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1.
Comput Biol Med ; 168: 107664, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-38000245

RESUMO

Cancer metastasis is one of the main causes of cancer progression and difficulty in treatment. Genes play a key role in the process of cancer metastasis, as they can influence tumor cell invasiveness, migration ability and fitness. At the same time, there is heterogeneity in the organs of cancer metastasis. Breast cancer, prostate cancer, etc. tend to metastasize in the bone. Previous studies have pointed out that the occurrence of metastasis is closely related to which tissue is transferred to and genes. In this paper, we identified genes associated with cancer metastasis to different tissues based on LASSO and Pearson correlation coefficients. In total, we identified 45 genes associated with bone metastases, 89 genes associated with lung metastases, and 86 genes associated with liver metastases. Through the expression of these genes, we propose a CNN-based model to predict the occurrence of metastasis. We call this method MDCNN, which introduces a modulation mechanism that allows the weights of convolution kernels to be adjusted at different positions and feature maps, thereby adaptively changing the convolution operation at different positions. Experiments have proved that MDCNN has achieved satisfactory prediction accuracy in bone metastasis, lung metastasis and liver metastasis, and is better than other 4 methods of the same kind. We performed enrichment analysis and immune infiltration analysis on bone metastasis-related genes, and found multiple pathways and GO terms related to bone metastasis, and found that the abundance of macrophages and monocytes was the highest in patients with bone metastasis.


Assuntos
Neoplasias Ósseas , Neoplasias da Mama , Aprendizado Profundo , Neoplasias Hepáticas , Neoplasias da Próstata , Masculino , Humanos , Neoplasias Ósseas/genética , Neoplasias Ósseas/patologia , Neoplasias Ósseas/secundário , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Osso e Ossos/patologia , Neoplasias Hepáticas/genética
2.
Lab Med ; 54(3): 308-316, 2023 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-36242591

RESUMO

OBJECTIVE: Hemoglobin A1c (HbA1c) can be used to evaluate blood glucose control. Its measurement will be affected by many factors, but Hb variation is the most critical factor. This study aimed to explore the types of variants found in routine work and their impact on test results. METHODS: Samples with abnormal HbA1c chromatograms found in routine testing were tested with high-performance liquid chromatography (HPLC) and capillary electrophoresis (CE) and then further tested with polymerase chain reaction (PCR) and sequencing. RESULTS: Five recessive heterozygous mutations were identified after PCR and sequencing. Hb Riccarton-II (a mutation in the HBA2 gene), Hb E, Hb G-Coushatta, Hb G-Taipei, and Hb North Manchester (a mutation in the HbB gene) were identified. All HbA1c values of these variants detected by HLC-723 G8 (HPLC method) were lower than those of Sebia Capillarys 2 FP (C2FP, CE method) with P < .0001. CONCLUSION: Five Hb mutations were identified in our routine HbA1c test, and their HPLC detection values were significantly lower than those obtained with the CE method.


Assuntos
Eletroforese Capilar , Testes Hematológicos , Humanos , Hemoglobinas Glicadas , Cromatografia Líquida de Alta Pressão/métodos , China
3.
Chinese Journal of Neurology ; (12): 351-358, 2023.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-994840

RESUMO

Parkinson′s disease (PD) is a common neurodegenerative disease. The prevalence of dysphagia in patients with PD is 16%-87%. Dysphagic patients show abnormalities in the oral, pharyngeal and esophageal phases of swallowing. The evaluation tools of dysphagia in patients with PD include instrumental assessment tools, non-instrumental objective assessment tools and subjective assessment tools. Videofluoroscopic study of swallowing and flexible endoscopic examination of swallowing are the gold standards for swallowing assessment in patients with PD; high-resolution manometry, tongue pressure measurement, surface electromyography and ultrasonography can be used as supplementary tests; the Swallowing Disturbance Questionnaire Scale, which is sensitive, specific, reliable and valid, is recommended as a screening tool.

