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1.
Nat Methods ; 2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38605111

RESUMO

Neuroscience is advancing standardization and tool development to support rigor and transparency. Consequently, data pipeline complexity has increased, hindering FAIR (findable, accessible, interoperable and reusable) access. brainlife.io was developed to democratize neuroimaging research. The platform provides data standardization, management, visualization and processing and automatically tracks the provenance history of thousands of data objects. Here, brainlife.io is described and evaluated for validity, reliability, reproducibility, replicability and scientific utility using four data modalities and 3,200 participants.

2.
Phys Rev E ; 109(2-1): 024113, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38491611

RESUMO

To better understand the temporal characteristics and the lifetime of fluctuations in stochastic processes in networks, we investigated diffusive persistence in various graphs. Global diffusive persistence is defined as the fraction of nodes for which the diffusive field at a site (or node) has not changed sign up to time t (or, in general, that the node remained active or inactive in discrete models). Here we investigate disordered and random networks and show that the behavior of the persistence depends on the topology of the network. In two-dimensional (2D) disordered networks, we find that above the percolation threshold diffusive persistence scales similarly as in the original 2D regular lattice, according to a power law P(t,L)∼t^{-θ} with an exponent θ≃0.186, in the limit of large linear system size L. At the percolation threshold, however, the scaling exponent changes to θ≃0.141, as the result of the interplay of diffusive persistence and the underlying structural transition in the disordered lattice at the percolation threshold. Moreover, studying finite-size effects for 2D lattices at and above the percolation threshold, we find that at the percolation threshold, the long-time asymptotic value obeys a power law P(t,L)∼L^{-zθ} with z≃2.86 instead of the value of z=2 normally associated with finite-size effects on 2D regular lattices. In contrast, we observe that in random networks without a local regular structure, such as Erdos-Rényi networks, no simple power-law scaling behavior exists above the percolation threshold.

3.
Br J Radiol ; 97(1155): 614-621, 2024 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-38303547

RESUMO

OBJECTIVES: To compare brain MRI measures between Adult Changes in Thought (ACT) participants who underwent research, clinical, or both MRI scans, and clinical health measures across the groups and non-MRI subjects. METHODS: Retrospective cohort study leveraging MRI, clinical, demographic, and medication data from ACT. Three neuroradiologists reviewed MRI scans using NIH Neuroimaging Common Data Elements (CDEs). Total brain and white matter hyperintensity (WMH) volumes, clinical characteristics, and outcome measures of brain and overall health were compared between groups. 1166 MRIs were included (77 research, 1043 clinical, and 46 both) and an additional 3146 participants with no MRI were compared. RESULTS: Compared to the group with research MRI only, the clinical MRI group had higher prevalence of the following: acute infarcts, chronic haematoma, subarachnoid haemorrhage, subdural haemorrhage, haemorrhagic transformation, and hydrocephalus (each P < .001). Quantitative WMH burden was significantly lower (P < .001) and total brain volume significantly higher (P < .001) in research MRI participants compared to other MRI groups. Prevalence of hypertension, self-reported cerebrovascular disease, congestive heart failure, dementia, and recent hospitalization (all P < .001) and diabetes (P = .002) differed significantly across groups, with smaller proportions in the research MRI group. CONCLUSION: In ageing populations, significant differences were observed in MRI metrics between research MRI and clinical MRI groups, and clinical health metric differences between research MRI, clinical MRI, and no-MRI groups. ADVANCES IN KNOWLEDGE: This questions whether research cohorts can adequately represent the greater ageing population undergoing imaging. These findings may also be useful to radiologists when interpreting neuroimaging of ageing.


