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1.
Am J Dermatopathol ; 43(10): 746-749, 2021 Oct 01.
Article in English | MEDLINE | ID: mdl-34086644

ABSTRACT

ABSTRACT: Papillary dermal elastolysis has been described in the setting of experimental combination nivolumab and cabiralizumab immunotherapy. We report a third patient with distinctive, generalized atrophic macules that developed after a morbilliform eruption during a clinical trial for treatment of metastatic pancreatic adenocarcinoma. Histopathological findings demonstrated diminished elastic fibers in the papillary dermis, associated with a histiocyte-rich infiltrate and increased dermal mucin, features that should clue the dermatopathologist to this condition.


Subject(s)
Adenocarcinoma/drug therapy , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Drug Eruptions/pathology , Pancreatic Neoplasms/pathology , Adenocarcinoma/secondary , Antibodies, Monoclonal/administration & dosage , Dermis/pathology , Drug Eruptions/diagnosis , Drug Eruptions/etiology , Drug Eruptions/metabolism , Drug Therapy, Combination/adverse effects , Elastic Tissue/pathology , Histiocytes/pathology , Humans , Male , Middle Aged , Mucins/metabolism , Nivolumab/administration & dosage
2.
Nat Genet ; 37(11): 1281-8, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16200065

ABSTRACT

Loss-of-function phenotypes often hold the key to understanding the connections and biological functions of biochemical pathways. We and others previously constructed libraries of short hairpin RNAs that allow systematic analysis of RNA interference-induced phenotypes in mammalian cells. Here we report the construction and validation of second-generation short hairpin RNA expression libraries designed using an increased knowledge of RNA interference biochemistry. These constructs include silencing triggers designed to mimic a natural microRNA primary transcript, and each target sequence was selected on the basis of thermodynamic criteria for optimal small RNA performance. Biochemical and phenotypic assays indicate that the new libraries are substantially improved over first-generation reagents. We generated large-scale-arrayed, sequence-verified libraries comprising more than 140,000 second-generation short hairpin RNA expression plasmids, covering a substantial fraction of all predicted genes in the human and mouse genomes. These libraries are available to the scientific community.


Subject(s)
Gene Library , Genome, Human , Mice/genetics , RNA Interference , RNA, Small Interfering/genetics , Animals , Gene Silencing , Humans , MicroRNAs/metabolism , Plasmids
3.
Cancer Cell ; 42(9): 1614-1629.e5, 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39214094

ABSTRACT

KRAS mutations in pancreatic ductal adenocarcinoma (PDAC) are suggested to vary in oncogenicity but the implications for human patients have not been explored in depth. We examined 1,360 consecutive PDAC patients undergoing surgical resection and find that KRASG12R mutations are enriched in early-stage (stage I) disease, owing not to smaller tumor size but increased node-negativity. KRASG12R tumors are associated with decreased distant recurrence and improved survival as compared to KRASG12D. To understand the biological underpinnings, we performed spatial profiling of 20 patients and bulk RNA-sequencing of 100 tumors, finding enhanced oncogenic signaling and epithelial-mesenchymal transition (EMT) in KRASG12D and increased nuclear factor κB (NF-κB) signaling in KRASG12R tumors. Orthogonal studies of mouse KrasG12R PDAC organoids show decreased migration and improved survival in orthotopic models. KRAS alterations in PDAC are thus associated with distinct presentation, clinical outcomes, and biological behavior, highlighting the prognostic value of mutational analysis and the importance of articulating mutation-specific PDAC biology.


Subject(s)
Carcinoma, Pancreatic Ductal , Mutation , Pancreatic Neoplasms , Proto-Oncogene Proteins p21(ras) , Humans , Proto-Oncogene Proteins p21(ras)/genetics , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/mortality , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/mortality , Animals , Mice , Epithelial-Mesenchymal Transition/genetics , Prognosis , Male , Female , NF-kappa B/metabolism , NF-kappa B/genetics , Signal Transduction/genetics , Middle Aged , Organoids/pathology , Cell Movement/genetics , Aged
4.
JCO Clin Cancer Inform ; 7: e2300096, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37906722

