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1.
Cell ; 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-39383862

ABSTRACT

Aberrant expression of repeat RNAs in pancreatic ductal adenocarcinoma (PDAC) mimics viral-like responses with implications on tumor cell state and the response of the surrounding microenvironment. To better understand the relationship of repeat RNAs in human PDAC, we performed spatial molecular imaging at single-cell resolution in 46 primary tumors, revealing correlations of high repeat RNA expression with alterations in epithelial state in PDAC cells and myofibroblast phenotype in cancer-associated fibroblasts (CAFs). This loss of cellular identity is observed with dosing of extracellular vesicles (EVs) and individual repeat RNAs of PDAC and CAF cell culture models pointing to cell-cell intercommunication of these viral-like elements. Differences in PDAC and CAF responses are driven by distinct innate immune signaling through interferon regulatory factor 3 (IRF3). The cell-context-specific viral-like responses to repeat RNAs provide a mechanism for modulation of cellular plasticity in diverse cell types in the PDAC microenvironment.

2.
Cell ; 178(1): 160-175.e27, 2019 06 27.
Article in English | MEDLINE | ID: mdl-31155233

ABSTRACT

Single-cell technologies have described heterogeneity across tissues, but the spatial distribution and forces that drive single-cell phenotypes have not been well defined. Combining single-cell RNA and protein analytics in studying the role of stromal cancer-associated fibroblasts (CAFs) in modulating heterogeneity in pancreatic cancer (pancreatic ductal adenocarcinoma [PDAC]) model systems, we have identified significant single-cell population shifts toward invasive epithelial-to-mesenchymal transition (EMT) and proliferative (PRO) phenotypes linked with mitogen-activated protein kinase (MAPK) and signal transducer and activator of transcription 3 (STAT3) signaling. Using high-content digital imaging of RNA in situ hybridization in 195 PDAC tumors, we quantified these EMT and PRO subpopulations in 319,626 individual cancer cells that can be classified within the context of distinct tumor gland "units." Tumor gland typing provided an additional layer of intratumoral heterogeneity that was associated with differences in stromal abundance and clinical outcomes. This demonstrates the impact of the stroma in shaping tumor architecture by altering inherent patterns of tumor glands in human PDAC.


Subject(s)
Cancer-Associated Fibroblasts/metabolism , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Tumor Microenvironment , Animals , Cell Proliferation , Coculture Techniques , Epithelial-Mesenchymal Transition , Female , HEK293 Cells , Heterografts , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Mitogen-Activated Protein Kinases/metabolism , RNA-Seq , STAT3 Transcription Factor/metabolism , Stromal Cells/metabolism , Transfection
3.
Cell ; 158(5): 1110-1122, 2014 Aug 28.
Article in English | MEDLINE | ID: mdl-25171411

ABSTRACT

Circulating tumor cell clusters (CTC clusters) are present in the blood of patients with cancer but their contribution to metastasis is not well defined. Using mouse models with tagged mammary tumors, we demonstrate that CTC clusters arise from oligoclonal tumor cell groupings and not from intravascular aggregation events. Although rare in the circulation compared with single CTCs, CTC clusters have 23- to 50-fold increased metastatic potential. In patients with breast cancer, single-cell resolution RNA sequencing of CTC clusters and single CTCs, matched within individual blood samples, identifies the cell junction component plakoglobin as highly differentially expressed. In mouse models, knockdown of plakoglobin abrogates CTC cluster formation and suppresses lung metastases. In breast cancer patients, both abundance of CTC clusters and high tumor plakoglobin levels denote adverse outcomes. Thus, CTC clusters are derived from multicellular groupings of primary tumor cells held together through plakoglobin-dependent intercellular adhesion, and though rare, they greatly contribute to the metastatic spread of cancer.


Subject(s)
Breast Neoplasms/pathology , Neoplasm Metastasis/pathology , Neoplastic Cells, Circulating/pathology , Animals , Breast Neoplasms/physiopathology , Cell Line, Tumor , Disease Models, Animal , Female , Humans , Male , Mice , Mice, Inbred NOD , Mice, SCID , Prostatic Neoplasms/pathology , Prostatic Neoplasms/physiopathology , Sequence Analysis, RNA , Single-Cell Analysis , gamma Catenin/metabolism
4.
Mol Cell ; 73(5): 985-1000.e6, 2019 03 07.
Article in English | MEDLINE | ID: mdl-30711375

ABSTRACT

Hyper-phosphorylation of RB controls its interaction with E2F and inhibits its tumor suppressor properties. However, during G1 active RB can be mono-phosphorylated on any one of 14 CDK phosphorylation sites. Here, we used quantitative proteomics to profile protein complexes formed by each mono-phosphorylated RB isoform (mP-RB) and identified the associated transcriptional outputs. The results show that the 14 sites of mono-phosphorylation co-ordinate RB's interactions and confer functional specificity. All 14 mP-RBs interact with E2F/DP proteins, but they provide different shades of E2F regulation. RB mono-phosphorylation at S811, for example, alters RB transcriptional activity by promoting its association with NuRD complexes. The greatest functional differences between mP-RBs are evident beyond the cell cycle machinery. RB mono-phosphorylation at S811 or T826 stimulates the expression of oxidative phosphorylation genes, increasing cellular oxygen consumption. These results indicate that RB activation signals are integrated in a phosphorylation code that determines the diversity of RB activity.


