1.Practical analysis on the application of individual scientific research performance assessment in tertiary public hospitals
Wen DING ; Yiying ZHU ; Jianhua MAO ; Qiang SHU
Chinese Journal of Medical Science Research Management 2024;37(1):50-57
Objective:To identify the strengths and weaknesses of hospital development through the application of individual scientific research performance assessment, thereby providing a basis for the formulation of science and technology policies.Methods:We established a research performance assessment system and conducted research performance assessments across the hospital for three consecutive years. The assessment results were analyzed in-depth, utilizing the Kruskal-Wallis test to determine if there were differences in the overall level of assessment scores between years and series; the Mann-Whitney test to analyze differences between the promoted and non-promoted groups; the χ2 test to analyze whether age, degree, gender, and maternity situations affected assessment grades. Results:From 2020 to 2022, the individual scientific research performance assessment scores showed an overall upward trend, with the average per capita assessment score increasing significantly from 35.26 points in 2020 to 74.04 points in 2022. There were statistical differences in the assessment scores of different professional titles, indicating that the senior professionals > the associate senior professionals > the intermediates. There was no significant difference between the promoted and non-promoted groups. Additionally, age, degree, gender, and maternity factors affected assessment grades.Conclusions:It has been preliminarily established that the assessment of individual scientific research performance can effectively steer the scientific innovation activities of researchers, and play a positive role in enhancing the overall scientific research strength. The findings from the data analysis indicate that the hospital is expected to continuously enhance its scientific research performance by focusing on newly recruited doctoral personnel, establishing a system of support and guidance, and providing preferential support to female researchers. The assessment results serve as a " benchmark" for management departments and provide data-driven insights for the development of science and technology policies.
2.Named Entity Recognition of Traditional Chinese Medicine Ancient Records Based on Multi-feature Fusion
Luyao ZHANG ; Jianhua SHU ; Peng WANG ; Hongxing KAN ; Yongxiang XU ; Jie ZHOU ; Shuxuan TANG
Journal of Medical Informatics 2024;45(11):50-58
Purpose/Significance To construct a named entity corpus of traditional Chinese medicine(TCM)ancient records,and to improve the recognition accuracy and applicability of the general domain named entity recognition(NER)model in the field of TCM ancient records.Method/Process Annotation standards for entities in TCM ancient records are formulated,and 2 384 Xin'an medical records are annotated.A RoBERTa-BiLSTM-CRF model is developed,and word vectors with semantic features are generated using the RoBERTa pre-trained language model.The BiLSTM-CRF model is used to learn the global semantic features of sequences and decode and output the optimal label sequence.Dictionary and rule features are incorporated to enhance the model's capability to recognize entity boundaries and categories.Result/Conclusion The model shows a good recognition effect on the named entity corpus of Xin'an medical cases.Integration of domain terminology dictionaries and rule-based features improves the overall Fl score to 72.8%.
3.Effects of Black Raspberry Supplementation on Methylation Pathways in Vav-cre Asxl1 fl/fl Tet2 fl/fl Double Knockout Mice with Early-stage Myelodysplastic Syndrome
Athena DONG ; Yi-Wen HUANG ; Ben NIU ; Ruiling LIU ; Weijie WU ; Haiyan GAO ; Jianhua YU ; Li-Shu WANG
Journal of Cancer Prevention 2023;28(4):212-218
Myelodysplastic syndromes (MDS) are a subset of myeloid malignancies defined by clonality of immature hematopoietic stem cells that leads to faulty blood cell development. These syndromes can lead to an increased risk of infection and may transform into acute myeloid leukemia, making it critical to determine effective treatments for the condition. While hypomethylating agents such as azacitidine and decitabine, as well as stem cell transplants, have been delineated as favored treatments for MDS, not all patients are physiologically receptive to these treatments. However, black raspberries (BRBs) have been shown to exert hypomethylating effects in various malignancies, with minimal adverse effects and thus a broader range of potential candidacies. This study aimed to investigate the potential of BRBs to exert such effects on MDS using Addition of Sex Combs Like/Tet Methylcytosine Dioxygenase 2 (Asxl1/Tet2) double knockout mice (Vav-cre Asxl1fl/fl Tet2fl/fl ), which typically manifest symptoms around 25 weeks of age, mirroring genetic mutations found in humans with MDS. Following a 12-week dietary supplementation of Vav-cre Asxl1fl/fl Tet2fl/fl mice with 5% BRBs, we observed both hyper- and hypomethylation at multiple transcription start sites and intragenic locations linked to critical pathways, including hematopoiesis. This methylation profile may have implications for delaying the onset of MDS, prompting a need for in-depth investigation. Our results emphasize the importance of exploring whether an extended BRB intervention can effectively alter MDS risk and elucidate the relationship between BRB-induced methylation changes, thus further unlocking the potential benefits of BRBs for MDS patients.
