1.Construction and validation of a risk prediction model for impaired fasting glucose on column charts
Ziyi ZHEN ; Lei LIU ; Jixian MENG ; Yiting FU ; Xiaohui MA ; Jinju SUN
Journal of China Medical University 2025;54(1):18-23
Objective To discuss the risk factors for impaired fasting glucose(IFG)and construct and validate a predictive model based on column charts of the risk of IFG occurrence.Methods This retrospective study included 3 037 individuals who underwent routine physical examinations at a hospital in Shenyang between August and December 2022.The population was randomly divided into a training group(n=2 126)and a validation group(n=911)in a 7∶3 ratio,and physical examination data were collected.LASSO regression analy-sis was used to screen predictive variables and logistic regression analysis was used to further screen and construct a column chart pre-dictive model.The validation group was used to conduct an internal validation of the feasibility of the model,and the area under the curve(AUC)of receiver operator characteristic(ROC)and goodness of fit tests were used to evaluate the model effectiveness.Results Among the 3 037 included individuals,2 880 did not experience IFG and 157 did.The results showed that age(OR=1.04,95%CI:1.02-1.05),body mass index(BMI,OR=1.10,95%CI:1.05-1.17),systolic blood pressure(SBP,OR=1.01,95%CI:1.00-1.03),triglycerides(TG,OR=1.20,95%CI:0.99-1.51),and a history of hypertension(OR=1.28,95%CI:1.04-1.59)were independent risk factors for IFG occurrence in this population.Based on these variables,a column chart prediction model was constructed.In the training group,the model predicted an AUC of 0.722(95%CI:0.68-0.77)for IFG occurrence,while in the validation group,it predicted an AUC of 0.907(95%CI:0.87-0.94)for IFG occurrence.The results of the Hosmer-Lemeshow goodness of fit test showed that the models of the training and validation groups were not significantly different(P>0.05);that is,the actual probability was consistent with the prediction probability of the model,and the models calibration was good.Conclusion A risk prediction model for IFG occurrence that included five variables:age,BMI,SBP,TG,and history of hypertension could be construted.This model might help to identify high-risk groups for IFG early and allow for inter-vention in a timely manner.
2.Analysis of clinicopathological characteristics and prognostic factors of lung giant cell carcinoma patients based on SEER database
Jixian WU ; Shichao XU ; Feng WANG ; Yi HAN ; Shuku LIU ; Lizheng LYU ; Shuai LIU
Cancer Research and Clinic 2025;37(7):514-519
Objective:To investigate the clinicopathological characteristics and prognostic factors of patients with giant cell carcinoma of the lung (GCCL).Methods:A retrospective case series study was conducted. The clinical data and the survival related information of patients with GCCL in Surveillance, Epidemiology and End Results (SEER) database from the establishment of the databank to April 2019 were collected, and the clinicopathological characteristics of patients were summarized. Cox proportional hazards model was used for univariate and multivariate analysis of the overall survival (OS) and the independent influencing factors for poor OS were screened. Kaplan-Meier method was used to analyze the OS and cancer-specific survival (CSS) of the entire group and the patients stratified by the independent influencing factors. The log-rank test was used for inter-group comparisons.Results:A total of 248 GCCL cases were included. Among them, 64.9% (161 cases) were aged ≤70 years, 60.1% (149 cases) were male, and 57.7% (143 cases) were married. GCCL was more commonly found in the right lung [58.5% (145 cases)], and 64.1% (159 cases) were classified as TNM stage Ⅲ-Ⅳ. No high differentiation cases were observed, and there was only 1 case (0.4%) of moderate differentiation, while the remaining cases were poorly differentiated [56.0% (139 cases)] or undifferentiated [43.5% (108 cases)]. Lymph node metastasis was observed in 55.6% (138 cases), and distant metastasis occurred in 35.5% (88 cases). Regarding treatment, 50.4% (125 cases) underwent surgery, 18.5% (46 cases) received radiotherapy, and 39.1% (97 cases) underwent chemotherapy. Kaplan-Meier analysis showed that the 1-year and 5-year OS rates for all 248 cases were 38.8% and 21.3%, respectively, while the 1-year and 5-year CSS rates were 47.7% and 32.3%, respectively. Univariate and multivariate Cox regression analyses revealed that age (≥71 years vs. <70 years, HR = 1.526, 95% CI: 1.145-2.033, P = 0.004), marital status (married vs. others, HR = 0.755, 95% CI: 0.569-1.000, P = 0.049), N stage (all compared to N 0 stage; N 1 stage: HR = 1.876, 95% CI: 1.212-2.903, P = 0.005; N 2 stage: HR = 1.560, 95% CI: 1.074-2.265, P = 0.020; N 3 stage: HR = 1.902, 95% CI: 1.089-3.323, P = 0.024), M stage (M 1vs. M 0, HR = 2.122, 95% CI: 1.488-3.026, P < 0.001), and surgical treatment (surgery vs. no surgery, HR = 0.542, 95% CI: 0.361-0.813, P = 0.003) were independent risk factors for poor OS. Kaplan-Meier analysis demonstrated that patients aged >70 years, married, without lymph node metastasis, without distant metastasis, and those who underwent surgery had better OS, and the differences were statistically significant (all P < 0.05). Conclusions:GCCL is more common in elderly men and is more frequently found in the right lung. Most patients have lymph node metastasis and the patients with the distant metastasis are relatively common. The majority of cancer patients have an undifferentiated or poorly differentiated degree. Age, marital status, N stage, M stage, and whether surgery was performed are independent prognostic factors for GCCL.
