Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 40
Filtrar
Más filtros

Banco de datos
País/Región como asunto
Tipo del documento
Intervalo de año de publicación
1.
Pediatr Blood Cancer ; 69(4): e29493, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35038214

RESUMEN

Sickle cell disease (SCD) patients are at high risk of central nervous system (CNS) complications and may experience significant morbidity. The study was conducted to describe the comprehensive burden of SCD-related CNS complications and to identify patient-reported outcome (PRO) instruments for future research. The review included 32 studies published from January 2000 to 2020, evaluating humanistic and economic outcomes. Twenty-three studies reported humanistic outcomes, 16 of which measured cognitive function using Wechsler Intelligence Scales. A meta-analysis was conducted, finding full-scale intelligence quotient (IQ) was significantly lower in: overt stroke versus controls: -12.6 (p < .001); silent cerebral infarct (SCI) versus controls: -5.7 (p < .001); overt stroke versus SCI: -9.4 (p = .008); and any event versus controls: -7.6 (p < .001). This review quantified the cognitive deficits associated with CNS complications in pediatric SCD populations and highlights the need for improved prevention/treatment. As PRO evidence was limited, we discussed areas for future research.


Asunto(s)
Anemia de Células Falciformes , Accidente Cerebrovascular , Sistema Nervioso Central , Infarto Cerebral , Niño , Humanos , Pruebas de Inteligencia , Accidente Cerebrovascular/etiología
2.
Nucleic Acids Res ; 47(15): 7955-7972, 2019 09 05.
Artículo en Inglés | MEDLINE | ID: mdl-31147717

RESUMEN

Sickle cell disease (SCD) is a monogenic disorder that affects millions worldwide. Allogeneic hematopoietic stem cell transplantation is the only available cure. Here, we demonstrate the use of CRISPR/Cas9 and a short single-stranded oligonucleotide template to correct the sickle mutation in the ß-globin gene in hematopoietic stem and progenitor cells (HSPCs) from peripheral blood or bone marrow of patients with SCD, with 24.5 ± 7.6% efficiency without selection. Erythrocytes derived from gene-edited cells showed a marked reduction of sickle cells, with the level of normal hemoglobin (HbA) increased to 25.3 ± 13.9%. Gene-corrected SCD HSPCs retained the ability to engraft when transplanted into non-obese diabetic (NOD)-SCID-gamma (NSG) mice with detectable levels of gene correction 16-19 weeks post-transplantation. We show that, by using a high-fidelity SpyCas9 that maintained the same level of on-target gene modification, the off-target effects including chromosomal rearrangements were significantly reduced. Taken together, our results demonstrate efficient gene correction of the sickle mutation in both peripheral blood and bone marrow-derived SCD HSPCs, a significant reduction in sickling of red blood cells, engraftment of gene-edited SCD HSPCs in vivo and the importance of reducing off-target effects; all are essential for moving genome editing based SCD treatment into clinical practice.


Asunto(s)
Anemia de Células Falciformes/terapia , Edición Génica/métodos , Trasplante de Células Madre Hematopoyéticas/métodos , Células Madre Hematopoyéticas/metabolismo , Globinas beta/genética , Anemia de Células Falciformes/genética , Animales , Sistemas CRISPR-Cas , Línea Celular Tumoral , Células Cultivadas , Eritrocitos/metabolismo , Terapia Genética/métodos , Humanos , Células K562 , Ratones , Ratones Endogámicos NOD , Ratones Noqueados , Ratones SCID , Resultado del Tratamiento
3.
Blood ; 132(3): 321-333, 2018 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-29884740

