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1.
J Clin Invest ; 134(8)2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38618956

ABSTRACT

Clear cell renal cell carcinoma (ccRCC) is characterized by dysregulated hypoxia signaling and a tumor microenvironment (TME) highly enriched in myeloid and lymphoid cells. Loss of the von Hippel Lindau (VHL) gene is a critical early event in ccRCC pathogenesis and promotes stabilization of HIF. Whether VHL loss in cancer cells affects immune cells in the TME remains unclear. Using Vhl WT and Vhl-KO in vivo murine kidney cancer Renca models, we found that Vhl-KO tumors were more infiltrated by immune cells. Tumor-associated macrophages (TAMs) from Vhl-deficient tumors demonstrated enhanced in vivo glucose consumption, phagocytosis, and inflammatory transcriptional signatures, whereas lymphocytes from Vhl-KO tumors showed reduced activation and a lower response to anti-programmed cell death 1 (anti-PD-1) therapy in vivo. The chemokine CX3CL1 was highly expressed in human ccRCC tumors and was associated with Vhl deficiency. Deletion of Cx3cl1 in cancer cells decreased myeloid cell infiltration associated with Vhl loss to provide a mechanism by which Vhl loss may have contributed to the altered immune landscape. Here, we identify cancer cell-specific genetic features that drove environmental reprogramming and shaped the tumor immune landscape, with therapeutic implications for the treatment of ccRCC.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Animals , Humans , Mice , Carcinogenesis/genetics , Carcinoma, Renal Cell/genetics , Cell Transformation, Neoplastic , Kidney , Kidney Neoplasms/genetics , Tumor Microenvironment , Von Hippel-Lindau Tumor Suppressor Protein/genetics
2.
Mod Pathol ; 37(2): 100398, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38043788

ABSTRACT

Immunohistochemistry (IHC) is a well-established and commonly used staining method for clinical diagnosis and biomedical research. In most IHC images, the target protein is conjugated with a specific antibody and stained using diaminobenzidine (DAB), resulting in a brown coloration, whereas hematoxylin serves as a blue counterstain for cell nuclei. The protein expression level is quantified through the H-score, calculated from DAB staining intensity within the target cell region. Traditionally, this process requires evaluation by 2 expert pathologists, which is both time consuming and subjective. To enhance the efficiency and accuracy of this process, we have developed an automatic algorithm for quantifying the H-score of IHC images. To characterize protein expression in specific cell regions, a deep learning model for region recognition was trained based on hematoxylin staining only, achieving pixel accuracy for each class ranging from 0.92 to 0.99. Within the desired area, the algorithm categorizes DAB intensity of each pixel as negative, weak, moderate, or strong staining and calculates the final H-score based on the percentage of each intensity category. Overall, this algorithm takes an IHC image as input and directly outputs the H-score within a few seconds, significantly enhancing the speed of IHC image analysis. This automated tool provides H-score quantification with precision and consistency comparable to experienced pathologists but at a significantly reduced cost during IHC diagnostic workups. It holds significant potential to advance biomedical research reliant on IHC staining for protein expression quantification.


Subject(s)
Deep Learning , Humans , Immunohistochemistry , Hematoxylin/metabolism , Algorithms , Cell Nucleus/metabolism
3.
Cancer Cell ; 41(3): 421-433, 2023 03 13.
Article in English | MEDLINE | ID: mdl-36801000

ABSTRACT

Increased glucose metabolism and uptake are characteristic of many tumors and used clinically to diagnose and monitor cancer progression. In addition to cancer cells, the tumor microenvironment (TME) encompasses a wide range of stromal, innate, and adaptive immune cells. Cooperation and competition between these cell populations supports tumor proliferation, progression, metastasis, and immune evasion. Cellular heterogeneity leads to metabolic heterogeneity because metabolic programs within the tumor are dependent not only on the TME cellular composition but also on cell states, location, and nutrient availability. In addition to driving metabolic plasticity of cancer cells, altered nutrients and signals in the TME can lead to metabolic immune suppression of effector cells and promote regulatory immune cells. Here we discuss how metabolic programming of cells within the TME promotes tumor proliferation, progression, and metastasis. We also discuss how targeting metabolic heterogeneity may offer therapeutic opportunities to overcome immune suppression and augment immunotherapies.


