Evidence map›Paper›PMID 40980814›Full record

ArticleThe Lancet regional health. Europe2025

Prognostic significance of tumour Ki-67 dynamics during neoadjuvant treatment in patients with breast cancer: a population-based cohort study.

Maria Angeliki Toli, Xingrong Liu, Davide Massa, Stefania Lando, Caroline Boman, Nikolaos Tsiknakis, Christian Tranchell, Andri Papakonstantinou, Giuseppe Fotia, Claudio Vernieri and 6 more

Abstract read
In one paragraph

Article in The Lancet regional health. Europe, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–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

10 citing papers in PubMed.

  1. Article
  2. Review
  3. The logarithmic phase as a therapeutic direction: evaluating pharmacological strategies against cancer progression.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Hollow CuInternational journal of nanomedicine · 2026
    Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Maria Angeliki ToliDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Xingrong LiuDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Davide MassaDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.
Stefania LandoDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.
Caroline BomanDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Nikolaos TsiknakisDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Christian TranchellBreast Centre, Karolinska Comprehensive Cancer Centre, Stockholm, Sweden.
Andri PapakonstantinouDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Giuseppe FotiaDepartment of Oncology and Hematology-Oncology, University of Milan, Milan, Italy.
Claudio VernieriDepartment of Oncology and Hematology-Oncology, University of Milan, Milan, Italy.
Valentina GuarneriDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.
Jonas BerghDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Maria Vittoria DieciDepartment of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Padova, Italy.
Louise Eriksson BergmanDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Alexios MatikasDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.
Theodoros FoukakisDepartment of Oncology and Pathology, Karolinska Institutet, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although Ki-67 is a commonly used proliferation marker in breast cancer (BC), its prognostic value after neoadjuvant chemotherapy (NACT) remains unclear. This study aims to investigate the prognostic implications of Ki-67 dynamics during NACT. Methods: Patients with invasive BC treated with NACT (2007-2020) were identified through the National Breast Cancer Register (NBCR). Associations between Ki-67 dynamics with survival outcomes were studied (spline-based Cox regression). The prognostic value of Ki-67 in the Neo-Bioscore model was examined and optimal cut-off values for relative change of Ki-67 ((post-NACT-pre-NACT Ki-67)/pre-NACT Ki-67) were explored (minimum p-value approach). Findings: Among 2494 patients, median pre-NACT Ki-67 was 40% (IQR:28-65%). Median post-NACT Ki-67 in patients with residual disease (n = 1826) was 12% (IQR:5-35%). Lower post-NACT Ki-67 was associated with better breast cancer specific survival (BCSS) in the whole cohort (p < 0.0001), in ER+/HER2- (p = 0.0001) and TNBC (p = 0.0007), but not in HER2+ BC (p = 0.8223). Post-NACT Ki-67 improved the Neo-Bioscore prognostic model increasing the C-index from 0.758 to 0.802. Post-NACT Ki-67, as well as absolute and relative change of Ki-67 were strongly correlated with each other and were prognostic for long-term outcomes. Optimal cut-off values for relative change of Ki-67 identified prognostic subgroups for ER+/HER2- BC (n = 730, p < 0.0001), and TNBC (n = 279, p < 0.0001). The results were validated in an external TNBC cohort of 221 patients (p = 0.00073). Notably, the identified low-risk patients with residual disease and at least 48% reduction of Ki-67 after NACT, had comparable survival to those with pathological complete response (pCR) (p = 0.13). Interpretation: Relative change of Ki-67 was independently prognostic for patient risk stratification. Ki-67 in residual disease warrants for further investigation when exploring post-neoadjuvant treatment strategies. Funding: Cancerfonden, Vetenskapsrådet, Cancerföreningen i Stockholm and Region Stockholm.

Indexed as

Breast cancerKi-67Neoadjuvant chemotherapyNeo-BioscorePrognosisReal-world dataStratificationSurvival

Identifiers

PMID40980814
PMCPMC12444493

What OpenQuestion holds

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Registered trials

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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.