Metastasis occurs in the majority of pancreatic ductal adenocarcinoma (PDAC) patients at diagnosis or following resection. Patients with liver metastasis and those with lung metastasis have ...significantly different prognosis. Here, we sought to understand how cancer-associated fibroblasts (CAFs) play roles in the development of organ-specific metastasis.
PDAC tumor cell lines established from the primary tumors with liver and lung metastasis potentials, respectively, in Kras/p53 mutation conditional knock-in (KPC) mice were co-cultured with matched CAFs or mouse mesenchymal stem cells. CAFs were isolated from metastases and subjected to DNA methylation and whole transcriptomic RNA sequencing analysis.
The ability of mouse PDAC tumor cell lines in developing liver or lung-specific metastases was demonstrated in orthotopic models. Tumor cells associated with liver metastasis potential, but not those associated with lung metastasis potential, induced the methylation of metabolism genes including NQO1 and ALDH1a3 and subsequent downregulated mRNA expression of a broader group of metabolism genes in CAFs. DNA methylation and downregulation of metabolism genes in CAFs in liver metastasis, but not those in lung metastasis, appeared to be regulated by DNA methyltransferase. Tumor cells associated with liver metastasis potential, but not those associated with lung metastasis potential, induce inflammatory CAF (iCAF) signatures. CAFs from liver metastasis demonstrated a more homogenous iCAF phenotype, whereas CAFs from lung metastasis maintained the heterogeneity.
PDAC with organ-specific metastatic potentials has different capacities in inducing methylation of metabolism genes in CAFs, modulating CAF phenotypes, and resulting in different levels of heterogeneity of CAFs in different metastatic niches.
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IZUM, KILJ, NUK, PILJ, PNG, SAZU, UL, UM, UPUK
Background Novel immunotherapy combination therapies have improved outcomes for patients with hepatocellular carcinoma (HCC), but responses are limited to a subset of patients. Little is known about ...the inter- and intra-tumor heterogeneity in cellular signaling networks within the HCC tumor microenvironment (TME) that underlie responses to modern systemic therapy. Methods We applied spatial transcriptomics (ST) profiling to characterize the tumor microenvironment in HCC resection specimens from a prospective clinical trial of neoadjuvant cabozantinib, a multi-tyrosine kinase inhibitor that primarily blocks VEGF, and nivolumab, a PD-1 inhibitor in which 5 out of 15 patients were found to have a pathologic response at the time of resection. Results ST profiling demonstrated that the TME of responding tumors was enriched for immune cells and cancer-associated fibroblasts (CAF) with pro-inflammatory signaling relative to the non-responders. The enriched cancer-immune interactions in responding tumors are characterized by activation of the PAX5 module, a known regulator of B cell maturation, which colocalized with spots with increased B cell marker expression suggesting strong activity of these cells. HCC-CAF interactions were also enriched in the responding tumors and were associated with extracellular matrix (ECM) remodeling as there was high activation of FOS and JUN in CAFs adjacent to the tumor. The ECM remodeling is consistent with proliferative fibrosis in association with immune-mediated tumor regression. Among the patients with major pathologic responses, a single patient experienced early HCC recurrence. ST analysis of this clinical outlier demonstrated marked tumor heterogeneity, with a distinctive immune-poor tumor region that resembles the non-responding TME across patients and was characterized by HCC-CAF interactions and expression of cancer stem cell markers, potentially mediating early tumor immune escape and recurrence in this patient. Conclusions These data show that responses to modern systemic therapy in HCC are associated with distinctive molecular and cellular landscapes and provide new targets to enhance and prolong responses to systemic therapy in HCC. Keywords: Hepatocellular carcinoma, Spatial transcriptomics, Therapeutic resistance, Neoadjuvant therapy, Immunotherapy, Tumor recurrence
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IZUM, KILJ, NUK, PILJ, PNG, SAZU, UL, UM, UPUK
Most patients with pancreatic ductal adenocarcinoma (PDA) present with metastatic disease at the time of diagnosis or will recur with metastases after surgical treatment. Semaphorin-plexin signaling ...mediates the migration of neuronal axons during development and of blood vessels during angiogenesis. The expression of the gene encoding semaphorin 3D (Sema3D) is increased in PDA tumors, and the presence of antibodies against the pleiotropic protein annexin A2 (AnxA2) in the sera of some patients after surgical resection of PDA is associated with longer recurrence-free survival. By knocking out AnxA2 in a transgenic mouse model of PDA (KPC) that recapitulates the progression of human PDA from premalignancy to metastatic disease, we found that AnxA2 promoted metastases in vivo. The expression of AnxA2 promoted the secretion of Sema3D from PDA cells, which coimmunoprecipitated with the co-receptor plexin D1 (PlxnD1) on PDA cells. Mouse PDA cells in which SEMA3D was knocked down or ANXA2-null PDA cells exhibited decreased invasive and metastatic potential in culture and in mice. However, restoring Sema3D in AnxA2-null cells did not entirely rescue metastatic behavior in culture and in vivo, suggesting that AnxA2 mediates additional prometastatic mechanisms. Patients with primary PDA tumors that have abundant Sema3D have widely metastatic disease and decreased survival compared to patients with tumors that have relatively low Sema3D abundance. Thus, AnxA2 and Sema3D may be new therapeutic targets and prognostic markers of metastatic PDA.
