1.Biparametric MRI-based peritumoral radiomics for preoperative prediction of extracapsular extension in prostate cancer
Honghao XU ; Qicong DU ; Yuanhao MA ; Xueyi NING ; Baichuan LIU ; Xu BAI ; Di CHEN ; Yun ZHANG ; Zhe DONG ; Chuang JIA ; Xiaojing ZHANG ; Xiaohui DING ; Baojun WANG ; Aitao GUO ; Jian XUE ; Xuetao MU ; Huiyi YE ; Haiyi WANG
Chinese Journal of Radiology 2025;59(9):1055-1062
Objective:To investigate the value of biparametric-MRI (bpMRI) based peritumoral radiomics for preoperative prediction of extraprostatic extension (EPE) in prostate cancer (PCa).Methods:In this cross-sectional study, consecutive bpMRI of patients undergoing prostatectomy for PCa were retrospectively collected from the First Medical Center (center 1) and the Third Medical Center (center 2) of Chinese PLA General Hospital. A total of 274 patients were finally enrolled. Patients at center 1 from January 2020 to December 2022 were randomly divided into a training set (149 cases) and an internal validation set (63 cases) by stratified random sampling. Patients at center 2 from January 2023 to March 2024 were assigned to the external test set (62 cases). Patients were categorized into EPE-positive group and EPE-negative group according to pathological assessment postoperatively. In the training set, there were 49 cases in EPE-positive group and 100 cases in EPE-negative group. In the internal validation set, there were 26 cases in EPE-positive group and 37 cases in EPE-negative group. In the external test set, there were 22 cases in EPE-positive group and 40 cases in EPE-negative group. Axial T 2WI and apparent diffusion coefficient (ADC) images were manually annotated to obtain index lesion regions of interest (ROIs), with the peritumoral ROIs subsequently delineated by semi-automatic segmentation technique. Radiomics features were extracted from intra-tumoral, peri-tumoral, and intra-tumoral plus peri-tumoral ROIs. The training set data was employed to select and optimize features to build the radiomics models. The logistic regression analysis was used to develop radiomics, clinical, and integrated models. The predictive performance was assessed by the area under the receiver operating characteristic curve (AUC) in the external test set, and compared by the DeLong test. The sensitivity and specificity were compared by the exact McNemar test. Results:In the external test set, the peri-tumoral radiomics model based on bpMRI showed the highest performance in evaluating EPE, with an AUC of 0.739 (95% CI 0.611-0.842), which was identified as the optimal radiomics model. EPE grade ( OR=6.151, 95% CI 3.371-11.226, P<0.001) was incorporated into the clinical model, with an AUC of 0.780 (95% CI 0.657-0.875) in the external test set. The integrated model had an AUC of 0.817 (95% CI 0.698-0.904) in the external test set. There was no statistically significant difference in comparisons of AUCs among the three models (all P>0.05). The sensitivity of the integrated model (68.2%) showed no significant difference from those of the clinical model and the optimal radiomics model (77.3% and 86.4%, respectively; P=0.500 and P=0.289). However, the specificity of the integrated model (85.0%) was significantly higher than those of the clinical model (67.5%, P=0.016) and the optimal radiomics model (50.0%, P<0.001). Conclusion:A bpMRI-based peritumoral radiomics integrating clinical model demonstrates high performance for preoperative prediction of EPE in PCa.
2.Research progress of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer
Zhiqiang CHEN ; Zhuoran LI ; Jin LUO ; Qiwei LIU ; Yuqi JIA ; Jinqiao LI ; Qiming YANG ; Yujie DONG ; Shaoxi NIU ; Baojun WANG
Chinese Journal of Urology 2025;46(5):397-400
The strategy of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer(PCa)has been one of the research hotspots in recent years. This review synthesizes recent progress in clinical,diagnostic imaging and immunological aspects of pelvic lymph node dissection.It is found that the detection rate of metastatic lymph nodes in patients with localized intermediate-risk PCa is relatively low,and the survival benefit after dissection is not significant. PSMA PET/CT examination can be used instead of lymph node dissection for staging. Extended lymph node dissection in patients with localized high-risk PCa can achieve a higher detection rate of metastatic lymph nodes and possible survival benefits. However,excessive lymph node dissection can weaken the response ability to immunotherapy. The strategy for pelvic lymph node dissection in patients with localized intermediate-high-risk PCa needs further study.