Assuntos
Encéfalo , Transtornos Cerebrovasculares , Adulto , Humanos , Estudos Retrospectivos , Encéfalo/diagnóstico por imagem , Envelhecimento , Neuroimagem , Imageamento por Ressonância Magnética/métodos
4.
BMJ Open Qual ; 13(1)2024 02 16.
Artigo em Inglês | MEDLINE | ID: mdl-38365432

RESUMO

The reduction of restrictive practices is a priority for mental health inpatient services. Often such practices are considered to increase patients' feelings of anger, loneliness, hopelessness and vulnerability. Moreover, such approaches are counterintuitive to both recovery-orientated and trauma-informed practice.Our project, based in a male 15-bed secure forensic ward, aimed to reduce the duration (outcome measure) and frequency (balancing measure) of the use of seclusion by 10% over 6 months. Following the analysis of our local data systems and feedback from both patients and staff, we identified the high levels of use of seclusion, and reluctance to terminate it. These included a lack of awareness of the effective and appropriate use of such a facility, a hesitancy to use de-escalation techniques and an over-reliance on multidisciplinary team and consultant decision making.We subsequently designed and implemented three tests of change which reviewed seclusion processes, enhanced de-escalation skills and improved decision making. Our tests of change were applied over a 6-month period. During this period, we surpassed our original target of a reduction of frequency and duration by 10% and achieved a 33% reduction overall. Patients reported feeling safer on the ward, and the team reported improvements in relationships with patients.Our project highlights the importance of relational security within the secure setting and provides a template for other wards wishing to reduce the frequency and duration of seclusions.


Assuntos
Transtornos Mentais , Isolamento de Pacientes , Humanos , Masculino , Hospitais Psiquiátricos , Pacientes Internados , Transtornos Mentais/terapia , Transtornos Mentais/psicologia
5.
BMJ Lead ; 2024 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-38233121

RESUMO

As healthcare systems grow increasingly complex and integrate with other services and sectors, creating complex patient pathways, this inevitably leads to additional layers within a system. Consequently, high-tier leaders become progressively detached from the inner workings of the systems in which they operate. Several barriers exist that may deter a leader from embracing uncertainty and acknowledging the limits of their expertise in these systems. These barriers range from personal insecurities about perception to organisational stigmas that compound these concerns through expectations of infallible leadership. In this article, I draw on my experience as an embedded researcher and someone who has taught leadership in healthcare settings to examine the importance of leadership vulnerability, considering not only for the leaders themselves but also for fostering a learning and innovative culture within the organisation. I focus on two fundamental tenets: psychological safety and participatory approaches to innovation. In addition, I offer practical considerations for embracing vulnerability and discuss the ensuing benefits. Given the rapidly evolving complexities in healthcare and paradigm-shifting innovations, such as the integration of digital solutions, this article serves as a call to action. It urges leaders to embrace uncertainty, encourage participation and venture into the unknown.

6.
PLoS One ; 19(1): e0294762, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38198442

RESUMO

Tuberculosis (TB) is a bacterial infection that is well-known in the palaeopathological record because it can affect the skeleton and consequently leaves readily identifiable macroscopic alterations. Palaeopathological case studies provide invaluable information about the spatio-temporal distribution of TB in the past. This is true for those archaeological periods and geographical regions from when and where no or very few TB cases have been published until now-as in the Sarmatian period (1st-5th centuries CE) in the Barbaricum of the Carpathian Basin. The aim of our paper is to discuss five newly discovered TB cases (HK199, HK201, HK225, HK253, and HK309) from the Sarmatian-period archaeological site of Hódmezovásárhely-Kenyere-ér, Bereczki-tanya (Csongrád-Csanád county, Hungary). Detailed macromorphological evaluation of the skeletons focused on the detection of bony changes likely associated with different forms of TB. In all five cases, the presence of endocranial alterations (especially TB-specific granular impressions) suggests that these individuals suffered from TB meningitis. Furthermore, the skeletal lesions observed in the spine and both hip joints of HK225 indicate that this juvenile also had multifocal osteoarticular TB. Thanks to the discovery of HK199, HK201, HK225, HK253, and HK309, the number of TB cases known from the Sarmatian-period Carpathian Basin doubled, implying that the disease was likely more frequent in the Barbaricum than previously thought. Without the application of granular impressions, the diagnosis of TB could not have been established in these five cases. Thus, the identification of TB in these individuals highlights the importance of diagnostics development, especially the refinement of diagnostic criteria. Based on the above, the systematic macromorphological (re-)evaluation of osteoarchaeological series from the Sarmatian-period Carpathian Basin would be advantageous to provide a more accurate picture of how TB may have impacted the ancestral human communities of the Barbaricum.


