1.Application and prospect of artificial intelligence in screening and diagnosis of scoliosis
Chinese Journal of Tissue Engineering Research 2026;30(3):721-730
BACKGROUND:Scoliosis is a three-dimensional deformity characterized by lateral bending and rotation of the spine.Its onset age covers the entire life cycle,becoming an important health issue that threatens people's health.Artificial intelligence continues to advance with the development of computer science.At present,artificial intelligence has great potential for application in medical diagnosis and treatment,and is gradually being applied in screening and diagnosis of scoliosis.OBJECTIVE:To comprehensively review the application of artificial intelligence in screening and diagnosis of scoliosis,elaborate on the progress of its application in recent years from multiple aspects,and look forward to its innovative points,providing reference for the future trend of intelligence.METHODS:Search covered databases such as PubMed,IEEE Xplore,CNKI,and WanFang,using Chinese and English search terms such as"scoliosis,artificial intelligence,machine learning,screen,diagnosis."Boolean logic was used to optimize the search strategy.Articles directly related to the application of artificial intelligence in screening and diagnosis of scoliosis were included,and articles with weak correlation,outdated experimental design,or poor credibility were excluded.Finally,83 articles were included for analysis.RESULTS AND CONCLUSION:(1)Artificial intelligence has shown unique application value and development prospects in multiple fields such as early screening of scoliosis,chest X-ray screening,smartphone screening,X-ray diagnosis,CT and MRI diagnosis,and reconstruction of three-dimensional spinal images.(2)The application of artificial intelligence in the screening and diagnosis of scoliosis has improved efficiency,reduced misdiagnosis rates,and alleviated the burden on medical staff,facilitating early detection and diagnosis of scoliosis and safeguarding spinal health.
2.Application and prospect of artificial intelligence in screening and diagnosis of scoliosis
Chinese Journal of Tissue Engineering Research 2026;30(3):721-730
BACKGROUND:Scoliosis is a three-dimensional deformity characterized by lateral bending and rotation of the spine.Its onset age covers the entire life cycle,becoming an important health issue that threatens people's health.Artificial intelligence continues to advance with the development of computer science.At present,artificial intelligence has great potential for application in medical diagnosis and treatment,and is gradually being applied in screening and diagnosis of scoliosis.OBJECTIVE:To comprehensively review the application of artificial intelligence in screening and diagnosis of scoliosis,elaborate on the progress of its application in recent years from multiple aspects,and look forward to its innovative points,providing reference for the future trend of intelligence.METHODS:Search covered databases such as PubMed,IEEE Xplore,CNKI,and WanFang,using Chinese and English search terms such as"scoliosis,artificial intelligence,machine learning,screen,diagnosis."Boolean logic was used to optimize the search strategy.Articles directly related to the application of artificial intelligence in screening and diagnosis of scoliosis were included,and articles with weak correlation,outdated experimental design,or poor credibility were excluded.Finally,83 articles were included for analysis.RESULTS AND CONCLUSION:(1)Artificial intelligence has shown unique application value and development prospects in multiple fields such as early screening of scoliosis,chest X-ray screening,smartphone screening,X-ray diagnosis,CT and MRI diagnosis,and reconstruction of three-dimensional spinal images.(2)The application of artificial intelligence in the screening and diagnosis of scoliosis has improved efficiency,reduced misdiagnosis rates,and alleviated the burden on medical staff,facilitating early detection and diagnosis of scoliosis and safeguarding spinal health.
