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1.
Nature ; 614(7948): 548-554, 2023 02.
Article in English | MEDLINE | ID: mdl-36725934

ABSTRACT

Single-cell technologies have revealed the complexity of the tumour immune microenvironment with unparalleled resolution1-9. Most clinical strategies rely on histopathological stratification of tumour subtypes, yet the spatial context of single-cell phenotypes within these stratified subgroups is poorly understood. Here we apply imaging mass cytometry to characterize the tumour and immunological landscape of samples from 416 patients with lung adenocarcinoma across five histological patterns. We resolve more than 1.6 million cells, enabling spatial analysis of immune lineages and activation states with distinct clinical correlates, including survival. Using deep learning, we can predict with high accuracy those patients who will progress after surgery using a single 1-mm2 tumour core, which could be informative for clinical management following surgical resection. Our dataset represents a valuable resource for the non-small cell lung cancer research community and exemplifies the utility of spatial resolution within single-cell analyses. This study also highlights how artificial intelligence can improve our understanding of microenvironmental features that underlie cancer progression and may influence future clinical practice.


Subject(s)
Adenocarcinoma of Lung , Lung Neoplasms , Single-Cell Analysis , Tumor Microenvironment , Humans , Adenocarcinoma of Lung/diagnosis , Adenocarcinoma of Lung/immunology , Adenocarcinoma of Lung/pathology , Adenocarcinoma of Lung/surgery , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/immunology , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/surgery , Lung/pathology , Lung/surgery , Lung Neoplasms/diagnosis , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Tumor Microenvironment/immunology , Disease Progression , Deep Learning , Prognosis
2.
PLoS Comput Biol ; 17(3): e1008810, 2021 03.
Article in English | MEDLINE | ID: mdl-33684134

ABSTRACT

Abnormal coagulation and an increased risk of thrombosis are features of severe COVID-19, with parallels proposed with hemophagocytic lymphohistiocytosis (HLH), a life-threating condition associated with hyperinflammation. The presence of HLH was described in severely ill patients during the H1N1 influenza epidemic, presenting with pulmonary vascular thrombosis. We tested the hypothesis that genes causing primary HLH regulate pathways linking pulmonary thromboembolism to the presence of SARS-CoV-2 using novel network-informed computational algorithms. This approach led to the identification of Neutrophils Extracellular Traps (NETs) as plausible mediators of vascular thrombosis in severe COVID-19 in children and adults. Taken together, the network-informed analysis led us to propose the following model: the release of NETs in response to inflammatory signals acting in concert with SARS-CoV-2 damage the endothelium and direct platelet-activation promoting abnormal coagulation leading to serious complications of COVID-19. The underlying hypothesis is that genetic and/or environmental conditions that favor the release of NETs may predispose individuals to thrombotic complications of COVID-19 due to an increase risk of abnormal coagulation. This would be a common pathogenic mechanism in conditions including autoimmune/infectious diseases, hematologic and metabolic disorders.


Subject(s)
COVID-19/complications , COVID-19/genetics , Extracellular Traps/genetics , Lymphohistiocytosis, Hemophagocytic/complications , Lymphohistiocytosis, Hemophagocytic/genetics , Models, Biological , SARS-CoV-2/genetics , Thrombosis/etiology , Thrombosis/genetics , Algorithms , Cell Degranulation/genetics , Computational Biology , Gene Expression Regulation , Gene Regulatory Networks , Genetic Predisposition to Disease , Humans , Pandemics , Protein Interaction Maps , Pulmonary Embolism/etiology , Pulmonary Embolism/genetics , Viral Proteins/genetics
3.
Ann Surg ; 272(2): 277-283, 2020 08.
Article in English | MEDLINE | ID: mdl-32675540

ABSTRACT

: Since their discovery, neutrophil extracellular traps (NETs) have been implicated in a broad array of functions, both beneficial and detrimental to the host. Indeed, NETs have roles in infection, sepsis, wound healing, thrombotic disease, and cancer propagation, all of which are directly implicated in the care of surgical patients. Here we provide an updated review on the role of NETs in the perioperative period with specific emphasis on perioperative infections, wound healing, vascular complications, cancer propagation, as well as discussing ongoing, and future therapeutic targets. Surgeons will benefit from understanding the latest discoveries in neutrophil biology and how these novel functions affect the care of surgical patients. Furthermore, novel anti-NET therapies are being developed which may have profound effects on the care of surgical patients.


