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1.
EBioMedicine ; 104: 105144, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38723553

RESUMO

BACKGROUND: Two or more autoantibodies against either insulin (IAA), glutamic acid decarboxylase (GADA), islet antigen-2 (IA-2A) or zinc transporter 8 (ZnT8A) denote stage 1 (normoglycemia) or stage 2 (dysglycemia) type 1 diabetes prior to stage 3 type 1 diabetes. Automated multiplex Antibody Detection by Agglutination-PCR (ADAP) assays in two laboratories were compared to single plex radiobinding assays (RBA) to define threshold levels for diagnostic specificity and sensitivity. METHODS: IAA, GADA, IA-2A and ZnT8A were analysed in 1504 (54% females) population based controls (PBC), 456 (55% females) doctor's office controls (DOC) and 535 (41% females) blood donor controls (BDC) as well as in 2300 (48% females) patients newly diagnosed (1-10 years of age) with stage 3 type 1 diabetes. The thresholds for autoantibody positivity were computed in 100 10-fold cross-validations to separate patients from controls either by maximizing the χ2-statistics (chisq) or using the 98th percentile of specificity (Spec98). Mean and 95% CI for threshold, sensitivity and specificity are presented. FINDINGS: The ADAP ROC curves of the four autoantibodies showed comparable AUC in the two ADAP laboratories and were higher than RBA. Detection of two or more autoantibodies using chisq showed 0.97 (0.95, 0.99) sensitivity and 0.94 (0.91, 0.97) specificity in ADAP compared to 0.90 (0.88, 0.95) sensitivity and 0.97 (0.94, 0.98) specificity in RBA. Using Spec98, ADAP showed 0.92 (0.89, 0.95) sensitivity and 0.99 (0.98, 1.00) specificity compared to 0.89 (0.77, 0.86) sensitivity and 1.00 (0.99, 1.00) specificity in the RBA. The diagnostic sensitivity and specificity were higher in PBC compared to DOC and BDC. INTERPRETATION: ADAP was comparable in two laboratories, both comparable to or better than RBA, to define threshold levels for two or more autoantibodies to stage type 1 diabetes. FUNDING: Supported by The Leona M. and Harry B. Helmsley Charitable Trust (grant number 2009-04078), the Swedish Foundation for Strategic Research (Dnr IRC15-0067) and the Swedish Research Council, Strategic Research Area (Dnr 2009-1039). AL was supported by the DiaUnion collaborative study, co-financed by EU Interreg ÖKS, Capital Region of Denmark, Region Skåne and the Novo Nordisk Foundation.


Assuntos
Autoanticorpos , Diabetes Mellitus Tipo 1 , Humanos , Diabetes Mellitus Tipo 1/imunologia , Diabetes Mellitus Tipo 1/diagnóstico , Diabetes Mellitus Tipo 1/sangue , Autoanticorpos/sangue , Autoanticorpos/imunologia , Feminino , Masculino , Criança , Pré-Escolar , Lactente , Transportador 8 de Zinco/imunologia , Sensibilidade e Especificidade , Proteínas Tirosina Fosfatases Classe 8 Semelhantes a Receptores/imunologia , Glutamato Descarboxilase/imunologia , Curva ROC , Programas de Rastreamento/métodos
2.
Int J Med Inform ; 187: 105461, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38643701

RESUMO

OBJECTIVE: Female reproductive disorders (FRDs) are common health conditions that may present with significant symptoms. Diet and environment are potential areas for FRD interventions. We utilized a knowledge graph (KG) method to predict factors associated with common FRDs (for example, endometriosis, ovarian cyst, and uterine fibroids). MATERIALS AND METHODS: We harmonized survey data from the Personalized Environment and Genes Study (PEGS) on internal and external environmental exposures and health conditions with biomedical ontology content. We merged the harmonized data and ontologies with supplemental nutrient and agricultural chemical data to create a KG. We analyzed the KG by embedding edges and applying a random forest for edge prediction to identify variables potentially associated with FRDs. We also conducted logistic regression analysis for comparison. RESULTS: Across 9765 PEGS respondents, the KG analysis resulted in 8535 significant or suggestive predicted links between FRDs and chemicals, phenotypes, and diseases. Amongst these links, 32 were exact matches when compared with the logistic regression results, including comorbidities, medications, foods, and occupational exposures. DISCUSSION: Mechanistic underpinnings of predicted links documented in the literature may support some of our findings. Our KG methods are useful for predicting possible associations in large, survey-based datasets with added information on directionality and magnitude of effect from logistic regression. These results should not be construed as causal but can support hypothesis generation. CONCLUSION: This investigation enabled the generation of hypotheses on a variety of potential links between FRDs and exposures. Future investigations should prospectively evaluate the variables hypothesized to impact FRDs.


