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Objective: To assess the efficacy of neoadjuvant treatment with PD-1 (programmed cell death protein 1) inhibitors combined with paclitaxel (albumin-conjugated) and cisplatin (TP regimen) for locally advanced hypopharyngeal squamous cell carcinoma and laryngeal organ function preservation. Methods: Data of 53 patients, including 51 males and 2 females, aged 38-70 years old, who were diagnosed with locally advanced hypopharyngeal squamous carcinoma confirmed by histology and enhanced CT at the Cancer Prevention and Control Center of Sun Yat-sen University during the initial treatment from January 1, 2019 to January 15, 2023, were retrospectively analyzed. All patients received neoadjuvant therapy with PD-1 inhibitors combined with albumin-bound paclitaxel (260 mg/m2) and cisplatin (60 mg/m2) for 3 to 4 cycles. The main outcome measures were larynx dysfunction-free survival (LDFS), overall survival (OS), and progression-free survival (PFS). Survival curves were plotted using the Kaplan-Meier method, and Cox multifactorial analysis was further performed if Cox univariate analysis was statistically significant. Results: The overall efficiency was 90.6% (48/53). The 1-year and 2-year LDFS rates were 83.8% (95%CI: 74.0% to 94.8%) and 50.3% (95%CI: 22.1% to 91.6%), the 1-year and 2-year OS rates were 95.2% (95%CI: 88.9% to 100.0%) and 58.2% (95%CI: 25.6% to 81.8%), and the 1-year and 2-year PFS rates were 83.9% (95%CI: 74.2% to 94.9%) and 53.5% (95%CI: 32.1% to 89.1%). Adverse events associated with the neoadjuvant therapy were mainly myelosuppression (45.3%), gastrointestinal reactions (37.7%) and hypothyroidism (20.8%). Conclusion: The neoadjuvant treatment of locally advanced hypopharyngeal squamous cell carcinoma using PD-1 inhibitors combined with paclitaxel and cisplatin can provide with a higher survival rate with a improved laryngeal organ function preservation rate.
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Protocolos de Quimioterapia Combinada Antineoplásica , Cisplatino , Neoplasias Hipofaríngeas , Terapia Neoadyuvante , Paclitaxel , Humanos , Masculino , Persona de Mediana Edad , Femenino , Cisplatino/uso terapéutico , Paclitaxel/uso terapéutico , Paclitaxel/administración & dosificación , Adulto , Anciano , Neoplasias Hipofaríngeas/terapia , Neoplasias Hipofaríngeas/tratamiento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Estudios Retrospectivos , Albúminas/uso terapéutico , Albúminas/administración & dosificación , Carcinoma de Células Escamosas de Cabeza y Cuello/tratamiento farmacológico , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Carcinoma de Células Escamosas/tratamiento farmacológico , Carcinoma de Células Escamosas/terapia , Carcinoma de Células Escamosas/patología , Receptor de Muerte Celular Programada 1/antagonistas & inhibidoresRESUMEN
Using data samples collected with the BESIII detector operating at the BEPCII storage ring, the cross section of the inclusive process e^{+}e^{-}âη+X, normalized by the total cross section of e^{+}e^{-}âhadrons, is measured at eight center-of-mass energy points from 2.0000 to 3.6710 GeV. These are the first measurements with momentum dependence in this energy region. Our measurement shows a significant discrepancy compared to the existing fragmentation functions. To address this discrepancy, a new QCD analysis is performed at the next-to-next-to-leading order with hadron mass corrections and higher twist effects, which can explain both the established high-energy data and our measurements reasonably well.