3.Clinical studies of Castleman's disease
Feng WANG ; Lizheng LYU ; Yong YU ; Xiaojun SUN ; Shichao XU ; Shuai LIU ; Jixian WU
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):565-569
Castleman’s disease(CD) is a rare lymphoproliferative disorder that is classified based on the affected sites and pathological features. The pathogenesis of CD remains not fully understood and may be associated with viral infections, genetic abnormalities, and immunological factors. Clinically, CD is categorized into two types based on lymph node involvement: Unicentric Castleman Disease(UCD) and Multicentric Castleman Disease(MCD). Treatment options include surgery, chemotherapy, immunotherapy, and targeted therapy. This article summarizes recent advancements in the understanding of the pathogenesis, clinical characteristics, diagnosis, and treatment of CD, aiming to provide assistance for future clinical work.
4.Construction and validation of a risk prediction model for impaired fasting glucose on column charts
Ziyi ZHEN ; Lei LIU ; Jixian MENG ; Yiting FU ; Xiaohui MA ; Jinju SUN
Journal of China Medical University 2025;54(1):18-23
Objective To discuss the risk factors for impaired fasting glucose(IFG)and construct and validate a predictive model based on column charts of the risk of IFG occurrence.Methods This retrospective study included 3 037 individuals who underwent routine physical examinations at a hospital in Shenyang between August and December 2022.The population was randomly divided into a training group(n=2 126)and a validation group(n=911)in a 7∶3 ratio,and physical examination data were collected.LASSO regression analy-sis was used to screen predictive variables and logistic regression analysis was used to further screen and construct a column chart pre-dictive model.The validation group was used to conduct an internal validation of the feasibility of the model,and the area under the curve(AUC)of receiver operator characteristic(ROC)and goodness of fit tests were used to evaluate the model effectiveness.Results Among the 3 037 included individuals,2 880 did not experience IFG and 157 did.The results showed that age(OR=1.04,95%CI:1.02-1.05),body mass index(BMI,OR=1.10,95%CI:1.05-1.17),systolic blood pressure(SBP,OR=1.01,95%CI:1.00-1.03),triglycerides(TG,OR=1.20,95%CI:0.99-1.51),and a history of hypertension(OR=1.28,95%CI:1.04-1.59)were independent risk factors for IFG occurrence in this population.Based on these variables,a column chart prediction model was constructed.In the training group,the model predicted an AUC of 0.722(95%CI:0.68-0.77)for IFG occurrence,while in the validation group,it predicted an AUC of 0.907(95%CI:0.87-0.94)for IFG occurrence.The results of the Hosmer-Lemeshow goodness of fit test showed that the models of the training and validation groups were not significantly different(P>0.05);that is,the actual probability was consistent with the prediction probability of the model,and the models calibration was good.Conclusion A risk prediction model for IFG occurrence that included five variables:age,BMI,SBP,TG,and history of hypertension could be construted.This model might help to identify high-risk groups for IFG early and allow for inter-vention in a timely manner.
