1.Artificial intelligence system for outcome evaluations of human in vitro fertilization-derived embryos
Ling SUN ; Jiahui LI ; Simiao ZENG ; Qiangxiang LUO ; Hanpei MIAO ; Yunhao LIANG ; Linling CHENG ; Zhuo SUN ; Hou Wa TAI ; Yibing HAN ; Yun YIN ; Keliang WU ; Kang ZHANG
Chinese Medical Journal 2024;137(16):1939-1949
Background::In vitro fertilization (IVF) has emerged as a transformative solution for infertility. However, achieving favorable live-birth outcomes remains challenging. Current clinical IVF practices in IVF involve the collection of heterogeneous embryo data through diverse methods, including static images and temporal videos. However, traditional embryo selection methods, primarily reliant on visual inspection of morphology, exhibit variability and are contingent on the experience of practitioners. Therefore, an automated system that can evaluate heterogeneous embryo data to predict the final outcomes of live births is highly desirable. Methods::We employed artificial intelligence (AI) for embryo morphological grading, blastocyst embryo selection, aneuploidy prediction, and final live-birth outcome prediction. We developed and validated the AI models using multitask learning for embryo morphological assessment, including pronucleus type on day 1 and the number of blastomeres, asymmetry, and fragmentation of blastomeres on day 3, using 19,201 embryo photographs from 8271 patients. A neural network was trained on embryo and clinical metadata to identify good-quality embryos for implantation on day 3 or day 5, and predict live-birth outcomes. Additionally, a 3D convolutional neural network was trained on 418 time-lapse videos of preimplantation genetic testing (PGT)-based ploidy outcomes for the prediction of aneuploidy and consequent live-birth outcomes.Results::These two approaches enabled us to automatically assess the implantation potential. By combining embryo and maternal metrics in an ensemble AI model, we evaluated live-birth outcomes in a prospective cohort that achieved higher accuracy than experienced embryologists (46.1% vs. 30.7% on day 3, 55.0% vs. 40.7% on day 5). Our results demonstrate the potential for AI-based selection of embryos based on characteristics beyond the observational abilities of human clinicians (area under the curve: 0.769, 95% confidence interval: 0.709–0.820). These findings could potentially provide a noninvasive, high-throughput, and low-cost screening tool to facilitate embryo selection and achieve better outcomes. Conclusions::Our study underscores the AI model’s ability to provide interpretable evidence for clinicians in assisted reproduction, highlighting its potential as a noninvasive, efficient, and cost-effective tool for improved embryo selection and enhanced IVF outcomes. The convergence of cutting-edge technology and reproductive medicine has opened new avenues for addressing infertility challenges and optimizing IVF success rates.
2.Status quo and influencing factors of psychological distress among parents of pediatric oncology patients
Pin XIAO ; Tiannyu LUO ; Jiaxin HE ; Qi LIU ; Xinying LIU ; Meiying ZHUO ; Jianhui XIE
Chinese Journal of Modern Nursing 2024;30(14):1938-1942
Objective:To investigate the status quo of psychological distress among parents of children with cancer and analyze its influencing factors.Methods:Totally 334 parents of pediatric oncology patients meeting the inclusion criteria were selected by convenience sampling from Hunan Children's Hospital between June and October 2022. A questionnaire survey was conducted using a general information questionnaire, Distress Thermometer, Social Support Rating Scale, and Mishel Uncertainty in Illness Scale-Family Member Form.Results:A total of 334 questionnaires were distributed, with 298 valid responses received, making the effective response rate 89.22%. The DT score of the 298 parents of pediatric oncology patients was (7.58±2.85). Multiple linear regression analysis revealed that parental gender, the impact of caregiving on income, economic pressure, uncertainty in illness, and social support were significant influencing factors of the parents' psychological distress ( P<0.05) . Conclusions:The psychological distress of parents of children with cancer is at a relatively high level and is influenced by multiple factors. Medical professionals can implement targeted interventions based on specific circumstances to alleviate the psychological distress of these parents.
