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1.
Mol Cell ; 84(4): 715-726.e5, 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38183984

RESUMEN

Rescuing stalled ribosomes often involves their splitting into subunits. In many bacteria, the resultant large subunits bearing peptidyl-tRNAs are processed by the ribosome-associated quality control (RQC) apparatus that extends the C termini of the incomplete nascent polypeptides with polyalanine tails to facilitate their degradation. Although the tailing mechanism is well established, it is unclear how the nascent polypeptides are cleaved off the tRNAs. We show that peptidyl-tRNA hydrolase (Pth), the known role of which has been to hydrolyze ribosome-free peptidyl-tRNA, acts in concert with RQC factors to release nascent polypeptides from large ribosomal subunits. Dislodging from the ribosomal catalytic center is required for peptidyl-tRNA hydrolysis by Pth. Nascent protein folding may prevent peptidyl-tRNA retraction and interfere with the peptide release. However, oligoalanine tailing makes the peptidyl-tRNA ester bond accessible for Pth-catalyzed hydrolysis. Therefore, the oligoalanine tail serves not only as a degron but also as a facilitator of Pth-catalyzed peptidyl-tRNA hydrolysis.


Asunto(s)
Hidrolasas de Éster Carboxílico , Péptidos , Ribosomas , Ribosomas/metabolismo , Péptidos/genética , Bacterias/genética , Control de Calidad , Biosíntesis de Proteínas
2.
Mol Cell ; 83(1): 9-11, 2023 01 05.
Artículo en Inglés | MEDLINE | ID: mdl-36608672

RESUMEN

Wang et al. (2022)1 employ real-time single-molecule fluorescence spectroscopy to monitor eukaryotic translation initiation events, revealing that, while mRNA engagement by ribosomal 43S subunits is slow, the subsequent mRNA scanning process is rapid- ∼10 times faster than translation.


Asunto(s)
Biosíntesis de Proteínas , Ribosomas , Codón Iniciador/genética , Ribosomas/genética , Ribosomas/metabolismo , ARN Mensajero/metabolismo , Iniciación de la Cadena Peptídica Traduccional
3.
Mol Cell ; 83(24): 4524-4537.e5, 2023 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-38052210

RESUMEN

N-glycans act as quality control tags by recruiting lectin chaperones to assist protein maturation in the endoplasmic reticulum. The location and composition of N-glycans (glyco-code) are key to the chaperone-selection process. Serpins, a class of serine protease inhibitors, fold non-sequentially to achieve metastable active states. Here, the role of the glyco-code in assuring successful maturation and quality control of two human serpins, alpha-1 antitrypsin (AAT) and antithrombin III (ATIII), is described. We find that AAT, which has glycans near its N terminus, is assisted by early lectin chaperone binding. In contrast, ATIII, which has more C-terminal glycans, is initially helped by BiP and then later by lectin chaperones mediated by UGGT reglucosylation. UGGT action is increased for misfolding-prone disease variants, and these clients are preferentially glucosylated on their most C-terminal glycan. Our study illustrates how serpins utilize N-glycan presence, position, and composition to direct their proper folding, quality control, and trafficking.


Asunto(s)
Chaperonas Moleculares , Pliegue de Proteína , Humanos , Chaperonas Moleculares/metabolismo , Lectinas/metabolismo , Polisacáridos/química , Control de Calidad
4.
Nature ; 626(8001): 1133-1140, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38326618

RESUMEN

Protein synthesis is a major energy-consuming process of the cell that requires the controlled production1-3 and turnover4,5 of ribosomes. Although the past few years have seen major advances in our understanding of ribosome biogenesis, structural insight into the degradation of ribosomes has been lacking. Here we present native structures of two distinct small ribosomal 30S subunit degradation intermediates associated with the 3' to 5' exonuclease ribonuclease R (RNase R). The structures reveal that RNase R binds at first to the 30S platform to facilitate the degradation of the functionally important anti-Shine-Dalgarno sequence and the decoding-site helix 44. RNase R then encounters a roadblock when it reaches the neck region of the 30S subunit, and this is overcome by a major structural rearrangement of the 30S head, involving the loss of ribosomal proteins. RNase R parallels this movement and relocates to the decoding site by using its N-terminal helix-turn-helix domain as an anchor. In vitro degradation assays suggest that head rearrangement poses a major kinetic barrier for RNase R, but also indicate that the enzyme alone is sufficient for complete degradation of 30S subunits. Collectively, our results provide a mechanistic basis for the degradation of 30S mediated by RNase R, and reveal that RNase R targets orphaned 30S subunits using a dynamic mechanism involving an anchored switching of binding sites.


