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1.
Cancer ; 2024 Sep 14.
Artículo en Inglés | MEDLINE | ID: mdl-39277798

RESUMEN

The JAK2 V617F mutation is the most common driver gene in myeloproliferative neoplasm (MPN), which means that the JAK/STAT signaling pathway is persistently activated independent of cytokines, and plays an important part in the onset and development of MPN. The JAK inhibitors, although widely used in the clinical practice, are unable to eradicate MPN. Therefore, the unavoidable long-term treatment poses a serious burden for patients with MPN. It is established that the JAK2 V617F mutation, in addition its role in the JAK/STAT pathway, can promote cell proliferation, differentiation, anti-apoptosis, DNA damage accumulation, and other key biologic processes through multiple pathways. Other than that, the JAK2 V617F mutation affects the cardiovascular system through multiple mechanisms. Although JAK inhibitors cannot eradicate MPN cells, the combined use of JAK inhibitors and other drugs may have surprising effects. This requires an in-depth understanding of the mechanism of action of the JAK2 V617F mutation. In this review, the authors explored the role of the JAK2 V617F mutation in MPN from multiple aspects, including the mechanisms of non-JAK/STAT pathways, the regulation of cellular methylation, the induction of cellular DNA damage accumulation, and effects on the cardiovascular system, with the objective of providing valuable insights into multidrug combination therapy for MPN.

2.
Int J Biling Educ Biling ; 27(7): 978-992, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39109353

RESUMEN

Few studies have considered bilingualism's impact on cognitive development within the sociolinguistic and cultural context of the immigrant communities where bilingualism is commonly practiced. In the United States, many Mexican-origin bilingual youth practice their bilingual skills by brokering (i.e., translating/interpreting between languages) for their immigrant parents who have low English proficiency. Meanwhile, these youth may also experience discrimination in their daily life. The present study focuses on Mexican-origin bilingual youth brokers (N=334) in order to examine how discriminatory experiences (i.e., daily and ethnic discrimination) and bilingual brokering experiences captured by profiles are related to cognitive control performance (i.e., attentional control and inhibition). We found no significant direct influence of either bilingual broker profiles or discriminatory experiences on cognitive control. However, the associations between discriminatory experiences and cognitive control performance depended upon brokering experiences. Specifically, greater discrimination was associated with lower cognitive control performance among moderate brokers (with moderate bilingual experiences), but the association was attenuated among efficacious brokers (with positive bilingual experiences). Findings highlight the need to consider the sociolinguistic heterogeneity of both discriminatory experiences and language use when investigating cognitive control performance in bilinguals.

3.
World J Gastrointest Endosc ; 16(6): 318-325, 2024 Jun 16.
Artículo en Inglés | MEDLINE | ID: mdl-38946854

RESUMEN

BACKGROUND: At present, laparoscopic cholecystectomy (LC) is the main surgical treatment for gallstones. But, after gallbladder removal, there are many complications. Therefore, it is hoped to remove stones while preserving the function of the gallbladder, and with the development of endoscopic technology, natural orifice transluminal endoscopic surgery came into being. AIM: To compare the quality of life, perioperative indicators, adverse events after LC and transgastric natural orifice transluminal endoscopic gallbladder-preserving surgery (EGPS) in patients with gallstones. METHODS: Patients who were admitted to The First Affiliated Hospital of Xinjiang Medical University from 2020 to 2022 were retrospectively collected. We adopted propensity score matching (1:1) to compare EGPS and LC patients. RESULTS: A total of 662 cases were collected, of which 589 cases underwent LC, and 73 cases underwent EGPS. Propensity score matching was performed, and 40 patients were included in each of the groups. In the EGPS group, except the gastrointestinal defecation (P = 0.603), the total score, physical well-being, mental well-being, and gastrointestinal digestion were statistically significant compared with the preoperative score after surgery (P < 0.05). In the LC group, except the mental well-being, the total score, physical well-being, gastrointestinal digestion, the gastrointestinal defecation was statistically significant compared with the preoperative score after surgery (P < 0.05). When comparing between groups, gastrointestinal defecation had significantly difference (P = 0.002) between the two groups, there was no statistically significant difference in the total postoperative score and the other three subscales. In the surgery duration, hospital stay and cost, LC group were lower than EGPS group. The recurrence factors of gallstones after EGPS were analyzed: and recurrence was not correlated with gender, age, body mass index, number of stones, and preoperative score. CONCLUSION: Whether EGPS or LC, it can improve the patient's symptoms, and the EGPS has less impact on the patient's defecation. It needed to, prospective, multicenter, long-term follow-up, large-sample related studies to prove.

