Back to Search Start Over

Immunophenotype‐associated gene signature in ductal breast tumors varies by receptor subtype, but the expression of individual signature genes remains consistent

Authors :
Ana I. Vazquez
Michael Behring
Prachi Bajpai
Sumit Agarwal
Hyung-Gyoon Kim
Amr Elkholy
Upender Manne
Yuanfan Ye
Sadeep Shrestha
Howard W. Wiener
Akinyemi I. Ojesina
Source :
Cancer Medicine, Vol 10, Iss 16, Pp 5712-5720 (2021), Cancer Medicine
Publication Year :
2021
Publisher :
Wiley, 2021.

Abstract

Background In silico deconvolution of invasive immune cell infiltration in bulk breast tumors helps characterize immunophenotype, expands treatment options, and influences survival endpoints. In this study, we identify the differential expression (DE) of the LM22 signature to classify immune‐rich and ‐poor breast tumors and evaluate immune infiltration by receptor subtype and lymph node metastasis. Methods Using publicly available data, we applied the CIBERSORT algorithm to estimate immune cells infiltrating the tumor into immune‐rich and immune‐poor groups. We then tested the association of receptor subtype and nodal status with immune‐rich/poor phenotype. We used DE to test individual signature genes and over‐representation analysis for related pathways. Results CCL19 and CXCL9 expression differed between rich/poor signature groups regardless of subtype. Overexpression of CHI3L2 and FES was observed in triple negative breast cancers (TNBCs) relative to other subtypes in immune‐rich tumors. Non‐signature genes, LYZ, C1QB, CORO1A, EVI2B, GBP1, PSMB9, and CD52 were consistently overexpressed in immune‐rich tumors, and SCUBE2 and GRIA2 were associated with immune‐poor tumors. Immune‐rich tumors had significant upregulation of genes/pathways while none were identified in immune‐poor tumors. Conclusions Overall, the proportion of immune‐rich/poor tumors differed by subtype; however, a subset of 10 LM22 genes that marked immune‐rich status remained the same across subtype. Non‐LM22 genes differentially expressed between the phenotypes suggest that the biologic processes responsible for immune‐poor phenotype are not yet well characterized.<br />Our approach classified 2369 patients into two groups (immune‐rich, and immune‐poor) using an immune cell expression signature. The overall frequency of immune‐rich versus immune‐poor tumors differed by receptor subtype, however the specific signature genes remained the same, suggesting that signature expression is a stronger determinant of immune infiltration than receptor subtype.

Details

ISSN :
20457634
Volume :
10
Database :
OpenAIRE
Journal :
Cancer Medicine
Accession number :
edsair.doi.dedup.....7714f8d0b187993d03bddc3f47cf95e3
Full Text :
https://doi.org/10.1002/cam4.4095