Spatially-resolved single-cell assessment of pancreatic cancer expression subtypes reveals co-expressor phenotypes and extensive intra-tumoral heterogeneity.
Hannah L WilliamsAndressa Dias CostaJinming ZhangSrivatsan RaghavanPeter S WinterKevin S KapnerScott P GinebaughSara A VäyrynenJuha P VäyrynenChen YuanAndrew W NaviaJunning WangAnnan YangTimothy L BosseRadha L KalekarKristen E LowderMai Chan LauDalia ElganainyVicente Morales-OyarvideDouglas A RubinsonHarshabad SinghKimberley J PerezJames M ClearyThomas E ClancyJiping WangJoseph D ManciasLauren K BraisEmma R HillMargaret M KozakDavid C LinehanRichard F DunneDaniel T ChangAlbert C KoongAram F HezelWilliam C HahnAlex K ShalekAndrew J AguirreJonathan Andrew NowakBrian M WolpinPublished in: Cancer research (2022)
Pancreatic ductal adenocarcinoma (PDAC) has been classified into classical and basal-like transcriptional subtypes by bulk RNA measurements. However, recent work has uncovered greater complexity to transcriptional subtypes than was initially appreciated using bulk RNA expression profiling. To provide a deeper understanding of PDAC subtypes, we developed a multiplex immunofluorescence (mIF) pipeline that quantifies protein expression of six PDAC subtype markers (CLDN18.2, TFF1, GATA6, KRT17, KRT5, and S100A2) and permits spatially resolved, single-cell interrogation of pancreatic tumors from resection specimens and core needle biopsies. Both primary and metastatic tumors displayed striking intra-tumoral subtype heterogeneity that was associated with patient outcomes, existed at the scale of individual glands, and was significantly reduced in patient-derived organoid cultures. Tumor cells co-expressing classical and basal markers were present in >90% of tumors, existed on a basal-classical polarization continuum, and were enriched in tumors containing a greater admixture of basal and classical cell populations. Cell-cell neighbor analyses within tumor glands further suggested that co-expressor cells may represent an intermediate state between expression subtype poles. The extensive intra-tumoral heterogeneity identified through this clinically applicable mIF pipeline may inform prognosis and treatment selection for patients with PDAC.