Subject(s)
Breast Neoplasms/metabolism , Retinoblastoma Protein/metabolism , Signal Transduction , Breast Neoplasms/genetics , Cell Line, Tumor , E2F Transcription Factors/genetics , E2F Transcription Factors/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , Mi-2 Nucleosome Remodeling and Deacetylase Complex/genetics , Mi-2 Nucleosome Remodeling and Deacetylase Complex/metabolism , Mutation , Oxidative Phosphorylation , Phosphorylation , Protein Binding , Proteomics/methods , Retinoblastoma Protein/genetics , Signal Transduction/genetics , Transcription, Genetic
5.
Blood ; 142(21): 1831-1844, 2023 11 23.
Article in English | MEDLINE | ID: mdl-37699201

ABSTRACT

Severe acute graft-versus-host disease (aGVHD) is associated with significant mortality and morbidity, especially in steroid-resistant (SR) cases. Spatial transcriptomic technology can elucidate tissue-based interactions in vivo and possibly identify predictors of treatment response. Tissue sections from 32 treatment-naïve patients with biopsy-confirmed lower gastrointestinal (GI) aGVHD were obtained. The GeoMx digital spatial profiler was used to capture transcriptome profiles of >18 000 genes from different foci of immune infiltrates, colonic epithelium, and vascular endothelium. Each tissue compartment sampled showed 2 distinct clusters that were analyzed for differential expression and spatially resolved correlation of gene signatures. Classic cell-mediated immunity signatures, normal differentiated epithelial cells, and inflamed vasculature dominated foci sampled from steroid-sensitive cases. In contrast, a neutrophil predominant noncanonical inflammation with regenerative epithelial cells and some indication of angiogenic endothelial response was overrepresented in areas from SR cases. Evaluation of potential prognostic biomarkers identified ubiquitin specific peptidase 17-like (USP17L) family of genes as being differentially expressed in immune cells from patients with worsened survival. In summary, we demonstrate distinct tissue niches with unique gene expression signatures within lower GI tissue from patients with aGVHD and provide evidence of a potential prognostic biomarker.


Subject(s)
Graft vs Host Disease , Hematopoietic Stem Cell Transplantation , Humans , Transcriptome , Graft vs Host Disease/drug therapy , Graft vs Host Disease/genetics , Immunity, Cellular , Steroids/therapeutic use , Intestinal Mucosa , Acute Disease
6.
Nucleic Acids Res ; 51(21): 11453-11465, 2023 Nov 27.
Article in English | MEDLINE | ID: mdl-37823611

ABSTRACT

SINE-VNTR-Alu (SVA) retrotransposons are evolutionarily young and still-active transposable elements (TEs) in the human genome. Several pathogenic SVA insertions have been identified that directly mutate host genes to cause neurodegenerative and other types of diseases. However, due to their sequence heterogeneity and complex structures as well as limitations in sequencing techniques and analysis, SVA insertions have been less well studied compared to other mobile element insertions. Here, we identified polymorphic SVA insertions from 3646 whole-genome sequencing (WGS) samples of >150 diverse populations and constructed a polymorphic SVA insertion reference catalog. Using 20 long-read samples, we also assembled reference and polymorphic SVA sequences and characterized the internal hexamer/variable-number-tandem-repeat (VNTR) expansions as well as differing SVA activity for SVA subfamilies and human populations. In addition, we developed a module to annotate both reference and polymorphic SVA copies. By characterizing the landscape of both reference and polymorphic SVA retrotransposons, our study enables more accurate genotyping of these elements and facilitate the discovery of pathogenic SVA insertions.


Subject(s)
Genome, Human , Retroelements , Humans , Alu Elements , Genome, Human/genetics , Minisatellite Repeats/genetics , Retroelements/genetics , Short Interspersed Nucleotide Elements
7.
Proc Natl Acad Sci U S A ; 119(43): e2209563119, 2022 10 25.
Article in English | MEDLINE | ID: mdl-36256815

ABSTRACT

The successful application of antibody-based therapeutics in either primary or metastatic cancer depends upon the selection of rare cell surface epitopes that distinguish cancer cells from surrounding normal epithelial cells. By contrast, as circulating tumor cells (CTCs) transit through the bloodstream, they are surrounded by hematopoietic cells with dramatically distinct cell surface proteins, greatly expanding the number of targetable epitopes. Here, we show that an antibody (23C6) against cadherin proteins effectively suppresses blood-borne metastasis in mouse isogenic and xenograft models of triple negative breast and pancreatic cancers. The 23C6 antibody is remarkable in that it recognizes both the epithelial E-cadherin (CDH1) and mesenchymal OB-cadherin (CDH11), thus overcoming considerable heterogeneity across tumor cells. Despite its efficacy against single cells in circulation, the antibody does not suppress primary tumor formation, nor does it elicit detectable toxicity in normal epithelial organs, where cadherins may be engaged within intercellular junctions and hence inaccessible for antibody binding. Antibody-mediated suppression of metastasis is comparable in matched immunocompetent and immunodeficient mouse models. Together, these studies raise the possibility of antibody targeting CTCs within the vasculature, thereby suppressing blood-borne metastasis.