Subject(s)
Neoplasms , Tumor Microenvironment , Humans , Neoplasms/drug therapy , Immunotherapy , Lymphocytes/metabolism
4.
Sci Immunol ; 8(79): eabq0178, 2023 01 13.
Article in English | MEDLINE | ID: mdl-36638190

ABSTRACT

T cells in systemic lupus erythematosus (SLE) exhibit multiple metabolic abnormalities. Excess iron can impair mitochondria and may contribute to SLE. To gain insights into this potential role of iron in SLE, we performed a CRISPR screen of iron handling genes on T cells. Transferrin receptor (CD71) was identified as differentially critical for TH1 and inhibitory for induced regulatory T cells (iTregs). Activated T cells induced CD71 and iron uptake, which was exaggerated in SLE-prone T cells. Cell surface CD71 was enhanced in SLE-prone T cells by increased endosomal recycling. Blocking CD71 reduced intracellular iron and mTORC1 signaling, which inhibited TH1 and TH17 cells yet enhanced iTregs. In vivo treatment reduced kidney pathology and increased CD4 T cell production of IL-10 in SLE-prone mice. Disease severity correlated with CD71 expression on TH17 cells from patients with SLE, and blocking CD71 in vitro enhanced IL-10 secretion. T cell iron uptake via CD71 thus contributes to T cell dysfunction and can be targeted to limit SLE-associated pathology.


Subject(s)
Lupus Erythematosus, Systemic , Receptors, Transferrin , T-Lymphocytes, Regulatory , Animals , Mice , Interleukin-10/metabolism , Lupus Erythematosus, Systemic/metabolism , Receptors, Transferrin/metabolism , T-Lymphocytes, Regulatory/metabolism , Humans
6.
Mol Cancer Ther ; 21(1): 38-47, 2022 01.
Article in English | MEDLINE | ID: mdl-34675118

ABSTRACT

Pancreatic cancer is the third leading cause of cancer-related deaths in the United States with a 5-year survival less than 5%. Resistance to standard therapy and limited response to immune checkpoint blockade due to the immunosuppressive and stroma-rich microenvironment remain major challenges in the treatment of pancreatic cancer. A key cellular program involved in therapy resistance is epithelial plasticity, which is also associated with invasion, metastasis, and evasion of immune surveillance. The receptor tyrosine kinase AXL is a key driver of tumor cell epithelial plasticity. High expression and activity of AXL is associated with poor prognosis, metastasis, and therapy resistance in multiple types of cancer including pancreatic. Here, we show that an AXL inhibitor (TP-0903), has antitumor and therapy sensitizing effects in preclinical models of pancreatic ductal adenocarcinoma (PDA). We demonstrate that TP-0903 as a single agent or in combination with gemcitabine and/or anti-programmed cell death protein 1 (PD1) antibody has anti-metastatic and anti-tumor effects in PDA tumor bearing mice, leading to increased survival. In addition, gene expression analysis of tumors demonstrated upregulation of pro-inflammatory and immune activation genes in tumors from TP-0903-treated animals compared with the vehicle, indicating pharmacologic inhibition of AXL activation leads to an immunostimulatory microenvironment. This effect was augmented when TP-0903 was combined with gemcitabine and anti-PD1 antibody. These results provide clear rationale for evaluating TP-0903 in the treatment of pancreatic cancer.


Subject(s)
Immunotherapy/methods , Pancreatic Neoplasms/drug therapy , Proto-Oncogene Proteins/therapeutic use , Pyrimidines/therapeutic use , Receptor Protein-Tyrosine Kinases/therapeutic use , Sulfonamides/therapeutic use , Animals , Cell Line, Tumor , Humans , Mice , Neoplasm Metastasis , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/pathology , Proto-Oncogene Proteins/pharmacology , Pyrimidines/pharmacology , Receptor Protein-Tyrosine Kinases/pharmacology , Sulfonamides/pharmacology , Survival Analysis , Tumor Microenvironment , Axl Receptor Tyrosine Kinase
7.
Front Oncol ; 9: 1049, 2019.
Article in English | MEDLINE | ID: mdl-31681587