Subject(s)
Extracellular Traps/metabolism , Neutrophils/metabolism , Surgical Procedures, Operative/adverse effects , Surgical Procedures, Operative/methods , Surgical Wound Infection/metabolism , Wound Healing/physiology , Animals , Biomarkers/metabolism , Female , Humans , Male , Mice , Perioperative Care/methods , Postoperative Complications/diagnosis , Postoperative Complications/metabolism , Risk Assessment , Sensitivity and Specificity , Surgical Wound Infection/diagnosis
4.
J Pathol ; 247(5): 589-605, 2019 04.
Article in English | MEDLINE | ID: mdl-30680732

ABSTRACT

Lung malignancies are the leading cause of cancer-related mortality. By virtue of its unique physiological function, the lung microenvironment is highly dynamic and constantly subjected to mechanical, chemical and pathogenic stimuli. Thus, the airways rely on highly organized innate defense mechanisms to rapidly protect against pathogens and maintain pulmonary homeostasis. However, in the context of lung malignancy, these defenses often provide collateral inflammatory insults that can foster tumor progression. This review summarizes the interactions between cancer cells, recruited immune cells and tissue-resident cell subpopulations, such as airway epithelial cells and alveolar macrophages, during homeostasis and disease. Furthermore, we examine the role of the lung immune landscape in response to current therapeutic interventions for cancer. Given the prevalence of lung malignancies, we propose that consideration of lung physiology as a whole is necessary to understand and treat these lethal diseases. Copyright © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Disease Progression , Immunity, Innate/immunology , Lung Neoplasms/immunology , Adaptive Immunity/immunology , Cell Hypoxia/immunology , Humans , Lung/immunology , Myeloid Cells/immunology , Precancerous Conditions/immunology , Tumor Microenvironment/immunology
5.
Oncogene ; 43(26): 2015-2024, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38744952

ABSTRACT

Somatic copy number alterations (SCNAs) are prevalent in cancer and play a significant role in both tumorigenesis and therapeutic resistance. While focal SCNAs have been extensively studied, the impact of larger arm-level SCNAs remains poorly understood. Here, we investigated the association between arm-level SCNAs and overall survival in triple-negative breast cancer (TNBC), an aggressive subtype of breast cancer lacking targeted therapies. We identified frequent arm-level SCNAs, including 21q gain and 7p gain, which correlated with poor overall survival in TNBC patients. Further, we identified the expression of specific genes within these SCNAs associated with survival. Notably, we found that the expression of RIPK4, a gene located on 21q, exhibited a strong correlation with poor overall survival. In functional assays, we demonstrated that targeting Ripk4 in a murine lung metastatic TNBC model significantly reduced tumor burden, improved survival, and increased CD4+ and CD8+ T cell infiltration. RIPK4 enhanced the survival of triple-negative breast cancer cells at secondary sites, thereby facilitating the formation of metastatic lesions. Our findings highlight the significance of arm-level SCNAs in breast cancer progression and identify RIPK4 as a putative driver of TNBC metastasis and immunosuppression.


