1.Evaluation of a deep learning-driven centerline extraction algorithm for optimizing the diagnosis of the"gray zone"in noninvasive coronary fractional flow reserve
Zi-qiang GUO ; Xi WANG ; Zi-nuan LIU ; Yi-pu DING ; Ran XIN ; Dong-kai SHAN ; Jun GUO ; Yun-dai CHEN ; Jun-jie YANG
Chinese Journal of Interventional Cardiology 2025;33(6):312-318
Objective To evaluate the diagnostic performance of the minimum-cost-path-based CT angiography-derived fractional flow reserve(MCP-FFR)and the deep learning-driven CT angiography-derived fractional flow reserve(DeepCL-FFR),and to particularly explore the potential value of the DeepCL algorithm in improving diagnostic accuracy within the"gray zone."Methods A retrospective analysis was conducted on 151 coronary vessels from 109 patients with coronary artery disease,who were hospitalized at the General Hospital of the People's Liberation Army between January 2020 and June 2021.Pearson correlation and Bland-Altman plots were employed to assess the correlation and agreement of the two CT-FFR methods with invasive FFR.A CT-FFR range of 0.70-0.80 was defined as the diagnostic"gray zone."The accuracy,sensitivity,specificity,positive predictive value,and negative predictive value for detecting hemodynamic abnormalities were calculated and analyzed.The DeLong test was used to compare the areas under the receiver operating characteristic curves(AUC)between the two CT-FFR calculation methods.Results Both CT-FFR methods exhibited a positive correlation with invasive FFR(MCP-FFR:r=0.75,P<0.001;DeepCL-FFR:r=0.86,P<0.001)and showed good agreement(MCP-FFR:mean difference=0.010,P=0.351;DeepCL-FFR:mean difference=-0.003,P=0.772).Both DeepCL-FFR(AUC 0.97,95%CI 0.94-0.99)and MCP-FFR(AUC 0.92,95%CI 0.88-0.97)demonstrated favorable diagnostic performance for detecting hemodynamic abnormalities(P=0.122).In the"gray zone"for hemodynamic abnormality,the diagnostic accuracy of MCP-FFR was 68.8%,whereas DeepCL-FFR increased it to 89.7%.DeepCL-FFR also exhibited superior diagnostic performance(AUC 0.89,95%CI 0.73-0.99)within the"gray zone,"which was significantly higher than that of MCP-FFR(AUC 0.71,95%CI 0.54-0.87)(P<0.001).Conclusions The deep learning-driven coronary centerline extraction algorithm,DeepCL,demonstrates superior diagnostic performance in CT-FFR for detecting hemodynamic abnormalities,particularly by significantly improving diagnostic accuracy in the"gray zone."
2.Detection and clinical significance of serum FGF23 and 25-OH-VD levels in children with osteoporosis
Nuan HAN ; Wenke CHEN ; Sainan WANG ; Tao LI ; Tixue WANG ; Jinsong SUN
Chinese Journal of Endocrine Surgery 2025;19(4):579-583
Objective:To analyze the relationship among serum levels of fibroblast growth factor 23 (FGF23), 25-hydroxyvitamin D (25-OH-VD) and osteoporosis in children.Methods:Eighty children with osteoporosis admitted to Affiliated Hosptial of Jining Medieal University from Jun. 2019 to Jun. 2024 were included as the observation group, and 60 healthy children who underwent physical examination during the same period were included as the control group. Serum FGF23 and 25-OH-VD levels were compared between the two groups, and bone mineral density and bone metabolism indexes [CTX-1, osteocalcin (OC) and N-terminal propeptide of type I precollagen (PINP) ] were detected. Pearson correlation was used to analyze the correlation among serum FGF23, 25-OH-VD, bone metabolism indexes and bone mineral density. Logistic regression model was used to analyze the risk factors of osteoporosis in children.Results:Serum FGF23 and CTX-1 levels in the observation group were significantly higher than those in the control group ( t=15.77, 7.56, P < 0.05), while serum 25-OH-VD, OC, PINP and BMD levels were significantly lower ( t=14.09, 2.70, 13.25, 3.63, P < 0.05) ; Pearson correlation analysis showed that BMD was not correlated with age, BMI and OC ( r=-0.07, -0.02, 0.01, P > 0.05), BMD was negatively correlated with FGF23 and CTX-1, and positively correlated with 25-OH-VD and PINP ( r=-0.35, -0.34, 0.41, 0.40, P < 0.05). The stepwise regression model showed that FGF23 and 25-OH-VD were the main factors affecting BMD ( t=-2.40, 9.02, P<0.05). Multifactor Logistic regression model showed that FGF23 and 25-OH-VD were related factors of osteoporosis in children ( OR=3.01,1.16, P<0.05) . Conclusion:Serum FGF23 level is higher and 25-OH-VD level is lower in children with osteoporosis, which is significantly correlated with bone mineral density and is a related factor for osteoporosis in children.
