1.Research and Application Status and Analysis on Knowledge Graph in TCM Diagnosis and Treatment
Ruiqi XU ; Xiaojuan HU ; Xinghua YAO ; Yongzhi LI ; Jiatuo XU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(2):25-29
The knowledge graph has the characteristic of visualizing structural knowledge and has gradually become a research hotspot in the field of TCM diagnosis and treatment.This article reviewed the development trend and construction techniques of knowledge graph,summarized its application status in the field of TCM diagnosis and treatment,and provided a comprehensive review from the aspects of basic knowledge of TCM,inheritance of experience of renowned doctors,TCM question answering systems,and exploration of auxiliary decision-making.It also summarized the problems of knowledge graph technology in solving the informationization and intelligence process of TCM,and discussed and prospect the research and application directions of knowledge graph in the field of informationization and intelligence of TCM based on the characteristics of TCM knowledge.
2.Artificial intelligence iterative reconstruction for abdominal and pelvic CT examination after total hip arthroplasty
Yongzhi HU ; Binbin WANG ; Yaxin ZHU ; Pengfei WU ; Da CAO ; Yuxia TANG ; Chuanbing WANG ; Weiding CUI ; Shouju WANG
Chinese Journal of Medical Imaging Technology 2025;41(4):553-556
Objective To observe the value of artificial intelligence iterative reconstruction(AIIR)for abdominal and pelvic CT examination after total hip arthroplasty(THA).Methods Totally 64 patients after THA who underwent abdominal and pelvic CT examinations were retrospectively collected,including 31 patients received routine CT scanning and 33 patients received dual-energy CT scanning.AIIR and hybrid iterative reconstruction(HIR)algorithms were used to obtain AIIR and HIR images based on conventional CT images,respectively,while 70-140 keV(interval of 5 keV)virtual monoenergetic images(VMI)were reconstructed based on dual-energy CT images.VMI with the best comprehensive imaging qualities were selected for analysis.Subjective scores and objective evaluation results of imaging quality were compared among different kinds of images.Results The subjective scores of artifacts,bones,diagnostic confidence,as well as displaying of pelvic organs and blood vessels on both AIIR images and VMI were all higher than those of HIR images(all P<0.001),while no significant difference was found between AIIR images and VMI(all P>0.017).Pairwise comparison of high-density artifact fraction and skeletal artifact fraction on AIIR,HIR images and VMI showed significant differences(all P<0.001).No significant difference of low density artifact fraction nor high density noise fraction was detected between AIIR image and VMI(both P>0.017),and the objective evaluation results were different from those of HIR images(both P<0.017).The low density noise fraction of AIIR images was lower than that of HIR images(P<0.017),while no significant difference was found between AIIR or HIR images and VMI(both P>0.017).The bone noise fraction of AIIR and HIR images were both higher than that of VMI(both P<0.017),while no significant difference was found between these two kinds of images(P>0.017).Conclusion AIIR could reduce artifacts and image noise of abdominal and pelvic CT examination after THA and improve imaging quality.
3.Research and Application Status and Analysis on Knowledge Graph in TCM Diagnosis and Treatment
Ruiqi XU ; Xiaojuan HU ; Xinghua YAO ; Yongzhi LI ; Jiatuo XU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(2):25-29
The knowledge graph has the characteristic of visualizing structural knowledge and has gradually become a research hotspot in the field of TCM diagnosis and treatment.This article reviewed the development trend and construction techniques of knowledge graph,summarized its application status in the field of TCM diagnosis and treatment,and provided a comprehensive review from the aspects of basic knowledge of TCM,inheritance of experience of renowned doctors,TCM question answering systems,and exploration of auxiliary decision-making.It also summarized the problems of knowledge graph technology in solving the informationization and intelligence process of TCM,and discussed and prospect the research and application directions of knowledge graph in the field of informationization and intelligence of TCM based on the characteristics of TCM knowledge.
