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1.
Nucleic Acids Res ; 51(11): e61, 2023 06 23.
Artículo en Inglés | MEDLINE | ID: mdl-37014016

RESUMEN

Deep parallel sequencing (NGS) is a viable tool for monitoring scFv and Fab library dynamics in many antibody engineering high-throughput screening efforts. Although very useful, the commonly used Illumina NGS platform cannot handle the entire sequence of scFv or Fab in a single read, usually focusing on specific CDRs or resorting to sequencing VH and VL variable domains separately, thus limiting its utility in comprehensive monitoring of selection dynamics. Here we present a simple and robust method for deep sequencing repertoires of full length scFv, Fab and Fv antibody sequences. This process utilizes standard molecular procedures and unique molecular identifiers (UMI) to pair separately sequenced VH and VL. We show that UMI assisted VH-VL matching allows for a comprehensive and highly accurate mapping of full length Fv clonal dynamics in large highly homologous antibody libraries, as well as identification of rare variants. In addition to its utility in synthetic antibody discovery processes, our method can be instrumental in generating large datasets for machine learning (ML) applications, which in the field of antibody engineering has been hampered by conspicuous paucity of large scale full length Fv data.


Asunto(s)
Biblioteca de Genes , Anticuerpos de Cadena Única , Cadenas Pesadas de Inmunoglobulina/genética , Anticuerpos de Cadena Única/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Aprendizaje Automático
2.
Nat Med ; 26(10): 1609-1615, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32747830

RESUMEN

Understanding the pathophysiology of SARS-CoV-2 infection is critical for therapeutic and public health strategies. Viral-host interactions can guide discovery of disease regulators, and protein structure function analysis points to several immune pathways, including complement and coagulation, as targets of coronaviruses. To determine whether conditions associated with dysregulated complement or coagulation systems impact disease, we performed a retrospective observational study and found that history of macular degeneration (a proxy for complement-activation disorders) and history of coagulation disorders (thrombocytopenia, thrombosis and hemorrhage) are risk factors for SARS-CoV-2-associated morbidity and mortality-effects that are independent of age, sex or history of smoking. Transcriptional profiling of nasopharyngeal swabs demonstrated that in addition to type-I interferon and interleukin-6-dependent inflammatory responses, infection results in robust engagement of the complement and coagulation pathways. Finally, in a candidate-driven genetic association study of severe SARS-CoV-2 disease, we identified putative complement and coagulation-associated loci including missense, eQTL and sQTL variants of critical complement and coagulation regulators. In addition to providing evidence that complement function modulates SARS-CoV-2 infection outcome, the data point to putative transcriptional genetic markers of susceptibility. The results highlight the value of using a multimodal analytical approach to reveal determinants and predictors of immunity, susceptibility and clinical outcome associated with infection.


Asunto(s)
Activación de Complemento/inmunología , Infecciones por Coronavirus/mortalidad , Hemorragia/epidemiología , Degeneración Macular/epidemiología , Neumonía Viral/mortalidad , Trombocitopenia/epidemiología , Trombosis/epidemiología , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Betacoronavirus , Coagulación Sanguínea/genética , Trastornos de la Coagulación Sanguínea/epidemiología , COVID-19 , Activación de Complemento/genética , Infecciones por Coronavirus/sangre , Infecciones por Coronavirus/genética , Infecciones por Coronavirus/inmunología , Diabetes Mellitus Tipo 2/epidemiología , Femenino , Expresión Génica , Hemorragia/sangre , Hemorragia/inmunología , Enfermedades por Deficiencia de Complemento Hereditario/epidemiología , Enfermedades por Deficiencia de Complemento Hereditario/inmunología , Humanos , Hipertensión/epidemiología , Intubación Intratraqueal , Masculino , Persona de Mediana Edad , Ciudad de Nueva York/epidemiología , Obesidad/epidemiología , Pandemias , Neumonía Viral/sangre , Neumonía Viral/genética , Neumonía Viral/inmunología , Modelos de Riesgos Proporcionales , Respiración Artificial , Estudios Retrospectivos , Factores de Riesgo , SARS-CoV-2 , Índice de Severidad de la Enfermedad , Factores Sexuales , Trombocitopenia/sangre , Trombosis/sangre
3.
medRxiv ; 2020 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-32511494