Assuntos
Doenças Ósseas , Tuberculose Meníngea , Tuberculose Osteoarticular , Xanthosoma , Humanos , Hungria , Arqueologia , Transtornos da Memória , Verduras
7.
Healthcare (Basel) ; 11(24)2023 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-38132069

RESUMO

Genome sequencing is available as a clinical test in the UK through the Genomic Medicine Service (GMS). The GMS analytical strategy predominantly filters genome data on preselected gene panels. Whilst this reduces variants requiring assessment by reporting laboratories, pathogenic variants outside applied panels may be missed, and variants in genes without established disease-gene relationships are largely ignored. This study compares the analysis of a research exome to a GMS clinical genome for the same patients. For the research exome, we applied a panel-agnostic approach filtering for variants with High Pathogenic Potential (HiPPo) using ClinVar, allele frequency, and in silico prediction tools. We then restricted HiPPo variants to Gene Curation Coalition (GenCC) disease genes. These results were compared with the GMS genome panel-based approach. Twenty-four participants from eight families underwent parallel research exome and GMS genome sequencing. Exome HiPPo analysis identified a similar number of variants as the GMS panel-based approach. GMS genome analysis returned two pathogenic variants and one de novo variant. Exome HiPPo analysis returned the same variants plus an additional pathogenic variant and three further de novo variants in novel genes, where case series are underway. When HiPPo was restricted to GenCC disease genes, statistically fewer variants required assessment to identify more pathogenic variants than reported by the GMS, giving a diagnostic rate per variant assessed of 20% for HiPPo versus 3% for the GMS. With UK plans to sequence 5 million genomes, strategies are needed to optimise genome analysis beyond gene panels whilst minimising the burden of variants requiring clinical assessment.

8.
BMJ Open Qual ; 12(4)2023 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-38097284

RESUMO

Occupational therapists (OTs) are at the forefront of providing recovery-oriented care for older people through timely assessments of patient's engagement in daily living activities among many other interventions. This aids a timely, safe and successful discharge from hospital.This project built on the foundations of previous work while considering the context and requirements of two older adult wards, the rates of admission and staff retention. The specific aim agreed was for 90% of patients admitted to the older adults' inpatient units to be assessed by the occupational therapy (OTY) team within days of admission by December 2022.The OTs worked in collaboration to initiate two tests of change with a total of five PDSA cycles.Our tests of change resulted in an increase of patients engaging in OTY initial assessments within seven days of admission from 47.65% (May to November 2021) to 78% (December 2021 to December 2022).Our team embarked on a quality improvement project to improve standardisation, efficiency and timeliness of the OTY process in an older adult inpatient service by using a pragmatic measure and tests of change evidenced in a previous study. This evidenced the generalisability of the findings of this study. While we were able to improve the timeliness of OTY initial assessments, we concluded that the overall impact on outcomes such as timely discharge was also dependent on other clinical and social factors.


Assuntos
Terapia Ocupacional , Humanos , Idoso , Terapia Ocupacional/métodos , Pacientes Internados , Hospitalização , Alta do Paciente , Atividades Cotidianas
9.
Front Mol Neurosci ; 16: 1153934, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37465364