Asunto(s)
Exorribonucleasas , Proteínas Ribosómicas , Ribosomas , Exorribonucleasas/metabolismo , Proteínas Ribosómicas/metabolismo , Ribosomas/química , Ribosomas/metabolismo , Cinética , Sitios de Unión
5.
Cell ; 156(5): 866-7, 2014 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-24581485

RESUMEN

In eukaryotes, Dom34 is involved in the rescue of ribosomes that stall on mRNAs during protein synthesis. Using ribosome profiling, Guydosh and Green reveal that, in addition to rescue of ribosomes stalled on truncated mRNAs, Dom34 also recycles ribosomes that are unexpectedly found in the 3' untranslated regions of many cellular mRNAs.


Asunto(s)
Regiones no Traducidas 3' , Proteínas de Ciclo Celular/metabolismo , Endorribonucleasas/metabolismo , Ribosomas/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/metabolismo
6.
Mol Cell ; 81(1): 115-126.e7, 2021 01 07.
Artículo en Inglés | MEDLINE | ID: mdl-33259810

RESUMEN

In all branches of life, stalled translation intermediates are recognized and processed by ribosome-associated quality control (RQC) pathways. RQC begins with the splitting of stalled ribosomes, leaving an unfinished polypeptide still attached to the large subunit. Ancient and conserved NEMF family RQC proteins target these incomplete proteins for degradation by the addition of C-terminal "tails." How such tailing can occur without the regular suite of translational components is, however, unclear. Using single-particle cryo-electron microscopy (EM) of native complexes, we show that C-terminal tailing in Bacillus subtilis is mediated by NEMF protein RqcH in concert with RqcP, an Hsp15 family protein. Our structures reveal how these factors mediate tRNA movement across the ribosomal 50S subunit to synthesize polypeptides in the absence of mRNA or the small subunit.


Asunto(s)
Bacillus subtilis/metabolismo , Proteínas Bacterianas/metabolismo , Subunidades Ribosómicas Grandes Bacterianas/metabolismo , Bacillus subtilis/genética , Bacillus subtilis/ultraestructura , Proteínas Bacterianas/genética , Microscopía por Crioelectrón , Subunidades Ribosómicas Grandes Bacterianas/genética , Subunidades Ribosómicas Grandes Bacterianas/ultraestructura
7.
Nature ; 604(7906): 474-478, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35444324

RESUMEN

Three-dimensional (3D) printing has exploded in interest as new technologies have opened up a multitude of applications1-6, with stereolithography a particularly successful approach4,7-9. However, owing to the linear absorption of light, this technique requires photopolymerization to occur at the surface of the printing volume, imparting fundamental limitations on resin choice and shape gamut. One promising way to circumvent this interfacial paradigm is to move beyond linear processes, with many groups using two-photon absorption to print in a truly volumetric fashion3,7-9. Using two-photon absorption, many groups and companies have been able to create remarkable nanoscale structures4,5, but the laser power required to drive this process has limited print size and speed, preventing widespread application beyond the nanoscale. Here we use triplet fusion upconversion10-13 to print volumetrically with less than 4 milliwatt continuous-wave excitation. Upconversion is introduced to the resin by means of encapsulation with a silica shell and solubilizing ligands. We further introduce an excitonic strategy to systematically control the upconversion threshold to support either monovoxel or parallelized printing schemes, printing at power densities several orders of magnitude lower than the power densities required for two-photon-based 3D printing.