3.Effect of cluster scalp acupuncture combined with Taijiquan on brain functional connectivity and network topology for patients with post-stroke depression
Yujie GUAN ; Keyan LIU ; Keqin YANG ; Yulin LIANG ; Jinpeng ZHANG ; Bin ZHAO
Chinese Journal of Rehabilitation Theory and Practice 2026;32(6):621-630
ObjectiveTo explore the effect of cluster scalp acupuncture combined with Taijiquan training on depressive symptom, motor function, activities of daily living, serum markers, as well as brain functional connectivity (FC) and network topological properties in patients with post-stroke depression (PSD). MethodsA total of 40 PSD patients in the Second Affiliated Hospital of Heilongjiang University of Chinese Medicine from September, 2022 to September, 2023 were enrolled and randomly divided into control group (n = 20) and experimental group (n = 20). The control group received cluster scalp acupuncture alone, while the experimental group underwent Taijiquan training in addition, for four weeks. They were assessed with Hamilton Depression Scale-17 (HAMD-17), Fugl-Meyer Assessment (FMA) and Barthel Index (BI) before and after treatment, while the serum levels of dopamine (DA), 5-hydroxytryptamine (5-HT), interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α) were detected with enzyme-linked immunosorbent assay. Resting-state functional magnetic resonance imaging (rs-fMRI) was applied to assess brain FC, as well as the global efficiency (Eg) and small-world property (σ) of brain networks. ResultsThe scores of HAMD-17, FMA and BI improved in both groups (t > 2.922, P < 0.01) after treatment, and improved more in the experimental group than in the control group (t > 2.517, P < 0.05). The serum levels of DA and 5-HT increased in both groups (t > 2.637, P < 0.05), and increased more in the experimental group (t > 2.192, P < 0.05). The serum levels of IL-6 and TNF-α decreased in the experimental group after treatment (t > 4.059, P < 0.001), and they were less than those in the control group (t > 2.154, P < 0.05). FC between left middle frontal gyrus and right anterior cingulate gyrus, as well as between left hippocampus and right precuneus were higher in the experimental group than in the control group after treatment (t > 3.867, P < 0.001), while Eg and σ increased in both groups (t > 2.828, P < 0.05), and they were higher in the experimental group (t > 2.675, P < 0.05). ConclusionCombination of Taijiquan training is more effective on depressive symptoms, motor function and activities of daily living in PSD patients, which may be related to up-regulation of serum DA and 5-HT, reduction of inflammatory factors, enhancement of prefrontal-limbic system functional connectivity and optimization of brain network topological properties.
4.Survey on the awareness and clinical application of guidelines for the prevention and treatment of chronic hepatitis B (2022 edition) among clinicians
Yuanyuan KONG ; Yujie GUO ; Yujuan GUAN ; Xuan LIANG ; Zhongjie HU ; Xiaobo LU ; Mingqin LU ; Yongfeng YANG ; Meifang HAN ; Hong YOU ; Zhiyun YANG ; Jidong JIA
Journal of Clinical Hepatology 2025;41(6):1068-1074
ObjectiveTo investigate the awareness and clinical practice of guidelines for the prevention and treatment of chronic hepatitis B (2022 edition) among clinicians. MethodsFrom July 19 to December 31, 2024, a self-designed electronic questionnaire was distributed via the WeChat mini program to collect related data from 1 588 clinicians nationwide, including their awareness and practice based on 18 questions regarding testing and referral, diagnosis and treatment, and follow-up. ResultsAmong all respondents, only 350 clinicians correctly understood all the updated key points of antiviral indications and treatment for special populations in the 2022 edition of guidelines for the prevention and treatment of chronic hepatitis B, with an overall awareness rate of 22.0%. Only 20% — 40% of the patients with positive HBV DNA and an age of >30 years receive antiviral therapy, while 80% — 100% of the patients with positive HBV DNA and a family history of hepatitis B cirrhosis or hepatocellular carcinoma receive antiviral therapy. The median follow-up rates at 1 year, 3 years, and 5 years were 67.5% 57.5% and 47.5%,respectively, showing a trend of gradual reduction, which might be associated with the influencing factors such as insufficient time for follow-up management by clinicians, insufficient awareness of the disease among patients, and poor adherence to follow-up. ConclusionThere is a gap between the awareness and practice of guidelines for the prevention and treatment of chronic hepatitis B (2022 edition) among clinicians. It is recommended to further strengthen training and focus on the whole process of “detection, diagnosis, treatment, and management” for patients with chronic hepatitis B in healthcare institutions, in order to promote the implementation of the guidelines.
