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1.
Nat Commun ; 14(1): 5810, 2023 09 19.
Artículo en Inglés | MEDLINE | ID: mdl-37726308

RESUMEN

The tumor microenvironment (TME) is comprised of non-malignant cells that interact with each other and with cancer cells, critically impacting cancer biology. The TME is complex, and understanding it requires simplifying approaches. Here we provide an experimental-mathematical approach to decompose the TME into small circuits of interacting cell types. We find, using female breast cancer single-cell-RNA-sequencing data, a hierarchical network of interactions, with cancer-associated fibroblasts (CAFs) at the top secreting factors primarily to tumor-associated macrophages (TAMs). This network is composed of repeating circuit motifs. We isolate the strongest two-cell circuit motif by culturing fibroblasts and macrophages in-vitro, and analyze their dynamics and transcriptomes. This isolated circuit recapitulates the hierarchy of in-vivo interactions, and enables testing the effect of ligand-receptor interactions on cell dynamics and function, as we demonstrate by identifying a mediator of CAF-TAM interactions - RARRES2, and its receptor CMKLR1. Thus, the complexity of the TME may be simplified by identifying small circuits, facilitating the development of strategies to modulate the TME.


Asunto(s)
Fibroblastos Asociados al Cáncer , Microambiente Tumoral , Femenino , Humanos , Fibroblastos , Transporte Biológico , Comunicación Celular
2.
Nat Commun ; 13(1): 6513, 2022 10 31.
Artículo en Inglés | MEDLINE | ID: mdl-36316305

RESUMEN

Tumors initiate by mutations in cancer cells, and progress through interactions of the cancer cells with non-malignant cells of the tumor microenvironment. Major players in the tumor microenvironment are cancer-associated fibroblasts (CAFs), which support tumor malignancy, and comprise up to 90% of the tumor mass in pancreatic cancer. CAFs are transcriptionally rewired by cancer cells. Whether this rewiring is differentially affected by different mutations in cancer cells is largely unknown. Here we address this question by dissecting the stromal landscape of BRCA-mutated and BRCA Wild-type pancreatic ductal adenocarcinoma. We comprehensively analyze pancreatic cancer samples from 42 patients, revealing different CAF subtype compositions in germline BRCA-mutated vs. BRCA Wild-type tumors. In particular, we detect an increase in a subset of immune-regulatory clusterin-positive CAFs in BRCA-mutated tumors. Using cancer organoids and mouse models we show that this process is mediated through activation of heat-shock factor 1, the transcriptional regulator of clusterin. Our findings unravel a dimension of stromal heterogeneity influenced by germline mutations in cancer cells, with direct implications for clinical research.


Asunto(s)
Fibroblastos Asociados al Cáncer , Carcinoma Ductal Pancreático , Clusterina , Factores de Transcripción del Choque Térmico , Neoplasias Pancreáticas , Animales , Ratones , Fibroblastos Asociados al Cáncer/metabolismo , Carcinoma Ductal Pancreático/patología , Clusterina/genética , Clusterina/metabolismo , Factores de Transcripción del Choque Térmico/genética , Factores de Transcripción del Choque Térmico/metabolismo , Neoplasias Pancreáticas/patología , Microambiente Tumoral/genética , Humanos , Neoplasias Pancreáticas
3.
Cancer Res ; 82(22): 4139-4152, 2022 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-36287637

RESUMEN

Cancer cells recruit and rewire normal fibroblasts in their microenvironment to become protumorigenic cancer-associated fibroblasts (CAF). These CAFs are genomically stable, yet their transcriptional programs are distinct from those of their normal counterparts. Transcriptional regulation plays a major role in this reprogramming, but the extent to which epigenetic modifications of DNA also contribute to the rewiring of CAF transcription is not clear. Here we address this question by dissecting the epigenetic landscape of breast CAFs. Applying tagmentation-based whole-genome bisulfite sequencing in a mouse model of breast cancer, we found that fibroblasts undergo massive DNA methylation changes as they transition into CAFs. Transcriptional and epigenetic analyses revealed RUNX1 as a potential mediator of this process and identified a RUNX1-dependent stromal gene signature. Coculture and mouse models showed that both RUNX1 and its stromal signature are induced as normal fibroblasts transition into CAFs. In breast cancer patients, RUNX1 was upregulated in CAFs, and expression of the RUNX1 signature was associated with poor disease outcome, highlighting the relevance of these findings to human disease. This work presents a comprehensive genome-wide map of DNA methylation in CAFs and reveals a previously unknown facet of the dynamic plasticity of the stroma. SIGNIFICANCE: The first genome-wide map of DNA methylation in breast cancer-associated fibroblasts unravels a previously unknown facet of the dynamic plasticity of the stroma, with far-reaching therapeutic implications.


