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1.
Proc Natl Acad Sci U S A ; 119(30): e2202317119, 2022 07 26.
Artículo en Inglés | MEDLINE | ID: mdl-35858438

RESUMEN

We present single-molecule experimental and computational modeling studies investigating the accessibility of human telomeric overhangs of physiologically relevant lengths. We studied 25 different overhangs that contain 4-28 repeats of GGGTTA (G-Tract) sequence and accommodate one to seven tandem G-quadruplex (GQ) structures. Using the FRET-PAINT method, we probed the distribution of accessible sites via a short imager strand, which is complementary to a G-Tract and transiently binds to available sites. We report accessibility patterns that periodically change with overhang length and interpret these patterns in terms of the underlying folding landscape and folding frustration. Overhangs that have [4n]G-Tracts, (12, 16, 20…) demonstrate the broadest accessibility patterns where the peptide nucleic acid probe accesses G-Tracts throughout the overhang. On the other hand, constructs with [4n+2]G-Tracts, (14, 18, 22…) have narrower patterns where the neighborhood of the junction between single- and double-stranded telomeres is most accessible. We interpret these results as the folding frustration being higher in [4n]G-Tract constructs compared to [4n+2]G-Tract constructs. We also developed a computational model that tests the consistency of different folding stabilities and cooperativities between neighboring GQs with the observed accessibility patterns. Our experimental and computational studies suggest the neighborhood of the junction between single- and double-stranded telomeres is least stable and most accessible, which is significant as this is a potential site where the connection between POT1/TPP1 (bound to single-stranded telomere) and other shelterin proteins (localized on double-stranded telomere) is established.


Asunto(s)
Complejo Shelterina , Proteínas de Unión a Telómeros , Telómero , ADN/química , ADN/metabolismo , G-Cuádruplex , Humanos , Complejo Shelterina/genética , Complejo Shelterina/metabolismo , Imagen Individual de Molécula , Secuencias Repetidas en Tándem , Telómero/genética , Telómero/metabolismo , Proteínas de Unión a Telómeros/metabolismo
2.
Nucleic Acids Res ; 50(22): 12885-12895, 2022 12 09.
Artículo en Inglés | MEDLINE | ID: mdl-36511858

RESUMEN

Telomeres terminate with a 50-300 bases long single-stranded G-rich overhang, which can be misrecognized as a DNA damage repair site. Shelterin plays critical roles in maintaining and protecting telomere ends by regulating access of various physiological agents to telomeric DNA, but the underlying mechanism is not well understood. Here, we measure how shelterin affects the accessibility of long telomeric overhangs by monitoring transient binding events of a short complementary peptide nucleic acid (PNA) probe using FRET-PAINT in vitro. We observed that the POT1 subunit of shelterin reduces the accessibility of the PNA probe by ∼2.5-fold, indicating that POT1 effectively binds to and protects otherwise exposed telomeric sequences. In comparison, a four-component shelterin stabilizes POT1 binding to the overhang by tethering POT1 to the double-stranded telomeric DNA and reduces the accessibility of telomeric overhangs by ∼5-fold. This enhanced protection suggests shelterin restructures the junction between single and double-stranded telomere, which is otherwise the most accessible part of the telomeric overhang.


Asunto(s)
Complejo Shelterina , Telómero , ADN/metabolismo , Complejo Shelterina/metabolismo , Telómero/genética , Telómero/metabolismo , Proteínas de Unión a Telómeros/metabolismo
3.
J Cell Sci ; 133(10)2020 05 27.
Artículo en Inglés | MEDLINE | ID: mdl-32317397

RESUMEN

A large fraction of epigenetically silent heterochromatin is anchored to the nuclear periphery via 'tethering proteins' that function to bridge heterochromatin and the nuclear membrane or nuclear lamina. We previously identified a human tethering protein, PRR14, that binds heterochromatin through an N-terminal domain, but the mechanism and regulation of nuclear lamina association remained to be investigated. Here we identify an evolutionarily conserved PRR14 nuclear lamina binding domain (LBD) that is both necessary and sufficient for positioning of PRR14 at the nuclear lamina. We show that PRR14 associates dynamically with the nuclear lamina, and provide evidence that such dynamics are regulated through phosphorylation and dephosphorylation of the LBD. Furthermore, we identify a PP2A phosphatase recognition motif within the evolutionarily conserved C-terminal Tantalus domain of PRR14. Disruption of this motif affects PRR14 localization to the nuclear lamina. The overall findings demonstrate a heterochromatin anchoring mechanism whereby the PRR14 tether simultaneously binds heterochromatin and the nuclear lamina through two separable modular domains. Our findings also describe an optimal PRR14 LBD fragment that could be used for efficient targeting of fusion proteins to the nuclear lamina.