RESUMEN

Induction of red blood cell (RBC) fetal hemoglobin (HbF; α2γ2) ameliorates the pathophysiology of sickle cell disease (SCD) by reducing the concentration of sickle hemoglobin (HbS; α2ßS2) to inhibit its polymerization. Hydroxyurea (HU), the only US Food and Drug Administration (FDA)-approved drug for SCD, acts in part by inducing HbF; however, it is not fully effective, reflecting the need for new therapies. Whole-exome sequence analysis of rare genetic variants in SCD patients identified FOXO3 as a candidate regulator of RBC HbF. We validated these genomic findings through loss- and gain-of-function studies in normal human CD34+ hematopoietic stem and progenitor cells induced to undergo erythroid differentiation. FOXO3 gene silencing reduced γ-globin RNA levels and HbF levels in erythroblasts, whereas overexpression of FOXO3 produced the opposite effect. Moreover, treatment of primary CD34+ cell-derived erythroid cultures with metformin, an FDA-approved drug known to enhance FOXO3 activity in nonerythroid cells, caused dose-related FOXO3-dependent increases in the percentage of HbF protein and the fraction of HbF-immunostaining cells (F cells). Combined HU and metformin treatment induced HbF additively and reversed the arrest in erythroid maturation caused by HU treatment alone. HbF induction by metformin in erythroid precursors was dependent on FOXO3 expression and did not alter expression of BCL11A, MYB, or KLF1. Collectively, our data implicate FOXO3 as a positive regulator of γ-globin expression and identify metformin as a potential therapeutic agent for SCD.


Asunto(s)
Células Eritroides/efectos de los fármacos , Células Eritroides/metabolismo , Hemoglobina Fetal/biosíntesis , Proteína Forkhead Box O3/genética , Regulación de la Expresión Génica/efectos de los fármacos , Metformina/farmacología , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/genética , Biomarcadores , Diferenciación Celular/efectos de los fármacos , Diferenciación Celular/genética , Células Cultivadas , Niño , Preescolar , Células Eritroides/citología , Femenino , Hemoglobina Fetal/genética , Proteína Forkhead Box O3/metabolismo , Expresión Génica , Perfilación de la Expresión Génica , Técnicas de Silenciamiento del Gen , Células Madre Hematopoyéticas/citología , Células Madre Hematopoyéticas/efectos de los fármacos , Células Madre Hematopoyéticas/metabolismo , Humanos , Masculino , Modelos Biológicos , Transducción Genética , gamma-Globinas/genética , gamma-Globinas/metabolismo
4.
Eur J Haematol ; 105(3): 237-246, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-32301178

RESUMEN

Early diagnosis, treatment, and prevention of a vaso-occlusive crisis (VOC) are critical to the management of patients with sickle cell disease. It is essential to differentiate between VOC-associated pain and chronic pain, hyperalgesia, neuropathy, and neuropathic pain. The pathophysiology of VOCs includes polymerization of abnormal sickle hemoglobin, inflammation, and adhesion. Hydroxyurea, L-glutamine, crizanlizumab, and voxelotor have been approved by the US Food and Drug Administration for reducing the frequency of VOCs; the European Medicines Agency has approved only hydroxyurea. Other novel treatments are in late-stage clinical development in both the United States and the European Union. The development of agents for prevention and treatment of VOCs should be driven by our understanding of its pathophysiology.


Asunto(s)
Anemia de Células Falciformes/complicaciones , Susceptibilidad a Enfermedades , Manejo del Dolor , Dimensión del Dolor , Dolor/diagnóstico , Dolor/etiología , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/tratamiento farmacológico , Antidrepanocíticos/farmacología , Antidrepanocíticos/uso terapéutico , Biomarcadores , Toma de Decisiones Clínicas , Diagnóstico Diferencial , Manejo de la Enfermedad , Humanos , Dolor/prevención & control , Pronóstico , Factores de Riesgo , Resultado del Tratamiento
5.
Br J Haematol ; 180(2): 189-200, 2018 01.
Artículo en Inglés | MEDLINE | ID: mdl-29143315

RESUMEN

Fetal haemoglobin (HbF, α2γ2) induction has long been an area of investigation, as it is known to ameliorate the clinical complications of sickle cell disease (SCD). Progress in identifying novel HbF-inducing strategies has been stymied by limited understanding of gamma (γ)-globin regulation. Genome-wide association studies (GWAS) have identified variants in BCL11A and HBS1L-MYB that are associated with HbF levels. Functional studies have established the roles of BCL11A, MYB, and KLF1 in γ-globin regulation, but this information has not yielded new pharmacological agents. Several drugs are under investigation in clinical trials as HbF-inducing agents, but hydroxycarbamide remains the only widely used pharmacologic therapy for SCD. Autologous transplant of edited haematopoietic stem cells holds promise as a cure for SCD, either through HbF induction or correction of the causative mutation, but several technical and safety hurdles must be overcome before this therapy can be offered widely, and pharmacological therapies are still needed.