ABSTRACT

PURPOSE: Treatment of non-muscle-invasive bladder cancer (NMIBC) is guided by risk stratification using clinical and pathologic criteria. This study aimed to develop a natural language processing (NLP) model for identifying patients with high-risk NMIBC retrospectively from unstructured electronic medical records (EMRs) and to apply the model to describe patient and tumor characteristics. METHODS: We used three independent EMR-derived data sets including adult patients with a bladder cancer diagnosis in 2011-2020 for NLP model development and training (n = 140), validation (n = 697), and application for the retrospective cohort analysis (n = 4,402). Deep learning methods were used to train NLP recognition of medical chart terminology to identify seven high-risk NMIBC criteria; model performance was assessed using the F1 score, weighted across features. An algorithm was then used to classify each patient as high-risk NMIBC (yes/no). Manually reviewed records served as the gold standard. RESULTS: The F1 scores after model training were >0.7 for all but one uncommon feature (prostatic urethral involvement). The highest area under the receiver operating curves (AUC) was observed for Ta (0.897) and T1 (0.897); the lowest AUC was for carcinoma in situ (CIS; 0.617). For high-risk NMIBC classification, positive predictive value was 79.4%, negative predictive value was 93.2%, and false-positive rate was 8.9%. Sensitivity and specificity were 83.7% and 91.1%, respectively. Of 748 patients manually confirmed as having high-risk NMIBC, 196 (26%) had CIS (of whom 19% also had T1 and 23% also had Ta disease); 552 tumors (74%) had no associated CIS. CONCLUSION: The NLP model, combined with a rule-based algorithm, identified high-risk NMIBC with good performance and will enable future work to study real-world treatment patterns and clinical outcomes for high-risk NMIBC.


Subject(s)
Non-Muscle Invasive Bladder Neoplasms , Urinary Bladder Neoplasms , Male , Adult , Humans , United States/epidemiology , Retrospective Studies , Natural Language Processing , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/epidemiology , Urinary Bladder Neoplasms/therapy , Cohort Studies
5.
Front Immunol ; 14: 1067352, 2023.
Article in English | MEDLINE | ID: mdl-36798126

ABSTRACT

Hepato-pancreatico-biliary (HPB) malignancies are difficult-to-treat and continue to to have a high mortality and significant therapeutic resistance to standard therapies. Immune oncology (IO) therapies have demonstrated efficacy in several solid malignancies when combined with chemotherapy, whereas response rates in pancreatic ductal adenocarcinoma (PDA) are poor. While promising in hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA), there remains an unmet need to fully leverage IO therapies to treat HPB tumors. We therefore defined T cell subsets in the tumor microenvironment of HPB patients utilizing a novel, multiparameter flow cytometry and bioinformatics analysis. Our findings quantify the T cell phenotypic states in relation to checkpoint receptor expression. We demonstrate the presence of CD103+ tissue resident memory T cells (TRM), CCR7+ central memory T cells, and CD57+ terminally differentiated effector cells across all HPB cancers, while the anti-tumor function was dampened by expression of multiple co-inhibitory checkpoint receptors. Terminally exhausted T cells lacking co-stimulatory receptors were more prevalent in PDA, whereas partially exhausted T cells expressing both co-inhibitory and co-stimulatory receptors were most prevalent in HCC, especially in early stage. HCC patients had significantly higher TRM with a phenotype that could confer restored activation in response to immune checkpoint therapies. Further, we found a lack of robust alteration in T cell activation state or checkpoint expression in response to chemotherapy in PDA patients. These results support that HCC patients might benefit most from combined checkpoint therapies, whereas efforts other than cytotoxic chemotherapy will likely be necessary to increase overall T cell activation in CCA and PDA for future clinical development.


Subject(s)
Bile Duct Neoplasms , Biliary Tract Neoplasms , Carcinoma, Hepatocellular , Carcinoma, Pancreatic Ductal , Liver Neoplasms , Pancreatic Neoplasms , Humans , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/pathology , Bile Ducts, Intrahepatic/metabolism , Tumor Microenvironment , Pancreatic Neoplasms
7.
Oncogene ; 42(44): 3252-3259, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37731056

ABSTRACT

In patients with locally advanced cancer without distant metastases, the neoadjuvant setting presents a platform to evaluate new drugs. For mismatch repair proficient/microsatellite stable (pMMR/MSS) colon and rectal cancer, immunotherapy has shown limited efficacy. Herein, we report exceptional responses observed with neoadjuvant botensilimab (BOT), an Fc-enhanced next-generation anti-CTLA-4 antibody, alongside balstilimab (BAL; an anti-PD-1 antibody) in two patients with pMMR/MSS colon and rectal cancer. The histological pattern of rapid immune response observed ("inside-out" (serosa-to-mucosa) tumor regression) has not been described previously in this setting. Spatial biology analyses (RareCyte Inc.) reveal mechanisms of actions of BOT, a novel innate-adaptive immune activator. These observations have downstream implications for clinical trial designs using neoadjuvant immunotherapy and potentially sparing patients chemotherapy.


