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1.
Cell ; 187(13): 3249-3261.e14, 2024 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-38781968

RESUMEN

Thermostable clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated (Cas9) enzymes could improve genome-editing efficiency and delivery due to extended protein lifetimes. However, initial experimentation demonstrated Geobacillus stearothermophilus Cas9 (GeoCas9) to be virtually inactive when used in cultured human cells. Laboratory-evolved variants of GeoCas9 overcome this natural limitation by acquiring mutations in the wedge (WED) domain that produce >100-fold-higher genome-editing levels. Cryoelectron microscopy (cryo-EM) structures of the wild-type and improved GeoCas9 (iGeoCas9) enzymes reveal extended contacts between the WED domain of iGeoCas9 and DNA substrates. Biochemical analysis shows that iGeoCas9 accelerates DNA unwinding to capture substrates under the magnesium-restricted conditions typical of mammalian but not bacterial cells. These findings enabled rational engineering of other Cas9 orthologs to enhance genome-editing levels, pointing to a general strategy for editing enzyme improvement. Together, these results uncover a new role for the Cas9 WED domain in DNA unwinding and demonstrate how accelerated target unwinding dramatically improves Cas9-induced genome-editing activity.


Asunto(s)
Proteína 9 Asociada a CRISPR , Sistemas CRISPR-Cas , Microscopía por Crioelectrón , ADN , Edición Génica , Humanos , Proteínas Bacterianas/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/química , Proteína 9 Asociada a CRISPR/metabolismo , Proteína 9 Asociada a CRISPR/genética , Sistemas CRISPR-Cas/genética , ADN/metabolismo , ADN/genética , Edición Génica/métodos , Geobacillus stearothermophilus/genética , Geobacillus stearothermophilus/metabolismo , Células HEK293 , Dominios Proteicos , Genoma Humano , Modelos Moleculares , Estructura Terciaria de Proteína , Conformación de Ácido Nucleico , Biocatálisis , Magnesio/química , Magnesio/metabolismo
2.
Nucleic Acids Res ; 52(D1): D590-D596, 2024 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-37889041

RESUMEN

CRISPR-Cas enzymes enable RNA-guided bacterial immunity and are widely used for biotechnological applications including genome editing. In particular, the Class 2 CRISPR-associated enzymes (Cas9, Cas12 and Cas13 families), have been deployed for numerous research, clinical and agricultural applications. However, the immense genetic and biochemical diversity of these proteins in the public domain poses a barrier for researchers seeking to leverage their activities. We present CasPEDIA (http://caspedia.org), the Cas Protein Effector Database of Information and Assessment, a curated encyclopedia that integrates enzymatic classification for hundreds of different Cas enzymes across 27 phylogenetic groups spanning the Cas9, Cas12 and Cas13 families, as well as evolutionarily related IscB and TnpB proteins. All enzymes in CasPEDIA were annotated with a standard workflow based on their primary nuclease activity, target requirements and guide-RNA design constraints. Our functional classification scheme, CasID, is described alongside current phylogenetic classification, allowing users to search related orthologs by enzymatic function and sequence similarity. CasPEDIA is a comprehensive data portal that summarizes and contextualizes enzymatic properties of widely used Cas enzymes, equipping users with valuable resources to foster biotechnological development. CasPEDIA complements phylogenetic Cas nomenclature and enables researchers to leverage the multi-faceted nucleic-acid targeting rules of diverse Class 2 Cas enzymes.


Asunto(s)
Proteínas Asociadas a CRISPR , Sistemas CRISPR-Cas , Bases de Datos Genéticas , Endodesoxirribonucleasas , Sistemas CRISPR-Cas/genética , Filogenia , Proteínas Asociadas a CRISPR/química , Proteínas Asociadas a CRISPR/clasificación , Proteínas Asociadas a CRISPR/genética , Endodesoxirribonucleasas/química , Endodesoxirribonucleasas/clasificación , Endodesoxirribonucleasas/genética , Enciclopedias como Asunto
3.
Nucleic Acids Res ; 50(19): 10857-10868, 2022 10 28.
Artículo en Inglés | MEDLINE | ID: mdl-36243986