8.
Nature ; 604(7905): 310-315, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35388217

RESUMEN

Comprehensive genome annotation is essential to understand the impact of clinically relevant variants. However, the absence of a standard for clinical reporting and browser display complicates the process of consistent interpretation and reporting. To address these challenges, Ensembl/GENCODE1 and RefSeq2 launched a joint initiative, the Matched Annotation from NCBI and EMBL-EBI (MANE) collaboration, to converge on human gene and transcript annotation and to jointly define a high-value set of transcripts and corresponding proteins. Here, we describe the MANE transcript sets for use as universal standards for variant reporting and browser display. The MANE Select set identifies a representative transcript for each human protein-coding gene, whereas the MANE Plus Clinical set provides additional transcripts at loci where the Select transcripts alone are not sufficient to report all currently known clinical variants. Each MANE transcript represents an exact match between the exonic sequences of an Ensembl/GENCODE transcript and its counterpart in RefSeq such that the identifiers can be used synonymously. We have now released MANE Select transcripts for 97% of human protein-coding genes, including all American College of Medical Genetics and Genomics Secondary Findings list v3.0 (ref. 3) genes. MANE transcripts are accessible from major genome browsers and key resources. Widespread adoption of these transcript sets will increase the consistency of reporting, facilitate the exchange of data regardless of the annotation source and help to streamline clinical interpretation.


Asunto(s)
Biología Computacional , Bases de Datos Genéticas , Genómica , Genoma , Humanos , Difusión de la Información , Anotación de Secuencia Molecular , National Library of Medicine (U.S.) , Estados Unidos
9.
Development ; 151(14)2024 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-38912572

RESUMEN

The neurons of the three cerebellar nuclei (CN) are the primary output neurons of the cerebellum. The excitatory neurons (e) of the medial (m) CN (eCNm) were recently divided into molecularly defined subdomains in the adult; however, how they are established during development is not known. We define molecular subdomains of the mouse embryonic eCNm using single-cell RNA-sequencing and spatial expression analysis, showing that they evolve during embryogenesis to prefigure the adult. Furthermore, eCNm are transcriptionally divergent from cells in the other nuclei by embryonic day 14.5. We previously showed that loss of the homeobox genes En1 and En2 leads to loss of approximately half of the embryonic eCNm. We demonstrate that mutation of En1/2 in the embryonic eCNm results in death of specific posterior eCNm molecular subdomains and downregulation of TBR2 (EOMES) in an anterior embryonic subdomain, as well as reduced synaptic gene expression. We further reveal a similar function for EN1/2 in mediating TBR2 expression, neuron differentiation and survival in the other excitatory neurons (granule and unipolar brush cells). Thus, our work defines embryonic eCNm molecular diversity and reveals conserved roles for EN1/2 in the cerebellar excitatory neuron lineage.


Asunto(s)
Regulación del Desarrollo de la Expresión Génica , Proteínas de Homeodominio , Neuronas , Animales , Proteínas de Homeodominio/metabolismo , Proteínas de Homeodominio/genética , Ratones , Neuronas/metabolismo , Neuronas/citología , Supervivencia Celular/genética , Diferenciación Celular/genética , Cerebelo/embriología , Cerebelo/metabolismo , Cerebelo/citología , Proteínas de Dominio T Box/metabolismo , Proteínas de Dominio T Box/genética , Núcleos Cerebelosos/metabolismo , Núcleos Cerebelosos/embriología , Núcleos Cerebelosos/citología , Análisis de la Célula Individual , Proteínas del Tejido Nervioso
10.
Development ; 151(3)2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-38251865

RESUMEN

Modeling has led to proposals that the amount of neural tissue folding is set by the level of differential expansion between tissue layers and that the wavelength is set by the thickness of the outer layer. Here, we used inbred mouse strains with distinct amounts of cerebellar folding to investigate these predictions. We identified a distinct critical period during which the folding amount diverges between the two strains. In this period, regional changes in the level of differential expansion between the external granule layer (EGL) and underlying core correlate with the folding amount in each strain. Additionally, the thickness of the EGL varies regionally during the critical period alongside corresponding changes in wavelength. The number of SHH-expressing Purkinje cells predicts the folding amount, but the proliferation rate in the EGL is the same between the strains. However, regional changes in the cell division angle within the EGL predicts both the tangential expansion and the thickness of the EGL. Cell division angle is likely a tunable mechanism whereby both the level of differential expansion along the perimeter and the thickness of the EGL are regionally tuned to set the amount and wavelength of folding.


