Cardiac tumors are neoplasms involving heart structures at any level,meaning the myocardium,valves,and cardiac chambers.When considering cardiac masses,it is not uncommon for surgeons to be surprised when they diagnos...Cardiac tumors are neoplasms involving heart structures at any level,meaning the myocardium,valves,and cardiac chambers.When considering cardiac masses,it is not uncommon for surgeons to be surprised when they diagnose one.The real incidence of this complex group of diseases has been explored only after cardiac diagnostic tools became more appropriate.Despite differential diagnosis being relevant,surgical indication is usually requested for all malignant cardiac tumors and also for many types of benign tumors.The development of cardiac imaging techniques,therefore,has been the key point for a better understanding of the history of cardiac tumors and especially of the relevance of surgical indication in such conditions.Systematic and combined applications of echocardiography,cardiac computed tomography and magnetic resonance allow in the majority of case a clear definition of the nature of a newly discovered cardiac mass.The presence of a Li-Fraumeni syndrome seems to be the trigger aspect in accelerating the propensity of developing a cardiac tumor.Despite the revolutionary usefulness of the cardiac imaging techniques available,it is still considered a hazard to diagnose a malignant cardiac mass just with radiological imaging;the mainstay of the final diagnosis stands in surgical excision of the mass and histopathological report.展开更多
Syndrome differentiation is the core diagnosis method of Traditional Chinese Medicine(TCM).We propose a method that simulates syndrome differentiation through deductive reasoning on a knowledge graph to achieve automa...Syndrome differentiation is the core diagnosis method of Traditional Chinese Medicine(TCM).We propose a method that simulates syndrome differentiation through deductive reasoning on a knowledge graph to achieve automated diagnosis in TCM.We analyze the reasoning path patterns from symptom to syndromes on the knowledge graph.There are two kinds of path patterns in the knowledge graph:one-hop and two-hop.The one-hop path pattern maps the symptom to syndromes immediately.The two-hop path pattern maps the symptom to syndromes through the nature of disease,etiology,and pathomechanism to support the diagnostic reasoning.Considering the different support strengths for the knowledge paths in reasoning,we design a dynamic weight mechanism.We utilize Naïve Bayes and TF-IDF to implement the reasoning method and the weighted score calculation.The proposed method reasons the syndrome results by calculating the possibility according to the weighted score of the path in the knowledge graph based on the reasoning path patterns.We evaluate the method with clinical records and clinical practice in hospitals.The preliminary results suggest that the method achieves high performance and can help TCM doctors make better diagnosis decisions in practice.Meanwhile,the method is robust and explainable under the guide of the knowledge graph.It could help TCM physicians,especially primary physicians in rural areas,and provide clinical decision support in clinical practice.展开更多
Background:Traditional Chinese medicine(TCM)syndrome,also named syndrome,are comprehensive and integral analyses of clinical information which helps to guide different individualized treatment prescriptions.Methods:Th...Background:Traditional Chinese medicine(TCM)syndrome,also named syndrome,are comprehensive and integral analyses of clinical information which helps to guide different individualized treatment prescriptions.Methods:Thirty healthy controls and 80 colorectal cancer(CRC)patients(including 33 Spleen Qi Deficiency syndrome,23 Dampness Heat syndrome,17 Blood Stasis syndrome and 7 other syndrome)were enrolled into this study.Human mRNAs were extracted from peripheral blood mononuclear cells.The gene expression for CRC patients with different TCM syndrome was determined by microarray and qRT-PCR.Results:Spleen Qi Deficiency,Dampness Heat and Blood Stasis were the most common syndromes in CRC patients.There is a significant difference was found in mRNA expression levels(especially for PIK3CA,STAT3,SOX9 and KDM5C)among Spleen Qi Deficiency,Dampness Heat and Blood Stasis syndrome groups.The higher mRNA levels of JNK1,TP53,MLH1,MSH6,PMS2,SOCS3,TCF7L2,FAM123B,PSAP,FBXW7,SALL4 and the lower expression of inflammatory cytokine IL-6 were found in Spleen Qi Deficiency group but not other syndrome types.The higher mRNA levels of KRAS,MUC16,EGFR,GRASP65,PIK3CA,MAPK7,CD24,STAT3,SLC11A1,Bcl-2,TXNDC17 and some inflammatory cytokines(IL-6,IL-23,TNF-a,CXCR4)were found in Dampness Heat group but not other syndrome types.Blood Stasis syndrome showed higher expression of SOX9,MLH1,MSH6,KDM5C,PCDH11X,PSAP and SALL4,and lower mRNA levels of PIK3CA,CD24,STAT3,CXCR4,TXNDC17 and TP53.The CRC patients with Dampness Heat syndrome might have a poor prognosis than other syndrome types.Conclusion:The identification of syndrome conditions had different impacts on CRC prognosis,and which might be related with different mRNA expression levels.Some oncogenes and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome types,suggesting that the CRC patients with Dampness Heat syndrome might have a poor prognosis.Our results prelimitarily uncovered the molecular basis of syndrome differences in CRC prognosis,a better understanding for TCM treatment of CRC.展开更多