RESUMEN

ADARs (adenosine deaminases acting on RNA) can be directed to sites in the transcriptome by complementary guide strands allowing for the correction of disease-causing mutations at the RNA level. However, ADARs show bias against editing adenosines with a guanosine 5' nearest neighbor (5'-GA sites), limiting the scope of this approach. Earlier studies suggested this effect arises from a clash in the RNA minor groove involving the 2-amino group of the guanosine adjacent to an editing site. Here we show that nucleosides capable of pairing with guanosine in a syn conformation enhance editing for 5'-GA sites. We describe the crystal structure of a fragment of human ADAR2 bound to RNA bearing a G:G pair adjacent to an editing site. The two guanosines form a Gsyn:Ganti pair solving the steric problem by flipping the 2-amino group of the guanosine adjacent to the editing site into the major groove. Also, duplexes with 2'-deoxyadenosine and 3-deaza-2'-deoxyadenosine displayed increased editing efficiency, suggesting the formation of a Gsyn:AH+anti pair. This was supported by X-ray crystallography of an ADAR complex with RNA bearing a G:3-deaza dA pair. This study shows how non-Watson-Crick pairing in duplex RNA can facilitate ADAR editing enabling the design of next generation guide strands for therapeutic RNA editing.


Asunto(s)
Guanosina , Proteínas de Unión al ARN , Humanos , Guanosina/química , Proteínas de Unión al ARN/metabolismo , Adenosina Desaminasa/metabolismo , Edición de ARN , ARN/química , Conformación de Ácido Nucleico
4.
Pediatr Hematol Oncol ; 41(4): 260-272, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38131101

RESUMEN

While matched related donor (MRD) allogeneic hematopoietic stem cell transplantation (HSCT) is a curative option for transfusion-dependent beta-thalassemia (TDT), the use of alternative sources has increased, resulting in the exploration of novel transplant-conditioning regimens to reduce the contribution of graft-versus-host disease (GVHD) and graft failure (GF) to transplant-related morbidity and mortality. Alemtuzumab is a CD52 monoclonal antibody that has been successfully incorporated into myeloablative conditioning regimens for other hematologic conditions, yet there have been limited studies regarding the use of alemtuzumab in HSCT for TDT. The purpose of this study was to evaluate engraftment, incidence of GVHD, and transplant related morbidity and mortality in patients with TDT who received alemtuzumab in addition to standard busulfan-based conditioning. The primary endpoint was severe GVHD-free, event-free survival (GEFS). Our cohort included 24 patients with a median age of 6.8 years (range 1.5-14.9). Eleven patients received a 10/10 MRD HSCT, eleven 10/10 unrelated donor (UD), and two mismatched UD. All patients achieved primary engraftment. For all patients, 5-year GEFS was 77.4% and 5-year overall survival (OS) was 91%. The 5-year cumulative incidence of GF (attributed to poor graft function) without loss of donor chimerism was 13.8% (95% CI: 4.5, 35.3). We report low rates of significant acute GVHD grade II-IV (12.5%) and chronic GVHD (4.4%). Younger age and MRD were associated with significantly improved GEFS, OS and EFS. Our results show that the use of alemtuzumab promotes stable engraftment, may reduce rates of severe GVHD, and results in acceptable GEFS, OS, and EFS.


Asunto(s)
Enfermedad Injerto contra Huésped , Trasplante de Células Madre Hematopoyéticas , Talasemia beta , Humanos , Lactante , Preescolar , Niño , Adolescente , Alemtuzumab/uso terapéutico , Talasemia beta/terapia , Talasemia beta/complicaciones , Trasplante Homólogo , Trasplante de Células Madre Hematopoyéticas/métodos , Enfermedad Injerto contra Huésped/etiología , Enfermedad Injerto contra Huésped/prevención & control , Acondicionamiento Pretrasplante/métodos , Estudios Retrospectivos
5.
Haematologica ; 108(4): 1039-1052, 2023 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35899386