5.Adverse reactions to Erwinia asparaginase and pegaspargase in the treatment of acute lymphoblastic leukemia in children
Shan HUANG ; Yujie GUAN ; Lili SONG ; Lihuan SHI ; Wei LIU
Journal of China Medical University 2025;54(7):608-612
Objective To compare the adverse reactions to pegasparaginase(PEG-ASP)and Erwiniaasparaginase(ASP)in the treat-ment of pediatric acute lymphoblastic leukemia(ALL)and to provide clinical guidance for treatment.Methods A total of 13 patients who were switched from PEG-ASP to Erwinia ASP due to allergic reactions during the induction phase of ALL treatment at the Depart-ment of Hematology and Oncology,Children's Hospital Affiliated of Zhengzhou University between February 2022 and February 2023 were selected as the case group.A control group of 26 patients treated with PEG-ASP and matched for sex at a ratio of 1∶2 was also selected.Pre-and post-treatment coagulation function,blood biochemistry,blood ammonia level,and gastrointestinal reactions were compared between the groups.Results There were no significant differences in AST,TB,UB,TC,TG,AMY,UN,Cr,APTT,and Fbg levels between the two groups,pre-and post-treatment.However,ALT,GGT,BB,and Glu levels were higher in the control group,whereas albumin was lower than in the case group(P<0.05).Both groups had an increased post-treatment blood ammonia level(P<0.05),with significantly a higher level observed in the case group than in the control group(P<0.001).No significant differences in adverse gastro-intestinal reactions were observed between the two groups.Conclusion Erwinia ASP and PEG-ASP affected liver function in pediatric ALL re-induction therapy with minimal effects on coagulation and weaker gastrointestinal reaction.Erwinia ASP significantly affected the blood ammonia level,and both treatments caused mild gastrointestinal reactions.Regular blood ammonia monitoring,post Erwinia ASP treatment,is recommended.
6.Research advances in the detection of new psychoactive substances of fentanyl compounds under different scenes
Xinyi GUAN ; Yujie YANG ; Jun WEN
Journal of Pharmaceutical Practice and Service 2025;43(11):533-539
The prevalence and abuse of new psychoactive substances are becoming more and more serious. The structural characteristics and pharmacological and toxicological effects of new psychoactive substances of fentanyl compounds were summarized, which focused on the pre-treatment and analysis methods of fentanyl substances in different scenes such as biological samples, drugs or illegal drugs, and environmental samples. The difficulties of current laboratory detection and field rapid detection were also summarized, and the development trend and application prospect of various technologies were prospected.
7.Clinical significance of cytokeratin 19 fragment in anti-melanoma differentiation-associated protein-5 antibody positive patients
Wenjuan GUAN ; Lijun LIU ; Panpan ZHANG ; Cong WANG ; Xin ZHANG ; Lijuan ZHANG ; Lishuai HAN ; Yinli ZHANG ; Yujie HE ; Shengyun LIU
Chinese Journal of Rheumatology 2025;29(3):189-196