4.
Chinese Journal of Epidemiology ; (12): 1092-1098, 2023.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-985638

RESUMO

Objective: To analyze the relationship between sedentary behavior and the force expiratory volume in 1 second (FEV1) reduction in middle-aged and elderly people in communities. Methods: The participants aged ≥40 years were randomly selected from a natural population cohort in Songjiang District, Shanghai, for pulmonary function tests and survey by using international physical activity questionnaire, a generalized additive model was used to analyze the association between sedentary behavior and FEV1 reduction in the study population and different sex-age subgroups. Results: A total of 3 121 study subjects aged ≥40 years were included. The prevalence of FEV1 reduction was 14.8%, which was higher in men than in women. There were 24.8% participants were completely sedentary. The prevalence of FEV1 reduction in women aged <60 years in complete sedentary group was 2.04 (95%CI: 1.11-3.72) times higher than that in non-complete sedentary group. In men aged <60 years, the prevalence of FEV1 reduction increased with daily sedentary time (OR=1.16, 95%CI: 1.04-1.29), and the prevalence of FEV1 reduction was also higher in those with sedentary time >5 hours/day than those with sedentary time ≤5 hours/day (OR=3.02, 95%CI: 1.28-7.16). The sensitivity analysis also found such associations. Conclusions: FEV1 reduction rate in age group <60 years was associated with sedentary behavior. Complete sedentary behavior or absence of moderate to vigorous physical activity played important roles in FEV1 reduction in women, while men were more likely to be affected by increased sedentary time, which had no association with physical activity. Reducing sedentary time to avoid complete sedentary behavior, along with increased physical activity, should be encouraged in middle-aged and elderly adults in communities to improve their pulmonary function.


Assuntos
Masculino , Idoso , Pessoa de Meia-Idade , Humanos , Adulto , Feminino , Lactente , Comportamento Sedentário , China/epidemiologia , Exercício Físico , Inquéritos e Questionários , Prevalência
5.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-972767

RESUMO

ObjectivesTo investigate characteristics and influencing factors of short-term variation of systolic blood pressure of community hypertension patients in Shanghai. MethodsBased on the standardized blood pressure measurement data of hypertensive patients in Shanghai (2018‒2021) and the noninfectious chronic disease management system database, coefficient of variation of systolic blood pressure (CV_S) was described and the influencing factors were analyzed. ResultsAmong 112 680 community hypertension patients, males accounted for 46.87% with a median age of 69 years. CV_S was 0.038 6 ± 0.035 0. Generalized linear model analysis showed the following influencing factors of CV_S: gender, females were higher than males, B=0.032, P<0.001; age group, 60‒69 years, 70‒79 years old group, and ≥80 years groups were all higher than <50 years group, B=0.042, 0.056, and 0.074 respectively with P values of 0.020, 0.002, and <0.001 respectively; smoking, smoking cessation and smoking everyday was lower than never smoking, B=-0.032 and-0.028 respectively with P values of 0.023 and 0.007 respectively; systolic blood pressure, 140‒159 mmHg group, 160‒179 mmHg group, and ≥180 mmHg group were lower then <140 mmHg group, B=-0.039, -0.091, and -0.175 respectively with P values all <0.001; and measurement season, autumn was lower than spring, (B=-0.056, P<0.001). The paired test showed that CV_S calculated from the three measurements was 1.04% higher than that calculated from the two measurements (P<0.001). ConclusionThe coefficient of variation of systolic blood pressure of community hypertension patients in Shanghai has large variation, and was influenced by many factors.

6.
Neuroscience Bulletin ; (6): 659-674, 2023.
Artigo em Inglês | WPRIM (Pacífico Ocidental) | ID: wpr-982427

RESUMO

Primary familial brain calcification (PFBC) is an inherited neurodegenerative disorder mainly characterized by progressive calcium deposition bilaterally in the brain, accompanied by various symptoms, such as dystonia, ataxia, parkinsonism, dementia, depression, headaches, and epilepsy. Currently, the etiology of PFBC is largely unknown, and no specific prevention or treatment is available. During the past 10 years, six causative genes (SLC20A2, PDGFRB, PDGFB, XPR1, MYORG, and JAM2) have been identified in PFBC. In this review, considering mechanistic studies of these genes at the cellular level and in animals, we summarize the pathogenesis and potential preventive and therapeutic strategies for PFBC patients. Our systematic analysis suggests a classification for PFBC genetic etiology based on several characteristics, provides a summary of the known composition of brain calcification, and identifies some potential therapeutic targets for PFBC.


