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1.
Ann Child Neurol Soc ; 1(3): 218-227, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37795255

RESUMEN

Objective: "SIGnature Libraries" channel the dynamism of academic society-based special interest groups (SIG) to systematically identify and provide user-oriented access to essential literature for a subspecialty field in a manner that keeps pace with the field's continuing evolution. The libraries include literature beyond clinical trial data to encompass historical context, diagnostic conceptualization, and community organization materials to foster a holistic understanding of how neurologic conditions affect individuals, their community, and their lived experience. Methods: Utilizing a modified-Delphi approach, Child Neurology Society's Cerebral Palsy (CP) SIG (n = 75) administered two rounds of literature submissions and ratings. A final review by an 11-member international advisory group determined threshold ratings for resource inclusion and the library's final structure. Results: Seventy-nine articles were submitted for the first Delphi round and 22 articles for the second Delphi round. Survey response rates among SIG members were 29/75 for the first round and 24/75 for the second round. The advisory board added additional articles in the final review process in view of the overall project goal. A total of 60 articles were included in the final library, and articles were divided into seven sections and stratified by rating scores. A process for ongoing revisions of the library was determined. The library will be published on the Child Neurology Society website and made publicly accessible. Conclusions: The CP SIGnature Library offers learners an unprecedented resource that provides equitable access to latest consensus guidelines, existing seminal datasets, up-to-date review articles, and other patient care tools. A distinctive feature of the library is its intentional large scope and depth, presented in a stratified fashion relative to the consensus-determined importance of each article. Learners can efficiently navigate the library based on individual interests and goals, and the library can be used as core curriculum for CP education.

2.
Molecules ; 28(4)2023 Feb 14.
Artículo en Inglés | MEDLINE | ID: mdl-36838792

RESUMEN

The global burden imposed by hepatitis B virus (HBV) infection necessitates the discovery and design of novel antiviral drugs to complement existing treatments. One attractive and underexploited therapeutic target is ε, an ~85-nucleotide (nt) cis-acting regulatory stem-loop RNA located at the 3'- and 5'-ends of the pre-genomic RNA (pgRNA). Binding of the 5'-end ε to the viral polymerase protein (P) triggers two early events in HBV replication: pgRNA and P packaging and reverse transcription. Our recent solution nuclear magnetic resonance spectroscopy structure of ε permits structure-informed drug discovery efforts that are currently lacking for P. Here, we employ a virtual screen against ε using a Food and Drug Administration (FDA)-approved compound library, followed by in vitro binding assays. This approach revealed that the anti-hepatitis C virus drug Daclatasvir is a selective ε-targeting ligand. Additional molecular dynamics simulations demonstrated that Daclatasvir targets ε at its flexible 6-nt priming loop (PL) bulge and modulates its dynamics. Given the functional importance of the PL, our work supports the notion that targeting ε dynamics may be an effective anti-HBV therapeutic strategy.


Asunto(s)
Virus de la Hepatitis B , Hepatitis B , Humanos , Replicación Viral , ARN Viral/genética , Genómica
5.
Br J Haematol ; 200(3): 377-380, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36454537

RESUMEN

Despite recent developmental screening guidelines, rates of neurodevelopmental disorders (NDDs) remain lower than expected in children with sickle cell disease (SCD). A retrospective chart review identified 276 eligible patients; 214 charts were available for developmental screening and 207 charts for autism-specific screening. Developmental surveillance/screening was conducted in 70% of charts and autism-specific screening in 19% of charts. Validated tools were used in 32% of developmental screenings and 92% of autism-specific screenings. Many children (57%) were screened outside recommended ages. In conclusion, children with SCD are not regularly receiving appropriate developmental screening and surveillance by their healthcare providers.


