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1.
Cell ; 186(8): 1580-1609, 2023 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-37059066

RESUMO

Tumor cells do not exist in isolation in vivo, and carcinogenesis depends on the surrounding tumor microenvironment (TME), composed of a myriad of cell types and biophysical and biochemical components. Fibroblasts are integral in maintaining tissue homeostasis. However, even before a tumor develops, pro-tumorigenic fibroblasts in close proximity can provide the fertile 'soil' to the cancer 'seed' and are known as cancer-associated fibroblasts (CAFs). In response to intrinsic and extrinsic stressors, CAFs reorganize the TME enabling metastasis, therapeutic resistance, dormancy and reactivation by secreting cellular and acellular factors. In this review, we summarize the recent discoveries on CAF-mediated cancer progression with a particular focus on fibroblast heterogeneity and plasticity.


Assuntos
Fibroblastos Associados a Câncer , Neoplasias , Humanos , Fibroblastos Associados a Câncer/metabolismo , Carcinogênese , Neoplasias/patologia , Microambiente Tumoral/fisiologia
2.
Cell ; 186(8): 1610-1626, 2023 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-37059067

RESUMO

Intercellular communication is a key feature of cancer progression and metastasis. Extracellular vesicles (EVs) are generated by all cells, including cancer cells, and recent studies have identified EVs as key mediators of cell-cell communication via packaging and transfer of bioactive constituents to impact the biology and function of cancer cells and cells of the tumor microenvironment. Here, we review recent advances in understanding the functional contribution of EVs to cancer progression and metastasis, as cancer biomarkers, and the development of cancer therapeutics.


Assuntos
Vesículas Extracelulares , Neoplasias , Humanos , Neoplasias/patologia , Comunicação Celular/fisiologia , Biomarcadores Tumorais , Microambiente Tumoral/fisiologia
3.
Cell ; 181(2): 236-249, 2020 04 16.
Artigo em Inglês | MEDLINE | ID: mdl-32302568

RESUMO

Crucial transitions in cancer-including tumor initiation, local expansion, metastasis, and therapeutic resistance-involve complex interactions between cells within the dynamic tumor ecosystem. Transformative single-cell genomics technologies and spatial multiplex in situ methods now provide an opportunity to interrogate this complexity at unprecedented resolution. The Human Tumor Atlas Network (HTAN), part of the National Cancer Institute (NCI) Cancer Moonshot Initiative, will establish a clinical, experimental, computational, and organizational framework to generate informative and accessible three-dimensional atlases of cancer transitions for a diverse set of tumor types. This effort complements both ongoing efforts to map healthy organs and previous large-scale cancer genomics approaches focused on bulk sequencing at a single point in time. Generating single-cell, multiparametric, longitudinal atlases and integrating them with clinical outcomes should help identify novel predictive biomarkers and features as well as therapeutically relevant cell types, cell states, and cellular interactions across transitions. The resulting tumor atlases should have a profound impact on our understanding of cancer biology and have the potential to improve cancer detection, prevention, and therapeutic discovery for better precision-medicine treatments of cancer patients and those at risk for cancer.


Assuntos
Transformação Celular Neoplásica/metabolismo , Neoplasias/metabolismo , Microambiente Tumoral/fisiologia , Atlas como Assunto , Transformação Celular Neoplásica/patologia , Genômica/métodos , Humanos , Medicina de Precisão/métodos , Análise de Célula Única/métodos
4.
Cell ; 181(2): 486-486.e1, 2020 04 16.
Artigo em Inglês | MEDLINE | ID: mdl-32302576

RESUMO

Cancer-associated fibroblasts (CAFs) are an integral component of the tumor microenvironment and have both tumor-promoting and tumor-suppressive functions. This SnapShot summarizes the origins of CAFs, their diverse functions, and how this relates to heterogeneity within the population. The suitability of targeting CAFs therapeutically is also discussed.


