non-compaction and detected a spongy septum with muscular VSDs and blebbing of the epicardium. These defects were associated with abnormal patterning of p27kip1 expression in the subendocardial and possibly the epicardial cell populations. In addition to abnormal pharyngeal arch artery patterning, we found deep endocardial recesses and paucity of intramyocardial coronary vasculature as a result of defective coronary plexus remodeling. CONCLUSIONS: The malalignment of both endocardial cushions provides a new explanation for tricuspid and mitral valve defects, while myocardial non-compaction provides the basis for the abnormal coronary vasculature patterning. These abnormalities might arise from p27kip1 dysregulation and a resulting defect in epithelial-to-mesenchymal transformation. These data suggest that 14-3-3ε, in addition to left ventricular non-compaction (LVNC), might be linked to different forms of congenital heart disease (CHD). Developmental Dynamics 245:1107-1123, 2016. © 2016 Wiley Periodicals, Inc.


Assuntos
Proteínas 14-3-3/metabolismo , Endocárdio/patologia , Cardiopatias Congênitas/metabolismo , Cardiopatias Congênitas/patologia , Ventrículos do Coração/metabolismo , Ventrículos do Coração/patologia , Proteínas 14-3-3/genética , Animais , Doença da Artéria Coronariana/metabolismo , Doença da Artéria Coronariana/patologia , Inibidor de Quinase Dependente de Ciclina p27/genética , Inibidor de Quinase Dependente de Ciclina p27/metabolismo , Endocárdio/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Camundongos , Miocárdio/metabolismo , Miocárdio/patologia
14.
Circ J ; 80(8): 1795-803, 2016 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-27301409

RESUMO

BACKGROUND: Ventricular non-compaction is characterized by a thin layer of compact ventricular myocardium and it is an important abnormality in the mouse heart. It is reminiscent of left ventricular non-compaction, a fairly common human congenital cardiomyopathy. Non-compaction in transgenic mice has been classically evaluated by measuring the thickness of the compact myocardium through histological techniques involving image analysis of 2-dimensional (D) sections. Given the 3D nature of the heart, the aim of this study was to determine whether a technique for the non-destructive, 3D assessment of the mouse embryonic compact myocardium could be developed. METHODS AND RESULTS: Micro-computed tomography (micro-CT), in combination with iodine staining, enabled the differentiation of the trabecular from the compact myocardium in wild-type mice. The 3D and digital nature of the micro-CT data allowed computation anatomical techniques to be readily applied, which were demonstrated via construction of group atlases and atlas-based descriptive statistics. Finally, micro-CT was used to identify the presence of non-compaction in mice with a deletion of the cell cycle inhibitor protein, p27(Kip1). CONCLUSIONS: Iodine staining-enhanced micro-CT with computational anatomical analysis represents a valid addition to classical histology for the delineation of compact myocardial wall thickness in the mouse embryo. Given the quantitative 3D resolution of micro-CT, these approaches might provide helpful information for the analysis of non-compaction. (Circ J 2016; 80: 1795-1803).


Assuntos
Inibidor de Quinase Dependente de Ciclina p27/deficiência , Embrião de Mamíferos , Cardiopatias Congênitas , Miocárdio , Microtomografia por Raio-X , Animais , Embrião de Mamíferos/diagnóstico por imagem , Embrião de Mamíferos/embriologia , Cardiopatias Congênitas/embriologia , Cardiopatias Congênitas/genética , Humanos , Camundongos , Camundongos Knockout
16.
Med Res Arch ; 12(3)2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-39220179

RESUMO

The year 2023 marked the 60th anniversary of screening newborns in the United States for diseases that benefit from early identification and intervention. All around the world, the goal of NBS is to facilitate timely diagnosis and management to improve individual health outcomes in all newborns regardless of their place of birth, economic circumstances, ability to pay for treatment, and access to healthcare. Advances in technology to screen and treat disease have led to a rapid increase in the number of screened conditions, and innovations in genomics are expected to exponentially expand this number further. A system where all newborns are screened, coupled with rapid technological innovation, provides a unique opportunity to improve pediatric health outcomes and advance children's rights, including the unique rights of sick and disabled children. This is especially timely as we approach the 100th anniversary of the 1924 Geneva Declaration of the Rights of the Child, which includes children's right to healthcare, and the 1989 United Nations Convention on the Rights of the Child that expanded upon this aspect and affirmed each child's right to the highest attainable standard of health. In this manuscript, we provide background on the evolving recognition of the rights of children and the foundational rights to healthcare and non-discrimination, provide two examples that highlight issues to access and equity in newborn screening that may limit a child's right to healthcare and best possible outcomes, detail ways the current approach to newborn screening advances the rights of the child, and finally, propose that the incorporation of genomics into newborn screening presents a useful case study to recognize and uphold the rights of every child.