4.A Pilot Clinical Study to Investigate the Hypomethylating Properties of Freeze-dried Black Raspberries in Patients with Myelodysplastic Syndrome or Myeloproliferative Neoplasm
Athena DONG ; Xiaoqing PAN ; Chien-Wei LIN ; Yi-Wen HUANG ; Hayden KRAUSE ; Pan PAN ; Arielle BAIM ; Michael J THOMAS ; Xiao CHEN ; Jianhua YU ; Laura MICHAELIS ; Pengyuan LIU ; Li-Shu WANG ; Ehab ATALLAH
Journal of Cancer Prevention 2022;27(2):129-138
Myelodysplastic syndromes (MDS) and myelodysplastic/myeloproliferative neoplasms (MDS/MPN) are bone marrow disorders characterized by cytopenias and progression to acute myeloid leukemia. Hypomethylating agents (HMAs) are Food and Drug Administration-approved therapies for MDS and MDS/MPN patients. HMAs have improved patients’ survival and quality of life when compared with other therapies. Although HMAs are effective in MDS and MDS/MPN patients, they are associated with significant toxicities that place a large burden on patients. Our goal is to develop a safer and more effective HMA from natural products. We previously reported that black raspberries (BRBs) have hypomethylating effects in the colon, blood, spleen, and bone marrow of mice. In addition, BRBs exert hypomethylating effects in patients with colorectal cancer and familial adenomatous polyposis. In the current study, we conducted a pilot clinical trial to evaluate the hypomethylating effects of BRBs in patients with low-risk MDS or MDS/MPN. Peripheral blood mononuclear cells (PBMCs) were isolated before and after three months of BRB intervention. CD45 + cells were isolated from PBMCs for methylation analysis using a reduced-representation bisulfite sequencing assay. Each patient served as their own matched control, with their measurements assessed before intervention providing a baseline for post-intervention results. Clinically, our data showed that BRBs were well-tolerated with no side effects. When methylation data was combined, BRBs significantly affected methylation levels of 477 promoter regions. Pathway analysis suggests that BRB-induced intragenic hypomethylation drives leukocyte differentiation. A randomized, placebo-controlled clinical trial of BRB use in low-risk MDS or MDS/ MPN patients is warranted.
5.Protocatechuic Acid, a Gut Bacterial Metabolite of Black Raspberries, Inhibits Adenoma Development and Alters Gut Microbiome Profiles in Apc Min/+ Mice
Athena DONG ; Chien-Wei LIN ; Carla Elena ECHEVESTE ; Yi-Wen HUANG ; Kiyoko OSHIMA ; Martha YEARSLEY ; Xiao CHEN ; Jianhua YU ; Li-Shu WANG
Journal of Cancer Prevention 2022;27(1):50-57
Administration of black raspberries (BRBs) and their anthocyanin metabolites, including protocatechuic acid (PCA), has been demonstrated to exert chemopreventive effects against colorectal cancer through alteration of innate immune cell trafficking, modulation of metabolic and inflammatory pathways, etc. Previous research has shown that the gut microbiome is important in the effectiveness of chemoprevention of colorectal cancer. This study aimed to assess the potency of PCA versus BRB dietary administration for colorectal cancer prevention using an Apc Min/+ mouse model and determine how bacterial profiles change in response to PCA and BRBs. A control AIN-76A diet supplemented with 5% BRBs, 500 ppm PCA, or 1,000 ppm PCA was administered to Apc Min/+ mice. Changes in incidence, polyp number, and polyp size regarding adenomas of the small intestine and colon were assessed after completion of the diet regimen. There were significant decreases in adenoma development by dietary administration of PCA and BRBs in the small intestine and the 5% BRB-supplemented diet in the colon. Pro-inflammatory bacterial profiles were replaced with anti-inflammatory bacteria in all treatments, with the greatest effects in the 5% BRB and 500 ppm PCA-supplemented diets ac-companied by decreased COX-2 and prostaglandin E 2 levels in colonic mucosa. We further showed that 500 ppm PCA, but not 1,000 ppm PCA, increased IFN-γ and SMAD4 levels in primary cultured human natural killer cells. These results suggest that both BRBs and a lower dose PCA can benefit colorectal cancer patients by inhibiting the growth and proliferation of adenomas and promoting a more favorable gut microbiome condition.
