1.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
2.Application of low-dose ticagrelor after stent-assisted embolization of intracranial aneurysm
Yang-Fang XIANG ; Yu LIU ; Zhi-Ling ZHOU ; Guang-Sen CHENG
Journal of Regional Anatomy and Operative Surgery 2024;33(12):1073-1076
Objective To investigate the application effect of low-dose ticagrelor combined with aspirin in patients with intracranial aneurysm after stent-assisted embolization.Methods The clinical data of patients with unruptured intracranial aneurysm who underwent stent-assisted embolization in our hospital from January 2021 to January 2023 were retrospectively analyzed and divided into the ticagrelor group[aspirin(100 mg,once a day)+low-dose ticagrelor(60 mg,twice a day)]and the clopidogrel group[aspirin(100 mg,once a day)+clopidogrel(75 mg,once a day)]according to the preoperative dual antiplatelet therapy regimen.A total of 158 patients who underwent stent-assisted embolization were included,including 84 patients in the ticagrelor group and 74 patients in the clopidogrel group.The patients were followed up for 3 months after surgery,and the occurrence of ischemic events and hemorrhagic events in the two groups were observed and compared.Results There was no statistically significant difference in the incidence of hemorrhagic events 3 months after surgery(11.9%vs.12.2%)between the ticagrelor group and the clopidogrel group(P>0.05).There was a statistically significant difference in the incidence of ischemic events 3 months after surgery(11.9%vs.25.7%)between the ticagrelor group and theclopidogrel group(P<0.05).Multivariate Cox regression analysis showed that low-dose ticagrelor(HR=0.44,95%CI:0.21 to 0.93,P=0.035)was a protective factor for ischemic events after stent-assisted embolization.Conclusion Compared with clopidogrel,the application of low-dose ticagrelor(60 mg,twice a day)after stent-assisted embolization of intracranial aneurysm can significantly reduce the incidence of postoperative ischemic stroke events,and low-dose ticagrelor combined with aspirin can be used as a dual antiplatelet therapy regimen after stent-assisted embolization of intracranial aneurysm.
3.Sperm ultrastructure in patients with partial globozoospermia
Hao-Ran LIU ; Liu YANG ; Hui TIAN ; Yuan-Yuan JI ; Xiao-Fang HAN ; Xiang HUANG
National Journal of Andrology 2024;30(10):867-871
Objective:To investigate the morphological and ultrastructural differences between normal and round-headed sperm and the outcomes of assisted reproduction in patients with partial globozoospermia.Methods:We collected clinical information and semen samples from 6 cases of partial globozoospermia confirmed in our hosptials from March 2023 to March 2024,performed Diff-Quik staining of the samples,observed the sperm morphology under the light microscope and transmission electron microscope,compared the ultrastructures between round-headed and normal spermatozoa,and analyzed the clinical outcomes of assisted reproduction in the pa-tients.Results:Under the light microscope,the the round-headed sperm had no acrosomal structure,some with tail abnormalities;while under the transmission electron microscope,they exhibited dissolved plasma membrane,acrosomal absence,small acrosomes,nucleoplasmic granulation,huge central vacuoles,swelling,absence or irregular arrangement of mitochondria in the neck,and disor-ganized or missed 9+2 microtubules in the tail.All the 6 patients underwent intracytoplasmic sperm injection(ICSI),and 1 of them achieved pregnancy.Conclusion:The sperm organelle is morphologically damaged and ultrastructurally abnormal in some patients with partial globozoospermia,which may be a key factor for their infertility,and ICSI can help some of them to achieve fertility.
4.Epidemiological and etiological characteristics of a death case of meningococcal meningitis
Ran LIU ; Ping LOU ; Zixiang HE ; Mingli FANG ; Shuijiao PENG ; Jing XIANG ; Zhifei ZHAN ; Qiwen ZHOU
Chinese Journal of Microbiology and Immunology 2024;44(10):899-905
Objective:To analyze the epidemiological and etiological characteristics of a death case of meningococcal meningitis in Hengyang city, Hunan Province in 2024.Methods:Epidemiological investigation of the death case was performed, and samples from the patient and close contacts were collected. Following cultivation and isolation, Neisseria meningitidis ( Nm) strains were analyzed by antimicrobial susceptibility testing, pulsed field gel electrophoresis (PFGE), and whole-genome sequencing for analyzing epidemiological and etiological characteristics. Phylogenetic analysis was carried out using core genomic multilocus sequence typing (cgMLST). Results:The case was a 16-year-old high school boarding student with fulminant meningococcal meningitis. He had shock symptoms, and died within 24 h of the onset of symptoms. Six Nm strains were isolated from the patient and his roommates, belonging to two distinct clades. Isolate 144569 from the patient was highly homologous to isolate 144572 from a close contact, both belonging to the highly pathogenic sublineage L44.1 of CC4821. The typical molecular features was C: P1.7-2, 14: F5-101: ST4821 (CC4821). The two strains carried the antimicrobial resistance genes of gyrA-71 and penA-552, indicating reduced susceptibility to quinolone and penicillin, which was with their resistance phenotype. The isolates from four close contacts clustered within the same clade, characterized by the molecular features of B: P1.18-25, 9-18: ST5829 (UA). Conclusions:The death case is caused by Nm serogroup C from highly pathogenic sublineage L44.1 of CC4821. The spread of this isolate has the potential risk of outbreaks of invasive meningococcal disease. It is necessary to enhanced the molecular epidemiological surveillance, particularly focusing on the transmission of multiple serogroups of Nm among adolescents and the increasing exposure risk.