Asunto(s)
Neoplasias de la Mama , Fibroblastos Asociados al Cáncer , Humanos , Ratones , Animales , Femenino , Fibroblastos Asociados al Cáncer/metabolismo , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Metilación de ADN , Regulación hacia Arriba , Subunidad alfa 2 del Factor de Unión al Sitio Principal/genética , Subunidad alfa 2 del Factor de Unión al Sitio Principal/metabolismo , Fibroblastos/metabolismo , Epigénesis Genética , Microambiente Tumoral/genética
4.
Cancer Res ; 81(7): 1639-1653, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33547159

RESUMEN

Gastric cancer is the third most lethal cancer worldwide, and evaluation of the genomic status of gastric cancer cells has not translated into effective prognostic or therapeutic strategies. We therefore hypothesize that outcomes may depend on the tumor microenvironment (TME), in particular, cancer-associated fibroblasts (CAF). However, very little is known about the role of CAFs in gastric cancer. To address this, we mapped the transcriptional landscape of human gastric cancer stroma by microdissection and RNA sequencing of CAFs from patients with gastric cancer. A stromal gene signature was associated with poor disease outcome, and the transcription factor heat shock factor 1 (HSF1) regulated the signature. HSF1 upregulated inhibin subunit beta A and thrombospondin 2, which were secreted in CAF-derived extracellular vesicles to the TME to promote cancer. Together, our work provides the first transcriptional map of human gastric cancer stroma and highlights HSF1 and its transcriptional targets as potential diagnostic and therapeutic targets in the genomically stable tumor microenvironment. SIGNIFICANCE: This study shows how HSF1 regulates a stromal transcriptional program associated with aggressive gastric cancer and identifies multiple proteins within this program as candidates for therapeutic intervention. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/81/7/1639/F1.large.jpg.


Asunto(s)
Fibroblastos Asociados al Cáncer/fisiología , Vesículas Extracelulares/metabolismo , Factores de Transcripción del Choque Térmico/metabolismo , Neoplasias Gástricas/patología , Animales , Fibroblastos Asociados al Cáncer/patología , Células Cultivadas , Estudios de Cohortes , Progresión de la Enfermedad , Vesículas Extracelulares/patología , Factores de Transcripción del Choque Térmico/genética , Humanos , Ratones , Ratones de la Cepa 129 , Ratones Endogámicos BALB C , Ratones Transgénicos , Invasividad Neoplásica , Fenotipo , Pronóstico , Vías Secretoras/fisiología , Neoplasias Gástricas/diagnóstico , Neoplasias Gástricas/metabolismo , Neoplasias Gástricas/mortalidad , Análisis de Supervivencia , Microambiente Tumoral/fisiología
5.
Nat Commun ; 11(1): 6245, 2020 12 07.
Artículo en Inglés | MEDLINE | ID: mdl-33288768

RESUMEN

In the colon, long-term exposure to chronic inflammation drives colitis-associated colon cancer (CAC) in patients with inflammatory bowel disease. While the causal and clinical links are well established, molecular understanding of how chronic inflammation leads to the development of colon cancer is lacking. Here we deconstruct the evolving microenvironment of CAC by measuring proteomic changes and extracellular matrix (ECM) organization over time in a mouse model of CAC. We detect early changes in ECM structure and composition, and report a crucial role for the transcriptional regulator heat shock factor 1 (HSF1) in orchestrating these events. Loss of HSF1 abrogates ECM assembly by colon fibroblasts in cell-culture, prevents inflammation-induced ECM remodeling in mice and inhibits progression to CAC. Establishing relevance to human disease, we find high activation of stromal HSF1 in CAC patients, and detect the HSF1-dependent proteomic ECM signature in human colorectal cancer. Thus, HSF1-dependent ECM remodeling plays a crucial role in mediating inflammation-driven colon cancer.


Asunto(s)
Neoplasias Asociadas a Colitis/metabolismo , Matriz Extracelular/metabolismo , Factores de Transcripción del Choque Térmico/metabolismo , Proteoma/metabolismo , Proteómica/métodos , Animales , Línea Celular Tumoral , Células Cultivadas , Neoplasias Asociadas a Colitis/genética , Modelos Animales de Enfermedad , Factores de Transcripción del Choque Térmico/genética , Humanos , Espectrometría de Masas/métodos , Ratones de la Cepa 129 , Ratones Endogámicos BALB C , Ratones Noqueados , Proteoma/genética
6.
Nat Cancer ; 1(7): 692-708, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-35122040

