Evidence map›Paper›PMID 41091451›Full record

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.

Salih Karatlı, Özgen Ahmet Yıldırım

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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.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. 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 · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Salih KaratlıDepartment of Medical Oncology, Etlik City Hospital, Ankara, Turkey. karatlisalih@hotmail.com.ORCID http://orcid.org/0000-0002-4237-1606
Özgen Ahmet YıldırımDepartment of Medical Oncology, Etlik City Hospital, Ankara, Turkey.ORCID http://orcid.org/0000-0002-4139-067X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsBreast NeoplasmsErb-b2 Receptor Tyrosine KinasesNeoadjuvant TherapyAdultAgedAntibodies, Monoclonal, HumanizedBiomarkers, TumorChemotherapy, AdjuvantDocetaxelFemaleHumansKi-67 AntigenMiddle AgedPrognosisRetrospective StudiesAntibodies, Monoclonal, HumanizedBiomarkers, TumorDocetaxelERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesKi-67 AntigenpertuzumabTaxoidsTrastuzumabCALLY indexHER2-positive breast cancerNACTPCR

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.