Objective:To investigate the clinical significance of elevated cytokeratin 19 fragment (CYFRA21-1) in patients with dermatomyositis associated with positive anti-melanoma differentiation-associated gene 5 (MDA5) antibody.Methods:142 consecutive cases with newly onset anti-MDA5(+) (MADEDM)-DM admitted to the first affiliated hospital of Zhengzhou University from June 2018 to October 2021 were enrolled. They were divided into two groups, the low serum CYFRA21-1 group (CYFRA21-1≤4 ng/ml) and the high serum CYFRA21-1 group (CYFRA21-1>4 ng/ml). The clinical manifestations, laboratory tests results, imaging examinations treatment and outcome were collected for statistical analysis. Enumeration data were expressed as the number of cases and percentage (%). Normally distributed parameters were tested by t-test. Parameters with skewed distribution were tested by Mann-Whitney Wilcoxon analysis. Categorical variables were compared by the Chi-square test or Fisher′s exact test. Risk factor analysis was performed using Logistic regression. Cumulative survivals were described by Kaplan-Meier curves. Results:The age of onset in the high CYFRA21-1 group [(56±9)years vs. (50±10) years, t=-3.50, P=0.001] was higher than that in the low CYFRA21-1 group. Fever [63.3% (38/60) vs. 40.2% (33/82), χ2=7.39, P=0.007] was more common in the high CYFRA21-1 group, and arthritis [41.7% (25/60) vs. 69.5%(57/82), χ2=11.01, P=0.001] was less common. Myalgia, myasthenia, rashes, Raynaud′s phenomenon and skin ulcers had no significant difference between the two groups. The WBC count [5.2(4.1, 6.9)×10 9/L vs. 4.3(3.2, 6.2)×10 9/L, Z=-2.57, P=0.010], neutrophil count [4.0(2.9, 5.5)×10 9/L vs. 2.9(2.1, 4.5)×10 9/L, Z=-3.25, P=0.001] and neutrophil/lymphocyte ratio [5.75(3.50, 9.20) vs. 3.55(2.64, 5.41), Z=-3.77, P<0.001] in high CYFRA21-1 group were significantly higher than those in low CYFRA21-1 group. At the same time, LDH [384(302, 519)U/L vs. 318(260, 405)U/L, Z=-2.98, P=0.003], ferritin [1 204(677, 2 039)ng/ml vs. 570(229, 846)ng/ml, Z=-4.78, P<0.001], KL-6 [995(658, 1 491)U/ml vs. 750(563, 1 197)U/ml, Z=-2.49, P=0.013], ESR [36(22, 61)mm/1 h vs. 28(15, 46)mm/1 h, Z=-2.18, P=0.029] and CRP [9.2(4.7, 31.5)mg/L vs. 3.1(1.1, 11.6)mg/L, Z=-3.53, P<0.001] were significantly increased in the high level of CYFRA21-1 group, while serum albumin[(32±5)g/L vs. (35±5)g/L, t=3.92, P<0.001] was significantly decreased. There was no significant difference in the titers of serum anti-MDA5 antibodies between the two groups. The positive rate of anti-RO52 antibody [44(74.6%) vs. 44(53.7%), χ2=6.40, P=0.011] in high CYFRA21-1 group was higher than that in low CYFRA21-1 group. The ground glass opacity (GGO) score [1.75(1.33, 2.42) vs. 1.09(0.67, 1.67), Z=-4.60, P<0.001] based on high resolution CT (HRCT) was also significantly increased in the CYFRA21-1 high level group. Compared with the low CYFRA21-1 group, the high CYFRA21-1 group had a higher probability of RP-ILD [48.3%(29/60) vs. 23.2%(19/82), χ2=9.80, P=0.002] and a higher 6-month mortality rate[48.3%(29/60) vs.13.4%(11/82), χ2=19.70, P<0.001]. Logistic regression analysis showed that age ≥53 years old [ OR(95% CI)=5.197(1.781, 15.165), P=0.003], duration < 2 months [ OR(95% CI)=3.314 (1.058, 10.378), P=0.040], NE/LYMP >5 [ OR(95% CI)=3.443(1.120, 10.586), P=0.031], CRP>5 mg/L[ OR(95% CI)=6.271(1.749, 22.480), P=0.005], CA125>14 U/ml[ OR(95% CI)=7.500 (2.409, 23.345), P=0.001] and CYFRA21-1>4 ng/ml[ OR(95% CI)=3.665(1.258, 10.676), P=0.017] were independent risk factors for death within 6 months in MDA5-DM patients. Kaplan-Meier survival curve showed that the survival rate of the high CYFRA21-1 group was significantly lower than that of the low CYFRA21-1 group( P<0.001). Conclusion:Elevated CYFRA21-1 is an independent risk factor for early mortality in MDA5-DM patients and can serve as a novel serological marker for risk stratification in these patients.