RESUMO

The electroretinogram (ERG) measures the electrical activity of retinal neurons and glial cells in response to a light stimulus. Amongst other techniques, clinicians utilize the ERG to diagnose various eye diseases, including inherited conditions such as cone-rod dystrophy, rod-cone dystrophy, retinitis pigmentosa and Usher syndrome, and to assess overall retinal health. An ERG measures the scotopic and photopic systems separately and mainly consists of an a-wave and a b-wave. The other major components of the dark-adapted ERG response include the oscillatory potentials, c-wave, and d-wave. The dark-adapted a-wave is the initial corneal negative wave that arises from the outer segments of the rod and cone photoreceptors hyperpolarizing in response to a light stimulus. This is followed by the slower, positive, and prolonged b-wave, whose origins remain elusive. Despite a large body of work, there remains controversy around the mechanisms involved in the generation of the b-wave. Several hypotheses attribute the origins of the b-wave to bipolar or Müller glial cells or a dual contribution from both cell types. This review will discuss the current hypothesis for the cellular origins of the dark-adapted ERG, with a focus on the b-wave.

10.
PLoS One ; 18(7): e0288967, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37506096

RESUMO

Recurrent neuroinflammation in relapsing-remitting MS (RRMS) is thought to lead to neurodegeneration, resulting in progressive disability. Repeated magnetic resonance imaging (MRI) of the brain provides non-invasive measures of atrophy over time, a key marker of neurodegeneration. This study investigates regional neurodegeneration of the brain in recently-diagnosed RRMS using volumetry and voxel-based morphometry (VBM). RRMS patients (N = 354) underwent 3T structural MRI <6 months after diagnosis and 1-year follow-up, as part of the Scottish multicentre 'FutureMS' study. MRI data were processed using FreeSurfer to derive volumetrics, and FSL for VBM (grey matter (GM) only), to establish regional patterns of change in GM and normal-appearing white matter (NAWM) over time throughout the brain. Volumetric analyses showed a decrease over time (q<0.05) in bilateral cortical GM and NAWM, cerebellar GM, brainstem, amygdala, basal ganglia, hippocampus, accumbens, thalamus and ventral diencephalon. Additionally, NAWM and GM volume decreased respectively in the following cortical regions, frontal: 14 out of 26 regions and 16/26; temporal: 18/18 and 15/18; parietal: 14/14 and 11/14; occipital: 7/8 and 8/8. Left GM and NAWM asymmetry was observed in the frontal lobe. GM VBM analysis showed three major clusters of decrease over time: 1) temporal and subcortical areas, 2) cerebellum, 3) anterior cingulum and supplementary motor cortex; and four smaller clusters within the occipital lobe. Widespread GM and NAWM atrophy was observed in this large recently-diagnosed RRMS cohort, particularly in the brainstem, cerebellar GM, and subcortical and occipital-temporal regions; indicative of neurodegeneration across tissue types, and in accord with limited previous studies in early disease. Volumetric and VBM results emphasise different features of longitudinal lobar and loco-regional change, however identify consistent atrophy patterns across individuals. Atrophy measures targeted to specific brain regions may provide improved markers of neurodegeneration, and potential future imaging stratifiers and endpoints for clinical decision making and therapeutic trials.


Assuntos
Doenças do Sistema Nervoso Central , Esclerose Múltipla Recidivante-Remitente , Esclerose Múltipla , Humanos , Esclerose Múltipla Recidivante-Remitente/diagnóstico por imagem , Esclerose Múltipla Recidivante-Remitente/patologia , Esclerose Múltipla/patologia , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/patologia , Imageamento por Ressonância Magnética/métodos , Doenças do Sistema Nervoso Central/patologia , Atrofia/patologia
11.
Adv Exp Med Biol ; 1415: 347-352, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37440055

RESUMO

The retina undergoes compensatory changes in response to progressive photoreceptor loss/dysfunction; however, studies of inherited retinal diseases (IRDs) often lack a temporal connection between gene expression and visual function. Here, we used three mouse models of IRD - Cnga3-/-, Pde6ccpfl1, and Rd1 - to investigate over time the effect of photoreceptor degeneration, particularly cones, on visual function and gene expression. Changes to gene expression include increases in cell survival and cell death genes in Pde6ccpfl1 before significant cell loss, as well as an increase in cone-specific genes in the Rd1 at the peak of rod death. We show that Cnga3-/- and Pde6ccpfl1 mice maintained photopic visual acuity via optomotor responses, despite no recordable cone electroretinogram (ERG), while functional measures and photoreceptors loss were correlated in Rd1 mice. There were also significant changes to oscillatory potentials (OPs) in Cnga3-/- and Pde6ccpfl1, implying an effect on inner retinal cells as a result of cone degeneration. These results indicate a potentially malleable retinal environment following cone degeneration; however, further investigation is needed to elucidate how these changes compensate for the loss of cone function.