6.Study on the correlation between preoperative echocardiography indicators and postoperative prognosis in children with ventricular septal defect
Mengying ZHOU ; Jin YU ; Huilong DUAN ; Qiang SHU ; Jianhua LI ; Jingjing YE ; Haomin LI
Chinese Journal of Ultrasonography 2022;31(9):767-773
Objective:To explore the correlation between preoperative echocardiography indicators and surgical prognosis of children with ventricular septal defect (VSD) and conduct verification based on significant indicators and indicator ratios.Methods:A total of 1 357 children with VSD who were admitted to the Children′s Hospital, Zhejiang University School of Medicine from June 2016 to June 2021 were selected. Various measurements including the size of the VSD, left ventricular ejection fraction (LVEF), left atrial (LA) diameter, the aortic (AO) flow rate, the tricuspid regurgitation velocity and pressure gradient were extracted from preoperative echocardiography reports. This paper explored the correlation between echocardiography reports indicators, indicator ratios and postoperative auxiliary ventilation time, respectively. The patients were divided into two groups according to whether there were complications, and the differences of echocardiography reports indicators between the two groups were compared. A linear regression model was established to predict the postoperative auxiliary ventilation time using these indicators, and the least absolute shrinkage and selection operator (LASSO) regression model was used for variable selection.Results:The VSD size and AO flow velocity were weakly correlated with the postoperative auxiliary ventilation time ( r=0.32, 0.25; all P<0.01). There was no significant correlation between VSD flow velocity and postoperative auxiliary ventilation time. The AO flow velocity/VSD flow velocity and LVEF/VSD flow velocity were strongly correlated with the postoperative auxiliary ventilation time ( r=0.67, 0.51; all P<0.01). In the significance test, there were no significant differences in tricuspid regurgitation flow velocity, tricuspid regurgitation pressure gradient, LA diameter, and LVEF between the complication group and the non-complication group(all P>0.01). However, the ratio of LVEF/tricuspid regurgitation velocity in the complication group was significantly lower than that in the non-complication group, and the ratio of tricuspid regurgitation pressure gradient/LA diameter was significantly higher than that in the non-complication group (all P<0.01). The postoperative auxiliary ventilation time of VSD patients was predicted on an independent test set, with an R2 of 0.51. Conclusions:Echocardiography report indicator ratios of AO flow velocity/VSD flow velocity and LVEF/VSD flow velocity have strong correlations with postoperative auxiliary ventilation time in children with VSD, and the ratios of LVEF/tricuspid regurgitation velocity and tricuspid regurgitation pressure gradient/LA diameter are significantly different between groups with and without postoperative complications. The ratios of indicators can significantly improve this correlation and difference, which can be used to predict the prognosis of VSD operation.
7.Dysregulated Free Fatty Acid Receptor 2 Exacerbates Colonic Adenoma Formation in ApcMin/+ Mice: Relation to Metabolism and Gut Microbiota Composition
Yi-Wen HUANG ; Chien-Wei LIN ; Pan PAN ; Carla Elena ECHEVESTE ; Athena DONG ; Kiyoko OSHIMA ; Martha YEARSLEY ; Jianhua YU ; Li-Shu WANG
Journal of Cancer Prevention 2021;26(1):32-40
Free fatty acid receptor 2 (FFAR2) has been reported as a tumor suppressor in colon cancer development. The current study investigated the effects of FFAR2 signaling on energy metabolism and gut microbiota profiling in a colorectal cancer mouse model (ApcMin/+). FFAR2 deficiency promoted colonic polyp development and enhanced fatty acid oxidation and bile acid metabolism. Gut microbiome sequencing analysis showed distinct clustering among wild-type, ApcMin/+, and ApcMin/+-Ffar2-/- mice. The relative abundance of Flavobacteriaceae and Verrucomicrobiaceae was significantly increased in the ApcMin/+-Ffar2-/- mice compared to the ApcMin/+ mice. In addition, knocking-down FFAR2 in the human colon cancer cell lines (SW480 and HT29) resulted in increased expression of several key enzymes in fatty acid oxidation, such as carnitine palmitoyltransferase 2, acyl-CoA dehydrogenase, longchain acyl-CoA dehydrogenase, C-2 to C-3 short chain, and hydroxyacyl-CoA dehydrogenase/3-ketoacyl-CoA thiolase/enoyl-CoA hydratase, alpha subunit. Collectively, these results demonstrated that FFAR2 deficiency significantly altered profiles of fatty acid metabolites and gut microbiome, which might promote colorectal cancer development.