Asunto(s)
Anemia de Células Falciformes/terapia , Hemoglobina Fetal/biosíntesis , Anemia de Células Falciformes/etiología , Anemia de Células Falciformes/metabolismo , Animales , Antidrepanocíticos/farmacología , Antidrepanocíticos/uso terapéutico , Ensayos Clínicos como Asunto , Hemoglobina Fetal/química , Hemoglobina Fetal/genética , Regulación de la Expresión Génica/efectos de los fármacos , Terapia Genética , Humanos , Resultado del Tratamiento
6.
Transfusion ; 58(3): 726-735, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29210071

RESUMEN

BACKGROUND: Hyperhemolysis syndrome (HHS) is an uncommon, but life-threatening, transfusion-related complication of red blood cell transfusion. HHS has predominantly been described in patients with sickle cell disease (SCD) and is difficult to diagnose and treat. The pathogenesis of HHS, including its occurrence in only a subset of apparently susceptible individuals, is poorly understood. We undertook whole-exome sequencing (WES) of 12 SCD-HHS patients to identify shared genetic variants that might be relevant to the development of HHS. STUDY DESIGN AND METHODS: DNA from adults with SCD having at least one previous episode of HHS were subject to WES. High-quality variants were passed through a series of bioinformatics filters to identify variants that were uncommon among African populations represented in public databases. Recurrent, putative loss-of-function variants occurring in biologically plausible genes were prioritized and then genotyped in a larger, ancestry-matched cohort of non-HHS controls. RESULTS: A rare, heterozygous stop-gain variant (p.Glu210Ter) in MBL2 was significantly enriched among HHS cases (p = 0.002). This variant is predicted to result in a premature termination codon that escapes nonsense-mediated mRNA decay, potentially leading to a novel phenotype. We also observed a complex insertion-deletion variant in the final exon of KLRC3 that was enriched among cases (p = 0.0019), although neither variant was found among seven pediatric SCD-HHS patients. CONCLUSION: Our results suggest a potential role for rare genetic defects in the development of HHS among adult SCD patients. Such enriched variants may ultimately be useful for identifying high-risk individuals and informing therapeutic approaches in HHS.


Asunto(s)
Anemia de Células Falciformes , Exoma , Predisposición Genética a la Enfermedad , Variación Genética , Hemólisis/genética , Adolescente , Adulto , Anemia de Células Falciformes/complicaciones , Anemia de Células Falciformes/genética , Niño , Preescolar , Femenino , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Masculino , Síndrome
7.
J Pediatr Hematol Oncol ; 40(5): 341-347, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-29683954

RESUMEN

Hydroxyurea (HU) has proven hematologic and clinical benefits, especially when escalated to the maximum tolerated dose (MTD). We reviewed clinical data from patients with sickle cell disease (January 2011 to 2016) to determine baseline sociodemographic and laboratory parameters associated with reaching HU MTD without significant delays. In total, 210 patients (mean HU start age, 6.6 y) were included. Initial Kaplan-Meier event analysis showed 1 year to be an inflection point for reaching MTD. In total, 116 patients (55%) reached MTD in <1 year, with 56 (27%) taking >1 year to reach MTD and 38 (18%) patients not successfully reaching MTD during follow-up. In both crude and adjusted analyses, age at HU start was found to be significantly and inversely associated with reaching MTD within 1 year. The data presented, specifically the inflection point of reaching MTD at 1 year and the association of young HU start age with reaching MTD within a year, suggest that successful achievement of MTD may be facilitated by starting patients on HU at a young age and that older patients should receive additional intervention to attain MTD within 1 year. Patients who do not achieve MTD within a year may need the most extensive intervention.


Asunto(s)
Anemia de Células Falciformes/tratamiento farmacológico , Hidroxiurea/administración & dosificación , Adolescente , Adulto , Factores de Edad , Anemia de Células Falciformes/mortalidad , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Estudios Retrospectivos , Factores de Riesgo , Factores Socioeconómicos
12.
Curr Opin Hematol ; 21(1): 58-63, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24257097

RESUMEN

PURPOSE OF REVIEW: This review describes the pathogenesis and therapeutic implications of neutropenia in patients with hepatitis C. RECENT FINDINGS: Mild-to-moderate neutropenia is increasingly recognized as the hepatitis C population has caused increased cirrhosis. Multiple mechanisms for the neutropenia have been postulated, with recent evidence pointing toward a combination of hypersplenism, autoimmunity, and direct viral infection of bone marrow cells. Advances in antiviral therapy are associated with worsened neutropenia and dose modification. Severe neutropenia is underreported and is generally not associated with increased rates of infection. SUMMARY: Although neutropenia is common in hepatitis C patients it generally has a benign course and may not prohibit antiviral therapy.