5.Clinical studies of Castleman's disease
Feng WANG ; Lizheng LYU ; Yong YU ; Xiaojun SUN ; Shichao XU ; Shuai LIU ; Jixian WU
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):565-569
Castleman’s disease(CD) is a rare lymphoproliferative disorder that is classified based on the affected sites and pathological features. The pathogenesis of CD remains not fully understood and may be associated with viral infections, genetic abnormalities, and immunological factors. Clinically, CD is categorized into two types based on lymph node involvement: Unicentric Castleman Disease(UCD) and Multicentric Castleman Disease(MCD). Treatment options include surgery, chemotherapy, immunotherapy, and targeted therapy. This article summarizes recent advancements in the understanding of the pathogenesis, clinical characteristics, diagnosis, and treatment of CD, aiming to provide assistance for future clinical work.
6.Analysis of clinicopathological characteristics and prognostic factors of lung giant cell carcinoma patients based on SEER database
Jixian WU ; Shichao XU ; Feng WANG ; Yi HAN ; Shuku LIU ; Lizheng LYU ; Shuai LIU
Cancer Research and Clinic 2025;37(7):514-519
Objective:To investigate the clinicopathological characteristics and prognostic factors of patients with giant cell carcinoma of the lung (GCCL).Methods:A retrospective case series study was conducted. The clinical data and the survival related information of patients with GCCL in Surveillance, Epidemiology and End Results (SEER) database from the establishment of the databank to April 2019 were collected, and the clinicopathological characteristics of patients were summarized. Cox proportional hazards model was used for univariate and multivariate analysis of the overall survival (OS) and the independent influencing factors for poor OS were screened. Kaplan-Meier method was used to analyze the OS and cancer-specific survival (CSS) of the entire group and the patients stratified by the independent influencing factors. The log-rank test was used for inter-group comparisons.Results:A total of 248 GCCL cases were included. Among them, 64.9% (161 cases) were aged ≤70 years, 60.1% (149 cases) were male, and 57.7% (143 cases) were married. GCCL was more commonly found in the right lung [58.5% (145 cases)], and 64.1% (159 cases) were classified as TNM stage Ⅲ-Ⅳ. No high differentiation cases were observed, and there was only 1 case (0.4%) of moderate differentiation, while the remaining cases were poorly differentiated [56.0% (139 cases)] or undifferentiated [43.5% (108 cases)]. Lymph node metastasis was observed in 55.6% (138 cases), and distant metastasis occurred in 35.5% (88 cases). Regarding treatment, 50.4% (125 cases) underwent surgery, 18.5% (46 cases) received radiotherapy, and 39.1% (97 cases) underwent chemotherapy. Kaplan-Meier analysis showed that the 1-year and 5-year OS rates for all 248 cases were 38.8% and 21.3%, respectively, while the 1-year and 5-year CSS rates were 47.7% and 32.3%, respectively. Univariate and multivariate Cox regression analyses revealed that age (≥71 years vs. <70 years, HR = 1.526, 95% CI: 1.145-2.033, P = 0.004), marital status (married vs. others, HR = 0.755, 95% CI: 0.569-1.000, P = 0.049), N stage (all compared to N 0 stage; N 1 stage: HR = 1.876, 95% CI: 1.212-2.903, P = 0.005; N 2 stage: HR = 1.560, 95% CI: 1.074-2.265, P = 0.020; N 3 stage: HR = 1.902, 95% CI: 1.089-3.323, P = 0.024), M stage (M 1vs. M 0, HR = 2.122, 95% CI: 1.488-3.026, P < 0.001), and surgical treatment (surgery vs. no surgery, HR = 0.542, 95% CI: 0.361-0.813, P = 0.003) were independent risk factors for poor OS. Kaplan-Meier analysis demonstrated that patients aged >70 years, married, without lymph node metastasis, without distant metastasis, and those who underwent surgery had better OS, and the differences were statistically significant (all P < 0.05). Conclusions:GCCL is more common in elderly men and is more frequently found in the right lung. Most patients have lymph node metastasis and the patients with the distant metastasis are relatively common. The majority of cancer patients have an undifferentiated or poorly differentiated degree. Age, marital status, N stage, M stage, and whether surgery was performed are independent prognostic factors for GCCL.