Asunto(s)
Anemia de Células Falciformes , Trastornos del Neurodesarrollo , Humanos , Niño , Preescolar , Estudios Retrospectivos , Anemia de Células Falciformes/diagnóstico , Anemia de Células Falciformes/epidemiología , Tamizaje Masivo
6.
Methods Mol Biol ; 2568: 75-101, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36227563

RESUMEN

Recognition of the growing importance of RNA as a target for therapeutic or diagnostic ligands brings the importance of computational predictions of docking poses to such receptors to the forefront. Most docking programs have been optimized for protein targets, based on a relatively rich pool of known docked protein structures. Unfortunately, despite progress, numbers of known docked RNA complexes are low and the accuracy of the computational predictions trained on those inadequate samples lags behind that achieved for proteins. Compared to proteins, RNA structures generally have fewer docking pockets, have less diverse electrostatic surfaces, and are more flexible, raising the possibility of producing only transiently available good docking targets. We are presenting a docking prediction protocol that adds molecular dynamics simulations before and after the actual docking in order to explore the conformational space of the target RNA and then to reevaluate the stability of the predicted RNA-ligand complex. In this way we are attempting to overcome important limitations of the docking programs: the rigid (fully or mostly) target structure and imperfect nature of the docking scoring functions.


Asunto(s)
Simulación de Dinámica Molecular , Proteínas , Sitios de Unión , Ligandos , Conformación Molecular , Simulación del Acoplamiento Molecular , Unión Proteica , Conformación Proteica , Proteínas/química , ARN/metabolismo
7.
BMJ Open ; 12(7): e062578, 2022 07 18.
Artículo en Inglés | MEDLINE | ID: mdl-35851030

RESUMEN

INTRODUCTION: Existing randomised controlled trials (RCTs) comparing a freeze-all embryo transfer strategy and a fresh embryo transfer strategy have shown conflicting results. A freeze-all or a fresh transfer policy may be preferable for some couples undergoing in-vitro fertilisation (IVF), but it is unclear which couples would benefit most from each policy, how and under which protocols. Therefore, we plan a systematic review and individual participant data meta-analysis of RCTs comparing a freeze-all and a fresh transfer policy. METHODS AND ANALYSIS: We will search electronic databases (Medline, Embase, PsycINFO and CENTRAL) and trial registries (ClinicalTrials.gov and the International Clinical Trials Registry Platform) from their inception to present to identify eligible RCTs. We will also check reference lists of relevant papers. The search was performed on 23 September 2020 and will be updated. We will include RCTs comparing a freeze-all embryo transfer strategy and a fresh embryo transfer strategy in couples undergoing IVF. The primary outcome will be live birth resulting from the first embryo transfer. All outcomes listed in the core outcome set for infertility research will be reported. We will invite the lead investigators of eligible trials to join the Individual participant data meta-analysis of trials comparing frozen versus fresh embryo transfer strategy (INFORM) collaboration and share the deidentified individual participant data (IPD) of their trials. We will harmonise the IPD and perform a two-stage meta-analysis and examine treatment-covariate interactions for important baseline characteristics. ETHICS AND DISSEMINATION: The study ethics have been granted by the Monash University Human Research Ethics Committee (Project ID: 30391). The findings will be disseminated via presentations at international conferences and publication in peer-reviewed journals. PROSPERO REGISTRATION NUMBER: CRD42021296566.


Asunto(s)
Transferencia de Embrión , Nacimiento Vivo , Transferencia de Embrión/métodos , Femenino , Fertilización In Vitro/métodos , Humanos , Metaanálisis como Asunto , Embarazo , Índice de Embarazo , Embarazo Múltiple , Revisiones Sistemáticas como Asunto
9.
Nanomedicine ; 44: 102572, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35671983

RESUMEN

We previously reported that hydroxylated oxime ether lipids (OELs) efficiently deliver functional Dicer substrate siRNAs (DsiRNAs) in cells. Here, we explored in vivo utility of these OELs, using OEL4 as a prototype and report that surface modification of the OEL4 formulations was essential for their in vivo applications. These surface-modified OEL4 formulations were developed by inclusion of various PEGylated lipids. The vesicle stability and gene knock-down were dependent on the PEG chain length. OEL4 containing DSPE-PEG350 and DSPE-PEG1000 (surprisingly not DSPE2000) promoted gene silencing in cells. In vivo studies demonstrated that OEL4 vesicles formulated using 3 mol% DSPE-PEG350 accumulate in human lung cancer (A549-luc2) xenografts in mice and exhibit a significant increase in tumor to liver ratios. These vesicles also showed a statistically significant reduction of luciferase signal in tumors compared to untreated mice. Taken together, the scalable OEL4:DSPE-PEG350 formulation serves as a novel candidate for delivery of RNAi therapeutics.


