IDEAL-IQ及IVIM定量参数评价B-ALL患儿危险度分层及预测早期化疗反应的初步研究
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山西省儿童医院(山西省妇幼保健院)

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山西省儿童医院(山西省妇幼保健院)科研项目(2023018)


A Preliminary Study on the Evaluation of Risk Stratification and Prediction of Early Chemotherapy Response in Children with B-ALL Using Quantitative Parameters of IDEAL-IQ and IVIM
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1.Shanxi Children'2.'3.s Hospital (Shanxi Maternal and Child Health Hospital)

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    摘要:

    探讨非对称采集与迭代最小二乘估算法迭代水脂分离方法(axial iterative decomposition of water and fat with echo asymmetrical and least-squares estimation quantitation sequence,IDEAL-IQ)联合体素内不相干运动扩散加权成像(intravoxel incoherent motion,IVIM)定量参数评价急性B淋巴母细胞白血病(Acute B lymphoblastic leukemia,B-ALL)儿童危险度分层及对早期化疗反应的预测价值。方法 收集B-ALL患儿84例,根据WHO危险程度分级将患儿分为低危5例,中危61例,高危18例。79例患儿接受了化疗治疗,并于化疗前及诱导化疗后(化疗第36天)行腰椎IDEAL-IQ及IVIM扫描。根据化疗33天骨髓微小残留病(minimal residual disease,MRD)将患儿分为临床缓解(Clinical remission,CR)组(54例)和N-CR组(25例)。同时收集患儿年龄、性别、危险度分层、外周血白细胞计数(white blood cell,WBC)、骨髓原幼淋巴细胞百分比(%)、乳酸脱氢酶(lactate dehydrogenase,LDH)、是否合并中枢神经系统白血病(central nervous system leukemia,CNSL)等临床资料。结果 定量参数评价B-ALL患儿危险度分层方面,高危组患儿腰椎椎体f值明显高于中低危组(P<0.001);将外周血WBC及腰椎椎体f值作为自变量,临床危险度作为应变量进行Logistic回归分析,结果显示f值是评价高危B-ALL患儿的独立因素(ORf=48082.101, P=0.000)。在评价早期化疗反应方面,与N-CR组相比,CR组患儿化疗后腰椎椎体质子密度脂肪分数(Proton density fat fraction,PDFF)及R2*显著增高(P=0.005、0.008)。化疗前危险度分层、化疗前纯扩散系数 D及D*值在CR与N-CR组间存在统计学差异(P<0.001、P =0.024、P =0.03)。化疗后PDFF、化疗前D值及化疗前D*值是N-CR的独立危险因素,化疗前D+D*值预测N-CR的价值(AUC=0.817)略高于化疗后PDFF(AUC=0.807)。结论 腰椎椎体f值可用于预测B-ALL患儿的临床危险度分层,化疗前D+D*值对B-ALL患儿早期化疗反应具有显著预测价值。

    Abstract:

    This study aims to explore the value of IDEAL-IQ combined with IVIM quantitative parameters in assessing the risk stratification of B-ALL children and predicting their early response to chemotherapy. Methods: Eighty-four B-ALL children were categorized into 5 low-risk, 61 medium-risk, and 18 high-risk cases based on WHO risk classification. Among them, 79 children underwent chemotherapy and received lumbar IDEAL-IQ and IVIM scans before chemotherapy and on day 36 of induction chemotherapy. According to day 33 bone marrow MRD after chemotherapy, the children were divided into a CR group (54 cases) and an N-CR group (25 cases). Clinical data such as age, gender, risk stratification, peripheral blood WBC, bone marrow blast percentage, LDH, and CNSL involvement were also collected. Results: Risk stratification: The lumbar vertebral f value in the high-risk group was significantly higher than in the medium-low risk group (P<0.001). Logistic regression analysis with peripheral blood WBC and lumbar vertebral f value as independent variables and clinical risk as the dependent variable revealed that f value is a high-risk factor for B-ALL (ORf=48082.101, P=0.000). Early chemotherapeutic response: Compared to the N-CR group, the CR group had significantly higher PDFF and R2* after chemotherapy (P=0.005 and P=0.008). Pretreatment risk stratification, D, and D* values differed significantly between the CR and N-CR groups (P<0.001, P=0.024, and P=0.03). Post-chemotherapy PDFF, pre-chemotherapy D and D* values were independent risk factors for N-CR. The pre-chemotherapy D+D* value showed a slightly higher AUC (0.817) for predicting N-CR than post-chemotherapy PDFF (AUC=0.807). Conclusion: The lumbar vertebral f value can predict B-ALL clinical risk stratification. Pre-chemotherapy D+D* values are significantly predictive of early chemotherapeutic responses.

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  • 收稿日期:2025-07-23
  • 最后修改日期:2025-09-22
  • 录用日期:2026-03-24
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