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3D facial imaging:a novel approach for metabolic abnormalities risk profiling
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作者 Qianqian Peng Yam Ki Cheung +8 位作者 Yu Liu Yiyang Wang Jingze Tan Yajun Yang Jiucun Wang Jing-Dong J.Han Li Jin Fan Liu Sijia Wang 《Science China(Life Sciences)》 2025年第6期1786-1800,共15页
The human face harbors a rich tapestry of complex phenotypic information spanning genetic,environmental,and physiological dimensions.While facial images excel in diagnosing genetic diseases,their untapped potential fo... The human face harbors a rich tapestry of complex phenotypic information spanning genetic,environmental,and physiological dimensions.While facial images excel in diagnosing genetic diseases,their untapped potential for predicting metabolic health presents an intriguing prospect.Metabolic Syndrome(Met S),marked by a constellation of metabolic abnormalities,poses a significant risk for various chronic diseases.Utilizing Face-Wide Association Studies(Fa WAS)on a discovery cohort of 2,621 Chinese individuals and a replication cohort of 2,188 Chinese individuals,we investigated the associations between facial features and Met S and its related conditions.Our findings highlight half of our investigated facial features strongly correlated with Met S risk,such as a slender forehead,a broader and shorter jawline,and fuller features around the temples-eye-cheek region,with notable genetic correlations(0.55–0.58)and influences from environmental factors like age,urban residency,and educational level.The developed face-based prediction model demonstrated significant predictive robustness,achieving an AUC of up to 0.87 for Met S and 0.89 for obesity in external validations,surpassing traditional 2D imaging techniques.Our model also aids in identifying subtypes within healthy populations,with a 2.07 to 2.40-fold increased risk of developing different metabolic disorders within the next five years.This paves the way for precise risk stratification of individuals who are‘at risk'.Integrating 3D facial imaging for metabolic health predictions,our research introduces an innovative,non-invasive framework for health assessment and subtype identification,demonstrating high potential in personalized medicine and health monitoring. 展开更多
关键词 3D face metabolic syndrome metabolic abnormalities risk profiling PREDICTION health monitoring
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Correlation between thoracic aorta 18F-natrium fluoride uptake and cardiovascular risk 被引量:2
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作者 Francesco Fiz Silvia Morbelli +8 位作者 Matteo Bauckneht Arnoldo Piccardo Giulia Ferrarazzo Alberto Nieri Nathan Artom Manlio Cabria Cecilia Marini Marco Canepa Gianmario Sambuceti 《World Journal of Radiology》 CAS 2016年第1期82-89,共8页
AIM:To investigating the relationship between thoracic and cardiac 18F-Natrium-Fluoride(18F-Na F)uptake,as a marker of ongoing calcification and cardiovascular risk factors.METHODS:Seventy-eight patients(44 females,me... AIM:To investigating the relationship between thoracic and cardiac 18F-Natrium-Fluoride(18F-Na F)uptake,as a marker of ongoing calcification and cardiovascular risk factors.METHODS:Seventy-eight patients(44 females,mean age 63,range 44-83)underwent whole body 18F-Na F positron emission tomography/computed tomography.Cardiovascular risk(CVR)was used to divide these patients in three categories:Low(LR),medium(MR)and high risk(HR).18F-Na F uptake was measured by manually drawing volumes of interest on the ascendingaorta,on the aortic arch,on the descending aorta and on the myocardium;average standardized uptake value was normalized for blood-pool,to obtain target-tobackground ratio(TBR).Values from the three aortic segments were then averaged to obtain an index of the whole thoracic aorta.RESULTS:A significant difference in whole thoracic aorta TBR was detected between HR and LR(1.84±0.76 vs 1.07±0.3,P<0.001),but also between MR and HR-LR(1.4±0.4,P<0.02 and P<0.01,respectively).Significance of this TBR stratification strongly varied among thoracic aorta subsegments and the lowest P values were reached in the descending aorta(P<0.01).Myocardial uptake provided an effective CVR classes stratification(P<0.001).Correlation between TBR and CVR was appreciable when the whole thoracic aorta was considered(R=0.67),but it peaked when correlating the descending thoracic segment(R=0.75),in comparison with the aortic arch and the ascending segment(R=0.55 and 0.53,respectively).CONCLUSION:Fluoride uptake within the thoracic aorta wall effectively depicts patients'risk class and correlates with cardiovascular risk.Descending aorta is the most effective in CVR determination. 展开更多
关键词 Positron emission tomography/computed tomography 18F-Natrium fluoride Plaque imaging Cardiovascular risk profile Thoracic aorta
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The Risk Factors and Environm ental Risk Prediction during the Production of Yellow Phosphorus 被引量:1
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作者 Gao Ye Dong Guoli +3 位作者 Zhang Jie Gao Huaping Hu Xuewei Shi Jianwu 《Meteorological and Environmental Research》 CAS 2014年第10期17-21,共5页
Phosphorus is an important chemical raw material of economy. There are several risk factors in the entire production process of yellow phosphorus. The health of the production staff was greatly endangered by the toxic... Phosphorus is an important chemical raw material of economy. There are several risk factors in the entire production process of yellow phosphorus. The health of the production staff was greatly endangered by the toxic and harmful substances. The generation of risk factors was analyzed during the yellow phosphorus production and its harm was discussed,and several toxic and harmful substances were tested for a number of phosphorus manufacturing enterprises. The environmental risks of P2O5 in phosphorus pollution sources were scientifically predicted on the first time. 展开更多