3.Detection and clinical significance of serum FGF23 and 25-OH-VD levels in children with osteoporosis
Nuan HAN ; Wenke CHEN ; Sainan WANG ; Tao LI ; Tixue WANG ; Jinsong SUN
Chinese Journal of Endocrine Surgery 2025;19(4):579-583
Objective:To analyze the relationship among serum levels of fibroblast growth factor 23 (FGF23), 25-hydroxyvitamin D (25-OH-VD) and osteoporosis in children.Methods:Eighty children with osteoporosis admitted to Affiliated Hosptial of Jining Medieal University from Jun. 2019 to Jun. 2024 were included as the observation group, and 60 healthy children who underwent physical examination during the same period were included as the control group. Serum FGF23 and 25-OH-VD levels were compared between the two groups, and bone mineral density and bone metabolism indexes [CTX-1, osteocalcin (OC) and N-terminal propeptide of type I precollagen (PINP) ] were detected. Pearson correlation was used to analyze the correlation among serum FGF23, 25-OH-VD, bone metabolism indexes and bone mineral density. Logistic regression model was used to analyze the risk factors of osteoporosis in children.Results:Serum FGF23 and CTX-1 levels in the observation group were significantly higher than those in the control group ( t=15.77, 7.56, P < 0.05), while serum 25-OH-VD, OC, PINP and BMD levels were significantly lower ( t=14.09, 2.70, 13.25, 3.63, P < 0.05) ; Pearson correlation analysis showed that BMD was not correlated with age, BMI and OC ( r=-0.07, -0.02, 0.01, P > 0.05), BMD was negatively correlated with FGF23 and CTX-1, and positively correlated with 25-OH-VD and PINP ( r=-0.35, -0.34, 0.41, 0.40, P < 0.05). The stepwise regression model showed that FGF23 and 25-OH-VD were the main factors affecting BMD ( t=-2.40, 9.02, P<0.05). Multifactor Logistic regression model showed that FGF23 and 25-OH-VD were related factors of osteoporosis in children ( OR=3.01,1.16, P<0.05) . Conclusion:Serum FGF23 level is higher and 25-OH-VD level is lower in children with osteoporosis, which is significantly correlated with bone mineral density and is a related factor for osteoporosis in children.