The aggressiveness of pancreatic ductal adenocarcinoma (PDA) is characterized by its high metastatic potential and lack of effective therapies, which is the result of a lack of understanding of the ...mechanisms involved in promoting PDA metastases. We identified Annexin A2 (ANXA2), a member of the Annexin family of calcium-dependent phospholipid binding proteins, as a new molecule that promotes PDA invasion and metastases. We found ANXA2 to be a PDA-associated antigen recognized by post-treatment sera of patients who demonstrated prolonged survival following treatment with a PDA-specific vaccine. Cell surface ANXA2 increases with PDA development and progression. Knockdown of ANXA2 expression by RNA interference or blocking with anti-ANXA2 antibodies inhibits in vitro invasion of PDA cells. In addition, post-vaccination patient sera inhibits in vitro invasion of PDA cells, suggesting that therapeutic anti-ANXA2 antibodies are induced by the vaccine. Furthermore, cell-surface localization of ANXA2 is tyrosine 23 phosphorylation-dependent; and tyrosine 23 phosphorylation is required for PDA invasion. We demonstrated that tyrosine 23 phosphorylation resulting in surface expression of ANXA2 is required for TGFβ-induced, Rho-mediated epithelial-mesenchymal transition (EMT), linking the cellular function of ANXA2 which was previously shown to be associated with small GTPase-regulated cytoskeletal rearrangements, to the EMT process in PDA. Finally, using mouse PDA models, we showed that shRNA knock-down of ANXA2, a mutation at tyrosine 23, or anti-ANXA2 antibodies, inhibit PDA metastases and prolong mouse survival. Thus, ANXA2 is part of a novel molecular pathway underlying PDA metastases and a new target for development of PDA therapeutics.
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DOBA, IZUM, KILJ, NUK, PILJ, PNG, SAZU, SIK, UILJ, UKNU, UL, UM, UPUK
Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer death worldwide with a minority of patients being diagnosed early enough for curative-intent interventions. We report the first ...use of preoperative cabozantinib plus nivolumab to successfully downstage what presented as unresectable HCC as part of an ongoing phase 1b study. Preoperative treatment with cabozantinib and nivolumab led to >99% reduction in alpha-fetoprotein, −37.3% radiographic reduction by RECIST 1.1 and a near complete pathologic response (80% to 100% necrosis). An integrated immunological analysis was performed on the post-treatment surgical tumor sample and matched pre-treatment and post-treatment peripheral blood samples with high-dimensional imaging and cytometry techniques. Bayesian non-negative matrix factorization (CoGAPS, Coordinated Gene Activity in Pattern Sets) and self-organizing map (FlowSOM) algorithms were used to distinguish changes in functional markers across cellular neighborhoods in the single cell data sets. Brisk immunological infiltration into the tumor microenvironment was observed in non-random, organized cellular neighborhoods. Systemically, combination therapy led to marked promotion of effector cytotoxic T cells and effector memory helper T cells. Natural killer cells also increased with therapy. The patient remains without disease recurrence and with a normal alpha-fetoprotein approximately 2 years from presentation. Our study provides proof-of-concept that borderline resectable or locally advanced HCC warrants consideration of downstaging with effective neoadjuvant systemic therapy for subsequent curative resection.
High-throughput chemosensitivity testing of low-passage cancer cell lines can be used to prioritize agents for personalized chemotherapy. However, generating cell lines from primary cancers is ...difficult because contaminating stromal cells overgrow the malignant cells.
We produced a series of hypoxanthine phosphoribosyl transferase (hprt)-null immunodeficient mice. During growth of human cancers in these mice, hprt-null murine stromal cells replace their human counterparts.
Pancreatic and ovarian cancers explanted from these mice were grown in selection media to produce pure human cancer cell lines. We screened one cell line with a 3,131-drug panel and identified 77 U.S. Food and Drug Administration (FDA)-approved drugs with activity, and two novel drugs to which the cell line was uniquely sensitive. Xenografts of this carcinoma were selectively responsive to both drugs.
Chemotherapy can be personalized using patient-specific cell lines derived in biochemically selectable mice.
Abstract
Recent advances have enabled the integration of T cell receptor (TCR) sequencing into spatial transcriptomics. Current approaches yield critical information about in situ T cell responses ...directly from relevant tissues, yet are largely limited to alpha/beta TCRs, leaving the clonal dynamics of B cells and gamma/delta T cells underexplored. We therefore modified our previously reported ultra-efficient immune receptor repertoire sequencing (IRR-seq) method, Framework Region 3 AmplifiKation Sequencing (FR3AK-seq), for compatibility with the 10X Genomics Visium spatial transcriptomics platform. Here we report simultaneous acquisition of alpha/beta TCR, gamma/delta TCR, and immunoglobulin (B cell receptor, BCR) heavy/light chain sequences from a single multiplexed FR3AK-seq reaction using Visium transcriptomics-generated cDNA libraries. More specifically, we used the Visium spatial transcriptomics protocol to generate cDNA from serial sections of a lymph node with a metastatic lesion obtained from a patient with pancreatic ductal adenocarcinoma previously treated with immunotherapy. Notably, we detected sequences from all IRR chains as expected from the abundant immune infiltrates within these sections. Furthermore, we found that multiplexed FR3AK-seq yields technically reproducible repertoires, with the TCR beta chain repertoires also comparable to those obtained using a previously published method. We anticipate that this simple extension of the Visium technology will accelerate the simultaneous and comprehensive examination of in situ IRR dynamics beyond alpha/beta T cells.
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