TY - JOUR
T1 - HMGA2 Expression Predicts Subtype, Survival, and Treatment Outcome in Pancreatic Ductal Adenocarcinoma
AU - Yamamoto, Naomi
AU - Dobersch, Stephanie
AU - Loveless, Ian
AU - Samraj, Annie N.
AU - Jang, Gun Ho
AU - Haraguchi, Miki
AU - Kang, Liang I.
AU - Ruzinova, Marianna B.
AU - Vij, Kiran R.
AU - Mudd, Jacqueline L.
AU - Walsh, Thomas
AU - Safyan, Rachael A.
AU - Chiorean, Elena Gabriela
AU - Hingorani, Sunil R.
AU - Bolton, Nathan M.
AU - Li, Li
AU - Fields, Ryan C.
AU - DeNardo, David G.
AU - Notta, Faiyaz
AU - Crawford, Howard C.
AU - Steele, Nina G.
AU - Kugel, Sita
N1 - Publisher Copyright:
©2024 American Association for Cancer Research.
PY - 2025/2/15
Y1 - 2025/2/15
N2 - Purpose: The purpose of this study was to establish HMGA2 as a marker of basal-like disease in pancreatic ductal adenocarcinoma (PDAC) and explore its use as a biomarker for prognosis and treatment resistance. Experimental Design: We identified high-mobility group A2 (HMGA2) protein expression in basal PDAC cells in a single-cell RNA sequencing (RNA-seq) atlas of 172 patient samples. We then analyzed HMGA2 expression, along with expression of the classic marker GATA-binding factor 6 (GATA6), in a cohort of 580 PDAC samples with multiplex IHC. We further supplemented these data with an additional 30 diverse patient samples and multiple independent single-cell RNA-seq databases. Results: We found that expression of HMGA2, but not previously described basal markers cytokeratins 5 or 17, predicted overall survival in our cohort. Combining HMGA2 and GATA6 statuses allowed for the identification of two key study groups: an HMGA2+/GATA6- cohort with worse survival, low tumor-infiltrating CD8+ T cells, increased FAP+ fibroblasts, and poorer response to gemcitabine-based chemotherapies (n = 94, median survival = 11.2 months after surgery) and an HMGA2-/ GATA6+ cohort with improved survival, increased CD8+ T-cell infiltrate, decreased FAP+ fibroblasts, and improved survival with gemcitabine-based chemotherapy (n = 198, median survival = 21.7 months after surgery). HMGA2 was also prognostic for overall survival in RNA-seq from an independent cohort. Conclusions: IHC stratification of primary tumors by HMGA2 and GATA6 statuses in pancreatic cancer is associated with differential outcomes, survival following chemotherapy, and tumor microenvironments. As a nuclear marker for basal disease, HMGA2 complements GATA6 to identify disease subtypes in PDAC.
AB - Purpose: The purpose of this study was to establish HMGA2 as a marker of basal-like disease in pancreatic ductal adenocarcinoma (PDAC) and explore its use as a biomarker for prognosis and treatment resistance. Experimental Design: We identified high-mobility group A2 (HMGA2) protein expression in basal PDAC cells in a single-cell RNA sequencing (RNA-seq) atlas of 172 patient samples. We then analyzed HMGA2 expression, along with expression of the classic marker GATA-binding factor 6 (GATA6), in a cohort of 580 PDAC samples with multiplex IHC. We further supplemented these data with an additional 30 diverse patient samples and multiple independent single-cell RNA-seq databases. Results: We found that expression of HMGA2, but not previously described basal markers cytokeratins 5 or 17, predicted overall survival in our cohort. Combining HMGA2 and GATA6 statuses allowed for the identification of two key study groups: an HMGA2+/GATA6- cohort with worse survival, low tumor-infiltrating CD8+ T cells, increased FAP+ fibroblasts, and poorer response to gemcitabine-based chemotherapies (n = 94, median survival = 11.2 months after surgery) and an HMGA2-/ GATA6+ cohort with improved survival, increased CD8+ T-cell infiltrate, decreased FAP+ fibroblasts, and improved survival with gemcitabine-based chemotherapy (n = 198, median survival = 21.7 months after surgery). HMGA2 was also prognostic for overall survival in RNA-seq from an independent cohort. Conclusions: IHC stratification of primary tumors by HMGA2 and GATA6 statuses in pancreatic cancer is associated with differential outcomes, survival following chemotherapy, and tumor microenvironments. As a nuclear marker for basal disease, HMGA2 complements GATA6 to identify disease subtypes in PDAC.
UR - http://www.scopus.com/inward/record.url?scp=85219494396&partnerID=8YFLogxK
U2 - 10.1158/1078-0432.CCR-24-2200
DO - 10.1158/1078-0432.CCR-24-2200
M3 - Article
C2 - 39680021
AN - SCOPUS:85219494396
SN - 1078-0432
VL - 31
SP - 733
EP - 745
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 4
ER -