4.Evaluation of a deep learning-driven centerline extraction algorithm for optimizing the diagnosis of the"gray zone"in noninvasive coronary fractional flow reserve
Zi-qiang GUO ; Xi WANG ; Zi-nuan LIU ; Yi-pu DING ; Ran XIN ; Dong-kai SHAN ; Jun GUO ; Yun-dai CHEN ; Jun-jie YANG
Chinese Journal of Interventional Cardiology 2025;33(6):312-318
Objective To evaluate the diagnostic performance of the minimum-cost-path-based CT angiography-derived fractional flow reserve(MCP-FFR)and the deep learning-driven CT angiography-derived fractional flow reserve(DeepCL-FFR),and to particularly explore the potential value of the DeepCL algorithm in improving diagnostic accuracy within the"gray zone."Methods A retrospective analysis was conducted on 151 coronary vessels from 109 patients with coronary artery disease,who were hospitalized at the General Hospital of the People's Liberation Army between January 2020 and June 2021.Pearson correlation and Bland-Altman plots were employed to assess the correlation and agreement of the two CT-FFR methods with invasive FFR.A CT-FFR range of 0.70-0.80 was defined as the diagnostic"gray zone."The accuracy,sensitivity,specificity,positive predictive value,and negative predictive value for detecting hemodynamic abnormalities were calculated and analyzed.The DeLong test was used to compare the areas under the receiver operating characteristic curves(AUC)between the two CT-FFR calculation methods.Results Both CT-FFR methods exhibited a positive correlation with invasive FFR(MCP-FFR:r=0.75,P<0.001;DeepCL-FFR:r=0.86,P<0.001)and showed good agreement(MCP-FFR:mean difference=0.010,P=0.351;DeepCL-FFR:mean difference=-0.003,P=0.772).Both DeepCL-FFR(AUC 0.97,95%CI 0.94-0.99)and MCP-FFR(AUC 0.92,95%CI 0.88-0.97)demonstrated favorable diagnostic performance for detecting hemodynamic abnormalities(P=0.122).In the"gray zone"for hemodynamic abnormality,the diagnostic accuracy of MCP-FFR was 68.8%,whereas DeepCL-FFR increased it to 89.7%.DeepCL-FFR also exhibited superior diagnostic performance(AUC 0.89,95%CI 0.73-0.99)within the"gray zone,"which was significantly higher than that of MCP-FFR(AUC 0.71,95%CI 0.54-0.87)(P<0.001).Conclusions The deep learning-driven coronary centerline extraction algorithm,DeepCL,demonstrates superior diagnostic performance in CT-FFR for detecting hemodynamic abnormalities,particularly by significantly improving diagnostic accuracy in the"gray zone."
5.Myocarditis induced by the combination of disitamab vedotin and toripalimab
Chaojin LIN ; Guilin HE ; Nuan JIA ; Suichen CHEN ; Chaoran LIU
Adverse Drug Reactions Journal 2024;26(3):190-192
A 68-year-old female patient with invasive urothelial carcinoma received immune treatments with disitamab vedotin 120 mg and toripalimab 240 mg intravenously on the first day, and 14 days was a cycle. Nineteen days after the first medication, the patient complained of lower back muscle soreness. Laboratory tests showed creatine kinase (CK) 1 079 U/L and CK-MB 33 U/L. The 2nd cycle of immunotherapy was suspended and prednisone 20 mg orally once daily was given. Five days later, the patient felt chest tightness, and laboratory tests showed CK 3 366 U/L, CK-MB 91 U/L, lactic dehydrogenase 518 U/L, myoglobin 1 282 μg/L, high-sensitivity troponin T 0.068 μg/L, and N-terminal pro-brain natriuretic peptide 148 ng/L. Myocarditis caused by the combination of disitamab vedotin and toripalimab was considered, referring to the cardiac color Doppler ultrasound examination. Prednisone was switched to IV infusion of methylprednisolone 160 mg once daily. The above laboratory test indicators gradually decreased, but the electrocardiogram showed ectopic heart rhythm. Amiodarone was added. After 11 days of methylprednisolone treatment by IV infusion, methylprednisolone 20 mg orally once daily was given, which was gradually reduced and discontinued finally. Four days later, the patient′s laboratory indicators and electrocardiogram showed no abnormalities in the re-examination.