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Objective: To investigate the effects and possible mechanisms of caffeic acid phenethyl ester (CAPE) on the replication, amplification, and fibre formation of prions (PrPSc). Methods: The CCK8 assay was used to detect the cell viability of the prion-infected cell model SMB-S15 after CAPE treatment for 3 days and 7 days and the maximum safe concentration of CAPE for SMB-S15 was obtained. The cells were treated with a concentration within a safe range, and the content of PrPSc in the cells before and after CAPE treatment was analyzed by western blot. Protein misfolding cycle amplification (PMCA) and western blot were used to assess changes in PrPSc level in amplification products following CAPE treatment. Real-time-quaking induced conversion assay (RT-QuIC) technology was employed to explore the changes in fibril formation before and after CAPE treatment. The binding affinity between CAPE and murine recombinant full-length prion protein was determined using a molecular interaction assay. Results: CCK8 cell viability assay results demonstrated that treatment with 1 µmol/L CAPE for 3 and 7 days did not exhibit statistically significant differences in cell viability compared to the control group (all P<0.05). However, when the concentration of CAPE exceeded 1 µmol/L, a significant reduction in cell viability was observed in cells treated with CAPE for 3 and 7 days, compared to the control group (all P<0.05). Thus, 1 µmol/L was determined as the maximum safe concentration of CAPE treatment for SMB-S15 cells. The western blot results revealed that treatment with CAPE for both 3 and 7 days led to a detectable reduction in the levels of PrPSc in SMB-S15 cells (all P<0.05). The products of PMCA experiments were assessed using western blot. The findings revealed a significant decrease in the levels of PrPSc (relative grey value) in the PMCA amplification products of adapted-strains SMB-S15, 139A, and ME7 following treatment with CAPE, as compared to the control group (all P<0.05). The RT-QuIC experimental results demonstrated a reduction in fibril formation (as indicated by ThT peak values) in CAPE-treated mouse-adapted strains 139A, ME7, and SMB-S15, as well as in SMB-S15 cells infected with prions. Furthermore, CAPE exhibited varying degrees of inhibition towards different seed fibrils formation, with statistically significant differences observed (all P<0.05). Notably, CAPE exhibited a more pronounced inhibitory effect on ME7 seed fibrils. Molecular interaction analyses demonstrated significant binding between CAPE and murine recombinant prion protein, and the association constant was (2.92±0.41)×10-6 mol/L. Conclusions: CAPE inhibits PrPSc replication, amplification, and fibril formation in vitro possibly due to specific interactions with the prion protein at the molecular level.
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Ácidos Cafeicos , Alcohol Feniletílico , Animales , Ácidos Cafeicos/farmacología , Ratones , Alcohol Feniletílico/análogos & derivados , Alcohol Feniletílico/farmacología , Supervivencia Celular/efectos de los fármacos , Proteínas PrPSc/metabolismo , Priones , Línea Celular , Proteínas Priónicas/metabolismoRESUMEN
To analyze the infection and drug-resistant gene 23S rRNA mutations of mycoplasma pneumoniae (Mp) in hospitalized children aged 0-17 in Ningbo City from 2019 to 2023. Throat swabs were collected from hospitalized children with respiratory tract infections in Ningbo University Affiliated Women and Children's Hospital from 2019 to 2023. They were subjected to real-time fluorescence quantitative polymerase chain reaction detection to analyze Mp infection and drug-resistant gene (23S rRNA) mutations. Intergroup comparisons were made by the Chi-square test or Fisher's exact probability method. A total of 18 968 hospitalized children were included, with a total positive rate of 30.37% (5 760/18 968). The total positive rate of drug-resistant gene mutations was 82.45% (4 749/5 760). The positive rate of Mp in male children was 29.26%, which was lower than that in female children (31.67%, χ2=12.948, P<0.001). The positive rate of Mp drug-resistant gene mutations in male children was 82.52%, which was higher than that in female children(82.37%, χ2=0.021, P=0.885). The positive rates of Mp increased with age (χ2=1 722.21, P<0.001). The positive rates of Mp drug-resistant gene mutations also increased with age (χ2=13.152, P<0.001). In the four seasons, the total positive rate of Mp in summer and autumn was significantly higher than that in winter and spring (χ2=1 085.149, P<0.001). Among them, the Mp positive rates in the summer and autumn of 2019 were as high as 38.26% and 34.49%, while in the summer and autumn of 2020, the Mp positive rates were 2.55% and 1.65%, respectively, which were the lowest in previous years. In the summer and autumn of 2023, the Mp positive rates increased to 47.22% and 51.06%. There was no statistically significant difference in the detection rate of Mp drug-resistant gene mutations among the four seasons. In Conclusion, Mp infection was more prevalent in the summer and autumn in Ningbo city and females and children aged 7-17 were more susceptible. The epidemic of Mp infection in Ningbo occurred in the summer of 2019. After the COVID-19 pandemic in 2020, the positive rate of Mp rapidly decreased and later remained in a low incidence state. After the lifting of restrictive prevention and control measures in 2023, the Mp positive rate returned to an epidemic state. The positive rate of Mp drug-resistant gene (23S rRNA) mutations was relatively high.