Subject(s)
Breast Neoplasms , Neoplastic Cells, Circulating , Pancreatic Neoplasms , Humans , Animals , Mice , Female , Epithelial-Mesenchymal Transition , Cell Line, Tumor , Cadherins/metabolism , Neoplastic Cells, Circulating/pathology , Neoplastic Processes , Pancreatic Neoplasms/drug therapy , Mice, Nude , Mice, SCID , Epitopes , Breast Neoplasms/drug therapy , Neoplasm Metastasis , Pancreatic Neoplasms
8.
Ann Surg ; 276(5): e502-e509, 2022 11 01.
Article in English | MEDLINE | ID: mdl-33086310

ABSTRACT

OBJECTIVE: The objective of this study was to characterize the patterns of first recurrence after curative-intent resection for pancreatic adenocarcinoma (PDAC). SUMMARY OF BACKGROUND DATA: We evaluated the first site of recurrence after neoadjuvant treatment as locoregional (LR) or distant metastasis (DM). To validate our findings, we evaluated the pattern from 2 phase II clinical trials evaluating neoadjuvant chemotherapy (NAC) in PDAC. METHODS: We identified site of first recurrence from a retrospective cohort of patients from 2011 to 2017 treated with NAC followed by chemoradiation and then an operation or an operation first followed by adjuvant therapy, and 2 separate prospective cohorts of patients derived from 2 phase II clinical trials evaluating patients treated with NAC in borderline-resectable and locally advanced PDAC. RESULTS: In the retrospective cohorts, 160 out of 285 patients (56.1%) recurred after a median disease-free survival (mDFS) of 17.2 months. The pattern of recurrence was DM in 81.9% of patients, versus LR in 11.1%. This pattern was consistent in patients treated with upfront resection and adjuvant chemotherapy (DM 83.0%, LR 16.9%) regardless of margin-involvement (DM 80.1%, LR 19.4%). The use of NAC did not alter pattern of recurrence; 81.7% had DM and 18.3% had LR. This pattern also remained consistent regardless of margin-involvement (DM 94.1%, LR 5.9%). In the Phase II borderline-resectable trial (NCI# 01591733) cohort of 32 patients, the mDFS was 34.2 months. Pattern of recurrence remained predominantly DM (88.9%) versus LR (11.1%). In the Phase II locally-advanced trial (NCI# 01821729) cohort of 34 patients, the mDFS was 30.7 months. Although there was a higher rate of local recurrence in this cohort, pattern of first recurrence remained predominantly DM (66.6%) versus LR (33.3%) and remained consistent independent of margin-status. CONCLUSIONS: The pattern of recurrence in PDAC is predominantly DM rather than LR, and is consistent regardless of the use of NAC and margin involvement.


Subject(s)
Adenocarcinoma , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Adenocarcinoma/drug therapy , Adenocarcinoma/etiology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/pathology , Humans , Neoadjuvant Therapy , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/pathology , Prospective Studies , Retrospective Studies , Pancreatic Neoplasms
9.
Mod Pathol ; 35(11): 1723-1731, 2022 11.
Article in English | MEDLINE | ID: mdl-35590108

ABSTRACT

Mucinous adenocarcinoma (MAD), the most common subtype of colonic adenocarcinoma (CA), requires >50% intratumoral mucin. There is limited data regarding the impact of MAD on key lymphocyte subsets and therapeutically critical immune elements. In this study we address: (1) the definition of MAD, (2) grading of MAD, and (3) the impact of MAD and extracellular mucin on intratumoral immune milieu. Estimation of the percentage of intratumoral mucin was performed by two pathologists. Tissue microarrays were stained for immune markers including CD8, CD163, PD-L1, FoxP3, ß2 microglobulin, HLA class I, and HLA class II. Immunohistochemistry for BRAF V600E was performed. MMR status was determined on immunohistochemistry for MSH2, MSH6, MLH1, PMS2. Manual and automated HALO platforms were used for quantification. The 903 CAs included 62 (6.9%) MAD and 841 CA with ≤ 50% mucin. We identified 225 CAs with mucinous differentiation, defined by ≥10% mucin. On univariate analysis neither cut point, 50% (p = 0.08) and 10% (p = 0.08) mucin, correlated with disease-specific survival (DSS). There were no differences in key clinical, histological and molecular features between MAD and CA with mucinous differentiation. On univariate analysis of patients with MAD, tumor grade correlated with DSS (p = 0.0001) while MMR status did not (p = 0.86). There was no statistically significant difference in CD8 (P = 0.17) and CD163 (P = 0.05) positive immune cells between MAD and conventional CA. However, deficient (d) MMR MADs showed fewer CD8 (P = 0.0001), CD163 (P = 0.0001) and PD-L1 (P = 0.003) positive immune cells compared to proficient (p)MMR MADs, a finding also seen with at 10% mucin cut point. Although MAD does not impact DSS, this study raises the possibility that the immune milieu of dMMR MADs and tumors with > =10% mucin may differ from pMMR MADs and tumors with <10% mucin, a finding that may impact immune-oncology based therapeutics.