Assuntos
Fibroblastos Associados a Câncer/patologia , Fibroblastos Associados a Câncer/fisiologia , Microambiente Tumoral/fisiologia , Biomarcadores Tumorais , Fibroblastos Associados a Câncer/metabolismo , Linhagem Celular Tumoral , Proliferação de Células , Transformação Celular Neoplásica/patologia , Progressão da Doença , Fibroblastos/patologia , Fibroblastos/fisiologia , Humanos , Neoplasias/metabolismo , Neoplasias/fisiopatologia
5.
Cell ; 181(4): 832-847.e18, 2020 05 14.
Artigo em Inglês | MEDLINE | ID: mdl-32304665

RESUMO

Obesity is a major modifiable risk factor for pancreatic ductal adenocarcinoma (PDAC), yet how and when obesity contributes to PDAC progression is not well understood. Leveraging an autochthonous mouse model, we demonstrate a causal and reversible role for obesity in early PDAC progression, showing that obesity markedly enhances tumorigenesis, while genetic or dietary induction of weight loss intercepts cancer development. Molecular analyses of human and murine samples define microenvironmental consequences of obesity that foster tumorigenesis rather than new driver gene mutations, including significant pancreatic islet cell adaptation in obesity-associated tumors. Specifically, we identify aberrant beta cell expression of the peptide hormone cholecystokinin (Cck) in response to obesity and show that islet Cck promotes oncogenic Kras-driven pancreatic ductal tumorigenesis. Our studies argue that PDAC progression is driven by local obesity-associated changes in the tumor microenvironment and implicate endocrine-exocrine signaling beyond insulin in PDAC development.


Assuntos
Carcinoma Ductal Pancreático/etiologia , Carcinoma Ductal Pancreático/metabolismo , Obesidade/metabolismo , Animais , Carcinogênese/genética , Carcinoma Ductal Pancreático/patologia , Linhagem Celular , Linhagem Celular Tumoral , Transformação Celular Neoplásica/genética , Modelos Animais de Doenças , Progressão da Doença , Células Endócrinas/metabolismo , Glândulas Exócrinas/metabolismo , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Mutação/genética , Obesidade/genética , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patologia , Transdução de Sinais/genética , Microambiente Tumoral/fisiologia , Neoplasias Pancreáticas
6.
Cell ; 177(2): 414-427.e13, 2019 04 04.
Artigo em Inglês | MEDLINE | ID: mdl-30951669

RESUMO

PD-L1 on the surface of tumor cells binds its receptor PD-1 on effector T cells, thereby suppressing their activity. Antibody blockade of PD-L1 can activate an anti-tumor immune response leading to durable remissions in a subset of cancer patients. Here, we describe an alternative mechanism of PD-L1 activity involving its secretion in tumor-derived exosomes. Removal of exosomal PD-L1 inhibits tumor growth, even in models resistant to anti-PD-L1 antibodies. Exosomal PD-L1 from the tumor suppresses T cell activation in the draining lymph node. Systemically introduced exosomal PD-L1 rescues growth of tumors unable to secrete their own. Exposure to exosomal PD-L1-deficient tumor cells suppresses growth of wild-type tumor cells injected at a distant site, simultaneously or months later. Anti-PD-L1 antibodies work additively, not redundantly, with exosomal PD-L1 blockade to suppress tumor growth. Together, these findings show that exosomal PD-L1 represents an unexplored therapeutic target, which could overcome resistance to current antibody approaches.


Assuntos
Antígeno B7-H1/metabolismo , Antígeno B7-H1/fisiologia , Microambiente Tumoral/imunologia , Animais , Anticorpos Monoclonais/uso terapêutico , Linhagem Celular Tumoral , Exossomos/metabolismo , Humanos , Imunoterapia , Ativação Linfocitária/imunologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Linfócitos T/imunologia , Microambiente Tumoral/fisiologia
7.
Cell ; 175(2): 429-441.e16, 2018 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-30245008

RESUMO

Targeting autophagy in cancer cells and in the tumor microenvironment are current goals of cancer therapy. However, components of canonical autophagy play roles in other biological processes, adding complexity to this goal. One such alternative function of autophagy proteins is LC3-associated phagocytosis (LAP), which functions in phagosome maturation and subsequent signaling events. Here, we show that impairment of LAP in the myeloid compartment, rather than canonical autophagy, induces control of tumor growth by tumor-associated macrophages (TAM) upon phagocytosis of dying tumor cells. Single-cell RNA sequencing (RNA-seq) analysis revealed that defects in LAP induce pro-inflammatory gene expression and trigger STING-mediated type I interferon responses in TAM. We found that the anti-tumor effects of LAP impairment require tumor-infiltrating T cells, dependent upon STING and the type I interferon response. Therefore, autophagy proteins in the myeloid cells of the tumor microenvironment contribute to immune suppression of T lymphocytes by effecting LAP.