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Farmacorresistencia Bacteriana , Mutación , Mycoplasma pneumoniae , Neumonía por Mycoplasma , Humanos , Niño , Lactante , Preescolar , Femenino , Masculino , Mycoplasma pneumoniae/genética , Adolescente , Neumonía por Mycoplasma/epidemiología , Neumonía por Mycoplasma/microbiología , Farmacorresistencia Bacteriana/genética , ARN Ribosómico 23S/genética , Infecciones del Sistema Respiratorio/microbiología , Infecciones del Sistema Respiratorio/epidemiología , Recién Nacido , China/epidemiología , Antibacterianos/farmacología , Antibacterianos/uso terapéuticoAsunto(s)
Atrofia Muscular Espinal , Humanos , Masculino , Femenino , Lactante , Preescolar , Atrofia Muscular Espinal/terapia , Atrofia Muscular Espinal/diagnóstico , Atrofia Muscular Espinal/genética , Atrofia Muscular Espinal/tratamiento farmacológico , Atrofias Musculares Espinales de la Infancia/terapia , Atrofias Musculares Espinales de la Infancia/genética , Atrofias Musculares Espinales de la Infancia/diagnóstico , Atrofias Musculares Espinales de la Infancia/tratamiento farmacológico , Proteína 2 para la Supervivencia de la Neurona Motora/genética , Niño , Exones , OligonucleótidosRESUMEN
Objective: To investigate the clinical efficacy of letrozole combined with gonadotropin-releasing hormone antagonists (GnRH-ant) in patients at high risk of ovarian hyperstimulation syndrome (OHSS) who underwent total embryo freezing after oocyte retrieval. Methods: A retrospective analysis was conducted on 348 female patients who underwent in vitro fertilization/intracytoplasmic sperm injection (IVF/ICSI) at the Reproductive and Genetic Hospital of the First Affiliated Hospital of Zhengzhou University between January and July 2023. Due to their high risk of OHSS, these patients canceled fresh embryo transfer and opted for total embryo freezing. Based on patients' preferences, those who received GnRH-ant and letrozole after oocyte retrieval were categorized as the intervention group (164 cases), while those who did not receive these medications were categorized as the control group (184 cases). The first luteal phase after oocyte retrieval, OHSS grading, ovarian volume, and estradiol (E2) levels were evaluated in both groups. A multivariate logistic regression model was used to analyze factors related to moderate-to-severe OHSS among patients at high risk of OHSS who underwent total embryo freezing after oocyte retrieval. Results: The age of the intervention and control groups was (29.3±3.8) and (29.4±4.1) years, respectively (P=0.821). The duration of the first luteal phase post-oocyte retrieval was shorter in the intervention group [(7.16±1.39) days] compared to that in the control group [(13.88±2.11) days] (P<0.001). The incidences of mild, moderate, and severe OHSS in the intervention group were 75.0% (123 cases), 23.8% (39 cases), and 1.2% (2 cases), respectively, whereas in the control group they were 12.5% (23 cases), 60.9% (112 cases), and 26.6% (49 cases) (P<0.001). E2 levels on the 2nd and 6th days after oocyte retrieval [M(Q1,Q3)] in the intervention group were 1 520.0 (1 213.8, 1 884.8) and 108.5 (45.6, 218.0) ng/L, respectively, which were statistically significantly lower than those in the control group [1 666.0 (508.8, 1 702.0) ng/L] and [1 761.0 (826.0, 2 546.5) ng/L] (P<0.001). The abdominal cavity effusion in the intervention group [M(Q1,Q3)] were 19.5 (0, 30) and 0 mm, statistically significantly less than those in the control group [46.0 (0, 61.0) mm] and [54.5 (0, 69.5) mm] (P<0.001). On the 6th day after oocyte retrieval, the bilateral ovarian volumes in the intervention group were smaller than those in the control group (P<0.001). Multivariate logistic regression analysis indicated that no combined treatment with letrozole and GnRH-ant was a risk factor of moderate to severe OHSS. The risk of developing moderate to severe OHSS in the control group was 35.312 times higher than that in the intervention group (OR=35.312, 95%CI: 17.488-71.300). Conclusions: The administration of letrozole combined with GnRH-ant post-oocyte retrieval in patients at high risk of OHSS can prevent the occurrence of moderate-to-severe OHSS, shorten the first luteal phase, accelerate the reduction of serum E2 levels, and promote the recovery of ovarian volume and absorption of abdominal fluid.
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Fertilización In Vitro , Hormona Liberadora de Gonadotropina , Letrozol , Síndrome de Hiperestimulación Ovárica , Humanos , Femenino , Estudios Retrospectivos , Adulto , Hormona Liberadora de Gonadotropina/antagonistas & inhibidores , Hormona Liberadora de Gonadotropina/análogos & derivados , Criopreservación , Embarazo , Inducción de la Ovulación/métodos , Recuperación del Oocito , Inyecciones de Esperma Intracitoplasmáticas , Índice de Embarazo , Transferencia de Embrión , Antagonistas de Hormonas/uso terapéuticoRESUMEN
AIM: During adolescence, there is a significant surge in height and total body mass of males. Consequently, they simultaneously experience enhancements in their circulatory and respiratory systems, which adapt to these physiological transformations. The purpose of present study was to investigate the developmental changes in male pharyngeal airway from adolescence to adulthood. METHODS: Lateral cephalograms of 192 males were obtained and divided into 5 groups: early adolescence (age 10-13 years), middle adolescence (age 14-17 years), late adolescence (age 18-21 years), early adulthood (age 22-30 years), and middle adulthood (ages 31-50 years). The dimensions of pharyngeal airway spaces and the related anatomical structures were investigated. The one-way analysis of variance and Pearson correlation analysis were employed for statistical analysis. CONCLUSION: During middle adolescence, the pharyngeal airway seems to be nearly completed in males. A significant negative correlation was found between the ANB angle and SPS, TPS, and EPS values.