Subject(s)
DNA Copy Number Variations , Triple Negative Breast Neoplasms , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Triple Negative Breast Neoplasms/mortality , Humans , Female , Animals , Prognosis , Mice , Cell Line, Tumor , Protein Serine-Threonine Kinases/genetics , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Lung Neoplasms/mortality
6.
Cancer Res ; 84(8): 1333-1351, 2024 04 15.
Article in English | MEDLINE | ID: mdl-38277141

ABSTRACT

Cyclin-dependent kinase 4/6 (CDK4/6) inhibitors are approved for breast cancer treatment and show activity against other malignancies, including KRAS-mutant non-small cell lung cancer (NSCLC). However, the clinical efficacy of CDK4/6 inhibitors is limited due to frequent drug resistance and their largely cytostatic effects. Through a genome-wide cDNA screen, we identified that bromodomain-containing protein 4 (BRD4) overexpression conferred resistance to the CDK4/6 inhibitor palbociclib in KRAS-mutant NSCLC cells. Inhibition of BRD4, either by RNA interference or small-molecule inhibitors, synergized with palbociclib to induce senescence in NSCLC cells and tumors, and the combination prolonged survival in a KRAS-mutant NSCLC mouse model. Mechanistically, BRD4-inhibition enhanced cell-cycle arrest and reactive oxygen species (ROS) accumulation, both of which are necessary for senescence induction; this in turn elevated GPX4, a peroxidase that suppresses ROS-triggered ferroptosis. Consequently, GPX4 inhibitor treatment selectively induced ferroptotic cell death in the senescent cancer cells, resulting in tumor regression. Cotargeting CDK4/6 and BRD4 also promoted senescence and ferroptosis vulnerability in pancreatic and breast cancer cells. Together, these findings reveal therapeutic vulnerabilities and effective combinations to enhance the clinical utility of CDK4/6 inhibitors. SIGNIFICANCE: The combination of cytostatic CDK4/6 and BRD4 inhibitors induces senescent cancer cells that are primed for activation of ferroptotic cell death by targeting GPX4, providing an effective strategy for treating cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Cytostatic Agents , Ferroptosis , Lung Neoplasms , Animals , Mice , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Cyclin-Dependent Kinase 4 , Nuclear Proteins/metabolism , Cytostatic Agents/therapeutic use , Proto-Oncogene Proteins p21(ras)/metabolism , Reactive Oxygen Species/metabolism , Lung Neoplasms/genetics , Cell Line, Tumor , Transcription Factors/metabolism , Cyclin-Dependent Kinase 6 , Protein Kinase Inhibitors/pharmacology
7.
J Exp Med ; 220(8)2023 08 07.
Article in English | MEDLINE | ID: mdl-37166450

ABSTRACT

Obesity is characterized by chronic systemic inflammation and enhances cancer metastasis and mortality. Obesity promotes breast cancer metastasis to lung in a neutrophil-dependent manner; however, the upstream regulatory mechanisms of this process remain unknown. Here, we show that obesity-induced monocytes underlie neutrophil activation and breast cancer lung metastasis. Using mass cytometry, obesity favors the expansion of myeloid lineages while restricting lymphoid cells within the peripheral blood. RNA sequencing and flow cytometry revealed that obesity-associated monocytes resemble professional antigen-presenting cells due to a shift in their development and exhibit enhanced MHCII expression and CXCL2 production. Monocyte induction of the CXCL2-CXCR2 axis underlies neutrophil activation and release of neutrophil extracellular traps to promote metastasis, and enhancement of this signaling axis is observed in lung metastases from obese cancer patients. Our findings provide mechanistic insight into the relationship between obesity and cancer by broadening our understanding of the interactive role that myeloid cells play in this process.


Subject(s)
Breast Neoplasms , Lung Neoplasms , Humans , Female , Monocytes/pathology , Lung Neoplasms/pathology , Obesity/metabolism , Myeloid Cells/metabolism , Breast Neoplasms/pathology , Inflammation
8.
Cancer Cell ; 38(2): 164-166, 2020 08 10.
Article in English | MEDLINE | ID: mdl-32781042

ABSTRACT

Neutrophil extracellular traps (NETs) have been implicated in a wide array of biological processes extending beyond the containment of infection, including metastatic dissemination. A recent publication in Nature highlights a NETs-dependent mechanism that directly enhances the invasive and proliferative properties of cancer cells.