4.
J Am Coll Health ; : 1-14, 2024 Jul 31.
Artículo en Inglés | MEDLINE | ID: mdl-39083763

RESUMEN

Objective: We generated items to assess COVID-19 changes among Hispanic college students and examined the concurrent and predictive effects of these changes vis-à-vis mental health. Participants: The sample consisted of 559 Hispanic first-year (69% women; age range 18-22; 88.1% U.S.-born; 84% Mexican/Mexican American) attending a public university in Texas. Methods: Students participated in a three-wave longitudinal online survey assessing stressors, COVID-19 changes, anxious and depressive symptoms, hope, and self-esteem. Results: Students experienced negative changes across six life domains as a result of the pandemic-related lockdowns: education; health; relationships; finances; social issues; death/loss. They also reported positive changes during the lockdowns. Negative changes were positively correlated with higher, and positive changes with lower, acculturative and perceived stress. Negative COVID-19 changes predicted lower mental health. Conclusions: Hispanic students experienced both negative and positive COVID-19 changes, which were related to their mental health. Results can guide research and decision-making during future pandemics.

5.
J Ethnopharmacol ; 334: 118506, 2024 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-38964625

RESUMEN

ETHNIC PHARMACOLOGICAL RELEVANCE: Panax ginseng is a traditional Chinese herbal medicine used to treat cardiovascular diseases (CVDs), and it is still widely used to improve the clinical symptoms of various CVDs. However, there is currently a lack of summary and analysis on the mechanism of Panax ginseng exerts its cardiovascular protective effects. This article provides a review of in vivo and in vitro pharmacological studies on Panax ginseng and its active ingredients in reducing CVDs damage. AIM OF THIS REVIEW: This review summarized the latest literature on Panax ginseng and its active ingredients in CVDs research, aiming to have a comprehensive and in-depth understanding of the cardiovascular protection mechanism of Panax ginseng, and to provide new ideas for the treatment of CVDs, as well as to optimize the clinical application of Panax ginseng. METHODS: Enrichment of pathways and biological terms using the traditional Chinese medicine molecular mechanism bioinformatics analysis tool (BATMAN-TCM). The literature search is based on electronic databases such as PubMed, ScienceDirect, Scopus, CNKI, with a search period of 2002-2023. The search terms include Panax ginseng, Panax ginseng ingredients, ginsenosides, ginseng polysaccharides, ginseng glycoproteins, ginseng volatile oil, CVDs, heart, and cardiac. RESULTS: 132 articles were ultimately included in the review. The ingredients in Panax ginseng that manifested cardiovascular protective effects are mainly ginsenosides (especially ginsenoside Rb1). Ginsenosides protected against CVDs such as ischemic reperfusion injury, atherosclerosis and heart failure mainly through improving energy metabolism, inhibiting hyper-autophagy, antioxidant, anti-inflammatory and promoting secretion of exosomes. CONCLUSION: Panax ginseng and its active ingredients have a particularly prominent effect on improving myocardial energy metabolism remodeling in protecting against CVDs. The AMPK and PPAR signaling pathways are the key targets through which Panax ginseng produces multiple mechanisms of cardiovascular protection. Extracellular vesicles and nanoparticles as carriers are potential delivery ways for optimizing the bioavailability of Panax ginseng and its active ingredients.