8.Dysregulated Free Fatty Acid Receptor 2 Exacerbates Colonic Adenoma Formation in ApcMin/+ Mice: Relation to Metabolism and Gut Microbiota Composition
Yi-Wen HUANG ; Chien-Wei LIN ; Pan PAN ; Carla Elena ECHEVESTE ; Athena DONG ; Kiyoko OSHIMA ; Martha YEARSLEY ; Jianhua YU ; Li-Shu WANG
Journal of Cancer Prevention 2021;26(1):32-40
Free fatty acid receptor 2 (FFAR2) has been reported as a tumor suppressor in colon cancer development. The current study investigated the effects of FFAR2 signaling on energy metabolism and gut microbiota profiling in a colorectal cancer mouse model (ApcMin/+). FFAR2 deficiency promoted colonic polyp development and enhanced fatty acid oxidation and bile acid metabolism. Gut microbiome sequencing analysis showed distinct clustering among wild-type, ApcMin/+, and ApcMin/+-Ffar2-/- mice. The relative abundance of Flavobacteriaceae and Verrucomicrobiaceae was significantly increased in the ApcMin/+-Ffar2-/- mice compared to the ApcMin/+ mice. In addition, knocking-down FFAR2 in the human colon cancer cell lines (SW480 and HT29) resulted in increased expression of several key enzymes in fatty acid oxidation, such as carnitine palmitoyltransferase 2, acyl-CoA dehydrogenase, longchain acyl-CoA dehydrogenase, C-2 to C-3 short chain, and hydroxyacyl-CoA dehydrogenase/3-ketoacyl-CoA thiolase/enoyl-CoA hydratase, alpha subunit. Collectively, these results demonstrated that FFAR2 deficiency significantly altered profiles of fatty acid metabolites and gut microbiome, which might promote colorectal cancer development.
9.Principles and suggestions on biosafety protection of biological specimen preservation during prevalence of COVID-19.
Xiaoyan ZHANG ; Wei SUN ; Shiqiang SHANG ; Jianhua MAO ; Junfen FU ; Qiang SHU ; Kewen JIANG
Journal of Zhejiang University. Medical sciences 2020;49(2):170-177
Coronavirus disease 2019 (COVID-19) is a grade B infectious disease caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). In pace with the spreading of the disease, biosafety risk of the biological specimen preservation in biobanks has been significantly increased and biosafety protection during biological specimen preservation become increasingly important. According to the related national rules and the corresponding guidelines of Chinese Medical Association, this paper introduced the etiology about SARS-CoV-2, epidemiology about COVID-19, and the biosafety protection principles of individuals and biological specimen storage places in the process of personal protection, protection of collection, transport, handling, preservation, detection, post-detection disposal and emergencies of biological specimen. Emphasized to carry out a strict biosafety-risk assessment on biological specimen basing on virus load information, infectivity, and sample type (possible contact transmission, aerosol transmission, and fecal oral transmission).
Betacoronavirus
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isolation & purification
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Containment of Biohazards
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standards
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Coronavirus Infections
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epidemiology
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prevention & control
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transmission
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Humans
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Pandemics
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prevention & control
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Pneumonia, Viral
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epidemiology
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prevention & control
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transmission
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Prevalence
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Risk Assessment
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Specimen Handling
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standards
10.Anti-colonic Inflammation by Black Raspberries through Regulating Toll-like Receptor-4 Signaling in Interlukin-10 Knockout Mice
Yi-Wen HUANG ; Carla Elena ECHEVESTE ; Kiyoko OSHIMA ; Jianying ZHANG ; Martha YEARSLEY ; Jianhua YU ; Li-Shu WANG
Journal of Cancer Prevention 2020;25(2):119-125
Ulcerative colitis (UC) is a chronic inflammatory disease of the colon, with a steadily rising prevalence in Western and newly industrialized countries. UC patients have a cancer incidence as high as 10% after 20 years of the disease. Although the importance of fruits and vegetables in defense against UC is beginning to be appreciated, the mechanisms remain largely unclear. In the current study, we reported that dietary black raspberries (BRBs) decreased colonic inflammation in the mucosa and submucosa of interleukin (IL)-10 knockout (KO) mice. We then used colon, spleen, and plasma from those mice to investigate whether BRBs exert their anti-inflammatory effects by correcting dysregulated toll-like receptor (TLR)-4 signaling to downregulate prostaglandin E2 (PGE2). Other studies reported that spleen is the reservoir of macrophages and depletion of macrophages in IL-10 KO mice prevents the development of colitis. Our results showed that BRBs decreased the percentages of macrophages in spleens of IL-10 KO mice. Moreover, mechanistically, the BRB diet corrected dysregulated TLR-4 signaling in cells from the colon and spleen, decreased PGE2 and prostaglandin I2, and increased 15-lipoxygenase and its product, 13-S-hydroxyoctadecadienoic acid, in plasma of IL- 10 KO mice. Therefore, we have elucidated one of the anti-inflammatory mechanisms of BRBs, and have identified biomarkers that could be indicators of response in UC patients treated with them. Our findings with BRBs could well apply to many other commonly consumed fruits and vegetables.

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