Asunto(s)
Heterocromatina , Lámina Nuclear , Núcleo Celular/metabolismo , Proteínas Cromosómicas no Histona/metabolismo , Heterocromatina/genética , Heterocromatina/metabolismo , Humanos , Membrana Nuclear/genética , Membrana Nuclear/metabolismo , Lámina Nuclear/genética , Lámina Nuclear/metabolismo , Fosforilación
4.
Reproduction ; 162(2): 129-139, 2021 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-34085951

RESUMEN

Cilia are evolutionarily conserved microtubule-based structures that perform diverse biological functions. Cilia are assembled on basal bodies and anchored to the plasma membrane via distal appendages. In the male reproductive tract, multicilia in efferent ducts (EDs) move in a whip-like motion to prevent sperm agglutination. Previously, we demonstrated that the distal appendage protein CEP164 recruits Chibby1 (Cby1) to basal bodies to facilitate basal body docking and ciliogenesis. Mice lacking CEP164 in multiciliated cells (MCCs) (FoxJ1-Cre;CEP164fl/fl) show a significant loss of multicilia in the trachea, oviduct, and ependyma. In addition, we observed male sterility; however, the precise role of CEP164 in male fertility remained unknown. Here, we report that the seminiferous tubules and rete testis of FoxJ1-Cre;CEP164fl/fl mice exhibit substantial dilation, indicative of dysfunctional multicilia in the EDs. We found that multicilia were hardly detectable in the EDs of FoxJ1-Cre;CEP164fl/fl mice although FoxJ1-positive immature cells were present. Sperm aggregation and agglutination were commonly noticeable in the lumen of the seminiferous tubules and EDs of FoxJ1-Cre;CEP164fl/fl mice. In FoxJ1-Cre;CEP164fl/fl mice, the apical localization of Cby1 and the transition zone marker NPHP1 was severely diminished, suggesting basal body docking defects. TEM analysis of EDs further confirmed basal body accumulation in the cytoplasm of MCCs. Collectively, we conclude that male infertility in FoxJ1-Cre;CEP164fl/fl mice is caused by sperm agglutination and obstruction of EDs due to loss of multicilia. Our study, therefore, unravels an essential role of the distal appendage protein CEP164 in male fertility.


Asunto(s)
Diferenciación Celular , Cilios/patología , Epidídimo/patología , Células Epiteliales/patología , Infertilidad Masculina/patología , Proteínas de Microtúbulos/fisiología , Túbulos Seminíferos/patología , Animales , Cilios/metabolismo , Epidídimo/metabolismo , Células Epiteliales/metabolismo , Infertilidad Masculina/etiología , Masculino , Ratones , Ratones Noqueados , Túbulos Seminíferos/metabolismo
5.
Nucleic Acids Res ; 47(7): 3295-3305, 2019 04 23.
Artículo en Inglés | MEDLINE | ID: mdl-30820532

RESUMEN

To modulate biological functions, G-quadruplexes in genome are often non-specifically targeted by small molecules. Here, specificity is increased by targeting both G-quadruplex and its flanking duplex DNA in a naturally occurring dsDNA-ssDNA telomere interface using polyamide (PA) and pyridostatin (PDS) conjugates (PA-PDS). We innovated a single-molecule assay in which dissociation constant (Kd) of the conjugate can be separately evaluated from the binding of either PA or PDS. We found Kd of 0.8 nM for PA-PDS, which is much lower than PDS (Kd ∼ 450 nM) or PA (Kd ∼ 35 nM). Functional assays further indicated that the PA-PDS conjugate stopped the replication of a DNA polymerase more efficiently than PA or PDS. Our results not only established a new method to dissect multivalent binding into actions of individual monovalent components, they also demonstrated a strong and specific G-quadruplex targeting strategy by conjugating highly specific duplex-binding molecules with potent quadruplex ligands.


