1.Blood management strategy for massive transfusion patients in frigid plateau region
Haiying WANG ; Jinjin ZHANG ; Lili CHEN ; Xiaoli SUN ; Cui WEI ; Yongli HUANG ; Yingchun ZHU ; Chong CHEN ; Yanchao XING
Chinese Journal of Blood Transfusion 2025;38(2):268-273
[Objective] To explore the strategy of blood management in patients with massive transfusion in the frigid plateau region. [Methods] The treatment process of a patient with liver rupture in the frigid plateau region was analyzed, and the blood management strategy of the frigid plateau region was discussed in combination with the difficulties of blood transfusion and literature review. [Results] The preoperative complete blood count (CBC) test results of the patient were as follows: RBC 3.14×1012/L, Hb 106 g/L, HCT 30.40%, PLT 115.00×109/L; coagulation function: PT 18.9 s, FiB 1.31 g/L, DD > 6 μg/mL, FDP 25.86 μg/mL; ultrasound examination and imaging manifestations suggested liver contusion and laceration / intraparenchymal hematoma, splenic contusion and laceration, and massive blood accumulation in the abdominal cavity; it was estimated that the patient's blood loss was ≥ 2 000 mL, and massive blood transfusion was required during the operation; red blood cell components were timely transfused during the operation, and the blood component transfusion was guided according to the patient's CBC and coagulation function test results, providing strong support and guarantee for the successful treatment of the patient. The patient recovered well after the operation, and the CBC test results were as follows: RBC 4.32×1012/L, Hb 144 g/L, HCT 39.50%, PLT 329.00×109/L; coagulation function: APTT 29.3 s, PT 12.1 s, FiB 2.728 g/L, DD>6 μg/mL, FDP 25.86 μg/mL. The patient was discharged after 20 days, and regular follow-up reexamination showed no abnormal results. [Conclusion] Individualized blood management strategy should comprehensively consider the patient’s clinical symptoms, the degree of hemoglobin decline, dynamic coagulation test results and existing treatment conditions. Efficient and reasonable patient blood management strategies can effectively improve the clinical outcomes of massive transfusion patients in the frigid plateau region.
2.An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue.
Wenqi ZHANG ; Yanan ZHANG ; Yan SHEN ; Chun SUN ; Jie CHEN ; Yuhe WEI ; Jian KANG ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(10):1371-1382
OBJECTIVE:
To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques.
METHODS:
A depth camera was used to capture the acupuncture operator's hand movements during "lifting and thrusting" and "twisting and rotating" of needle. Simultaneously, the ultrasound imaging was employed to record the muscle tissue responses of the participants. Amplitude and angular features were extracted from the movement data of operators, and muscle fascicle slope features were derived from the data of ultrasound images. The dynamic time warping barycenter averaging algorithm was adopted to align the dual-source data. Various machine learning techniques were applied to build quantitative models, and the performance of each model was compared. The most optimal model was further analyzed for its interpretability.
RESULTS:
Among the quantitative models built for the two types of MAMs, the random forest model demonstrated the best performance. For the quantitative model of the "lifting and thrusting" technique, the coefficient of determination (R2) was 0.825. For the "twisting and rotating" technique, R2 reached 0.872.
CONCLUSION
Machine learning can be used to effectively develop the models and quantify the effects of MAMs on subcutaneous muscle tissue. It provides a new perspective to understand the mechanism of acupuncture therapy and lays a foundation for optimizing acupuncture technology and designing personalized treatment regimen in the future.
Humans
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Acupuncture Therapy/methods*
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Machine Learning
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Male
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Adult
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Female
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Subcutaneous Tissue/diagnostic imaging*
;
Young Adult
3.Independent and Interactive Effects of Air Pollutants, Meteorological Factors, and Green Space on Tuberculosis Incidence in Shanghai.
Qi YE ; Jing CHEN ; Ya Ting JI ; Xiao Yu LU ; Jia le DENG ; Nan LI ; Wei WEI ; Ren Jie HOU ; Zhi Yuan LI ; Jian Bang XIANG ; Xu GAO ; Xin SHEN ; Chong Guang YANG
Biomedical and Environmental Sciences 2025;38(7):792-809
OBJECTIVE:
To assess the independent and combined effects of air pollutants, meteorological factors, and greenspace exposure on new tuberculosis (TB) cases.