Assuntos
Animais , Encefalopatias/terapia , Receptor do Retrovírus Politrópico e Xenotrópico , Encéfalo/patologia
7.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-981506

RESUMO

Molecularly imprinted polymers demonstrate outstanding performance in the research on trace ingredients because of their high selectivity. Stimuli-responsive molecularly imprinted polymers(STR-MIPs) with the introduction of different responsive groups on the basis of traditionally imprinted materials can undergo reversible transformations when exposed to external stimuli such as temperature, magnetism, pH or light. Such responsiveness, combined with the specific recognition, endows STR-MIPs with excellent perfor-mance in trace component studies. Traditional Chinese medicine(TCM) contains complex components with trace content, and thus STR-MIPs have broad application prospects in the enrichment analysis of trace components in TCM. This paper elaborates on the application of STR-MIPs in the enrichment analysis of trace components in TCM from the perspectives of different stimuli, summarized relevant research achievements in the recent five years to broaden the application fields of molecular imprinting, and proposed a few opi-nions about their future development.

8.
Acta Physiologica Sinica ; (6): 451-464, 2023.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-981020

RESUMO

Serum and glucocorticoid-regulated kinase 1 (SGK1) plays an important role in the physiological processes of hormone release, neuronal excitation and cell proliferation. SGK1 also participates in the pathophysiological processes of inflammation and apoptosis in the central nervous system (CNS). Increasing evidence demonstrates that SGK1 may serve as a target of the intervention of neurodegenerative diseases. In this article, we summarize the recent progress on the role and molecular mechanisms of SGK1 in the regulation of the function of the CNS. We also discuss the potential of newly discovered SGK1 inhibitors in the treatment of CNS diseases.


Assuntos
Humanos , Proliferação de Células , Doenças do Sistema Nervoso Central/tratamento farmacológico , Inflamação , Proteínas Serina-Treonina Quinases/fisiologia
9.
Asian Journal of Andrology ; (6): 322-330, 2023.
Artigo em Inglês | WPRIM (Pacífico Ocidental) | ID: wpr-981941

RESUMO

Continuous self-renewal and differentiation of spermatogonial stem cells (SSCs) is vital for maintenance of adult spermatogenesis. Although several spermatogonial stem cell regulators have been extensively investigated in rodents, regulatory mechanisms of human SSC self-renewal and differentiation have not been fully established. We analyzed single-cell sequencing data from the human testis and found that forkhead box P4 (FOXP4) expression gradually increased with development of SSCs. Further analysis of its expression patterns in human testicular tissues revealed that FOXP4 specifically marks a subset of spermatogonia with stem cell potential. Conditional inactivation of FOXP4 in human SSC lines suppressed SSC proliferation and significantly activated apoptosis. FOXP4 expressions were markedly suppressed in tissues with dysregulated spermatogenesis. These findings imply that FOXP4 is involved in human SSC proliferation, which will help elucidate on the mechanisms controlling the fate decisions in human SSCs.


Assuntos
Adulto , Humanos , Masculino , Diferenciação Celular , Proliferação de Células , Fatores de Transcrição Forkhead/metabolismo , Espermatogênese/genética , Espermatogônias/metabolismo , Células-Tronco/metabolismo , Testículo/metabolismo
10.
Artigo em Inglês | WPRIM (Pacífico Ocidental) | ID: wpr-1008990

RESUMO

This data article presents data from the China Migrants Dynamic Survey (CMDS), a multi-wave, large-scale national cross-sectional survey of China's internal migrants from 2009 to 2018. The CMDS is an annual questionnaire survey conducted by the former National Health and Family Planning Commission (NHFPC) of the People's Republic of China. The respondents included in this survey are internal migrants over 15 years old. The sample was drawn from the China Migrant Population Information System, using multi-stage stratified sampling method and the probability proportional-to-size (PPS) cluster sampling strategy. Between 2009 and 2018, there were 1,527,650 internal migrants from 23 provinces, 5 autonomous regions and 4 municipalities participated in the surveys. The survey tools were a series of self-designed questionnaires with high inheritance and consistency designed and implemented by the NHFPC. The questionnaires mainly contain basic information of the respondents and their family members, migration status, healthcare or health behaviors, public health service utilization, social insurance, social integration, and family planning. The dataset is currently the most widely used survey data on China's internal migrants, offering information on migration patterns, healthcare and health behaviors, use of public health services, access to social security, social integration, and family planning, which are valuable for health planning, health decision-making, and health equity research.