6.Myocarditis induced by the combination of disitamab vedotin and toripalimab
Chaojin LIN ; Guilin HE ; Nuan JIA ; Suichen CHEN ; Chaoran LIU
Adverse Drug Reactions Journal 2024;26(3):190-192
A 68-year-old female patient with invasive urothelial carcinoma received immune treatments with disitamab vedotin 120 mg and toripalimab 240 mg intravenously on the first day, and 14 days was a cycle. Nineteen days after the first medication, the patient complained of lower back muscle soreness. Laboratory tests showed creatine kinase (CK) 1 079 U/L and CK-MB 33 U/L. The 2nd cycle of immunotherapy was suspended and prednisone 20 mg orally once daily was given. Five days later, the patient felt chest tightness, and laboratory tests showed CK 3 366 U/L, CK-MB 91 U/L, lactic dehydrogenase 518 U/L, myoglobin 1 282 μg/L, high-sensitivity troponin T 0.068 μg/L, and N-terminal pro-brain natriuretic peptide 148 ng/L. Myocarditis caused by the combination of disitamab vedotin and toripalimab was considered, referring to the cardiac color Doppler ultrasound examination. Prednisone was switched to IV infusion of methylprednisolone 160 mg once daily. The above laboratory test indicators gradually decreased, but the electrocardiogram showed ectopic heart rhythm. Amiodarone was added. After 11 days of methylprednisolone treatment by IV infusion, methylprednisolone 20 mg orally once daily was given, which was gradually reduced and discontinued finally. Four days later, the patient′s laboratory indicators and electrocardiogram showed no abnormalities in the re-examination.
7.Value of serum miR-922 and miR-506 expression levels in the diagnosis and prognostic assessment of childhood acute lymphoblastic leukemia.
Yi-Yue ZHU ; Ri-Nuan WU ; Xia LI ; Xiang-Bi CHEN
Chinese Journal of Contemporary Pediatrics 2021;23(10):1021-1026
OBJECTIVES:
To study the value of serum miR-922 and miR-506 expression levels in the diagnosis and prognostic assessment of childhood acute lymphoblastic leukemia (ALL).
METHODS:
A total of 132 children with ALL (ALL group) and 80 healthy children (healthy control group) were prospectively selected in this study. Quantitative real-time polymerase chain reaction was used to measure the expression levels of serum miR-922 and miR-506 in both groups. Receiver operating characteristic (ROC) curves were plotted to analyze the diagnostic value of miR-922 and miR-506 for childhood ALL. The Kaplan-Meier method was used to plot survival curves, and multivariate COX regression models were used to analyze the risk factors for poor prognosis in children with ALL.
RESULTS:
The ALL group had significantly higher expression levels of serum miR-922 and miR-506 than the control group (
CONCLUSIONS
The expression levels of miR-922 and miR-506 are of good value in the diagnosis and prognostic assessment of childhood ALL.
Biomarkers, Tumor
;
Child
;
Humans
;
Kaplan-Meier Estimate
;
MicroRNAs/genetics*
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics*
;
Prognosis
;
ROC Curve
9.Analysis of types and metabolic profiles of hyperphenylalaninemia
Weihong ZENG ; Aiwu WU ; Xunjie XIE ; Haimei OUYANG ; Jinqun LIANG ; Nuan CHEN ; Shu LIU ; Sisi WEI ; Liying CHEN ; Jianhui JIANG
Chinese Journal of Applied Clinical Pediatrics 2018;33(8):572-575
Objective To study the characteristics of hyperphenylalaninemia (HPA) and the differences in blood and urine metabolic index and their correlation.Methods A total of 137 patients with HPA diagnosed by the Pediatric Inherit Metabolism and Endocrine Department,Guangdong Women and Children's Hospital,Guangzhou Medical University from January 2014 to June 2017,were enrolled.Tandem mass spectrometry (MS/MS),gas chromatography/ mass spectrometry (GC-MS) and high performance liquid chromatography (HPLC) were used to analyze the concentration of blood and urine metabolites in children,and the patients were divided into different groups according to the drug load test of