Assuntos
Degeneração Retiniana , Camundongos , Animais , Degeneração Retiniana/genética , Degeneração Retiniana/metabolismo , Células Fotorreceptoras Retinianas Cones/metabolismo , Retina/metabolismo , Perfilação da Expressão Gênica , Eletrorretinografia , Modelos Animais de Doenças
12.
Circ Cardiovasc Qual Outcomes ; 16(7): e009573, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37463255

RESUMO

BACKGROUND: Hospitals with high mortality and readmission rates for patients with heart failure (HF) might also perform poorly in other quality concepts. We sought to evaluate the association between hospital performance on mortality and readmission with hospital performance rates of safety adverse events. METHODS: This cross-sectional study linked the 2009 to 2019 patient-level adverse events data from the Medicare Patient Safety Monitoring System, a randomly selected medical records-abstracted patient safety database, to the 2005 to 2016 hospital-level HF-specific 30-day all-cause mortality and readmissions data from the United States Centers for Medicare & Medicaid Services. Hospitals were classified to one of 3 performance categories based on their risk-standardized 30-day all-cause mortality and readmission rates: better (both in <25th percentile), worse (both >75th percentile), and average (otherwise). Our main outcome was the occurrence (yes/no) of one or more adverse events during hospitalization. A mixed-effect model was fit to assess the relationship between a patient's risk of having adverse events and hospital performance categories, adjusted for patient and hospital characteristics. RESULTS: The study included 39 597 patients with HF from 3108 hospitals, of which 252 hospitals (8.1%) and 215 (6.9%) were in the better and worse categories, respectively. The rate of patients with one or more adverse events during a hospitalization was 12.5% (95% CI, 12.1-12.8). Compared with patients admitted to better hospitals, patients admitted to worse hospitals had a higher risk of one or more hospital-acquired adverse events (adjusted risk ratio, 1.24 [95% CI, 1.06-1.44]). CONCLUSIONS: Patients admitted with HF to hospitals with high 30-day all-cause mortality and readmission rates had a higher risk of in-hospital adverse events. There may be common quality issues among these 3 measure concepts in these hospitals that produce poor performance for patients with HF.


Assuntos
Insuficiência Cardíaca , Readmissão do Paciente , Humanos , Idoso , Estados Unidos/epidemiologia , Estudos Transversais , Medicare , Hospitais , Mortalidade Hospitalar , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/terapia
13.
ArXiv ; 2023 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-37332566

RESUMO

Neuroscience research has expanded dramatically over the past 30 years by advancing standardization and tool development to support rigor and transparency. Consequently, the complexity of the data pipeline has also increased, hindering access to FAIR data analysis to portions of the worldwide research community. brainlife.io was developed to reduce these burdens and democratize modern neuroscience research across institutions and career levels. Using community software and hardware infrastructure, the platform provides open-source data standardization, management, visualization, and processing and simplifies the data pipeline. brainlife.io automatically tracks the provenance history of thousands of data objects, supporting simplicity, efficiency, and transparency in neuroscience research. Here brainlife.io's technology and data services are described and evaluated for validity, reliability, reproducibility, replicability, and scientific utility. Using data from 4 modalities and 3,200 participants, we demonstrate that brainlife.io's services produce outputs that adhere to best practices in modern neuroscience research.