RESUMEN

The outcome of patients with acute myeloid leukemia remains poor, and immunotherapy has the potential to improve this. T cells expressing chimeric antigen receptors or bispecific T-cell engagers targeting CD123 are actively being explored in preclinical and/or early phase clinical studies. We have shown that T cells expressing CD123-specific bispecific T-cell engagers (CD123.ENG T cells) have anti-acute myeloid leukemia activity. However, like chimeric antigen receptor T cells, their effector function diminishes rapidly once they are repeatedly exposed to antigen-positive target cells. Here we sought to improve the effector function of CD123.ENG T cells by expressing inducible co-stimulatory molecules consisting of MyD88 and CD40 (iMC), MyD88 (iM), or CD40 (iC), which are activated by a chemical inducer of dimerization. CD123.ENG T cells expressing iMC, iM, or iC maintained their antigen specificity in the presence of a chemical inducer of dimerization, as judged by cytokine production (interferon-γ, interleukin-2) and their cytolytic activity. In repeat stimulation assays, activating iMC and iM, in contrast to iC, enabled CD123.ENG T cells to secrete cytokines, expand, and kill CD123-positive target cells repeatedly. Activating iMC in CD123.ENG T cells consistently improved antitumor activity in an acute myeloid leukemia xenograft model. This translated into a significant survival advantage in comparison to that of mice that received CD123.ENG or CD123.ENG.iC T cells. In contrast, activation of only iM in CD123.ENG T cells resulted in donor-dependent antitumor activity. Our work highlights the need for both toll-like receptor pathway activation via MyD88 and provision of co-stimulation via CD40 to consistently enhance the antitumor activity of CD123.ENG T cells.


Asunto(s)
Leucemia Mieloide Aguda , Linfocitos T , Animales , Humanos , Ratones , Línea Celular Tumoral , Subunidad alfa del Receptor de Interleucina-3/metabolismo , Leucemia Mieloide Aguda/metabolismo , Factor 88 de Diferenciación Mieloide/genética , Factor 88 de Diferenciación Mieloide/metabolismo , Linfocitos T/metabolismo , Antígenos CD40/metabolismo
6.
Nucleic Acids Res ; 49(7): 4020-4036, 2021 04 19.
Artículo en Inglés | MEDLINE | ID: mdl-33721028

RESUMEN

The hydrolytic deamination of adenosine-to-inosine (A-to-I) by RNA editing is a widespread post-transcriptional modification catalyzed by the adenosine deaminase acting on RNA (ADAR) family of proteins. ADAR-mediated RNA editing modulates cellular pathways involved in innate immunity, RNA splicing, RNA interference, and protein recoding, and has been investigated as a strategy for therapeutic intervention of genetic disorders. Despite advances in basic and translational research, the mechanisms regulating RNA editing are poorly understood. Though several trans-acting regulators of editing have been shown to modulate ADAR protein expression, previous studies have not identified factors that modulate ADAR catalytic activity. Here, we show that RNA editing increases upon intracellular acidification, and that these effects are predominantly explained by both enhanced ADAR base-flipping and deamination rate at acidic pH. We also show that the extent of RNA editing increases with the reduction in pH associated with conditions of cellular hypoxia.


Asunto(s)
Adenosina Desaminasa/metabolismo , Edición de ARN , ARN/metabolismo , Animales , Hipoxia de la Célula , Células HEK293 , Células HeLa , Humanos , Concentración de Iones de Hidrógeno , Ratones , Ratas
7.
J Am Chem Soc ; 143(18): 6865-6876, 2021 05 12.
Artículo en Inglés | MEDLINE | ID: mdl-33939417

RESUMEN

Adenosine Deaminases Acting on RNA (ADARs) convert adenosine to inosine in double stranded RNA. Human ADARs can be directed to predetermined target sites in the transcriptome by complementary guide strands, allowing for the correction of disease-causing mutations at the RNA level. Here we use structural information available for ADAR2-RNA complexes to guide the design of nucleoside analogs for the position in the guide strand that contacts a conserved glutamic acid residue in ADARs (E488 in human ADAR2), which flips the adenosine into the ADAR active site for deamination. Mutating this residue to glutamine (E488Q) results in higher activity because of the hydrogen bond donating ability of Q488 to N3 of the orphan cytidine on the guide strand. We describe the evaluation of cytidine analogs for this position that stabilize an activated conformation of the enzyme-RNA complex and increase catalytic rate for deamination by the wild-type enzyme. A new crystal structure of ADAR2 bound to duplex RNA bearing a cytidine analog revealed a close contact between E488, stabilized by an additional hydrogen bond and altered charge distribution when compared to cytidine. In human cells and mouse primary liver fibroblasts, this single nucleotide modification increased directed editing yields when compared to an otherwise identical guide oligonucleotide. Our results show that modification of the guide RNA can mimic the effect of hyperactive mutants and advance the approach of recruiting endogenous ADARs for site-directed RNA editing.