Asunto(s)
Enfermedades Cardiovasculares , Panax , Panax/química , Humanos , Enfermedades Cardiovasculares/tratamiento farmacológico , Enfermedades Cardiovasculares/prevención & control , Animales , Ginsenósidos/farmacología , Ginsenósidos/química , Medicamentos Herbarios Chinos/farmacología , Medicamentos Herbarios Chinos/uso terapéutico , Medicamentos Herbarios Chinos/química , Cardiotónicos/farmacología , Cardiotónicos/uso terapéutico , Medicina Tradicional China/métodos
6.
Child Dev ; 2024 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-38818954

RESUMEN

This study used a three-wave longitudinal dataset to: identify adjustment profiles of U.S. Mexican-origin adolescents based on their physical, academic, and psychosocial health adjustment; track adjustment profile changes throughout adolescence; and examine the associations between cultural stressors, family obligation, and adjustment profile membership over time. Participants were 604 Mexican-origin adolescents (54% female, Mage = 12.41, SD = 0.97) in Texas (Wave 1: 2012-2015; Wave 2: 2013-2016; Wave 3: 2017-2020). Three concurrent profiles (Well-adjusted, Moderate, and Poorly-adjusted) emerged at each wave, whereas three transition profiles (Improved, Stable well-adjusted, and Overall poorly-adjusted) were identified across three waves. The results suggest that cultural stressors pose risks for Mexican-origin adolescents' adjustment, and family obligation values play a protective role in these associations.

7.
World J Gastrointest Oncol ; 16(4): 1465-1478, 2024 Apr 15.
Artículo en Inglés | MEDLINE | ID: mdl-38660658

RESUMEN

BACKGROUND: Colorectal cancer has a low 5-year survival rate and high mortality. Human ß-defensin-1 (hBD-1) may play an integral function in the innate immune system, contributing to the recognition and destruction of cancer cells. Long non-coding RNAs (lncRNAs) are involved in the process of cell differentiation and growth. AIM: To investigate the effect of hBD-1 on the mammalian target of rapamycin (mTOR) pathway and autophagy in human colon cancer SW620 cells. METHODS: CCK8 assay was utilized for the detection of cell proliferation and determination of the optimal drug concentration. Colony formation assay was employed to assess the effect of hBD-1 on SW620 cell proliferation. Bioinformatics was used to screen potentially biologically significant lncRNAs related to the mTOR pathway. Additionally, p-mTOR (Ser2448), Beclin1, and LC3II/I expression levels in SW620 cells were assessed through Western blot analysis. RESULTS: hBD-1 inhibited the proliferative ability of SW620 cells, as evidenced by the reduction in the colony formation capacity of SW620 cells upon exposure to hBD-1. hBD-1 decreased the expression of p-mTOR (Ser2448) protein and increased the expression of Beclin1 and LC3II/I protein. Furthermore, bioinformatics analysis identified seven lncRNAs (2 upregulated and 5 downregulated) related to the mTOR pathway. The lncRNA TCONS_00014506 was ultimately selected. Following the inhibition of the lncRNA TCONS_00014506, exposure to hBD-1 inhibited p-mTOR (Ser2448) and promoted Beclin1 and LC3II/I protein expression. CONCLUSION: hBD-1 inhibits the mTOR pathway and promotes autophagy by upregulating the expression of the lncRNA TCONS_00014506 in SW620 cells.

8.
Acta Physiol (Oxf) ; 240(1): e14065, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38037846

RESUMEN

Non-alcoholic fatty liver disease (NAFLD) is considered as one of the most common diseases of lipid metabolism disorders, which is closely related to bile acids disorders and gut microbiota disorders. Bile acids are synthesized from cholesterol in the liver, and processed by gut microbiota in intestinal tract, and participate in metabolic regulation through the enterohepatic circulation. Bile acids not only promote the consumption and absorption of intestinal fat but also play an important role in biological metabolic signaling network, affecting fat metabolism and glucose metabolism. Studies have demonstrated that exercise plays an important role in regulating the composition and function of bile acid pool in enterohepatic axis, which maintains the homeostasis of the enterohepatic circulation and the health of the host gut microbiota. Exercise has been recommended by several health guidelines as the first-line intervention for patients with NAFLD. Can exercise alter bile acids through the microbiota in the enterohepatic axis? If so, regulating bile acids through exercise may be a promising treatment strategy for NAFLD. However, the specific mechanisms underlying this potential connection are largely unknown. Therefore, in this review, we tried to review the relationship among NAFLD, physical exercise, bile acids, and gut microbiota through the existing data and literature, highlighting the role of physical exercise in rebalancing bile acid and microbial dysbiosis.