Subject(s)
Extracellular Traps , Neutrophils , DNA
9.
Nat Commun ; 10(1): 5745, 2019 12 17.
Article in English | MEDLINE | ID: mdl-31848339

ABSTRACT

Liver metastases (LM) remain a major cause of cancer-associated death and a clinical challenge. Here we explore a sexual dimorphism observed in the regulation of the tumor immune microenvironment (TIME) of LM, wherein the accumulation of myeloid-derived suppressor cells (MDSC) and regulatory T cells in colon and lung carcinoma LM is TNFR2-dependent in female, but not in male mice. In ovariectomized mice, a marked reduction is observed in colorectal, lung and pancreatic carcinoma LM that is reversible by estradiol reconstitution. This is associated with reduced liver MDSC accumulation, increased interferon-gamma (IFN-γ) and granzyme B production in CD8+ T cells and reduced TNFR2, IDO2, TDO and Serpin B9 expression levels. Treatment with tamoxifen increases liver cytotoxic T cell accumulation and reduces colon cancer LM. The results identify estrogen as a regulator of a pro-metastatic immune microenvironment in the liver and a potential target in the management of liver metastatic disease.


Subject(s)
Estrogens/metabolism , Liver Neoplasms/secondary , Liver/pathology , Lymphocytes, Tumor-Infiltrating/immunology , Tumor Microenvironment/immunology , Animals , Cell Line, Tumor/transplantation , Colonic Neoplasms/pathology , Disease Models, Animal , Estradiol/administration & dosage , Estrogen Antagonists/pharmacology , Estrogen Antagonists/therapeutic use , Estrogens/immunology , Female , Humans , Liver/drug effects , Liver/immunology , Liver Neoplasms/immunology , Liver Neoplasms/prevention & control , Lung Neoplasms/pathology , Lymphocytes, Tumor-Infiltrating/drug effects , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Myeloid-Derived Suppressor Cells/drug effects , Myeloid-Derived Suppressor Cells/immunology , Ovariectomy , Pancreatic Neoplasms/pathology , Receptors, Tumor Necrosis Factor, Type II/genetics , Receptors, Tumor Necrosis Factor, Type II/metabolism , Sex Factors , T-Lymphocytes, Regulatory/drug effects , T-Lymphocytes, Regulatory/immunology , Tamoxifen/pharmacology , Tamoxifen/therapeutic use , Tumor Microenvironment/drug effects , Pancreatic Neoplasms
10.
Oncotarget ; 9(21): 15691-15704, 2018 Mar 20.
Article in English | MEDLINE | ID: mdl-29644002

ABSTRACT

The growth of cancer metastases in the liver depends on a permissive interaction with the hepatic microenvironment and neutrophils can contribute to this interaction, either positively or negatively, depending on their phenotype. Here we investigated the role of IGF-I in the control of the tumor microenvironment in the liver, using mice with a conditional, liver-specific, IGF-I deficiency (iLID) induced by a single tamoxifen injection. In mice that had a sustained (3 weeks) IGF-I deficiency prior to the intrasplenic/portal inoculation of colon carcinoma MC-38 cells, we observed an increase in neutrophil accumulation in the liver relative to controls. However, unlike controls, these neutrophils did not acquire the (anti-inflammatory) tumor-promoting phenotype, as evidenced by retention of high ICAM-1 expression and nitric oxide production and low CXCR4, CCL5, and VEGF expression and arginase production, all characteristic of the (pro-inflammatory) phenotype. This coincided with an increase in apoptotic tumor cells and reduced metastasis. Neutrophils isolated from these mice also had reduced IGF-IR expression levels. These changes were not observed in iLID mice with a short-term (2 days) IGF-I depletion, despite a 70% reduction in their circulating IGF-I levels, indicating that a sustained IGF-I deficiency was necessary to alter the neutrophil phenotype. Similar results were obtained with the highly metastatic Lewis lung carcinoma subline H-59 cells and in mice injected with an IGF-Trap that blocks IGF-IR signaling by reducing ligand bioavailability. Our results implicate the IGF axis in neutrophil polarization and the induction of a pro-metastatic microenvironment in the liver.