Asunto(s)
Cerebelo , Células de Purkinje , Ratones , Animales , División Celular
11.
Nat Methods ; 21(5): 809-813, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38605111

RESUMEN

Neuroscience is advancing standardization and tool development to support rigor and transparency. Consequently, data pipeline complexity has increased, hindering FAIR (findable, accessible, interoperable and reusable) access. brainlife.io was developed to democratize neuroimaging research. The platform provides data standardization, management, visualization and processing and automatically tracks the provenance history of thousands of data objects. Here, brainlife.io is described and evaluated for validity, reliability, reproducibility, replicability and scientific utility using four data modalities and 3,200 participants.


Asunto(s)
Nube Computacional , Neurociencias , Neurociencias/métodos , Humanos , Neuroimagen/métodos , Reproducibilidad de los Resultados , Programas Informáticos , Encéfalo/fisiología , Encéfalo/diagnóstico por imagen
12.
Nature ; 590(7845): 290-299, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33568819

RESUMEN

The Trans-Omics for Precision Medicine (TOPMed) programme seeks to elucidate the genetic architecture and biology of heart, lung, blood and sleep disorders, with the ultimate goal of improving diagnosis, treatment and prevention of these diseases. The initial phases of the programme focused on whole-genome sequencing of individuals with rich phenotypic data and diverse backgrounds. Here we describe the TOPMed goals and design as well as the available resources and early insights obtained from the sequence data. The resources include a variant browser, a genotype imputation server, and genomic and phenotypic data that are available through dbGaP (Database of Genotypes and Phenotypes)1. In the first 53,831 TOPMed samples, we detected more than 400 million single-nucleotide and insertion or deletion variants after alignment with the reference genome. Additional previously undescribed variants were detected through assembly of unmapped reads and customized analysis in highly variable loci. Among the more than 400 million detected variants, 97% have frequencies of less than 1% and 46% are singletons that are present in only one individual (53% among unrelated individuals). These rare variants provide insights into mutational processes and recent human evolutionary history. The extensive catalogue of genetic variation in TOPMed studies provides unique opportunities for exploring the contributions of rare and noncoding sequence variants to phenotypic variation. Furthermore, combining TOPMed haplotypes with modern imputation methods improves the power and reach of genome-wide association studies to include variants down to a frequency of approximately 0.01%.


Asunto(s)
Variación Genética/genética , Genoma Humano/genética , Genómica , National Heart, Lung, and Blood Institute (U.S.) , Medicina de Precisión , Citocromo P-450 CYP2D6/genética , Haplotipos/genética , Heterocigoto , Humanos , Mutación INDEL , Mutación con Pérdida de Función , Mutagénesis , Fenotipo , Polimorfismo de Nucleótido Simple , Densidad de Población , Medicina de Precisión/normas , Control de Calidad , Tamaño de la Muestra , Estados Unidos , Secuenciación Completa del Genoma/normas
13.
Mol Cell ; 73(1): 22-35.e6, 2019 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-30527665

RESUMEN

Aberrant expression of programmed death ligand-1 (PD-L1) in tumor cells promotes cancer progression by suppressing cancer immunity. The retinoblastoma protein RB is a tumor suppressor known to regulate the cell cycle, DNA damage response, and differentiation. Here, we demonstrate that RB interacts with nuclear factor κB (NF-κB) protein p65 and that their interaction is primarily dependent on CDK4/6-mediated serine-249/threonine-252 (S249/T252) phosphorylation of RB. RNA-seq analysis shows a subset of NF-κB pathway genes including PD-L1 are selectively upregulated by RB knockdown or CDK4/6 inhibitor. S249/T252-phosphorylated RB inversely correlates with PD-L1 expression in patient samples. Expression of a RB-derived S249/T252 phosphorylation-mimetic peptide suppresses radiotherapy-induced upregulation of PD-L1 and augments therapeutic efficacy of radiation in vivo. Our findings reveal a previously unrecognized tumor suppressor function of hyperphosphorylated RB in suppressing NF-κB activity and PD-L1 expression and suggest that the RB-NF-κB axis can be exploited to overcome cancer immune evasion triggered by conventional or targeted therapies.