3.Biparametric MRI-based peritumoral radiomics for preoperative prediction of extracapsular extension in prostate cancer
Honghao XU ; Qicong DU ; Yuanhao MA ; Xueyi NING ; Baichuan LIU ; Xu BAI ; Di CHEN ; Yun ZHANG ; Zhe DONG ; Chuang JIA ; Xiaojing ZHANG ; Xiaohui DING ; Baojun WANG ; Aitao GUO ; Jian XUE ; Xuetao MU ; Huiyi YE ; Haiyi WANG
Chinese Journal of Radiology 2025;59(9):1055-1062
Objective:To investigate the value of biparametric-MRI (bpMRI) based peritumoral radiomics for preoperative prediction of extraprostatic extension (EPE) in prostate cancer (PCa).Methods:In this cross-sectional study, consecutive bpMRI of patients undergoing prostatectomy for PCa were retrospectively collected from the First Medical Center (center 1) and the Third Medical Center (center 2) of Chinese PLA General Hospital. A total of 274 patients were finally enrolled. Patients at center 1 from January 2020 to December 2022 were randomly divided into a training set (149 cases) and an internal validation set (63 cases) by stratified random sampling. Patients at center 2 from January 2023 to March 2024 were assigned to the external test set (62 cases). Patients were categorized into EPE-positive group and EPE-negative group according to pathological assessment postoperatively. In the training set, there were 49 cases in EPE-positive group and 100 cases in EPE-negative group. In the internal validation set, there were 26 cases in EPE-positive group and 37 cases in EPE-negative group. In the external test set, there were 22 cases in EPE-positive group and 40 cases in EPE-negative group. Axial T 2WI and apparent diffusion coefficient (ADC) images were manually annotated to obtain index lesion regions of interest (ROIs), with the peritumoral ROIs subsequently delineated by semi-automatic segmentation technique. Radiomics features were extracted from intra-tumoral, peri-tumoral, and intra-tumoral plus peri-tumoral ROIs. The training set data was employed to select and optimize features to build the radiomics models. The logistic regression analysis was used to develop radiomics, clinical, and integrated models. The predictive performance was assessed by the area under the receiver operating characteristic curve (AUC) in the external test set, and compared by the DeLong test. The sensitivity and specificity were compared by the exact McNemar test. Results:In the external test set, the peri-tumoral radiomics model based on bpMRI showed the highest performance in evaluating EPE, with an AUC of 0.739 (95% CI 0.611-0.842), which was identified as the optimal radiomics model. EPE grade ( OR=6.151, 95% CI 3.371-11.226, P<0.001) was incorporated into the clinical model, with an AUC of 0.780 (95% CI 0.657-0.875) in the external test set. The integrated model had an AUC of 0.817 (95% CI 0.698-0.904) in the external test set. There was no statistically significant difference in comparisons of AUCs among the three models (all P>0.05). The sensitivity of the integrated model (68.2%) showed no significant difference from those of the clinical model and the optimal radiomics model (77.3% and 86.4%, respectively; P=0.500 and P=0.289). However, the specificity of the integrated model (85.0%) was significantly higher than those of the clinical model (67.5%, P=0.016) and the optimal radiomics model (50.0%, P<0.001). Conclusion:A bpMRI-based peritumoral radiomics integrating clinical model demonstrates high performance for preoperative prediction of EPE in PCa.
4.Research progress of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer
Zhiqiang CHEN ; Zhuoran LI ; Jin LUO ; Qiwei LIU ; Yuqi JIA ; Jinqiao LI ; Qiming YANG ; Yujie DONG ; Shaoxi NIU ; Baojun WANG
Chinese Journal of Urology 2025;46(5):397-400
The strategy of pelvic lymph node dissection in patients with localized intermediate- and high-risk prostate cancer(PCa)has been one of the research hotspots in recent years. This review synthesizes recent progress in clinical,diagnostic imaging and immunological aspects of pelvic lymph node dissection.It is found that the detection rate of metastatic lymph nodes in patients with localized intermediate-risk PCa is relatively low,and the survival benefit after dissection is not significant. PSMA PET/CT examination can be used instead of lymph node dissection for staging. Extended lymph node dissection in patients with localized high-risk PCa can achieve a higher detection rate of metastatic lymph nodes and possible survival benefits. However,excessive lymph node dissection can weaken the response ability to immunotherapy. The strategy for pelvic lymph node dissection in patients with localized intermediate-high-risk PCa needs further study.