5.The expression of CD24 antigen in multiple myeloma patients and its predictive value after induction therapy
Mengru LIU ; Bin CHU ; Yuan CHEN ; Mengzhen WANG ; Minqiu LU ; Shan GAO ; Lei SHI ; Qiuqing XIANG ; Lijuan FANG ; Qi YAN ; Na JI ; Kai SUN ; Li BAO
Chinese Journal of Laboratory Medicine 2024;47(10):1178-1185
Objective:This study analyzed the expression of CD24 antigen on bone marrow plasma cells (BMPC) of patients with multiple myeloma (MM) and the predictive value of induction therapy.Methods:This clinical observational study utilized 258 MM patients samples treated at the Hematology Department of Beijing Jishuitan Hospital who met the inclusion criteria in the Department of Hematology, Capital Medical University, from August 12th, 2022 to February 1st, 2024. According to the different stages of the disease, patients were divided into three groups: 78 cases of Newly Diagnosed Multiple Myeloma(NDMM) (42 males and 36 females, aged 62±11), 56 cases of the relapse refractory group (34 males and 22 females, aged 64±9), and 124 cases of the disease remission group (68 males and 56 females, aged 62±10). Multiparameter flow cytometry (MFC) was used to detect the expression level of CD24 antigen on BMPC and the relationship between CD24 and MM disease status. The clinical data and test results of 78 NDMM patients at initial diagnosis were retrospectively analyzed, including gender, age, MFC detection of the positive expression rate of antigens (CD19, CD20, CD24, CD27, CD56), the results of efficacy evaluation after induction therapy, ISS staging, R-ISS staging, blood hemoglobin, β2-microglobulin, human serum albumin, serum creatinine, lactate dehydrogenas, correction of calcium, BMPC ratio, and the results of FISH. The patients were divided into a deep remission group [including complete remission (CR) and very good partial remission (VGPR)] with 43 cases and a non-deep remission group (non CR and VGPR) with 17 cases according to the difference of antigen positive expression rate after induction therapy. The differences of antigen expression on BMPC between the two groups were compared. Binary logistic regression was used to analyze the relationship between the expression of each antigen and the efficacy after induction therapy in patients, and the results showed that CD24 was more correlated with the achievement of deep remission after induction therapy than other antigens. Therefore, taking the positive expression rate of CD24 in NDMM patients at the initial diagnosis and deep remission after induction therapy as the research objects, the predictive value of CD24 for NDMM patients reaching deep remission after induction therapy was analyzed by using receiver operating characteristic curve (ROC), and the optimal cutoff value was obtained. NDMM was divided into two groups according to the cut-off value, and the differences between the two groups in clinical baseline data and prognostic indicators were compared.Results:The positive rates of plasma cell CD24 expression in the NDMM group, the relapse refractory group and the disease remission group were 2.18 (95% CI 0.08-81.85)%, 3.81 (95% CI 0.10-64.56)%, 8.74 (95% CI 0.79-95.55)% respectively. Compared with the disease remission group, the NDMM and relapse refractory group was lower ( Z=-7.889, -5.282, respectively, P<0.001). Univariate analysis showed that there was a significant difference in the positive expression rate of CD24 at initial diagnosis between the deep remission group and the non-deep remission group ( Z=-3.265, P<0.001), while there was no significant difference in CD19 ( Z=-0.271, P=0.787), CD20 ( Z=-0.205, P=0.837), CD27 ( Z=-0.582, P=0.560), and CD56 ( Z=-0.328, P=0.743) between the two groups. Binary logistic regression analysis showed that compared with other antigens [CD19 ( OR=1.045, 95% CI 0.975-1.120, P=0.217), CD20 ( OR=1.000, 95% CI 0.971-1.030, P=0.976), CD27 ( OR=0.997, 95% CI 0.977-1.016, P=0.734), CD56 ( OR=1.006, 95% CI 0.990-1.006, P=0.449)], the expression of CD24 ( OR=0.423, 95% CI 0.990-1.006, P=0.449) on BMPC in NDMM patients was most closely related to the achievement of deep remission was achieved after induction therapy. The lower the proportion of CD24 at the initial diagnosis was, the lower the probability of achieving deep remission after induction therapy was. The area under the curve (AUC) of CD24 in predicting deep remission after induction therapy was 0.772 (95% CI 0.655-0.889, P=0.001), with a sensitivity of 60.50%, a specificity of 85.00%, and the optimal critical value was 2.21%. Compared with the group with plasma CD24 positive rate>2.21%, the group with plasma CD24 positive rate<2.21% had a higher proportion of male (39.47%vs 65.00%, χ2=5.092, P=0.024), ISS stagingⅢ (41.67% vs 58.33%, χ2=6.175, P=0.046), β2 microglobulin (3.19 mg/L vs 4.14 mg/L, Z=-2.257, P=0.024), and BMPC [(8.672±1.827)% vs (19.530±3.188)%, t=-2.963, P=0.004] detected by MFC, and the differences were statistically significant. Conclusions:The low positive rate of plasma cell CD24 is closely related to the higher tumor burden and the worse disease status of MM patients. In addition, the positive expression rate of CD24 is at initial diagnosis can predict the efficacy achieved after induction therapy, and the lower positive rate of CD24 is, the worse the efficacy achieved after induction therapy. At the same time, MFC detection of CD24 is convenient and efficient in the evaluation and prediction of MM.