Assuntos
Tolerância Imunológica/fisiologia , Proteínas Associadas aos Microtúbulos/fisiologia , Fagocitose/fisiologia , Animais , Autofagia/imunologia , Linhagem Celular , Interações Hospedeiro-Patógeno , Humanos , Tolerância Imunológica/imunologia , Macrófagos , Camundongos , Camundongos Endogâmicos C57BL , Proteínas Associadas aos Microtúbulos/metabolismo , Células Mieloides/metabolismo , Fagossomos/fisiologia , Linfócitos T/metabolismo , Microambiente Tumoral/fisiologia
8.
Nat Rev Mol Cell Biol ; 20(2): 69-84, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30459476

RESUMO

Epithelial-mesenchymal transition (EMT) is a cellular programme that is known to be crucial for embryogenesis, wound healing and malignant progression. During EMT, cell-cell and cell-extracellular matrix interactions are remodelled, which leads to the detachment of epithelial cells from each other and the underlying basement membrane, and a new transcriptional programme is activated to promote the mesenchymal fate. In the context of neoplasias, EMT confers on cancer cells increased tumour-initiating and metastatic potential and a greater resistance to elimination by several therapeutic regimens. In this Review, we discuss recent findings on the mechanisms and roles of EMT in normal and neoplastic tissues, and the cell-intrinsic signals that sustain expression of this programme. We also highlight how EMT gives rise to a variety of intermediate cell states between the epithelial and the mesenchymal state, which could function as cancer stem cells. In addition, we describe the contributions of the tumour microenvironment in inducing EMT and the effects of EMT on the immunobiology of carcinomas.


Assuntos
Transição Epitelial-Mesenquimal/fisiologia , Neoplasias/patologia , Animais , Matriz Extracelular/patologia , Humanos , Células-Tronco Neoplásicas/patologia , Microambiente Tumoral/fisiologia
9.
Immunity ; 54(5): 903-915, 2021 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-33979587

RESUMO

Fibroblasts and macrophages are present in all tissues, and mounting evidence supports that these cells engage in direct communication to influence the overall tissue microenvironment and affect disease outcomes. Here, we review the current understanding of the molecular mechanisms that underlie fibroblast-macrophage interactions in health, fibrosis, and cancer. We present an integrated view of fibroblast-macrophage interactions that is centered on the CSF1-CSF1R axis and discuss how additional molecular programs linking these cell types can underpin disease onset, progression, and resolution. These programs may be tissue and context dependent, affected also by macrophage and fibroblast origin and state, as seen most clearly in cancer. Continued efforts to understand these cells and the means by which they interact may provide therapeutic approaches for the treatment of fibrosis and cancer.


Assuntos
Fibroblastos/metabolismo , Fibrose/metabolismo , Macrófagos/metabolismo , Neoplasias/metabolismo , Animais , Diferenciação Celular/fisiologia , Humanos , Fator Estimulador de Colônias de Macrófagos/metabolismo , Receptores de Fator Estimulador das Colônias de Granulócitos e Macrófagos/metabolismo , Microambiente Tumoral/fisiologia
10.
Immunity ; 54(7): 1561-1577.e7, 2021 07 13.
Artigo em Inglês | MEDLINE | ID: mdl-34102100

RESUMO

A common metabolic alteration in the tumor microenvironment (TME) is lipid accumulation, a feature associated with immune dysfunction. Here, we examined how CD8+ tumor infiltrating lymphocytes (TILs) respond to lipids within the TME. We found elevated concentrations of several classes of lipids in the TME and accumulation of these in CD8+ TILs. Lipid accumulation was associated with increased expression of CD36, a scavenger receptor for oxidized lipids, on CD8+ TILs, which also correlated with progressive T cell dysfunction. Cd36-/- T cells retained effector functions in the TME, as compared to WT counterparts. Mechanistically, CD36 promoted uptake of oxidized low-density lipoproteins (OxLDL) into T cells, and this induced lipid peroxidation and downstream activation of p38 kinase. Inhibition of p38 restored effector T cell functions in vitro, and resolution of lipid peroxidation by overexpression of glutathione peroxidase 4 restored functionalities in CD8+ TILs in vivo. Thus, an oxidized lipid-CD36 axis promotes intratumoral CD8+ T cell dysfunction and serves as a therapeutic avenue for immunotherapies.