3.Clinical Analysis of Mitoxantrone Liposome in the Treatment of Children with High-Risk Acute Myeloid Leukemia
Yu-Qing JIAO ; Hao XIONG ; Zhi CHEN ; Li YANG ; Fang TAO ; Ming SUN ; Shan-Shan QI ; Wen-Jie LU ; Zhuo WANG ; Yu DU ; Lin-Lin LUO
Journal of Experimental Hematology 2024;32(2):365-369
Objective:To investigate the safety and efficacy of mitoxantrone liposome in the treatment of children with high-risk acute myeloid leukemia(AML).Methods:The children with high-risk AML who received the mitoxantrone liposome regimen at Wuhan Children's Hospital from January 2022 to February 2023 were collected as the observation group,and the children with high-risk AML who received idarubicin regimen were enrolled as controls,and their clinical data were analyzed.Time to bone marrow recovery,the complete remission rate of bone marrow cytology,the clearance rate of minimal residual disease,and treatment-related adverse reactions were compared between the two groups.Results:The patients treated with mitoxantrone liposome showed shorter time to recovery of leukocytes(17 vs 21 day),granulocytes(18 vs 24 day),platelets(17 vs 24 day),and hemoglobin(20 vs 26 day)compared with those treated with idarubicin,there were statistical differences(P<0.05).The effective rate and MRD turning negative rate in the observation group were 90.9%and 72.7%,respectively,while those in the control group were 94.1%and 76.4%,with no statistical difference(P>0.05).The overall response rate of the two groups of patients was similar.Conclusion:The efficacy of mitoxantrone liposome is not inferior to that of idarubicin in children with high-risk AML,but mitoxantrone liposome allows a significantly shorter duration of bone marrow suppression and the safety is better.
4.Association between Early Minimal Residual Disease Detected by Flow Cytometry and Prognosis in Children with Acute Myeloid Leukemia:A Clinical Retrospective Study
Wen-Jie LU ; Hao XIONG ; Li YANG ; Fei LONG ; Zhi CHEN ; Fang TAO ; Ming SUN ; Zhuo WANG ; Lin-Lin LUO
Journal of Experimental Hematology 2024;32(5):1343-1348
Objective:To investigate the prognostic value of minimal residual disease(MRD)detected by multi-parameter flow cytometry(MFC)in pediatric patients with acute myeloid leukemia(AML)after induction chemotherapy.Methods:A retrospective study was conducted on 97 pediatric patients initially diagnosed with AML at Wuhan Children's Hospital from August 2015 to December 2022.The study analyzed the results of MRD detection using MFC after the first and second cycles of induction chemotherapy,and its association with prognosis were analyzed.Results:Following the first cycle of induction treatment,57 of the 97 patients tested positive for MRD(MRD1+,58.8%).Subsequently,19 patients remained MRD positive(MRD2+,19.6%)after the second cycle of induction treatment.Kaplan-Meier survival analysis showed that the estimated 3-year overall survival(OS)rate of the 37(64.9%)MRD1+patients who underwent transplantation was significantly higher than that of the 20(35.1%)MRD1+patients who did not undergo transplantation(84.6%vs 40.0%,P=0.0001).Among the 35 MRD1+MRD2-patients,the 3-year OS rate of the 25 children who underwent transplantation was higher than that of the 10 children who did not undergo transplantation(87.2%vs 70.0%,P=0.3229).The 3-year OS rate of the 19 MRD1+MRD2+patients was lower than that of the 35 MRD1+MRD2-patients(57.4%vs 81.8%,P=0.059).In the 19 MRD2+patients,the 3-year OS rate of the 12 children who underwent transplantation was significantly higher than that of the 7 children who did not undergo transplantation(80.8%vs 14.3%,P=0.0007).There was no significant difference in 3-year OS between the 12 MRD1+MRD2+patients and 25 MRD1+MRD2-patients,both treated with transplantation(80.8%vs 87.2%,P=0.8868).In those not treated with transplantation,the 7 MRD1+MRD2+patients had a significantly lower 3-year OS compared with the 10 MRD1+MRD2-patients(14.3%vs 70.7%,P=0.0114).Further multivariate analysis indicated that MRD2 positivity and transplantation were both independent prognostic factors(P=0.031,0.000),while MRD1 positivity was not significantly associated with the overall prognosis of 97 patients(P=0.902).Conclusion:MRD positivity following the second cycle of induction chemotherapy is an independent risk factor for unfavorable outcomes in children with AML.MRD2 positivity indicates a poorer prognosis and can help to identify the candidates requiring transplantation.MRD2 positivity is not a contraindication for transplantation in pediatric patients,and early transplantation significantly improves the prognosis of high-risk patients.
