1.Research and practice of medical laboratory applied talent training program in local colleges and universities
Zhijian HU ; Feng HAN ; Wenjuan WANG ; Weiwei HE ; Fusheng XIE ; Liangliang OUYANG ; Weifang LIAO
Chinese Journal of Medical Education Research 2024;23(1):67-73
Objective:To analyze the implementation effects of a medical laboratory talent training program based on local colleges and universities' applied talent-oriented cultivation principal as well as students' interests and industry needs.Methods:Based on the design principals of clarifying the professional orientation, meeting the national standard, reconstructing the curriculum system, introducing the spirit of innovation and entrepreneurship, and multi-dimensional collaborative education, as well as the reverse design path of the outcome-based education concept, we have built a medical laboratory applied talent training system focusing on humanity education, solid foundation, broad employment, and good competency and in accordance with the "three complete education" strategy, along with measures including creating an applied teaching atmosphere, developing an applied curriculum teaching model, providing vocational guidance and improving vocational identity, and promoting education via evaluation. The system was applied to the training and practice of students of grades 2021 and 2022 majoring in medical laboratory technology. SPSS20.0 software was used for statistical analysis.Results:With the concept of application-oriented talent training and the "four-in-one" practical teaching model, students' skills were improved, and the training path was broadened. Compared with those trained with the original program (grades 2019-2020), the graduates trained with the new program (grades 2021-2022) showed a significantly decreased employment rate in medical laboratory jobs in medical institutions from 71.25% to 42.86% ( χ2=12.36, P<0.001), a significantly increased employment rate in in-vitro diagnostics industry from 3.75% to 17.14% ( χ2=7.44, P<0.05), and a significantly increased rate of applying for postgraduate education from 17.05% to 32.86% ( χ2=4.74, P<0.05). Conclusions:The medical laboratory talent training program based on the talent training principal of local colleges and universities combined with students' interests and industry needs can help improve the quality of talent training and broaden the employment path of graduates.
2.Dosimetric comparison of volumetric modulated arc therapy plans with different X-ray energies in patients with cervical cancer
Chao YANG ; Jihua HAN ; Zhijian ZHU ; Dongcheng HE
Chinese Journal of Radiological Health 2024;33(5):573-577
Objective To investigate the effects of volumetric modulated arc therapy (VMAT) with 6 MV and 10 MV X-ray photon energies in patients with cervical cancer. Methods From March 2019 to May 2020, 24 patients with cervical cancer who underwent radiation therapy in the Oncology Radiotherapy Department of our hospital were selected. VMAT plans with 6 MV and 10 MV photon energies were re-designed for each patient. The target parameters (D98%, D2%, Dmean), conformal index, and homogeneity index of the two groups were compared. The radiation doses received by the bladder, rectum, small intestine, left femoral head, right femoral head, and normal tissue other than planning target volume (Body-PTV), as well as monitor units and estimated total delivery time, were also compared. Results D2%, Dmean, homogeneity index, and monitor units were significantly lower in the 10 MV group than in the 6 MV group (50.78 ± 0.33 Gy vs. 50.35 ± 0.29 Gy; 49.05 ± 0.2 Gy vs. 48.93 ± 0.17 Gy; 0.08 ± 0.01 vs. 0.07 ± 0.01;
3.Dosimetric comparison of volumetric modulated arc therapy plans with different X-ray energies in patients with cervical cancer
Chao YANG ; Jihua HAN ; Zhijian ZHU ; Dongcheng HE
Chinese Journal of Radiological Health 2024;33(5):573-577