Asunto(s)
Citidina/química , ARN Guía de Kinetoplastida/química , Humanos , Modelos Moleculares , Edición de ARN
8.
Biomacromolecules ; 22(7): 3060-3068, 2021 07 12.
Artículo en Inglés | MEDLINE | ID: mdl-34110127

RESUMEN

Heating bleached kraft pulps treated with poly(ethylene-alt-maleic acid) (PEMAc) can lead to high yields of carboxylated polymer grafted to fibers. However, in many cases, the cured, dry pulp cannot be effectively repulped (redispersed in water) because the wet strength is too high. Impregnation with PEMAc solutions at pH 4 followed by high temperature (120-180 °C), catalyst-free curing for short times can give fixation yields >85% while maintaining repulpability. The combination of high fixation yields with low wet strength is possible because the extent of curing required for high grafting yields is less than the curing requirement for high wet strength. Two challenges in moving this technology to practicable applications are (1) identifying the optimum laboratory pulp curing conditions and (2) translating laboratory curing conditions to industrial processes. A modeling tool was developed to meet these challenges. The model is based on the observation that for curing conditions giving high fixation yields the wet tensile indices of grafted pulp sheets showed a power-law dependence on the ßΓ product where ß is the conversion of the succinic acid moieties in PEMAc to the corresponding succinic anhydride groups in the curing step and Γ is the amount of polymer applied to the pulp. For two PEMAc molecular weights and two pulp types, the power-law slopes were 0.6; however, the pre-exponential terms depended upon the specific polymer and pulp type combination. We propose that the relationships between the wet tensile index and ßΓ, from polymer-treated, laboratory pulp handsheets, can be used to predict if proposed curing conditions for larger-scale processes will produce a repulpable product.


Asunto(s)
Polietileno , Madera , Etilenos , Maleatos
9.
Pediatr Hematol Oncol ; 38(8): 695-706, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34032552

RESUMEN

An understanding of the behavior of SARS-CoV-2 in pediatric hematology-oncology patients is essential to the optimal management of these patients during the COVID-19 pandemic. This study describes the characteristics and outcomes of COVID-19 disease in children with cancer or hematologic disorders treated at a large children's hospital. A retrospective cohort study was conducted at Texas Children's Cancer and Hematology Center from January 1, 2020 to September 30, 2020. All patients with a primary hematology-oncology diagnosis and SARS-CoV-2 positivity by reverse transcription polymerase chain reaction were identified. Clinical and laboratory data were obtained from the medical record. Descriptive analyses were performed to evaluate COVID-19-related outcomes and risk factors for severe disease in this population. We identified 109 patients with COVID-19 disease, including 52 hematology, 51 oncology, and 6 HSCT patients; median age was 10.3 years (IQR 4.4-15.9), and 58.7% were male. Seventy-four percent of the patients were managed in the outpatient setting. Patients with sickle cell disease were more likely to require hospitalization. ICU care was needed in 8% (n = 9) of the entire cohort, and mechanical ventilation was required in 6.4% (6 oncology patients, 1 hematology patient). COVID-19 contributed to the deaths of two cancer patients. No deaths occurred in hematology or HSCT patients. In conclusion, the risk of severe COVID-19 complications is slightly higher in pediatric hematology-oncology patients than in the general pediatric population but lower than initially feared. For most asymptomatic patients, primary disease management may continue as planned, but treatment decisions must be individualized.


Asunto(s)
COVID-19 , Enfermedades Hematológicas , Neoplasias , COVID-19/complicaciones , Niño , Enfermedades Hematológicas/epidemiología , Humanos , Masculino , Neoplasias/epidemiología , Pandemias , Estudios Retrospectivos , Texas/epidemiología
10.
J Pediatr Hematol Oncol ; 41(2): e90-e93, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30303870

RESUMEN

We report the case of a 3-year-old girl diagnosed with acute megakaryoblastic leukemia, who presented after >1 year of bilateral leg pain. At times the pain was severe enough to prevent ambulation, prompting visits to her primary care provider. However, it was not until acute respiratory failure occurred with subsequent hospitalization in the pediatric intensive care unit that severe anemia and thrombocytopenia were discovered and the diagnosis of acute myeloid leukemia was made. Bilateral lower extremity swelling was noted on admission and radiographs showed diffusely abnormal appearance of the long bones of her lower extremities with periosteal reaction and echogenic debris in the subperiosteal space, thought to represent leukemic cells. This case highlights the importance of recognizing atypical signs and symptoms of myelodysplastic syndrome progressing to acute leukemia in the context of abnormal bone pain and radiographic changes.