Subject(s)
Colorectal Neoplasms , Rectal Neoplasms , Humans , DNA Mismatch Repair , Neoadjuvant Therapy , Antibodies, Monoclonal, Humanized/therapeutic use , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics
8.
Cell Rep ; 36(8): 109578, 2021 08 24.
Article in English | MEDLINE | ID: mdl-34433022

ABSTRACT

Tumor genotype can influence the immune microenvironment, which plays a critical role in cancer development and therapy resistance. However, the immune effects of gain-of-function Trp53 mutations have not been defined in pancreatic cancer. We compare the immune profiles generated by KrasG12D-mutated mouse pancreatic ductal epithelial cells (PDECs) engineered genetically to express the Trp53R172H mutation with their p53 wild-type control. KrasG12D/+;Trp53R172H/+ tumors have a distinct immune profile characterized by an influx of CD11b+Ly6G+ neutrophils and concomitant decreases in CD3+ T cells, CD8+ T cells, and CD4+ T helper 1 cells. Knockdown of CXCL2, a neutrophil chemokine, in the tumor epithelial compartment of CRISPR KrasG12D/+;Trp53R172H/+ PDEC tumors reverses the neutrophil phenotype. Neutrophil depletion of mice bearing CRISPR KrasG12D/+;Trp53R172H/+ tumors augments sensitivity to combined CD40 immunotherapy and chemotherapy. These data link Trp53R172H to the presence of intratumoral neutrophils in pancreatic cancer and suggest that tumor genotypes could inform selection of affected individuals for immunotherapy.


Subject(s)
Carcinoma, Pancreatic Ductal , Gain of Function Mutation , Immunotherapy , Neutrophil Infiltration/genetics , Neutrophils/immunology , Pancreatic Neoplasms , Tumor Suppressor Protein p53 , Animals , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/immunology , Carcinoma, Pancreatic Ductal/therapy , Mice , Mice, Transgenic , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/therapy , Th1 Cells , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/immunology
9.
Nat Biotechnol ; 23(2): 227-31, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15619616

ABSTRACT

Designing potent silencing triggers is key to the successful application of RNA interference (RNAi) in mammals. Recent studies suggest that the assembly of RNAi effector complexes is coupled to Dicer cleavage. Here we examine whether transfection of optimized Dicer substrates results in an improved RNAi response. Dicer cleavage of chemically synthesized short hairpin RNAs (shRNAs) with 29-base-pair stems and 2-nucleotide 3' overhangs produced predictable homogeneous small RNAs comprising the 22 bases at the 3' end of the stem. Consequently, direct comparisons of synthetic small interfering RNAs and shRNAs that yield the same small RNA became possible. We found synthetic 29-mer shRNAs to be more potent inducers of RNAi than small interfering RNAs. Maximal inhibition of target genes was achieved at lower concentrations and silencing at 24 h was often greater. These studies provide the basis for an improved approach to triggering experimental silencing via the RNAi pathway.


Subject(s)
Gene Expression Regulation/genetics , Gene Silencing/physiology , Gene Targeting/methods , Genetic Engineering/methods , RNA, Small Interfering/genetics , Transfection/methods , RNA, Small Interfering/chemistry
10.
Cancer Immunol Res ; 5(3): 182-190, 2017 03.
Article in English | MEDLINE | ID: mdl-28108630

ABSTRACT

Pancreatic cancer is a devastating disease that is largely refractory to currently available treatment strategies. Therapeutic resistance is partially attributed to the dense stromal reaction of pancreatic ductal adenocarcinoma tumors that includes a pervasive infiltration of immunosuppressive (M2) macrophages. Nab-paclitaxel (trade name Abraxane) is a nanoparticle albumin-bound formulation of paclitaxel that, in combination with gemcitabine, is currently the first-line treatment for pancreatic cancer. Here, we show that macrophages internalized nab-paclitaxel via macropinocytosis. The macropinocytic uptake of nab-paclitaxel induced macrophage immunostimulatory (M1) cytokine expression and synergized with IFNγ to promote inducible nitric oxide synthase expression in a TLR4-dependent manner. Nab-paclitaxel was internalized by tumor-associated macrophages in vivo, and therapeutic doses of nab-paclitaxel alone, and in combination with gemcitabine, increased the MHCII+CD80+CD86+ M1 macrophage population. These data revealed an unanticipated role for nab-paclitaxel in macrophage activation and rationalized its potential use to target immune evasion in pancreatic cancer. Cancer Immunol Res; 5(3); 182-90. ©2017 AACR.