11.
Oncogene ; 37(28): 3790-3805, 2018 07.
Article in English | MEDLINE | ID: mdl-29651051

ABSTRACT

Liver metastases remain a major cause of death from gastrointestinal tract cancers as well as from other malignancies such as breast and lung carcinomas and melanoma. Understanding the underlying biology is essential for the design of effective targeted therapies. We previously reported that collagen IV α1/α2 overexpression in non-metastatic lung carcinoma (M27colIV) cells increased their metastatic ability, specifically to the liver and documented high collagen IV levels in surgical resections of liver metastases from diverse tumor types. Here, we aimed to elucidate the functional relevance of collagen IV to metastatic outgrowth in the liver. Gene expression profiling revealed in M27colIVcells significant increases in the expression of chemokines CCL5 (5.7-fold) and CCL7 (2.6-fold) relative to wild-type cells, and this was validated by qPCR and western blotting. Similarly, in human colon carcinoma KM12C and KM12SM cells with divergent liver-colonizing potentials, CCL7 and CCL5 production correlated with type IV collagen expression and the metastatic phenotype. CCL7 silencing by short hairpin RNA (shRNA) reduced experimental liver metastasis in both cell types, whereas CCL5 silencing reduced metastasis of M27colIV cells, implicating these cytokines in metastatic expansion in the liver. Subsequent functional analyses implicated both MEK/ERK and PI3K signaling upstream of CCL7 upregulation and identified CCL7 (but not CCL5) as a critical migration/invasion factor, acting via the chemokine receptor CCR3. Chemokine CCL5 was identified as a regulator of the T-cell immune response in the liver. Loss of CCL7 in KM12SM cells was also associated with altered E-cadherin and reduced vimentin and Snail expression, implicating it in epithelial-to-mesenchymal transition in these cells. Moreover, in clinical specimens of colon cancer liver metastases analyzed by immunohistochemistry, CCL5 and CCL7 levels paralleled those of collagen IV. The results identify the chemokines CCL5 and CCL7 as type IV collagen-regulated genes that promote liver metastasis by distinct and complementary mechanisms.


Subject(s)
Chemokine CCL5/metabolism , Chemokine CCL7/metabolism , Collagen Type IV/metabolism , Liver Neoplasms/metabolism , Liver Neoplasms/pathology , Animals , Cadherins/metabolism , Carcinoma, Lewis Lung , Cell Line, Tumor , Cell Movement/physiology , Epithelial-Mesenchymal Transition/physiology , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/physiology , Humans , Mice , Mice, Inbred C57BL , Mice, Nude , Phosphatidylinositol 3-Kinases/metabolism , Signal Transduction/physiology , Snail Family Transcription Factors/metabolism , Up-Regulation/physiology , Vimentin/metabolism
12.
Clin Cancer Res ; 23(21): 6390-6399, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28615370

ABSTRACT

Curative treatment for metastatic solid cancers remains elusive. The liver, which is nourished by a rich blood supply from both the arterial and portal venous systems, is the most common site of visceral metastases, particularly from cancers arising in the gastrointestinal tract, with colorectal cancer being the predominant primary site in Western countries. A mounting body of evidence suggests that the liver microenvironment (LME) provides autocrine and paracrine signals originating from both parenchymal and nonparenchymal cells that collectively create both pre- and prometastatic niches for the development of hepatic metastases. These resident cells and their molecular mediators represent potential therapeutic targets for the prevention and/or treatment of liver metastases (LM). This review summarizes: (i) the current therapeutic options for treating LM, with a particular focus on colorectal cancer LM; (ii) the role of the LME in LM at each of its phases; (iii) potential targets in the LME identified through preclinical and clinical investigations; and (iv) potential therapeutic approaches for targeting elements of the LME before and/or after the onset of LM as the basis for future clinical trials. Clin Cancer Res; 23(21); 6390-9. ©2017 AACR.