7.Galangin improves cardiac remodeling and dysfunction after myocardial infarction via inhibiting cardiomyocyte apoptosis and inflammation
Jixian GAO ; Ming LI ; Bing WU ; Xiaoxiong LIU ; Hao XIA
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(1):71-75
Objective To investigate the effect of galangin on cardiac remodeling and cardiac func-tion after myocardial infarction(MI).Methods A total of 32 male C57/BL6 mice(8-10 weeks old)were subjected for MI modeling,and finally 24 mice were assigned into control group[sham operation+hydroxycellulose sodium(CMC-Na)],model group(MI+CMC-Na),and experimental group(MI+galangin),with 8 mice in each group.After MI modeling,the mice of the experimen-tal group were given 40 mg/kg galangin by gavage for 4 weeks,and those of the control group and the model group were given the same volume(0.4 ml)of CMC-Na solution.HE staining was used to observe the size of the infarct area.The mRNA levels of inflammatory factors in the heart were detected by qRT-PCR,and protein levels of related signaling pathway proteins were measured with Western blotting.Immunofluorescence(IF)assay was applied to detect the infiltration of in-flammatory cells in the infarct border zone.TUNEL staining was employed to detect cell apoptosis in the infarct border zone.Results At 4 weeks after modeling,larger infarct size,enhanced expression levels of IL-1β,IL-6,TNF-α,p-P65,p-IκBα and Bax,elevated apoptotic rate,decreased cardiac function indicators such as FS and LVEF,and reduced Bcl-2 expression level were observed in the model group than the control group(P<0.05).The experimental group had sig-nificant smaller myocardial infarct size[(11.64±0.64)%vs(21.84±1.94)%],less CD3 positive T cells[(3.10±0.46)%vs(6.28±0.24)%],F4-80 positive macrophages[(1.98±0.50)%vs(5.35±0.62)%]and LY6G positive neutrophils[(6.33±0.67)%vs(11.33±1.77)%],decreased expression levels of IL-1β,IL-6,TNF-α,p-P65,p-IκBα and Bax,reduced apoptotic rate[(21.45± 1.62)%vs(35.68±0.88)%],and increased FS and LVEF values and Bcl-2 expression level when compared with the model group(P<0.05).Conclusion Galangin improves myocardial remode-ling and cardiac dysfunction after MI by inhibiting inflammatory response and cell apoptosis.
8.Analysis of gene mutations and clinic features in 108 patients with myeloproliferative neoplasm
Yaxian TAN ; Na XU ; Jixian HUANG ; Waner WU ; Liang LIU ; Lingling ZHOU ; Xiaoli LIU ; Changxin YIN ; Dan XU ; Xuan ZHOU
Chinese Journal of Hematology 2020;41(7):576-582
Objective:To analyze the genetic mutations and clinical features of the subtypes of classical BCR-ABL-negative myeloproliferative neoplasm (MPN) .Methods:Mutations of 108 newly diagnosed BCR-ABL-negative MPN patients [including 55 patients with essential thrombocytopenia (ET) , 24 with polycythemia vera (PV) , and 29 with primary myelofibrosis (PMF) ] were identified using next-generation sequencing with 127-gene panel, and the relationship between gene mutations and clinical features were analyzed.Results:Total 211 mutations in 32 genes were detected in 100 MPN patients (92.59% ) , per capita carried (1.96±1.32) mutations. 85.19% (92/108) patients carried the driver gene (JAK2, CALR, MPL) mutations, 69.56% (64/92) of these patients carried at least 1 additional gene mutation. In descending order of mutation frequency, the highest frequency was for activation signaling pathway genes (42.2% , 89/211) , methylation genes (17.6% , 36/211) , and chromatin-modified genes (16.1% , 34/211) . There was a significant difference in the number of mutations in the activation signaling pathway genes, epigenetic regulatory genes, spliceosomes, and RNA metabolism genes among the three MPN subgroups. The average number of additional mutations in PMF patients was higher than that in ET and PV patients (1.69±1.39, 0.67±0.70, 0.87±1.22, χ2=13.445, P=0.001) . MPN-SAF-TSS (MPN 10 score) ( P=0.006) and myelofibrosis level ( P=0.015) in patients with ≥ 3 mutant genes were higher and the HGB level ( P=0.002) was lower than in those with<3 mutations. Twenty-six patients (24.1% ) carried high-risk mutation (HMR) , and patients with HMR had lower PLT ( P=0.017) , HGB levels ( P<0.001) , and higher myelofibrosis level ( P=0.010) and MPN10 score ( P<0.001) . The frequency of ASXL1 mutations was higher in PMF than in PV patients (34.5% vs. 4.2% , P=0.005) . PMF patients with ASXL1 had lower levels of PLT and HGB ( P=0.029 and 0.019) . Conclusion:69.56% of MPN patients carry at least one additional mutation, and 24.1% patients had HMR. Each subgroup had different mutation patterns. PMF patients had a higher average number of additional gene mutations, especially a higher frequency of ASXL1 mutation; PLT and HGB levels were lower in ASXL1 mutation PMF patients.