Asunto(s)
Aminoquinolinas/química , Nylons/química , Ácidos Picolínicos/química , Telómero/química , Secuencia de Bases , ADN/síntesis química , ADN/química , ADN/metabolismo , Humanos , Especificidad por Sustrato , Telómero/metabolismo
6.
Biochemistry ; 57(51): 6946-6955, 2018 12 26.
Artículo en Inglés | MEDLINE | ID: mdl-30480434

RESUMEN

G-Quadruplexes formed in the 3' telomere overhang (∼200 nucleotides) have been shown to regulate biological functions of human telomeres. The mechanism governing the population pattern of multiple telomeric G-quadruplexes is yet to be elucidated inside the telomeric overhang in a time window shorter than thermodynamic equilibrium. Using a single-molecule force ramping assay, we quantified G-quadruplex populations in telomere overhangs over a full physiological range of 99-291 nucleotides. We found that G-quadruplexes randomly form in these overhangs within seconds, which leads to a population governed by a kinetic, rather than a thermodynamic, folding pattern. The kinetic folding gives rise to vacant G-tracts between G-quadruplexes. By targeting these vacant G-tracts using complementary DNA fragments, we demonstrated that binding to the telomeric G-quadruplexes becomes more efficient and specific for telomestatin derivatives.


Asunto(s)
G-Cuádruplex , Telómero/química , Telómero/metabolismo , Secuencia de Bases , ADN Cruciforme/química , ADN Cruciforme/genética , ADN Cruciforme/metabolismo , Humanos , Cinética , Modelos Moleculares , Conformación de Ácido Nucleico , Imagen Individual de Molécula , Telómero/genética , Termodinámica
7.
Chemphyschem ; 19(20): 2627-2634, 2018 10 19.
Artículo en Inglés | MEDLINE | ID: mdl-29992736

RESUMEN

Unlike short-range chemical bonds that maintain chemical properties of a biological molecule, long-range mechanical interactions determine mechanochemical properties of molecules. Limited by experimental approaches, however, direct quantification of such mechanical interactions is challenging. Using magneto-optical tweezers, herein we found torque can change the topology and mechanochemical property of DNA cruciform, a naturally occurring structure consisting of two opposing hairpin arms. Both mechanical and thermodynamic stabilities of DNA cruciforms increase with positive torque, which have been attributed to the topological coupling between DNA template and the cruciform. The coupling exists simultaneously in both arms of a cruciform, which coordinates the folding and unfolding of the cruciform, leading to a mechanical cooperativity not observed previously. As DNA torque readily varies during transcriptions, our finding suggests that DNA cruciforms can modulate transcriptions by adjusting their properties according to the torque.


Asunto(s)
ADN/química , Conformación de Ácido Nucleico , ADN/genética , Cinética , Pinzas Ópticas , Termodinámica
8.
Catheter Cardiovasc Interv ; 92(2): 358-363, 2018 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-29536655

RESUMEN

OBJECTIVE: To assess feasibility, safety, and patient satisfaction of same-day discharge (SD) following peripheral arterial interventions. BACKGROUND: Although diagnostic angiography is routinely performed as a same-day procedure, same-day percutaneous trans-luminal angioplasty is less common. Because there is very low incidence of peri-procedural complications after 4 hr, discharge after this window is possible provided the patient is able to ambulate and has necessary social support. To-date, safety and patient satisfaction related to SD has not been studied systematically in this population. METHOD: After providing informed consent, patients undergoing out-patient peripheral arterial interventions in a single institution between 2011 and 2015 were randomized to usual care (overnight stay, OS) or SD following successful interventions. Patient satisfaction, complications, and readmission status was ascertained by blinded telephone interviewers at 48-72 hr and 10 days post-procedure. RESULTS: A total of 24 patients consented. Of these, 5 (21.7%) failed screening, leaving 19 patients for randomization to control (n = 10) and experimental group (n = 9) conditions. The SD group experienced zero complications, however their Likert scale rating scores were significantly lower than OS for perceived level of safety (P = 0.02) and likelihood of having the procedure again (P = 0.004). CONCLUSION: This small, single-center randomized study found that among carefully selected peripheral arterial interventions, SD may be feasible and safe. However, patient satisfaction and perceived safety were significantly lower among SD compared to the OS condition. Larger prospective studies are warranted to confirm these findings.