METHODS:
TB case data from Shanghai (2013-2018) were obtained from the Shanghai Center for Disease Control and Prevention. Environmental data on air pollutants, meteorological variables, and greenspace exposure were obtained from the National Tibetan Plateau Data Center. We employed a distributed-lag nonlinear model to assess the effects of these environmental factors on TB cases.
RESULTS:
Increased TB risk was linked to PM 2.5, PM 10, and rainfall, whereas NO 2, SO 2, and air pressure were associated with a reduced risk. Specifically, the strongest cumulative effects occurred at various lags: PM 2.5 ( RR = 1.166, 95% CI: 1.026-1.325) at 0-19 weeks; PM 10 ( RR = 1.167, 95% CI: 1.028-1.324) at 0-18 weeks; NO 2 ( RR = 0.968, 95% CI: 0.938-0.999) at 0-1 weeks; SO 2 ( RR = 0.945, 95% CI: 0.894-0.999) at 0-2 weeks; air pressure ( RR = 0.604, 95% CI: 0.447-0.816) at 0-8 weeks; and rainfall ( RR = 1.404, 95% CI: 1.076-1.833) at 0-22 weeks. Green space exposure did not significantly impact TB cases. Additionally, low temperatures amplified the effect of PM 2.5 on TB.
CONCLUSION
Exposure to PM 2.5, PM 10, and rainfall increased the risk of TB, highlighting the need to address air pollutants for the prevention of TB in Shanghai.
China/epidemiology*
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Humans
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Air Pollutants/analysis*
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Tuberculosis/epidemiology*
;
Incidence
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Meteorological Concepts
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Particulate Matter/adverse effects*
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Environmental Exposure
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Male
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Female
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Adult
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Air Pollution
;
Middle Aged
4.Evaluation of clinical application of automatic coagulation detection assembly line in high-throughput specimen detection
Hui WU ; Lin SUN ; Meixiu GU ; Yichao GUO ; Chong WANG ; Beili WANG ; Baishen PAN ; Wei GUO
International Journal of Laboratory Medicine 2024;45(12):1416-1418,1424
Objective To evaluate the clinical application of automatic coagulation detection assembly line in high-throughput specimen detection.Methods The relevant information of sodium citrate anticoagulation samples in Zhongshan Hospital Affiliated to Fudan University from June to August 2021 was collected,inclu-ding sample collection time,receiving time,instrument sucking time,test completion time,and whether it pas-sed autoverification or not.The sample pretreatment time,testing time and turnaround time(TAT)of the au-tomatic coagulation detection assembly line were compared before and after installation,and the detection speed of the automatic coagulation detection assembly line was evaluated.Results The automatic coagulation detection line was expected to detect 650-900 samples per hour.The increase in the number of turbidimetric tests would slow down the detection speed of the instrument.Automatic coagulation detection assembly line test specimen to clinic and ward of pretreatment time and testing time were shorter than single detection,the differences were statistically significant(P<0.05).The automatic coagulation detection assembly line could shorten TAT(P<0.05).After the application of automatic coagulation detection assembly line,the autoveri-fication rate was 25.6%.Conclusion The automatic coagulation detection assembly line is suitable for high-throughput specimen detection in laboratory.Compared with stand-alone coagulation detection,the automatic coagulation detection assembly line could shorten TAT and testing time,and help to reduce the work pressure of laboratory personnel.