5.The relationship between HRD score based on GSS algorithm and clinicopathological characteristics, genomic mutations and prognosis in patients with high-risk and metastatic hormone-sensitive prostate cancer
Zhiqiang CHEN ; Yu GAO ; Songliang DU ; Shaoxi NIU ; Zhuoran LI ; Yuqi JIA ; Yujie DONG ; Baojun WANG
Journal of Modern Urology 2024;29(3):200-204
【Objective】 To statistically analyze the relationship between homologous recombination repair deficiency (HRD) score and clinicopathological characteristics, genomic mutations in patients with high-risk and metastatic hormone-sensitive prostate cancer (mHSPC) and the prognostic predictive value in mHSPC. 【Methods】 A total of 127 patients diagnosed with high-risk prostate cancer and mHSPC, treated at the Department of Urology of Chinese PLA General Hospital during Dec.2021 and Nov.2023 were enrolled.Homologous recombination repair (HRR) gene sequencing was performed, and the genomic scar score (GSS) algorithm were conducted to calculate the HRD score.The relationship between HRD scores and clinicopathological features, genomic alterations, and prognosis were analyzed. 【Results】 The median HRD score was 1.6(0.8, 5.2), 30(23.6%) patients’ HRD scores ≥10, and 11(8.7%) patients’ HRD scores ≥20.Clinicopathological features, including ISUP classification ≥4 (P=0.044) and metastatic status (P=0.008) were associated with high HRD score.Patients with mutations in the BRCA, TP53 and MYC systems had significantly higher HRD score than those with wild-type genes (P<0.05).In mHSPC, the risk of biochemical recurrence was 12.836 times higher in patients with HRD score ≥20 than in those with <20 [OR:12.836 (1.332-124.623), P=0.028]. 【Conclusion】 Baseline HRD score was lower in patients with high-risk prostate cancer and mHSPC.Patients with high HRD score may have higher histological grading (ISUP≥4) and later clinical stage.Further investigation is needed to determine the threshold of HRD scores as biochemical markers suggestive of a poor prognosis.
6.Value of serum Lp-PLA2 in the diagnostic grading and prognostic assessment of pneumonia-related acute respiratory distress syndrome
Yujia YANG ; Baojun DONG ; Jinhui QU ; Jin HUANG ; Xue BAI ; Hongwei YANG
Chinese Journal of Clinical Laboratory Science 2024;42(8):580-585
Objective To explore the value of lipoprotein-associated phospholipase A2(Lp-PLA2)in the diagnostic grading and prog-nostic assessment of pneumonia-associated acute respiratory distress syndrome(p-ARDS).Methods The study was a prospective ob-servational study.Fifty-seven patients with p-ARDS admitted to the ICU ward of Tianjin Hospital from January 2022 to August 2023 were included as the research subjects.Twenty-six pneumonia patients admitted to the general respiratory ward during the same period and 10 healthy individuals undergoing medical examinations were selected as the control group.Their serum samples were collected,and the samples from p-ARDS and pneumonia patients were obtained within 24 hours of admission.The levels of serum Lp-PLA2,in-terleukin 6(IL-6),and IL-8 were detected using the Luminex? multiplex test kit.The baseline data and laboratory test results,inclu-ding routine blood parameters,biochemical markers,C-reactive protein(CRP),procalcitonin(PCT),and D-dimer at admission,were collected from the patients with p-ARDS or pneumonia.The levels of serum Lp-PLA2 were compared by grouping based on clinical diagnosis,severity of ARDS,and clinical outcomes on day 28 after admission.The diagnostic and prognostic value of serum Lp-PLA2 in p-ARDS was evaluated by plotting the receiver operating characteristic(ROC)curve,Spearman correlation analysis,and Logistic regression analysis.Results The levels of serum Lp-PLA2 in the p-ARDS group([233.67±83.49]ng/mL)were significantly higher than that in the pneumonia group([150.86±39.48]ng/mL,P<0.05),while those in the pneumonia group were significantly higher than that in the healthy control group([150.86±39.48]ng/mL vs[92.07±12.89]ng/mL,P<0.05).The analysis results of the ROC curve showed that serum Lp-PLA2 had a better ability to distinguish p-ARDS from pneumonia than indicators such as IL-6,IL-8,CRP,and PCT,with an area under the ROC curve(AUCROC)of 0.781(95%CI:0.685-0.878).The diagnostic value of serum Lp-PLA2 combined with D-dimer was higher,with an AUCROC of 0.897(95%CI:0.832-0.963).Subgroup analysis found that as lung inju-ry worsened,the levels of serum Lp-PLA2 increased,and that serum Lp-PLA2 levels were negatively correlated with the PaO2/FiO2 ra-tio in