Asunto(s)
Antígeno B7-H1/metabolismo , Neoplasias de la Próstata/metabolismo , Proteína de Retinoblastoma/metabolismo , Factor de Transcripción ReIA/metabolismo , Escape del Tumor , Animales , Antineoplásicos Inmunológicos/farmacología , Antígeno B7-H1/antagonistas & inhibidores , Antígeno B7-H1/genética , Antígeno B7-H1/inmunología , Quimioradioterapia/métodos , Quinasa 4 Dependiente de la Ciclina/metabolismo , Quinasa 6 Dependiente de la Ciclina/metabolismo , Regulación Neoplásica de la Expresión Génica , Células HEK293 , Humanos , Masculino , Ratones Endogámicos C57BL , Ratones Endogámicos NOD , Ratones Noqueados , Ratones SCID , Células PC-3 , Fosforilación , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/inmunología , Neoplasias de la Próstata/terapia , Unión Proteica , Dominios y Motivos de Interacción de Proteínas , Tolerancia a Radiación , Proteína de Retinoblastoma/genética , Proteína de Retinoblastoma/inmunología , Transducción de Señal , Factor de Transcripción ReIA/genética , Factor de Transcripción ReIA/inmunología , Ensayos Antitumor por Modelo de Xenoinjerto
14.
Proc Natl Acad Sci U S A ; 121(34): e2315009121, 2024 Aug 20.
Artículo en Inglés | MEDLINE | ID: mdl-39133860

RESUMEN

The enzyme UDP-glucose: glycoprotein glucosyltransferase (UGGT) is the gatekeeper of protein folding within the endoplasmic reticulum (ER). One-third of the human proteome traverses the ER where folding and maturation are facilitated by a complex protein homeostasis network. Both glycan modifications and disulfide bonds are of key importance in the maturation of these ER proteins. The actions of UGGT are intimately linked to the glycan code for folding and maturation of secretory proteins in the ER. UGGT selectively glucosylates the N-linked glycan of misfolded proteins so that they can reenter the lectin-folding chaperone cycle and be retained within the ER for further attempts at folding. An intriguing aspect of UGGT function is its interaction with its poorly understood cochaperone, the 15 kDa selenoprotein known as SELENOF or SEP15. This small protein contains a rare selenocysteine residue proposed to act as an oxidoreductase toward UGGT substrates. AlphaFold2 predictions of the UGGT1/SEP15 complex provide insight into this complex at a structural level. The predicted UGGT1/SEP15 interaction interface was validated by mutagenesis and coimmunoprecipitation experiments. These results serve as a springboard for models of the integrated action of UGGT1 and SEP15.


Asunto(s)
Retículo Endoplásmico , Glucosiltransferasas , Pliegue de Proteína , Selenoproteínas , Selenoproteínas/metabolismo , Selenoproteínas/genética , Retículo Endoplásmico/metabolismo , Humanos , Glucosiltransferasas/metabolismo , Glucosiltransferasas/genética , Unión Proteica
15.
Proc Natl Acad Sci U S A ; 121(42): e2409166121, 2024 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-39388272

RESUMEN

Chikungunya virus (CHIKV) is a mosquito-borne alphavirus that has been responsible for numerous large-scale outbreaks in the last twenty years. Currently, there are no FDA-approved therapeutics for any alphavirus infection. CHIKV nonstructural protein 2 (nsP2), which contains a cysteine protease domain, is essential for viral replication, making it an attractive target for a drug discovery campaign. Here, we optimized a CHIKV nsP2 protease (nsP2pro) biochemical assay for the screening of a 6,120-compound cysteine-directed covalent fragment library. Using a 50% inhibition threshold, we identified 153 hits (2.5% hit rate). In dose-response follow-up, RA-0002034, a covalent fragment that contains a vinyl sulfone warhead, inhibited CHIKV nsP2pro with an IC50 of 58 ± 17 nM, and further analysis with time-dependent inhibition studies yielded a kinact /KI of 6.4 × 103 M-1s-1. LC-MS/MS analysis determined that RA-0002034 covalently modified the catalytic cysteine in a site-specific manner. Additionally, RA-0002034 showed no significant off-target reactivity in proteomic experiments or against a panel of cysteine proteases. In addition to the potent biochemical inhibition of CHIKV nsP2pro activity and exceptional selectivity, RA-0002034 was tested in cellular models of alphavirus infection and effectively inhibited viral replication of both CHIKV and related alphaviruses. This study highlights the identification and characterization of the chemical probe RA-0002034 as a promising hit compound from covalent fragment-based screening for development toward a CHIKV or pan-alphavirus therapeutic.


