ArticleClinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico2026
CALLY index as an independent predictor of pathological complete response in HER2-positive breast cancer receiving neoadjuvant therapy.
Article in Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prognostic value of prognostic nutritional index in breast cancer patients receiving neoadjuvant therapy: a systematic review and meta-analysis.Frontiers in oncology · 2026Pooled it
- Preoperative CALLY Index and Postoperative Pathological Axillary Nodal Status in Breast Cancer: Association with Nodal Metastasis and Exploratory Analysis of Observed Pathological Nodal Burden.Diagnostics (Basel, Switzerland) · 2026Article
- Predictive Value of the Inflammatory Burden Index for Pathological Complete Response in HER2-Positive and Triple-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy: A Comparative Analysis with Conventional Inflammatory Indices.Journal of clinical medicine · 2026Article
- Comparison of Neoadjuvant TCHP and ddAC+THP Regimens for Pathologic Complete Response in HER2-Positive Breast Cancer: A Multicenter Real-World Analysis of Systemic Inflammatory Biomarkers.Medicina (Kaunas, Lithuania) · 2026Article
- PIV, PNI and HALP score for predicting pathological complete response in breast cancer after neoadjuvant chemotherapy: a systematic review and meta-analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Prognostic value of CALLY index in patients with locally advanced non-small cell lung cancer treated with thoracic radiotherapy.BMC cancer · 2026Article
- Diagnostic value of C-reactive protein-albumin-lymphocyte index in breast cancer cases.Frontiers in oncology · 2026Article
- Clinical Prognostic Value of C-Reactive Protein-Albumin-Lymphocyte Index (CALLY) in Patients with Stage III Breast Cancer.Breast cancer (Dove Medical Press) · 2025Article
- Article
Corrections and comments
- Erratum issued
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2 authors.
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No grant is acknowledged in the PubMed record.
Abstract
purposePathological complete response (pCR) after neoadjuvant chemotherapy (NACT) is a validated endpoint for long-term survival in HER2-positive breast cancer. Identifying clinical and biomarker-based predictors of pCR is essential for optimizing treatment strategies. This study investigated the predictive role of nutrition- and inflammation-based indices (HALP, CALLY, PNI, SII, PIV, SIRI, NLR) in determining pCR.
methodsA total of 169 HER2-positive patients who underwent NACT followed by surgery at Ankara Etlik City Hospital between January 2023 and December 2024 were retrospectively analyzed. Indices were calculated from baseline laboratory values. Receiver operating characteristic (ROC) analysis was used to evaluate discriminatory ability and determine cut-off values for significant variables. Univariate logistic regression was performed initially; variables significant at the univariate level were included in the multivariate model.
resultsThe overall pCR rate was 56.8%. ROC analysis identified the CALLY index (AUC = 0.681; p < 0.001) and Ki-67 (AUC = 0.603; p = 0.022) as significant predictors, while HALP, PNI, NLR, PIV, SII, and SIRI lacked predictive value. In univariate analysis, high CALLY (p < 0.001), high Ki-67 (p = 0.012), and pertuzumab-containing regimens [AC + taxane + trastuzumab + pertuzumab (p = 0.003) and docetaxel + trastuzumab + carboplatin + pertuzumab (THCP) (p = 0.004)] were associated with higher pCR, whereas ER positivity was associated with a reduced likelihood of pCR (OR = 0.41; p = 0.011). In multivariate analysis, CALLY (OR = 4.03; p < 0.001), Ki-67 (OR = 2.21; p = 0.038), and pertuzumab-containing regimens remained independent predictors: AC + taxane + trastuzumab + pertuzumab (OR = 3.24; p = 0.020) and THCP (OR = 3.86; p = 0.037). Although ER positivity was significant in univariate analysis, it lost statistical significance in the multivariate model (OR = 0.49; p = 0.072).
conclusionsHigh CALLY index and high Ki-67 were found to be statistically significant in predicting pCR, and pertuzumab-containing regimens were shown to increase pCR rates. In contrast, classical histopathological parameters and other immunonutritional scores demonstrated limited predictive value. These findings require validation through prospective, multicenter studies. The limited number of studies investigating the association between pCR and CALLY highlights the originality of our work.
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