PAM50 intrinsic subtypes, risk of recurrence score and breast cancer survival in HIV-positive and HIV-negative patients-a South African cohort study

Breast Cancer Res Treat. 2023 Aug;200(3):337-346. doi: 10.1007/s10549-023-06969-1. Epub 2023 Jun 2.

Abstract

Purpose: Treatment decision making for patients with breast cancer increasingly depends on analysis of markers or systems for estimating risk of breast cancer recurrence. Breast cancer intrinsic subtypes and risk of recurrence (ROR) scores have been found to be valuable in predicting survival and determining optimal treatment for individual patients. We studied the association of breast cancer survival with the PAM50 gene expression assay in HIV-positive and HIV-negative patients.

Method: RNA was extracted from formalin-fixed paraffin-embedded specimens of histologically confirmed invasive carcinoma and was purified using the AllPrep® DNA/RNA FFPE kit, Qiagen (Hilden, Germany). The NanoString RUO PAM50 algorithm was used to determine the molecular subtype and the risk of recurrence score of each sample. The overall and disease-free survival were determined with comparison made among HIV-positive and -negative patients. We then generated Kaplan-Meier survival curves, calculated p-values and estimated hazard ratios and their 95% confidence intervals using Cox regression models.

Results: Of the 384 RNA samples analysed, 98.4% met the required RNA quality standard and the specified QC threshold for the test. Luminal B was the most common PAM50 intrinsic subtype and 82.1% of patients were at high risk for disease recurrence based on ROR score. HIV infection, PAM50-based HER2-enriched and basal-like intrinsic subtypes, and high ROR were associated with poor overall and disease-free survival. HIV-positive patients with luminal A & B subtypes had significantly worse survival outcomes than HIV-negative luminal patents.

Conclusion: Aggressive tumour biology was common in our cohort. HIV infection, PAM50 HER2-enriched,basal-like intrinsic subtypes and high ROR score were associated with poor overall and disease-free survival. HIV infection impacted survival in patients with luminal subtypes only.

Keywords: Breast cancer; Gene expression assay; HIV; Intrinsic subtypes; Risk of Recurrence score; Survival.

MeSH terms

  • Biomarkers, Tumor
  • Breast Neoplasms* / pathology
  • Cohort Studies
  • Female
  • HIV Infections* / complications
  • Humans
  • Neoplasm Recurrence, Local / genetics
  • Prognosis
  • RNA
  • Receptor, ErbB-2 / genetics
  • Receptor, ErbB-2 / metabolism
  • South Africa / epidemiology

Substances

  • RNA
  • Receptor, ErbB-2
  • Biomarkers, Tumor