Objective: To study the value of clonal analysis to the early diagnosis of myelodysplastic syndrome (MDS). Methods: Four types of clonal analyses were performed on the bone marrow samples from 50 patients suspected of...Objective: To study the value of clonal analysis to the early diagnosis of myelodysplastic syndrome (MDS). Methods: Four types of clonal analyses were performed on the bone marrow samples from 50 patients suspected of MDS: (1) Conventional Cytogenetics (CC) for clonal chromosomal abnormalities; (2) BrdU-Sister Chromatid Differentiation (BrdU-SCD) for cell cycle kinetics; (3) Fluorescence in Situ Hybridization (FISH) for trisomy 8; (4) Polymerase chain reaction-single strand conformation polymorphism (PCR-SSCP) for N-ras mutation. Results: The diagnosis of forty-three patients was compatible with the FAB criteria for MDS. The other seven cases didn’t meet the FAB criteria, with only one lineage of dyspoiesis or with no obvious dysplastic changes. Among these seven cases, two were morphologically diagnosed with suspicious refractory anemia, one with sideroblastic anemia, one with leukemoid reaction, one with hypercellular anemia and two with chronic aplastic anemia. Clonal analyses of the 7 patients showed that six cases had clonal karyotype abnormalities, four had prolonged cell cycle patterns, four had trisomy 8 of different proportions and one had mutation of the exon 1 of N-RAS. Thus, they were revaluated as MDS patients. Conclusion: The untypical MDS patients with one lineage dyspoiesis or without obvious dysplastic changes can be diagnosed early by combining multiple clonal analysis techniques such as CC, SCD, FISH and PCR-SSCR.展开更多
Myelodysplastic syndromes(MDS)are highly heterogeneous myeloid neoplasms,and a large number of patients are difficult to diagnose and classify by blood and bone marrow examination.As a surface marker of granulocyte,st...Myelodysplastic syndromes(MDS)are highly heterogeneous myeloid neoplasms,and a large number of patients are difficult to diagnose and classify by blood and bone marrow examination.As a surface marker of granulocyte,studies have shown CD10 can be used to define the degree of granulocyte maturation in MDS patients.However,whether it can be used for differential diagnosis of MDS and other hematological diseases remains inconclusive.To explore the value of CD10 for differential diagnosis of MDS,60 newly diagnosed MDS,20 aplastic anemia(AA)patients,and 35 iron-deficient anemia(IDA)patients were selected for this study.Bone marrow(BM)specimens were processed for surface marker analysis and labeled with pre-conjugated monoclonal antibodies.Stained cells were detected by flow cytometry.Our results indicated that CD10-positive granulocytes were significantly decreased in BM of MDS patients than AA and IDA patients,and the level of CD10-positive mature granulocytes was not associated with the clinical stages of malignancy.Receiver operating characteristic(ROC)areas under the curve(AUC)of CD10-positive granulocytes was 0.86 and 0.85,respectively,in MDS patients than the IDA group and AA group with good specificity and sensitivity.Further,CD10-positive granulocytes were increased after effective treatment.In conclusion,we found the decrease in CD10-positive granulocytes has a differential diagnostic value of MDS.展开更多
Great advances have been achieved in the integration of western and traditional Chinese medicine (TCM).More and more TCM physicians in their practice accept the term 'differential diagnosis of the diseases' in...Great advances have been achieved in the integration of western and traditional Chinese medicine (TCM).More and more TCM physicians in their practice accept the term 'differential diagnosis of the diseases' instead of the syndromes since western medicine has been introduced into the TCM circle.展开更多
文摘Cardiac tumors are neoplasms involving heart structures at any level,meaning the myocardium,valves,and cardiac chambers.When considering cardiac masses,it is not uncommon for surgeons to be surprised when they diagnose one.The real incidence of this complex group of diseases has been explored only after cardiac diagnostic tools became more appropriate.Despite differential diagnosis being relevant,surgical indication is usually requested for all malignant cardiac tumors and also for many types of benign tumors.The development of cardiac imaging techniques,therefore,has been the key point for a better understanding of the history of cardiac tumors and especially of the relevance of surgical indication in such conditions.Systematic and combined applications of echocardiography,cardiac computed tomography and magnetic resonance allow in the majority of case a clear definition of the nature of a newly discovered cardiac mass.The presence of a Li-Fraumeni syndrome seems to be the trigger aspect in accelerating the propensity of developing a cardiac tumor.Despite the revolutionary usefulness of the cardiac imaging techniques available,it is still considered a hazard to diagnose a malignant cardiac mass just with radiological imaging;the mainstay of the final diagnosis stands in surgical excision of the mass and histopathological report.