Asunto(s)
Enfermedad del Hígado Graso no Alcohólico , Humanos , Enfermedad del Hígado Graso no Alcohólico/metabolismo , Enfermedad del Hígado Graso no Alcohólico/terapia , Ácidos y Sales Biliares/metabolismo , Hígado/metabolismo , Intestinos , Ejercicio Físico
9.
BioDrugs ; 37(2): 143-180, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36607488

RESUMEN

Over the past 20 years, a variety of potential adjuvants have been studied to enhance the effect of oral vaccines in the intestinal mucosal immune system; however, no licensed adjuvant for clinical application in oral vaccines is available. In this review, we systematically updated the research progress of oral vaccine adjuvants over the past 2 decades, including biogenic adjuvants, non-biogenic adjuvants, and their multi-type composite adjuvant materials, and introduced their immune mechanisms of adjuvanticity, aiming at providing theoretical basis for developing feasible and effective adjuvants for oral vaccines. Based on these insights, we briefly discussed the challenges in the development of oral vaccine adjuvants and prospects for their future development.


Asunto(s)
Adyuvantes de Vacunas , Vacunas , Humanos , Adyuvantes Inmunológicos
10.
Folia Microbiol (Praha) ; 68(3): 395-402, 2023 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-36434260

RESUMEN

The aim of this study was to elucidate the biological functions of the motility regulatory protein CheZ in the probiotic strain Escherichia coli Nissle 1917. A cheZ gene deletion strain Nissle 1917ΔcheZ was constructed using the CRISPR/Cas9 two-plasmid system, and the corresponding complemented strain Nissle 1917ΔcheZ/pBR322-cheZ was established. Combined studies of growth kinetics testing, motility assays, swarming motility assays, and bacterial adherence assays were performed to study the motility regulatory protein CheZ-mediated functions in the prototype Nissle 1917 strain, its isogenic cheZ mutant, and the corresponding complemented strain. The growth rate of the cheZ mutant strain was lower than that of the wild-type strain in the exponential growth phase. The motility of the cheZ mutant strain was significantly lower than that of the wild-type strain. And the adhesion ability of ΔcheZ mutant to the Caco-2 cells was significantly lower than that of the wild-type strain and complemented strain. In conclusion, the results presented in our study suggested that the deletion of the cheZ gene in E. coli Nissle 1917 led to a significant reduction of its swimming ability and a subsequent marked decrease of adhesion to the Caco-2 cells.


Asunto(s)
Escherichia coli , Probióticos , Humanos , Células CACO-2 , Escherichia coli/genética , Natación , Eliminación de Gen
11.
World J Clin Cases ; 10(32): 11980-11986, 2022 Nov 16.
Artículo en Inglés | MEDLINE | ID: mdl-36405254

RESUMEN

BACKGROUND: MLL gene rearrangement is a common genetic abnormality of acute myeloid leukemia (AML), which predicts poor prognosis and is important in clinical diagnosis. MLL rearrangement involves many chromosomes, among which, t(4;11) translocation is rare in AML. The present case was t(4;11) AML, accompanied by a hyperdiploid karyotype. Such cases have not been reported previously. CASE SUMMARY: An adult male with self-reported symptoms of fatigue, febrility and hyperleukocytosis was diagnosed with AML by morphology and confirmed by immunophenotype analysis. Uncommonly, chromosomal and fluorescence in situ hybridization (FISH) analysis showed a hyperdiploid karyotype with t(4;11) translocation and MLL rearrangement, and a negative MLL-AF4 fusion gene result. The patient died of respiratory and circulatory failure 5 days after diagnosis. CONCLUSION: t(4;11) AML with hyperdiploid karyotype has not been reported. In this case, t(4;11) was only detected by karyotype analysis and FISH, suggesting their importance in MLL rearrangement detection.

12.
Cancers (Basel) ; 14(21)2022 Oct 27.
Artículo en Inglés | MEDLINE | ID: mdl-36358710

RESUMEN

Appropriate clinical management of adnexal masses requires a detailed diagnosis. We retrospectively collected ultrasound images of 1559 cases from the first Center of Chinese PLA General Hospital and developed a fully automatic deep learning (DL) model system to diagnose adnexal masses. The DL system contained five models: a detector, a mass segmentor, a papillary segmentor, a type classifier, and a pathological subtype classifier. To test the DL system, 462 cases from another two hospitals were recruited. The DL system identified benign, borderline, and malignant tumors with macro-F1 scores that varied from 0.684 to 0.791, a benefit to preventing both delayed and overextensive treatment. The macro-F1 scores of the pathological subtype classifier to categorize the benign masses varied from 0.714 to 0.831. The detailed classification can inform clinicians of the corresponding complications of each pathological subtype of benign tumors. The distinguishment between borderline and malignant tumors and inflammation from other subtypes of benign tumors need further study. The accuracy and sensitivity of the DL system were comparable to that of the expert and intermediate sonographers and exceeded that of the junior sonographer.