Objective To investigate the effects of volumetric modulated arc therapy (VMAT) with 6 MV and 10 MV X-ray photon energies in patients with cervical cancer. Methods From March 2019 to May 2020, 24 patients with cervical cancer who underwent radiation therapy in the Oncology Radiotherapy Department of our hospital were selected. VMAT plans with 6 MV and 10 MV photon energies were re-designed for each patient. The target parameters (D98%, D2%, Dmean), conformal index, and homogeneity index of the two groups were compared. The radiation doses received by the bladder, rectum, small intestine, left femoral head, right femoral head, and normal tissue other than planning target volume (Body-PTV), as well as monitor units and estimated total delivery time, were also compared. Results D2%, Dmean, homogeneity index, and monitor units were significantly lower in the 10 MV group than in the 6 MV group (50.78 ± 0.33 Gy vs. 50.35 ± 0.29 Gy; 49.05 ± 0.2 Gy vs. 48.93 ± 0.17 Gy; 0.08 ± 0.01 vs. 0.07 ± 0.01;
4.Detection and recognition of urinary VOCs marker gases for bladder cancer based on electronic nose technology
Zhijian HUANG ; Yutong HAN ; Yufan SUN ; Zhigang ZHU
International Journal of Biomedical Engineering 2024;47(2):115-122
Objective:To design an electronic nose that can detect and identify urinary volatile organic compounds (VOCs) as marker gases for bladder cancer.Methods:Isopropyl alcohol, ethylbenzene, acetic acid, and ammonia were selected as target gases, and 8 metal oxide gas sensors were used to construct sensor arrays for testing and collecting experimental data, and different characteristics were normalized. Recursive feature elimination (RFE) was used to select the best feature subset, and principal component analysis (PCA) and linear discriminant analysis (LDA) were further introduced to reduce the data dimension and facilitate visual analysis. In addition, three machine learning algorithms, including support vector machine (SVM), random forest (RF), and K-nearest neighbor (KNN), were combined to train and verify the model.Results:When the feature number was 12, the accuracy of the model classification had the best performance. The feature subset consisted of 5 differences, 5 sensitivities, and 2 integrals, and the data was reduced to 12 dimensions. Only PCA couldn’t distinguish the four gases. The LDA classification performance was significantly better than that of PCA, except that isopropyl alcohol and acetic acid had a small overlap area. LDA could distinguish ethylbenzene and ammonia from isopropyl alcohol and acetic acid; the sample points were gathered, which means the clustering performance was also better. The prediction accuracy of SVM, RF, and KNN was 0.85, 0.56, and 0.79, respectively. After model verification, the classification accuracy of PCA+SVM, LDA+RF, and LDA+KNN was 0.97, 0.94, and 0.97, respectively.Conclusions:An electronic nose was designed to detect and identify urinary VOCs marker gases for bladder cancer.
5.The relationship between mindfulness and mental health among Chinese elite athletes:The parallel mediating roles of experiential acceptance,decentering and cognitive defusion
Danran BU ; Chunqing ZHANG ; Jingdong LIU ; Zhe HAN ; Ning SU ; Zhijian HUANG
Chinese Journal of Sports Medicine 2024;43(9):719-729
Objective To explore the effect of mindfulness training on mental health of elite athletes and its possible mechanism.Methods Totally 462 Chinese elite athletes(Mage=18.16,SD=3.14,Range=12~28,44.8%female)were conducted a cross-sectional questionnaire survey.SPSS23 was employed for data statistical analysis,and the mediation model was tested through the Bootstrap program of the extension program PROCESS.Results Mindfulness significantly and negatively predicted anxiety(β=-0.386,P<0.001),depression(β=-0.342,P<0.001),and poor sleep quality(β=-0.324,P<0.001),but significantly and positively predicted training&competition satisfaction(β=0.432,P<0.001)and psychological well-being(β=0.399,P<0.001).Moreover,mindfulness showed significant effects on anxi-ety,poor sleep quality,and satisfaction to training and competition through experiential acceptance,cognitive defusion,and decentering.However,it performed significant impacts on their depression and psychological well-being only through experiential acceptance and cognitive defusion.Conclusion Mind-fulness directly predicts negative reactions such as anxiety,depression and poor sleep quality,as well as positive ones including training and competition satisfaction and psychological well-being in elite ath-letes.Moreover,it has indirect effects on anxiety,poor sleep and training and competition satisfaction through experiential acceptance,cognitive defusion and decentering,together with on depression and psychological well-being through the former two factors.