基金This work is supported by the National Key Research and Development Program of China under Grant 2017YFB1002304the China Scholarship Council under Grant 201906465021.
文摘Syndrome differentiation is the core diagnosis method of Traditional Chinese Medicine(TCM).We propose a method that simulates syndrome differentiation through deductive reasoning on a knowledge graph to achieve automated diagnosis in TCM.We analyze the reasoning path patterns from symptom to syndromes on the knowledge graph.There are two kinds of path patterns in the knowledge graph:one-hop and two-hop.The one-hop path pattern maps the symptom to syndromes immediately.The two-hop path pattern maps the symptom to syndromes through the nature of disease,etiology,and pathomechanism to support the diagnostic reasoning.Considering the different support strengths for the knowledge paths in reasoning,we design a dynamic weight mechanism.We utilize Naïve Bayes and TF-IDF to implement the reasoning method and the weighted score calculation.The proposed method reasons the syndrome results by calculating the possibility according to the weighted score of the path in the knowledge graph based on the reasoning path patterns.We evaluate the method with clinical records and clinical practice in hospitals.The preliminary results suggest that the method achieves high performance and can help TCM doctors make better diagnosis decisions in practice.Meanwhile,the method is robust and explainable under the guide of the knowledge graph.It could help TCM physicians,especially primary physicians in rural areas,and provide clinical decision support in clinical practice.
基金This research was supported by grants from National Natural Science Foundation of China(grant No.81874380,81672932,81730108 and 81973635)Zhejiang Provincial Natural Science Foundation of China for Distinguished Young Scholars(grant No.LR18H160001)+6 种基金Zhejiang Province Science and Technology Project of TCM(grant No.2019ZZ016)Zhejiang Province Medical Science and Technology Project(grant No.2017RC007)Talent Project of Zhejiang Association for Science and Technology(grant No.2017YCGC002)Key Project of Hangzhou Ministry of Science and Technology(grant No.20162013A07)Zhejiang Provincial Project for the Key Discipline of Traditional Chinese Medicine(grant No.2017-XK-A09)the Open Project Program of Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica(No.JKLPSE201807)the Project of the Priority Academic Program Development of Jiangsu Higher Education Institutions(PAPD).