Asunto(s)
Atención Ambulatoria/métodos , Cateterismo Periférico/métodos , Alta del Paciente , Satisfacción del Paciente , Anciano , Cateterismo Periférico/efectos adversos , Estudios de Factibilidad , Femenino , Humanos , Tiempo de Internación , Masculino , Massachusetts , Persona de Mediana Edad , Readmisión del Paciente , Seguridad del Paciente , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo , Resultado del Tratamiento
10.
Heliyon ; 10(1): e23457, 2024 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-38192768

RESUMEN

Given the advances in technology, Fintech is an invaluable tool which allows unbanked people to access financial services when social, cultural, economic and technological factors affect their user intentions (UI). Despite the great importance of the role of social and facilitating influences in the adoption of Fintech services, little research has been conducted on how and what influences affect Fintech user intention (FUI) and whether there is a gender gap in FUI. Therefore, this study aims to help formulate effective Fintech policies and close the gender gap by investigating the role of social and facilitating influences and sociodemographic variables in FUI. The study sample comprised 237 participants, and the data were collected through interviews with the use of a structured questionnaire in Chattogram, Bangladesh. The collected data were analysed employing exploratory factor analysis and an ordered logistic regression model. The study also examined the Fintech gender gap by applying the Blinder Oaxaca decomposition model. The results reveal that image, compatibility and the experiences of Fintech use are the positive and significant predictors of FUI, with the perceived social norm for adopting Fintech being non-informative for users. There is a significant interaction between user compatibility and experience of use in relation to Fintech. Interestingly, perceived behavioural control negatively influenced females to adopt Fintech. Furthermore, the study found a gender gap in FUI. The findings have managerial implications.

11.
bioRxiv ; 2024 Mar 17.
Artículo en Inglés | MEDLINE | ID: mdl-38559215

RESUMEN

Putative G-quadruplex forming sequences (PQS) have been identified in promoter sequences of prominent genes that are implicated among others in cancer and neurological disorders. We explored mechanistic aspects of CRISPR-dCas9-mediated gene expression regulation, which is transient and sequence specific unlike alternative approaches that lack such specificity or create permanent mutations, using the PQS in tyrosine hydroxylase (TH) and c-Myc promoters as model systems. We performed in vitro ensemble and single molecule investigations to study whether G-quadruplex (GQ) structures or dCas9 impede T7 RNA polymerase (RNAP) elongation process and whether orientation of these factors is significant. Our results demonstrate that dCas9 is more likely to block RNAP progression when the non-template strand is targeted. While the GQ in TH promoter was effectively destabilized when the dCas9 target site partially overlapped with the PQS, the c-Myc GQ remained folded and stalled RNAP elongation. We also determined that a minimum separation between the transcription start site and the dCas9 target site is required for effective stalling of RNAP by dCas9. Our study provides significant insights about the factors that impact dCas9-mediated transcription regulation when dCas9 targets the vicinity of sequences that form secondary structures and provides practical guidelines for designing guide RNA sequences.

12.
J Cell Biol ; 223(3)2024 03 04.
Artículo en Inglés | MEDLINE | ID: mdl-38197861

RESUMEN

Proper compartmentalization of the sperm flagellum is essential for fertility. The annulus is a septin-based ring that demarcates the midpiece (MP) and the principal piece (PP). It is assembled at the flagellar base, migrates caudally, and halts upon arriving at the PP. However, the mechanisms governing annulus positioning remain unknown. We report that a Chibby3 (Cby3)/Cby1-interacting BAR domain-containing 1 (ciBAR1) complex is required for this process. Ablation of either gene in mice results in male fertility defects, caused by kinked sperm flagella with the annulus mispositioned in the PP. Cby3 and ciBAR1 interact and colocalize to the annulus near the curved membrane invagination at the flagellar pocket. In the absence of Cby3, periannular membranes appear to be deformed, allowing the annulus to migrate over the fibrous sheath into the PP. Collectively, our results suggest that the Cby3/ciBAR1 complex regulates local membrane properties to position the annulus at the MP/PP junction.