Assuntos
Antígenos CD36/metabolismo , Linfócitos T CD8-Positivos/metabolismo , Peroxidação de Lipídeos/fisiologia , Lipoproteínas LDL/metabolismo , Neoplasias/metabolismo , Receptores Depuradores/metabolismo , Animais , Transporte Biológico/fisiologia , Linhagem Celular Tumoral , Células HEK293 , Humanos , Leucócitos Mononucleares/metabolismo , Linfócitos do Interstício Tumoral/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microambiente Tumoral/fisiologia
11.
Physiol Rev ; 102(1): 455-510, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34541899

RESUMO

Rho GTPases are a family of small G proteins that regulate a wide array of cellular processes related to their key roles controlling the cytoskeleton. Cancer is a multistep disease caused by the accumulation of genetic mutations and epigenetic alterations, from the initial stages of cancer development when cells in normal tissues undergo transformation, to the acquisition of invasive and metastatic traits, responsible for a large number of cancer related deaths. In this review, we discuss the role of Rho GTPase signaling in cancer in every step of disease progression. Rho GTPases contribute to tumor initiation and progression, by regulating proliferation and apoptosis, but also metabolism, senescence, and cancer cell stemness. Rho GTPases play a major role in cell migration and in the metastatic process. They are also involved in interactions with the tumor microenvironment and regulate inflammation, contributing to cancer progression. After years of intensive research, we highlight the importance of relevant models in the Rho GTPase field, and we reflect on the therapeutic opportunities arising for cancer patients.


Assuntos
Transformação Celular Neoplásica/metabolismo , Neoplasias/tratamento farmacológico , Microambiente Tumoral/fisiologia , Proteínas rho de Ligação ao GTP/metabolismo , Animais , Movimento Celular/fisiologia , Transformação Celular Neoplásica/imunologia , Humanos , Transdução de Sinais/genética
12.
Mol Cell ; 77(2): 213-227.e5, 2020 01 16.
Artigo em Inglês | MEDLINE | ID: mdl-31735641

RESUMO

Macrophages form a major cell population in the tumor microenvironment. They can be activated and polarized into tumor-associated macrophages (TAM) by the tumor-derived soluble molecules to promote tumor progression and metastasis. Here, we used comparative metabolomics coupled with biochemical and animal studies to show that cancer cells release succinate into their microenvironment and activate succinate receptor (SUCNR1) signaling to polarize macrophages into TAM. Furthermore, the results from in vitro and in vivo studies revealed that succinate promotes not only cancer cell migration and invasion but also cancer metastasis. These effects are mediated by SUCNR1-triggered PI3K-hypoxia-inducible factor 1α (HIF-1α) axis. Compared with healthy subjects and tumor-free lung tissues, serum succinate levels and lung cancer SUCNR1 expression were elevated in lung cancer patients, suggesting an important clinical relevance. Collectively, our findings indicate that the secreted tumor-derived succinate belongs to a novel class of cancer progression factors, controlling TAM polarization and promoting tumorigenic signaling.


Assuntos
Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Macrófagos/metabolismo , Metástase Neoplásica/patologia , Receptores Acoplados a Proteínas G/metabolismo , Ácido Succínico/metabolismo , Células A549 , Animais , Linhagem Celular Tumoral , Movimento Celular/fisiologia , Células HT29 , Humanos , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Células MCF-7 , Macrófagos/patologia , Camundongos Endogâmicos C57BL , Células PC-3 , Transdução de Sinais/fisiologia , Microambiente Tumoral/fisiologia
13.
Genes Dev ; 34(23-24): 1577-1598, 2020 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-33262145

RESUMO

Metastasis is the ultimate "survival of the fittest" test for cancer cells, as only a small fraction of disseminated tumor cells can overcome the numerous hurdles they encounter during the transition from the site of origin to a distinctly different distant organ in the face of immune and therapeutic attacks and various other stresses. During cancer progression, tumor cells develop a variety of mechanisms to cope with the stresses they encounter, and acquire the ability to form metastases. Restraining these stress-releasing pathways could serve as potentially effective strategies to prevent or reduce metastasis and improve the survival of cancer patients. Here, we provide an overview of the tumor-intrinsic, microenvironment- and treatment-induced stresses that tumor cells encounter in the metastatic cascade and the molecular pathways they develop to relieve these stresses. We also summarize the preclinical and clinical studies that evaluate the potential therapeutic benefit of targeting these stress-relieving pathways.