Subject(s)
Adenocarcinoma, Mucinous , Colonic Neoplasms , Colorectal Neoplasms , Humans , DNA Mismatch Repair , B7-H1 Antigen/genetics , MutS Homolog 2 Protein/genetics , Mismatch Repair Endonuclease PMS2/genetics , Proto-Oncogene Proteins B-raf/genetics , Adenocarcinoma, Mucinous/genetics , Colonic Neoplasms/pathology , Biomarkers , Forkhead Transcription Factors , Mucins , Colorectal Neoplasms/pathology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/analysis
10.
Mod Pathol ; 35(11): 1740-1748, 2022 11.
Article in English | MEDLINE | ID: mdl-35773332

ABSTRACT

Programmed cell death ligand 1 (PD-L1) on tumor cells is a significant prognostic biomarker for a number of malignancies, although less is known about the significance of PD-L1 positive immune cells in colon carcinoma. The purpose of this study is to evaluate the role of PD-L1 in a large cohort of colon carcinomas to identify patterns of PD-L1 expression in the tumor microenvironment and its correlation with other key immune subsets to better understand the impact of these immune cells. We assessed 1218 colon carcinomas on representative tissue microarray sections, gathered relevant clinicopathologic information, and performed immunohistochemical staining for mismatch repair proteins, CD8, CD163, LAG3, PD-L1, FoxP3, and BRAF V600E. We then performed automated quantification; manual quantification was used for PD-L1 tumor cells and immune cells. Dual PD-L1/PU.1 immunostain was also performed. The majority of PD-L1 positive cells expressed PU.1 thus representing tumor-associated macrophages. Based on the median number of PD-L1 positive immune cells (7.6/mm2), we classified tumors into two classes: (1) PD-L1 immune cell low and (2) PD-L1 immune cell high. PD-L1 immune cell high colon carcinomas showed favorable prognostic pathologic features including less frequent extramural venous invasion (p = 0.0001) and lower AJCC stage (p = 0.0001); they were also more commonly associated with deficient mismatch repair (dMMR) (p = 0.0001) and BRAF V600E reactivity. PD-LI immune cell high tumors were associated with high CD8, CD163, and FoxP3 positive cells (p = 0.0001, respectively). PD-L1 immune cell high and LAG3 high colon carcinomas were associated with improved disease-specific survival (p = 0.0001 and 0.001, respectively). PD-L1 expression on tumor cells was not associated with disease-specific survival. On multivariate analysis of chemotherapy naïve stage 2 colon carcinomas, only extramural venous invasion (p = 0.002), perineural invasion (p = 0.001) and PD-L1 immune cell expression (p = 0.032) correlated with disease-specific survival. Resected colonic carcinomas with high expression of PD-L1 and LAG3 proteins on immune cells were associated with improved prognosis in colon carcinoma. The mechanism underlying the improved prognosis of colon carcinomas bearing high numbers of immunoregulatory cells needs further investigation.


Subject(s)
Carcinoma , Colonic Neoplasms , Humans , B7-H1 Antigen , Proto-Oncogene Proteins B-raf , Ligands , Colonic Neoplasms/pathology , Prognosis , Forkhead Transcription Factors , Biomarkers , Carcinoma/pathology , Lymphocytes, Tumor-Infiltrating , Biomarkers, Tumor/analysis , Tumor Microenvironment
11.
Ann Surg Oncol ; 29(12): 7372-7382, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35917013

ABSTRACT

BACKGROUND: Extramural vascular invasion (EMVI) is a known poor prognostic factor in colorectal carcinoma; however, its molecular basis has not been defined. This study aimed to assess the expression of molecular markers in EMVI positive colorectal carcinoma to understand their tumor microenvironment. METHODS: Immunohistochemistry was performed on tissue microarrays of surgically resected colorectal cancer specimens for immunological markers, and BRAFV600E mutation (and on the tissue blocks for mismatch repair proteins). Automated quantification was used for CD8, LAG3, FOXP3, PU1, and CD163, and manual quantification was used for PDL1, HLA I markers (beta-2 microglobulin, HC10), and HLA II. The Wilcoxon rank-sum test was used to compare EMVI positive and negative tumors. A logistic regression model was fitted to assess the predictive effect of biomarkers on EMVI. RESULTS: There were 340 EMVI positive and 678 EMVI negative chemo naïve tumors. PDL1 was barely expressed on tumor cells (median 0) in the entire cohort. We found a significantly lower expression of CD8, LAG3, FOXP3, PU1 cells, PDL1 positive macrophages, and beta-2 microglobulin on tumor cells in the EMVI positive subset (p ≤ 0.001). There was no association of BRAFV600E or deficient mismatch repair proteins (dMMR) with EMVI. PU1 (OR 0.8, 0.7-0.9) and low PDL1 (OR 1.6, 1.1-2.3) independently predicted EMVI on multivariate logistic regression among all biomarkers examined. CONCLUSION: There is a generalized blunting of immune response in EMVI positive colorectal carcinoma, which may contribute to a worse prognosis. Tumor-associated macrophages seem to play the most significant role in determining EMVI.