p-ARDS patients(r=-0.549)and positively correlated with the sequential organ failure assessment(SOFA)scores at admission(r=0.412).The levels of serum Lp-PLA2 in the death group of p-ARDS were significantly higher than that in the survival group([314.5±43.1]ng/mL vs[174.9±48.9]ng/mL,P<0.001).Logistic regression analysis showed that after adjusting for the SOFA score,serum Lp-PLA2 was independently associated with the mortality risk on day 28 after admission(OR=1.099,95%CI:1.026-1.178,P=0.007).Similar results were obtained after adjusting for IL-8 or the PaO2/FiO2 ratio.Conclusion Serum Lp-PLA2 may be used as a biomarker to aid in the diagnostic grading and prognostic assessment of p-ARDS.
7.Correlation between SLAMF6 expression and perforin and granzyme B on circulating CD8 +T cells and the clinical significance in patients with severe aplastic anemia
Baojun SHANG ; Shiwei YANG ; Rongjun MA ; Xiaoli YUAN ; Li JIANG ; Pingchong LEI ; Zhongwen LIU ; Yulong LI ; Xiaoyan DONG ; Lin ZHANG ; Yin ZHANG ; Zunmin ZHU
Chinese Journal of Laboratory Medicine 2021;44(3):233-238
Objective:To explore the correlation between the expression of signaling lymphocyte activation molecule family 6 (SLAMF6) on peripheral blood CD8 +T cells and perforin and granzyme B and the clinical significance in patients with newly diagnosed severe aplastic anemia(SAA). Methods:The indicators of blood routine and bone marrow and peripheral blood samples of 32 newly diagnosed SAA patients admitted to Henan Provincial People′s Hospital from January 2016 to June 2019 were collected for retrospective analysis. Flow cytometry was used to detect the expression of SLAMF6, perforin and granzyme B on samples CD8 +T cell before therapy and 6 months after therapy (11 cases received transplantation, 21 cases received immunosuppressive therapy [IST]). Spearman correlation analysis was performed to determine the association between clinical indicators and laboratory test results. The expression of SLAMF6, perforin and granzyme B was also detected in 10 healthy people (normal group) and 13 myelodysplastic syndromes/paroxysmal nocturnal hemoglobinuria (MDS/PNH) patients (MDS/PNH group). Results:(1) At diagnosis: the expression of SLAMF6 was significantly lower in the SAA group than that in the normal group and the MDS/PNH group ([56.40±6.37]% vs [84.34±5.81]% and [82.24±4.98]% (both P<0.001]). The expression of perforin was significantly higher in the SAA group (32.73±8.46) than that in the normal control group (23.75%±5.10%), and the MDS/PNH group (26.12%±5.53%) (both P<0.05). The expression of granzyme B was also significantly higher in the SAA group (36.23%±7.94%) than that in the normal control group (21.67%±5.05%) and the MDS/PNH group (21.79%±5.10%) (both P<0.001). The expression of SLAMF6 was positively correlated with the hemoglobin ( r=0.804), and reticulocyte absolute values ( r=0.656) in peripheral blood, percentage of granulocytes ( r=0.643) and erythrocytes ( r=0.622) in bone marrow of SAA patients (all P<0.05). Expression of SLAMF6 was negatively correlated with perforin ( r=-0.792) and granzyme B ( r=-0.908) on CD8 +T cells in patients with SAA (both P<0.001). (2) After treatment: the expression of SLAMF6 in peripheral blood CD8 +T cells of 30 surviving patients was higher than pre-treatment ([79.19±12.69]% vs [56.40±6.37]%, P<0.001). The expressions of perforin and granzyme B were lower than pre-treatment level (both P<0.05). The expression of SLAMF6 on CD8 +T cells in 11 transplanted patients was higher than before transplantation ([86.54±3.75]% vs [56.40±7.35]%, P<0.001). The expressions of perforin and granzyme B were lower than before transplantation (both P<0.05). The expression of SLAMF6 on CD8 +T cells in 12 IST-respond patients was higher than that before treatment, while the perforin and granzyme B levels were lower than pre-treatment (all P<0.05). The post-treatment expressions of SLAMF6, perforin and granzyme B were similar as before treatment levels in 7 IST-unrespond patients (all P>0.05). Conclusion:SLAMF6 is significantly down-regulated on CD8 +T cells in newly diagnosed SAA, negatively correlated with the effective factors of CD8 +T cells, which might participate in the immune regulatory of CD8 +T cells as a negative regulatory factor in patients with SAA. The SLAMF6 is significantly up-regulated after hematopoietic recovery, while there is no significant change in treatment-unrespond patients, which could thus serve as an useful diagnostic and therapeutic index of patients with SAA.