Asunto(s)
Hepatitis C Crónica/complicaciones , Neutropenia/complicaciones , Antivirales/uso terapéutico , Médula Ósea/virología , Manejo de la Enfermedad , Hepatitis C Crónica/tratamiento farmacológico , Hepatitis C Crónica/virología , Humanos , Neutropenia/fisiopatología , Neutrófilos/virología
14.
Expert Rev Hematol ; 17(8): 411-418, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38949576

RESUMEN

INTRODUCTION: Acute pain episodes, also known as vaso-occlusive crises (VOC), are a major symptom of sickle cell disease (SCD) and lead to frequent hospitalizations. The diagnosis of VOC can be challenging, particularly in adults with SCD, 50% of whom have chronic pain. Several potential biomarkers have been proposed for identifying individuals with VOC, including elevation above the baseline of various vascular growth factors, cytokines, and other markers of inflammation. However, none have been validated to date. AREAS COVERED: We summarize prospective biomarkers for the diagnosis of acute pain in SCD, and how they may be involved in the pathophysiology of a VOC. Previous and current strategies for biomarker discovery, including the use of omics techniques, are discussed. EXPERT OPINION: Implementing a multi-omics-based approach will facilitate the discovery of objective and validated biomarkers for acute pain.


Asunto(s)
Dolor Agudo , Anemia de Células Falciformes , Biomarcadores , Anemia de Células Falciformes/complicaciones , Humanos , Dolor Agudo/etiología , Dolor Agudo/diagnóstico
15.
Biosens Bioelectron ; 258: 116352, 2024 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-38718635

RESUMEN

The production of HbS - an abnormal hemoglobin (Hb) - in sickle cell disease (SCD) results in poorly deformable red blood cells (RBCs) that are prone to microcapillary occlusion, causing tissue ischemia and organ damage. Novel treatments, including gene therapy, may reduce SCD morbidity, but methods to functionally evaluate RBCs remain limited. Previously, we presented the microfluidic impedance red cell assay (MIRCA) for rapid assessment of RBC deformability, employing electrical impedance-based readout to measure RBC occlusion of progressively narrowing micropillar openings. We describe herein the design, development, validation, and clinical utility of the next-generation MIRCA assay, featuring enhanced portability, rapidity, and usability. It incorporates a miniaturized impedance analyzer and features a simplified wash-free operation that yields an occlusion index (OI) within 15 min as a new metric for RBC occlusion. We show a correlation between OI and percent fetal hemoglobin (%HbF), other laboratory biomarkers of RBC hemolysis, and SCD severity. To demonstrate the assay's versatility, we tested RBC samples from treatment-naïve SCD patients in Uganda that yielded OI levels similar to those from hydroxyurea (HU)-treated patients in the U.S., highlighting the role of %HbF in protecting against microcapillary occlusion independent of other pharmacological effects. The MIRCA assay could also identify a subset of HU-treated patients with high occlusion risks, suggesting that they may require treatment adjustments including a second-line therapy to improve their outcomes. This work demonstrates the potential of the MIRCA assay for accelerated evaluation of RBC health, function, and therapeutic effect in an ex vivo model of the microcapillary networks.


Asunto(s)
Anemia de Células Falciformes , Técnicas Biosensibles , Impedancia Eléctrica , Eritrocitos , Humanos , Anemia de Células Falciformes/sangre , Técnicas Biosensibles/instrumentación , Diseño de Equipo , Deformación Eritrocítica , Técnicas Analíticas Microfluídicas/instrumentación , Hemólisis , Dispositivos Laboratorio en un Chip
16.
Nat Biomed Eng ; 2024 Jun 17.
Artículo en Inglés | MEDLINE | ID: mdl-38886504