6.The clinical safety and efficacy of selinexor combined with venetoclax and azactitidine induction therapy in relapsed and refractory acute myeloid leukemia
Li'na LIU ; Yushan CUI ; Yuzhang LIU ; Yaomei WANG ; Pu XIANG ; Lijie LIANG ; Yiran LI ; Baijun FANG
Chinese Journal of Hematology 2024;45(8):772-775
To determine the efficacy and safety of selinexor combined with venetoclax (VEN) and azactitidine (AZA) for patients with relapsed and/or refractory acute myeloid leukemia (R/R AML) . Twelve patients with R/R AML treated with selinexor plus VEN and AZA in the Affiliated Cancer Hospital of Zhengzhou University from May 2022 to May 2023 were included. Their clinical data were retrospectively analyzed. Among the 12 R/R AML patients, 5 (41.7%) achieved complete remission (CR) , 1 (8.3%) achieved CR with incomplete hematological recovery, and 5 (41.7%) achieved partial remission. The median time to reach CR was 28 (16-59) days. The median PFS was 61 (15-300) days. The main adverse event of the regimen was hematological toxicity. No chemotherapy-related deaths were observed. The combination of selinexor plus VEN and AZA is an effective treatment for R/R AML patients.
7.Current situation,problems and suggestions of medical simulation technology for mobile medical service detachment training
Jun-Xiang HUANG ; Pei-Yuan XIN ; Yong-Shun ZHANG ; Zheng-Yu LIU ; Ke FANG ; Zhou LU
Chinese Medical Equipment Journal 2024;45(10):88-92
The current situation of medical simulation technology was introduced when applied in medical service of foreign armies.The current situation and problems of medical simulation technology in mobile medical service detachment training of the PLA were described.Some suggestions were put forward including completing medical simulation management system,optimizing personnel managment and training mode and promoting standardization and modular construction of medical simulation system.References were provided for enhancing combat-oriented training and medical service support capability of levels of medical service institutions and mobile medical service detachment of the PLA.[Chinese Medical Equipment Journal,2024,45(10):88-92]
8.Clinical curative effect of HAT therapy on septic shock
Yao DAI ; Xiang FANG ; Kang HUANG ; Jie FENG ; Min LIU ; Songbai WU
Tianjin Medical Journal 2024;52(8):825-829
Objective To explore the curative effect of hydrocortisone ascorbic acid,vitamin C and vitamin B1(HAT)therapy on septic shock and its influence on the time of vasoactive drug application,hemodynamic parameters and short-term prognosis.Methods According to different treatment plans,92 patients with septic shock were divided into the HAT group and the routine treatment group,46 cases in each group.The routine treatment group was given routine treatments[anti-infection,fluid replacement,stabling blood pressure and continuous renal replacement therapy(CRRT)],while the HAT group was additionally given HAT therapy.All patients were treated continuously for 3 d.The indexes related the curative effect,scores of acute physiology and chronic health evaluation Ⅱ(APACHE Ⅱ)and sequential organ failure assessment(SOFA),levels of mean arterial pressure(MAP),heart rate(HR),central arterial pressure(CAP),D-lactic acid(D-Lac),creatinine(Cr),hypersensitive C-reactive protein(hs-CRP)and procalcitonin(PCT)before and after treatment,incidence of adverse reactions and 28 d survival rate by follow-up were compared between the two groups.Results The circulation stabilization time,use time of vasoactive drugs and hormones,mechanical ventilation time,CRRT time,treatment time in ICU and total hospitalization time were shorter in the HAT group than those in the routine treatment group(P<0.05).After 7 d of treatment,scores of APACHE Ⅱ and SOFA,levels of HR,D-Lac,Cr,hs-CRP and PCT were lower in the HAT group than those in the routine treatment group,while MAP and CAP were higher than those in the routine treatment group(P<0.05).The 28-day survival rate was 65.22%in the HAT group,which was higher than that in the routine treatment group(45.65%,P<0.05).Conclusion HAT therapy can improve clinical curative effect in patients with septic shock,shorten use time of vasoactive drugs,improve hemodynamic parameters and short-term prognosis.