13.
Phytomedicine ; 103: 154185, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35679794

RESUMEN

BACKGROUND: Cardiac hypertrophy (CH) forms the main pathological basis of chronic heart failure (CHF). Mitigating and preventing CH is the key strategy for the treatment of ventricular remodeling in CHF. Yi-Xin-Shu capsule (YXS) has been commonly applied in the clinical treatment of CHF in Asian countries for several decades. However, the underlying mechanism of YXS has not been revealed yet. PURPOSE: To assess the efficiency of YXS in CH and identify its potential therapeutic targets for the managing of CH. METHOD: Ultrasonic cardiogram was used to evaluate the cardiac function of CH rats. Hematein Eosin (HE)-staining, Masson-staining and transmission electron microscope were used to measure the morphological changes, cardiac fibrosis degree and ultrastructure characteristics of cardiomyocytes, respectively. ELISA was used to detect the myocardial injury biomarkers. Then, the potential targets regulated by YXS were screened out via proteomic analysis and mass spectrometry image analysis. Finally, the targets were validated by real-time quantitative (RT-q) PCR, immunofluorescence, immunohistochemistry, and western-blotting methods. RESULTS: YXS improved the cardiac function of CH rats and attenuated the injuries in morphology and subcellular structure of cardiomyocytes. A core protein-protein interaction network was established on differentially expressed proteins (DEP) using proteomics analysis. GATA binding protein 4 (GATA4) was identified as the key target regulated by YXS. The results of mass spectrometry image analysis indicated that the expressions of histone deacetylase 1 (HDAC1) and retinoblastoma (RB) could also be regulated by YXS. Further valuative experiments showed that YXS may attenuate CH by regulating the RB/HDAC1/GATA4 signaling pathway. CONCLUSIONS: For the first time, this study discloses the precise mechanism investigation of the efficacy of YXS against CH. These data demonstrate that YXS may protect against CH by regulating the RB/HDAC1/GATA4 signaling pathway.


Asunto(s)
Insuficiencia Cardíaca , Neoplasias de la Retina , Retinoblastoma , Animales , Cardiomegalia/tratamiento farmacológico , Cardiomegalia/metabolismo , Medicamentos Herbarios Chinos , Factor de Transcripción GATA4/metabolismo , Insuficiencia Cardíaca/tratamiento farmacológico , Insuficiencia Cardíaca/metabolismo , Histona Desacetilasa 1/metabolismo , Espectrometría de Masas , Miocitos Cardíacos/metabolismo , Proteómica , Ratas , Neoplasias de la Retina/metabolismo , Retinoblastoma/metabolismo , Transducción de Señal
14.
Child Dev ; 93(4): 1106-1120, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35397115

RESUMEN

This study examined the associations of language brokering stress intensity and exposure with Mexican-origin youths' cortisol responses when brokering for fathers and mothers, and the moderating role of youths' brokering efficacy in these relations. Participants were 289 adolescents (Mage  = 17.38, SD = .94, 52% girls) in immigrant families. When brokering for mothers, stress exposure was related to flatter (less healthy) same-day diurnal slopes in youth. When brokering for fathers, daily brokering efficacy buffered the detrimental link between stress intensity and youths' same-day cortisol slopes. When brokering for fathers/mothers, stress intensity and exposure were related to flatter (less healthy) next-day diurnal slopes. Although daily brokering stress can relate to youth physiologic functioning, feeling efficacious about brokering may buffer the negative ramifications of stress.