Asunto(s)
Proteínas Portadoras , Proteínas Nucleares , Semen , Cola del Espermatozoide , Espermatogénesis , Animales , Masculino , Ratones , Cilios , Citoesqueleto , Espermatogénesis/genética , Proteínas Nucleares/genética , Proteínas Portadoras/genética
13.
Neural Comput Appl ; 35(18): 13503-13527, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37213320

RESUMEN

Covid text identification (CTI) is a crucial research concern in natural language processing (NLP). Social and electronic media are simultaneously adding a large volume of Covid-affiliated text on the World Wide Web due to the effortless access to the Internet, electronic gadgets and the Covid outbreak. Most of these texts are uninformative and contain misinformation, disinformation and malinformation that create an infodemic. Thus, Covid text identification is essential for controlling societal distrust and panic. Though very little Covid-related research (such as Covid disinformation, misinformation and fake news) has been reported in high-resource languages (e.g. English), CTI in low-resource languages (like Bengali) is in the preliminary stage to date. However, automatic CTI in Bengali text is challenging due to the deficit of benchmark corpora, complex linguistic constructs, immense verb inflexions and scarcity of NLP tools. On the other hand, the manual processing of Bengali Covid texts is arduous and costly due to their messy or unstructured forms. This research proposes a deep learning-based network (CovTiNet) to identify Covid text in Bengali. The CovTiNet incorporates an attention-based position embedding feature fusion for text-to-feature representation and attention-based CNN for Covid text identification. Experimental results show that the proposed CovTiNet achieved the highest accuracy of 96.61±.001% on the developed dataset (BCovC) compared to the other methods and baselines (i.e. BERT-M, IndicBERT, ELECTRA-Bengali, DistilBERT-M, BiLSTM, DCNN, CNN, LSTM, VDCNN and ACNN).

14.
ACS Chem Biol ; 17(7): 1723-1732, 2022 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-35687865

RESUMEN

Piwi-interacting RNAs (piRNAs) are a group of small noncoding RNA molecules that regulate the activity of transposons and control gene expression. The cellular concentration of RNAs is generally maintained by their rates of biogenesis and degradation. Although the biogenesis pathways of piRNAs have been well defined, their degradation mechanism is still unknown. Here, we show that degradation of human piRNAs is mostly dependent on the 5'-3' exoribonuclease pathway. The presence of 3'-end 2'-O-methylation in piRNAs significantly reduced their degradation through the exosome-mediated decay pathway. The accumulation of piRNAs in XRN1 and XRN2 exoribonuclease-depleted cells further supports the 5'-3' exoribonuclease-mediated decay of piRNAs. Moreover, formation of stable secondary structures in piRNAs slows the rate of XRN1-mediated degradation. Our findings establish a framework for the piRNA degradation mechanism in cells and thus provide crucial information about how the basal level concentration of piRNAs is maintained in cells.


Asunto(s)
Exorribonucleasas , Estabilidad del ARN , ARN Interferente Pequeño , Proteínas Argonautas/metabolismo , Exorribonucleasas/metabolismo , Humanos , ARN Interferente Pequeño/genética , ARN Interferente Pequeño/metabolismo
15.
Foods ; 11(12)2022 Jun 07.
Artículo en Inglés | MEDLINE | ID: mdl-35741871