4.Artificial intelligence iterative reconstruction for abdominal and pelvic CT examination after total hip arthroplasty
Yongzhi HU ; Binbin WANG ; Yaxin ZHU ; Pengfei WU ; Da CAO ; Yuxia TANG ; Chuanbing WANG ; Weiding CUI ; Shouju WANG
Chinese Journal of Medical Imaging Technology 2025;41(4):553-556
Objective To observe the value of artificial intelligence iterative reconstruction(AIIR)for abdominal and pelvic CT examination after total hip arthroplasty(THA).Methods Totally 64 patients after THA who underwent abdominal and pelvic CT examinations were retrospectively collected,including 31 patients received routine CT scanning and 33 patients received dual-energy CT scanning.AIIR and hybrid iterative reconstruction(HIR)algorithms were used to obtain AIIR and HIR images based on conventional CT images,respectively,while 70-140 keV(interval of 5 keV)virtual monoenergetic images(VMI)were reconstructed based on dual-energy CT images.VMI with the best comprehensive imaging qualities were selected for analysis.Subjective scores and objective evaluation results of imaging quality were compared among different kinds of images.Results The subjective scores of artifacts,bones,diagnostic confidence,as well as displaying of pelvic organs and blood vessels on both AIIR images and VMI were all higher than those of HIR images(all P<0.001),while no significant difference was found between AIIR images and VMI(all P>0.017).Pairwise comparison of high-density artifact fraction and skeletal artifact fraction on AIIR,HIR images and VMI showed significant differences(all P<0.001).No significant difference of low density artifact fraction nor high density noise fraction was detected between AIIR image and VMI(both P>0.017),and the objective evaluation results were different from those of HIR images(both P<0.017).The low density noise fraction of AIIR images was lower than that of HIR images(P<0.017),while no significant difference was found between AIIR or HIR images and VMI(both P>0.017).The bone noise fraction of AIIR and HIR images were both higher than that of VMI(both P<0.017),while no significant difference was found between these two kinds of images(P>0.017).Conclusion AIIR could reduce artifacts and image noise of abdominal and pelvic CT examination after THA and improve imaging quality.
5.Development of a Traditional Chinese Medicine syndrome diagnosis scale for long-term simulated weightlessness experiments
Hongzhi SHI ; Chong XU ; Jiatuo XU ; Quanchun FAN ; Junlian LIU ; Liping TU ; Xiaojuan HU ; Chengpu ZHANG ; Shuang ZHAO ; Tao MI ; Yongzhi LI ; Yinghui LI
Space Medicine & Medical Engineering 2024;35(1):8-14
Objective To develop a Traditional Chinese Medicine(TCM)syndrome diagnosis scale suitable for evaluating the overall health status of participants in long-term simulated weightlessness experiments,and preliminarily evaluate its reliability and validity.Methods Based on the understanding of the pathogenesis of TCM in different stages of long-term manned spaceflight,a scale was developed through literature research and expert consultation.Test-retest reliability and internal consistency coefficient were used to test the reliability of the scale.Item analysis and factor principal component analysis were used to evaluate the validity of the scale,and a rotating component matrix was used to analyze the correlation between each item and dimension using 36 volunteers in a 90 days head down bed rest experiment as the research subjects.Results The scale contains eight dimensions and 57 items.The reliability analysis showed that the correlation coefficient of the total score of the scale for the first and second tests of 30 participants was 0.889,indicating high stability of the scale.The Cronbach coefficient of the scale was 0.934,indicating very good internal consistency.The split half reliability after correction was 0.858,indicating a high reliability of the scale.The validity analysis showed that the difference between the high score group and the low score one for each of the 57 items was statistically significant(P<0.01),and the Pearson correlation coefficient between each item and the total score of the scale was greater than 0.4(P<0.001).The cumulative contribution rate of 8 common factors extracted using principal component factor analysis was 55.293%,and the results of rotating component matrix analysis,after applying TCM theory and expert feedback,had a coincidence of up to 87.5%with the initial 8 dimensions,indicating good structural validity of the scale.Conclusion The scale has good reliability and validity,and can diagnose TCM syndromes.It is suitable for long-term simulated weightlessness experiment and provides an objective and quantitative new method for evaluating the subjective feelings of participants.