Assuntos
Antineoplásicos/uso terapêutico , Metástase Neoplásica/fisiopatologia , Neoplasias/fisiopatologia , Neoplasias/terapia , Estresse Fisiológico/fisiologia , Microambiente Tumoral/fisiologia , Regulação Neoplásica da Expressão Gênica , Humanos
14.
Physiol Rev ; 100(4): 1707-1751, 2020 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-32297835

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) belongs to the most lethal solid tumors in humans. A histological hallmark feature of PDAC is the pronounced tumor microenvironment (TME) that dynamically evolves during tumor progression. The TME consists of different non-neoplastic cells such as cancer-associated fibroblasts, immune cells, endothelial cells, and neurons. Furthermore, abundant extracellular matrix components such as collagen and hyaluronic acid as well as matricellular proteins create a highly dynamic and hypovascular TME with multiple biochemical and physical interactions among the various cellular and acellular components that promote tumor progression and therapeutic resistance. In recent years, intensive research efforts have resulted in a significantly improved understanding of the biology and pathophysiology of the TME in PDAC, and novel stroma-targeted approaches are emerging that may help to improve the devastating prognosis of PDAC patients. However, none of anti-stromal therapies has been approved in patients so far, and there is still a large discrepancy between multiple successful preclinical results and subsequent failure in clinical trials. Furthermore, recent findings suggest that parts of the TME may also possess tumor-restraining properties rendering tailored therapies even more challenging.


Assuntos
Adenocarcinoma/fisiopatologia , Neoplasias Pancreáticas/fisiopatologia , Microambiente Tumoral/fisiologia , Adenocarcinoma/tratamento farmacológico , Animais , Humanos , Neoplasias Pancreáticas/tratamento farmacológico
16.
EMBO J ; 40(13): e108130, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-34121201

RESUMO

While intracellular adenosine triphosphate (ATP) occupies a key position in the bioenergetic metabolism of all the cellular compartments that form the tumor microenvironment (TME), extracellular ATP operates as a potent signal transducer. The net effects of purinergic signaling on the biology of the TME depend not only on the specific receptors and cell types involved, but also on the activation status of cis- and trans-regulatory circuitries. As an additional layer of complexity, extracellular ATP is rapidly catabolized by ectonucleotidases, culminating in the accumulation of metabolites that mediate distinct biological effects. Here, we discuss the molecular and cellular mechanisms through which ATP and its degradation products influence cancer immunosurveillance, with a focus on therapeutically targetable circuitries.


Assuntos
Trifosfato de Adenosina/imunologia , Trifosfato de Adenosina/metabolismo , Neoplasias/imunologia , Neoplasias/metabolismo , Animais , Humanos , Transdução de Sinais/imunologia , Microambiente Tumoral/imunologia , Microambiente Tumoral/fisiologia
17.
Am J Pathol ; 194(7): 1306-1316, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38588851

RESUMO

The role of the phosphatidylinositol 3-kinase (PI3K)/Akt pathway in renal cell carcinoma (RCC) progression, metastasis, and resistance to therapies has not been investigated thoroughly. Transcription factor E3 (TFE3) expression is related to a poorer prognosis and tumor microenvironment in patients with RCC. This study aimed to determine the relationship between TFE3 and the PI3K/Akt pathway. TFE3 down-regulation was achieved by transient transfection of siRNA and shRNA in UOK146 cells. TFE3 overexpression was induced by transient transfection with pcDNA3.1 encoding the constitutively active form of TFE3. The cells were treated with mammalian target of rapamycin (mTOR) and PI3K inhibitors. Western blot was performed to detect TFE3, programmed death-ligand 1, phospho-Akt, and Akt. Phospho-Akt expression increased significantly upon TFE3 down-regulation, and decreased significantly upon up-regulation. When RCC cells were treated with a PI3K inhibitor (LY294002), TFE3 expression increased and phospho-Akt expression decreased. Data from this study indicate that TFE3 plays a role in the PI3K/Akt pathway in RCC. The results of this study suggest that PI3K/Akt inhibitors may aid in the treatment of patients with RCC by affecting the tumor microenvironment.


Assuntos
Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos , Carcinoma de Células Renais , Neoplasias Renais , Proteínas Proto-Oncogênicas c-akt , Transdução de Sinais , Serina-Treonina Quinases TOR , Microambiente Tumoral , Humanos , Carcinoma de Células Renais/patologia , Carcinoma de Células Renais/metabolismo , Carcinoma de Células Renais/genética , Serina-Treonina Quinases TOR/metabolismo , Microambiente Tumoral/fisiologia , Neoplasias Renais/patologia , Neoplasias Renais/metabolismo , Neoplasias Renais/genética , Fatores de Transcrição de Zíper de Leucina e Hélice-Alça-Hélix Básicos/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Transdução de Sinais/fisiologia , Linhagem Celular Tumoral , Fosfatidilinositol 3-Quinases/metabolismo , Regulação Neoplásica da Expressão Gênica
18.
FASEB J ; 38(13): e23785, 2024 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-38949120