5.The Value of IgG Anti-A/Anti-B Antibody Titers after Absorption of IgG Anti-AB Antibodies in Predicting ABO Fetal Neonatal Hemolytic Disease
Chen CHENG ; Yi ZHANG ; Yi-Jing CHEN ; Qun LUO ; Hai-Long ZHUO
Journal of Experimental Hematology 2024;32(6):1903-1908
Objective:To analyze the diagnostic value of IgG anti-A/anti-B antibody titer in the serum of type O pregnant women after absorption of IgG anti-AB antibody for ABO hemolytic disease of fetus and newborn (ABO-HDFN).Methods:From February 2020 to September 2020,235 samples of neonatal hemolytic disease whose mother's blood type O from Beijing Blood Center were selected.The titer of IgG anti-A/anti-B antibody in mother's serum before and after absorption of IgG anti-AB antibody was detected by microcolumn gel card,and the incidence of ABO-HDFN was statistically analyzed.The titer level of IgG anti-A/anti-B antibody and the incidence of ABO-HDFN were compared before and after the absorption of IgG anti-AB antibody,and the diagnostic efficacy of the titer level of IgG anti-A/anti-B antibody in the serum of type O pregnant women after the absorption of IgG anti-A and B antibodies on the incidence of ABO-HDFN was analyzed using the receiver's work characteristic (ROC)curve.Results:Of the 235 neonatal hyperbilirubinemia samples with maternal blood type O,127 were blood type A,38 of which were diagnosed as ABO-HDFN;108 were blood type B,of which 31 were diagnosed as ABO-HDFN.Before and after absorption of IgG anti-AB antibody,there was a significant difference in the titer of IgG anti-A/anti-B antibody (P<0.05).Among the 69 confirmed cases,the incidence of ABO-HDFN increased with the increase of IgG anti-A/anti-B antibody with or without the IgG anti-AB antibody,but the anti-A/anti-B antibody titer≥1:512 before the absorption of IgG anti-AB antibody,while the anti-A/anti-B antibody titer decreased significantly,decreasing by three titers,all≤1∶512.The ROC curve shows that the titers of IgG anti-A/anti-B antibodies before and after absorption of IgG anti-AB antibodies can be used as the efficacy indicators for the diagnosis of ABO-HDFN.However,there was a significant difference in the potency of IgG anti-A/anti-B antibody titer for the diagnosis of ABO-HDFN before and after the absorption of IgG anti-AB antibody (P<0.05).The AUC values were greater than before absorption,indicating that the IgG anti-A/anti-B antibody after the absorption of IgG anti-AB antibody was better than before absorption (P<0.05).Conclusion:The higher the titer of IgG anti-A/anti-B antibody measured after absorbing IgG anti-AB antibody,the higher the incidence of ABO-HDFN. In addition,the efficacy of IgG anti-A/anti-B antibody titer to diagnose ABO-HDFN after absorption of IgG anti-AB antibody is higher than that before absorption.
6.Meta-analysis of efficacy of parent training for children with attention deficit hyperactivity disorder
Meiwen WANG ; Huan SUN ; Sixun LI ; Pei LIU ; Zhuo WANG ; Tingting LUO ; Yujie TAO ; Mingjing SITU ; Yi HUANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(8):755-761
Objective:To assess the efficacy of parent training (PT) on attention deficit hyperactivity disorder (ADHD) symptoms, behavioral problems, and parenting stress in child with ADHD or ADHD symptoms.Methods:Randomized controlled trials of the effect of PT on ADHD symptoms in Chinese children with ADHD or ADHD symptoms were collected by PsychINFO, PubMed, EMBASE, Web of science, Scopus, China National Knowledge database, WanFang database, the China Science and Technology Journal Database and the China Biology Medicine disc. The quality of the included studies was evaluated by version 2 of the Cochrane tool for assessing risk of bias in randomized trial. Forest plots were drawn using Review Manager 5.4.1, sensitivity analyses of results were performed using Stata 18.0 to assess the stability of the results, and publication bias was assessed using funnel plots and Egger's test.Results:A total of 10 studies containing 571 subjects in the experimental group and 562 subjects in the control group met the inclusion exclusion criteria. Significant differences were observed in various measures, including overall ADHD symptoms (MD=-2.43, 95% CI: -3.95--0.91), inattention (MD=-1.10, 95% CI: -1.94--0.26), hyperactivity/impulsivity (SMD=-0.58, 95% CI: -0.87--0.28), overall conduct problems (SMD=-0.80, 95% CI: -1.05--0.55), conduct problem (SMD=-1.34, 95% CI: -2.31--0.37), learning problem (SMD=-0.81, 95% CI: -1.40--0.23), impulsivity/hyperactivity (SMD=-0.53, 95% CI: -0.78--0.29), hyperactivity index (SMD=-1.27, 95% CI: -1.99--0.55), parenting stress index (SMD=-0.69, 95% CI: -1.12--0.26), difficult child (MD=-1.96, 95% CI: -3.44--0.48), dysfunctional interaction (MD=-3.10, 95% CI: -4.43--1.78), and parenting distress (MD=-3.35, 95% CI: -4.59--2.12)(all P<0.05). However, no significant differences were observed in oppositional-defiant disorder, anxiety, or somatic problem. Conclusions:The initial findings suggested that PT was effective for Chinese children with ADHD or ADHD symptoms.The addition of PT appeared to improve core symptoms of ADHD (inattention and hyperactivity/impulsivity), conduct problems, and parental stress more effectively than routine care alone.
