Evidence map›Paper›PMID 41941530›Full record

ArticlePLOS global public health2026

Correlates of Ki-67 proliferation index in a cohort of women with suspected breast cancer in Lusaka, Zambia.

Joaquim Musamba, David Chisompola, Phinnoty Mwansa, Kingsley Kamvuma, Situmbeko Liweleya, Sepiso K Masenga

Abstract read
In one paragraph

Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Joaquim MusambaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.ORCID https://orcid.org/0009-0000-9366-2027
David ChisompolaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.ORCID https://orcid.org/0000-0002-3765-0635
Phinnoty MwansaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.
Kingsley KamvumaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.
Situmbeko LiweleyaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.
Sepiso K MasengaHAND Research Group, Mulungushi University, School of Medicine and Health Sciences, Livingstone, Zambia.ORCID https://orcid.org/0000-0003-4376-5831

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ki-67 is a key biomarker of tumor proliferation in breast cancer, yet its clinical correlates in this population, where disease is often detected at earlier stages, remain underexplored. This study aimed to identify factors independently associated with high Ki-67 expression among women investigated for suspected breast cancer at Unilabs Laboratory, Lusaka, Zambia. A retrospective cross-sectional analysis was conducted on 208 women suspected of having breast cancer through a laboratory-based screening program in Lusaka, Zambia (2019-2024). Demographic, clinical, and pathology data were extracted from laboratory records. Ki-67 expression, as the outcome variable, was dichotomized as low (<20%) or high (>20%). Variables significant in bivariate analysis (p < 0.05) were included in a multivariable logistic regression model to identify correlates of high Ki-67 expression. The median age was 48 years (IQR: 40-63), and 46.2% (n = 96) exhibited high Ki-67 expression. In bivariate analysis, younger age, invasive ductal carcinoma, right breast involvement, progesterone receptor (PR) positivity threshold ≥10%, non-Quick Score scoring methods, and lack of fluorescence in situ hybridization (FISH) testing were associated with high Ki-67. However, in adjusted multivariable models, only older age (>41 years, aOR: 0.43-0.46, p < 0.05), PR positivity threshold ≥10% (aOR: 6.14-6.38, p < 0.05), and use of non-Quick Score scoring methods (aOR: 10.5-14.9, p ≤ 0.002) remained significantly associated with high Ki-67, while other factors lost statistical significance after controlling for confounders. In this diagnostic cohort from Zambia, nearly half of women with breast cancer exhibited high Ki-67 expression, reinforcing its relevance even in early detection settings. The study identified younger age (≤40 years), higher PR positivity threshold, and alternative scoring methods as independent correlates of high Ki-67, highlighting the importance of standardized biomarker assessment. Future studies should consider a prospective study design incorporating molecular subtyping to enhance the clinical interpretation of Ki-67 in similar populations.

Identifiers

PMID41941530
PMCPMC13052866

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.