8.Analysis of clinical features and prognosis of patients with chronic myelogenous leukemia harboring additional chromosomal abnormalities in Ph-positive cells
Xiaoyan DONG ; Yulong LI ; Chengye WU ; Baojun SHANG ; Lin ZHANG ; Wei CHENG ; Zunmin ZHU
Chinese Journal of Hematology 2021;42(8):660-665
Objective:To investigate the effects of additional chromosomal abnormalities (ACA) in Philadelphia chromosome-positive (Ph +) cells on biological characteristics, therapy efficacy, and prognosis of patients with primary chronic myeloid leukemia (CML) -chronic phase (CP) and those who developed CML-accelerated phase/blast phase (AP/BP) during therapy. Methods:The clinical data of 410 patients with Ph + CML, including 348 patients with primary CML-CP and 62 patients who progressed to CML-AP/BP during treatment, who were admitted to Henan People's Hospital from January 2013 to June 2020 were retrospectively analyzed to categorize into high-risk, non-high-risk, and non-ACA groups according to the ELN2020 criteria. The effects of high- and non-high-risk ACA on biological characteristics, therapy efficacy, and prognosis were compared. Results:①Among the 348 patients with primary CML-CP, 20 patients (5.75% ) had ACA, including 3 and 17 patients with high-risk and non-high-risk ACA, respectively, whereas the remaining 328 patients did not have ACA. There were no significant differences in baseline clinical characteristics between those with and without ACA ( P>0.05 for all) . The rates of complete hematological response, complete cytogenetic response, major molecular remission, and 5-year overall survival (OS) were not significantly different between the non-high-risk ACA and non-ACA groups ( P>0.05 for all) ; however, the 5-year progression-free survival of the non-high-risk ACA group (42.0% ) was significantly lower than that of the non-ACA group (74.5% ) ( χ2=4.766, P=0.029) .②Of the 62 patients who progressed to CML-AP/BP during treatment, 41 patients (66.13% ) had ACA, including 28 and 13 patients with high-risk and non-high-risk ACA, respectively, whereas the remaining 21 patients did not have ACA. Platelet counts of the high-risk ACA group (42.5×10 9/L) were lower than those of the non-high-risk (141×10 9/L) and non-ACA groups (109×10 9/L) ( χ2=4.968, P=0.083) . There was no significant difference in the incidence of point mutations in ABL kinase among the three groups ( P=0.652) . The complete cytogenetic response of the high-risk ACA group (5.3% ) was significantly lower than that of the non-ACA group (46.7% ) ( χ2=5.851, P=0.016) . The 5-year OS of the high-risk ACA group was lower than that of the non-ACA group (46.2% vs 77.8% , χ2=3.878, P=0.049) . Subgroup analysis revealed that the 5-year OS rate of the high-risk group Ⅱ, which included -7/7q-, i (17q) , and complex karyotype comprising ≥2 high-risk ACA, was significantly lower than that of the non-ACA group (28.6% vs 77.8% , χ2=8.035, P=0.005) whereas the 5-year OS rate was not significantly different between high-risk group Ⅰ, which included +8,+Ph, and complex ACA with +8/+Ph, and the non-ACA group (54.5% vs 77.8% , χ2 =1.514, P=0.219) . Conclusion:Due to different disease stages and ACA/Ph + types, treatment response and prognosis vary among patients with CML harboring ACA/Ph +. The emergence of high-risk ACA during therapy suggests worse therapy efficacy and prognosis. Strict and standardized cytogenetic monitoring is critical for early detection, precise diagnosis, and treatment of these patients.