RESUMEN

Some gene polymorphisms can lead to monogenic diseases, whereas other polymorphisms may confer beneficial traits. A well-characterized example is congenital erythrocytosis-the non-pathogenic hyper-production of red blood cells-that is caused by a truncated erythropoietin receptor. Here we show that Cas9-mediated genome editing in CD34+ human haematopoietic stem and progenitor cells (HSPCs) can recreate the truncated form of the erythropoietin receptor, leading to substantial increases in erythropoietic output. We also show that combining the expression of the cDNA of a truncated erythropoietin receptor with a previously reported genome-editing strategy to fully replace the HBA1 gene with an HBB transgene in HSPCs (to restore normal haemoglobin production in cells with a ß-thalassaemia phenotype) gives the edited HSPCs and the healthy red blood cell phenotype a proliferative advantage. Combining knowledge of human genetics with precise genome editing to insert natural human variants into therapeutic cells may facilitate safer and more effective genome-editing therapies for patients with genetic diseases.

17.
Blood Adv ; 8(2): 276-286, 2024 01 23.
Artículo en Inglés | MEDLINE | ID: mdl-37976458

RESUMEN

ABSTRACT: We investigated the potential of the point of sickling (PoS; the pO2 tension at which red cells start to sickle), determined by oxygen gradient ektacytometry to serve as a biomarker associated with the incidence of acute sickle cell disease-related complications in 177 children and 50 adults. In the pediatric cohort, for every 10 mmHg increase in PoS reflecting a greater likelihood of sickling, the likelihood of an individual experiencing >1 type of acute complication increased; the adjusted odds ratio (aOR) was 1.65. For every 0.1 increase in minimum elongation index (EImin; reflecting improved red blood cell deformability at hypoxia), the aOR was 0.50. In the adult cohort, for every 10 mmHg increase in PoS, we found an aOR of 3.00, although this was not significant after correcting for multiple testing. There was a trend for an association between higher PoS and greater likelihood of vaso-occlusive episodes (VOEs; children aOR, 1.35; adults aOR, 2.22). In children, only EImin was associated with VOEs (aOR, 0.68). When data of both cohorts were pooled, significant associations with PoS and/or EImin were found for all acute complications, independently and when >1 type of acute complication was assessed. These findings indicate that oxygen gradient ektacytometry generates novel biomarkers and provides a rationale for further development of these biomarkers in the assessment of clinical severity, evaluation of novel therapies, and as surrogate clinical trial end points. These biomarkers may be useful in assessing efficacy of novel therapies like pyruvate kinase activators, voxelotor, and L-glutamine.


Asunto(s)
Anemia de Células Falciformes , Oxígeno , Adulto , Humanos , Niño , Oxígeno/metabolismo , Eritrocitos/metabolismo , Eritrocitos Anormales/metabolismo , Biomarcadores/metabolismo
18.
Am J Hematol ; 88(7): 571-6, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23606168

RESUMEN

The recently completed BABY HUG trial investigated the safety and efficacy of hydroxyurea in infants with sickle cell anemia (SCA). To investigate the effects of known genetic modifiers, genomic DNA on 190 randomized subjects were analyzed for alpha thalassemia, beta-globin haplotype, polymorphisms affecting endogenous fetal hemoglobin (HbF) levels (XmnI, BCL11A, and HBS1L-MYB), UGT1A1 promoter polymorphisms, and the common G6PD A(-) mutation. At study entry, infants with alpha thalassemia trait had significantly lower mean corpuscular volume, total bilirubin, and absolute reticulocyte count. Beta-globin haplotypes associated with milder disease had significantly higher hemoglobin and %HbF. BCL11A and XmnI polymorphisms had significant effects on baseline HbF, while UGT1A1 promoter polymorphisms significantly influenced baseline serum bilirubin. At study exit, subjects randomized to placebo still exhibited laboratory effects of alpha thalassemia and other modifiers, while those assigned hydroxyurea had treatment effects that exceeded most genetic influences. The pain phenotype was influenced by HbF modifiers in both treatment groups. These data document that genetic polymorphisms do modify laboratory and clinical phenotypes even in very young patients with SCA. The hydroxyurea effects are more potent, however, indicating that treatment criteria should not be limited to certain genetic subsets, and supporting the use of hydroxyurea for all young patients with SCA.