Asunto(s)
Neoplasias Óseas , Leucemia Megacarioblástica Aguda , Periostio , Neoplasias Óseas/diagnóstico por imagen , Neoplasias Óseas/metabolismo , Neoplasias Óseas/patología , Preescolar , Femenino , Humanos , Leucemia Megacarioblástica Aguda/diagnóstico por imagen , Leucemia Megacarioblástica Aguda/metabolismo , Leucemia Megacarioblástica Aguda/patología , Extremidad Inferior , Periostio/diagnóstico por imagen , Periostio/metabolismo , Periostio/patología
11.
Soc Sci Res ; 81: 12-22, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31130191

RESUMEN

Within a large field of family violence research, a slowly growing body of literature has examined community-level variables to explain variation in violence. Studies investigating the role of ecological factors have largely been informed by social disorganization theory. This represents considerable progress, but the community context also includes many ecological factors yet to be considered by studies examining family violence, and as such, successful neighborhood interventions have been limited. Furthermore, few community-level studies have explored whether serious family violence is geographically clustered. The current study used police calls for service data to examine how the health context of a community is associated with family violence. Accounting for spatial dependence, a higher prevalence of self-reported mental illness in a neighborhood related to family violence, although a higher prevalence of physical health difficulties was negatively associated with family violence. These results carry implications that can inform community-based efforts, particularly in economically disadvantaged neighborhood, aimed at reducing family violence.


Asunto(s)
Anomia (Social) , Violencia Doméstica/psicología , Violencia Doméstica/estadística & datos numéricos , Composición Familiar , Características de la Residencia/estadística & datos numéricos , Apoyo Social , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estados Unidos , Adulto Joven
13.
Rheumatology (Oxford) ; 56(10): 1648-1661, 2017 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-28013196

RESUMEN

HIV is a global pandemic. However, anti-retroviral therapy has transformed the prognosis and, providing compliance is good, a normal life expectancy can be anticipated. This has led to increasing numbers of people with chronic prevalent, treated infection living to older ages. Musculoskeletal pain is commonly reported by HIV patients and, with resumption of near-normal immune function, HIV-infected patients develop inflammatory rheumatic diseases that require assessment and management in rheumatology clinics. Moreover, it is becoming apparent that avascular necrosis and osteoporosis are common comorbidities of HIV. This review will contextualize the prevalence of musculoskeletal symptoms in HIV, informed by data from a UK-based clinic, and will discuss the management of active inflammatory rheumatic diseases among HIV-infected patients taking anti-retroviral therapy, highlighting known drug interactions.


Asunto(s)
Antirretrovirales/efectos adversos , Antirreumáticos/efectos adversos , Infecciones por VIH/complicaciones , Enfermedades Musculoesqueléticas/virología , Enfermedades Reumáticas/virología , Manejo de la Enfermedad , Interacciones Farmacológicas , Infecciones por VIH/tratamiento farmacológico , Humanos , Enfermedades Musculoesqueléticas/diagnóstico , Enfermedades Musculoesqueléticas/tratamiento farmacológico , Enfermedades Reumáticas/diagnóstico , Enfermedades Reumáticas/tratamiento farmacológico , Evaluación de Síntomas
15.
Transplant Cell Ther ; 30(2): 217-227, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37931800