Asunto(s)
Éter , Neoplasias Pulmonares , Animales , Éteres , Xenoinjertos , Humanos , Lípidos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/terapia , Ratones , Oximas , Polietilenglicoles , ARN Interferente Pequeño/genética
10.
J Mol Biol ; 434(18): 167633, 2022 09 30.
Artículo en Inglés | MEDLINE | ID: mdl-35595167

RESUMEN

Human hepatitis B virus (HBV) replication is initiated by the binding of the viral polymerase (P) to epsilon (ε), an ≈85-nucleotide (nt) cis-acting regulatory stem-loop RNA located at the 5'-end of the pre-genomic RNA (pgRNA). This interaction triggers P and pgRNA packaging and protein-primed reverse transcription and is therefore an attractive therapeutic target. Our recent nuclear magnetic resonance (NMR) structure of ε provides a useful starting point toward a detailed understanding of HBV replication, and hints at the functional importance of ε dynamics. Here, we present a detailed description of ε motions on the ps to ns and µs to ms time scales by NMR spin relaxation and relaxation dispersion, respectively. We also carried out molecular dynamics simulations to provide additional insight into ε conformational dynamics. These data outline a series of complex motions on multiple time scales within ε. Moreover, these motions occur in mostly conserved nucleotides from structural regions (i.e., priming loop, pseudo-triloop, and U43 bulge) that biochemical and mutational studies have shown to be essential for P binding, P-pgRNA packaging, protein-priming, and DNA synthesis. Taken together, our work implicates RNA dynamics as an integral feature that governs HBV replication.


Asunto(s)
Virus de la Hepatitis B , Conformación de Ácido Nucleico , ARN Viral , Replicación Viral , Genómica , Virus de la Hepatitis B/genética , Virus de la Hepatitis B/fisiología , Humanos , ARN Viral/química , Transcripción Reversa
11.
Fertil Steril ; 117(6): 1170-1176, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35367061

RESUMEN

OBJECTIVE: To identify relationships between the size of punctured ovarian follicles and subsequent embryology outcomes. DESIGN: Prospective observational cohort study. SETTING: Private fertility center. PATIENTS: One hundred fifty-seven oocyte retrievals performed during the study period. INTERVENTIONS: The diameter of punctured follicles was ultrasonically measured during routine oocyte collection. The resulting embryos were group-cultured to the blastocyst stage and classified into 8 groups according to follicle size (≤9.5, 10-12.5, 13-15.5, 16-18.5, 19-21.5, 22-24.5, 25-27.5, and ≥28 mm). MAIN OUTCOME MEASURE: Rate of good-quality blastocysts per follicle puncture. RESULTS: This study included 4,539 follicle punctures, 2,348 oocytes, 1,772 mature oocytes, 1,258 bipronuclear (2pn) oocytes, and 571 good-quality blastocysts derived from 157 oocyte retrievals. The per-puncture yields of oocytes, mature oocytes, 2pn oocytes, and good-quality blastocysts were associated with the size of the punctured follicle. The rates of good-quality blastocysts per punctured follicle were 2.2% (≤9.5 mm), 6.2% (10-12.5 mm), 11.9% (13-15.5 mm), 14.5% (16-18.5 mm), 18.9% (19-21.5 mm), 17.5% (22-24.5 mm), 15.9% (25-27.5 mm), and 16.0% (≥28 mm). When compared with the overall average, punctures of follicles in groups ≤12.5 mm in diameter had significantly inferior yields of good-quality blastocysts, whereas punctures of follicles in groups 19-24.5 mm in diameter were associated with significantly greater than average yields of good-quality blastocysts. Other groups did not differ significantly from average. No correlation was observed between follicle diameter and ploidy of biopsied blastocysts. CONCLUSIONS: Punctures of follicles ≤12.5 mm in diameter rarely result in good-quality blastocysts. The yield of good-quality blastocysts progressively increases with follicle size up to approximately 19 mm in diameter, with no substantial decline above that size. The ploidy of the blastocysts that form appears to be unaffected by follicle size.