Subject(s)
Gastrointestinal Neoplasms/genetics , Liver Neoplasms/drug therapy , Liver Neoplasms/genetics , Liver/metabolism , Gastrointestinal Neoplasms/drug therapy , Gastrointestinal Neoplasms/pathology , Humans , Liver/pathology , Liver Neoplasms/pathology , Liver Neoplasms/secondary , Molecular Targeted Therapy , Neoplasm Metastasis , Tumor Microenvironment/genetics
13.
Oncotarget ; 8(32): 52281-52293, 2017 Aug 08.
Article in English | MEDLINE | ID: mdl-28881729

ABSTRACT

Hepatic stellate cells (HSC) play a major role in initiating the liver fibrogenic (wounding) response of the liver and can also orchestrate a pro-metastatic microenvironment in the liver in response to invading cancer cells. Here we explored the role of the hepatic stellate cells in colon carcinoma liver metastasis with emphasis on the contribution of the insulin-like growth factor (IGF) axis to their activation and function. To this end, we used mice with a Tamoxifen inducible liver IGF-I deficiency. We found that in mice with a sustained IGF-I deficiency, recruitment and activation of HSC into tumor-infiltrated areas of the liver were markedly diminished, resulting in decreased collagen deposition and reduced tumor expansion. In addition, IGF-I could rescue HSC from apoptosis induced by pro-inflammatory factors such as TNF-α known to be upregulated in the early stages of liver metastasis. Moreover, in surgical specimens, activated IGF-IR was observed on HSC-like stromal cells surrounding colorectal carcinoma liver metastases. Finally, IGF-targeting in vivo using an IGF-Trap caused a significant reduction in HSC activation in response to metastatic colon cancer cells. Therefore, our data identify IGF as a survival factor for HSC and thereby, a promoter of the pro-metastatic microenvironment in the liver. IGF-targeting could therefore provide a strategy for curtailing the pro-metastatic host response of the liver during the early stages of liver metastasis.

14.
Cell Rep ; 11(9): 1425-36, 2015 Jun 09.
Article in English | MEDLINE | ID: mdl-26027925

ABSTRACT

Eukaryotic mRNA degradation often initiates with the recruitment of the CCR4-NOT deadenylase complex and decay factors to the mRNA 3' terminus. How the 3'-proximal decay machinery interacts with the 5'-terminal cap structure in order to engender mRNA decapping and 5'-3' degradation is unclear. Human 4E-T is an eIF4E-binding protein that has been reported to promote mRNA decay, albeit via an unknown mechanism. Here, we show that 4E-T is a component of the mRNA decay machinery and interacts with factors including DDX6, LSM14, and the LSM1-7-PAT1 complex. We also provide evidence that 4E-T associates with, and enhances the decay of, mRNAs targeted by the CCR4-NOT deadenylase complex, including microRNA targets. Importantly, we demonstrate that 4E-T must interact with eIF4E to engender mRNA decay. Taken together, our data support a model where 4E-T promotes mRNA turnover by physically linking the 3'-terminal mRNA decay machinery to the 5' cap via its interaction with eIF4E.


Subject(s)
Nucleocytoplasmic Transport Proteins/metabolism , RNA Interference/physiology , RNA Stability/physiology , RNA, Messenger/metabolism , HeLa Cells , Humans , Immunoprecipitation , RNA, Small Interfering , Transfection
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