1.Lightweight end-to-end model-based korotkoff sounds phase identification and blood pressure measurement
Zhiyu JIANG ; Wenyi KOU ; Li LI ; Qijun ZHAO ; Yongjun QIAN ; Fan PAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):248-254
Objective To propose a lightweight end-to-end neural network model for automated Korotkoff sound phase recognition and subsequent blood pressure (BP) measurement, aiming to improve measurement accuracy and population adaptability. Methods We developed a streamlined architecture integrating depthwise separable convolution (DSConv), multi-head attention (MHA), and bidirectional gated recurrent unit (BiGRU). The model directly processes Korotkoff sound time-series signals to identify auscultatory phases. Systolic BP (SBP) and diastolic BP (DBP) were determined using phase Ⅰ and phaseⅤdetections, respectively. Given the clinical relevance of phase Ⅳ for specific populations (e.g., children and pregnant women, denoted as DBPⅣ), BP values from this phase were also recorded.Results The study enrolled 106 volunteers with 70 males and 36 females at mean age of (40.0±12.0) years. The model achieved 94.25% phase recognition accuracy. Measurement errors were (0.1±2.5) mm Hg (SBP), (0.9±3.4) mm Hg (DBPⅣ), and (0.8±2.6) mm Hg (DBP). Conclusion Our method enables precise phase recognition and BP measurement, demonstrating potential for developing population-adaptive blood pressure monitoring systems.
2.Clinical Safety Monitoring of 3 035 Cases of Juvenile Feilike Mixture After Marketing in Hospital
Jian ZHU ; Zhong WANG ; Jing LIU ; Jun LIU ; Wei YANG ; Yanan YU ; Hongli WU ; Sha ZHOU ; Zhiyu PAN ; Guang WU ; Mengmeng WU ; Zhiwei JING
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):194-200
ObjectiveTo explore the clinical safety of Feilike Mixture (FLK) in the real world. MethodsThe safety of all children who received FLK from 29 institutions in 12 provinces between January 21,2021 and December 25,2021 was evaluated through prospective centralized surveillance and a nested case control study. ResultsA total of 3 035 juveniles were included. There were 29 research centers involved,which are distributed across 12 provinces,including one traditional Chinese medicine (TCM) hospital and 28 general hospitals. The average age among the juveniles was (4.77±3.56) years old,and the average weight was (21.81±12.97) kg. Among them,119 cases (3.92%) of juveniles had a history of allergies. Acute bronchitis was the main diagnosis for juveniles,with 1 656 cases (54.46%). FLK was first used in 2 016 cases (66.43%),and 142 juvenile patients had special dosages,accounting for 4.68%. Among them,92 adverse drug reactions (ADRs) occurred,including 73 cases of gastrointestinal system disorders,10 cases of metabolic and nutritional disorders,eight cases of skin and subcutaneous tissue diseases,two cases of vascular and lymphatic disorders,and one case of systemic diseases and various reactions at the administration site. The manifestations of ADRs were mainly diarrhea,stool discoloration,and vomiting,and no serious ADRs occurred. The results of multi-factor analysis indicated that special dosages (the use of FLK)[odds ratio (OR) of 2.642, 95% confidence interval (CI) of 1.105-6.323],combined administration: spleen aminopeptide (OR of 4.978, 95%CI of 1.200-20.655),and reason for combined administration: anti-infection (OR of 1.814, 95%CI of 1.071-3.075) were the risk factors for ADRs caused by FLK. Conclusion92 ADRs occurred among 3 035 juveniles using FLK. The incidence of ADRs caused by FLK was 3.03%,and the severity was mainly mild or moderate. Generally,the prognosis was favorable after symptomatic treatment such as drug withdrawal or dosage reduction,suggesting that FLK has good clinical safety.