Asunto(s)
Oocitos , Folículo Ovárico , Blastocisto , Femenino , Humanos , Recuperación del Oocito/métodos , Estudios Prospectivos
12.
Nucleic Acids Res ; 50(3): 1601-1619, 2022 02 22.
Artículo en Inglés | MEDLINE | ID: mdl-35104872

RESUMEN

Canonical eukaryotic mRNA translation requires 5'cap recognition by initiation factor 4E (eIF4E). In contrast, many positive-strand RNA virus genomes lack a 5'cap and promote translation by non-canonical mechanisms. Among plant viruses, PTEs are a major class of cap-independent translation enhancers located in/near the 3'UTR that recruit eIF4E to greatly enhance viral translation. Previous work proposed a single form of PTE characterized by a Y-shaped secondary structure with two terminal stem-loops (SL1 and SL2) atop a supporting stem containing a large, G-rich asymmetric loop that forms an essential pseudoknot (PK) involving C/U residues located between SL1 and SL2. We found that PTEs with less than three consecutive cytidylates available for PK formation have an upstream stem-loop that forms a kissing loop interaction with the apical loop of SL2, important for formation/stabilization of PK. PKs found in both subclasses of PTE assume a specific conformation with a hyperreactive guanylate (G*) in SHAPE structure probing, previously found critical for binding eIF4E. While PTE PKs were proposed to be formed by Watson-Crick base-pairing, alternative chemical probing and 3D modeling indicate that the Watson-Crick faces of G* and an adjacent guanylate have high solvent accessibilities. Thus, PTE PKs are likely composed primarily of non-canonical interactions.


Asunto(s)
Biosíntesis de Proteínas , Tombusviridae , Regiones no Traducidas 3' , Factor 4E Eucariótico de Iniciación/genética , Factor 4E Eucariótico de Iniciación/metabolismo , Conformación de Ácido Nucleico , ARN Viral/química , Tombusviridae/fisiología
13.
J Biomol Struct Dyn ; 40(20): 9761-9773, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-34155954

RESUMEN

Initiation of protein-primed (-) strand DNA synthesis in hepatitis B virus (HBV) requires interaction of the viral polymerase with a cis-acting regulatory signal, designated epsilon (ε), located at the 5'-end of its pre-genomic RNA (pgRNA). Binding of polymerase to ε is also necessary for pgRNA encapsidation. While the mechanistic basis of this interaction remains elusive, mutagenesis studies suggest its internal 6-nt "priming loop" provides an important structural contribution. ε might therefore be considered a promising target for small molecule interventions to complement current nucleoside-analog based anti-HBV therapies. An ideal prerequisite to any RNA-directed small molecule strategy would be a detailed structural description of this important element. Herein, we present a solution NMR structure for HBV ε which, in combination with molecular dynamics and docking simulations, reports on a flexible ligand "pocket", reminiscent of those observed in proteins. We also demonstrate the binding of the selective estrogen receptor modulators (SERMs) Raloxifene, Bazedoxifene, and a de novo derivative to the priming loop.Communicated by Ramaswamy H. Sarma.