Assuntos
Humanos , Adolescente , Estados Unidos , Serviços de Planejamento Familiar , Migrantes , Estudos Transversais , China/epidemiologia , Inquéritos e Questionários
11.
Preprint em Inglês | medRxiv | ID: ppmedrxiv-22281700

RESUMO

Since the COVID-19 pandemic, governments have implemented lockdowns and movement restrictions to contain the disease outbreak. Previous studies have reported a significant positive correlation between NO2 and mobility level during the lockdowns in early 2020. Though NO2 level and mobility exhibited similar spatial distribution, our initial exploration indicated that the decreased mobility level did not always result in concurrent decreasing NO2 level during a two-year time period in Southeast Asia with human movement data at a very high spatial resolution (i.e., Facebook origin-destination data). It indicated that factors other than mobility level contributed to NO2 level decline. Our subsequent analysis used a trained Multi-Layer Perceptron model to assess mobility and other contributing factors (e.g., travel modes, temperature, wind speed) and predicted future NO2 levels in Southeast Asia. The model results suggest that, while as expected mobility has a strong impact on NO2 level, a more accurate prediction requires considering different travel modes (i.e., driving and walking). Mobility shows two-sided impacts on NO2 level: mobility above the average level has a high impact on NO2, whereas mobility at a relatively low level shows negligible impact. The results also suggest that spatio-temporal heterogeneity and temperature also have impacts on NO2 and they should be incorporated to facilitate a more comprehensive understanding of the association between NO2 and mobility in the future study.

12.
Jpn J Infect Dis ; 75(5): 454-460, 2022 Sep 22.
Artigo em Inglês | MEDLINE | ID: mdl-35354706

RESUMO

Novel immunodominant antigens are urgently required for the diagnosis and vaccination of Helicobacter pylori (HP). FliD, an important colonization factor, was cloned and expressed (rFliD) to evaluate the levels of specific immunoglobulin G (IgG), IgM, and IgA antibodies in the serum of patients using ELISA. Rabbit anti-rFliD polyclonal antibody (pAb) was obtained by the subcutaneous injection of rFliD. The rFliD-specific IFN-γ and IL-4 levels in peripheral blood mononuclear cells and CD4+ T cells from humans were analyzed using enzyme-linked immunospot and flow cytometry. We found that the levels of rFliD-specific IgG, IgM, and IgA were significantly higher in HP-infected-patients than in healthy controls. IgG, IgM, and IgA had diagnostic sensitivities of 92.6%, 89.8%, and 83.2%; specificities of 91.1%, 88.7%, and 64.6%; and areas under the receiver operating curves of 0.97, 0.96, and 0.92, respectively. Furthermore, rFliD-pAb was used for the immunohistochemical analysis of gastritis and gastric cancer tissues from patients infected with HP. The levels of rFliD-specific IFN-γ and IL-4 were significantly elevated in HP-infected patients and exhibited a dominant T helper type 1-dominant subtype. These findings indicate that rFliD exhibits high validity as a biomarker in HP diagnosis and may also be a potent antigen for vaccine design because of its high cellular and humoral immune responses.


