CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Assessment of the efficacy of various neoadjuvant anti-HER2 targeted therapies combined with chemotherapy for HER2-positive breast cancer in the real-world setting and development of a predictive model for pathological complete response.
Assessment of the efficacy of various neoadjuvant anti-HER2 targeted therapies combined with chemotherapy for HER2-positive breast cancer in the real-world setting and development of a predictive model for pathological complete response.
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HP 和 HPy 联合化疗均可作为 HER2 阳性 BC 的可选 NAT 方案。纳入常见临床指标的列线图为临床医生在更早期预测 NAT 疗效提供了依据。
开发一个稳健且适用于临床的预测模型,用于预测人表皮生长因子受体2(HER2)阳性乳腺癌(BC)新辅助治疗(NAT)后病理完全缓解(pCR),具有至关重要的意义。
在这项回顾性研究中,纳入了393例在2021年5月至2023年12月期间接受NAT后手术的II-III期BC女性患者。收集了临床病理数据、乳腺MRI的表观扩散系数(ADC)值以及NAT后的病理缓解情况。计算了两个周期NAT后ADC值的变化率(ΔADC 0-2 %)。比较了含曲妥珠单抗加帕妥珠单抗(HP)和曲妥珠单抗加吡咯替尼(HPy)的NAT方案的疗效。构建了预测pCR的列线图,并评估了其性能。使用bootstrap重采样方法对模型进行了内部验证。
总体人群中tpCR率为68%。HP组与HPy组的tpCR差异无统计学意义(P > 0.05)。HR阴性、HER2 3+、高Ki-67指数、中高度(M-H)浸润的TIL、ΔADC 0-2 % > 36.2%与tpCR独立相关(P < 0.05)。整合这些变量的列线图表现出良好的区分度(AUC,0.75)和校准能力(P = 0.925),以及有价值的临床适用性。
The development of a robust and clinically applicable predictive model for pathological complete response (pCR) following neoadjuvant therapy (NAT) in human epidermal growth factor receptor 2 (HER2)-positive breast cancer (BC) is of critical importance.
In this retrospective study, 393 female patients with stage II-III BC who received NAT followed by surgery between May 2021 and December 2023 were included. Clinicopathological data, apparent diffusion coefficient (ADC) values from breast MRI, and pathological remission after NAT were collected. The change rate of ADC values after two cycles of NAT (ΔADC 0-2 %) was calculated. The efficacy of NAT regimens containing trastuzumab plus pertuzumab (HP) and trastuzumab plus pyrotinib (HPy) was compared. A nomogram predicting pCR was constructed, and its performance was evaluated. The model was internally validated using the bootstrap resampling method.
The rate of total pathological complete response (tpCR) in the overall population was 68%. There was no statistically significant difference in tpCR between the HP and HPy groups ( P > 0.05). Hormone receptor (HR) negativity, HER2 3+, high Ki-67 index, moderate-highly (M-H) infiltrated tumor-infiltrating lymphocytes (TILs), and ΔADC 0-2 % > 36.2% were independently associated with tpCR ( P < 0.05). The nomogram integrating these variables exhibited good discrimination (AUC, 0.75) and calibration ability ( P = 0.925), as well as valuable clinical applicability.
Both HP and HPy combined with chemotherapy can be considered as optional NAT regimens for HER2-positive BC. The nomogram incorporating common clinical indicators provides a basis for clinicians to predict NAT efficacy at an earlier stage.
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