Asunto(s)
Virus de la Hepatitis B , ARN Viral , Virus de la Hepatitis B/genética , Virus de la Hepatitis B/metabolismo , ARN Viral/química , Genómica , Replicación Viral
14.
Nucleic Acids Res ; 49(22): 13179-13193, 2021 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-34871450

RESUMEN

Cellular and virus-coded long non-coding (lnc) RNAs support multiple roles related to biological and pathological processes. Several lncRNAs sequester their 3' termini to evade cellular degradation machinery, thereby supporting disease progression. An intramolecular triplex involving the lncRNA 3' terminus, the element for nuclear expression (ENE), stabilizes RNA transcripts and promotes persistent function. Therefore, such ENE triplexes, as presented here in Kaposi's sarcoma-associated herpesvirus (KSHV) polyadenylated nuclear (PAN) lncRNA, represent targets for therapeutic development. Towards identifying novel ligands targeting the PAN ENE triplex, we screened a library of immobilized small molecules and identified several triplex-binding chemotypes, the tightest of which exhibits micromolar binding affinity. Combined biophysical, biochemical, and computational strategies localized ligand binding to a platform created near a dinucleotide bulge at the base of the triplex. Crystal structures of apo (3.3 Å) and ligand-soaked (2.5 Å) ENE triplexes, which include a stabilizing basal duplex, indicate significant local structural rearrangements within this dinucleotide bulge. MD simulations and a modified nucleoside analog interference technique corroborate the role of the bulge and the base of the triplex in ligand binding. Together with recently discovered small molecules that reduce nuclear MALAT1 lncRNA levels by engaging its ENE triplex, our data supports the potential of targeting RNA triplexes with small molecules.


Asunto(s)
Herpesvirus Humano 8/metabolismo , Nucleótidos/metabolismo , Poli A/metabolismo , ARN Largo no Codificante/metabolismo , ARN Viral/metabolismo , Bibliotecas de Moléculas Pequeñas/metabolismo , Secuencia de Bases , Cristalografía por Rayos X , Herpesvirus Humano 8/genética , Herpesvirus Humano 8/fisiología , Humanos , Ligandos , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Estructura Molecular , Conformación de Ácido Nucleico , Nucleótidos/genética , Poli A/química , Poli A/genética , Estabilidad del ARN/genética , ARN Largo no Codificante/química , ARN Largo no Codificante/genética , ARN Viral/química , ARN Viral/genética , Sarcoma de Kaposi/virología , Bibliotecas de Moléculas Pequeñas/química
15.
J Assist Reprod Genet ; 38(11): 2947-2953, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34585315

RESUMEN

PURPOSE: To determine if the change in endometrial thickness following exogenous progesterone (P) initiation correlates with outcome following autologous transfer of a single thawed blastocyst. METHODS: The study is a retrospective observational cohort study conducted at a private fertility center. Patients scheduled for thawed blastocyst transfer received artificial endometrial preparation (artificial cycle FET) and underwent serial ultrasonography. The main outcomes were the rate of ongoing pregnancy (fetal heart motion at 12 weeks of gestation) and early pregnancy loss. Logistic regression was used to test for correlations between these outcomes and the change in endometrial thickness while adjusting for potential confounders (patient age, embryo quality, and the use of genetic testing). RESULTS: There were 232 qualifying autologous single-blastocyst transfers in the 20-month study period ending 31 December 2019. Mean endometrial thicknesses were 3.8 mm, 10.0 mm, and 11.2 mm at baseline, P initiation, and at transfer, respectively. The change in endometrial thickness after exogenous P exposure ranged from - 5 to + 9 mm and negatively correlated with ongoing pregnancy in logistic regression analyses. Specifically, ongoing pregnancy rates per transfer were 63.2% in 19 cases where endometria compacted by 10% or more, 64.2% in 95 cases where there was unchanged endometrial thickness, and 52.5% in 118 cases where endometria expanded. CONCLUSIONS: The change in endometrial thickness after P initiation was associated with the probability of ongoing pregnancy but not with early pregnancy loss. Ongoing pregnancy rates were greater in endometria with negative growth (compaction) when compared to endometria that grew (expanded) after P exposure.