8.Analysis of 8 children with TCF3:: HLF fusion gene positive acute lymphoblastic leukemia
Wei LIN ; Yuanyuan ZHANG ; Jiaole YU ; Ying WU ; Peijing QI ; Jia FAN ; Pengli HUANG ; Jixin XU ; Yujie GUAN ; Wei LIU ; Huyong ZHENG ; Tianyou WANG ; Ruidong ZHANG
Chinese Journal of Pediatrics 2025;63(8):896-900
Objective:To summarize the clinical characteristics and key points of diagnosis and treatment in children with TCF3::HLF fusion gene-positive acute lymphoblastic leukemia (ALL).Methods:A case series study was conducted. Clinical data of 8 children diagnosed with TCF3::HLF positive ALL at the Hematology Center of Beijing Children′s Hospital, Capital Medical University and the Hematology Oncology Department of Henan Children′s Hospital between January 2019 and January 2024 were collected. Descriptive analysis was performed on their clinical features, laboratory findings, treatment regimens and prognosis.Results:The cohort included 8 children (3 males and 5 females) with the age of 5.5 (3.5, 7.0) years. Bone pain was the primary clinical manifestation in 4 cases, with multi-site skeletal involvement in 4 cases, hypercalcemia in 5 cases, and coagulation abnormalities in 6 cases. Immunophenotyping revealed common B-cell lineage with myeloid markers in 7 cases and common B-cell phenotype in 1 case. All 8 children were positive for the TCF3::HLF fusion gene. Regarding treatment, 1 case abandoned therapy after diagnosis, while the remaining 7 cases received chemotherapy following the Chinese Children′s Leukemia Group-ALL2018 high-risk protocol. Only 1 case achieved minimal residual disease (MRD) negativity by day 33 of induction therapy. Among the 3 cases with MRD negativity before consolidation therapy, 1 case achieved it via conventional chemotherapy, while 2 cases required additional agents (venetoclax or blinatumomab). One case failed to achieve MRD negativity after consolidation therapy and later discontinued treatment (survival periods: 7months).Of the 4 cases who achieved MRD negativity after consolidation, 2 cases received conventional chemotherapy and 2 cases achieved negativity following chimeric antigen receptor T-cell therapy (CART). All 4 cases underwent hematopoietic stem cell transplantation (HSCT). Two cases in the CART combined with HSCT group survived as of the last follow-up (survival periods: 22 and 13 months). In the conventional chemotherapy combined HSCT group, 1 case relapsed and died (survival: 38 months), and 1 case died from transplant complications (survival: 11 months). The other 2 cases achieved MRD negativity before consolidation therapy but did not receive regular subsequent chemotherapy. After MRD recurrence, they underwent CART therapy without HSCT and remained alive at the last follow-up (survival periods: 49 and 12 months).Conclusions:Children with TCF3::HLF positive ALL often present with bone destruction accompanied by hypercalcemia and coagulopathy at initial diagnosis. This subtype of ALL shows poor response to conventional chemotherapy regimens, characterized by low early remission rates and high relapse risk even after HSCT. Better therapeutic outcomes have been observed with small molecule targeted drugs, immunotherapy and CART therapy.
9.The efficacy of blinatumomab in the treatment of pediatric B-cell acute lymphoblastic leukemia: a multicenter study
Weiling YAN ; Jun LU ; Hua WANG ; Lihua YU ; Huidi FENG ; Bai LI ; Wenguang JIA ; Jian WANG ; Wenting HU ; Xue TANG ; Jing FAN ; Yujie GUAN ; Xiaolan LI ; Yalan YOU ; Yongmin TANG ; Xiaojun XU
Chinese Journal of Pediatrics 2025;63(11):1194-1200
Objective:To investigate the efficacy and toxicity of blinatumomab in the first-line and second-line treatment of pediatric B-cell acute lymphoblastic leukemia (B-ALL).Methods:A multi-center retrospective cohort study was conducted to analyze clinical data from 323 pediatric B-ALL patients treated with blinatumomab across 14 hospitals in China from May 2021 to July 2023. Patients were divided into four groups based on the treatment phase and disease status when blinatumomab was used: relapsed/refractory group, post-consolidation minimal residual disease (MRD)-positive group, early MRD-positive group, and MRD-negative group. Blinatumomab for the relapsed/refractory group was considered as second-line treatment, while the other 3 groups as first-line treatment. The MRD negativity rate after treatment, the survival rates and the incidence of severe adverse events were compared across these groups. Patients who received blinatumomab for more than 7 days were included in the efficacy analysis. Survival analysis was performed using the Kaplan-Meier method, and Log-Rank test was used to compare the