RESUMEN

Blinatumomab, a bispecific T cell engager that binds CD19 in leukemic cells and CD3 in cytotoxic T cells and leads to leukemic blast lysis, is often used in pediatric patients with relapsed/refractory (R/R) B cell acute lymphoblastic leukemia (B-ALL) prior to allogeneic hematopoietic cell transplantation (allo-HCT). Concerns about the potential risk of blinatumomab-related immune-mediated toxicities after allo-HCT have not been adequately addressed. These include graft-versus-host disease (GVHD), delayed engraftment, and graft failure or rejection. Pediatric-specific data reporting post-HCT outcomes of patients treated with blinatumomab are scarce and limited to small cohorts. We sought to investigate the clinical outcomes of pediatric patients with R/R B-ALL who received blinatumomab therapy pre-HCT, focusing on overall survival (OS), leukemia-free survival (LFS), cumulative incidence of relapse (CIR), and nonrelapse mortality (NRM), as well as the incidence of immune-mediated post-HCT complications including GVHD, delayed neutrophil or platelet engraftment, graft failure, and graft rejection. We also investigated blinatumomab's effects on B cell reconstitution based on achievement of i.v. immunoglobulin (IVIG) independence post-HCT. This single-center, retrospective study included patients with B-ALL receiving blinatumomab therapy before undergoing allo-HCT, with transplantation performed between 2016 and 2021 at our institution. Patients receiving blinatumomab for relapse after allo-HCT were excluded. Patients receiving chemotherapy alone before allo-HCT during the same period composed the control group. Seventy-two patients were included, 31 of whom received blinatumomab before allo-HCT. Survival estimates were obtained using the Kaplan-Meier method, and the log-rank test was used to analyze differences between groups. Categorical variables were compared between groups using the chi-square test or Fisher exact test, and continuous variables were compared using the Wilcoxon rank-sum test. Cumulative incidences were estimated using the competing risks method, and Gray's test was used to analyze differences between groups. A Cox proportional hazards regression model was used for univariate and multivariable analyses for OS. Landmark analysis was performed at the set time points of 30 days and 100 days post-allo-HCT. Most patients in the study cohort had high-risk relapsed B-ALL. Blinatumomab therapy induced minimal residual disease (MRD)-negative remissions in all patients, whereas 5 patients (12.2%) receiving chemotherapy alone had persistent MRD pre-allo-HCT. Time from the start of therapy to the date of allo-HCT was shorter for patients who received blinatumomab compared with those who received chemotherapy (P < .0001). Blinatumomab therapy was associated with greater LFS compared to chemotherapy alone (P = .049), but when limited to 1 year, LFS was not significantly different from control (P = .066). There appeared to be higher OS, lower CIR, and lower NRM in patients receiving blinatumomab compared to the control group; however, the differences were not significant. None of the variables assessed in multivariable analysis was associated with differences in OS. When compared to the controls, blinatumomab therapy did not result in a higher incidence of acute or chronic GVHD, delayed neutrophil or platelet engraftment, or graft failure or rejection. The time to IVIG infusion independence post-allo-HCT was similar in the 2 groups. This study supports the use of blinatumomab salvage therapy for R/R B-ALL before allo-HCT given its efficacy in inducing MRD-negative remissions and optimizing LFS, as well as its lack of association with an increased incidence of post-allo-HCT adverse immune-mediated toxicities. Larger, prospective studies are needed to confirm these findings and to investigate blinatumomab's effects in long-term post-allo-HCT events.


Asunto(s)
Anticuerpos Biespecíficos , Linfoma de Burkitt , Enfermedad Injerto contra Huésped , Trasplante de Células Madre Hematopoyéticas , Leucemia-Linfoma Linfoblástico de Células Precursoras B , Leucemia-Linfoma Linfoblástico de Células Precursoras , Humanos , Niño , Estudios Retrospectivos , Inmunoglobulinas Intravenosas , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Leucemia-Linfoma Linfoblástico de Células Precursoras B/tratamiento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/etiología , Enfermedad Injerto contra Huésped/etiología , Enfermedad Injerto contra Huésped/prevención & control , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Linfoma de Burkitt/etiología , Recurrencia
16.
bioRxiv ; 2024 Apr 06.
Artículo en Inglés | MEDLINE | ID: mdl-38617247

RESUMEN

Structured RNA lies at the heart of many central biological processes, from gene expression to catalysis. While advances in deep learning enable the prediction of accurate protein structural models, RNA structure prediction is not possible at present due to a lack of abundant high-quality reference data. Furthermore, available sequence data are generally not associated with organismal phenotypes that could inform RNA function. We created GARNET (Gtdb Acquired RNa with Environmental Temperatures), a new database for RNA structural and functional analysis anchored to the Genome Taxonomy Database (GTDB). GARNET links RNA sequences derived from GTDB genomes to experimental and predicted optimal growth temperatures of GTDB reference organisms. This enables construction of deep and diverse RNA sequence alignments to be used for machine learning. Using GARNET, we define the minimal requirements for a sequence- and structure-aware RNA generative model. We also develop a GPT-like language model for RNA in which triplet tokenization provides optimal encoding. Leveraging hyperthermophilic RNAs in GARNET and these RNA generative models, we identified mutations in ribosomal RNA that confer increased thermostability to the Escherichia coli ribosome. The GTDB-derived data and deep learning models presented here provide a foundation for understanding the connections between RNA sequence, structure, and function.