Assuntos
Exposição Ambiental , Humanos , Feminino , Exposição Ambiental/efeitos adversos , Doenças dos Genitais Femininos , Modelos Logísticos , Estado Nutricional , Dieta , Adulto , Algoritmo Florestas Aleatórias
3.
Eur J Orthop Surg Traumatol ; 34(2): 823-832, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37715837

RESUMO

BACKGROUND: Calcaneal fractures are often major injuries associated with considerable morbidity. The optimal surgical management of displaced calcaneal fractures remains contentious with open, percutaneous and arthroscopically assisted percutaneous approaches all offering potential benefits for patients. The aim of this study was to assess which of these three separate surgical approaches to the management of displaced calcaneal fractures provides the best radiographic deformity correction. METHODS: This is a retrospective observational study of all calcaneal fractures undergoing operative fixation at a single major trauma centre in the UK. The primary outcome was pre- and post-operative assessment of the deformity correction using radiographic parameters (angle of Gissane and Bohler's angle). Secondary outcomes included fracture configuration, complications and re-operation rate. RESULTS: Between 01/01/2009 and 31/12/2019, 152 calcaneal fractures in 134 patients underwent operative management via either an open or percutaneous approach. One-way ANOVA testing of the pre- and post-operative radiographic parameters demonstrated that an open approach offered superior post-operative correction of Bohler's angle when compared to percutaneous alone (p < 0.05); however, there was no difference in post-operative angle of Gissane (p > 0.05). The mean follow-up for complication and re-operation data was 3.5 years (range 0.1-12.4). Overall complication rate following all surgical fixation was 7.2% with a further 32.2% requiring further long-term surgical intervention for subtalar arthritis or removal of metalwork. CONCLUSION: Arthroscopically assisted percutaneous fixation does not offer superior radiographic deformity correction compared to percutaneous technique alone. Open fixation yielded improved correction of Bohler's angle when compared to percutaneous alone; however, there was no difference in post-operative angle of Gissane. LEVEL OF EVIDENCE: III.


Assuntos
Traumatismos do Tornozelo , Calcâneo , Fraturas Ósseas , Fraturas Intra-Articulares , Humanos , Fixação Interna de Fraturas/efeitos adversos , Fixação Interna de Fraturas/métodos , Resultado do Tratamento , Fraturas Ósseas/diagnóstico por imagem , Fraturas Ósseas/cirurgia , Radiografia , Calcâneo/diagnóstico por imagem , Calcâneo/cirurgia , Calcâneo/lesões , Estudos Retrospectivos , Fraturas Intra-Articulares/diagnóstico por imagem , Fraturas Intra-Articulares/cirurgia
4.
medRxiv ; 2023 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-37502882

RESUMO

Objective: Female reproductive disorders (FRDs) are common health conditions that may present with significant symptoms. Diet and environment are potential areas for FRD interventions. We utilized a knowledge graph (KG) method to predict factors associated with common FRDs (e.g., endometriosis, ovarian cyst, and uterine fibroids). Materials and Methods: We harmonized survey data from the Personalized Environment and Genes Study on internal and external environmental exposures and health conditions with biomedical ontology content. We merged the harmonized data and ontologies with supplemental nutrient and agricultural chemical data to create a KG. We analyzed the KG by embedding edges and applying a random forest for edge prediction to identify variables potentially associated with FRDs. We also conducted logistic regression analysis for comparison. Results: Across 9765 PEGS respondents, the KG analysis resulted in 8535 significant predicted links between FRDs and chemicals, phenotypes, and diseases. Amongst these links, 32 were exact matches when compared with the logistic regression results, including comorbidities, medications, foods, and occupational exposures. Discussion: Mechanistic underpinnings of predicted links documented in the literature may support some of our findings. Our KG methods are useful for predicting possible associations in large, survey-based datasets with added information on directionality and magnitude of effect from logistic regression. These results should not be construed as causal, but can support hypothesis generation. Conclusion: This investigation enabled the generation of hypotheses on a variety of potential links between FRDs and exposures. Future investigations should prospectively evaluate the variables hypothesized to impact FRDs.