Assuntos
Infecções por Helicobacter , Helicobacter pylori , Vacinas , Animais , Anticorpos Antibacterianos , Infecções por Helicobacter/diagnóstico , Humanos , Epitopos Imunodominantes , Imunoglobulina A , Imunoglobulina G , Imunoglobulina M , Interleucina-4 , Leucócitos Mononucleares , Coelhos
13.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-1004266

RESUMO

【Objective】 To investigate the main causes of blood donor deferral in domestic blood center. 【Methods】 The causes of donor deferral were classified into 12 categories as previous medical history, drug use, alcohol consumption, menstrual period, underweight, abnormal blood pressure, abnormal body temperature, abnormal hemoglobin (Hb), lipemic blood, positive hepatitis B surface antigen (HBsAg), elevated alanine aminotransferase (ALT) and others according to the comparison indicators of Asia-Pacific Blood Network (APBN) and the national standard Blood Donor Health Examination Requirements. The relevant data of the top 3 causes of donor deferral, voluntarily reported by the members of Practice Comparison Working Group of China’s Mainland Blood Collection and Supply Institutions from 2014 to 2019, were collected and a histogram was generated. 【Results】 The median donor deferral rate of 20 domestic blood centers from 2014 to 2019 was 12.14%, with the lowest at 0.18% and highest at 32.32%, respectively. The top three causes for donor deferral were elevated ALT, abnormal Hb and abnormal blood pressure in year 2014, 2015, 2018 and 2019; elevated ALT, lipemic blood and abnormal blood pressure in 2016; elevated ALT, abnormal Hb, and lipemic blood in 2017. 【Conclusion】 The main causes of donor deferral were elevated ALT, abnormal Hb, abnormal blood pressure and lipemic blood.

14.
Acta Anatomica Sinica ; (6): 114-119, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-1015360

RESUMO

Objective To investigate the relationship between body composition and serum lipids and uric acid among adults in Maonan, and to analyze the effect of body composition changes on blood lipid and uric acid. Methods Totally 584 Maonan adult volunteers in Maonan village of Maonan Autonomous County in Guangxi, the age from 20 to 80 were recruited. The height was measured by the personal height tester; the body composition was measured by the ANITAMC-180 instrument; and the blood lipids and blood uric acid were measured by the Hitachi 7600 instrument. The obtained data were statistically analyzed by SPSS 20. 0. Results The age,height, weight, free fat mass, muscle mass, presumptive bone mass, body water, proptein,extracellular water, intracellular water, and waist-to-hip ratio were greater in Maonan men than in women (P<0. 05). However, whereas male fat content, body fat rate, and subcutaneous fat content were smaller than those of female (P < 0. 01). The total prevalence of hyperuricemia and hyperlipidemia in Maonan nationality was 13. 9% and 28. 4%, respectively. The prevalence of hyperuricemia and hyperlipidemia in males was higher than in females. In males, the body mass, body mass index, free fat mass, fat mass, muscle mass, presumptive bone mass, protein, extracellular water, body fat rate, visceral fat content, subcutaneous fat content and waist-hip ratio of the hyperlipidemia group were higher than the normal group (P<0. 05); and in females, the age, body mass index, fat mass, body fat rate, visceral fat content and waist-hip ratio of the hyperlipidemia group were higher than the normal group. In male, The body mass, free fat mass, presumptive bone mass, body water, extracellular water of the hyperuricemia group were higher than the normal group (P<0. 05); In females, the age, body mass, body mass index, fat mass, extracellular water, body fat ratio, muscle mass, visceral fat content, subcutaneous fat content, and waist-hip ratio of the hyperuricemia group were higher than the normal group. Conclusion The detection rate of hyperlipidemia and hyperuricemia in males of Guangxi Maonan nationality is all higher than that in females. The body composition is significant differences between the normal adults and the patients with hyperlipidemia and hyperuricemia of Maonan nationality in Guangxi.