文摘Background:Traditional Chinese medicine(TCM)syndrome,also named syndrome,are comprehensive and integral analyses of clinical information which helps to guide different individualized treatment prescriptions.Methods:Thirty healthy controls and 80 colorectal cancer(CRC)patients(including 33 Spleen Qi Deficiency syndrome,23 Dampness Heat syndrome,17 Blood Stasis syndrome and 7 other syndrome)were enrolled into this study.Human mRNAs were extracted from peripheral blood mononuclear cells.The gene expression for CRC patients with different TCM syndrome was determined by microarray and qRT-PCR.Results:Spleen Qi Deficiency,Dampness Heat and Blood Stasis were the most common syndromes in CRC patients.There is a significant difference was found in mRNA expression levels(especially for PIK3CA,STAT3,SOX9 and KDM5C)among Spleen Qi Deficiency,Dampness Heat and Blood Stasis syndrome groups.The higher mRNA levels of JNK1,TP53,MLH1,MSH6,PMS2,SOCS3,TCF7L2,FAM123B,PSAP,FBXW7,SALL4 and the lower expression of inflammatory cytokine IL-6 were found in Spleen Qi Deficiency group but not other syndrome types.The higher mRNA levels of KRAS,MUC16,EGFR,GRASP65,PIK3CA,MAPK7,CD24,STAT3,SLC11A1,Bcl-2,TXNDC17 and some inflammatory cytokines(IL-6,IL-23,TNF-a,CXCR4)were found in Dampness Heat group but not other syndrome types.Blood Stasis syndrome showed higher expression of SOX9,MLH1,MSH6,KDM5C,PCDH11X,PSAP and SALL4,and lower mRNA levels of PIK3CA,CD24,STAT3,CXCR4,TXNDC17 and TP53.The CRC patients with Dampness Heat syndrome might have a poor prognosis than other syndrome types.Conclusion:The identification of syndrome conditions had different impacts on CRC prognosis,and which might be related with different mRNA expression levels.Some oncogenes and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome types,suggesting that the CRC patients with Dampness Heat syndrome might have a poor prognosis.Our results prelimitarily uncovered the molecular basis of syndrome differences in CRC prognosis,a better understanding for TCM treatment of CRC.
文摘Objective: To study the value of clonal analysis to the early diagnosis of myelodysplastic syndrome (MDS). Methods: Four types of clonal analyses were performed on the bone marrow samples from 50 patients suspected of MDS: (1) Conventional Cytogenetics (CC) for clonal chromosomal abnormalities; (2) BrdU-Sister Chromatid Differentiation (BrdU-SCD) for cell cycle kinetics; (3) Fluorescence in Situ Hybridization (FISH) for trisomy 8; (4) Polymerase chain reaction-single strand conformation polymorphism (PCR-SSCP) for N-ras mutation. Results: The diagnosis of forty-three patients was compatible with the FAB criteria for MDS. The other seven cases didn’t meet the FAB criteria, with only one lineage of dyspoiesis or with no obvious dysplastic changes. Among these seven cases, two were morphologically diagnosed with suspicious refractory anemia, one with sideroblastic anemia, one with leukemoid reaction, one with hypercellular anemia and two with chronic aplastic anemia. Clonal analyses of the 7 patients showed that six cases had clonal karyotype abnormalities, four had prolonged cell cycle patterns, four had trisomy 8 of different proportions and one had mutation of the exon 1 of N-RAS. Thus, they were revaluated as MDS patients. Conclusion: The untypical MDS patients with one lineage dyspoiesis or without obvious dysplastic changes can be diagnosed early by combining multiple clonal analysis techniques such as CC, SCD, FISH and PCR-SSCR.
基金the National Natural Science Foundation of China(81670179)Research Fund Project of Anhui Medical University(No.2018xkj026)National Natural Science Foundation Incubation Project of the Second Hospital of Anhui Medical University(Grant No.2019GQFY11).
文摘Myelodysplastic syndromes(MDS)are highly heterogeneous myeloid neoplasms,and a large number of patients are difficult to diagnose and classify by blood and bone marrow examination.As a surface marker of granulocyte,studies have shown CD10 can be used to define the degree of granulocyte maturation in MDS patients.However,whether it can be used for differential diagnosis of MDS and other hematological diseases remains inconclusive.To explore the value of CD10 for differential diagnosis of MDS,60 newly diagnosed MDS,20 aplastic anemia(AA)patients,and 35 iron-deficient anemia(IDA)patients were selected for this study.Bone marrow(BM)specimens were processed for surface marker analysis and labeled with pre-conjugated monoclonal antibodies.Stained cells were detected by flow cytometry.Our results indicated that CD10-positive granulocytes were significantly decreased in BM of MDS patients than AA and IDA patients,and the level of CD10-positive mature granulocytes was not associated with the clinical stages of malignancy.Receiver operating characteristic(ROC)areas under the curve(AUC)of CD10-positive granulocytes was 0.86 and 0.85,respectively,in MDS patients than the IDA group and AA group with good specificity and sensitivity.Further,CD10-positive granulocytes were increased after effective treatment.In conclusion,we found the decrease in CD10-positive granulocytes has a differential diagnostic value of MDS.
文摘Great advances have been achieved in the integration of western and traditional Chinese medicine (TCM).More and more TCM physicians in their practice accept the term 'differential diagnosis of the diseases' instead of the syndromes since western medicine has been introduced into the TCM circle.