14.
Am J Med Genet A ; 191(7): 1722-1740, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36987741

RESUMO

The TRIO gene encodes a rho guanine exchange factor, the function of which is to exchange GDP to GTP, and hence to activate Rho GTPases, and has been described to impact neurodevelopment. Specific genotype-to-phenotype correlations have been established previously describing striking differentiating features seen in variants located in specific domains of the TRIO gene that are associated with opposite effects on RAC1 activity. Currently, 32 cases with a TRIO gene alteration have been published in the medical literature. Here, we report an additional 25, previously unreported individuals who possess heterozygous TRIO variants and we review the literature. In addition, functional studies were performed on the c.4394A > G (N1465S) and c.6244-2A > G TRIO variants to provide evidence for their pathogenicity. Variants reported by the current study include missense variants, truncating nonsense variants, and an intragenic deletion. Clinical features were previously described and included developmental delay, learning difficulties, microcephaly, macrocephaly, seizures, behavioral issues (aggression, stereotypies), skeletal problems including short, tapering fingers and scoliosis, dental problems (overcrowding/delayed eruption), and variable facial features. Here, we report clinical features that have not been described previously, including specific structural brain malformations such as abnormalities of the corpus callosum and ventriculomegaly, additional psychological and dental issues along with a more recognizable facial gestalt linked to the specific domains of the TRIO gene and the effect of the variant upon the function of the encoded protein. This current study further strengthens the genotype-to-phenotype correlation that was previously established and extends the range of phenotypes to include structural brain abnormalities, additional skeletal, dental, and psychiatric issues.


Assuntos
Microcefalia , Malformações do Sistema Nervoso , Humanos , Fenótipo , Mutação , Mutação de Sentido Incorreto , Microcefalia/genética
15.
Am J Biol Anthropol ; 181(3): 392-412, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36975038

RESUMO

OBJECTIVES: This study compares humeral diaphyseal robusticity and asymmetry between Late Holocene hunter-gatherers from Alaska with the goal of reconstructing habitual activity in relation to culture and environment. MATERIALS AND METHODS: Ancestral remains from four geographic regions of Alaska were divided into five site groups defined by subsistence strategies and technology: Aleutian Islands, Coastal Bay, Far North Coastal, Inland/Riverine, and Tikeraq. Mid-distal humeral diaphyseal robusticity was quantified using cross-sectional geometric properties standardized by estimated body mass and bone length. RESULTS: Humeral strength and bilateral asymmetry were greatest in Aleutian Island males, moderate in Far North Coastal and Tikeraq males, and reduced in Inland/Riverine males. Left-biased directional asymmetry and reduced humeral strength were found in Coastal Bay males. Aleutian Island males had relatively mediolaterally strengthened humeri compared with other groups. Aleutian Island females had elevated humeral strength, while humeral asymmetry among females was moderate and did not vary between groups. Humeri were relatively round among Aleutian Island and Tikeraq females and anteroposteriorly (A-P) strengthened among Coastal Bay, Far North Coastal, and Inland/Riverine females. CONCLUSIONS: These results suggest elevated humeral strength and asymmetry in males that engaged in rowing and unimanual projectile hunting, while reduced humeral strength and asymmetry may reflect bow-and-arrow or ensnarement technologies. Left-biased humeral asymmetry may be associated with net-fishing. Humeral strength and asymmetry are consistent with select instances of unimanual projectile hunting in females, while differences in humeral A-P/mediolateral strength may reflect variation in butchery and processing of prey versus rowing and throwing behaviors.


Assuntos
Úmero , Extremidade Superior , Masculino , Feminino , Humanos , Alaska , Estudos Transversais , Diáfises
16.
Leg Med (Tokyo) ; 61: 102211, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36738551