6.Compliance with enhanced recovery after surgery protocol in geriatric patients with fresh fracture
Zhijian SUN ; Xu SUN ; Meng MI ; Honghao XIAO ; Han FEI ; Guiling PENG ; Chunling ZHANG ; Yao JIANG ; Yan ZHOU ; Ting LI ; Maoqi GONG ; Xinbao WU
Chinese Journal of Orthopaedic Trauma 2023;25(1):58-63
Objective:To analyze the compliance with enhanced recovery after surgery (ERAS) protocol in geriatric patients with fresh fracture.Methods:A retrospective study was conducted on the data of the patients with fresh extremity fracture which had been included in the ERAS perioperative protocol database during May 2019 and January 2022 at Department of Orthopaedic Trauma, Beijing Jishuitan Hospital. The patients ≥65 years were selected as a study group which was matched by a control group of the patients < 65 years in sex, fracture type and date frame of hospitalization at a ratio of 1∶1. The 2 groups were compared in the compliance with the 14 ERAS core perioperative elements.Results:The study group and the control group each included 66 patients who were matched in sex and fracture type. 62.1% (41/66) of the patients in the study group had combined diseases, significantly more than that [16.7% (11/66)] in the control group( P<0.001). Altogether, the compliance with the 14 ERAS core perioperative elements was 78.6 (71.4, 85.7) % in both groups, showing no significant difference between them ( P>0.05). Respectively, the compliance with the postoperative oral intake in the study group (80.3%, 53/66) was significantly lower than that in the control group (92.4%, 61/66) ( P<0.05); the compliance with the other 13 elements showed no statistically significant difference between the 2 groups ( P>0.05). Conclusion:The ERAS perioperative protocol can be carried out smoothly in geriatric patients with fresh fracture whose compliance may be comparable to that of the none-elderly patients.
7.Evaluation of left ventricular structural and functional abnormalities and vascular calcification in kidney transplant recipients and the effect of bone metabolism on them
Li SUN ; Zhijian HAN ; Xiaobing JU ; Jun TAO ; Hao CHEN ; Zhengkai HUANG ; Zijie WANG ; Shuang FEI ; Min GU ; Ruoyun TAN
Chinese Journal of Organ Transplantation 2023;44(4):214-222
Objective:To evaluate left ventricular structural and functional abnormalities and vascular calcification in kidney transplant (KT) recipients, explore their influencing factors and examine the effects of mineral and bone disorders.Methods:From January 2017 to December 2019, retrospective analysis was performed for 292 KT recipients. Biochemical markers of bone metabolism, bone mineral density (BMD), left ventricular hypertrophy (LVH), left ventricular ejection fraction (LVEF), left ventricular diastolic function, coronary artery calcification (CAC) score and thoracic aortic calcification (TAC) score were assessed. Linear regression and binary Logistic regression analyses were employed for evaluating the influencing factors of cardiovascular parameters and the influence of abnormal mineral and bone metabolism.Results:Postoperative abnormalities in mineral and bone disorders were manifested mostly as hypercalcemia (8.9%, 26/292), hypophosphatemia (27.1%, 79/292), low 25-hydroxyvitamin D (25(OH)vitD) (67.0%, 196/292), hyperparathyroidismhigh parathyroid hormone (PTH) (50.6%, 148/292), elevated bone turnover markers and bone loss rate of 25%-30%. The prevalence of LVH, LVEF<50%, left ventricular diastolic dysfunction, high CAC score and high TAC score were 39.9%(116/292), 0%, 13.1%(38/292), 17.3%(50/292) and 39.9%(116/292) respectively. The results of multivariate analysis indicated that LVH was correlated positively with hypertension and serum calcium (Ca) (95% CI: 1.242-28.080, P=0.026; 95% CI: 1.714-277.584, P=0.018); LVEF was correlated positively with lumbar vertebrae BMD (95% CI: 0.000 1-0.005 5, P=0.041); Left ventricular diastolic dysfunction was correlated positively with age, diabetes and parathyroid hyperplasia/nodules (95% CI: 1.050-1.176, P<0.001; 95% CI: 2.118-43.813, P=0.003 and 95% CI: 1.419-9.103, P=0.007); High CAC score was correlated positively with recipient age and dialysis time (95% CI: 1.036-1.160, P=0.001; 95% CI: 1.009-1.041, P=0.002); High TAC score was correlated positively with age (95% CI: 1.095-1.215, P<0.001). Correlation analysis indicated that TAC was correlated positively with serum Ca ( r=0.233, P=0.003), bone-specific alkaline phosphatase (BALP)( r=0.325, P<0.001) and type Ⅰ collagen cross-linked N-terminal peptide (NTX)( r=0.204, P=0.011) and negatively with femoral neck BMD ( r=0.194, P=0.017). Conclusions:There is a high prevalence of left ventricular structural and functional abnormalities and vascular calcification. It is closely correlated with mineral and bone disorders.