6.Clinical characteristics and prognosis analysis of children with acute lymphoblastic leukemia and TP53 mutation
Yongzhi ZHENG ; Shaohua LE ; Jian LI ; Zaisheng CHEN ; Xueling HUA ; Jianda HU ; Hao ZHENG
Journal of Leukemia & Lymphoma 2022;31(6):343-347
Objective:To investigate the clinical characteristics and efficacy of children with acute lymphoblastic leukemia (ALL) and TP53 mutation, and to explore the relationship between TP53 mutation and the prognosis of children with ALL.Methods:The clinical data of 141 children with newly diagnosed ALL from November 2016 to December 2019 in Fujian Medical University Union Hospital were collected, and the whole-exome gene assay was performed in bone marrow samples of the children by using next-generation sequencing technology. The clinical characteristics of children with TP53 mutation were retrospectively analyzed, and the Kaplan-Meier method was used to compare the overall survival (OS) and event-free survival (EFS) of children with or without TP53 mutation.Results:Among the 141 children with newly diagnosed ALL, TP53 mutations were detected in 5 children (3.5%), all of which were B-precursor acute lymphoblastic leukemia (B-ALL). No TP53 mutation was detected in T-cell acute lymphoblastic leukemia (T-ALL) children, and TP53 mutation accounted for 4.0% (5/126) of B-ALL children. The types of TP53 mutation were all single nucleotide variants. Five ALL children with TP53 mutation were male, with a median age of 60 months (16- 156 months). At the time of onset, all children had anemia and elevated lactate dehydrogenase, and 4 children had subcutaneous hemorrhage and hyperuricemia. The immunophenotypes of all children were precursor B-cell type, and 4 children had myeloid antigen expression. Among 4 ALL children with TP53 mutation who received standard treatment, 2 cases relapsed, and the recurrence time was 8.9 months and 12.1 months, respectively. The expected 15-month EFS rate and OS rate of ALL children with TP53 mutation were lower than those of ALL children without TP53 mutation (37.5% vs. 97.7%, χ2 = 29.90, P < 0.001; 37.5% vs.98.3%, χ2 = 24.90, P < 0.001). Conclusions:ALL children with TP53 mutation are more commonly found in male and B-cell type, with high early recurrence rate and poor efficacy. TP53 mutation may become a necessary supplement for prognostic assessment.
7.The strategy change of targeting iron homeostasis for leukemia therapy: from iron chelation to iron overload as a therapeutic strategy to induce ferroptosis
Yongzhi ZHENG ; Yanxin CHEN ; Jianda HU
Journal of Leukemia & Lymphoma 2022;31(7):441-444
Iron, an indispensable element for life, is involved in all kinds of vital physiological activities. Due to its potential toxicity, the body has a strict regulation mechanism of iron metabolism to maintain the "iron homeostasis". Dysregulation of iron metabolism and subsequent accumulation of excess iron are closely associated with the development and progression of leukemia. Specifically, due to the pro-oxidative nature of iron and its damaging effects on DNA, excess iron promotes the progression of leukemia; on the other hand, leukemia cells need to obtain more iron than normal cells to maintain rapid growth and proliferation, which is known as "iron addiction". Iron chelators can remove iron in leukemia cells and induce differentiation and apoptosis of leukemia cells. However, "iron addiction" makes leukemia cells more susceptible to iron overload, and is more sensitive to a new form of iron-catalyzed cell death which was named ferroptosis. According to the different needs of leukemia cells and normal cells for iron, the method of selectively killing leukemia cells through iron overload may become a new strategy for leukemia treatment. This paper reviews the strategy of targeting iron homeostasis for leukemia therapy.
8.Clinical observation of azacitidine combined with CAG regimen in reinduction treatment of pediatric relapsed/refractory acute myeloid leukemia
Yongzhi ZHENG ; Hao ZHENG ; Jianda HU
Journal of Leukemia & Lymphoma 2021;30(8):470-474
Objective:To investigate the efficacy and safety of azacitidine combined with CAG (cytarabine + aclacinomycin + granulocyte colony-stimulating factor) regimen in reinduction treatment of pediatric relapsed/refractory acute myeloid leukemia (AML) patients.Methods:The clinical data of 3 pediatric patients with relapsed/refractory AML treated with azacitidine combined with CAG regimen reinduction in Fujian Medical University Union Hospital between November 2018 and October 2019 were retrospectively analyzed, and the efficacy, prognosis and adverse reactions were also analyzed.Results:Among 3 patients, 2 cases were relapsed AML (relapse time began 18 months and 8 months after treatment started, respectively), and 1 case was refractory AML (cannot achieve complete remission after 2 courses of standard chemotherapy). After 2 courses of azacitidine combined with CAG regimen reinduction, 2 cases achieved complete remission, and 1 case achieved partial remission. And then they all underwent hematopoietic stem cell transplantation (HSCT) and had leukemia-free survival after 16-21 months follow-up (time from the first azacitidine combined with CAG reinduction). Except for hematological adverse reactions and infection, azacitidine did not increase other adverse effects.Conclusions:Azacitidine combined with CAG regimen in reinduction treatment of pediatric relapsed/refractory AML has a higher remission rate and safety, and patients undergoing timely bridging HSCT may have a good prognosis.