15.
Acta Anatomica Sinica ; (6): 479-487, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-1015301

RESUMO

[Abstract] Objective To investigate whether levosimendan (Lev) affects hypoxia / reoxygenation (H / R) - induced cardiomyocyte proliferation, apoptosis and fibrosis by regulating the molecular axis of long chain noncoding RNA (LncRNA) eosinophil granule ontogeny transcript (EGOT) / microRNA (miR) -641. Methods Rat cardiomyocytes H9C2 were cultured in vitro, and H / R-treated cells were used to establish cell damage models, which were randomly divided into control group, H / R group, H / R + Lev 1 μmol / L (H / R + Lev-L) group, H / R + Lev 5 μmol / L (H / R + Lev-M) group, and H / R + Lev 10 μmol / L (H / R + Lev-H) group, 9 samples per group. MTT method was used to detect cell proliferation. Flow cytometry was used to detect the apoptosis rate. Real-time P CR was used to detect the expression levels of EGOT and miR-641 mRNA. P cDNA-EGOT and EGOT small interfering RNA (si-EGOT) were transfected into H9 C2 cells respectively, and the cell proliferation and apoptosis rates were detected by the above method. The dual luciferase report experiment verified the targeting relationship between EGOT and miR-641. Western blotting was used to detect the expression levels of Bax, Bcl-2, collagen I (colI), collagen Ⅲ (col Ⅲ), tissue inhibitor of matrix metalloproteinase 2 (TIMP 2), matrix metalloproteinase-2 (MMP -2) . Results Compared with the control group, the cell survival rate of the H / R group reduced significantly (P < 0. 05), the apoptosis rate increased significantly (P < 0. 05), and the protein levels of Bax, c I, col Ⅲ, TIMP 2, and MMP -2 increased significantly (P < 0. 05), the level of Bcl-2 protein reduced significantly (P < 0. 05), the expression level of EGOT reduced significantly (P < 0. 05), the expression level of miR-641 increased significantly (P < 0. 05) . Compared with the H / R group, the cell survival rate of the H / R + Lev-L group, H / R + Lev-M group, and H / R + Lev-H group increased significantly (P < 0. 05), and the apoptosis rate decreased significant (P < 0. 05), the protein levels of Bax, colI, colⅢ, TIMP 2, MMP -2 reduced significantly (P < 0. 05), the level of Bcl-2 protein increased significantly (P < 0. 05), the expression level of EGOT increased significantly (P < 0. 05), the expression level of miR-641 reduced significantly (P < 0. 05), and each index of H / R + Lev-L group, H / R + Lev-M group, H / R + Lev-H group, the difference was statistically significant (P < 0. 05) . The dual luciferase report experiment confirmed that EGOT ccould target and bind to miR-641. The effect of transfecting pcDNA-EGOT and Lev was similar. Transfection of si-EGOT could reduce the effect of Lev on H / R-induced proliferation, apoptosis and fibrosis of H9 C2 cells. Conclusion Levosimendan may promote H / R-induced H9 C2 cell proliferation and inhibit apoptosis and fibrosis by up-regulating EGOT expression and down-regulating miR-641 expression.

16.
Chinese Pharmacological Bulletin ; (12): 209-214, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-1014196

RESUMO

Aim To study the effect of tetrandrine derivative HL-49 on the conformation and biological ac-tivity of Bloom helicase ( BLM ) , and to explore its antitumor mechanism.Methods The effect of HL-49 on the conformation of BLM helicase was studied by ultra- violet spectroscopy.The effects of HL-49 on DNA binding activity, DNA chain dissociation activity and ATPase activity of HL-49 on BLM DNA helicase were analyzed by fluorescence polarization and malachite green-ammonium phosphomolybdate colorimetric method.Results HL-49, a tetrandrine derivative, indirectly inhibited the ATPase activity of BLM DNA heli- case and DNA unwinding activity by reversible binding with DNA.The results of fluorescence polarization experiments showed that HL-49 could not affect the bind ing activity of BLM DNA helicase to DNA (dsDNA/ss- DNA) , but could bind to DNA in a concentration-de- pendent manner (P < 0.01).With the increase of HL- 49 concentration, the DNA unwinding ability of BLM DNA helicase decreased, and the Kobs value decreased gradually.The results of malachite green-ammonium phosphomolybdate colorimetry showed that HL-49 could significantly inhibit the ATPase activity of BLM DNA helicase.Conclusions HL49 can inhibit the ATPase activity and DNA unwinding activity of BLM DNA helicase by the reversible binding with DNA.