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BACKGROUND AND AIM: The induction of effective CD8+ T cells is thought to play a critical role in the functional cure of chronic hepatitis B (CHB). Additionally, the use of checkpoint inhibitors is being evaluated to overcome T cell dysfunction during CHB. APPROACH AND RESULTS: A chimpanzee adenoviral vector (ChAdOx1-HBV) and a Modified vaccinia Ankara boost (MVA-HBV) encoding the inactivated polymerase, core, and S region from a consensus genotype C HBV were studied. The trial enrolled 55 patients with virally-suppressed CHB virus infection and HBsAg <4,000 IU/mL Group 1 received MVA-HBV intramuscularly (IM) on Day 0 and 28, Group 2 received ChAdOx1-HBV on Day 0/MVA-HBV on Day 28 (VTP-300), Group 3 received VTP-300 + low-dose nivolumab (LDN) on Day 28, and Group 4 received VTP-300 plus LDN with both injections. VTP-300 alone and in combination with LDN was well tolerated with no treatment-related serious adverse events. Reductions of HBsAg were demonstrated in the VTP-300 group 2: 3 of 18 patients with starting HBsAg < 50 IU/ml had durable log10 declines > 0.7 log10 2 months post last-dose. Group 3 (N=18) had reductions in HBsAg of 0.76 log10 and 0.80 log10 3 (p<0.001) at 2 and 7 months post last dose. Two developed persistent non-detectable HBsAg levels. CD4+ and CD8+ antigen-specific T cell responses were generated and there was a correlation between IFN-y ELISpot response and HBsAg decline in Group 2. CONCLUSIONS: VTP-300 induced CD4+ and CD8+ T cells and lowered HBsAg in a subset of patients with baseline values below 100 IU/ml. The addition of LDN resulted in significant reduction in surface antigen. VTP-300 is a promising immunotherapeutic to move forward alone or in combination therapies. IMPACT AND IMPLICATIONS: The induction of potent, durable CD8+ T cells may be critical to achieving a functional cure in chronic hepatitis B virus infection. A prime-boost immunotherapeutic consisting of an adenoviral-vector encoding hepatitis B antigens followed by a pox virus boost was shown to induce CD8+ T cells and to lower HBsAg in CHB patients, either alone or more impactfully when administered in conjunction with a checkpoint inhibitor. The use of immunotherapeutics CLINTRIALS: NCT047789.
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Metal oxide composites with graphene/graphene oxide have increasingly gained popularity in enhancing the photocatalytic degradation of several existing harmful dyes. Moreover, identifying the role of carbon networks and their interactions in composite formation would assist in the design and development of photocatalysts. In the present study, we investigated the role of carbon networks in improving photocatalytic properties. Electronic structure analysis of cobalt oxide-graphene (C2)/graphene oxide (C3) nanocomposites using XAS suggested possible charge transfer from cobalt oxide nanoparticles to the carbon network during composite formation. The photocatalytic degradation of C3 towards phenol dye (1 × 10-3 M) was >50% and improved the degradation rate with k = 0.231 h-1.In the quest to understand the mechanism unfolding on its surface, in situ XAS under UV-visible irradiation was performed, which shed light on delayed excitonic recombination in the synthesized nanocomposites. This enabled hydroxy radicals (ËOH) to play a preeminent role in the cleavage of the phenol ring and its intermediaries. Based on these observations, a detailed mechanism for charge transfer occurring during nanocomposite formation and the mechanism involved in the enhanced photocatalytic activity of the nanocomposite photocatalyst towards phenol degradation under the influence of UV-visible irradiation are discussed.