Asunto(s)
Emigrantes e Inmigrantes , Hidrocortisona , Adolescente , Padre , Femenino , Humanos , Lenguaje , Masculino , Madres
15.
Infant Behav Dev ; 66: 101683, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34999429

RESUMEN

A key question in studies of cognitive development is whether bilingual environments impact higher-cognitive functions. Inconclusive evidence in search of a "bilingual cognitive advantage" has sparked debates on the reliability of these findings. Few studies with infants have examined this question, but most of them include small samples. The current study presents evidence from a large sample of 6- and 10-month-old monolingual- and bilingual-exposed infants (N = 152), which includes a longitudinal subset (n = 31), who completed a cueing attentional orienting task. The results suggest bilingual infants showed significant developmental gains in latency performance during the condition that was most cognitively demanding (Incongruent). The results also revealed bilingual infants' performance was associated with their parents' dual-language switching behavior. Taken together, these results provide support that bilingual experiences (i.e., dual-language mixing) influence infants' shifting and orienting of attention.


Asunto(s)
Multilingüismo , Atención , Humanos , Lactante , Lenguaje , Desarrollo del Lenguaje , Reproducibilidad de los Resultados
16.
Child Dev ; 93(1): e87-e102, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34716916

RESUMEN

Adolescent hope can promote the emotional and behavioral well-being of Latinx families. Positive family functioning may foster adolescent hope, whereas cultural stress may compromise adolescent hope and well-being. We examined how adolescent hope changed over time, and whether cultural stress and family functioning predicted emotional and behavioral health via adolescent hope intercept and slope. Recent Latinx immigrant adolescents (Mage  = 14.51) and parents (Mage  = 41.09; N = 302; n = 150 from Los Angeles; n = 152 from Miami) completed measures of above constructs over 3 years (Summer 2010 to Spring 2013). Latent growth curve modeling indicated that adolescent hope increased over time. Higher cultural stress predicted lower initial hope. Higher family functioning predicted higher initial levels of and less steep increase in hope. Increase in hope predicted better emotional and behavioral health. Family functioning predicted better health outcomes by way of hope.


Asunto(s)
Aculturación , Emigrantes e Inmigrantes , Adolescente , Adulto , Hispánicos o Latinos , Humanos , Estudios Longitudinales , Padres
17.
Cogn Res Princ Implic ; 6(1): 70, 2021 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-34731353

RESUMEN

The intergenerational transmission of executive function may be enhanced or interrupted by culturally salient environmental stressors that shape the practice of executive function in the family. Building upon past research, the current study tests whether culturally relevant stressors such as economic stress and foreigner stress have a direct effect on adolescent executive function, as well as whether they modify the intergenerational transmission of mother-child executive function (i.e., working memory, inhibitory control, and shifting) in low-income Mexican immigrant families. The sample consists of 179 Mexican American adolescents (Mage = 17.03 years; SDage = 0.83; 58% females) and their Mexico-born mothers (Mage = 43.25 years; SDage = 5.90). Results show that mothers' perceived economic stress is associated with poor inhibitory control in adolescents. Low levels of mothers' perceived foreigner stress related to a stronger association between mothers' and adolescents' working memory, while high levels of mothers' perceived foreigner stress related to enhanced intergenerational transmission of poor shifting ability. Study findings demonstrate the prominence of perceived foreigner stress as a contextually relevant factor moderating the intergenerational transmission of mother-child executive function in low-income Mexican immigrant families.


Asunto(s)
Emigrantes e Inmigrantes , Madres , Adolescente , Adulto , Niño , Preescolar , Función Ejecutiva , Femenino , Humanos , Lactante , Masculino , Americanos Mexicanos , México
18.
BMC Med Inform Decis Mak ; 21(Suppl 9): 261, 2021 11 16.
Artículo en Inglés | MEDLINE | ID: mdl-34789246