Subject(s)
Colorectal Neoplasms , Rectal Neoplasms , Colorectal Neoplasms/pathology , Colorectal Neoplasms/surgery , Forkhead Transcription Factors , Humans , Immunohistochemistry , Neoplasm Invasiveness/pathology , Prognosis , Rectal Neoplasms/pathology , Tumor Microenvironment
12.
Nature ; 537(7618): 102-106, 2016 09 01.
Article in English | MEDLINE | ID: mdl-27556950

ABSTRACT

Circulating tumour cells in women with advanced oestrogen-receptor (ER)-positive/human epidermal growth factor receptor 2 (HER2)-negative breast cancer acquire a HER2-positive subpopulation after multiple courses of therapy. In contrast to HER2-amplified primary breast cancer, which is highly sensitive to HER2-targeted therapy, the clinical significance of acquired HER2 heterogeneity during the evolution of metastatic breast cancer is unknown. Here we analyse circulating tumour cells from 19 women with ER+/HER2- primary tumours, 84% of whom had acquired circulating tumour cells expressing HER2. Cultured circulating tumour cells maintain discrete HER2+ and HER2- subpopulations: HER2+ circulating tumour cells are more proliferative but not addicted to HER2, consistent with activation of multiple signalling pathways; HER2- circulating tumour cells show activation of Notch and DNA damage pathways, exhibiting resistance to cytotoxic chemotherapy, but sensitivity to Notch inhibition. HER2+ and HER2- circulating tumour cells interconvert spontaneously, with cells of one phenotype producing daughters of the opposite within four cell doublings. Although HER2+ and HER2- circulating tumour cells have comparable tumour initiating potential, differential proliferation favours the HER2+ state, while oxidative stress or cytotoxic chemotherapy enhances transition to the HER2- phenotype. Simultaneous treatment with paclitaxel and Notch inhibitors achieves sustained suppression of tumorigenesis in orthotopic circulating tumour cell-derived tumour models. Together, these results point to distinct yet interconverting phenotypes within patient-derived circulating tumour cells, contributing to progression of breast cancer and acquisition of drug resistance.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Neoplastic Cells, Circulating/metabolism , Neoplastic Cells, Circulating/pathology , Receptor, ErbB-2/metabolism , Breast Neoplasms/drug therapy , Cell Line, Tumor , Cell Proliferation , Drug Resistance, Neoplasm , Female , Humans , Neoplastic Cells, Circulating/drug effects , Phenotype , Receptor, ErbB-2/deficiency , Receptor, Notch1/antagonists & inhibitors , Receptor, Notch1/metabolism , Signal Transduction
13.
Proc Natl Acad Sci U S A ; 116(12): 5223-5232, 2019 03 19.
Article in English | MEDLINE | ID: mdl-30819896

ABSTRACT

Tumor-stromal communication within the microenvironment contributes to initiation of metastasis and may present a therapeutic opportunity. Using serial single-cell RNA sequencing in an orthotopic mouse prostate cancer model, we find up-regulation of prolactin receptor as cancer cells that have disseminated to the lungs expand into micrometastases. Secretion of the ligand prolactin by adjacent lung stromal cells is induced by tumor cell production of the COX-2 synthetic product prostaglandin E2 (PGE2). PGE2 treatment of fibroblasts activates the orphan nuclear receptor NR4A (Nur77), with prolactin as a major transcriptional target for the NR4A-retinoid X receptor (RXR) heterodimer. Ectopic expression of prolactin receptor in mouse cancer cells enhances micrometastasis, while treatment with the COX-2 inhibitor celecoxib abrogates prolactin secretion by fibroblasts and reduces tumor initiation. Across multiple human cancers, COX-2, prolactin, and prolactin receptor show consistent differential expression in tumor and stromal compartments. Such paracrine cross-talk may thus contribute to the documented efficacy of COX-2 inhibitors in cancer suppression.


Subject(s)
Carcinogenesis/metabolism , Prolactin/metabolism , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Signal Transduction/physiology , Stromal Cells/metabolism , Animals , Carcinogenesis/drug effects , Celecoxib/pharmacology , Cell Transformation, Neoplastic/drug effects , Cell Transformation, Neoplastic/metabolism , Cell Transformation, Neoplastic/pathology , Cyclooxygenase 2/metabolism , Cyclooxygenase 2 Inhibitors/pharmacology , Dinoprostone/metabolism , Disease Models, Animal , Fibroblasts/drug effects , Fibroblasts/metabolism , Humans , Male , Mice , Nuclear Receptor Subfamily 4, Group A, Member 1/metabolism , Prostatic Neoplasms/drug therapy , Retinoid X Receptors/metabolism , Signal Transduction/drug effects , Stromal Cells/drug effects , Stromal Cells/pathology , Up-Regulation/drug effects , Up-Regulation/physiology
14.
Proc Natl Acad Sci U S A ; 116(52): 26835-26845, 2019 Dec 26.
Article in English | MEDLINE | ID: mdl-31843922