9.Retrospective study on 159 cases of malignant tumors of the digestive tract with ovarian metastasis
Fei BAI ; Ke LI ; Peng LIU ; Fang XIANG
Journal of Chinese Physician 2024;26(9):1374-1378
Objective:To explore the effect of different treatment methods on the survival time of patients with ovarian metastasis of digestive tract malignant tumors.Methods:A retrospective analysis was conducted on the clinical data of 159 patients with gastrointestinal malignant tumors and ovarian metastases admitted to Hunan Cancer Hospital from 2008 to 2018. They were divided into 5 groups according to different treatment methods. Group A (94 cases): Total resection of primary and metastatic lesions+ chemotherapy; Group B (13 cases): Primary lesion resection+ chemotherapy; Group C (12 cases): Only metastatic lesions were removed; Group D (17 cases): Resection of metastatic lesions+ chemotherapy; Group E (23 cases): Both the primary and metastatic lesions were not removed, and chemotherapy was used alone. A survival curve was plotted using R language and Kaplan Meier method, and the impact of different treatment methods on patient survival time was analyzed.Results:Among the 159 patients, the average survival time of patients in groups A, B, C, D, and E was 26.6, 23, 17.3, 20.3, and 16 months, respectively. Compared with groups E, C+ D, and B, the survival time of the group A was extended by 10.6( P=0.018), 9.3( P=0.013), and 3.3( P=0.003 1)months, respectively, while there was no statistically significant difference between the other groups (all P>0.05). Conclusions:Patients who undergo surgery to simultaneously remove both primary and metastatic lesions and receive chemotherapy have significantly longer survival times, while patients who only remove metastatic lesions and receive chemotherapy have slightly longer survival times. Not undergoing surgery or only removing metastatic lesions or primary lesions does not help prolong patient survival times.
10.MRI Combined with Ultrasonography in the Diagnosis of Fetal Multicystic Dysplastic Kidney
Qi YANG ; Weishun LAN ; Xinlin CHEN ; Lei XIANG ; Wenzhong YANG ; Fang LIU ; Yaping WAN ; Yang HONG
Chinese Journal of Medical Imaging 2024;32(5):486-489,491
Purpose To explore the feasibility of prenatal MRI as a supplementary imaging examination of fetal multicystic dysplastic kidney(MCDK),and to improve the accuracy of imaging diagnosis.Materials and Methods The MR images of 104 fetuses diagnosed as MCDK by prenatal fetal MRI in Hubei Maternal and Children's Hospital from January 2018 to December 2021 were retrospectively analyzed.The results of fetal MRI were compared with those of autopsy or postnatal surgery,ultrasound and MRI,and the diagnostic accuracy of MRI and ultrasound was compared,respectively,the advantages of MRI combined with ultrasound in the diagnosis of MCDK was also analyzed.Results Among 104 fetuses diagnosed as MCDK by MRI,there were 102 cases with MCDK and 2 cases with misdiagnoses.Amniotic fluid was obviously reduced or absent in 4 cases.Among the 102 cases of MCDK,58 cases(56.9%)were correctly diagnosed as MCDK by ultrasound,40 cases(39.1%)were identified with polycystic alterations,without diagnosed as MCDK,and 4 cases(3.9%)were misdiagnosed as other diseases(1 case with adult polycystic kidney,1 case with multiple renal cyst and 2 cases with renal absence).Conclusion Compared with prenatal ultrasound,prenatal MRI can obtain more information,especially in oligohydramnios and maternal obesity affecting the quality of ultrasound image.MRI can be used as a reliable supplementary method of prenatal ultrasound.

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