RESUMEN

Understanding the pathophysiology of SARS-CoV-2 infection is critical for therapeutics and public health intervention strategies. Viral-host interactions can guide discovery of regulators of disease outcomes, and protein structure function analysis points to several immune pathways, including complement and coagulation, as targets of the coronavirus proteome. To determine if conditions associated with dysregulation of the complement or coagulation systems impact adverse clinical outcomes, we performed a retrospective observational study of 11,116 patients who presented with suspected SARS-CoV-2 infection. We found that history of macular degeneration (a proxy for complement activation disorders) and history of coagulation disorders (thrombocytopenia, thrombosis, and hemorrhage) are risk factors for morbidity and mortality in SARS-CoV-2 infected patients - effects that could not be explained by age, sex, or history of smoking. Further, transcriptional profiling of nasopharyngeal (NP) swabs from 650 control and SARS-CoV-2 infected patients demonstrated that in addition to innate Type-I interferon and IL-6 dependent inflammatory immune responses, infection results in robust engagement and activation of the complement and coagulation pathways. Finally, we conducted a candidate driven genetic association study of severe SARS-CoV-2 disease. Among the findings, our scan identified putative complement and coagulation associated loci including missense, eQTL and sQTL variants of critical regulators of the complement and coagulation cascades. In addition to providing evidence that complement function modulates SARS-CoV-2 infection outcome, the data point to putative transcriptional genetic markers of susceptibility. The results highlight the value of using a multi-modal analytical approach, combining molecular information from virus protein structure-function analysis with clinical informatics, transcriptomics, and genomics to reveal determinants and predictors of immunity, susceptibility, and clinical outcome associated with infection.

4.
Front Genet ; 10: 574, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31316544

RESUMEN

Major challenges to identifying genes that contribute to autism spectrum disorder (ASD) risk include the availability of large ASD cohorts, the contribution of many genes overall, and small effect sizes attributable to common gene variants. An alternative approach is to use a model organism to detect alleles that impact ASD-relevant behaviors and ask whether homologous human genes infer ASD risk. Here we utilized the Drosophila genetic reference panel (DGRP) as a tool to probe for perturbation in naturally occurring behaviors in Drosophila melanogaster that are analogous to three behavior domains: impaired social communication, social reciprocity and repetitive behaviors or restricted interests. Using 40 of the available DGRP lines, we identified single nucleotide polymorphisms (SNPs) in or near genes controlling these behavior domains, including ASD gene orthologs (neurexin 4 and neuroligin 2), an intellectual disability (ID) gene homolog (kirre), and a gene encoding a heparan sulfate (HS) modifying enzyme called sulfateless (sfl). SNPs in sfl were associated with all three ASD-like behaviors. Using RNAi knock-down of neuronal sfl expression, we observed significant changes in expressive and receptive communication during mating, decreased grooming behavior, and increased social spacing. These results suggest a role for HS proteoglycan synthesis and/or modification in normal social communication, repetitive behavior, and social interaction in flies. Finally, using the DGRP to directly identify genetic effects relevant to a neuropsychiatric disorder further demonstrates the utility of the Drosophila system in the discovery of genes relevant to human disease.