5.
PLoS One ; 18(5): e0285433, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37196000

RESUMO

The Global Alliance for Genomics and Health (GA4GH) is a standards-setting organization that is developing a suite of coordinated standards for genomics. The GA4GH Phenopacket Schema is a standard for sharing disease and phenotype information that characterizes an individual person or biosample. The Phenopacket Schema is flexible and can represent clinical data for any kind of human disease including rare disease, complex disease, and cancer. It also allows consortia or databases to apply additional constraints to ensure uniform data collection for specific goals. We present phenopacket-tools, an open-source Java library and command-line application for construction, conversion, and validation of phenopackets. Phenopacket-tools simplifies construction of phenopackets by providing concise builders, programmatic shortcuts, and predefined building blocks (ontology classes) for concepts such as anatomical organs, age of onset, biospecimen type, and clinical modifiers. Phenopacket-tools can be used to validate the syntax and semantics of phenopackets as well as to assess adherence to additional user-defined requirements. The documentation includes examples showing how to use the Java library and the command-line tool to create and validate phenopackets. We demonstrate how to create, convert, and validate phenopackets using the library or the command-line application. Source code, API documentation, comprehensive user guide and a tutorial can be found at https://github.com/phenopackets/phenopacket-tools. The library can be installed from the public Maven Central artifact repository and the application is available as a standalone archive. The phenopacket-tools library helps developers implement and standardize the collection and exchange of phenotypic and other clinical data for use in phenotype-driven genomic diagnostics, translational research, and precision medicine applications.


Assuntos
Neoplasias , Software , Humanos , Genômica , Bases de Dados Factuais , Biblioteca Gênica
6.
J Foot Ankle Surg ; 62(5): 797-801, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37086906

RESUMO

Elderly patients who sustain complex ankle or distal tibial fractures are often frail and comorbid and need surgery to contain the talus underneath the tibia in order to protect the soft tissue envelope and allow early unrestricted weightbearing. We performed a retrospective observational review of patients >65 years old who underwent a hindfoot nail fixation of an ankle or distal tibial fracture in our institution. Data collected included: injury sustained, open or closed injury, ASA grade, age at time of surgery, length of stay, postoperative mortality, complications, and further treatment. The primary outcome was reoperation. Secondary outcomes were infection and 1 year mortality. Seventy hind foot nailing procedures were undertaken. Sixty-three out of 70 patients were female. The average age of those who died within 1 year of surgery was 84 years. Forty-five out of 70 were open injuries. Eleven out of 70 patients died with 1 year of surgery (range 1-358 days postsurgery). Five out of 70 (7%) patients developed an infection. Four out of 5 of these injuries were open. Three out of 5 underwent removal of the nail due to infection. Two out of 5 had the infection suppressed with antibiotics. Ten out of 70 (14%) patients underwent locking bolt removal due to it backing out or being prominent and causing wound healing issues. Two out of 70 (3%) patients went on to have below knee amputations. Both were due to ongoing wound problems following open fractures. The hindfoot nail is an important implant when treating complex ankle and distal tibial fractures in an elderly population. It facilitates early mobilization to avoid deconditioning and other medical complications.


Assuntos
Fraturas do Tornozelo , Fixação Intramedular de Fraturas , Fraturas da Tíbia , Idoso , Feminino , Humanos , Masculino , Fraturas do Tornozelo/diagnóstico por imagem , Fraturas do Tornozelo/cirurgia , Pinos Ortopédicos , Seguimentos , Fixação Intramedular de Fraturas/métodos , Consolidação da Fratura , Unhas , Estudos Retrospectivos , Tíbia/cirurgia , Fraturas da Tíbia/cirurgia , Resultado do Tratamento
7.
Adv Genet (Hoboken) ; 4(1): 2200016, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36910590

RESUMO

The Global Alliance for Genomics and Health (GA4GH) is developing a suite of coordinated standards for genomics for healthcare. The Phenopacket is a new GA4GH standard for sharing disease and phenotype information that characterizes an individual person, linking that individual to detailed phenotypic descriptions, genetic information, diagnoses, and treatments. A detailed example is presented that illustrates how to use the schema to represent the clinical course of a patient with retinoblastoma, including demographic information, the clinical diagnosis, phenotypic features and clinical measurements, an examination of the extirpated tumor, therapies, and the results of genomic analysis. The Phenopacket Schema, together with other GA4GH data and technical standards, will enable data exchange and provide a foundation for the computational analysis of disease and phenotype information to improve our ability to diagnose and conduct research on all types of disorders, including cancer and rare diseases.