5.Diagnostic value of ultrasonography and CT in acute appendicitis
Kai LU ; Chong SUN ; Juan MIAO ; Kaibo ZHOU ; Wei WANG ; Hua YANG ; Yong CHENG
Journal of Practical Radiology 2024;40(4):586-589
Objective To compare the diagnostic value of ultrasonography and CT in acute appendicitis.Methods A retrospective analysis was conducted on 279 patients who were diagnosed with acute appendicitis and followed emergency surgery.Patients were divided into different subgroups based on postoperative pathological results and body mass index(BMI),and the pathological results were used as the gold standard to analyze whether there were differences in the diagnostic accuracy of ultrasonography and CT examination for acute appendicitis.Results A total of 279 patients with confirmed acute appendicitis,with 64 cases of simple appendicitis,127 cases of suppurative appendicitis,and 88 cases of gangrenous appendicitis according to pathological classification.The diagnostic accuracy of ultrasonography was 68.75%(44/64),73.22%(93/127),and 81.81%(72/88),respectively.The diagnostic accuracy of CT was 71.87%(46/64),82.67%(105/127),and 90.90%(80/88),respectively.There was no statistically significant difference in diagnostic accuracy between the two examinations(P>0.05).Subgroup analysis based on patient BMI showed that there was no difference in diagnostic accuracy of the two examinations for patients with normal BMI(P>0.05),while for overweight and obese patients,the diagnostic accuracy of CT was better than that of ultrasonography,with a statistical difference(P<0.05).Conclusion There is no difference in the diagnostic accuracy of ultrasonography and CT examinations for acute appendicitis of different pathological types.But for overweight and obese acute appendicitis patients,the diagnostic accuracy of CT examination is superior to ultrasonography.
6.Epidemiology of spatiotemporal distribution of respiratory bacterial infections in Sanmenxia City in 2012 - 2022
Ruihua SUN ; Jinman WEI ; Pingping YANG ; Lihua LI ; Chong ZHU
Journal of Public Health and Preventive Medicine 2024;35(4):66-69
Objective To analyze the spatiotemporal distribution characteristics of respiratory bacterial infections in Sanmenxia City from 2012 to 2022, and explore key areas for respiratory infection prevention and control. Methods Respiratory bacterial infection cases admitted to our hospital from 2012 to 2022 was collected, use OpenGeoDal software for spatial autocorrelation analysis, and SaTScan software for spatiotemporal scanning analysis. Results From 2012 to 2022, 8762 cases of respiratory bacterial infection were reported in Sanmenxia , with an average annual incidence of 173.47/100 000 and a standardized incidence of 132.63/100 000,and the overall incidence showed a downward trend (χ2=48.093,P<0.01). The incidence of respiratory tract bacterial infection has gender characteristics,the incidence of respiratory tract bacterial infection is the highest among people aged 50 years and above (P<0.05). There was no global spatial autocorrelation, and local autocorrelation results showed that the "high-high" clustering area was mainly located in Yima City. The spatiotemporal scanning results showed that the first level aggregation area was located in Yima City, with a time span of 2020-2022 and a radiation radius of 4.57 km (LLR=40.19, RR=3.27, P<0.001). Conclusion The overall trend of respiratory bacterial infections in Sanmenxia City is decreasing, and Yima City is a “high- high” gathering area, which is a key region to prevention and control.
7.Expression of miR-205 and miR-367 in cutaneous malignant melanoma tissue and their clinical significances
Li-Jun ZHANG ; Wei-Heng YAN ; Guo-Qing HUANG ; Chong-Zhou SUN
Journal of Regional Anatomy and Operative Surgery 2024;33(1):84-88
Objective To study the expression of miR-205 and miR-367 in cutaneous malignant melanoma(CMM)tissue and their relationships with clinicopathological characteristics and prognosis.Methods The tumor tissues from 85 patients with CMM who were admitted to our hospital from May 2013 to December 2019 were selected as the CMM group,and the nevus tissue samples from 80 patients with benign pigmented nevi who were treated in our hospital during the same period were selected as the control group.The expression level of miR-205 and miR-367 of two groups were detected by qRT-PCR.The clinical and pathological data of patients with CMM were collected,and the relationships between the expression of miR-205 and miR-367 and clinicopathological characteristics were analyzed.Kaplan-Meier was used to draw the survival curves of patients 3 years after surgery,and the survival rate of patients was analyzed by Log-rank test.The influencing factors of prognosis was analyzed by COX proportional risk regression model.Results The expression level of miR-205 of patients in the CMM group was lower than that in the control group,and the expression level of miR-367 was higher than that in the control group(P<0.05).The proportions of patients with ulceration,high clinical stage,tumor invasion,low KPS score,thick primary lesion,high Clark grade,lymph node metastasis in the miR-205 low-expression group were higher than those in the miR-205 high-expression group(P<0.05),the proportions of patients with the above indexes in the miR-367 high-expression group were higher than those in the miR-367 low-expression group(P<0.05).Patietns were followed up for 3 years,with a median time of 28.3 months,and 1 case was lost to followed-up.The Kaplan-Meier survival curve showed that the 3-year survival rate of patients in the miR-205 high-expression group was higher than that in the miR-205 low-expression group(P<0.05),and the 3-year survival rate of patients in the miR-367 low-expression group was higher than that in the miR-367 high-expression group(P<0.05).COX multivariate regression analysis showed that the high clinical stage,low KPS score,high Clark grade,lymph node metastasis,and high expression of miR-367 were the risk factors for prognosis of patients,while high expression of miR-205 was a protective factor(P<0.05).Conclusion Low expression of miR-205 and high expression of miR-367 in CMM tissue are associated with ulceration,high clinical stage,tumor invasion,low KPS score,thick primary lesion,high Clark grade,lymph node metastasis,and poor prognosis.These two indicators may serve as potential biomarkers for prognostic evaluation in CMM patients.