5.
Mitochondrion ; 19 Pt B: 261-8, 2014 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24632469

RESUMEN

The alternative oxidase (AOX) is a non-protonmotive ubiquinol oxidase that is found in mitochondria of all higher plants studied to date. Structural and functional characterisation of this important but enigmatic plant diiron protein has been hampered by an inability to obtain sufficient native protein from plant sources. In the present study recombinant SgAOX (rSgAOX), overexpressed in a ΔhemA-deficient Escherichia coli strain (FN102), was solubilized from E. coli membranes and purified to homogeneity in a stable and highly active form. The kinetics of ubiquinol-1 oxidation by purified rSgAOX showed typical Michaelis-Menten kinetics (K(m) of 332 µM and Vmax of 30 µmol(-1) min(-1) mg(-1)), a turnover number 20 µmol s(-1) and a remarkable stability. The enzyme was potently inhibited not only by conventional inhibitors such as SHAM and n-propyl gallate but also by the potent TAO inhibitors ascofuranone, an ascofuranone-derivative colletochlorin B and the cytochrome bc1 inhibitor ascochlorin. Circular dichroism studies revealed that AOX was approximately 50% α-helical and furthermore such studies revealed that rSgAOX and rTAO partially retained the helical absorbance signal even at 90 °C (58% and 64% respectively) indicating a high conformational stability. It is anticipated that highly purified and active AOX and its mutants will facilitate investigations into the structure and reaction mechanisms of AOXs through the provision of large amounts of purified protein for crystallography and contribute to further progress of the study on this important plant terminal oxidase.


Asunto(s)
Araceae/enzimología , Proteínas Mitocondriales/metabolismo , Oxidorreductasas/metabolismo , Proteínas de Plantas/metabolismo , Araceae/genética , Dicroismo Circular , Clonación Molecular , Inhibidores Enzimáticos/análisis , Estabilidad de Enzimas , Escherichia coli/genética , Escherichia coli/metabolismo , Expresión Génica , Calor , Cinética , Proteínas Mitocondriales/química , Proteínas Mitocondriales/genética , Proteínas Mitocondriales/aislamiento & purificación , Oxidación-Reducción , Oxidorreductasas/química , Oxidorreductasas/genética , Oxidorreductasas/aislamiento & purificación , Proteínas de Plantas/química , Proteínas de Plantas/genética , Proteínas de Plantas/aislamiento & purificación , Conformación Proteica , Estabilidad Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/aislamiento & purificación , Proteínas Recombinantes/metabolismo , Ubiquinona/análogos & derivados , Ubiquinona/metabolismo
6.
J Vasc Interv Radiol ; 18(5): 629-32, 2007 May.
Artículo en Inglés | MEDLINE | ID: mdl-17494844

RESUMEN

PURPOSE: To retrospectively evaluate the efficacy and complications of endobronchial stent placement for the management of airway complications following lung transplant. MATERIALS AND METHODS: From 1992 to 2003, tracheobronchial stenting was performed on 25 lung transplant recipients (16 male and 9 female; mean age 51.6 years; range 21-65 years). A total of 27 lesions were treated and 27 stents were deployed (nine bronchomalacia, 12 bronchial stenosis, three bronchial stenosis and bronchomalacia both and three anastomotic dehiscence). The clinical and bronchoscopic follow-up ranged from 1 month to 69 months. RESULTS: The technical success was 100%. Eighty-four percent of patients had immediate relief in dyspnea. The overall complication rate following stent placement was 0.049 per patient per month (23 complications/471 patient months). Stent migration and granulation tissue formation were the most frequent complications. The mean percentage change in FEV-1 was significantly greater than zero at 1 month and 6 months (P<.05) post-stent placement. The mean percentage change in FEV-1 was marginally greater than zero at 12 months (P=.07).The mean percentage change in FVC was marginally greater than zero at 1 month and 6 months (P=.08) post-stent. It was not significantly greater than zero at 12 months (P=1.00). CONCLUSION: Tracheobronchial stent placement provides effective palliation of postoperative airway complications in lung transplant with morbidity that can be managed effectively by available treatment options. Airway stenting may be used as a primary management option for airway complications after lung transplantation as a large number of patients are not suitable candidates for repeat surgery.


Asunto(s)
Enfermedades Bronquiales/terapia , Trasplante de Pulmón/efectos adversos , Implantación de Prótesis , Stents , Adulto , Anciano , Enfermedades Bronquiales/etiología , Broncoscopía , Femenino , Humanos , Inhalación , Masculino , Persona de Mediana Edad , Implantación de Prótesis/efectos adversos , Estudios Retrospectivos , Dehiscencia de la Herida Operatoria/etiología , Dehiscencia de la Herida Operatoria/terapia , Resultado del Tratamiento
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