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Objective: To investigate the effect of DNA methylation of laminin α3 (LAMA3) on the prognosis of platinum-resistant epithelial ovarian cancer (EOC) and its possible mechanism. Methods: (1) The relationship between DNA methylation of LAMA3 and platinum resistance in EOC was evaluated by bioinformatics. (2) A total of 67 EOC patients treated at Guangxi Medical University Cancer Hospital from January 2000 to December 2012 were selected to detect the levels of LAMA3 DNA methylation in EOC tissues using pyrophosphate sequencing technology to explore its diagnostic efficacy for platinum resistance and prognosis in EOC patients. Furthermore, its impact on chemotherapy efficacy and prognosis of platinum resistant EOC patients were also analyzed. Results: (1) Ten proteins highly interacting with LAMA3 were screened from the Gene Interaction Retrieval Platform (STRING) database, including laminin ß (LAMB) 3, laminin γ (LAMC) 3, integrin α (ITGA) 6, intestine protein ß4 (ITGB4), ITGA3, LAMC1,LAMB2, dystrophin associated glycoprotein 1 (DAG1), LAMB1 and cytochrome P450c17α (COL17A1) protein; kyoto encyclopedia of genes and genomes (KEGG) enrichment analysis showed that LAMA3 and its related interacting proteins participate in the regulation of malignant tumor occurrence and development through signaling pathways such as apoptosis, cell cycle, DNA damage response, epithelial mesenchymal transition (EMT), androgen receptor (AR), estrogen receptor (ER), phosphatidylinositol 3 kinase (PI3K)/protein kinase B (Akt), RAS/mitogen activated protein kinase (MAPK), receptor tyrosine kinase (RTK), tuberous sclerosis protein complex (TSC)/mammalian target of rapamycin (mTOR), and their expression levels were related to the sensitivity of chemotherapy drugs such as cisplatin in EOC. (2) Our clinical data analysis found that the LAMA3 DNA methylation level in EOC tissue of the platinum-sensitive group (35 cases) was 71% (25/35), which was higher than 69% (22/32) in the platinum-resistant group (32 cases), with statistically insignificant difference (χ2=0.057, P=0.811). The area under the curve (AUC) of LAMA3 DNA methylation level for assessing platinum resistance in EOC was 0.601, and the AUC for predicting EOC patient prognosis was 0.686. The chemotherapy efficacy of EOC patients with high methylation of LAMA3 DNA was worse than that of patients with low methylation, 50% (12/24) vs 15/15, with statistically significant difference (χ2=10.833, P=0.001). The level of LAMA3 DNA methylation had a significant impact on the progression free survival and overall survival of EOC patients (both P<0.05). Conclusion: The level of LAMA3 DNA methylation has certain diagnostic and predictive value for platinum resistance and prognosis in EOC patients, which may be closely related to the regulatory mechanism, platinum resistance and prognosis of EOC.
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Carcinoma Epitelial de Ovario , Biología Computacional , Metilación de ADN , Resistencia a Antineoplásicos , Laminina , Neoplasias Ováricas , Humanos , Femenino , Laminina/metabolismo , Laminina/genética , Biología Computacional/métodos , Carcinoma Epitelial de Ovario/genética , Carcinoma Epitelial de Ovario/tratamiento farmacológico , Carcinoma Epitelial de Ovario/patología , Carcinoma Epitelial de Ovario/metabolismo , Pronóstico , Neoplasias Ováricas/genética , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/patología , Neoplasias Ováricas/tratamiento farmacológico , Regulación Neoplásica de la Expresión Génica , Antineoplásicos/uso terapéutico , Antineoplásicos/farmacología , Platino (Metal)/uso terapéutico , Transducción de SeñalRESUMEN
Time series anomaly detection is the process of identifying anomalies within time series data. The primary challenge of this task lies in the necessity for the model to comprehend the characteristics of time-independent and abnormal data patterns. In this study, a novel algorithm called adaptive memory broad learning system (AdaMemBLS) is proposed for time series anomaly detection. This algorithm leverages the rapid inference capabilities of the broad learning algorithm and the memory bank's capacity to differentiate between normal and abnormal data. Furthermore, an incremental algorithm based on multiple data augmentation techniques is introduced and applied to multiple ensemble learners, thereby enhancing the model's effectiveness in learning the characteristics of time series data. To bolster the model's anomaly detection capabilities, a more diverse ensemble approach and a discriminative anomaly score are recommended. Extensive experiments conducted on various real-world datasets demonstrate that the proposed method exhibits superior inference speed and more accurate anomaly detection compared to the existing competitors. A detailed experimental investigation is presented to elucidate the effectiveness of the proposed method and the underlying reasons for its efficacy.
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Histopathological tissue classification is a fundamental task in computational pathology. Deep learning (DL)-based models have achieved superior performance but centralized training suffers from the privacy leakage problem. Federated learning (FL) can safeguard privacy by keeping training samples locally, while existing FL-based frameworks require a large number of well-annotated training samples and numerous rounds of communication which hinder their viability in real-world clinical scenarios. In this article, we propose a lightweight and universal FL framework, named federated deep-broad learning (FedDBL), to achieve superior classification performance with limited training samples and only one-round communication. By simply integrating a pretrained DL feature extractor, a fast and lightweight broad learning inference system with a classical federated aggregation approach, FedDBL can dramatically reduce data dependency and improve communication efficiency. Five-fold cross-validation demonstrates that FedDBL greatly outperforms the competitors with only one-round communication and limited training samples, while it even achieves comparable performance with the ones under multiple-round communications. Furthermore, due to the lightweight design and one-round communication, FedDBL reduces the communication burden from 4.6 GB to only 138.4 KB per client using the ResNet-50 backbone at 50-round training. Extensive experiments also show the scalability of FedDBL on model generalization to the unseen dataset, various client numbers, model personalization and other image modalities. Since no data or deep model sharing across different clients, the privacy issue is well-solved and the model security is guaranteed with no model inversion attack risk. Code is available at https://github.com/tianpeng-deng/FedDBL.