8.Association rules between hair selenium level and residents' diet in Keshan disease area of Zhangjiakou in 2018 -2020
Liping HAO ; Haijun GU ; Zhijian ZHAO ; Guoyi HAN
Journal of Public Health and Preventive Medicine 2023;34(4):81-84
Objective To explore the related factors of hair selenium level in Keshan disease area of Zhangjiakou City, Hebei Province, and to provide reliable data basis for consolidating the elimination of Keshan disease. Methods The association rule (Apriori) analysis was carried out on the survey data of hair selenium level of people in Keshan disease endemic areas and non-endemic areas of Zhangjiakou City from 2018 to 2020. By setting the minimum support and confidence, and combining with the lift ratio, the association relationship between the hair selenium level of people in Keshan disease area and the staple food and vegetables of the residents was analyzed. Results A total of 5 strong association rules were generated. The maximum values of support, confidence and lift ratio were 12.22, 93.33 and 1.17, respectively, and the minimum values were 10.00, 90.91 and 1.14, respectively. The moderate level of selenium in the hair of residents in the disease area was related to the consumption of food purchased from other places and a large quantity of vegetables. Conclusion Association rules provide a reference research method for improving hair selenium nutrition level of residents in Keshan disease area of Zhangjiakou City and establishing a long-term mechanism for Keshan disease prevention and control.
9.Analytic performance validation of laboratory-developed real-time quantitative PCR (RQ-PCR) test for BCR::ABL1 p210 transcript in chronic myeloid leukemia
Cong HAN ; Ge SONG ; Jiao MA ; Shicai XU ; Qi SUN ; Huijun WANG ; Zhijian XIAO ; Yao YAO
Chinese Journal of Laboratory Medicine 2023;46(10):1040-1047
Objective:To establish and validate analytic performance of laboratory-developed real-time quantitative polymerase chain reaction (RQ-PCR) test (LDT) for BCR::ABL1 p210 transcript.Methods:Using the primes and probes released by the Europe Against Cancer Program(EAC), we have established BCR::ABL1 p210 RQ-PCR test. The laboratory-specific conversion factor (CF) was determined by the WHO 1 st International Genetic Reference Panel, and a two-level internal control is developed using a mixture of K562 and HL60 cell lines was created to ensure traceability. Analytical performance, including analytical accuracy, analytical precision, linearity range, analytic sensitivity and specificity of RQ-PCR LDT test for BCR::ABL1 p210 transcript were validated according to CLIS guidelines. Furthermore, a comparison was made with an FDA-cleared RQ-PCR in vitro diagnostics (IVD) kit by Bland-Altman analysis. Results:The laboratory specific conversion factor (CF) for LDT RQ-PCR was determined to be 0.535 based on WHO 1 st International Genetic Reference Panel, which can be used to convert to the BCR::ABL international scale (BCR::ABL1 IS) reliably. The repeatability of BCR::ABL1 IS results at 4 different molecular response (MR0.5,MR1.5,MR2.5,MR3.5) levels are 7.44%, 5.33%, 9.12% and 18.06%, respectively, with total precision of 7.99%, 5.49%, 10.95% and 17.99%. The previous CAP proficiency test (PT) results from our laboratory were within the acceptable range of variation. MR results of our laboratory and MR mean value of all CAP-PT laboratory is highly correlated ( r=0.999, P<0.01), and consistent according to Bland-Altman analysis. Furthermore, the LDT method in our laboratory has a high correlation with the test results of FDA-cleared Qiagen IVD kit ( r=0.997, P<0.01). BCR::ABL1 IS results of BCR::ABL1 e13a2 transcript showed linearity within the range of 0.001%-7.454%, with a maximum coefficient of variation (% CV) 64.09%. The linearity range of e14a2 transcript BCR::ABL1 IS was 0.002%-12.398%, with a maximum % CV of 43.37%. The test has a limit of detection (LoD) of MR5.0 (0.001% IS) for e13a2 and MR4.8 (0.002% IS) for e14a2 transcript, respectively. The limit of quantitation (LoQ) for both e13a2 and e14a2 transcripts was MR4.7 (0.002% IS). The test exhibited 100% specificity, with no cross-reactivity observed between the p190 transcript and p210. Conclusions:The analytic performance of BCR::ABL1 p210 LDT RQ-PCR test from our laboratory is excellent, which can meet the clinical needs of BCR::ABL1 detection in patients with chronic myeloid leukemia.