ABSTRACT

Transcriptional profiling has defined pancreatic ductal adenocarcinoma (PDAC) into distinct subtypes with the majority being classical epithelial (E) or quasi-mesenchymal (QM). Despite clear differences in clinical behavior, growing evidence indicates these subtypes exist on a continuum with features of both subtypes present and suggestive of interconverting cell states. Here, we investigated the impact of different therapies being evaluated in PDAC on the phenotypic spectrum of the E/QM state. We demonstrate using RNA-sequencing and RNA-in situ hybridization (RNA-ISH) that FOLFIRINOX combination chemotherapy induces a common shift of both E and QM PDAC toward a more QM state in cell lines and patient tumors. In contrast, Vitamin D, another drug under clinical investigation in PDAC, induces distinct transcriptional responses in each PDAC subtype, with augmentation of the baseline E and QM state. Importantly, this translates to functional changes that increase metastatic propensity in QM PDAC, but decrease dissemination in E PDAC in vivo models. These data exemplify the importance of both the initial E/QM subtype and the plasticity of E/QM states in PDAC in influencing response to therapy, which highlights their relevance in guiding clinical trials.

15.
Am J Obstet Gynecol ; 225(6): 593.e1-593.e9, 2021 12.
Article in English | MEDLINE | ID: mdl-34364845

ABSTRACT

Pregnant individuals infected with SARS-CoV-2 have higher rates of intensive care unit admission, oxygen requirement, need for mechanical ventilation, and death than nonpregnant individuals. Increased COVID-19 disease severity may be associated with an increased risk of viremia and placental infection. Maternal SARS-CoV-2 infection is also associated with pregnancy complications such as preeclampsia and preterm birth, which can be either placentally mediated or reflected in the placenta. Maternal viremia followed by placental infection may lead to maternal-fetal transmission (vertical), which affects 1% to 3% of exposed newborns. However, there is no agreed-upon or standard definition of placental infection. The National Institutes of Health/Eunice Kennedy Shriver National Institute of Child Health and Human Development convened a group of experts to propose a working definition of placental infection to inform ongoing studies of SARS-CoV-2 during pregnancy. Experts recommended that placental infection be defined using techniques that allow virus detection and localization in placental tissue by one or more of the following methods: in situ hybridization with antisense probe (detects replication) or a sense probe (detects viral messenger RNA) or immunohistochemistry to detect viral nucleocapsid or spike proteins. If the abovementioned methods are not possible, reverse transcription polymerase chain reaction detection or quantification of viral RNA in placental homogenates, or electron microscopy are alternative approaches. A graded classification for the likelihood of placental infection as definitive, probable, possible, and unlikely was proposed. Manuscripts reporting placental infection should describe the sampling method (location and number of samples collected), method of preservation of tissue, and detection technique. Recommendations were made for the handling of the placenta, examination, and sampling and the use of validated reagents and sample protocols (included as appendices).


Subject(s)
COVID-19 Testing/methods , COVID-19/diagnosis , Placenta Diseases/diagnosis , Placenta Diseases/virology , Pregnancy Complications, Infectious/diagnosis , Pregnancy Complications, Infectious/virology , SARS-CoV-2 , COVID-19 Nucleic Acid Testing , Consensus , Female , Guidelines as Topic , Humans , Immunohistochemistry , In Situ Hybridization , Microscopy, Electron , National Institute of Child Health and Human Development (U.S.) , Pregnancy , United States/epidemiology
16.
Ann Surg ; 272(3): 427-435, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32657929

ABSTRACT

OBJECTIVE: PDAC patients who undergo surgical resection and receive effective chemotherapy have the best chance of long-term survival. Unfortunately, we lack predictive biomarkers to guide optimal systemic treatment. Ex-vivo generation of PDO for pharmacotyping may serve as predictive biomarkers in PDAC. The goal of the current study was to demonstrate the clinical feasibility of a PDO-guided precision medicine framework of care. METHODS: PDO cultures were established from surgical specimens and endoscopic biopsies, expanded in Matrigel, and used for high-throughput drug testing (pharmacotyping). Efficacy of standard-of-care chemotherapeutics was assessed by measuring cell viability after drug exposure. RESULTS: A framework for rapid pharmacotyping of PDOs was established across a multi-institutional consortium of academic medical centers. Specimens obtained remotely and shipped to a central biorepository maintain viability and allowed generation of PDOs with 77% success. Early cultures maintain the clonal heterogeneity seen in PDAC with similar phenotypes (cystic-solid). Late cultures exhibit a dominant clone with a pharmacotyping profile similar to early passages. The biomass required for accurate pharmacotyping can be minimized by leveraging a high-throughput technology. Twenty-nine cultures were pharmacotyped to derive a population distribution of chemotherapeutic sensitivity at our center. Pharmacotyping rapidly-expanded PDOs was completed in a median of 48 (range 18-102) days. CONCLUSIONS: Rapid development of PDOs from patients undergoing surgery for PDAC is eminently feasible within the perioperative recovery period, enabling the potential for pharmacotyping to guide postoperative adjuvant chemotherapeutic selection. Studies validating PDOs as a promising predictive biomarker are ongoing.