9.Primary central nervous system anaplastic lymphoma kinase-positive anaplastic large cell lymphoma in children: report of one case and review of literature
Yongzhi ZHENG ; Yi CHEN ; Hao ZHENG ; Jianda HU
Journal of Leukemia & Lymphoma 2021;30(9):550-554
Objective:To investigate the clinical features and prognosis of primary central nervous system (CNS) anaplastic lymphoma kinase (ALK)-positive anaplastic large cell lymphoma (ALCL) in children.Methods:The clinical data of a child with primary CNS ALK-positive ALCL in Fujian Medical University Union Hospital were retrospectively analyzed, and the relevant literature was reviewed.Results:The child went to other hospitals with headache and fever as the main symptoms. Head magnetic resonance imaging showed a right cerebellar mass, and there was no evidence of lymphoma infiltration outside the CNS before surgery. Later, cerebellar tumor resection was performed. After the surgery, through pathological examination, the child was diagnosed as ALK-positive ALCL, but did not receive chemotherapy in time. The child transferred to Fujian Medical University Union Hospital on the 27th day after surgery, and the tumor had spread to bone marrow, testis, vertebrae, etc., and the peripheral blood NPM-ALK fusion gene was positive. The child received 2 courses of chemotherapy and achieved complete remission, but eventually died of chemotherapy complications.Conclusions:Primary CNS ALK-positive ALCL is rare and easy to be misdiagnosed. The disease progresses quickly, and the overall prognosis is poor. Timely biopsy for diagnosis and early comprehensive treatment based on chemotherapy may improve the prognosis of patients.
10.Clinical features and prognosis of ETV6-RUNX1-positive childhood B-precursor acute lymphocyte leukemia
Yongzhi ZHENG ; Lili PAN ; Jian LI ; Zaisheng CHEN ; Xueling HUA ; Shaohua LE ; Hao ZHENG ; Cai CHEN ; Jianda HU
Chinese Journal of Hematology 2021;42(1):45-51
Objective:To investigate the clinical features and prognosis of ETV6-RUNX1-positive childhood B-precursor acute lymphocyte leukemia (B-ALL) .Methods:The clinical data of 927 newly diagnosed children with B-ALL admitted to the Fujian Medical University Union Hospital from April 2011 to May 2020 were retrospectively analyzed. According to the results of ETV6-RUNX1 gene, the patients were divided into ETV6-RUNX1 + and ETV6-RUNX1 - groups. The clinical features and prognosis between the two groups were compared. Among the 182 children with ETV6-RUNX1 +, 144 patients received the Chinese Childhood Leukemia Collaborative Group (CCLG) -ALL 2008 protocol (CCLG-ALL 2008 group) and 38 received the China Childhood Cancer Collaborative Group (CCCG) -ALL2015 protocol (CCCG-ALL 2015 group) . The efficacy, serious adverse effects (SAE) incidence, and treatment-related mortality (TRM) of the two groups were also compared. Results:Of the 927 B-ALL patients, 189 (20.4% ) were ETV6-RUNX1 +. The proportion of patients with risk factors (age ≥10 years or <1 year, white blood cell count ≥50×10 9/L) in the ETV6-RUNX1 + group was significantly lower than that in the ETV6-RUNX1 - group ( P=0.000, 0.001, respectively) , while the proportion of patients with good early response (good response to prednisone, d15 or d19 MRD <1% , and d33 or d46 MRD<0.01% in induction chemotherapy) in the ETV6-RUNX1 + group was significantly higher than that in the ETV6-RUNX1 - group ( P=0.028, 0.004, respectively) . The 5-year EFS and OS of the ETV6-RUNX1 + group were significantly higher than those of the ETV6-RUNX1 - group (EFS: 89.8% vs 83.2% , P=0.003; OS: 90.2% vs 86.3% , P=0.030) . The incidence of infection-related SAE and TRM was significantly higher than that of CCCG-ALL 2015 group. A statistical difference was observed between the incidence of infection-related SAE of the two groups (27.1% vs 5.3% , P=0.004) , but no difference in TRM (4.9% vs 0, P=0.348) . Conclusion:ETV6-RUNX1 +B-ALL children have fewer risk factors at diagnosis, better early response, lower recurrence rate, and good prognosis than that of ETV6-RUNX1 -B-ALL children. Reducing the intensity of chemotherapy appropriately can lower the infection-related SAE and TRM and improve the long-term survival in this subtype.

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