RESUMEN

Tumors are supported by cancer-associated fibroblasts (CAFs). CAFs are heterogeneous and carry out distinct cancer-associated functions. Understanding the full repertoire of CAFs and their dynamic changes as tumors evolve could improve the precision of cancer treatment. Here we comprehensively analyze CAFs using index and transcriptional single-cell sorting at several time points along breast tumor progression in mice, uncovering distinct subpopulations. Notably, the transcriptional programs of these subpopulations change over time and in metastases, transitioning from an immunoregulatory program to wound-healing and antigen-presentation programs, indicating that CAFs and their functions are dynamic. Two main CAF subpopulations are also found in human breast tumors, where their ratio is associated with disease outcome across subtypes and is particularly correlated with BRCA mutations in triple-negative breast cancer. These findings indicate that the repertoire of CAF changes over time in breast cancer progression, with direct clinical implications.


Asunto(s)
Fibroblastos Asociados al Cáncer , Neoplasias de la Mama Triple Negativas , Animales , Fibroblastos Asociados al Cáncer/metabolismo , Humanos , Glicoproteínas de Membrana/genética , Ratones , Proteína de Unión al Calcio S100A4/genética , Neoplasias de la Mama Triple Negativas/genética
7.
Euro Surveill ; 23(7)2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29471622

RESUMEN

IntroductionInfluenza vaccine is recommended for the entire population in Israel. We assessed influenza vaccine effectiveness (VE) for the 2014/15 and 2015/16 seasons in Israel, for the first time. Methods: Combined nose and throat swab specimens were collected from patients with influenza-like illness (ILI) presenting to sentinel primary care clinics and tested for influenza virus by RT-PCR. VE of the trivalent inactivated vaccine (TIV) was assessed using test-negative case-control design. Results: During the 2014/15 season 1,142 samples were collected; 327 (28.6%) were positive for influenza, 83.8% A(H3N2), 5.8% A(H1N1)pdm09, 9.2% B and 1.2% A un-subtyped. Adjusted VE against all influenza viruses for this influenza season was -4.8% (95% confidence interval (CI): -54.8 to 29.0) and against influenza A(H3N2), it was -15.8% (95% CI: -72.8 to 22.4). For the 2015/16 season, 1,919 samples were collected; 853 (44.4%) were positive for influenza, 43.5% A(H1N1)pdm09, 57% B, 0.7% A(H3N2) and 11 samples positive for both A(H1N1)pdm09 and B. Adjusted VE against all influenza viruses for this influenza season was 8.8% (95% CI: -25.1 to 33.5), against influenza A(H1N1)pdm09, it was 32.3% (95% CI: (-4.3 to 56.1) and against influenza B, it was -2.2% (95% CI: (-47.0 to 29.0). Conclusions: Using samples from patients with ILI visiting sentinel clinics in Israel, we demonstrated the feasibility of influenza VE estimation in Israel.


Asunto(s)
Subtipo H1N1 del Virus de la Influenza A/inmunología , Subtipo H3N2 del Virus de la Influenza A/inmunología , Vacunas contra la Influenza/administración & dosificación , Gripe Humana/prevención & control , Gripe Humana/virología , Vigilancia de Guardia , Vacunación/estadística & datos numéricos , Potencia de la Vacuna , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Niño , Preescolar , Femenino , Humanos , Lactante , Subtipo H1N1 del Virus de la Influenza A/aislamiento & purificación , Subtipo H3N2 del Virus de la Influenza A/aislamiento & purificación , Vacunas contra la Influenza/inmunología , Gripe Humana/epidemiología , Israel/epidemiología , Masculino , Persona de Mediana Edad , Atención Primaria de Salud , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Estaciones del Año
9.
Clin Infect Dis ; 66(9): 1383-1391, 2018 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-29145568

RESUMEN

Background: The 2016-2017 influenza season in Israel was dominated by the circulation of influenza A(H3N2). Influenza vaccine is recommended for the entire population in Israel aged >6 months. The inactivated influenza vaccine was chosen for use this season. Methods: We estimated the 2016-2017 end-of-season influenza vaccine effectiveness (VE) in preventing influenza-like illness due to influenza A(H3N2), using the test-negative design. Age-specific VE was estimated using a moving age window and weekly analysis. Results: During the 2016-2017 season, 1267 samples were collected; 467 (36.9%) were positive for influenza, with 97.9% A(H3N2), 0.2% A(H1N1)pdm09, and 1.9% B. A total of 1088 individuals were found eligible to be included in VE assessment. All vaccinated individuals included in the VE assessment received the inactivated influenza vaccine. Adjusted VE against influenza A(H3N2) was 29.0% (95% confidence interval [CI], 0.3%-49.5%). Age group-specific adjusted VE was 69.2% (95% CI, 19.4%-88.3%) for children aged 5-17 years and 58.8% (95% CI, .8%-82.9%) for adults aged 45-64 years. Other age groups demonstrated lower VE estimates that were not statistically significant. Adjusted VE estimates using a moving window of 15 years and weekly VE analyses provided a more defined understanding of age-specific VE during the 2016-2017 season. Conclusions: Estimating VE using a moving age window as well as weekly VE analysis may provide more detailed information regarding the relationship between VE and age.