Subject(s)
Antineoplastic Agents/pharmacology , Neoplasm Staging/methods , Organoids/pathology , Pancreatic Neoplasms/therapy , Practice Guidelines as Topic , Precision Medicine/methods , Chemotherapy, Adjuvant , Humans , Pancreatectomy/methods , Pancreatic Neoplasms/diagnosis , Tumor Cells, Cultured
17.
J Neuroinflammation ; 17(1): 120, 2020 Apr 16.
Article in English | MEDLINE | ID: mdl-32299465

ABSTRACT

BACKGROUND: Glioblastomas are the most common and lethal primary brain tumors. Microglia, the resident immune cells of the brain, survey their environment and respond to pathogens, toxins, and tumors. Glioblastoma cells communicate with microglia, in part by releasing extracellular vesicles (EVs). Despite the presence of large numbers of microglia in glioblastoma, the tumors continue to grow, and these neuroimmune cells appear incapable of keeping the tumor in check. To understand this process, we analyzed gene expression in microglia interacting with glioblastoma cells. METHODS: We used RNASeq of isolated microglia to analyze the expression patterns of genes involved in key microglial functions in mice with glioblastoma. We focused on microglia that had taken up tumor-derived EVs and therefore were within and immediately adjacent to the tumor. RESULTS: We show that these microglia have downregulated expression of genes involved in sensing tumor cells and tumor-derived danger signals, as well as genes used for tumor killing. In contrast, expression of genes involved in facilitating tumor spread was upregulated. These changes appear to be in part EV-mediated, since intracranial injection of EVs in normal mice led to similar transcriptional changes in microglia. We observed a similar microglial transcriptomic signature when we analyzed datasets from human patients with glioblastoma. CONCLUSION: Our data define a microgliaGlioblastoma specific phenotype, whereby glioblastomas have hijacked gene expression in the neuroimmune system to favor avoiding tumor sensing, suppressing the immune response, clearing a path for invasion, and enhancing tumor propagation. For further exploration, we developed an interactive online tool at http://www.glioma-microglia.com with all expression data and additional functional and pathway information for each gene.


Subject(s)
Brain Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , Glioblastoma/metabolism , Microglia/metabolism , Animals , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Line, Tumor , Extracellular Vesicles/genetics , Extracellular Vesicles/metabolism , Extracellular Vesicles/pathology , Female , Gene Knock-In Techniques/methods , Glioblastoma/genetics , Glioblastoma/pathology , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Microglia/pathology , Tumor Burden/physiology
18.
Mod Pathol ; 33(11): 2092-2103, 2020 11.
Article in English | MEDLINE | ID: mdl-32741970

ABSTRACT

Congenital infection of SARS-CoV-2 appears to be exceptionally rare despite many cases of COVID-19 during pregnancy. Robust proof of placental infection requires demonstration of viral localization within placental tissue. Only two of the few cases of possible vertical transmission have demonstrated placental infection. None have shown placental expression of the ACE2 or TMPRSS2 protein, both required for viral infection. We examined 19 COVID-19 exposed placentas for histopathologic findings, and for expression of ACE2, and TMPRSS2 by immunohistochemistry. Direct placental SARS-CoV-2 expression was studied by two methods-nucleocapsid protein expression by immunohistochemistry, and RNA expression by in situ hybridization. ACE2 membranous expression in the syncytiotrophoblast (ST) of the chorionic villi is predominantly in a polarized pattern with expression highest on the stromal side of the ST. In addition, cytotrophoblast and extravillous trophoblast express ACE2. No ACE2 expression was detected in villous stroma, Hofbauer cells, or endothelial cells. TMPRSS2 expression was only present weakly in the villous endothelium and rarely in the ST. In 2 of 19 cases, SARS-CoV-2 RNA was present in the placenta focally in the ST and cytotrophoblast. There was no characteristic histopathology present in our cases including the two placental infections. We found that the placenta is capable of being infected but that this event is rare. We propose one explanation could be the polarized expression of ACE2 away from the maternal blood and pronounced paucity of TMPRSS2 expression in trophoblast.