survival rates among groups.Results:Among the 323 patients, 191 (59.1%) were male, with the age of 6.2 (3.9, 10.5) years. There were 117 patients in the relapsed/refractory group, 62 cases in the post-consolidation MRD-positive group, 43 cases in the early MRD-positive group, and 101 cases in the MRD negative group. In the relapsed/refractory group, the complete remission rate and MRD negativity rate after one course of blinatumomab were 71.4% (35/49) and 81.5% (75/92) for the 49 children without complete remission and the 92 children with flow cytometry-positive MRD, respectively. In the post-consolidation MRD-positive group, the MRD negativity rates after one course of blinatumomab were 100.0% (27/27), 12/16 and 9/19 for patients with MRD positivity detected by flow cytometry, polymerase chain reaction and next-generation sequencing, respectively. In the early MRD-positive group, the MRD negativity rates were 96.7% (29/30) and 9/9 for flow cytometry and next-generation sequencing, respectively. The 2-year overall survival rate and event-free survival rate for the 319 children evaluable for efficacy were (90.6±1.7)% and (87.6±1.9)%, respectively, with the relapsed/refractory group showing significantly lower overall survival rates and event-free survival rate compared to the other groups ( χ2=21.40, 26.21,both P<0.001). Grade 3 or higher adverse events occurred in 128 cases (39.6%), with hematological toxicity observed in 101 cases, while cytokine release syndrome (CRS), infection, and neurotoxicity occurred in 11, 26 and 8 cases, respectively. In addition, there were statistically significant differences in the grade 3 or higher CRS among the four groups ( χ2=8.03, P<0.05). Conclusion:Blinatumomab can clear MRD more effectively and achieve superior survival outcomes when used as first-line treatment for pediatric B-ALL, with less CRS.
10.Association study of FADS2 gene rs174575 and rs2845574 single nucleotide polymorphisms with blood pressure and lipid levels in pregnant women.
Yuwen GUO ; Huai BAI ; Linbo GUAN ; Xinghui LIU ; Ping FAN ; Yujie WU ; Suiyan LI
Chinese Journal of Medical Genetics 2025;42(6):675-683
OBJECTIVE:
To assess the association between the single nucleotide polymorphisms (SNP) rs174575 and rs2845574 of the fatty acid desaturase 2 (FADS2) gene and gestational diabetes mellitus (GDM).
METHODS:
A total of 1 514 pregnant women who visited West China Second University Hospital of Sichuan University between January 1, 2013 and December 31, 2021 were enrolled in this study. Among them, 583 were diagnosed with gestational diabetes mellitus (GDM group), and 931 had normal pregnancies (control group). The SNPs rs174575 and rs2845574 of the FADS2 gene were analyzed using Sanger DNA sequencing. Plasma levels of insulin (INS), apolipoprotein A1 (apoA1) and apolipoprotein B (apoB) were measured using enzymatic methods, chemiluminescence and immunoturbidimetry. This study was approved by the Medical Ethics Committee of the West China Second University Hospital of Sichuan University (Ethics No.: 2020-036).
RESULTS:
The main genotype at the rs174575 C/G and rs2845574 C/T loci were CC in both GDM and control groups. No significant difference was found between the GDM and control groups regarding the genotypic or allelic frequencies of rs174575 and rs2845574 sites (P > 0.05). Among the GDM group, individuals with the GG genotype at the rs174575 site had lower plasma HDL-C levels compared to those with the CC genotype (P < 0.05), and had higher atherogenic indices (AI) compared with the CC and CG genotype (P < 0.05; P < 0.05). Individuals with the TT genotype at the rs2845574 site had higher AI compared with the CT genotype (P < 0.05). Among the control group, individuals with the GG genotype had lower diastolic blood pressure (DBP) compared to those with the CC genotype (P < 0.05). Additional subgroup analysis demonstrated that the rs174575 polymorphism was associated with AI levels in obesity subgroup of GDM, TG levels in non-obese subgroup of control and DBP levels in the obese subgroup of control (P < 0.05; P < 0.05; P < 0.05).
CONCLUSION
The FADS2 rs174575 and rs2845574 polymorphisms in GDM patients are associated wit HDL-C and AI levels, and the FADS2 rs174575 polymorphisms was also associated with DBP levels in normal pregnant women. The AI and DBP levels have a BMI-dependent effect.
Humans
;
Female
;
Pregnancy
;
Fatty Acid Desaturases/genetics*
;
Polymorphism, Single Nucleotide
;
Adult
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Diabetes, Gestational/blood*
;
Blood Pressure/genetics*
;
Lipids/blood*
;
Genotype
;
Genetic Predisposition to Disease

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