7.The current status of treatment for aortic diseases in China
Chang SHU ; Bowen FAN ; Yue ZHUO ; Mingyao LUO ; Kun FANG
Chinese Journal of General Surgery 2024;39(9):657-661
With the population aging, the prevalence rate of cardiovascular diseases in China continues to rise, among which, the mortality rate of aortic diseases is high, the treatment is difficult, and the risk is high. In recent years, the surgical treatment of aortic diseases in China has developed rapidly, and the overall scale has been increasing. This paper introduces the current status of treatment of aortic diseases in China, analyzes the medical quality of endovascular surgery and open surgery, including the number of operations, patient characteristics, mortality, readmission rate and other indicators, and compares the differences among different regions. In addition, advances in the treatment of aortic disease are discussed, including surgical methods, evaluation of effectiveness, and application of new technologies. Overall, China has made some progress in the treatment of aortic diseases, but it still faces the challenge of uneven distribution of medical resources and improvement of medical quality.
8.Exploration on the Effects of Buzhong Yiqi Decoction on the PKCβ/Erk1/2/NF-κB Signaling Pathway in Mice with Autoimmune Thyroiditis
Yue LUO ; Ziyu LIU ; Zhimin WANG ; Zhuo ZHAO ; Mengzhen WANG ; Xiao YANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(11):123-128
Objective To explore the effects of Buzhong Yiqi Decoction on PKCβ/Erk1/2/NF-κB signaling pathway in mice with autoimmune thyroiditis(AIT);To explore the mechanism of Buzhong Yiqi Decoction in the treatment of AIT.Methods Totally 808-week-old NOD.H-2h4 mice were randomly divided into control group,model group,TCM group and selenium yeast tablet group,with 20 mice in each group.The control group was fed with distilled water,and the other groups were given 0.05%sodium iodide for 8 weeks to establish AIT mice model.The medication groups were administered by gavage with corresponding drugs for 8 weeks.The morphology of thyroid tissue was detected by HE staining,ELISA was used to detected the contents of serum TGAb and TPOAb,RT-qPCR was used to detect the expression of PKCβ,Erk1/2,NF-κBp65,RORγt and IL-17 mRNA in thyroid tissue,the protein expressions of PKCβ,Erk1/2,NF-κBp65,RORγt and IL-17 in thyroid tissue were detected by Western blot.Results Compared with the control group,there were a large number of lymphocyte infiltration in thyroid tissue,and serum TGAb and TPOAb contents significantly increased(P<0.001),the expression of PKCβ,Erk1/2,NF-κBp65,RORγt and IL-17 mRNA and protein in thyroid tissue were significantly increased(P<0.001).Compared with the model group,the infiltration of lymphocytes in thyroid tissue of mice in TCM group and selenium yeast tablet group were alleviated,the contents of serum TGAb and TPOAb were significantly decreased(P<0.001),the mRNA and protein expressions of PKCβ,Erk1/2,NF-κBp65,RORγt and IL-17 in thyroid tissue were significantly decreased(P<0.001).There was no statistical significance in the indexes of TCM group and selenium yeast tablet group(P>0.05).Conclusion Buzhong Yiqi Decoction can regulate PKCβ/Erk1/2/NF-κB pathway,reduce inflammation in AIT mice and improve thyroid lymphocyte infiltration.