ABSTRACT

Cellular plasticity, a feature associated with epithelial-to-mesenchymal transition (EMT), contributes to tumor cell survival, migration, invasion, and therapy resistance. Phenotypic plasticity of the epithelium is a critical feature in multiple phases of human cancer in an oncogene- and tissue-specific context. Many factors can drive epithelial plasticity, including activating mutations in KRAS, which are found in an estimated 30% of all cancers. In this review, we will introduce cellular plasticity and its effect on cancer progression and therapy resistance and then summarize the drivers of EMT with an emphasis on KRAS effector signaling. Lastly, we will discuss the contribution of cellular plasticity to metastasis and its potential clinical implications. Understanding oncogenic KRAS cellular reprogramming has the potential to reveal novel strategies to control metastasis in KRAS-driven cancers.

8.
JCI Insight ; 52019 04 02.
Article in English | MEDLINE | ID: mdl-30938713

ABSTRACT

Pancreatic ductal adenocarcinoma (PDA) is characterized by an activating mutation in KRAS. Direct inhibition of KRAS through pharmacological means remains a challenge; however, targeting key KRAS effectors has therapeutic potential. We investigated the contribution of TANK-binding kinase 1 (TBK1), a critical downstream effector of mutant active KRAS, to PDA progression. We report that TBK1 supports the growth and metastasis of KRAS-mutant PDA by driving an epithelial plasticity program in tumor cells that enhances invasive and metastatic capacity. Further, we identify that the receptor tyrosine kinase Axl induces TBK1 activity in a Ras-RalB-dependent manner. These findings demonstrate that TBK1 is central to an Axl-driven epithelial-mesenchymal transition in KRAS-mutant PDA and suggest that interruption of the Axl-TBK1 signaling cascade above or below KRAS has potential therapeutic efficacy in this recalcitrant disease.


Subject(s)
Carcinoma, Pancreatic Ductal/metabolism , Pancreatic Neoplasms/metabolism , Protein Serine-Threonine Kinases/metabolism , Proto-Oncogene Proteins/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Animals , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Cell Line, Tumor , Cyclin-Dependent Kinase Inhibitor p16/genetics , Epithelial-Mesenchymal Transition , Female , Gene Expression Regulation, Neoplastic , Genes, p16 , Humans , Lung/pathology , Mice, Inbred NOD , Mice, SCID , Pancreas/pathology , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Protein Serine-Threonine Kinases/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , Signal Transduction , Wound Healing , ral GTP-Binding Proteins/metabolism , Axl Receptor Tyrosine Kinase
9.
Mol Metab ; 16: 139-149, 2018 10.
Article in English | MEDLINE | ID: mdl-29935921

ABSTRACT

OBJECTIVE: TANK Binding Kinase 1 (TBK1) has been implicated in the regulation of metabolism through studies with the drug amlexanox, an inhibitor of the IκB kinase (IKK)-related kinases. Amlexanox induced weight loss, reduced fatty liver and insulin resistance in high fat diet (HFD) fed mice and has now progressed into clinical testing for the treatment and prevention of obesity and type 2 diabetes. However, since amlexanox is a dual IKKε/TBK1 inhibitor, the specific metabolic contribution of TBK1 is not clear. METHODS: To distinguish metabolic functions unique to TBK1, we examined the metabolic profile of global Tbk1 mutant mice challenged with an obesogenic diet and investigated potential mechanisms for the improved metabolic phenotype. RESULTS AND CONCLUSION: We report that systemic loss of TBK1 kinase function has an overall protective effect on metabolic readouts in mice on an obesogenic diet, which is mediated by loss of an inhibitory interaction between TBK1 and the insulin receptor.


Subject(s)
Metabolic Diseases/enzymology , Protein Serine-Threonine Kinases/deficiency , Aminopyridines/pharmacology , Animals , Body Weight , Diet, High-Fat , Disease Models, Animal , Fatty Liver/drug therapy , Fatty Liver/metabolism , I-kappa B Kinase/metabolism , Insulin/metabolism , Insulin Resistance , Male , Metabolic Diseases/genetics , Metabolic Diseases/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Obesity/metabolism , Phosphorylation , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Signal Transduction , Weight Loss
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