tetrahydrobiopterin (BH4) and dihydrobiopterindine reductase (DHPR) deficiency.The HPA metabolite analysis of horizontal concentration by statistical differences and correlation analysis were performed.Results Among the 137 cases of HPA,there were 101 cases (73.7%) of phenylalanine hydroxylase deficiency (PAH),and among them 21 cases (15.3%) were classic phenylketonuria (PKU),37 cases were mild PKU (27.0%),43 cases (31.4%) wcrc mild HPA.Thcrc were 22 cases (16.1%) with BH4 reaction,and 79 cases (57.7%) of non-reactive type.Besides,there were 36 cases (26.3%) of tetrahydrobiopterin deficiency (BH4 D),of which 6-pyruvoyl tetrahydropterin synthase deficiency (PTPS) in 34 cases (24.8%) and dihydrobiopterindine reductase deficiency (DHPR) in 2 cases (1.5%).Urinary phenylacetic acid (r =0.673,P < 0.01),phenyllactic acid (r =0.736,P < 0.01),phenylpyruvic acid (r =0.642,P < 0.01) were significantly correlated with blood phenylalanine (Phe) concentration,and the neopterin (N) (r =0.442,P < 0.01) and biopterin (B) (r =0.398,P < 0.01) had low correlation.Urinary phenylacetic acid,phenyllactic acid and phenylpyruvic acid had no correlation with urinary pterin.There were significant differences among PTPS deficiency group,BH4 response type,and non-reactive type(all P < 0.05),but no significant difference between the BH4 reaction type and the non-reactive group (P > 0.05).Conclusions Through the analysis of the different types of HPA metabolic profiles,it can help to master the incidence and characteristics in the region,within a certain concentration range of blood Phe,the phenylacetic acid,phenyllactic acid,phenylpyruvic acid should not be tested by GC-MS alone.Uterine erythropoietin analysis of BH4D classification and identification of BH4 reaction,non-reactive PKU have a supporting role,so master the metabolic index of various types of concentration and relevance of HPA,it can provide basis for early diagnosis,accurate treatment and follow-up.
10.Severe anemia, malnutrition, hypotonia and aggravation of the conscious disturbance, methyl malonic acidemia or propionic acidemia?
Shu LIU ; Mingyong LUO ; Jinqun LIANG ; Nuan CHEN ; Haimei OUYANG ; Weihong ZENG ; Xunjie XIE ; Liying CHEN ; Jianhui JIANG
Chinese Journal of Applied Clinical Pediatrics 2017;32(20):1575-1579
The patient was a 21 days-old baby girl,admitted to Guangdong Women and Children Hospital because of "poor intake,seldom crying and no activity in 1 day".The major clinical manifestations included hypotonia,aggravation of the conscious disturbance,pancytopenia,intractable acidosis and hyperammonemia,so,inherited metabolic disorders should be considered.Screening of inherited metabolic diseases with blood and urine samples,genetic test and active treatments were carried out.After targeted next-generation sequencing,a novel homozygotic frame shift mutation in PCCB gene:c.838_839insC (L280Pfs * 11) was identified,which was validated by Sanger sequencing.This mutation had not been reported in the mutation database,and bioinformatic analysis of this mutation indicated disease-causing.So,the diagnosis of propionic acidemia was identified.The baby was in a critical condition,and despite active treatment,her conscious disturbance was aggravated,and the spontaneous breathing disappeared.Subsequently,the baby died of pneumonia.Propionic acidemia is a relatively common genetic metabolic disease in newborns.The severity and the clinical phenotypes of propionic acidemia varied,which often made the diagnosis difficult.When the baby is presented with developmental delay,hypotonia,recurrent convulsion and vomiting,etc,which can't be explained by common diseases of children,propionic acidemia may be considered.Next generation sequencing analysis of the complicated cases can easily to pinpoint a disease-causing gene,which lays a solid foundation for accurate diagnosis and treatment of the patients.

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