RESUMO

Although knee measurements yield high classification rates in metric sex estimation, there is a paucity of studies exploring the knee in artificial intelligence-based sexing. This proof-of-concept study aimed to develop deep learning algorithms for sex estimation from radiographs of reconstructed cadaver knee joints belonging to the Terry Anatomical Collection. A total of 199 knee radiographs were obtained from 100 skeletons (46 male and 54 female cadavers; mean age at death 64.2 years, range 50-102 years) whose tibiofemoral joints were reconstructed in standard anatomical position. The AIDeveloper software was used to train, validate, and test neural network architectures in sex estimation based on image classification. Of the explored algorithms, an MhNet-based model reached the highest overall testing accuracy of 90.3%. The model was able to classify all females (100.0%) and most males (78.6%) correctly. These preliminary findings encourage further research on artificial intelligence-based methods in sex estimation from the knee joint. Combining radiographic data with automated and externally validated algorithms may establish valuable tools to be utilized in forensic anthropology.


Assuntos
Aprendizado Profundo , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Inteligência Artificial , Radiografia , Redes Neurais de Computação , Algoritmos , Cadáver
17.
medRxiv ; 2023 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-36778464

RESUMO

Genome sequencing is now available as a clinical test on the National Health Service (NHS) through the Genome Medicine Service (GMS). The GMS have set out an analytical strategy that predominantly filters genome data on a pre-selected gene panel(s). Whilst this approach reduces the number of variants requiring assessment by reporting laboratories, pathogenic variants outside of the gene panel applied may be missed, and candidate variants in novel genes are largely ignored. This study sought to compare a research exome analysis to an independent clinical genome analysis performed through the NHS for the same group of patients. When analysing the exome data, we applied a panel agnostic approach filtering for variants with High Pathogenic Potential (HiPPo) using ClinVar, allele frequency, and in silico prediction tools. We then compared this gene agnostic analysis to the panel-based approach as applied by the GMS to genome data. Later we restricted HiPPo variants to a panel of the Gene Curation Coalition (GenCC) morbid genes and compared the diagnostic yield with the variants filtered using the GMS strategy. 24 patients from 8 families underwent parallel research exome sequencing and GMS genome sequencing. HiPPo analysis applied to research exome data identified a similar number of variants as the gene panel-based approach applied by the GMS. GMS clinical genome analysis identified and returned 2 pathogenic variants and 3 variants of uncertain significance. HiPPo research exome analysis identified the same variants plus an additional pathogenic variant and a further 3 de novo variants of uncertain significance in novel genes, where case series and functional studies are underway. When HiPPo was restricted to GenCC disease genes (strong or definitive), the same pathogenic variants were identified yet statistically fewer variants required assessment to identify more diagnostic variants than reported by the GMS genome strategy. This gave a diagnostic rate per variant assessed of 20% for HiPPo restricted to GenCC versus 3% for the GMS panel-based approach. With plans to sequence 5 million more NHS patients, strategies are needed to optimise the full potential of genome data beyond gene panels whilst minimising the burden of variants that require clinical assessment.

18.
Mol Psychiatry ; 28(4): 1527-1544, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36717740

RESUMO

The RhoGEF TRIO is known to play a major role in neuronal development by controlling actin cytoskeleton remodeling, primarily through the activation of the RAC1 GTPase. Numerous de novo mutations in the TRIO gene have been identified in individuals with neurodevelopmental disorders (NDDs). We have previously established the first phenotype/genotype correlation in TRIO-associated diseases, with striking correlation between the clinical features of the individuals and the opposite modulation of RAC1 activity by TRIO variants targeting different domains. The mutations hyperactivating RAC1 are of particular interest, as they are recurrently found in patients and are associated with a severe form of NDD and macrocephaly, indicating their importance in the etiology of the disease. Yet, it remains unknown how these pathogenic TRIO variants disrupt TRIO activity at a molecular level and how they affect neurodevelopmental processes such as axon outgrowth or guidance. Here we report an additional cohort of individuals carrying a pathogenic TRIO variant that reinforces our initial phenotype/genotype correlation. More importantly, by performing conformation predictions coupled to biochemical validation, we propose a model whereby TRIO is inhibited by an intramolecular fold and NDD-associated variants relieve this inhibition, leading to RAC1 hyperactivation. Moreover, we show that in cultured primary neurons and in the zebrafish developmental model, these gain-of-function variants differentially affect axon outgrowth and branching in vitro and in vivo, as compared to loss-of-function TRIO variants. In summary, by combining clinical, molecular, cellular and in vivo data, we provide compelling new evidence for the pathogenicity of novel genetic variants targeting the TRIO gene in NDDs. We report a novel mechanism whereby the fine-tuned regulation of TRIO activity is critical for proper neuronal development and is disrupted by pathogenic mutations.