8.
Foot Ankle Int ; 44(2): 104-117, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36692121

RESUMO

BACKGROUND: Recent large studies of third-generation minimally invasive hallux valgus surgery (MIS) have demonstrated significant improvement in clinical and radiologic outcomes. It remains unknown whether these clinical and radiologic outcomes are maintained in the medium to long term. The aim of this study was to investigate the minimum 5-year clinical and radiologic outcomes following third-generation MIS hallux valgus surgery in the hands of a high-volume MIS surgeon. METHODS: A retrospective observational single highly experienced MIS surgeon case series of consecutive patients undergoing primary isolated third-generation percutaneous chevron and Akin osteotomies (PECA) for hallux valgus with a minimum 60-month clinical and radiographic follow-up. Primary outcome was radiographic assessment of the hallux valgus angle (HVA) and intermetatarsal angle (IMA) preoperatively, 6 months, and ≥60 months following PECA. Secondary outcomes included the Manchester-Oxford Foot Questionnaire, patient satisfaction, EuroQol-5D visual analog scale and the visual analog scale for pain. RESULTS: Between 2012 and 2014, 126 consecutive feet underwent isolated third-generation PECA, with complete data available for 78 (61.9%) feet. The median follow-up was 65.0 (IQR 64-69; range 60-88) months. There was a significant improvement in radiographic deformity correction; the median IMA improved from 12.0 degrees (interquartile range [IQR]: 10.8-14.2) to 6.0 degrees (IQR: 4.2-7.3) (P < .001), and the median HVA improved from 27.2 degrees (IQR: 20.6-34.4) to 7.2 degrees (IQR: 3.4-11.6). Median MOXFQ Index score at ≥60-month follow-up was 2.3 (IQR: 0.0-7.8). The radiographic recurrence rate (defined as HVA >15 degrees) was 7.7% at final follow-up. The complication rate was 4.8%. CONCLUSION: Radiologic deformity correction for the 78 feet we were able to follow that had third-generation PECA performed by a single highly experienced MIS surgeon was found to be maintained at a mean follow-up of average 66.8 months, with a radiographic recurrence rate of 7.7%. Clinical PROMs and patient satisfaction levels were high and comparable to other third-generation studies with shorter duration of follow-up. LEVEL OF EVIDENCE: Level IV, retrospective cohort study.


Assuntos
Joanete , Hallux Valgus , Humanos , Seguimentos , Hallux Valgus/diagnóstico por imagem , Hallux Valgus/cirurgia , Osteotomia , Estudos Retrospectivos , Resultado do Tratamento
9.
medRxiv ; 2023 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-38196618

RESUMO

To discover rare disease-gene associations, we developed a gene burden analytical framework and applied it to rare, protein-coding variants from whole genome sequencing of 35,008 cases with rare diseases and their family members recruited to the 100,000 Genomes Project (100KGP). Following in silico triaging of the results, 88 novel associations were identified including 38 with existing experimental evidence. We have published the confirmation of one of these associations, hereditary ataxia with UCHL1 , and independent confirmatory evidence has recently been published for four more. We highlight a further seven compelling associations: hypertrophic cardiomyopathy with DYSF and SLC4A3 where both genes show high/specific heart expression and existing associations to skeletal dystrophies or short QT syndrome respectively; monogenic diabetes with UNC13A with a known role in the regulation of ß cells and a mouse model with impaired glucose tolerance; epilepsy with KCNQ1 where a mouse model shows seizures and the existing long QT syndrome association may be linked; early onset Parkinson's disease with RYR1 with existing links to tremor pathophysiology and a mouse model with neurological phenotypes; anterior segment ocular abnormalities associated with POMK showing expression in corneal cells and with a zebrafish model with developmental ocular abnormalities; and cystic kidney disease with COL4A3 showing high renal expression and prior evidence for a digenic or modifying role in renal disease. Confirmation of all 88 associations would lead to potential diagnoses in 456 molecularly undiagnosed cases within the 100KGP, as well as other rare disease patients worldwide, highlighting the clinical impact of a large-scale statistical approach to rare disease gene discovery.