17.
Amyloid ; 31(1): 22-31, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37530216

RESUMO

BACKGROUND: The significance of measuring 99mTc-labelled-3,3-diphosphono-1,2-propanodicarboxylic acid (99mTc-DPD) in transthyretin (ATTR) cardiac amyloidosis has not been adequately studied. This single-centre observational study evaluated the correlation between 99mTc-DPD scintigraphy and histological amyloid load in endomyocardial biopsy (EMB). METHODS: Twenty-eight patients with biopsy-proven ATTR amyloidosis and concomitantly available 99mTc-DPD scintigraphy were included. Visual Perugini scoring, and (semi-)quantitative analysis of cardiac 99mTc-DPD uptake by planar whole-body imaging and single photon emission computed tomography (SPECT/CT) using regions of interest (ROI) were performed. From this, heart-to-whole-body ratio (H/WB) and heart-to-contralateral-chest ratio (H/CL) were calculated. The histological amyloid load was quantified using two different staining methods. RESULTS: Increased cardiac tracer uptake was documented in all patients (planar: ROImean 129 ± 37 cps; SPECT/CT: ROImean 369 ± 142 cps). Histological amyloid load (19 ± 13%) significantly correlated with Perugini score (r = 0.69, p < .001) as well as with cardiac 99mTc-DPD uptake (planar: r = 0.64, p < .001; H/WB: r = 0.50, p = .014; SPECT/CT: r = 0.53, p = .008; H/CL: r = 0.43, p = .037) (results are shown for correlations with Congo Red-staining). CONCLUSION: In ATTR, cardiac 99mTc-DPD uptake significantly correlated with histological amyloid load in EMB. Further studies are needed to implement thresholds in cardiac 99mTc-DPD uptake measurements for risk stratification and guidance of therapy.


Assuntos
Neuropatias Amiloides Familiares , Amiloidose , Cardiomiopatias , Humanos , Pré-Albumina , Compostos de Organotecnécio , Tomografia Computadorizada por Raios X , Amiloidose/diagnóstico por imagem , Amiloide , Cintilografia , Proteínas Amiloidogênicas , Neuropatias Amiloides Familiares/diagnóstico por imagem , Cardiomiopatias/diagnóstico por imagem
18.
Front Med (Lausanne) ; 11: 1301660, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38660421

RESUMO

Introduction: The potential for secondary use of health data to improve healthcare is currently not fully exploited. Health data is largely kept in isolated data silos and key infrastructure to aggregate these silos into standardized bodies of knowledge is underdeveloped. We describe the development, implementation, and evaluation of a federated infrastructure to facilitate versatile secondary use of health data based on Health Data Space nodes. Materials and methods: Our proposed nodes are self-contained units that digest data through an extract-transform-load framework that pseudonymizes and links data with privacy-preserving record linkage and harmonizes into a common data model (OMOP CDM). To support collaborative analyses a multi-level feature store is also implemented. A feasibility experiment was conducted to test the infrastructures potential for machine learning operations and deployment of other apps (e.g., visualization). Nodes can be operated in a network at different levels of sharing according to the level of trust within the network. Results: In a proof-of-concept study, a privacy-preserving registry for heart failure patients has been implemented as a real-world showcase for Health Data Space nodes at the highest trust level, linking multiple data sources including (a) electronical medical records from hospitals, (b) patient data from a telemonitoring system, and (c) data from Austria's national register of deaths. The registry is deployed at the tirol kliniken, a hospital carrier in the Austrian state of Tyrol, and currently includes 5,004 patients, with over 2.9 million measurements, over 574,000 observations, more than 63,000 clinical free text notes, and in total over 5.2 million data points. Data curation and harmonization processes are executed semi-automatically at each individual node according to data sharing policies to ensure data sovereignty, scalability, and privacy. As a feasibility test, a natural language processing model for classification of clinical notes was deployed and tested. Discussion: The presented Health Data Space node infrastructure has proven to be practicable in a real-world implementation in a live and productive registry for heart failure. The present work was inspired by the European Health Data Space initiative and its spirit to interconnect health data silos for versatile secondary use of health data.

19.
Lancet Reg Health Am ; 25: 100581, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37663526

RESUMO

Newborn screening (NBS) aims to detect newborns with severe congenital diseases before the onset of clinical manifestations. Advancements in genomic technologies have led to proposals for the development of genomic-based NBS (G-NBS) in concert with traditional NBS. Proponents of G-NBS highlight how G-NBS could expand the number of diseases screened at birth to thousands and spur the development of new drugs and treatments for rare diseases. Balancing the excitement, some experts have pointed to the ethical dilemmas linked to G-NBS. The dialog, however, has yet to engage with sufficient urgency on how the new G-NBS might chart a course for improving the health of all children. Our analysis of more than 130 million births in the United States between 1959 and 1995 shows that traditional NBS led to improvements in infant mortality and health equity only when it was implemented in association with measures to improve healthcare access for children. We suggest that the new G-NBS will lead to better child health only when the same degree of attention devoted to genomic technologies will be directed to the promotion of public health measures that facilitate access to high-quality healthcare for all children.

20.
Lancet Reg Health Am ; 25: 100577, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37650073

RESUMO

The United States has a highly sophisticated pediatric healthcare system and spends more than any other country per capita on children's healthcare. However, not all children have access to needed and affordable health care and the life expectancy and health outcomes of children in the country are worse than in any other industrialized nation. These nations typically offer universal healthcare for children as part of a robust recognition of a children's rights framework. In 1989 the United Nations adopted the Convention on the Rights of the Child that recognizes the right of the child to the highest attainable standard of health and to facilities for the treatment of illness and rehabilitation of health. Currently the United States is the only United Nations member country that has not ratified the Convention on the Rights of the Child. This paper outlines the potential benefits of adopting a child rights approach based on the principles and provisions of the Convention on the Rights of the Child. The fact that countries who invest much less in healthcare compared to the United States can achieve better health outcomes provides the certainty that a solution is possible and within reach.

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