RESUMEN

Due to importing food and the perpetual changes from conventional wet markets to supermarkets in emerging markets, consumers have the opportunity to base their buying decisions on traceability systems. Seafood traceability systems involve information on production mode, inspection notes, sustainable sources, and sources of origin to provide consumer protection and help ensure that all seafood is safe to consume. This study aims to explore seafood markets by assessing the demand for traceability information attributes by utilising data from an experimental survey in an emerging market such as Bangladesh. The data were analysed using descriptive statistics, exploratory factor analysis, and a conditional logit model. The results demonstrate that consumers are concerned regarding vitamins, cholesterol, and preservatives, while they are little concerned about microbiological contamination, pesticide residues, genetic modification, and additives or artificial colours. The difference between the mean willingness to pay (WTP) for traditional and sustainable farmed fish is higher than that between the mean WTP for conventional and sustainable wild fish. In a ranked-choice voting system, the 'production mode' and 'claim of safety control (e.g., being formalin-free)' were the first and second most influential attributes in fish choices. The outcomes of the econometric model revealed that consumers are more likely to prefer traceability information about fish control (e.g., formalin-free), and they want to pay a price premium for this information. Alternatively, consumers are less likely to prefer farmed and imported fish, and their WTP for these fishes are highly inflated. This finding may be because consumers use wild and local origin as a cue for food safety or quality. This study hopes that the effects of such traceability information will optimise the production process and supply chain and help make seafood recall management more effective.

16.
Biomolecules ; 12(2)2022 02 16.
Artículo en Inglés | MEDLINE | ID: mdl-35204814

RESUMEN

G-quadruplexes (GQs) are secondary nucleic acid structures that play regulatory roles in various cellular processes. G-quadruplex-forming sequences present within the 5' UTR of mRNAs can function not only as repressors of translation but also as elements required for optimum function. Based upon previous reports, the majority of the 5' UTR GQ structures inhibit translation, presumably by blocking the ribosome scanning process that is essential for detection of the initiation codon. However, there are certain mRNAs containing GQs that have been identified as positive regulators of translation, as they are needed for translation initiation. While most cellular mRNAs utilize the 5' cap structure to undergo cap-dependent translation initiation, many rely on cap-independent translation under certain conditions in which the cap-dependent initiation mechanism is not viable or slowed down, for example, during development, under stress and in many diseases. Cap-independent translation mainly occurs via Internal Ribosomal Entry Sites (IRESs) that are located in the 5' UTR of mRNAs and are equipped with structural features that can recruit the ribosome or other factors to initiate translation without the need for a 5' cap. In this review, we will focus only on the role of RNA GQs present in the 5' UTR of mRNAs, where they play a critical role in translation initiation, and discuss the potential mechanism of this phenomenon, which is yet to be fully delineated.


Asunto(s)
G-Cuádruplex , Regiones no Traducidas 5' , Sitios Internos de Entrada al Ribosoma/genética , Biosíntesis de Proteínas , ARN Mensajero/metabolismo , Ribosomas/genética , Ribosomas/metabolismo
17.
Cells ; 11(3)2022 01 20.
Artículo en Inglés | MEDLINE | ID: mdl-35159149

RESUMEN

Cilia are microtubule-based hair-like organelles on the cell surface. Cilia have been implicated in various biological processes ranging from mechanosensation to fluid movement. Ciliary dysfunction leads to a plethora of human diseases, known as ciliopathies. Although non-motile primary cilia are ubiquitous, motile multicilia are found in restricted locations of the body, such as the respiratory tract, the oviduct, the efferent duct, and the brain ventricles. Multicilia beat in a whip-like motion to generate fluid flow over the apical surface of an epithelium. The concerted ciliary motion provides the driving force critical for clearing airway mucus and debris, transporting ova from the ovary to the uterus, maintaining sperm in suspension, and circulating cerebrospinal fluid in the brain. In the male reproductive tract, multiciliated cells (MCCs) were first described in the mid-1800s, but their importance in male fertility remained elusive until recently. MCCs exist in the efferent ducts, which are small, highly convoluted tubules that connect the testis to the epididymis and play an essential role in male fertility. In this review, we will introduce multiciliogenesis, discuss mouse models of male infertility with defective multicilia, and summarize our current knowledge on the biological function of multicilia in the male reproductive tract.