10.Clinical and genetic characteristics of young patients with myeloproliferative neoplasms
Mengyu ZHANG ; Mei BAO ; Dayu SHI ; Hongxia SHI ; Xiaoli LIU ; Na XU ; Minghui DUAN ; Junling ZHUANG ; Xin DU ; Ling QIN ; Wuhan HUI ; Rong LIANG ; Meifang WANG ; Ye CHEN ; Dongyun LI ; Wei YANG ; Gusheng TANG ; Weihua ZHANG ; Xia KUANG ; Wei SU ; Yanqiu HAN ; Limei CHEN ; Jihong XU ; Zhuogang LIU ; Jian HUANG ; Chunting ZHAO ; Hongyan TONG ; Jianda HU ; Chunyan CHEN ; Xiequn CHEN ; Zhijian XIAO ; Qian JIANG
Chinese Journal of Hematology 2023;44(3):193-201
Objectives:To investigate the clinical and genetic features of young Chinese patients with myeloproliferative neoplasms (MPN) .Methods:In this cross-sectional study, anonymous questionnaires were distributed to patients with MPN patients nationwide. The respondents were divided into 3 groups based on their age at diagnosis: young (≤40 years) , middle-aged (41-60 years) , and elderly (>60 years) . We compared the clinical and genetic characteristics of three groups of MPN patients.Results:1727 assessable questionnaires were collected. There were 453 (26.2%) young respondents with MPNs, including 274 with essential thrombocythemia (ET) , 80 with polycythemia vera (PV) , and 99 with myelofibrosis. Among the young group, 178 (39.3%) were male, and the median age was 31 (18-40) years. In comparison to middle-aged and elderly respondents, young respondents with MPN were more likely to present with a higher proportion of unmarried status (all P<0.001) , a higher education level (all P<0.001) , less comorbidity (ies) , fewer medications (all P<0.001) , and low-risk stratification (all P<0.001) . Younger respondents experienced headache (ET, P<0.001; PV, P=0.007; MF, P=0.001) at diagnosis, had splenomegaly at diagnosis (PV, P<0.001) , and survey (ET, P=0.052; PV, P=0.063) . Younger respondents had fewer thrombotic events at diagnosis (ET, P<0.001; PV, P=0.011) and during the survey (ET, P<0.001; PV, P=0.003) . JAK2 mutations were found in fewer young people (ET, P<0.001; PV, P<0.001; MF, P=0.013) ; however, CALR mutations were found in more young people (ET, P<0.001; MF, P=0.015) . Furthermore, mutations in non-driver genes (ET, P=0.042; PV, P=0.043; MF, P=0.004) and high-molecular risk mutations (ET, P=0.024; PV, P=0.023; MF, P=0.001) were found in fewer young respondents. Conclusion:Compared with middle-aged and elderly patients, young patients with MPN had unique clinical and genetic characteristics.


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