3.Comparison of the validity of different self-rated tools for identifying (Hypo-) manic episodes mixed features: based on Date from the Second Phase of the National Bipolar Mania Clinical Pathway Survey
Zuowei WANG ; Yuncheng ZHU ; Chuangxin WU ; Guiyun XU ; Miao PAN ; Zhiyu CHEN ; Xiaohong LI ; Wenfei LI ; Zhian JIAO ; Mingli LI ; Yong ZHANG ; Jingxu CHEN ; Xiuzhe CHEN ; Na LI ; Jing SUN ; Jian ZHANG ; Shaohua HU ; Haishan WU ; Zhaoyu GAN ; Yan QIN ; Yumei WANG ; Yantao MA ; Xiaoping WANG ; Yiru FANG
Chinese Journal of Psychiatry 2024;57(7):426-432
Objective:A nationwide multi-center and large sample survey was conducted to compare the validity of the Mini International Neuropsychiatric Interview (Hypo-) Manic Episode with Mixed Features-DSM-5 Module (MINI-M) questionnaire and the Clinically Useful Depression Outcome Scale Supplemented with Questions for the DSM-5 Mixed Features Specifier (CUDOS-M) depression subscale in identifying mixed features in patients experiencing (hypo-) manic episodes.Methods:Using a convenience sampling method, 366 patients with bipolar disorder experiencing acute (hypo-) manic episodes who met the inclusion and exclusion criteria were recruited. The diagnosis of "with mixed features" was based on the DSM-5 criteria for mixed features. The predictive validity of the MINI-M questionnaire and the CUDOS-M depression subscale to screen mixed features was analyzed using the receiver operating characteristic (ROC) curve. Additionally, the difference in area under the ROC curve (AUC) between the two instruments was compared.Results:The AUC for the MINI-M questionnaire and the CUDOS-M depression subscale in screening mixed features were 0.79 (95 %CI=0.75-0.84) and 0.81 (95 %CI=0.77-0.86), respectively. There was no statistically significant difference in AUC between the two measurements ( Z=-1.19, P>0.05). Among patients with acute (hypo-) manic episodes, 45.9% (168/366) presented with mixed features according to the DSM-5 criteria, while the corresponding figures were 43.7% (160/366) using the MINI-M questionnaire (total score≥3) and 42.1% (154/366) using the CUDOS-M depression subscale (total score≥20). Screening results were comparable among the three measures. Conclusion:Mixed features are common among patients experiencing acute (hypo-) manic episodes. The MINI-M questionnaire and the CUDOS-M depression subscale demonstrate equivalent validity in identifying mixed features.
4.Comparison of the validity of different self-rated tools for identifying (Hypo-) manic episodes mixed features: based on Date from the Second Phase of the National Bipolar Mania Clinical Pathway Survey
Zuowei WANG ; Yuncheng ZHU ; Chuangxin WU ; Guiyun XU ; Miao PAN ; Zhiyu CHEN ; Xiaohong LI ; Wenfei LI ; Zhian JIAO ; Mingli LI ; Yong ZHANG ; Jingxu CHEN ; Xiuzhe CHEN ; Na LI ; Jing SUN ; Jian ZHANG ; Shaohua HU ; Haishan WU ; Zhaoyu GAN ; Yan QIN ; Yumei WANG ; Yantao MA ; Xiaoping WANG ; Yiru FANG
Chinese Journal of Psychiatry 2024;57(7):426-432
Objective:A nationwide multi-center and large sample survey was conducted to compare the validity of the Mini International Neuropsychiatric Interview (Hypo-) Manic Episode with Mixed Features-DSM-5 Module (MINI-M) questionnaire and the Clinically Useful Depression Outcome Scale Supplemented with Questions for the DSM-5 Mixed Features Specifier (CUDOS-M) depression subscale in identifying mixed features in patients experiencing (hypo-) manic episodes.Methods:Using a convenience sampling method, 366 patients with bipolar disorder experiencing acute (hypo-) manic episodes who met the inclusion and exclusion criteria were recruited. The diagnosis of "with mixed features" was based on the DSM-5 criteria for mixed features. The predictive validity of the MINI-M questionnaire and the CUDOS-M depression subscale to screen mixed features was analyzed using the receiver operating characteristic (ROC) curve. Additionally, the difference in area under the ROC curve (AUC) between the two instruments was compared.Results:The AUC for the MINI-M questionnaire and the CUDOS-M depression subscale in screening mixed features were 0.79 (95 %CI=0.75-0.84) and 0.81 (95 %CI=0.77-0.86), respectively. There was no statistically significant difference in AUC between the two measurements ( Z=-1.19, P>0.05). Among patients with acute (hypo-) manic episodes, 45.9% (168/366) presented with mixed features according to the DSM-5 criteria, while the corresponding figures were 43.7% (160/366) using the MINI-M questionnaire (total score≥3) and 42.1% (154/366) using the CUDOS-M depression subscale (total score≥20). Screening results were comparable among the three measures. Conclusion:Mixed features are common among patients experiencing acute (hypo-) manic episodes. The MINI-M questionnaire and the CUDOS-M depression subscale demonstrate equivalent validity in identifying mixed features.
5.Genetic analysis of a Chinese pedigree with 18q21.2-q22.3 duplication and deletion in two offspring respectively resulting from a maternal intrachromosomal insertion.
Jiahong ZHOU ; Pan ZHOU ; Zhiyu LYU ; Hui ZHANG ; Qing LUO ; Lan YUAN ; Yang CHENG ; Xia WEN ; Jinbo LIU
Chinese Journal of Medical Genetics 2023;40(4):483-489
OBJECTIVE:
To provide prenatal diagnosis, pedigree analysis and genetic counseling for a pregnant woman who had given birth to a child featuring global developmental delay.
METHODS:
A pregnant woman who underwent prenatal diagnosis at the Affiliated Hospital of Southwest Medical University in August 2021 was selected as the study subject. Peripheral blood samples were collected from the woman, her husband and child, in addition with amniotic fluid sample during mid-pregnancy. Genetic variants were detected by G-banded karyotyping analysis and copy number variation sequencing (CNV-seq). Pathogenicity of the variant was predicted based on the guidelines from the American College of Medical Genetics and Genomics (ACMG). Candidate variant was traced in the pedigree to assess the recurrence risk.
RESULTS:
The karyotypes of the pregnant woman, her fetus, and affected child were 46,XX,ins(18)(p11.2q21q22), 46,X?,rec(18)dup(18)(q21q22)ins(18)(p11.2q21q22)mat and 46,XY,rec(18)del(18)(q21q22)ins(18)(p11.2q21q22)mat, respectively. Her husband was found to have a normal karyotype. CNV-seq has revealed a 19.73 Mb duplication at 18q21.2-q22.3 in the fetus and a 19.77 Mb deletion at 18q21.2-q22.3 in her child. The duplication and deletion fragments were identical to the insertional fragment in the pregnant woman. Based on the ACMG guidelines, the duplication and deletion fragments were both predicted to be pathogenic.
CONCLUSION
The intrachromosomal insertion of 18q21.2-q22.3 carried by the pregnant woman had probably given rise to the 18q21.2-q22.3 duplication and deletion in the two offspring. Above finding has provided a basis for genetic counseling for this pedigree.
Child
;
Female
;
Humans
;
Pregnancy
;
DNA Copy Number Variations
;
East Asian People
;
Pedigree
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Prenatal Diagnosis/methods*
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Chromosomes, Human, Pair 18/genetics*
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Male
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Fetus
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INDEL Mutation
6.Early application of tacrolimus extended-release capsule after kidney transplantation
Zhiyu ZOU ; Song CHEN ; Sheng CHANG ; Linrui DAI ; Ziwen PAN ; Qianqian ZHANG ; Yuanyuan YANG ; Yibo HOU ; Renjie CHEN ; Chenzhen YU ; Weijie ZHANG
Organ Transplantation 2023;14(2):257-
Objective To evaluate the efficacy and safety of tacrolimus extended-release (Tac-ER) in the early stage after kidney transplantation. Methods Clinical data of 68 recipients undergoing kidney transplantation from 34 pairs of renal allografts were retrospectively analyzed. Two recipients who received bilateral kidneys from the same donor were treated with Tac-ER (Tac-ER group) and tacrolimus immediate-release (Tac-IR) (Tac-IR group) as one of the basic immunosuppressant. The changes of tacrolimus dosage and blood concentration, intra-patient variability (IPV), renal function, incidence of acute rejection, recipient and allograft survival rates and adverse events were statistically compared between two groups. Results The average daily dose of tacrolimus in the Tac-ER group was significantly higher than that in the Tac-IR group (
7.Analysis of clinical phenotypes of bipolar disorder with mixed states diagnosed using ICD-10 and DSM-5
Yang LI ; Jia ZHOU ; Zuowei WANG ; Yuncheng ZHU ; Guiyun XU ; Miao PAN ; Zhiyu CHEN ; Wenfei LI ; Zhian JIAO ; Mingli LI ; Yong ZHANG ; Jingxu CHEN ; Xiuzhe CHEN ; Na LI ; Jing SUN ; Jian ZHANG ; Shaohua HU ; Haishan WU ; Zhaoyu GAN ; Yan QIN ; Yumei WANG ; Yantao MA ; Xiaoping WANG ; Xiaohong LI ; Yiru FANG
Chinese Journal of Psychiatry 2023;56(4):267-275
Objective:This study investigates the difference in the detection rate and symptomatology between ICD-10 and DSM-5 diagnostic criteria for bipolar disorder with mixed states.Methods:Based on the Phase Ⅰ (2012) and Phase Ⅱ (2021) databases of National Bipolar Mania Pathway Survey (BIPAS), patients with bipolar disorder were included. General demographic data, clinical characteristics, symptomatic phenotypes, and mixed characteristics were retrieved. The detection rates and symptomatic performances of patients with or without mixed states in Phase Ⅰ and Ⅱ were compared using the chi-square test.Results:For patients with mixed states, the detection rate during Phase Ⅱ (2021) using DSM-5 (18.79%, 199/1 059) criteria was significantly higher than that during Phase Ⅰ (2012) using ICD-10 (6.78%, 199/2 934; χ 2=125.05, P<0.001). Whether using ICD-10 or DSM-5 criteria, patients with mixed states had a significantly higher frequency of multiple symptomatic manifestations. Conclusion:The DSM-5 diagnostic criteria generate a high detection rate for bipolar disorder with mixed states. The clinical phenotypes of bipolar disorder with mixed states vary significantly using different diagnostic tools.
8.Analysis of clinical phenotypes of bipolar disorder with mixed states diagnosed using ICD-10 and DSM-5
Yang LI ; Jia ZHOU ; Zuowei WANG ; Yuncheng ZHU ; Guiyun XU ; Miao PAN ; Zhiyu CHEN ; Wenfei LI ; Zhian JIAO ; Mingli LI ; Yong ZHANG ; Jingxu CHEN ; Xiuzhe CHEN ; Na LI ; Jing SUN ; Jian ZHANG ; Shaohua HU ; Haishan WU ; Zhaoyu GAN ; Yan QIN ; Yumei WANG ; Yantao MA ; Xiaoping WANG ; Xiaohong LI ; Yiru FANG
Chinese Journal of Psychiatry 2023;56(4):267-275
Objective:This study investigates the difference in the detection rate and symptomatology between ICD-10 and DSM-5 diagnostic criteria for bipolar disorder with mixed states.Methods:Based on the Phase Ⅰ (2012) and Phase Ⅱ (2021) databases of National Bipolar Mania Pathway Survey (BIPAS), patients with bipolar disorder were included. General demographic data, clinical characteristics, symptomatic phenotypes, and mixed characteristics were retrieved. The detection rates and symptomatic performances of patients with or without mixed states in Phase Ⅰ and Ⅱ were compared using the chi-square test.Results:For patients with mixed states, the detection rate during Phase Ⅱ (2021) using DSM-5 (18.79%, 199/1 059) criteria was significantly higher than that during Phase Ⅰ (2012) using ICD-10 (6.78%, 199/2 934; χ 2=125.05, P<0.001). Whether using ICD-10 or DSM-5 criteria, patients with mixed states had a significantly higher frequency of multiple symptomatic manifestations. Conclusion:The DSM-5 diagnostic criteria generate a high detection rate for bipolar disorder with mixed states. The clinical phenotypes of bipolar disorder with mixed states vary significantly using different diagnostic tools.
9.Safety and efficacy of a simplified once-daily immunosuppressive regimen in kidney transplant recipients
Song CHEN ; Zhiyu ZOU ; Sheng CHANG ; Xintong XING ; Ziwen PAN ; Linrui DAI ; Zhishui CHEN ; Weijie ZHANG
Chinese Journal of Organ Transplantation 2021;42(7):392-397
Objective:To observe the safety and efficacy of early conversion into a simplified once-daily immunosuppressive regimen of sirolimus plus low-dose extended-release tacrolimus in kidney transplant recipients.Methods:From April 2019 to August 2020, clinical data were collected from 44 recipients (22 pairs) of kidney transplantation. Two kidneys from the same donor were randomly divided into observed and control groups. The immunosuppressive regimen of two groups was the same within 1 month post-transplantation, i. e. tacrolimus plus mycophenolatemofetil (or mycophenolate sodium) and prednisone. Then the immunosuppressive regimen of observed group was switched into a simplified once-daily regimen of sirolimus plus low-dose extended-release tacrolimus and prednisone while control group remained unchanged. The changes of graft function, proteinuria and the incidence of related adverse events were recorded.Results:No inter-group difference existed in serum level of creatinine at Month 1 post-transplantation (163.40±51.57 vs 166.10±49.48 μmol/L). After regimen conversion, serum level of creatinine was slightly lower in observed group than that in control group at Months 3 and 6 post-transplantation (130.10±30.10 vs 134.90±28.97, 121.50±24.96 vs 136.30±27.06). However, there was no statistic difference. The 24-hour urinary total trace protein was slightly higher in observed group than that in control group (331.20±84.21 vs 279.50±80.91 and 209.60±66.02 vs 179.50±37.60 mg/24 h) at Months 3 and 6 post-transplantation. However, there was no statistic difference. No inter-group difference existed in the incidence of drug side effects or other adverse events.Conclusions:In kidney transplant recipients at Month 1 post-transplantation, a conversion of immunosuppressive regimen into a simplified once-daily of sirolimus plus low-dose extended-release tacrolimus can significantly boost patient compliance without an elevated risk of drug side effects or adverse events and offer an advantage of reducing nephrotoxicity.
10.Safety and efficacy of botulinum toxin type A made in China for treatment of post-stroke upper limb spasticity: a randomized double-blind controlled trial
Yingmai YANG ; Qi LIANG ; Xinhua WAN ; Lin WANG ; Suling CHEN ; Qiang WU ; Xueping ZHANG ; Shengyuan YU ; Huifang SHANG ; Xingyue HU ; Jiahong LU ; Enxiang TAO ; Zhiyu NIE ; Xudong PAN ; Ronghua TANG ; Baorong ZHANG ; Jun CHEN ; Hongyu TAN ; Hongjuan DONG ; Jian'an LI ; Weifeng LUO ; Chen YAO
Chinese Journal of Neurology 2018;51(5):355-363
Objective To evaluate the safety and efficacy of botulinum toxin type A for injection in the treatment of post-stroke upper limb spasticity (dosage was 200 U,or 240 U if combined with thumb spasticity).Methods The study was a multi-center,stratified block randomized,double-blind,placebocontrolled trial.All the qualificd subjects were from 15 clinical centers from September 2014 to February 2016.They were randomized (2∶1) to injections of botulinum toxin type A made in China (200-240 U;n =118) or placebo (n =60) in pivotal phase after informed consent signed.The study was divided into two stages.The pivotal trial phase included a one-week screening,12-week double-blind treatment,followed by an expanded phase which included six-week open-label treatment.The tone of the wrist,finger,thumb flexors was assessed at baseline and at weeks 0,1,4,6,8,12,16 and 18 using Modified Ashworth Scale (MAS),disability in activities of daily living was rated using the Disability Assessment Scale and impaction on pain,muscle tone and deformity was assessed using the Global Assessment Scale.The primary endpoint was the score difference between botulinum toxin type A and placebo groups in the tone of the wrist flexor using MAS at six weeks compared to baseline.Results Muscle tone MAS score in the wrist flexor of botulinum toxin type A and placebo groups at six weeks changed-1.00 (-2.00,-1.00) and 0.00 (-0.50,0.00) respectively from baseline.Botulinum toxin type A was significantly superior to placebo for the primary endpoint (Z =6.618,P < 0.01).The safety measurement showed 10 subjects who received botulinum toxin type A had 13 adverse reactions,with an incidence of 8.47% (10/118),and three subjects who received placebo had three adverse reactions,with an incidence of 5.00% (3/60) during the pivotal trial phase.All adverse reactions were mild to moderate,none serious.There was no significant difference in adverse reactions incidence between the botulinum toxin type A and the placebo groups.During the expanded phase three subjects had four adverse reactions and the incidence was 1.95%.All adverse reactions were mild,none serious.Conclusion Botulinum toxin type A was found to be safe and efficacious for the treatment of post-stroke upper limb spasticity.Clinical Trial Registration:China Drug Trials,CTR20131191

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