8.Effects of graft recipient weight ratio on early prognosis of split liver transplantation in children
Linxiao LI ; Chong DONG ; Chao SUN ; Kai WANG ; Yang YANG ; Zhen WANG ; Xinzhe WEI ; Ganlin CUI ; Weihan LI ; Wei GAO
Chinese Journal of Organ Transplantation 2024;45(5):315-322
Objective:To explore the effects of graft recipient weight ratio (GRWR) on the early prognosis (within 1 year after operation) of recipients of different ages after split liver transplantation (SLT) in children.Methods:From April 2015 to December 2022, the relevant clinical data were retrospectively reviewed for 188 children aged under 12 years undergoing initial SLT. Based upon operative age, they were assigned into groups of L (age≤18 months, 123 cases) and H (18 months< age≤12 years, 65 cases). Draw receiver operating characteristic (ROC) curves for predicting survival rates in H and L groups using GRWR and determine the cut-off value, and subgroup dassification was based the value. Compare the general condition, intraoperative condition, postoperative condition, and major complications of recipients. Follow-ups were conducted until 12 months post-SLT, death or retransplantation within 12months post-SLT. Kaplan-Meier survival rate analysis was utilized for comparing early postoperative survival rate of recipient/graft. The incidence of major early postoperative complications was examined by χ2 test or Fisher exact probability method. Results:The survival rate of recipients at Month 12 post-SLT was 92.6% (174/188), and graft survival rate was 91.0% (171/188). The survival rate of recipients in group L at Month 12 post-SLT was 94.3% (116/123), and graft survival rate was 92.7% (114/123). The GRWR value determined of 3.1 %. According to the level of GRWR, group L was divided into groups of L-L (GRWR≤3.1%, 36 cases) and L-H (GRWR>3.1%, 87 cases) while group H groups of H-L (GRWR≤3.1%, 55 cases) and H-H (GRWR>3.1%, 10 cases). The survival rates of recipients in groups L-L/L-H were 88.9% (32/36) and 96.6% (84/87) at Month 12 post-SLT. Inter-group difference was not statistically significant ( P=0.077). Graft survival rates were 83.3% (30/36) and 96.6% (84/87 ). Inter-group difference was statistically significant ( P=0.007). The intraoperative cold ischemia time were 479.0 (194.0, 593.0) min and 204.0 (122.0, 495.0) min in groups L-L/L-H. Inter-group difference was statistically significant ( P=0.002 ). The incidence of hepatic artery thrombosis were 13.9 % (5/36) and 2.3 % (2/87) in groups L-L/L-H. Inter-group difference was statistically significant ( P=0.036). The survival rate of recipients in group H at Month 12 post-SLT was 89.2% (58/65), and graft survival rate was 87.7% (57/65). No significant inter-group difference existed during surgery ( P>0.05 ). The survival rates of recipients in group H-L/H-H at Month 12 post-SLT were 92.7 % (51 /55) and 70.0 % (7/10 ). Inter-group difference was statistically significant ( P=0.019). Graft survival rates were 90.9% (50/55) and 70.0% (7/10). Inter-group difference was statistically significant ( P=0.036). No significant inter-group difference existed in the incidence of complications ( P>0.05) . Conclusion:During pediatric SLT, recipients of different ages have different requirements for GRWR. GRWR≤3.1 % implies poor early prognosis of recipients aged ≤18 months and GRWR>3.1% is associated with poor early prognosis of recipients aged between 18 months and 12 years.