17.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-940944

RESUMO

OBJECTIVE@#To predict the trends for fine-scale spread of Oncomelania hupensis based on supervised machine learning models in Shanghai Municipality, so as to provide insights into precision O. hupensis snail control.@*METHODS@#Based on 2016 O. hupensis snail survey data in Shanghai Municipality and climatic, geographical, vegetation and socioeconomic data relating to O. hupensis snail distribution, seven supervised machine learning models were created to predict the risk of snail spread in Shanghai, including decision tree, random forest, generalized boosted model, support vector machine, naive Bayes, k-nearest neighbor and C5.0. The performance of seven models for predicting snail spread was evaluated with the area under the receiver operating characteristic curve (AUC), F1-score and accuracy, and optimal models were selected to identify the environmental variables affecting snail spread and predict the areas at risk of snail spread in Shanghai Municipality.@*RESULTS@#Seven supervised machine learning models were successfully created to predict the risk of snail spread in Shanghai Municipality, and random forest (AUC = 0.901, F1-score = 0.840, ACC = 0.797) and generalized boosted model (AUC= 0.889, F1-score = 0.869, ACC = 0.835) showed higher predictive performance than other models. Random forest analysis showed that the three most important climatic variables contributing to snail spread in Shanghai included aridity (11.87%), ≥ 0 °C annual accumulated temperature (10.19%), moisture index (10.18%) and average annual precipitation (9.86%), the two most important vegetation variables included the vegetation index of the first quarter (8.30%) and vegetation index of the second quarter (7.69%). Snails were more likely to spread at aridity of < 0.87, ≥ 0 °C annual accumulated temperature of 5 550 to 5 675 °C, moisture index of > 39% and average annual precipitation of > 1 180 mm, and with the vegetation index of the first quarter of > 0.4 and the vegetation index of the first quarter of > 0.6. According to the water resource developments and township administrative maps, the areas at risk of snail spread were mainly predicted in 10 townships/subdistricts, covering the Xipian, Dongpian and Tainan sections of southern Shanghai.@*CONCLUSIONS@#Supervised machine learning models are effective to predict the risk of fine-scale O. hupensis snail spread and identify the environmental determinants relating to snail spread. The areas at risk of O. hupensis snail spread are mainly located in southwestern Songjiang District, northwestern Jinshan District and southeastern Qingpu District of Shanghai Municipality.


Assuntos
Animais , Teorema de Bayes , China/epidemiologia , Ecossistema , Gastrópodes , Aprendizado de Máquina Supervisionado
18.
Chinese Journal of Oncology ; (12): 185-191, 2022.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-935200

RESUMO

Objective: To analyze the efficacy of sinonasal adenoid cystic carcinoma (ACC) with perineural invasion (PNI), and explore the prognostic value of PNI on sinonasal adenoid cystic carcinoma. Methods: The clinical data of 105 patients with sinonasal ACC admitted to Cancer Hospital, Chinese Academy of Medical Sciences from January 2000 to December 2016 were retrospectively reviewed. All patients were restaged according to American Joint Committee on Cancer 8th edition. Follow-up visits were conducted to obtain information of treatment failure and survival outcome. The Log rank test was used for univariate analysis of prognostic factors, and Cox regression model was used for multivariate prognostic analysis. Results: The maxillary sinus (n=59) was the most common primary site, followed by the nasal cavity (n=38). There were 93 patients with stage Ⅲ-Ⅳ. The treatment modalities included surgery alone (n=14), radiotherapy alone (n=13), preoperative radiotherapy plus surgery (n=10), and surgery plus postoperative radiotherapy (n=68). The median follow-up time was 91.8 months, the 5-year local control (LC), distant metastasis-free survival (DMFS), progression-free survival (PFS), and overall survival (OS) rates were 72.6%, 73.0%, 52.9% and 78.0%, respectively. There were 33 patients (31.4%) with PNI-positive. The 5-year DMFS, PFS, and OS rates of PNI-positive group were 53.7%, 29.4% and 56.5%, respectively, which were significantly inferior to those of PNI-negative group (80.8%, 63.0% and 86.8%, respectively, P<0.05), while there was no significant difference in the 5-year LC rate between both groups (64.5% vs 76.5%, P=0.273). The multivariate Cox regression analysis showed PNI was one of the poor prognostic factors of DMFS (HR=3.514, 95%CI: 1.557-7.932), PFS (HR=2.562, 95%CI: 1.349-4.866) and OS (HR=2.605, 95%CI: 1.169-5.806). Among patients with PNI-positive, the 5-year LC, PFS and OS rates of patients received surgery combined with radiotherapy were 84.9%, 41.3% and 72.7%, respectively, which were significantly higher than 23.3%, 10.0% and 26.7% of patients receiving surgery or radiotherapy alone (P<0.05). Conclusion: The presence of PNI increases the risk of distant metastasis in patients with sinonasal ACC. Compared with patients with PNI-negative, the prognosis of patients with PNI-positive is relatively poor, and surgery combined with radiotherapy for PNI-positive sinonasal ACC results in good clinical outcomes.