Asunto(s)
Aborto Espontáneo/epidemiología , Blastocisto/citología , Implantación del Embrión , Endometrio/patología , Fertilización In Vitro/métodos , Progesterona/farmacología , Vitrificación/efectos de los fármacos , Adulto , Tasa de Natalidad , Blastocisto/efectos de los fármacos , Criopreservación/métodos , Endometrio/efectos de los fármacos , Femenino , Humanos , Nacimiento Vivo/epidemiología , Embarazo , Índice de Embarazo , Progestinas/farmacología , Estudios Retrospectivos , Estados Unidos/epidemiología
16.
J Dev Behav Pediatr ; 42(6): 463-471, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-34397573

RESUMEN

OBJECTIVE: The objective of this study is to retrospectively determine the co-occurrence, associated characteristics, and risk factors for neurodevelopmental disorders (NDD) in a pediatric sickle cell disease (SCD) clinic population. METHOD: We investigated the co-occurrence and features of NDD in pediatric SCD through a retrospective cohort study conducted between July 2017 and January 2019. The participants were patients with SCD younger than 18 years of age identified from our institutions' clinic rosters and medical records databases. RESULTS: A total of 276 participants were eligible for study inclusion, and 65 participants were found to have various NDD. Children with SCD and NDD were more likely to have a history of multiple SCD-related complications in comparison to children with SCD without NDD. Children with SCD and NDD were more likely to use disease-modifying therapies in comparison to children with SCD without NDD (χ2 27.2, p < 0.001). CONCLUSION: Children with SCD and NDD have higher odds of having certain disease-related complications and higher use of disease-modifying treatments than children with SCD who do not have NDD. Screening and diagnoses of NDD may be relevant to clinical management of pediatric SCD.


Asunto(s)
Anemia de Células Falciformes , Trastornos del Neurodesarrollo , Anemia de Células Falciformes/complicaciones , Anemia de Células Falciformes/epidemiología , Niño , Bases de Datos Factuales , Humanos , Trastornos del Neurodesarrollo/epidemiología , Trastornos del Neurodesarrollo/etiología , Estudios Retrospectivos , Factores de Riesgo
17.
Neurology ; 95(21): 962-972, 2020 11 24.
Artículo en Inglés | MEDLINE | ID: mdl-33046609

RESUMEN

OBJECTIVE: To contextualize the role of child neurologists and neurodevelopmentalists (CNs/NDDs) in cerebral palsy (CP) care, we review the changing landscape of CP diagnosis and survey stakeholder CNs/NDDs regarding their roles in CP care. METHODS: The optimal roles of the multiple specialties involved in CP care are currently unclear, particularly regarding CP diagnosis. We developed recommendations regarding the role of CNs/NDDs noting (1) increasing complexity of CP diagnosis given a growing number of genetic etiologies and treatable motor disorders that can be misdiagnosed as CP and (2) the views of a group of physician stakeholders (CNs/NDDs from the Child Neurology Society Cerebral Palsy Special Interest Group). RESULTS: CNs/NDDs felt that they were optimally suited to diagnose CP. Many (76%) felt that CNs/NDDs should always be involved in CP diagnosis. However, 42% said that their patients with CP were typically not diagnosed by CNs/NDDs, and 18% did not receive referrals to establish the diagnosis of CP at all. CNs/NDDs identified areas of their expertise critical for CP diagnosis including knowledge of the neurologic examination across development and early identification of features atypical for CP. This contrasts with their views on CP management, where CNs/NDDs felt that they could contribute to the medical team, but were necessary primarily when neurologic coexisting conditions were present. DISCUSSION: Given its increasing complexity, we recommend early referral for CP diagnosis to a CN/NDD or specialist with comparable expertise. This contrasts with current consensus guidelines, which either do not address or do not recommend specific specialist referral for CP diagnosis.