Asunto(s)
Virus Chikungunya , Cisteína Endopeptidasas , Virus Chikungunya/efectos de los fármacos , Cisteína Endopeptidasas/metabolismo , Cisteína Endopeptidasas/química , Replicación Viral/efectos de los fármacos , Antivirales/farmacología , Antivirales/química , Humanos , Inhibidores de Proteasas/farmacología , Inhibidores de Proteasas/química , Sulfonas/farmacología , Sulfonas/química , Animales , Fiebre Chikungunya/virología , Fiebre Chikungunya/tratamiento farmacológico
16.
Traffic ; 25(1): e12927, 2024 01.
Artículo en Inglés | MEDLINE | ID: mdl-38272446

RESUMEN

Endoplasmic reticulum (ER) retention of misfolded glycoproteins is mediated by the ER-localized eukaryotic glycoprotein secretion checkpoint, UDP-glucose glycoprotein glucosyl-transferase (UGGT). The enzyme recognizes a misfolded glycoprotein and flags it for ER retention by re-glucosylating one of its N-linked glycans. In the background of a congenital mutation in a secreted glycoprotein gene, UGGT-mediated ER retention can cause rare disease, even if the mutant glycoprotein retains activity ("responsive mutant"). Using confocal laser scanning microscopy, we investigated here the subcellular localization of the human Trop-2-Q118E, E227K and L186P mutants, which cause gelatinous drop-like corneal dystrophy (GDLD). Compared with the wild-type Trop-2, which is correctly localized at the plasma membrane, these Trop-2 mutants are retained in the ER. We studied fluorescent chimeras of the Trop-2 Q118E, E227K and L186P mutants in mammalian cells harboring CRISPR/Cas9-mediated inhibition of the UGGT1 and/or UGGT2 genes. The membrane localization of the Trop-2 Q118E, E227K and L186P mutants was successfully rescued in UGGT1-/- cells. UGGT1 also efficiently reglucosylated Trop-2-Q118E-EYFP in cellula. The study supports the hypothesis that UGGT1 modulation would constitute a novel therapeutic strategy for the treatment of pathological conditions associated to misfolded membrane glycoproteins (whenever the mutation impairs but does not abrogate function), and it encourages the testing of modulators of ER glycoprotein folding quality control as broad-spectrum rescue-of-secretion drugs in rare diseases caused by responsive secreted glycoprotein mutants.


Asunto(s)
Pliegue de Proteína , Enfermedades Raras , Animales , Humanos , Enfermedades Raras/metabolismo , Glicoproteínas/genética , Glicoproteínas/metabolismo , Retículo Endoplásmico/metabolismo , Mutación , Mamíferos/metabolismo , Glucosiltransferasas/metabolismo
17.
EMBO J ; 41(24): e113003, 2022 12 15.
Artículo en Inglés | MEDLINE | ID: mdl-36377534

RESUMEN

Maturation of membrane proteins is complicated by the need to fold in three distinct environments. While much is known about folding in the two aqueous milieus constituted by cytoplasm and ER lumen, our knowledge of the folding, arrangement, and quality control of transmembrane regions within the lipid bilayer, and its facilitation by molecular chaperones, is limited. New work by Bloemeke et al now reveals an expanded role of the ER chaperone calnexin acting within the lipid bilayer in a carbohydrate-independent manner.