RESUMO

Cancer metastasis is the leading cause of death for those afflicted with cancer. In cancer metastasis, the cancer cells break off from the primary tumor, penetrate nearby blood vessels, and attach and extravasate out of the vessels to form secondary tumors at distant organs. This makes extravasation a critical step of the metastatic cascade. Herein, with a focus on triple-negative breast cancer, the role that the prospective secondary tumor microenvironment's mechanical properties play in circulating tumor cells' extravasation is reviewed. Specifically, the effects of the physically regulated vascular endothelial glycocalyx barrier element, vascular flow factors, and subendothelial extracellular matrix mechanical properties on cancer cell extravasation are examined. The ultimate goal of this review is to clarify the physical mechanisms that drive triple-negative breast cancer extravasation, as these mechanisms may be potential new targets for anti-metastasis therapy.


Assuntos
Glicocálix , Neoplasias de Mama Triplo Negativas , Microambiente Tumoral , Glicocálix/metabolismo , Glicocálix/patologia , Humanos , Neoplasias de Mama Triplo Negativas/patologia , Neoplasias de Mama Triplo Negativas/metabolismo , Feminino , Microambiente Tumoral/fisiologia , Animais , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patologia , Metástase Neoplásica , Endotélio Vascular/metabolismo , Endotélio Vascular/patologia
19.
PLoS Comput Biol ; 20(6): e1011361, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38875302

RESUMO

Tumor microenvironments (TMEs) contain vast amounts of information on patient's cancer through their cellular composition and the spatial distribution of tumor cells and immune cell populations. Exploring variations in TMEs between patient groups, as well as determining the extent to which this information can predict outcomes such as patient survival or treatment success with emerging immunotherapies, is of great interest. Moreover, in the face of a large number of cell interactions to consider, we often wish to identify specific interactions that are useful in making such predictions. We present an approach to achieve these goals based on summarizing spatial relationships in the TME using spatial K functions, and then applying functional data analysis and random forest models to both predict outcomes of interest and identify important spatial relationships. This approach is shown to be effective in simulation experiments at both identifying important spatial interactions while also controlling the false discovery rate. We further used the proposed approach to interrogate two real data sets of Multiplexed Ion Beam Images of TMEs in triple negative breast cancer and lung cancer patients. The methods proposed are publicly available in a companion R package funkycells.


Assuntos
Comunicação Celular , Microambiente Tumoral , Microambiente Tumoral/fisiologia , Humanos , Comunicação Celular/fisiologia , Biologia Computacional/métodos , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/patologia , Algoritmos , Simulação por Computador , Neoplasias de Mama Triplo Negativas/patologia , Neoplasias de Mama Triplo Negativas/imunologia , Neoplasias/imunologia , Neoplasias/patologia , Modelos Biológicos , Feminino , Algoritmo Florestas Aleatórias
20.
J Neuroinflammation ; 21(1): 226, 2024 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-39285276

RESUMO

Glioma is the most common primary intracranial tumor in adults, with high incidence, recurrence, and mortality rates. Tumor-associated neutrophils (TANs) are essential components of the tumor microenvironment (TME) in glioma and play a crucial role in glioma cell proliferation, invasion and proneural-mesenchymal transition. Besides the interactions between TANs and tumor cells, the multi-dimensional crosstalk between TANs and other components within TME have been reported to participate in glioma progression. More importantly, several therapies targeting TANs have been developed and relevant preclinical and clinical studies have been conducted in cancer therapy. In this review, we introduce the origin of TANs and the functions of TANs in malignant behaviors of glioma, highlighting the microenvironmental regulation of TANs. Moreover, we focus on summarizing the TANs-targeted methods in cancer therapy, aiming to provide insights into the mechanisms and therapeutic opportunities of TANs in the malignant glioma microenvironment.


Assuntos
Neoplasias Encefálicas , Glioma , Neutrófilos , Microambiente Tumoral , Humanos , Microambiente Tumoral/fisiologia , Microambiente Tumoral/imunologia , Glioma/patologia , Glioma/terapia , Glioma/imunologia , Neutrófilos/patologia , Neutrófilos/imunologia , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/terapia , Neoplasias Encefálicas/imunologia , Animais
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