9.Clinical characteristics of chronic myeloid leukemia with T315I mutation and the efficacy of ponatinib.
Chen CHEN ; Na XU ; Xuejie JIANG ; Waner WU ; Xuan ZHOU ; Liang LIU ; Jixian HUANG ; Changxin YIN ; Rui CAO ; Libin LIAO ; Dan XU ; Yuming ZHANG ; Qifa LIU ; Xiaoli LIU
Journal of Southern Medical University 2019;39(3):364-368
OBJECTIVE:
To analyze the clinical features of chronic myeloid leukemia (CML) with T315 I mutation (CML-T315I) and compare the effectiveness of different treatments.
METHODS:
We retrospectively analyzed the clinical data and outcomes of 19 patients with CML-T315I receiving different treatments. The T315 I mutations in these patients were detected by examination of BCR-ABL kinase domain (KD) mutation by RTQ-PCR and Sanger sequencing. The relapse following the treatments, defined as hematological, cytogenetic and molecular biological recurrences, were analyzed in these patients.
RESULTS:
Of the 19 patients with CML-T315I, 14 (73.7%) were in CML-CP stage at the initial diagnosis, and 13 (81.2%) were high-risk patients based on the Sokal scores. All the 19 patients were treated with TKI after the initial diagnosis, and during the treatment, 15 (78.9%) patients were found to have additional chromosomal aberrations, and 10 (52.6%) had multiple mutations; 13 (68.4%) of the patients experienced disease progression (accelerated phase/blast crisis) before the detection of T315I mutation, with a median time of 40 months (5-120 months) from the initial diagnosis to the mutation detection. After detection of the mutation, 12 patients were treated with ponatinib and 7 were managed with the conventional chemotherapy regimen, and their overall survival rates at 3 years were 83.3% and 14.2%, respectively ( < 0.001).
CONCLUSIONS
CML patients resistant to TKI are more likely to have T315I mutations, whose detection rate is significantly higher in the progressive phase than in the chronic phase. These patients often have additional chromosomal aberrations and multiple gene mutations with poor prognoses and a high recurrence rate even after hematopoietic stem cell transplantation. Long-term maintenance therapy with ponatinib may improve the prognosis and prolong the survival time of the patients.
Drug Resistance, Neoplasm
;
Fusion Proteins, bcr-abl
;
Humans
;
Imidazoles
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive
;
Mutation
;
Pyridazines
;
Retrospective Studies
10. Clinical significance of cytogenetic monitoring in chronic myeloid leukemia
Chengyun PAN ; Na XU ; Bolin HE ; Rui CAO ; Libin LIAO ; Changxin YIN ; Yangqing LAN ; Ziyuan LU ; Jixian HUANG ; Jin SUN ; Ru FENG ; Qifa LIU ; Xiaoli LIU
Chinese Journal of Hematology 2017;38(2):112-117
Objective:
To analyze the association of cytogenetic abnormalities with the prognosis of chronic myeloid leukemia (CML) patients in tyrosine kinase inhibitors (TKI) era.
Methods:
Karyotype analysis of chromosome G-banding was carried out in 387 newly diagnosed CML patients by short-term culture of bone marrow cells. The correlation of cytogenetic abnormalities and CML progression was explored in combination with ABL tyrosine point mutations.
Result:
Of 387 patients with positive BCR-ABL fusion gene assayed by fluorescence in situ hybridization (FISH) technique, 94.1% (364/387) patients were Ph positive and 5.9% (23/387) Ph negative; 320 patients (87.9%) had a translocation t (9;22) (q34;q11) and 5 (1.4%) a variant translocation t (v;22) . Additional cytogenetic aberrations (ACA) at diagnosis were found in 10.7% (39/387) Ph+ patients, major route ACA in 22 (56.4%) cases and minor route ACA in 15 (38.5%) cases and 2 patients (5.1%) lacked the Y chromosome (−Y) ; 23.4% (71/303) patients occurred ACA during TKI treatment and the most frequent abnormalities were abnormal chromosome numbersd, which were likely associated with high proportion of disease progression (

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