Assuntos
Orientação de Axônios , Transtornos do Neurodesenvolvimento , Animais , Transtornos do Neurodesenvolvimento/genética , Neurônios , Fatores de Troca de Nucleotídeo Guanina Rho , Peixe-Zebra , Humanos
19.
Mol Psychiatry ; 28(2): 668-697, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36385166

RESUMO

Missense and truncating variants in the X-chromosome-linked CLCN4 gene, resulting in reduced or complete loss-of-function (LOF) of the encoded chloride/proton exchanger ClC-4, were recently demonstrated to cause a neurocognitive phenotype in both males and females. Through international clinical matchmaking and interrogation of public variant databases we assembled a database of 90 rare CLCN4 missense variants in 90 families: 41 unique and 18 recurrent variants in 49 families. For 43 families, including 22 males and 33 females, we collated detailed clinical and segregation data. To confirm causality of variants and to obtain insight into disease mechanisms, we investigated the effect on electrophysiological properties of 59 of the variants in Xenopus oocytes using extended voltage and pH ranges. Detailed analyses revealed new pathophysiological mechanisms: 25% (15/59) of variants demonstrated LOF, characterized by a "shift" of the voltage-dependent activation to more positive voltages, and nine variants resulted in a toxic gain-of-function, associated with a disrupted gate allowing inward transport at negative voltages. Functional results were not always in line with in silico pathogenicity scores, highlighting the complexity of pathogenicity assessment for accurate genetic counselling. The complex neurocognitive and psychiatric manifestations of this condition, and hitherto under-recognized impacts on growth, gastrointestinal function, and motor control are discussed. Including published cases, we summarize features in 122 individuals from 67 families with CLCN4-related neurodevelopmental condition and suggest future research directions with the aim of improving the integrated care for individuals with this diagnosis.


Assuntos
Transtornos do Neurodesenvolvimento , Masculino , Feminino , Humanos , Transtornos do Neurodesenvolvimento/genética , Mutação de Sentido Incorreto , Genes Ligados ao Cromossomo X , Fenótipo , Canais de Cloreto/genética
20.
Tuberculosis (Edinb) ; 138: 102287, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36450192

RESUMO

The macromorphological examination of identified human osteological collections from the pre-antibiotic era (e.g., Terry Collection) can provide invaluable information about the skeletal manifestations of tuberculosis (TB) in individuals who did not receive pharmaceutical therapy. With analysis of such collections, new diagnostic criteria for TB can be recognised which can be used in palaeopathological interpretation. The aim of our paper is to provide a reference and aid for the identification of TB in past populations by demonstrating and discussing in detail the vertebral alterations indicative of one of its rare skeletal manifestations, lumbosacral TB. These changes were detected in two individuals from the Terry Collection (Terry No. 760 and Terry No. 1093). These two case studies furnish palaeopathologists with a stronger basis for diagnosing lumbosacral TB in skeletons which exhibit similar vertebral lesions from osteoarchaeological series. To illustrate this, an archaeological case from Hungary (KK146) is also presented, displaying vertebral alterations resembling that of the two cases from the Terry Collection. Through the demonstrated case studies, we can derive a better insight into the disease experience of people who lived in the past and suffered from TB.


Assuntos
Mycobacterium tuberculosis , Tuberculose da Coluna Vertebral , Humanos , Tuberculose da Coluna Vertebral/diagnóstico por imagem , Tuberculose da Coluna Vertebral/patologia , Paleopatologia , Esqueleto/patologia , Antibacterianos
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