Assuntos
Humanos , Carcinoma Adenoide Cístico/patologia , Neoplasias dos Seios Paranasais/terapia , Prognóstico , Modelos de Riscos Proporcionais , Estudos Retrospectivos
19.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-934365

RESUMO

Objective:To evaluate the performance of magnetic beads extraction method (MGE) for the measurement of catecholamine metabolites by liquid chromatography tandem mass spectrometry.Methods:This is a methodological evaluation study. The linearity, limit of quantitation, recovery, precision, and matrix effect of catecholamine metabolites 3-methoxyepinephrine (MN), 3-methoxynorepinephrine (NMN) and 3-methoxytyramine (3-MT) extracted by MGE method were evaluated according to CLSI C62-A. Consensus of method development and validation of liquid chromatography-tandem mass spectrometry in clinical laboratories and other guidelines, 132 clinical residual plasma samples were collected and extracted by automated MGE and traditional solid phase extraction (SPE) method to compare the harmonization of the two extraction methods.Results:The linearity of MN, NMN and 3-MT extracted by automated MGE was>0.99, and the LOQ for MN, NMN and 3-MT were 0.033 5 nmol/L, 0.054 7 nmol/L and 0.011 0 nmol/L, respectively. The repeatability of MN, NMN and 3-MT were 1.3%-5.1%, 2.2%-5.6% and 1.7%-7.1%, respectively. The total imprecision in the laboratory were 1.5%-8.2%, 2.2%-7.7%, 2.1%-11.2%. Although the absolute recovery is low, the average relative recoveries of MN, NMN and 3-MT were 91.5%-108.5%, 92.0%-108.6%, and 89.3%-104.1%, respectively, and the percentage deviation from the expected concentration was within 15%. After isotope internal standard correction, the relative matrix effect is close to 100%, which can compensate for the potential matrix effect. The results of MGE and SPE of MN, NMN and 3-MT showeda good correlation (correlation coefficient r>0.99). The average relative deviations of MN, NMN and 3-MT were 0.2%, -1.4% and 1.0%, respectively. Conclusion:The automatic MGE method hasa good performance in extracting catecholamine metabolites, and is expected to be used in high-throughput analysis of samples in clinical in the future.

20.
Artigo em Chinês | WPRIM (Pacífico Ocidental) | ID: wpr-923540

RESUMO

@#Objective To explore the effect of Naikan cognitive-music reminiscence therapy on coping style in female patients with chronic schizophrenia.Methods In May, 2020, 72 female patients with chronic schizophrenia from Beijing Huilongguan Hospital were assigned into control group (n = 48) and music group (n = 24) after trait matching. Both groups accepted routine medicine, while the control group accepted Naikan cognitive therapy, and the music group accepted Naikan cognitive therapy combined music reminiscence, for twelve weeks. They were blind assessed with Simplified Coping Style Questionnaire, Self-rating Depression Scale and Self-rating Anxiety Scale before and after intervention.Results There were five cases in the control group removed for erroneous response. The main effects of group were not significant for all the assessments (F < 0.567, P > 0.05). The main effect of time was significant for negative coping style score (F = 6.968, P = 0.01), and the interaction effects were significant for positive coping style score and Self-rating Depression Scale score (F > 4.227, P < 0.05).Conclusion Combining with music reminiscence, Naikan cognitive therapy may be advantageous for the coping style of female patients with chronic schizophrenia.

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