10.
Diabetes Res Clin Pract ; 194: 110157, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36400170

RESUMO

AIMS: Studies suggest that metformin is associated with reduced COVID-19 severity in individuals with diabetes compared to other antihyperglycemics. We assessed if metformin is associated with reduced incidence of severe COVID-19 for patients with prediabetes or polycystic ovary syndrome (PCOS), common diseases that increase the risk of severe COVID-19. METHODS: This observational, retrospective study utilized EHR data from 52 hospitals for COVID-19 patients with PCOS or prediabetes treated with metformin or levothyroxine/ondansetron (controls). After balancing via inverse probability score weighting, associations with COVID-19 severity were assessed by logistic regression. RESULTS: In the prediabetes cohort, when compared to levothyroxine, metformin was associated with a significantly lower incidence of COVID-19 with "mild-ED" or worse (OR [95% CI]: 0.636, [0.455-0.888]) and "moderate" or worse severity (0.493 [0.339-0.718]). Compared to ondansetron, metformin was associated with lower incidence of "mild-ED" or worse severity (0.039 [0.026-0.057]), "moderate" or worse (0.045 [0.03-0.069]), "severe" or worse (0.183 [0.077-0.431]), and "mortality/hospice" (0.223 [0.071-0.694]). For PCOS, metformin showed no significant differences in severity compared to levothyroxine, but was associated with a significantly lower incidence of "mild-ED" or worse (0.101 [0.061-0.166]), and "moderate" or worse (0.094 [0.049-0.18]) COVID-19 outcome compared to ondansetron. CONCLUSIONS: Metformin use is associated with less severe COVID-19 in patients with prediabetes or PCOS.


Assuntos
COVID-19 , Metformina , Síndrome do Ovário Policístico , Estado Pré-Diabético , Feminino , Humanos , Metformina/uso terapêutico , Estudos Retrospectivos , COVID-19/epidemiologia , COVID-19/complicações , Estado Pré-Diabético/tratamento farmacológico , Estado Pré-Diabético/epidemiologia , Estado Pré-Diabético/complicações , Síndrome do Ovário Policístico/complicações , Hipoglicemiantes/uso terapêutico , Tiroxina
11.
Foot Ankle Int ; 43(9): 1157-1166, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35652729

RESUMO

BACKGROUND: Coronal and sagittal plane deformities of the lesser toes are common yet challenging to treat. Traditional open releases and translational Weil osteotomies can be unpredictable and lead to postoperative stiffness. We present the results of a percutaneous closing wedge extracapsular osteotomy of the proximal phalanx to treat valgus deformity of the second toe. METHODS: Thirty-one patients underwent 40 percutaneous osteotomies at a median age of 58.6±9.4 years. Using a small dorsomedial incision, a percutaneous proximal metaphyseal medial closing-wedge extracapsular osteotomy of the second toe is performed, leaving the dorsolateral cortex intact. An irrigated low-speed, high-torque 2- × 8-mm burr is used under image guidance. The osteotomy is then closed to correct deformity and taped for 2 weeks. Patient-reported outcomes and weightbearing radiographs were obtained. RESULTS: Questionnaire data was available for 89.7% (n=35) of cases. Most cases (91.4%) were either satisfied or extremely satisfied with the procedure. Radiographs were available for 90.0% of osteotomies, with a median length from surgery to radiographic follow-up of 1.6 years (range 0.5-6.3; SD ±1.5). Median second-toe valgus angle (STVA) decreased from 16.2±10.7 degrees to 5.0±7.0 degrees (P < .001) at final follow-up. All osteotomies united with no delayed union. There were no wound complications or infections. We found 2 cases of radiographic recurrence. CONCLUSION: Percutaneous proximal phalanx base metaphyseal closing wedge extracapsular osteotomies of lesser toes to correct coronal plane deformity is useful adjunct to first-ray corrective surgery and is associated with high levels of patient satisfaction. LEVEL OF EVIDENCE: Level IV, retrospective case series.


Assuntos
Hallux Valgus , Idoso , Hallux Valgus/cirurgia , Humanos , Pessoa de Meia-Idade , Osteotomia/métodos , Radiografia , Estudos Retrospectivos , Dedos do Pé , Resultado do Tratamento
12.
J Pathol Clin Res ; 8(5): 411-421, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35638866

RESUMO

The SPIRIT (Standard Protocol Items: Recommendations for Interventional Trials) 2013 Statement provides evidence-based recommendations for the minimum content of clinical trial protocols. The Cellular Molecular Pathology Initiative, hosted by the UK National Cancer Research Institute, developed an extension, SPIRIT-Path, describing how to effectively incorporate pathology support into clinical trial protocols. The current study assessed the inclusion of SPIRIT-Path items in protocols of active clinical trials. Publicly available clinical trial protocols were identified for assessment against the new guidelines using a single UK hospital as the 'test site'. One hundred and ninety interventional clinical trials were identified as receiving support from the pathology department. However, only 38 had publicly available full trial protocols (20%) and following application of the inclusion/exclusion criteria, 19 were assessed against the SPIRIT-Path guidelines. The reviewed clinical trial protocols showed some areas of compliance and highlighted other items that were inadequately described. The latter lacked information about the individuals responsible for the pathology content of the trial protocol, how pathology activities and roles were organised in the trial, where the laboratory work would be carried out, and the accreditation status of the laboratory. Only one trial had information specific to digital pathology, a technology certain to become more prevalent in the future. Adoption of the SPIRIT-Path checklist will facilitate comprehensive trial protocols that address all the key cellular and molecular pathology aspects of interventional clinical trials. This study highlights once again the lack of public availability of trial protocols. Full trial protocols should be available for scrutiny by the scientific community and the public who participate in the studies, increasing the transparency of clinical trial activity and improving quality.