Subject(s)
Albumins/pharmacology , Antineoplastic Agents/pharmacology , Macrophage Activation/drug effects , Macrophage Activation/immunology , Paclitaxel/pharmacology , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/pathology , Pinocytosis/immunology , Albumins/therapeutic use , Animals , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Disease Models, Animal , Female , Humans , Macrophages/drug effects , Macrophages/immunology , Macrophages/metabolism , Paclitaxel/therapeutic use , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Toll-Like Receptor 4/metabolism , Xenograft Model Antitumor Assays
12.
Cancer Res ; 73(17): 5315-9, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-23733750

ABSTRACT

Tumor graft models (also known as patient-derived xenografts or PDX) are based on the transfer of primary tumors directly from the patient into an immunodeficient mouse. Because PDX mice are derived from human tumors, they offer a tool for developing anticancer therapies and personalized medicine for patients with cancer. In addition, these models can be used to study metastasis and tumor genetic evolution. This review examines the development, challenges, and broad use of these attractive preclinical models.


Subject(s)
Cell Transformation, Neoplastic/pathology , Disease Models, Animal , Neoplasms/pathology , Animals , Humans , Mice , Precision Medicine , Xenograft Model Antitumor Assays
13.
Oncotarget ; 2(12): 1254-64, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22248814

ABSTRACT

RNAi screening holds the promise of systemizing the search for combination therapeutic strategies. Here we performed a pooled shRNA library screen to look for promising targets to inhibit in combination with inhibition of the mitotic regulator polo-like kinase (PLK1). The library contained ~4,500 shRNAs targeting various signaling and cancer-related genes and was screened in four lung cancer cell lines using both high (IC80) and low (IC20) amounts of the PLK1 inhibitor GSK461364. The relative abundance of cells containing individual shRNAs following drug treatment was determined by microarray analysis, using the mock treatment replicates as the normalizing reference. Overall, the inferred influences of individual shRNAs in both high and low drug treatment were remarkably similar in all four cell lines and involved a large percentage of the library. To investigate which functional categories of shRNAs were most prominent in influencing drug response, we used statistical analysis of microarrays (SAM) in combination with a filter for genes that had two or more concordant shRNAs. The most significant functional categories that came out of this analysis included receptor tyrosine kinases and nuclear hormone receptors. Through individual validation experiments, we determined that the two shRNAs from the library targeting the nuclear retinoic acid receptor gene RARA did indeed silence RARA expression and as predicted conferred resistance to GSK461364. This led us to test whether activation of RARA receptor with retinoids could sensitize cells to GSK461364. We found that retinoids did increase the drug sensitivity and enhanced the ability of PLK1 inhibition to induce mitotic arrest and apoptosis. These results suggest that retinoids could be used to enhance the effectiveness of GSK461364 and provide further evidence that RNAi screens can be effective tools to identify combination target strategies.


Subject(s)
Benzimidazoles/pharmacology , Cell Cycle Proteins/antagonists & inhibitors , Cell Cycle Proteins/genetics , Lung Neoplasms/genetics , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins/antagonists & inhibitors , Proto-Oncogene Proteins/genetics , RNA, Small Interfering/genetics , Thiophenes/pharmacology , Apoptosis/drug effects , Apoptosis/genetics , Biomarkers, Pharmacological , Cell Cycle Checkpoints/drug effects , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Humans , Microarray Analysis , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins/metabolism , RNA Interference , RNA, Small Interfering/pharmacology , Receptors, Retinoic Acid/antagonists & inhibitors , Receptors, Retinoic Acid/genetics , Retinoic Acid Receptor alpha , Retinoids/pharmacology , Signal Transduction/genetics , Polo-Like Kinase 1
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