9.Risk factors and treatments of portal vein thrombosis after pediatric living donor liver transplantation
Ganlin CUI ; Chong DONG ; Chao SUN ; Kai WANG ; Weiping ZHENG ; Yang YANG ; Zhen WANG ; Xinzhe WEI ; Linxiao LI ; Weihan LI ; Wei GAO
Chinese Journal of Organ Transplantation 2024;45(11):788-795
Objective:To explore the risk factors and treatments of portal vein thrombosis (PVT) in children after pediatric living donor liver transplantation (pLDLT) .Method:From January 2014 to December 2021, the relevant clinical data were retrospectively reviewed for 975 LDLT children at Department of Pediatric Organ Transplantation of Tianjin First Central Hospital. Based upon the postoperative occurrence of PVT, they were assigned into two groups of PVT (19 cases) and non-PVT (956 cases). Univariate and multivariate analyses were performed for screening the risk factors of PVT post-LDLT and discussing the managements and prognoses of PVT.Result:Among them, overall incidence of PVT post-LDLT was 1.9% (19/975), and median time for an initial occurrence of PVT 8 (1-495) day. Single-factor analysis indicated that donor height ( P=0.014), operative duration ( P=0.002) and vascular interposition ( P=0.001) were correlated with the occurrence of postoperative PVT post-pLDLT. Multifactorial analysis revealed that operative duration ( P=0.008) and vascular interposition ( P<0.01) were independent risk factors for PVT post-pLDLT. For 19 cases of postoperative PVT, the measures included surgical thrombectomy (8 cases), urokinase thrombolysis plus warfarin anticoagulation (3 cases), interventional treatment (3 cases), warfarin anticoagulation (4 cases) and retransplantation (1 cases). After treatment, the outcomes were a disappearance of PVT (15 cases), symptomatic improvement (2 cases) and unrelated mortality (2 cases) . Conclusion:During pLDLT, intraoperative placement of blood vessels and operative duration are independent risk factors for the occurrence of PVT. Timely standardized treatment may achieve satisfactory therapeutic outcomes.
10.Analytic method of the characteristics of acupuncture manipulation based on ultrasound imaging
Jie CHEN ; Jun ZHAO ; Yuhe WEI ; Yang BAI ; Jiyu HE ; Ziyi CHEN ; Liming SUN ; Lei WANG ; Jingli LI ; Yanan ZHANG ; Yan SHEN ; Chong SU
China Medical Equipment 2024;21(10):10-18
Objective:To construct an analytic method aimed at the characteristics of the commonly method of supplementing and pouring of acupuncture based on the analysis and modeling of ultrasound images around acupoint region in the process of acupuncture.Methods:A total of 7 healthy subjects who underwent physical examination in Beijing Zhongguancun Hospital from June,2022 to June,2023 were selected,and their Kongzui acupoints were acupunctured by 10 acupuncturists with associate senior title as 4 kinds of acupuncture manipulations included reinforcing by twisting and rotating(RFTR),reducing by twisting and rotating(RDTR),reinforcing by lifting and thrusting(RFLT),and reducing by lifting and thrusting(RDLT).The B-ultrasound diagnostic device was used to collect the images of muscle and fascial tissue below the acupoint,so as to construct the model of images.The definition of virtual acupuncture point was adopted to study the regulation of perturbation of subcutaneous tissue that was caused after the skin was acupunctured by needle.The change regulation of the virtual acupuncture point of muscle bundle below skin at Zuikong acupoint of subjects was analyzed.Results:The difference value of average absolution value between peak and trough of the trajectory of virtual acupuncture point of twisting and rotating was 0.066±0.045,and the average value of amplitude of this method was less than that(0.428±0.276)of lifting and thrusting method,and the twisting and rotating method was uniform and symmetrical,and there was difference between two kinds of acupuncture methods.The characteristics of computer graphics was used to qualify the work effect of lifting and thrusting,and reinforcing and reducing,which showed the heavy insertion and light lifting of RFLT,and showed heavy lifting and light insertion of RDLT,thus distinguished the two methods[(RFLT)and(RDLT)].Conclusions:The ultrasound imaging and computer graphics can be used to analyze the regularity of the common"reinforcing and reducing"method of acupuncture and moxibustion.


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