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Objective: To develop a prediction tool for 6-year incident risk of frailty among Chinese older adults aged 65 years or above. Methods: Data from the Chinese Longitudinal Healthy Longevity Survey from 2002 to 2018 was used, including 13 676 older adults aged 65 years or above who were free of frailty at baseline. Key predictors of frailty were identified via the least absolute shrinkage and selection operator (LASSO) method, and were thereafter used to predict the incident frailty based on the Cox proportional hazards regression model. The model was internally validated by 2 000 Bootstrap resamples and evaluated for the performance of discrimination and calibration using the area under the receiver operating characteristic curve (AUC) and calibration curve, respectively. The net benefit of the developed prediction tool was evaluated by decision-curve analysis. Results: The M(Q1, Q3) age and follow-up time of the participants were 81.0 (71.0, 90.0) years and 6.0 (4.1, 9.2) years, respectively. A total of 4 126 older persons (30.2%) were recorded with frailty incidents during the follow-up, with the corresponding incidence density of 41.8/1 000 person-years. A total of 15 key predictors of frailty were selected by LASSO, namely, age, sex, race, education years, meat consumption, tea drinking, performing housework, raising domestic animals, playing cards or mahjong, and baseline status of visual function, activities of the daily living score, instrumental activities of the daily living score, hypertension, heart disease, and self-rated health. The prediction model was internally validated with an AUC of 0.802, with the max Youden's index of 0.467 at a risk threshold of 19.0%. The calibration curve showed high consistency between predicted probabilities and observed proportions of frailty events. The decision curve indicated that higher net benefits could be obtained via the prediction model than did strategies based on intervention in all or none participants for any risk threshold less than 59%, and the model-based net benefit was estimated to be 0.10 at a risk threshold of 19.0%. Conclusions: The herein developed 6-year incident risk prediction model of frailty, based on easily accessible questionnaires and physical examination variables, has good predictive performance. It has application potential in identifying populations at high risk of incident frailty.
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Anciano Frágil , Fragilidad , Humanos , Anciano , Fragilidad/epidemiología , China/epidemiología , Anciano de 80 o más Años , Anciano Frágil/estadística & datos numéricos , Masculino , Femenino , Modelos de Riesgos Proporcionales , Evaluación Geriátrica/métodos , Estudios Longitudinales , Factores de Riesgo , Incidencia , Medición de Riesgo , Curva ROCRESUMEN
The isotope shifts in electron affinities of Pb were measured by Walter et al. [Phys. Rev. A 106, L010801 (2022)] to be -0.002(4) meV for 207-208Pb and -0.003(4) meV for 206-208Pb by scanning the threshold of the photodetachment channel Pb-(S3/2â¦4) - Pb (3P0), while Chen and Ning reported 0.015(25) and -0.050(22) meV for the isotope shifts on the binding energies measured relative to 3P2 using the SEVI method [J. Chem. Phys. 145, 084303 (2016)]. Here we revisited these isotope shifts by using our second-generation SEVI spectrometer and obtained -0.001(15) meV for 207-208Pb and -0.001(14) meV for 206-208Pb, respectively. In order to aid the experiment by theory, we performed the first ab initio theoretical calculations of isotope shifts in electron affinities and binding energies of Pb, as well as the hyperfine structure of 207Pb-, by using the MCDHF and RCI methods. The isotope shifts in electron affinities of 207-208Pb and 206-208Pb are -0.0023(8) and -0.0037(13) meV for the 3P0 channel, respectively, in good agreement with Walter et al.'s measurements. The isotope shifts in binding energies relative to 3P1,2, -0.0015(8) and -0.0026(13) meV for 207-208Pb and 206-208Pb, respectively, are compatible with the present measurements. The hyperfine constant for the ground state of 207Pb- obtained by the present calculations, A(S3/2â¦4)=-1118 MHz, differs by a factor of 3 from the previous estimation by Bresteau et al. [J. Phys. B: At., Mol. Opt. Phys. 52, 065001 (2019)]. The reliability is supported by the good agreement between the theoretical and experimental hyperfine parameters of 209Bi.