Asunto(s)
Parálisis Cerebral/diagnóstico , Parálisis Cerebral/fisiopatología , Trastornos del Neurodesarrollo/diagnóstico , Encuestas y Cuestionarios , Humanos , Trastornos del Neurodesarrollo/fisiopatología , Examen Neurológico/métodos , Medición de Riesgo , Rol
18.
Mol Syst Biol ; 16(8): e9110, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32845085

RESUMEN

Systems biology has experienced dramatic growth in the number, size, and complexity of computational models. To reproduce simulation results and reuse models, researchers must exchange unambiguous model descriptions. We review the latest edition of the Systems Biology Markup Language (SBML), a format designed for this purpose. A community of modelers and software authors developed SBML Level 3 over the past decade. Its modular form consists of a core suited to representing reaction-based models and packages that extend the core with features suited to other model types including constraint-based models, reaction-diffusion models, logical network models, and rule-based models. The format leverages two decades of SBML and a rich software ecosystem that transformed how systems biologists build and interact with models. More recently, the rise of multiscale models of whole cells and organs, and new data sources such as single-cell measurements and live imaging, has precipitated new ways of integrating data with models. We provide our perspectives on the challenges presented by these developments and how SBML Level 3 provides the foundation needed to support this evolution.


Asunto(s)
Biología de Sistemas/métodos , Animales , Humanos , Modelos Logísticos , Modelos Biológicos , Programas Informáticos
19.
RNA Biol ; 17(9): 1324-1330, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32476596

RESUMEN

Secondary structure prediction approaches rely typically on models of equilibrium free energies that are themselves based on in vitro physical chemistry. Recent transcriptome-wide experiments of in vivo RNA structure based on SHAPE-MaP experiments provide important information that may make it possible to extend current in vitro-based RNA folding models in order to improve the accuracy of computational RNA folding simulations with respect to the experimentally measured in vivo RNA secondary structure. Here we present a machine learning approach that utilizes RNA secondary structure prediction results and nucleotide sequence in order to predict in vivo SHAPE scores. We show that this approach has a higher Pearson correlation coefficient with experimental SHAPE scores than thermodynamic folding. This could be an important step towards augmenting experimental results with computational predictions and help with RNA secondary structure predictions that inherently take in-vivo folding properties into account.


Asunto(s)
Biología Computacional , Aprendizaje Profundo , Modelos Moleculares , Conformación de Ácido Nucleico , Pliegue del ARN , ARN/química , Codón Iniciador , Biología Computacional/métodos , Redes Neurales de la Computación , ARN/genética
20.
Nanomedicine ; 26: 102176, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32151748

RESUMEN

Translation potential of RNA interference nanotherapeutics remains challenging due to in vivo off-target effects and poor endosomal escape. Here, we developed novel polyplexes for controlled intracellular delivery of dicer substrate siRNA, using a light activation approach. Sulfonated polyethylenimines covalently linked to pyropheophorbide-α for photoactivation and bearing modified amines (sulfo-pyro-PEI) for regulated endosomal escape were investigated. Gene knock-down by the polymer-complexed DsiRNA duplexes (siRNA-NPs) was monitored in breast cancer cells. Surprisingly, sulfo-pyro-PEI/siRNA-NPs failed to downregulate the PLK1 or eGFP proteins. However, photoactivation of these cell associated-polyplexes with a 661-nm laser clearly restored knock-down of both proteins. In contrast, protein down-regulation by non-sulfonated pyro-PEI/siRNA-NPs occurred without any laser treatments, indicating cytoplasmic disposition of DsiRNA followed a common intracellular release mechanism. Therefore, sulfonated pyro-PEI holds potential as a unique trap and release light-controlled delivery platform for on-demand gene silencing bearing minimal off target effects.


Asunto(s)
Neoplasias de la Mama/genética , Proteínas de Ciclo Celular/genética , ARN Helicasas DEAD-box/genética , Silenciador del Gen , Proteínas Serina-Treonina Quinasas/genética , Proteínas Proto-Oncogénicas/genética , Ribonucleasa III/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/terapia , Línea Celular Tumoral , Endosomas/efectos de los fármacos , Femenino , Técnicas de Silenciamiento del Gen , Proteínas Fluorescentes Verdes/genética , Humanos , Polietileneimina/química , Polietileneimina/farmacología , Polímeros/química , Interferencia de ARN , ARN Interferente Pequeño/farmacología , Quinasa Tipo Polo 1
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