Assuntos
Lista de Checagem , Projetos de Pesquisa , Protocolos de Ensaio Clínico como Assunto , Humanos
13.
NAR Cancer ; 4(2): zcac014, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35475145

RESUMO

We created the PDX Network (PDXNet) portal (https://portal.pdxnetwork.org/) to centralize access to the National Cancer Institute-funded PDXNet consortium resources, to facilitate collaboration among researchers and to make these data easily available for research. The portal includes sections for resources, analysis results, metrics for PDXNet activities, data processing protocols and training materials for processing PDX data. Currently, the portal contains PDXNet model information and data resources from 334 new models across 33 cancer types. Tissue samples of these models were deposited in the NCI's Patient-Derived Model Repository (PDMR) for public access. These models have 2134 associated sequencing files from 873 samples across 308 patients, which are hosted on the Cancer Genomics Cloud powered by Seven Bridges and the NCI Cancer Data Service for long-term storage and access with dbGaP permissions. The portal includes results from freely available, robust, validated and standardized analysis workflows on PDXNet sequencing files and PDMR data (3857 samples from 629 patients across 85 disease types). The PDXNet portal is continuously updated with new data and is of significant utility to the cancer research community as it provides a centralized location for PDXNet resources, which support multi-agent treatment studies, determination of sensitivity and resistance mechanisms, and preclinical trials.

14.
NAR Genom Bioinform ; 3(4): lqab113, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34888523

RESUMO

Inhibiting protein kinases (PKs) that cause cancers has been an important topic in cancer therapy for years. So far, almost 8% of >530 PKs have been targeted by FDA-approved medications, and around 150 protein kinase inhibitors (PKIs) have been tested in clinical trials. We present an approach based on natural language processing and machine learning to investigate the relations between PKs and cancers, predicting PKs whose inhibition would be efficacious to treat a certain cancer. Our approach represents PKs and cancers as semantically meaningful 100-dimensional vectors based on word and concept neighborhoods in PubMed abstracts. We use information about phase I-IV trials in ClinicalTrials.gov to construct a training set for random forest classification. Our results with historical data show that associations between PKs and specific cancers can be predicted years in advance with good accuracy. Our tool can be used to predict the relevance of inhibiting PKs for specific cancers and to support the design of well-focused clinical trials to discover novel PKIs for cancer therapy.

15.
Foot Ankle Int ; 42(10): 1231-1240, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34111991

RESUMO

BACKGROUND: Patients with severe hallux valgus deformity present technical and operative challenges with high rates of recurrence and residual deformity. The clinical and radiologic outcomes of percutaneous surgery for severe hallux valgus are not known. METHODS: A retrospective review of consecutive patients with a hallux valgus angle (HVA) >40 degrees or intermetatarsal angle (IMA) >20 degrees who underwent third-generation percutaneous chevron and Akin osteotomy (PECA) for hallux valgus deformity correction. RESULTS: Between December 2012 and August 2019, 59 feet in 50 patients underwent PECA. Preoperative and follow-up radiographic data were available for 53 feet (89.8%). Postoperative clinical patient-reported outcome measures and satisfaction results were available for 51 feet (86.4%). The mean clinical and radiographic follow-up was 3.1 years and the mean postoperative Manchester-Oxford Foot Questionnaire Index score was 15.1. There was a statistically significant improvement (P < .001) in both IMA and HVA following surgery (IMA 17.5-5.1 degrees; HVA 44.1-11.5 degrees). All patients reported they were satisfied with their outcome, with 76.8% reporting they were highly satisfied. The hallux valgus recurrence rate was 7.5%. CONCLUSION: Percutaneous surgery for severe hallux valgus deformity can achieve a large deformity correction, patient satisfaction, and quality of life, with reasonable rates of residual deformity and low rates of recurrence. LEVEL OF EVIDENCE: Level IV, case series.