Asunto(s)
Membrana Dobles de Lípidos , Gusto , Calnexina/metabolismo , Pliegue de Proteína , Chaperonas Moleculares/metabolismo , Carbohidratos , Proteínas de Unión al Calcio/metabolismo
18.
Genome Res ; 33(7): 1218-1227, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37414575

RESUMEN

A genomic sketch is a small, probabilistic representation of the set of k-mers in a sequencing data set. Sketches are building blocks for large-scale analyses that consider similarities between many pairs of sequences or sequence collections. Although existing tools can easily compare tens of thousands of genomes, data sets can reach millions of sequences and beyond. Popular tools also fail to consider k-mer multiplicities, making them less applicable in quantitative settings. Here, we describe a method called Dashing 2 that builds on the SetSketch data structure. SetSketch is related to HyperLogLog (HLL) but discards use of leading zero count in favor of a truncated logarithm of adjustable base. Unlike HLL, SetSketch can perform multiplicity-aware sketching when combined with the ProbMinHash method. Dashing 2 integrates locality-sensitive hashing to scale all-pairs comparisons to millions of sequences. It achieves superior similarity estimates for the Jaccard coefficient and average nucleotide identity compared with the original Dashing, but in much less time while using the same-sized sketch. Dashing 2 is a free, open source software.


Asunto(s)
Genómica , Programas Informáticos , Genómica/métodos , Genoma , Nucleótidos , Algoritmos , Análisis de Secuencia de ADN/métodos
19.
Nat Methods ; 20(6): 824-835, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-37069271

RESUMEN

BigNeuron is an open community bench-testing platform with the goal of setting open standards for accurate and fast automatic neuron tracing. We gathered a diverse set of image volumes across several species that is representative of the data obtained in many neuroscience laboratories interested in neuron tracing. Here, we report generated gold standard manual annotations for a subset of the available imaging datasets and quantified tracing quality for 35 automatic tracing algorithms. The goal of generating such a hand-curated diverse dataset is to advance the development of tracing algorithms and enable generalizable benchmarking. Together with image quality features, we pooled the data in an interactive web application that enables users and developers to perform principal component analysis, t-distributed stochastic neighbor embedding, correlation and clustering, visualization of imaging and tracing data, and benchmarking of automatic tracing algorithms in user-defined data subsets. The image quality metrics explain most of the variance in the data, followed by neuromorphological features related to neuron size. We observed that diverse algorithms can provide complementary information to obtain accurate results and developed a method to iteratively combine methods and generate consensus reconstructions. The consensus trees obtained provide estimates of the neuron structure ground truth that typically outperform single algorithms in noisy datasets. However, specific algorithms may outperform the consensus tree strategy in specific imaging conditions. Finally, to aid users in predicting the most accurate automatic tracing results without manual annotations for comparison, we used support vector machine regression to predict reconstruction quality given an image volume and a set of automatic tracings.


Asunto(s)
Benchmarking , Microscopía , Microscopía/métodos , Imagenología Tridimensional/métodos , Neuronas/fisiología , Algoritmos
20.
Nature ; 582(7811): 234-239, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32499652

RESUMEN

On average, Peruvian individuals are among the shortest in the world1. Here we show that Native American ancestry is associated with reduced height in an ethnically diverse group of Peruvian individuals, and identify a population-specific, missense variant in the FBN1 gene (E1297G) that is significantly associated with lower height. Each copy of the minor allele (frequency of 4.7%) reduces height by 2.2 cm (4.4 cm in homozygous individuals). To our knowledge, this is the largest effect size known for a common height-associated variant. FBN1 encodes the extracellular matrix protein fibrillin 1, which is a major structural component of microfibrils. We observed less densely packed fibrillin-1-rich microfibrils with irregular edges in the skin of individuals who were homozygous for G1297 compared with individuals who were homozygous for E1297. Moreover, we show that the E1297G locus is under positive selection in non-African populations, and that the E1297 variant shows subtle evidence of positive selection specifically within the Peruvian population. This variant is also significantly more frequent in coastal Peruvian populations than in populations from the Andes or the Amazon, which suggests that short stature might be the result of adaptation to factors that are associated with the coastal environment in Peru.


Asunto(s)
Estatura/genética , Fibrilina-1/genética , Mutación Missense , Selección Genética , Femenino , Frecuencia de los Genes , Estudio de Asociación del Genoma Completo , Herencia , Humanos , Indígenas Sudamericanos/genética , Masculino , Microfibrillas/química , Microfibrillas/genética , Perú
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