Asunto(s)
Epidídimo , Infertilidad Masculina , Animales , Epidídimo/metabolismo , Femenino , Fertilidad , Infertilidad Masculina/metabolismo , Masculino , Ratones , Espermatozoides , Testículo/metabolismo
18.
SN Comput Sci ; 3(2): 135, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35072102

RESUMEN

Emotion classification in text has growing interest among NLP experts due to the enormous availability of people's emotions and its emergence on various Web 2.0 applications/services. Emotion classification in the Bengali texts is also gradually being considered as an important task for sports, e-commerce, entertainments, and security applications. However, It is a very critical task to develop an automatic emotion classification system for low-resource languages such as, Bengali. Scarcity of resources and deficiency of benchmark corpora make the task more complicated. Thus, the development of a benchmark corpus is the prerequisite to develop an emotion classifier for Bengali texts. This paper describes the development of an emotional corpus (hereafter called 'BEmoC') for classifying six emotions in Bengali texts. The corpus development process consists of four key steps: data crawling, pre-processing, labelling, and verification. A total of 7000 texts are labelled into six basic emotion categories such as anger, fear, surprise, sadness, joy, and disgust, respectively. Dataset evaluation with 0.969 Cohen's κ score indicates the close agreement between the corpus annotators and the expert. The analysis of evaluation also represents that the distribution of emotion words obeys Zipf's law. Moreover, the results of BEmoC analysis shown in terms of coding reliability, emotion density, and most frequent emotion words, respectively.

19.
Polymers (Basel) ; 14(8)2022 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-35458312

RESUMEN

Polyhemiaminal (PHA) polymers are a new class of thermosetting polymers that have recently gained attention owing to their high mechanical strength and excellent recycling behavior. However, low thermal stability is a common issue in PHA polymers due to the thermally labile crosslinked knots. Herein, crosslinked PHA polymer composites were synthesized by reacting formaldehyde with a precursor solution of 4,4'-oxydianiline (ODA) and cyclodextrins (CDs) (α-, ß-, and γ-). The material obtained under optimal conditions (ODA:CD molar ratio of 1:0.5, 37% aqueous solution of formaldehyde (formalin)) exhibited good film formability and high thermal stability with two characteristic decomposition phenomena and a high char yield. The early decomposition of CDs and char formation led to high thermal stability. Time-resolved NMR analysis was conducted to study hemiaminal bond formation via a condensation reaction between ODA and formaldehyde. Furthermore, PHA matrix formation was confirmed by the dissolution of the deposited CD layer in a solution of N-methyl-2-pyrrolidinone containing 8-9 wt.% LiBr at 80 °C and FTIR analysis. Based on the elemental analysis results, PHA network formation was confirmed by considering a single unit of the PHA network with CD composition, including the solvent and water.

20.
J Immunol Res ; 2022: 6061746, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35528618

RESUMEN

In paradox to critical functions for T-cell selection and self-tolerance, the thymus undergoes profound age-associated atrophy and loss of T-cell function, further enhanced by cancer therapies. Identifying thymic epithelial progenitor populations capable of forming functional thymic tissue will be critical in understanding thymic epithelial cell (TEC) ontogeny and designing strategies to reverse involution. We identified a new population of progenitor cells, present in both the thymus and bone marrow (BM) of mice, that coexpress the hematopoietic marker CD45 and the definitive thymic epithelial marker EpCAM and maintain the capacity to form functional thymic tissue. Confocal analysis and qRT-PCR of sorted cells from both BM and thymus confirmed coexpression of CD45 and EpCAM. Grafting of C57BL/6 fetal thymi under the kidney capsule of H2BGFP transgenic mice revealed that peripheral CD45+ EpCAM+ GFP-expressing cells migrate into the developing thymus and contribute to both TECs and FSP1-expressing thymic stroma. Sorted BM-derived CD45+ EpCAM+ cells contribute to reaggregate thymic organ cultures (RTOCs) and differentiate into keratin and FoxN1-expressing TECs, demonstrating that BM cells can contribute to the maintenance of TEC microenvironments previously thought to be derived solely from endoderm. BM-derived CD45+ EpCAM+ cells represent a new source of progenitor cells that contribute to thymic homeostasis. Future studies will characterize the contribution of BM-derived CD45+ EpCAM+ TEC progenitors to distinct functional TEC microenvironments in both the steady-state thymus and under conditions of demand. Cell therapies utilizing this population may help counteract thymic involution in cancer patients.


Asunto(s)
Médula Ósea , Células Epiteliales , Animales , Molécula de Adhesión Celular Epitelial/genética , Humanos , Ratones , Ratones Endogámicos C57BL , Células Madre , Timo
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