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Using (10.087±0.044)×10^{9} J/ψ events collected with the BESIII detector at the BEPCII storage ring, the processes ΛpâΛp and Λ[over ¯]pâΛ[over ¯]p are studied, where the Λ/Λ[over ¯] baryons are produced in the process J/ψâΛΛ[over ¯] and the protons are the hydrogen nuclei in the cooling oil of the beam pipe. Clear signals are observed for the two reactions. The cross sections in -0.9≤cosθ_{Λ/Λ[over ¯]}≤0.9 are measured to be σ(ΛpâΛp)=(12.2±1.6_{stat}±1.1_{syst}) and σ(Λ[over ¯]pâΛ[over ¯]p)=(17.5±2.1_{stat}±1.6_{syst}) mb at the Λ/Λ[over ¯] momentum of 1.074 GeV/c within a range of ±0.017 GeV/c, where the θ_{Λ/Λ[over ¯]} are the scattering angles of the Λ/Λ[over ¯] in the Λp/Λ[over ¯]p rest frames. Furthermore, the differential cross sections of the two reactions are also measured, where there is a slight tendency of forward scattering for ΛpâΛp, and a strong forward peak for Λ[over ¯]pâΛ[over ¯]p. We present an approach to extract the total elastic cross sections by extrapolation. The study of Λ[over ¯]pâΛ[over ¯]p represents the first study of antihyperon-nucleon scattering, and these new measurements will serve as important inputs for the theoretical understanding of the (anti)hyperon-nucleon interaction.
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BACKGROUND: Exposure to ambient air pollution is associated with a significant number of deaths. Much of the evidence associating air pollution with adverse effects is from North American and Europe, partially due to incomplete data in other regions limiting location specific examinations. The aim of the current paper is to leverage satellite derived air quality data to examine the relationship between ambient particulate matter and all-cause and cause-specific mortality in Asia. METHODS: Six cohorts from the Asia Cohort Consortium provided residential information for participants, recruited between 1991 and 2008, across six countries (Bangladesh, India, Iran, Japan, South Korea, and Taiwan). Ambient particulate material (PM2·5) levels for the year of enrolment (or 1998 if enrolled earlier) were assigned utilizing satellite and sensor-based maps. Cox proportional models were used to examine the association between ambient air pollution and all-cause and cause-specific mortality (all cancer, lung cancer, cardiovascular and lung disease). Models were additionally adjusted for urbanicity (representing urban and built characteristics) and stratified by smoking status in secondary analyses. Country-specific findings were pooled via random-effects meta-analysis. FINDINGS: More than 300,000 participants across six cohorts were included, representing more than 4-million-person years. A positive relationship was observed between a 5 µg/m (Dockery et al., 1993) increase in PM2·5 and cardiovascular mortality (HR: 1·06, 95 % CI: 0.99, 1·13). The additional adjustment for urbanicity resulted in increased associations between PM2.5 and mortality outcomes, including all-cause mortality (1·04, 95 % CI: 0·97, 1·11). Results were generally similar regardless of whether one was a current, never, or ex-smoker. INTERPRETATION: Using satellite and remote sensing technology we showed that associations between PM2.5 and all-cause and cause-specific Hazard Ratios estimated are similar to those reported for U.S. and European cohorts. FUNDING: This project was supported by the Health Effects Institute. Grant number #4963-RFA/18-5. Specific funding support for individual cohorts is described in the Acknowledgements.
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Contaminantes Atmosféricos , Contaminación del Aire , Exposición a Riesgos Ambientales , Material Particulado , Humanos , Material Particulado/análisis , Asia , Exposición a Riesgos Ambientales/estadística & datos numéricos , Exposición a Riesgos Ambientales/efectos adversos , Masculino , Estudios de Cohortes , Femenino , Contaminación del Aire/estadística & datos numéricos , Contaminación del Aire/efectos adversos , Contaminantes Atmosféricos/análisis , Persona de Mediana Edad , Adulto , Enfermedades Cardiovasculares/mortalidad , Anciano , Neoplasias/mortalidad , Neoplasias Pulmonares/mortalidad , Enfermedades Pulmonares/mortalidad , Modelos de Riesgos Proporcionales , Causas de MuerteRESUMEN
The broad learning system (BLS) has recently been applied in numerous fields. However, it is mainly a supervised learning system and thus not suitable for specific practical applications with a mixture of labeled and unlabeled data. Despite a manifold regularization-based semi-supervised BLS, its performance still requires improvement, because its assumption is not always applicable. Therefore, this article proposes an incremental-self-training-guided semi-supervised BLS (ISTSS-BLS). Distinctive to traditional self-training, where all unlabeled data are labeled simultaneously, incremental self-training (IST) obtains unlabeled data incrementally from an established sorted list based on the distance between the data and their cluster center. During iterative learning, a small portion of labeled data is first used to train BLS. The system recursively self-updates its structure and meta-parameters using: 1) the double-restricted mechanism and 2) the dynamic neuron-incremental mechanism. The double-restricted mechanism is beneficial to preventing the introduction of incorrect pseudo-labeled samples, and the dynamic neuron-incremental mechanism guides the self-updating of the network structure effectively based on the training accuracy of the labeled data. These strategies guarantee a parsimonious model during the update. Besides, a novel metric, the accuracy-time ratio (A/T), is proposed to evaluate the model's performance comprehensively regarding time and accuracy. In experimental verifications, ISTSS-BLS performs outstandingly on 11 datasets. Specifically, the IST is compared with the traditional one on three scales data, saving up to 52.02% learning time. In addition, ISTSS-BLS is compared with different state-of-the-art alternatives, and all results indicate that it possesses significant advantages in performance.