Assuntos
Hallux Valgus , Ossos do Metatarso , Seguimentos , Hallux Valgus/diagnóstico por imagem , Hallux Valgus/cirurgia , Humanos , Ossos do Metatarso/diagnóstico por imagem , Ossos do Metatarso/cirurgia , Osteotomia , Qualidade de Vida , Radiografia , Estudos Retrospectivos , Resultado do Tratamento
16.
Foot Ankle Int ; 42(9): 1106-1114, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33870760

RESUMO

BACKGROUND: There are many options for incision closure in forefoot surgery. The aim of this study was to compare topical skin adhesive (2-octyl-cyanoacrylate) to simple interrupted nylon sutures. METHODS: A prospective randomized controlled trial comparing topical skin adhesive (TSA) and nylon sutures (NSs) for elective open forefoot surgery. Primary outcome was Hollander Wound Evaluation Scale (HWES) assessed 2 weeks following surgery. Secondary objectives included time taken for wound closure, wound assessment, patient satisfaction with wound cosmesis, incision pain, and infection rate. RESULTS: Between January and December 2018, 84 feet (70 patients) underwent hallux valgus scarf/Akin osteotomy or first metatarsophalangeal arthrodesis and were randomized to receive either intervention (topical skin adhesive) or control (3/0 nylon sutures). We found worse HWES scores when using TSA compared to NSs (1.07 vs 0.60). Incision closure time was slower for TSA (mean, 272 vs 229 seconds). At 2 weeks postoperatively, wound care was faster for TSA (mean 71 secs) vs NSs (mean 120), and patient-reported pain was less with TSA (visual analog scale: TSA 1.2 vs NSs 2.1). A high degree of overall patient satisfaction was reported in both groups, without significant difference. CONCLUSION: Closure of elective forefoot surgery incisions with topical skin adhesive or interrupted nylon sutures offers high satisfaction rates, low pain scores, and low complications. However, topical skin adhesive was associated with more inflammation and areas of wound separation compared to nylon sutures. We recommend the use of sutures for wound closure in forefoot surgery. LEVEL OF EVIDENCE: Level I, randomized controlled trial.


Assuntos
Nylons , Adesivos Teciduais , Adesivos , Humanos , Estudos Prospectivos , Técnicas de Sutura , Suturas , Cicatrização
17.
PLoS One ; 15(11): e0242049, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33186361

RESUMO

Islet autoantibodies are predominantly measured by radioassay to facilitate risk assessment and diagnosis of type 1 diabetes. However, the reliance on radioactive components, large sample volumes and limited throughput renders radioassay testing costly and challenging. We developed a multiplex analysis platform based on antibody detection by agglutination-PCR (ADAP) for the sample-sparing measurement of GAD, IA-2 and insulin autoantibodies/antibodies in 1 µL serum. The assay was developed and validated in 7 distinct cohorts (n = 858) with the majority of the cohorts blinded prior to analysis. Measurements from the ADAP assay were compared to radioassay to determine correlation, concordance, agreement, clinical sensitivity and specificity. The average overall agreement between ADAP and radioassay was above 91%. The average clinical sensitivity and specificity were 96% and 97%. In the IASP 2018 workshop, ADAP achieved the highest sensitivity of all assays tested at 95% specificity (AS95) rating for GAD and IA-2 autoantibodies and top-tier performance for insulin autoantibodies. Furthermore, ADAP correctly identified 95% high-risk individuals with two or more autoantibodies by radioassay amongst 39 relatives of T1D patients tested. In conclusion, the new ADAP assay can reliably detect the three cardinal islet autoantibodies/antibodies in 1µL serum with high sensitivity. This novel assay may improve pediatric testing compliance and facilitate easier community-wide screening for islet autoantibodies.


Assuntos
Aglutinação/imunologia , Autoanticorpos/imunologia , Diabetes Mellitus Tipo 1/imunologia , Ilhotas Pancreáticas/imunologia , Adolescente , Adulto , Feminino , Glutamato Descarboxilase/imunologia , Humanos , Anticorpos Anti-Insulina/imunologia , Masculino , Programas de Rastreamento , Reação em Cadeia da Polimerase/métodos , Sensibilidade e Especificidade , Adulto Jovem
18.
Nat Rev Nephrol ; 16(11): 686-696, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32939051

RESUMO

An important need exists to better understand and stratify kidney disease according to its underlying pathophysiology in order to develop more precise and effective therapeutic agents. National collaborative efforts such as the Kidney Precision Medicine Project are working towards this goal through the collection and integration of large, disparate clinical, biological and imaging data from patients with kidney disease. Ontologies are powerful tools that facilitate these efforts by enabling researchers to organize and make sense of different data elements and the relationships between them. Ontologies are critical to support the types of big data analysis necessary for kidney precision medicine, where heterogeneous clinical, imaging and biopsy data from diverse sources must be combined to define a patient's phenotype. The development of two new ontologies - the Kidney Tissue Atlas Ontology and the Ontology of Precision Medicine and Investigation - will support the creation of the Kidney Tissue Atlas, which aims to provide a comprehensive molecular, cellular and anatomical map of the kidney. These ontologies will improve the annotation of kidney-relevant data, and eventually lead to new definitions of kidney disease in support of precision medicine.