17.
Nat Commun ; 15(1): 4578, 2024 May 29.
Artículo en Inglés | MEDLINE | ID: mdl-38811586

RESUMEN

Modulation of the cervix by steroid hormones and commensal microbiome play a central role in the health of the female reproductive tract. Here we describe organ-on-a-chip (Organ Chip) models that recreate the human cervical epithelial-stromal interface with a functional epithelial barrier and production of mucus with biochemical and hormone-responsive properties similar to living cervix. When Cervix Chips are populated with optimal healthy versus dysbiotic microbial communities (dominated by Lactobacillus crispatus and Gardnerella vaginalis, respectively), significant differences in tissue innate immune responses, barrier function, cell viability, proteome, and mucus composition are observed that are similar to those seen in vivo. Thus, human Cervix Organ Chips represent physiologically relevant in vitro models to study cervix physiology and host-microbiome interactions, and hence may be used as a preclinical testbed for development of therapeutic interventions to enhance women's health.


Asunto(s)
Cuello del Útero , Interacciones Microbiota-Huesped , Inmunidad Innata , Microbiota , Humanos , Femenino , Cuello del Útero/microbiología , Cuello del Útero/inmunología , Microbiota/inmunología , Interacciones Microbiota-Huesped/inmunología , Gardnerella vaginalis/inmunología , Lactobacillus crispatus/inmunología , Moco/inmunología , Moco/microbiología , Moco/metabolismo , Dispositivos Laboratorio en un Chip
19.
RSC Chem Biol ; 4(1): 74-83, 2023 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-36685257

RESUMEN

Adenosine deaminases that act on RNA (ADARs) can be directed to predetermined sites in transcriptomes by forming duplex structures with exogenously delivered guide RNAs (gRNAs). They can then catalyze the hydrolytic deamination of adenosine to inosine in double stranded RNA, which is read as guanosine during translation. High resolution structures of ADAR2-RNA complexes revealed a unique conformation for the nucleotide in the guide strand base paired to the editing site's 5' nearest neighbor (-1 position). Here we describe the effect of 16 different nucleoside analogs at this position in a gRNA that targets a 5'-UA̲-3' site. We found that several analogs increase editing efficiency for both catalytically active human ADARs. In particular, 2'-deoxynebularine (dN) increased the ADAR1 and ADAR2 in vitro deamination rates when at the -1 position of gRNAs targeting the human MECP2 W104X site, the mouse IDUA W392X site, and a site in the 3'-UTR of human ACTB. Furthermore, a locked nucleic acid (LNA) modification at the -1 position was found to eliminate editing. When placed -1 to a bystander editing site in the MECP2 W104X sequence, bystander editing was eliminated while maintaining on-target editing. In vitro trends for four -1 nucleoside analogs were validated by directed editing of the MECP2 W104X site expressed on a reporter transcript in human cells. This work demonstrates the importance of the -1 position of the gRNA to ADAR editing and discloses nucleoside analogs for this site that modulate ADAR editing efficiency.

20.
bioRxiv ; 2023 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-38168238

RESUMEN

Thermostable CRISPR-Cas9 enzymes could improve genome editing efficiency and delivery due to extended protein lifetimes. However, initial experimentation demonstrated Geobacillus stearothermophilus Cas9 (GeoCas9) to be virtually inactive when used in cultured human cells. Laboratory-evolved variants of GeoCas9 overcome this natural limitation by acquiring mutations in the wedge (WED) domain that produce >100-fold higher genome editing levels. Cryo-EM structures of the wildtype and improved GeoCas9 (iGeoCas9) enzymes reveal extended contacts between the WED domain of iGeoCas9 and DNA substrates. Biochemical analysis shows that iGeoCas9 accelerates DNA unwinding to capture substrates under the magnesium-restricted conditions typical of mammalian but not bacterial cells. These findings enabled rational engineering of other Cas9 orthologs to enhance genome editing levels, pointing to a general strategy for editing enzyme improvement. Together, these results uncover a new role for the Cas9 WED domain in DNA unwinding and demonstrate how accelerated target unwinding dramatically improves Cas9-induced genome editing activity.

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