Subject(s)
Coronavirus Infections/virology , Placenta/pathology , Placenta/virology , Pneumonia, Viral/virology , Pregnancy Complications, Infectious/virology , Adult , Angiotensin-Converting Enzyme 2 , Betacoronavirus , COVID-19 , Coronavirus Infections/pathology , Female , Humans , Pandemics , Peptidyl-Dipeptidase A/biosynthesis , Placenta/metabolism , Pneumonia, Viral/pathology , Pregnancy , Pregnancy Complications, Infectious/metabolism , Pregnancy Complications, Infectious/pathology , RNA, Viral/analysis , SARS-CoV-2 , Serine Endopeptidases/biosynthesis
19.
Histopathology ; 77(1): 35-45, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32031712

ABSTRACT

AIMS: In the adjuvant setting, when compared to gemcitabine, patients with pancreatic ductal adenocarcinoma (PDAC) treated with FOLFIRINOX (Folinic Acid, Fluorouracil, Irinotecan, and Oxaliplatin) show superior survival. In this study, we quantitatively assess the pathological tumour response to chemoradiation in pancreatectomy specimens and reassess guidelines for tumour regression grading. METHODS AND RESULTS: We evaluated 92 patients with borderline resectable/locally advanced PDAC following pancreatectomy and neoadjuvant treatment with FOLFIRINOX and radiation. Demographic data, CAP tumour regression grade (TRG) and overall survival (OS) were recorded. A quantitative analysis of residual tumour was performed on the slide with the highest tumour burden to derive a tumour-to-tumour bed ratio. On univariate analysis, only lymph node status (P = 0.043) and CAP TRG (P = 0.038) correlated with OS. Sixteen per cent of patients showed a complete pathological response. The optimal tumour-to-tumour bed ratio cut-point was 11.6%, and on a multivariate model was the only pathological parameter that correlated with OS (P = 0.016) (hazard ratio = 2.27). CONCLUSIONS: The high proportion of patients with PDAC showing complete and near-complete pathological responses supports the use of FOLFIRINOX and radiation in the neoadjuvant setting. Several traditional pathology parameters fail to predict OS in patients treated with chemoradiation, while a quantitative tumour-to-tumour bed ratio is a powerful predictor of OS. The data support a two-tiered approach to TRG based on tumour-to-tumour bed ratio, and quantitative analysis merits further consideration.


Subject(s)
Carcinoma, Pancreatic Ductal/therapy , Chemoradiotherapy, Adjuvant/methods , Neoadjuvant Therapy/methods , Pancreatic Neoplasms/therapy , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Pancreatic Ductal/pathology , Female , Fluorouracil/therapeutic use , Humans , Irinotecan/therapeutic use , Leucovorin/therapeutic use , Male , Middle Aged , Oxaliplatin/therapeutic use , Pancreatic Neoplasms/pathology , Treatment Outcome , Pancreatic Neoplasms
20.
Proc Natl Acad Sci U S A ; 114(5): 1123-1128, 2017 01 31.
Article in English | MEDLINE | ID: mdl-28096363

ABSTRACT

Circulating tumor cells (CTCs) are shed into the bloodstream by invasive cancers, but the difficulty inherent in identifying these rare cells by microscopy has precluded their routine use in monitoring or screening for cancer. We recently described a high-throughput microfluidic CTC-iChip, which efficiently depletes hematopoietic cells from blood specimens and enriches for CTCs with well-preserved RNA. Application of RNA-based digital PCR to detect CTC-derived signatures may thus enable highly accurate tissue lineage-based cancer detection in blood specimens. As proof of principle, we examined hepatocellular carcinoma (HCC), a cancer that is derived from liver cells bearing a unique gene expression profile. After identifying a digital signature of 10 liver-specific transcripts, we used a cross-validated logistic regression model to identify the presence of HCC-derived CTCs in nine of 16 (56%) untreated patients with HCC versus one of 31 (3%) patients with nonmalignant liver disease at risk for developing HCC (P < 0.0001). Positive CTC scores declined in treated patients: Nine of 32 (28%) patients receiving therapy and only one of 15 (7%) patients who had undergone curative-intent ablation, surgery, or liver transplantation were positive. RNA-based digital CTC scoring was not correlated with the standard HCC serum protein marker alpha fetoprotein (P = 0.57). Modeling the sequential use of these two orthogonal markers for liver cancer screening in patients with high-risk cirrhosis generates positive and negative predictive values of 80% and 86%, respectively. Thus, digital RNA quantitation constitutes a sensitive and specific CTC readout, enabling high-throughput clinical applications, such as noninvasive screening for HCC in populations where viral hepatitis and cirrhosis are prevalent.


Subject(s)
Biomarkers, Tumor/blood , Carcinoma, Hepatocellular/diagnosis , Cell Separation/methods , Early Detection of Cancer/methods , High-Throughput Screening Assays , Liver Neoplasms/diagnosis , Neoplastic Cells, Circulating , RNA, Messenger/blood , RNA, Neoplasm/blood , Transcriptome , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/therapy , Cell Lineage , Cell Separation/instrumentation , Hep G2 Cells , Hepatitis B, Chronic/blood , High-Throughput Nucleotide Sequencing/instrumentation , High-Throughput Nucleotide Sequencing/methods , Humans , Lab-On-A-Chip Devices , Liver Cirrhosis/blood , Liver Neoplasms/blood , Liver Neoplasms/pathology , Liver Neoplasms/therapy , Logistic Models , Precancerous Conditions/blood , Predictive Value of Tests , Sequence Analysis, RNA/instrumentation , Sequence Analysis, RNA/methods , Single-Cell Analysis
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