9.Establishment and validation of depressive symptom predictive model in middle school students
TAN Zhenkun, ZHANG Zhuo, ZHANG Ying, PING Junjiao, LUO Jiali, ZHANG Jie, LIU Xinxia
Chinese Journal of School Health 2024;45(7):998-1002
Objective:
To investigate the influencing factors of depressive symptoms and to construct and verify the prediction model of depressive symptoms in middle school students, so as to provide risk assessment tools for effectively screening depressive symptom.
Methods:
Physical examination and questionnaire survey were conducted among middle school students in one city in Guangdong Province from September to October in 2021 ( n =2 376) and from September to October in 2022 ( n =4 344) by a multistage cluster sampling method, and a nomographic prediction model of depressive symptoms in middle school student was constructed. The questionnaire survey was conducted using the student health status and influencing factors questionnaire (secondary school version) and the Center for Epidemiological Studies Depression Scale (CES-D) to measure the lifestyle and depressive symptom of middle school students.
Results:
The detection rate of depressive symptoms in 2021 was 23.3%. Multivariate Logistic regression analysis showed that irregular breakfast ( OR =2.64), school bullying ( OR =4.28), being beaten by parents ( OR =2.86), using mobile devices for a long time ( OR =1.08) and sitting for a long time ( OR =1.05) were positively related to depressive symptoms in middle school students ( P <0.05). Long sleep duration ( OR =0.78) and outdoor activity durations of 1-<2, 2-<3 and ≥3 h/d (compared with <1 h/d, OR =0.63, 0.61, 0.49) were negatively related to depressive symptoms in middle school students ( P < 0.05 ). Multivariate Logistic regression analysis showed that 7 statistically signifucant predictive factors constructed a nomogram, and the AUC of the nomogram was 0.77, which had been verified internally and externally with good differentiation and reliability.
Conclusions
The nomogram prediction model of depressive symptoms provides a convenient and effective risk assessment tool for depressive symptoms among middle school students. The life behavior, diet behavior and injury behavior of middle school students play an important role in the formation of depressive symptoms. It should pay attention to the impact of the behavioral factors on the mental health of middle school students.
10.Preparation and performance evaluation of S100B time-resolved fluorescence immunoassay kit
Dong-Qing FENG ; Bu-Zhuo XU ; Shu-Hong LUO ; Yu-Nan WU ; Zhuo ZHANG ; Hao TANG ; Yi-Ming WENG ; Ruo-Pan HUANG ; Xu-Dong SONG
Chinese Medical Equipment Journal 2024;45(1):47-55
Objective To develop a time-resolved fluorescent immunoassay kit for the rapid,accurate and quantitative detection of S100B protein in serum and to evaluate its performance.Methods The test strip was prepared using time-resolved fluorescent microsphere-labeled anti-S100B polyclonal antibody and rabbit IgG antibody,labeling pads,sample pads,S100B nitrocellulose films and absorbent paper,and an S100B time-resolved fluorescence immunoassay kit was obtained by assembling the cartridge.The performance of the kit developed was evaluated by standard curve,accuracy,minimum detection limit,linear interval,specificity,reproducibility and stability.The reference intervals of 199 pieces of healthy human serum and plasma samples from a certain region were detected with the kit,and the clinical performance of the kit and Roche Elecsys S100 kit was tested by synchronous blind method to assess the consistency of the results of the two kits for 142 samples.Results The S100B time-resolved fluorescence immunoassay kit had the standard curve beingy=(1.133 02+1.752 24)/[1+(x/1.082 20)×(-0.603 52)]-1.752 24,R2=0.999 08 and the linear range being[0.05,30]ng/mL,which met the requirements of the relative deviation of the accuracy within±15%,the minimum detection limit not hgier than 0.05 ng/mL,the relative deviation of specificity within±15%and the coefficient of variation of intra-and inter-batch difference less than 15%.The stability test results indicated that the kit was valid for 12 months at 2-30 ℃ conditions.The reference intervals of serum and plasma samples measured by the kit were both lower than 0.3 ng/mL.Clinical trials showed that the results by the kit and Roche Elecsys S100 Assay Kit were in high agreement(Kappa=0.906 1>0.80)and met the requirements.Conclusion The kit developed detects the concentration of S100B protein in serum quickly,accurately and quantitatively,and provides references for the diagnosis and treatment of neurological diseases,autoimmune diseases,cerebrovascular diseases and etc.[Chinese Medical Equipment Journal,2024,45(1):47-55]


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