关键词 Yellow phosphorus risk factors Environmental risk profile China
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A newfangled study using risk silhouette and uncertainty approximation for quantification of acyclovir in diverse formulation 被引量:2
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作者 Karan Mittal Riddhish Patadia +1 位作者 Chintan Vora Rajashree C.Mashru 《Journal of Pharmaceutical Analysis》 SCIE CAS 2015年第1期58-69,共12页
Risk assessment and uncertainty approximation are two major and important parameters that need to be adopted for the development of pharmaceutical process to ensure reliable results.Additionally,there is a need to swi... Risk assessment and uncertainty approximation are two major and important parameters that need to be adopted for the development of pharmaceutical process to ensure reliable results.Additionally,there is a need to switch from the traditional method validation checklist to provide a high level of assurance of method reliability to measure quality attribute of a drug product.In the present work,evaluation of risk profile,combined standard uncertainty and expanded uncertainty in the analysis of acyclovir were studied.Uncertainty was calculated using cause-effect approach,and to make it more accurately applicable a method was validated in our laboratory as per the ICH guidelines.While assessing the results of validation,the calibration model was justified by the lack of fit and Levene's test.Risk profile represents the future applications of this method.In uncertainty the major contribution is due to sample concentration and mass.This work demonstrates the application of theoretical concepts of calibration model tests,relative bias,risk profile and uncertainty in routine methods used for analysis in pharmaceutical field. 展开更多
关键词 Acyclovir risk profile Relative bias Combined standard uncertainty Expanded uncertainty
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Senescent remodeling of the immune system and its contribution to the predisposition of the elderly to infections 被引量:3
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作者 DEWAN Sheilesh Kumar ZHENG Song-bai +1 位作者 XIA Shi-jin BILL Kalionis 《Chinese Medical Journal》 SCIE CAS CSCD 2012年第18期3325-3331,共7页
Objective To review the senescent remodeling of the immune system with aging and its relevance to the increased susceptibility of the elderly to infectious diseases, along with an outlook on emerging immunological bio... Objective To review the senescent remodeling of the immune system with aging and its relevance to the increased susceptibility of the elderly to infectious diseases, along with an outlook on emerging immunological biomarkers. Data sources The data selected were from PubMed with relevant published articles in English or French from 1995 to the present. Searches were made using the terms immunosenescence and aging paired with the following: innate immunity, T-celr, B-cell, adaptive immunity and biomarkers. Articles were reviewed for additional citations and some information was gathered from web searches. Study selection Articles on aging of both the innate and adaptive immunity were reviewed, with special attention to the remodeling effect on the ability of the immune system to fight infectious diseases. Articles related to biomarkers of immunosenescence were selected with the goal of identifying immunological biomarkers predisposing the elderly to infections. Results Innate immunity is generally thought to be relatively well preserved or enhanced during aging compared with adaptive immunity which manifests more profound alterations. However, evidence, particularly in the last decade, reveals that both limbs of the immune system undergo profound remodeling with aging. Reported data on adaptive immunity is consistent and changes are well established but conflicting results about innate immunity were reported between in vivo and in vitro studies, as well as between murine and human studies. Epidemiological data suggests increased predisposition of the elderly to infections, but no compelling scientific evidence has directly linked senescent immune remodeling to this increased susceptibility. Recently, growing interest in identifying immunological biomarkers and defining immune risk phenotypes/profiles (IRP) has been expressed. Identification of biomarkers is in its early days and few potential biomarkers have been identified, with the Swedish having defined one IRP based on the adaptive immune response. Conclusions Aging does not necessarily lead to an unavoidable decline in immune functions. Instead, a complex remodeling occurs. Despite the lack of compelling scientific evidence, senescent immune remodeling surely is a significant contributing factor to the increased risk and severity of infections in the elderly. Although, no immunological biomarker has been formally linked to the increased risk of infections in the elderly, biomarkers remain a promising tool to predict the likelihood of healthy aging, the level of immune competence, and mortality risk in the elderly. Hence, more research is required to define healthy aging and identify immunological biomarkers. 展开更多
关键词 senescent immune remodeling elderly immunosenescence infections innate immunity adaptive immunity immune risk profile immunological biomarker
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