RESUMEN

BACKGROUND: In recent years, with the development of artificial intelligence, the use of deep learning technology for clinical information extraction has become a new trend. Clinical Event Detection (CED) as its subtask has attracted the attention from academia and industry. However, directly applying the advancements in deep learning to CED task often yields unsatisfactory results. The main reasons are due to the following two points: (1) A great number of obscure professional terms in the electronic medical record leads to poor recognition performance of model. (2) The scarcity of datasets required for the task leads to poor model robustness. Therefore, it is urgent to solve these two problems to improve model performance. METHODS: This paper proposes a combining data augmentation and domain information with TENER Model for Clinical Event Detection. RESULTS: We use two evaluation metrics to compare the overall performance of the proposed model with the existing model on the 2012 i2b2 challenge dataset. Experimental results demonstrate that our proposed model achieves the best F1-score of 80.26%, type accuracy of 93% and Span F1-score of 90.33%, and outperforms the state-of-the-art approaches. CONCLUSIONS: This paper proposes a multi-granularity information fusion encoder-decoder framework, which applies the TENER model to the CED task for the first time. It uses the pre-trained language model (BioBERT) to generate word-level features, solving the problem of a great number of obscure professional terms in the electronic medical record lead to poor recognition performance of model. In addition, this paper proposes a new data augmentation method for sequence labeling tasks, solving the problem of the scarcity of datasets required for the task leads to poor model robustness.


Asunto(s)
Inteligencia Artificial , Almacenamiento y Recuperación de la Información , Registros Electrónicos de Salud , Humanos , Lenguaje
19.
J Psychoactive Drugs ; 53(5): 384-393, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34706636

RESUMEN

Although Mexican-origin adolescents experience multiple contextual stressors (e.g., discrimination, economic stress, and foreigner stress) that may result in increased marijuana use, they actively engage in cultural practices (e.g., language brokering) that may protect them from adverse developmental outcomes. Yet, the joint influence of contextual stressors and language brokering on marijuana use has rarely been studied from a developmental perspective. Using a sample of 604 Mexican-origin adolescent brokers (54% female, Mage.Wave1 = 12.41), we examined how stability and change of language brokering-contextual stress (i.e., broker-stress) profiles across three waves are related to adolescent marijuana use. We hypothesized that adolescents with positive brokering experiences and lower contextual stress across three waves (i.e., those in the Stable Protective profile) would be the least likely to use marijuana. For brokering for mothers, the Stable Protective and the Change to Protective groups were less likely than other groups to use marijuana. For brokering for fathers, the Stable Protective group was the least likely to use marijuana and the Change to Protective group was less likely than the Risk at Any Wave group to use marijuana. Interventions could foster brokering-related positive feelings across the course of adolescence to reduce marijuana use among Mexican-origin adolescents.


Asunto(s)
Lenguaje , Uso de la Marihuana , Adolescente , Femenino , Humanos , Masculino , Uso de la Marihuana/epidemiología , Americanos Mexicanos , Relaciones Padres-Hijo , Padres , Traducción
20.
Exp Cell Res ; 407(2): 112809, 2021 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-34487729

RESUMEN

Defensins are highly conserved antimicrobial peptides, which ubiquitously expressed in different species. In addition to the functions in host defense, their aberrant expression have also been documented in cancerous tissue including breast cancer, lung caner and renal carcinoma etc. Whereas, roles of Defensin Alpha 5 (DEFA5) in colon cancer has not been explored. Bioinformatic analysis was used to study the expression of DEFA5 and its correlation with clinical outcomes; Western blot, qPCR, Co-immunoprecipitation, xenograft models were used to the study the molecular mechanism. Decreased expression of DEFA5 at protein level was observed in colon tissues. Colon cancer cell lines proliferation and colony formation capacity were significantly suppressed by DEFA5 overexpression. Moreover, in vivo tumor growth in nude mice was also suppressed by DEFA5 overexpression, suggesting a tumor suppressor role of DEFA5 in colon cancer. Mechanistically, DEFA5 directly binds to the subunits of PI3K complex, thus attenuates the downstream signaling transduction, leads to delayed cell growth and metastasis. Collectively, we concluded that DEFA5 showed an inhibitory effect in colon cancer cell growth and may serve as a potential tumor suppressor in colon cancer.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias del Colon/prevención & control , Regulación Neoplásica de la Expresión Génica , Fosfatidilinositol 3-Quinasas/química , alfa-Defensinas/metabolismo , Animales , Apoptosis , Biomarcadores de Tumor/genética , Movimiento Celular , Proliferación Celular , Neoplasias del Colon/genética , Neoplasias del Colon/metabolismo , Neoplasias del Colon/patología , Femenino , Humanos , Ratones , Ratones Desnudos , Fosfatidilinositol 3-Quinasas/metabolismo , Pronóstico , Tasa de Supervivencia , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto , alfa-Defensinas/genética
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