Assuntos
Atlas como Assunto , Ontologias Biológicas , Nefropatias/classificação , Medicina de Precisão , Big Data , Humanos , Fenótipo
19.
SLAS Technol ; 25(6): 545-552, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32815769

RESUMO

As of July 22, 2020, more than 14.7 million infections of SARS-CoV-2, the virus responsible for Coronavirus Disease 2019 (COVID-19), have been confirmed globally. Serological assays are essential for community screening, assessing infection prevalence, aiding identification of infected patients, and enacting appropriate treatment and quarantine protocols in the battle against this rapidly expanding pandemic. Antibody detection by agglutination-PCR (ADAP) is a pure solution phase immunoassay that generates a PCR amplifiable signal when patient antibodies agglutinate DNA-barcoded antigen probes into a dense immune complex. Here, we present an ultrasensitive and high-throughput automated liquid biopsy assay based on the Hamilton Microlab ADAP STAR automated liquid-handling platform, which was developed and validated for the qualitative detection of total antibodies against spike protein 1 (S1) of SARS-CoV-2 that uses as little as 4 µL of serum. To assess the clinical performance of the ADAP assay, 57 PCR-confirmed COVID-19 patients and 223 control patients were tested. The assay showed a sensitivity of 98% (56/57) and a specificity of 99.55% (222/223). Notably, the SARS-CoV-2-negative control patients included individuals with other common coronaviral infections, such as CoV-NL63 and CoV-HKU, which did not cross-react. In addition to high performance, the hands-free automated workstation enabled high-throughput sample processing to reduce screening workload while helping to minimize analyst contact with biohazardous samples. Therefore, the ADAP STAR liquid-handling workstation can be used as a valuable tool to address the COVID-19 global pandemic.


Assuntos
Alphacoronavirus/imunologia , Teste Sorológico para COVID-19/métodos , COVID-19/diagnóstico , Coronavirus Humano NL63/imunologia , SARS-CoV-2/fisiologia , Glicoproteína da Espícula de Coronavírus/imunologia , Animais , Automação Laboratorial , Quirópteros , Técnicas de Laboratório Clínico , Reações Cruzadas , Ensaios de Triagem em Larga Escala , Humanos , Imunoensaio , Pandemias , Reação em Cadeia da Polimerase , Procedimentos Cirúrgicos Robóticos , Sensibilidade e Especificidade
20.
Pacing Clin Electrophysiol ; 43(8): 856-865, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32638389

RESUMO

BACKGROUND: Manual compression (MC) is the current standard to achieve postprocedural hemostasis in patients who need venous vascular access closure after cardiovascular procedures. Figure-of-8 (F8) suture for venous access closure has been reported to be a safe and efficacious alternative to MC. METHODS: A systematic search was done using PubMed, Google Scholar, EMBASE, SCOPUS, and ClinicalTrials.gov without language restriction up until April 15, 2020 for studies comparing F8 suture versus MC. Risk ratio (RR) and mean difference (MD) with 95% confidence interval (CI) were calculated using a random effects model. RESULTS: Time to achieve hemostasis was significantly reduced in the F8 arm [MD -21.04 min (95% CI: -35.66 to -6.42; P = .005)]. Access site bleeding was significantly lower in the F8 group [RR 0.35 (95% CI: 0.18 to 0.66; P = .001)] along with a lower incidence of hematoma formation [RR 0.42 (95% CI: 0.26 to 0.67; P = .0003)]. There was no significant difference in rates of fistula or pseudoaneurysm formation between the two groups. Overall access site complications were lower in the F8 arm [RR 0.38 (95% CI: 0.26 to 0.55; P < .00001)] and the effect was more pronounced for sheaths ≥10 Fr [RR 0.33 (95% CI: 0.18 to 0.60; P = .0003)]. There was lower postprocedural protamine use in the F8 group [RR 0.07 (95% CI: 0.01 to 0.36; P = .001)]. CONCLUSION: For large-bore venous access closure, the F8 suture results in a shortened time to achieve hemostasis along with a lower overall risk of access site complications and postprocedural protamine use.


Assuntos
Doenças Cardiovasculares/cirurgia , Hemostasia Cirúrgica/métodos , Técnicas de Sutura , Procedimentos Cirúrgicos Vasculares/métodos , Humanos , Pressão
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