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OBJECTIVE: To investigate the characteristics of Clostridioides difficile infection (CDI) in patients hospitalized for diarrhea and analyze the risk factors for CDI. METHODS: Stool samples were collected from 306 patients with diarrhea hospitalized in 3 university hospitals in a mid-south city of China from October to December, 2020. C. difficile was isolated by anaerobic culture, and qRT-PCR was used to detect the expressions of toxin A (tcdA) and B (tcdB) genes and the binary toxin genes (cdtA and cdtB). Multilocus sequence typing (MLST) was performed for the isolated strains without contaminating strains as confirmed by 16S rDNA sequencing. Etest strips were used to determine the drug resistance profiles of the isolated strains, and the risk factors of CDI in the patients were analyzed. RESULTS: CDI was detected in 25 (8.17%) out of the 306 patients. All the patients tested positive for tcdA and tcdB but negative for the binary toxin genes. Seven noncontaminated C. difficile strains with 5 ST types were isolated, including 3 ST54 strains and one strain of ST129, ST98, ST53, and ST631 types each, all belonging to clade 1 and sensitive to metronidazole and vancomycin. Hospitalization within the past 6 months (OR= 3.675; 95% CI: 1.405-9.612), use of PPIs (OR=7.107; 95% CI: 2.575-19.613), antibiotics for ≥1 week (OR=7.306; 95% CI: 2.274-23.472), non-steroidal anti-inflammatory drugs (OR=4.754; 95% CI: 1.504-15.031) in the past month, and gastrointestinal disorders (OR=5.050; 95% CI: 1.826-13.968) were all risk factors for CDI in the patients hospitalized for diarrhea. CONCLUSION: The CDI rate remains low in the hospitalized patients with diarrhea in the investigated hospitals, but early precaution measures are recommended when exposure to the risk factors is reported to reduce the risk of CDI in the hospitalized patients.
Asunto(s)
Clostridioides difficile , Infecciones por Clostridium , Diarrea , Hospitales Universitarios , Tipificación de Secuencias Multilocus , Humanos , Diarrea/microbiología , Diarrea/epidemiología , Clostridioides difficile/genética , Clostridioides difficile/aislamiento & purificación , Factores de Riesgo , Infecciones por Clostridium/microbiología , Infecciones por Clostridium/epidemiología , China/epidemiología , Toxinas Bacterianas/genética , Heces/microbiología , Antibacterianos/farmacología , Hospitalización , Proteínas Bacterianas/genética , Enterotoxinas/genética , Masculino , Femenino , Persona de Mediana EdadRESUMEN
BACKGROUND: In Taiwan, sequence type (ST) 239 and ST59 were two major clones among meticillin-resistant Staphylococcus aureus (MRSA) clinical isolates in the past two decades. USA300 (ST8) prevailed in the Americas but not in outside areas. Recently USA300 (ST8) emerged and was increasingly identified in Taiwan; we thus conducted an island-wide study to explore the role of USA300 among MRSA isolates. METHODS: One hundred MRSA bloodstream isolates identified in 2020 from each of the six participating hospitals in Taiwan were collected and characterized. The first 10 ST8 isolates from each hospital were further analysed by whole-genome sequencing. RESULTS: Of the 590 confirmed MRSA isolates, a total of 22 pulsotypes and 21 STs were identified. The strain of pulsotype AI/ST8 was the most common lineage identified, accounting for 187 isolates (31.7%) and dominating in five of six hospitals, followed by pulsotype A/ST239 (14.7%), pulsotype C/ST59 (13.9%) and pulsotype D/ST59 (9.2%). Of the 187 pulsotype AI/ST8 isolates, 184 isolates were characterized as USA300 and clustered in three major sub-pulsotypes, accounting for 78%. Ninety per cent of the 60 ST8 isolates for whole-genome sequencing were clustered in three major clades. CONCLUSIONS: In 2020, USA300 became the most common clone of MRSA in Taiwan, accounting for >30% of MRSA bloodstream isolates island wide. Most of USA300 isolates circulating in Taiwan might have been imported on multiple occasions and evolved into at least three successful local clades. MRSA USA300 has successfully established its role in Taiwan, an area outside of the Americas.