9. Clinical study on factor Ⅷ inhibitor in children with hemophilia A
Baojun SHANG ; Shiwei YANG ; Pingchong LEI ; Rongjun MA ; Xiangdong HE ; Xiaoli YUAN ; Li JIANG ; Yulong LI ; Xiaoyan DONG ; Zhen WANG ; Lin ZHANG ; Zunmin ZHU
Chinese Journal of Hematology 2020;41(2):138-142
Objective:
To reveal the related factors of inhibitors and differences ofhemorrhage and joint disease before and after the production of inhibitors in children with hemophilia A (HA) .
Methods:
Retrospective analyses of the clinical data of 381 children with HA under the age of 16 registered in the Registration Management Center of Hemophilia in Henan Provincial from January 2015 to August 2018.
Results:
A total of the 381 children were enrolled with 116 (30.4%) mild, 196 (51.4%) moderate, and 69 (18.1%) severe cases; 54 patients (14.2%) had inhibitors, including 22 high and 32 low titer inhibitors. Positive family history was positively associated with inhibitors[
10.Analysis of clinical features, gene mutation, and prognostic characteristics in de novo acute myeloid leukemia patients with myelofibrosis
Xiaoyan DONG ; Yulong LI ; Chengye WU ; Yimin LIU ; Lei ZHANG ; Wei CHENG ; Baojun SHANG ; Lin ZHANG ; Zunmin ZHU
Chinese Journal of Hematology 2020;41(9):731-736
Objective:This study aims to investigate the characteristics of gene mutation and clinical prognosis in de novo acute myeloid leukemia (AML) patients with myelofibrosis (MF) .Methods:From January 1, 2016, to February 1, 2020, 103 newly diagnosed AML patients in Henan Provincial People’s Hospital who simultaneously underwent bone marrow biopsy examination were included. They were divided into the AML-MF group (MF grades 1-3) and the AML without MF group (MF grade 0) , and the clinical features, gene alterations, chemotherapy efficacy, and prognosis were compared between the two groups retrospectively.Results:①MF was confirmed in 44.7% of AML patients (46/103) , of which 84.8% (39/46) were MF-1 and 15.2% (7/46) were MF-2/3, while MF was not confirmed in 55.3% (57/103) of AML patients. The median of WBC in the AML-MF group was significantly higher than in the AML without MF group [11.205 (0.69-191.82) ×10 9/L vs 4.64 (0.18-95.10) ×10 9/L, P=0.024]. More patients in the AML-MF group had nucleated erythrocytes in the peripheral blood (43.5% vs 24.6% , χ2=4.119, P=0.042) . All four AML-M 0 patients were in the AML-MF group, while AML without MF group had a higher proportion of AML-M 2 ( P=0.014) . ②FLT3-ITD and NPM1 mutations were more frequent in the AML-MF group ( P=0.021 and 0.039) , while CEBPA mutation was more frequent in the AML without MF group ( P=0.029) . ③The CR rate in the AML-MF group was significantly lower than in the AML without MF group (69.7% vs 93.2% ) ( χ2 =7.412, P=0.006) . Multivariate analysis showed that MF, especially the grade of fibrosis, was an independent risk factor for CR in de novo AML. ④The 3-year OS of patients in the AML-MF group was significantly lower than in the AML without MF group (20.5% vs 72.2% , χ2=4.032, P=0.045) . Subgroup analysis showed that OS and PFS of AML-MF1 and AML-MF 2/3 groups were also significantly worse than those of the AML without MF group ( P=0.001) and MF, especially MF ≥2, was an independent marker for inferior OS and PFS in de novo AML ( P=0.021 and 0.044) . Conclusion:AML-MF has unique laboratory and clinical characteristics. MF is an independent risk factor for CR, OS, and PFS in AML. Evaluation of MF is very significant for therapy efficacy and prognosis judgment in de novo AML.

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