Asunto(s)
Anemia de Células Falciformes/tratamiento farmacológico , Anemia de Células Falciformes/genética , Antidrepanocíticos/uso terapéutico , Hidroxiurea/uso terapéutico , Polimorfismo Genético , Anemia de Células Falciformes/sangre , Anemia de Células Falciformes/patología , Bilirrubina/sangre , Proteínas Portadoras/sangre , Proteínas Portadoras/genética , Preescolar , Desoxirribonucleasas de Localización Especificada Tipo II/genética , Femenino , Hemoglobina Fetal/genética , Hemoglobina Fetal/metabolismo , Glucosafosfato Deshidrogenasa/sangre , Glucosafosfato Deshidrogenasa/genética , Glucuronosiltransferasa/sangre , Glucuronosiltransferasa/genética , Haplotipos , Humanos , Lactante , Masculino , Proteínas Nucleares/sangre , Proteínas Nucleares/genética , Proteínas Oncogénicas v-myb/sangre , Proteínas Oncogénicas v-myb/genética , Regiones Promotoras Genéticas , Proteínas Represoras , Talasemia alfa , Globinas beta/genética , Globinas beta/metabolismo
19.
Pediatr Blood Cancer ; 60(9): 1499-502, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23625812

RESUMEN

BACKGROUND: Chronic transfusions help prevent primary stroke in children with sickle cell anemia (SCA) and abnormal transcranial Doppler (TCD) velocities. However, the effects of transfusions on TCD velocities and brain MRI/MRA findings are incompletely described. PROCEDURE: We reviewed TCD and brain MRI/MRA results in 27 children with SCA and abnormal TCD velocities receiving transfusions to prevent primary stroke. All TCDs were performed by a single examiner, immediately prior to a scheduled transfusion. We also examined the effects of laboratory and clinical parameters on TCD responses to transfusion therapy. RESULTS: For the whole cohort, the average pre-transfusion HbS on transfusions was 31.7 ± 12.3%. The most significant decline in TCD velocities occurred within 10 months of starting transfusions. Follow-up TCD values trended upward with increasing pre-transfusion %HbS levels while on treatment. Half of the children had persistent conditional/abnormal TCD velocities despite transfusions and 28% had new/progressive stenosis on MRA, but none had primary stroke during 73 patient-years of follow-up. CONCLUSIONS: For children with SCA and abnormal TCD velocities, transfusions lower TCD velocities and help prevent stroke, but do not always result in normal velocities or protect against progression of cerebral vasculopathy. Improved adherence to transfusion goals may improve on-treatment TCD velocities.


Asunto(s)
Anemia de Células Falciformes , Circulación Cerebrovascular , Transfusión de Eritrocitos , Angiografía por Resonancia Magnética , Accidente Cerebrovascular , Ultrasonografía Doppler Transcraneal , Anemia de Células Falciformes/complicaciones , Anemia de Células Falciformes/diagnóstico por imagen , Anemia de Células Falciformes/fisiopatología , Anemia de Células Falciformes/terapia , Velocidad del Flujo Sanguíneo , Niño , Preescolar , Femenino , Estudios de Seguimiento , Humanos , Masculino , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/fisiopatología , Accidente Cerebrovascular/prevención & control
20.
Nat Commun ; 14(1): 5022, 2023 08 18.
Artículo en Inglés | MEDLINE | ID: mdl-37596311

RESUMEN

While microscopy-based cellular assays, including microfluidics, have significantly advanced over the last several decades, there has not been concurrent development of widely-accessible techniques to analyze time-dependent microscopy data incorporating phenomena such as fluid flow and dynamic cell adhesion. As such, experimentalists typically rely on error-prone and time-consuming manual analysis, resulting in lost resolution and missed opportunities for innovative metrics. We present a user-adaptable toolkit packaged into the open-source, standalone Interactive Cellular assay Labeled Observation and Tracking Software (iCLOTS). We benchmark cell adhesion, single-cell tracking, velocity profile, and multiscale microfluidic-centric applications with blood samples, the prototypical biofluid specimen. Moreover, machine learning algorithms characterize previously imperceptible data groupings from numerical outputs. Free to download/use, iCLOTS addresses a need for a field stymied by a lack of analytical tools for innovative, physiologically-relevant assays of any design, democratizing use of well-validated algorithms for all end-user biomedical researchers who would benefit from advanced computational methods.


Asunto(s)
Inteligencia Artificial , Microfluídica , Microscopía , Programas Informáticos , Células Sanguíneas
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA