1.Artificial intelligence predicts direct-acting antivirals failure among hepatitis C virus patients: A nationwide hepatitis C virus registry program
Ming-Ying LU ; Chung-Feng HUANG ; Chao-Hung HUNG ; Chi‐Ming TAI ; Lein-Ray MO ; Hsing-Tao KUO ; Kuo-Chih TSENG ; Ching-Chu LO ; Ming-Jong BAIR ; Szu-Jen WANG ; Jee-Fu HUANG ; Ming-Lun YEH ; Chun-Ting CHEN ; Ming-Chang TSAI ; Chien-Wei HUANG ; Pei-Lun LEE ; Tzeng-Hue YANG ; Yi-Hsiang HUANG ; Lee-Won CHONG ; Chien-Lin CHEN ; Chi-Chieh YANG ; Sheng‐Shun YANG ; Pin-Nan CHENG ; Tsai-Yuan HSIEH ; Jui-Ting HU ; Wen-Chih WU ; Chien-Yu CHENG ; Guei-Ying CHEN ; Guo-Xiong ZHOU ; Wei-Lun TSAI ; Chien-Neng KAO ; Chih-Lang LIN ; Chia-Chi WANG ; Ta-Ya LIN ; Chih‐Lin LIN ; Wei-Wen SU ; Tzong-Hsi LEE ; Te-Sheng CHANG ; Chun-Jen LIU ; Chia-Yen DAI ; Jia-Horng KAO ; Han-Chieh LIN ; Wan-Long CHUANG ; Cheng-Yuan PENG ; Chun-Wei- TSAI ; Chi-Yi CHEN ; Ming-Lung YU ;
Clinical and Molecular Hepatology 2024;30(1):64-79
Background/Aims:
Despite the high efficacy of direct-acting antivirals (DAAs), approximately 1–3% of hepatitis C virus (HCV) patients fail to achieve a sustained virological response. We conducted a nationwide study to investigate risk factors associated with DAA treatment failure. Machine-learning algorithms have been applied to discriminate subjects who may fail to respond to DAA therapy.
Methods:
We analyzed the Taiwan HCV Registry Program database to explore predictors of DAA failure in HCV patients. Fifty-five host and virological features were assessed using multivariate logistic regression, decision tree, random forest, eXtreme Gradient Boosting (XGBoost), and artificial neural network. The primary outcome was undetectable HCV RNA at 12 weeks after the end of treatment.
Results:
The training (n=23,955) and validation (n=10,346) datasets had similar baseline demographics, with an overall DAA failure rate of 1.6% (n=538). Multivariate logistic regression analysis revealed that liver cirrhosis, hepatocellular carcinoma, poor DAA adherence, and higher hemoglobin A1c were significantly associated with virological failure. XGBoost outperformed the other algorithms and logistic regression models, with an area under the receiver operating characteristic curve of 1.000 in the training dataset and 0.803 in the validation dataset. The top five predictors of treatment failure were HCV RNA, body mass index, α-fetoprotein, platelets, and FIB-4 index. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of the XGBoost model (cutoff value=0.5) were 99.5%, 69.7%, 99.9%, 97.4%, and 99.5%, respectively, for the entire dataset.
Conclusions
Machine learning algorithms effectively provide risk stratification for DAA failure and additional information on the factors associated with DAA failure.
2.Study on the correlation between xanthelasma palpebrarum and the genetic factor of hypercholesterolemia
Jing WANG ; Chun-Mei HUANG ; Hao-Ying TANG ; Dong-Xia DAI ; Yong-Chu LIU ; Yu-Mei CHEN
International Eye Science 2023;23(4):689-693
AIM: To investigate the correlation between xanthelasma palpebrarum(XP)and the genetic factor of hypercholesterolemia and provide a basis for the elucidation of the pathogenesis of xanthelasma palpebrarum.METHODS: A total of 29 patients with XP who treated in the ophthalmology department of Foshan Sanshui District People's Hospital from November 2019 to January 2021 were selected. Peripheral blood was drawn, and the Next Generation Sequencing(NGS)technology was used to detect the genetic mutations of patients, while blood lipids of XP patients were analyzed.RESULTS: Gene mutations were detected in 21 patients with XP, among which 13 cases had hypercholesterolemia and 8 cases had normal cholesterol levels. Genes including STAP1, APOB, LDLRAP1, LDLR, PCSK9 and APOE mutated, and the types of gene mutation included 3-UTR mutation, in-frame deletion, missense mutation, 5-UTR mutation, synonymous mutation, intronic mutation, alternative splice variant, non coding transcript exon variant, and non coding transcript variant.CONCLUSION: There is a correlation between genetic factors of hypercholesterolemia and XP.
3.Effects of acupuncture on hemorrhagic transformation and motor function in stroke patients after intravenous thrombolysis with rt-PA: a prospective cohort study.
Chen-Xi LIANG ; Ling-Yong XIAO ; Jing-Ying GAN ; Xiao-Xiao SHI ; Xiao-Xuan WANG ; Yi LIU ; Chun-Lei TIAN ; Xiao-Yu DAI
Chinese Acupuncture & Moxibustion 2023;43(7):733-738
OBJECTIVE:
To observe the effects of the Xingnao Kaiqiao (regaining consciousness and opening orifices) acupuncture on hemorrhagic transformation and limb motor function after intravenous thrombolysis with recombinant tissue plasminogen activator (rt-PA) in stroke patients.
METHODS:
A total of 130 stroke patients after rt-PA thrombolytic were divided into an acupuncture group (58 cases, 1 case dropped off) and a non-acupuncture group (72 cases, 7 cases dropped off) according to whether they received acupuncture treatment. Propensity score matching (PSM) was used to match each group, with 38 patients in each group. The patients in the non-acupuncture group received rt-PA thrombolytic therapy and western medical basic treatment. In addition to the basic treatment, the patients in the acupuncture group received Xingnao Kaiqiao acupuncture at Shuigou (GV 26), bilateral Neiguan (PC 6), and ipsilateral Sanyinjiao (SP 6), Chize (LU 5), once a day for 14 days. The incidence of hemorrhagic transformation within 30 days after onset was compared between the two groups. The Fugl-Meyer assessment (FMA) score and activities of daily living (ADL) score were observed at baseline and 30 days, 6 months, 1 year after onset in the two groups. The disability rate at 6 months and 1 year after onset was recorded, and safety was evaluated in both groups.
RESULTS:
The incidence of hemorrhagic transformation in the acupuncture group was 5.3% (2/38), which was lower than 21.1% (8/38) in the non-acupuncture group (P<0.05). At 30 days, 6 month, and 1 year after onset, the FMA and ADL scores of both groups were higher than those at baseline (P<0.01), and the scores in the acupuncture group were higher than those in the non-acupuncture group (P<0.01). The disability rate in the acupuncture group at 1 year after onset was 10.5% (4/38), which was lower than 28.9% (11/38) in the non-acupuncture group (P<0.05). There was no significant difference in the incidence of adverse events between the two groups (P>0.05).
CONCLUSION
The Xingnao Kaiqiao acupuncture method could reduce the incidence of hemorrhagic transformation in stroke patients after intravenous thrombolysis with rt-PA, improve their motor function and daily living ability, and reduce the long-term disability rate.
Humans
;
Tissue Plasminogen Activator/adverse effects*
;
Activities of Daily Living
;
Prospective Studies
;
Stroke
;
Acupuncture Therapy
;
Thrombolytic Therapy/adverse effects*
4.Implementation of points-based household registration policy for voluntary blood donors in Nanjing
Shangyun YING ; Chun ZHANG ; Yading TANG ; Yudong DAI ; Mengqian ZHANG ; Yilun ZHAO
Chinese Journal of Blood Transfusion 2023;36(1):79-81
【Objective】 To analyze the implementation effect of points-based household registration policy for blood donors in Nanjing, so as to provide reference for other provinces and cities to develop incentive policies for blood donation. 【Methods】 The basic demographic profile, registration situation and deferral reasons of blood donors who applied for points-based household registration from 2017 to 2021 were analyzed by Excel. 【Results】 1) A total of 388 blood donors applied for points-based household registration for blood donation from 2017 to 2021, accounting for 0.042% of the total blood donors in Nanjing (388/923 160), and 357 applications were approved, accounting for 0.039% (357/923 160). 2) The proportion of male applicants was higher than that of female applicants (55.15% vs 44.85%). Applicants aged 26~35 accounted for the largest, followed by applicants aged 36~45, and applicants aged 18~25 accounted for the least. The proportion of applicants in Jiangsu province(23.27%) was higher than that of applicants from other provinces. The top three occupations were employees, workers and jobless. In terms of education level, applicants with junior high school education or below accounted for the largest, followed by high school and secondary school (35.05% vs 29.38% vs 23.20%). The proportion of first-time blood donors was the highest (33.24%). Among the repeated blood donors, blood donors who donated blood 2~3 times were with the highest share (23.93%). Nineteen donors(4.90%) got more than 100 points. 3) A total of 31 blood donors were deferred from 2017 to 2021, accounting for 7.90% of the total applicants. Among them, 23 applicants donated in other cities than Nanjing, 5 applicants failed to provide valid blood donation certificates, and 3 applicants submitted irrelevant material. 【Conclusion】 The implementation of points-based household registration policy for voluntary blood donors in Nanjing helped blood donors who could not reach other points due to low education level and income to become registered permanent residence in Nanjing
5.Clinical characteristics and short-term prognosis of 22 cases with SARS-CoV-2 infection associated acute encephalopathy.
Chang Hong REN ; Xin Ying YANG ; Zhi Mei LIU ; Xiu Wei ZHUO ; Xiao Di HAN ; Li Fang DAI ; Xiao Juan TIAN ; Wei Xing FENG ; Lin GE ; Tong Li HAN ; Chun Hong CHEN ; Fang FANG
Chinese Journal of Pediatrics 2023;61(6):543-549
Objective: To investigate the clinical features and short-term prognosis of patients with SARS-CoV-2 infection associated acute encephalopathy (AE). Methods: Retrospective cohort study. The clinical data, radiological features and short-term follow-up of 22 cases diagnosed with SARS-CoV-2 infection associated AE in the Department of Neurology, Beijing Children's Hospital from December 2022 to January 2023 were retrospectively analyzed. The patients were divided into cytokine storm group, excitotoxic brain damage group and unclassified encephalopathy group according to the the clinicopathological features and the imaging features. The clinical characteristics of each group were analyzed descriptively. Patients were divided into good prognosis group (≤2 scores) and poor prognosis group (>2 scores) based on the modified Rankin scale (mRS) score of the last follow-up. Fisher exact test or Mann-Whitney U test was used to compare the two groups. Results: A total of 22 cases (12 females, 10 males) were included. The age of onset was 3.3 (1.7, 8.6) years. There were 11 cases (50%) with abnormal medical history, and 4 cases with abnormal family history. All the enrolled patients had fever as the initial clinical symptom, and 21 cases (95%) developed neurological symptoms within 24 hours after fever. The onset of neurological symptoms included convulsions (17 cases) and disturbance of consciousness (5 cases). There were 22 cases of encephalopathy, 20 cases of convulsions, 14 cases of speech disorders, 8 cases of involuntary movements and 3 cases of ataxia during the course of the disease. Clinical classification included 3 cases in the cytokine storm group, all with acute necrotizing encephalopathy (ANE); 9 cases in the excitotoxicity group, 8 cases with acute encephalopathy with biphasic seizures and late reduced diffusion (AESD) and 1 case with hemiconvulsion-hemiplegia syndrome; and 10 cases of unclassified encephalopathy. Laboratory studies revealed elevated glutathione transaminase in 9 cases, elevated glutamic alanine transaminase in 4 cases, elevated blood glucose in 3 cases, and elevated D-dimer in 3 cases. Serum ferritin was elevated in 3 of 5 cases, serum and cerebrospinal fluid (CSF) neurofilament light chain protein was elevated in 5 of 9 cases, serum cytokines were elevated in 7 of 18 cases, and CSF cytokines were elevated in 7 of 8 cases. Cranial imaging abnormalities were noted in 18 cases, including bilateral symmetric lesions in 3 ANE cases and "bright tree appearance" in 8 AESD cases. All 22 cases received symptomatic treatment and immunotherapy (intravenous immunoglobulin or glucocorticosteroids), and 1 ANE patient received tocilizumab. The follow-up time was 50 (43, 53) d, and 10 patients had a good prognosis and 12 patients had a poor prognosis. No statistically significant differences were found between the two groups in terms of epidemiology, clinical manifestations, biochemical indices, and duration of illness to initiate immunotherapy (all P>0.05). Conclusions: SARS-CoV-2 infection is also a major cause of AE. AESD and ANE are the common AE syndromes. Therefore, it is crucial to identify AE patients with fever, convulsions, and impaired consciousness, and apply aggressive therapy as early as possible.
Child
;
Female
;
Male
;
Humans
;
Retrospective Studies
;
Cytokine Release Syndrome
;
COVID-19/complications*
;
SARS-CoV-2
;
Brain Diseases/etiology*
;
Prognosis
;
Seizures
;
Cytokines
6.Mid-term efficacy of China Net Childhood Lymphoma-mature B-cell lymphoma 2017 regimen in the treatment of pediatric Burkitt lymphoma.
Meng ZHANG ; Pan WU ; Yan Long DUAN ; Ling JIN ; Jing YANG ; Shuang HUANG ; Ying LIU ; Bo HU ; Xiao Wen ZHAI ; Hong Sheng WANG ; Yang FU ; Fu LI ; Xiao Mei YANG ; An Sheng LIU ; Shuang QIN ; Xiao Jun YUAN ; Yu Shuang DONG ; Wei LIU ; Jian Wen ZHOU ; Le Ping ZHANG ; Yue Ping JIA ; Jian WANG ; Li Jun QU ; Yun Peng DAI ; Guo Tao GUAN ; Li Rong SUN ; Jian JIANG ; Rong LIU ; Run Ming JIN ; Zhu Jun WANG ; Xi Ge WANG ; Bao Xi ZHANG ; Kai Lan CHEN ; Shu Quan ZHUANG ; Jing ZHANG ; Chun Ju ZHOU ; Zi Fen GAO ; Min Cui ZHENG ; Yonghong ZHANG
Chinese Journal of Pediatrics 2022;60(10):1011-1018
Objective: To analyze the clinical characteristics of children with Burkitt lymphoma (BL) and to summarize the mid-term efficacy of China Net Childhood Lymphoma-mature B-cell lymphoma 2017 (CNCL-B-NHL-2017) regimen. Methods: Clinical features of 436 BL patients who were ≤18 years old and treated with the CNCL-B-NHL-2017 regimen from May 2017 to April 2021 were analyzed retrospectively. Clinical characteristics of patients at disease onset were analyzed and the therapeutic effects of patients with different clinical stages and risk groups were compared. Survival analysis was performed by Kaplan-Meier method, and Cox regression was used to identify the prognostic factors. Results: Among 436 patients, there were 368 (84.4%) males and 68 (15.6%) females, the age of disease onset was 6.0 (4.0, 9.0) years old. According to the St. Jude staging system, there were 4 patients (0.9%) with stage Ⅰ, 30 patients (6.9%) with stage Ⅱ, 217 patients (49.8%) with stage Ⅲ, and 185 patients (42.4%) with stage Ⅳ. All patients were stratified into following risk groups: group A (n=1, 0.2%), group B1 (n=46, 10.6%), group B2 (n=19, 4.4%), group C1 (n=285, 65.4%), group C2 (n=85, 19.5%). Sixty-three patients (14.4%) were treated with chemotherapy only and 373 patients (85.6%) were treated with chemotherapy combined with rituximab. Twenty-one patients (4.8%) suffered from progressive disease, 3 patients (0.7%) relapsed, and 13 patients (3.0%) died of treatment-related complications. The follow-up time of all patients was 24.0 (13.0, 35.0) months, the 2-year event free survival (EFS) rate of all patients was (90.9±1.4) %. The 2-year EFS rates of group A, B1, B2, C1 and C2 were 100.0%, 100.0%, (94.7±5.1) %, (90.7±1.7) % and (85.9±4.0) %, respectively. The 2-year EFS rates was higher in group A, B1, and B2 than those in group C1 (χ2=4.16, P=0.041) and group C2 (χ2=7.21, P=0.007). The 2-year EFS rates of the patients treated with chemotherapy alone and those treated with chemotherapy combined with rituximab were (79.3±5.1)% and (92.9±1.4)% (χ2=14.23, P<0.001) respectively. Multivariate analysis showed that stage Ⅳ (including leukemia stage), serum lactate dehydrogenase (LDH)>4-fold normal value, and with residual tumor in the mid-term evaluation were risk factors for poor prognosis (HR=1.38,1.23,8.52,95%CI 1.05-1.82,1.05-1.43,3.96-18.30). Conclusions: The CNCL-B-NHL-2017 regimen show significant effect in the treatment of pediatric BL. The combination of rituximab improve the efficacy further.
Adolescent
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Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Burkitt Lymphoma/drug therapy*
;
Child
;
Disease-Free Survival
;
Female
;
Humans
;
Lactate Dehydrogenases
;
Lymphoma, B-Cell/drug therapy*
;
Male
;
Prognosis
;
Retrospective Studies
;
Rituximab/therapeutic use*
;
Treatment Outcome
8.Mystery of Yiyin decoction theory: rule discovery and evaluation strategy of atypical pharmacological effects of Chinese medicinal prescription.
Ying DAI ; Yi-Guan ZHANG ; Jin ZENG ; Hua HUA ; Jun-Ning ZHAO ; Li LI ; Liang-Chun YAN ; Zhu-Jun YIN ; Jian-Bo WANG ; Peng TAN ; Rui-Rong TAN ; An-Qi ZENG ; Yun-Yun QUAN ; Ping WEI
China Journal of Chinese Materia Medica 2022;47(16):4261-4268
Yi Yin, a famous medical scientist and culinary master in the late Xia Dynasty and early Shang Dynasty, developed the Chinese medicinal liquids and Chinese medicinal prescriptions emerged after that. Chinese medicinal prescriptions have attracted much attention because of their unique advantages in the treatment of chronic multifactorial diseases, representing an important direction of drug discovery in the future. Yiyin decoction theory is the superior form of personalized combined medication with advanced consciousness. It is different from not only the magic bullet theory of single component action but also the connotation of modern multi-target drugs. The core of Yiyin decoction theory can be summarized as compound compatibility, multiple effects, and moderate regulation. Compound compatibility refers to that the formulation of Chinese medicinal prescriptions involves the complex synergy and interactions between sovereign, minister, assistant, and guide medicinal materials. Multiple effects mean that the prescriptions employ a variety of mechanisms to exert comprehensive pharmacological effects of nonlinear feedback. Moderate regulation reflects that the prescriptions can accurately regulate the multiple points of the disease biological network as a whole. To solve the mystery of Yiyin decoction theory, we should not only simply study the known active substances(components) and their independent target effects in the mixture, but also mine the "dark matter" and "dark effect" of Chinese medicinal prescriptions. That is, we should learn the neglected atypical pharmacological effects of Chinese medicinal prescriptions and the multi-point nesting mechanism that plays a precise regulatory function in the body. Yiyin decoction theory focuses on the overall pharmacological effect to reflect the comprehensive clinical value of Chinese medicinal prescriptions, which is of great significance for the development of a new model for the evaluation and application of new Chinese medicinal prescriptions in line with the theory of traditional Chinese medicine.
China
;
Drugs, Chinese Herbal/pharmacology*
;
Medicine, Chinese Traditional
;
Prescriptions
9.Effect of electroacupuncture on lumbar disc herniation with different multifidus fatty infiltration rates.
Ying LV ; De-Chun DAI ; Hui-Na JIANG ; Lei WANG
Chinese Acupuncture & Moxibustion 2021;41(6):593-597
OBJECTIVE:
To observe the therapeutic effect of electroacupuncture on lumbar disc herniation (LDH) with different multifidus fatty infiltration rates.
METHODS:
A total of 108 eligible LDH patients received MRI test before treatment and the multifidus fatty infiltration rate (FI) was measured. According to theresults, they were divided to group A (FI<10%), group B (10%≤FI≤20%) and group C (FI>20%), 36 cases in each one. EA was provided in all of the groups. The selected acupoints were Jiaji (EX-B 2) from L
RESULTS:
Compared with before treatment, ODI score was reduced (
CONCLUSION
Electroacupuncture relieves pain and improves physical and psychological health of LDH patients. Multifidus fatty infiltration rate is probably one of the factors to influence the therapeutic effect of electroacupuncture.
Acupuncture Points
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Electroacupuncture
;
Humans
;
Intervertebral Disc Degeneration
;
Intervertebral Disc Displacement/therapy*
;
Lumbar Vertebrae
;
Paraspinal Muscles
10.Association between serum trace elements and core symptoms in children with autism spectrum disorder: a national multicenter survey.
Xin-Hui ZHANG ; Ting YANG ; Jie CHEN ; Li CHEN ; Ying DAI ; Fei-Yong JIA ; Li-Jie WU ; Yan HAO ; Ling LI ; Jie ZHANG ; Xiao-Yan KE ; Ming-Ji YI ; Qi HONG ; Jin-Jin CHEN ; Shuan-Feng FANG ; Yi-Chao WANG ; Qi WANG ; Chun-Hua JIN ; Ting-Yu LI
Chinese Journal of Contemporary Pediatrics 2021;23(5):445-450
OBJECTIVE:
To study the association of serum levels of trace elements with core symptoms in children with autism spectrum disorder (ASD).
METHODS:
From September 2018 to September 2019, an investigation was performed for 1 020 children with ASD and 1 038 healthy children matched for age and sex in the outpatient service of grade A tertiary hospitals and special education institutions in 13 cities of China. Autism Behavior Checklist (ABC), Social Responsiveness Scale (SRS), and Childhood Autism Rating Scale (CARS) were used to assess the core symptoms of the children with ASD. The inductively coupled plasma mass spectrometry was used to measure serum levels of trace elements magnesium, iron, copper, and zinc.
RESULTS:
The children with ASD had significantly lower serum levels of magnesium, copper, and zinc than the healthy children (
CONCLUSIONS
The serum levels of magnesium and zinc may be associated with core symptoms in children with ASD, which requires further studies. The nutritional status of trace elements should be monitored for children with ASD in clinical practice.
Autism Spectrum Disorder
;
Child
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China
;
Copper/analysis*
;
Humans
;
Trace Elements/analysis*
;
Zinc

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