The University of Southampton
University of Southampton Institutional Repository

Drivers of disparities in stage at diagnosis among women with breast cancer: South African breast cancers and HIV outcomes cohort

Drivers of disparities in stage at diagnosis among women with breast cancer: South African breast cancers and HIV outcomes cohort
Drivers of disparities in stage at diagnosis among women with breast cancer: South African breast cancers and HIV outcomes cohort
Objective: in low- and middle-income countries (LMICs), advanced-stage diagnosis of breast cancer (BC) is common, and this contributes to poor survival. Understanding the determinants of the stage at diagnosis will aid in designing interventions to downstage disease and improve survival from BC in LMICs.

Methods: within the South African Breast Cancers and HIV Outcomes (SABCHO) cohort, we examined factors affecting the stage at diagnosis of histologically confirmed invasive breast cancer at five tertiary hospitals in South Africa (SA). The stage was assessed clinically. To examine the associations of the modifiable health system, socio-economic/household and non-modifiable individual factors, hierarchical multivariable logistic regression with odds of late-stage at diagnosis (stage III-IV), was used.

Results: the majority (59%) of the included 3497 women were diagnosed with late-stage BC disease. The effect of health system-level factors on late-stage BC diagnosis was consistent and significant even when adjusted for both socio-economic- and individual-level factors. Women diagnosed in a tertiary hospital that predominantly serves a rural population were 3 times (OR = 2.89 (95% CI: 1.40–5.97) as likely to be associated with late-stage BC diagnosis when compared to those diagnosed at a hospital that predominantly serves an urban population. Taking more than 3 months from identifying the BC problem to the first health system entry (OR = 1.66 (95% CI: 1.38–2.00)), and having luminal B (OR = 1.49 (95% CI: 1.19–1.87)) or HER2-enriched (OR = 1.64 (95% CI: 1.16–2.32)) molecular subtype as compared to luminal A, were associated with a late-stage diagnosis. Whilst having a higher socio-economic level (a wealth index of 5) reduced the probability of late-stage BC at diagnosis, (OR = 0.64 (95% CI: 0.47–0.85)).

Conclusion: advanced-stage diagnosis of BC among women in SA who access health services through the public health system was associated with both modifiable health system-level factors and non-modifiable individual-level factors. These may be considered as elements in interventions to reduce the time to diagnosis of breast cancer in women.
1932-6203
Mapanga, Witness
75389e09-7cde-4cfe-89ef-ee2e456b7b1a
Norris, Shane A.
1d346f1b-6d5f-4bca-ac87-7589851b75a4
Craig, Ashleigh
0b01368b-7592-4bd0-8820-cf120a8c6dc3
al, et
df099e87-31d7-4ccf-a9fa-b92a380537f9
Mapanga, Witness
75389e09-7cde-4cfe-89ef-ee2e456b7b1a
Norris, Shane A.
1d346f1b-6d5f-4bca-ac87-7589851b75a4
Craig, Ashleigh
0b01368b-7592-4bd0-8820-cf120a8c6dc3
al, et
df099e87-31d7-4ccf-a9fa-b92a380537f9

Mapanga, Witness, Norris, Shane A., Craig, Ashleigh and al, et (2023) Drivers of disparities in stage at diagnosis among women with breast cancer: South African breast cancers and HIV outcomes cohort. PLoS ONE, 18 (2), [e0281916]. (doi:10.1371/journal.pone.0281916).

Record type: Article

Abstract

Objective: in low- and middle-income countries (LMICs), advanced-stage diagnosis of breast cancer (BC) is common, and this contributes to poor survival. Understanding the determinants of the stage at diagnosis will aid in designing interventions to downstage disease and improve survival from BC in LMICs.

Methods: within the South African Breast Cancers and HIV Outcomes (SABCHO) cohort, we examined factors affecting the stage at diagnosis of histologically confirmed invasive breast cancer at five tertiary hospitals in South Africa (SA). The stage was assessed clinically. To examine the associations of the modifiable health system, socio-economic/household and non-modifiable individual factors, hierarchical multivariable logistic regression with odds of late-stage at diagnosis (stage III-IV), was used.

Results: the majority (59%) of the included 3497 women were diagnosed with late-stage BC disease. The effect of health system-level factors on late-stage BC diagnosis was consistent and significant even when adjusted for both socio-economic- and individual-level factors. Women diagnosed in a tertiary hospital that predominantly serves a rural population were 3 times (OR = 2.89 (95% CI: 1.40–5.97) as likely to be associated with late-stage BC diagnosis when compared to those diagnosed at a hospital that predominantly serves an urban population. Taking more than 3 months from identifying the BC problem to the first health system entry (OR = 1.66 (95% CI: 1.38–2.00)), and having luminal B (OR = 1.49 (95% CI: 1.19–1.87)) or HER2-enriched (OR = 1.64 (95% CI: 1.16–2.32)) molecular subtype as compared to luminal A, were associated with a late-stage diagnosis. Whilst having a higher socio-economic level (a wealth index of 5) reduced the probability of late-stage BC at diagnosis, (OR = 0.64 (95% CI: 0.47–0.85)).

Conclusion: advanced-stage diagnosis of BC among women in SA who access health services through the public health system was associated with both modifiable health system-level factors and non-modifiable individual-level factors. These may be considered as elements in interventions to reduce the time to diagnosis of breast cancer in women.

Text
journal.pone.0281916 - Version of Record
Available under License Creative Commons Attribution.
Download (605kB)

More information

Submitted date: 4 August 2022
Accepted/In Press date: 5 February 2023
Published date: 16 February 2023

Identifiers

Local EPrints ID: 505738
URI: http://eprints.soton.ac.uk/id/eprint/505738
ISSN: 1932-6203
PURE UUID: 24c76332-ff45-4b2d-9772-0b3b300b5a8e
ORCID for Shane A. Norris: ORCID iD orcid.org/0000-0001-7124-3788

Catalogue record

Date deposited: 17 Oct 2025 16:34
Last modified: 18 Oct 2025 02:00

Export record

Altmetrics

Contributors

Author: Witness Mapanga
Author: Shane A. Norris ORCID iD
Author: Ashleigh Craig
Author: et al

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×