Asunto(s)
Vacunas contra la Influenza/uso terapéutico , Gripe Humana/prevención & control , Vacunación/estadística & datos numéricos , Potencia de la Vacuna , Adolescente , Adulto , Anciano , Estudios de Casos y Controles , Niño , Preescolar , Técnicas de Laboratorio Clínico , Femenino , Humanos , Lactante , Virus de la Influenza A , Virus de la Influenza B , Gripe Humana/epidemiología , Israel/epidemiología , Masculino , Persona de Mediana Edad , Atención Primaria de Salud , Estaciones del Año , Vigilancia de Guardia , Adulto Joven
10.
J Hosp Med ; 12(9): 710-716, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28914274

RESUMEN

BACKGROUND: Influenza-related morbidity impacts healthcare systems, including hospitals. OBJECTIVE: To obtain a quantitative assessment of hospitalization burden in pediatric and internal medicine departments during influenza seasons compared with the summer months in Israel. METHODS: Data on pediatric and internal medicine hospitalized patients in general hospitals in Israel during the influenza seasons between 2005 and 2013 were analyzed for rate of hospitalizations, rate of hospitalization days, hospital length of stay (LOS), and bed occupancy and compared with the summer months. Data were analyzed for hospitalizations for all diagnoses, diagnoses of respiratory or cardiovascular disease (ICD9 390-519), and influenza or pneumonia (ICD9480-487), with data stratified by age. The 2009-2010 pandemic influenza season was excluded. RESULTS: Rates of monthly hospitalizations and hospitalization days for all diagnoses were 4.8% and 8% higher, respectively, during influenza seasons as compared with the summers. The mean LOS per hospitalization for all diagnoses demonstrated a small increase during influenza seasons as compared with summer seasons. The excess hospitalizations and hospitalization days were especially noticed for the age groups under 1 year, 1-4 years, and 85 years and older. The differences were severalfold higher for patients with a diagnosis of respiratory or cardiovascular disease and influenza or pneumonia. Bed occupancy was higher during influenza seasons compared with the summer, particularly in pediatric departments. CONCLUSIONS: Hospital burden in pediatric and internal medicine departments during influenza seasons in Israel was associated with age and diagnosis. These results are important for optimal preparedness for influenza seasons.


Asunto(s)
Hospitalización/estadística & datos numéricos , Hospitalización/tendencias , Gripe Humana/epidemiología , Tiempo de Internación/estadística & datos numéricos , Estaciones del Año , Adolescente , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Israel/epidemiología , Tiempo de Internación/tendencias , Masculino , Persona de Mediana Edad
11.
Oncotarget ; 8(20): 32856-32863, 2017 May 16.
Artículo en Inglés | MEDLINE | ID: mdl-28415629

RESUMEN

The last influenza pandemic, caused by the swine A(H1N1)pdm09 influenza virus, began in North America at 2009. Since then, the World Health Organization (WHO) recommended integration of the swine-based virus A/California/07/2009 strain in yearly vaccinations. Yet, infections with A(H1N1)pdm09 have continued in subsequent years. The reasons for this are currently unknown. During the 2015-2016 influenza season, we noted an increased prevalence of A(H1N1)pdm09 influenza virus infection in Israel. Our phylogenetic analysis indicated that the circulating A(H1N1)pdm09 strains belonged to 6B.1 and 6B.2 clades and differed from the vaccinating strain, with approximately 18 amino acid differences found between the circulating strains and the immunizing A/California/07/2009 strain. Hemmaglutination inhibition (HI) assays demonstrated higher antibodies titer against the A/California/07/2009 vaccinating strain as compared to the circulating Israeli strains. We thus suggest that the current vaccination was not sufficiently effective and propose inclusion of the current circulating A(H1N1)pdm09 influenza viruses in the annual vaccine composition.


Asunto(s)
Subtipo H1N1 del Virus de la Influenza A/clasificación , Vacunas contra la Influenza/clasificación , Gripe Humana/epidemiología , Secuencia de Aminoácidos , Humanos , Subtipo H1N1 del Virus de la Influenza A/genética , Subtipo H1N1 del Virus de la Influenza A/aislamiento & purificación , Vacunas contra la Influenza/genética , Vacunas contra la Influenza/inmunología , Gripe Humana/inmunología , Gripe Humana/virología , Israel/epidemiología , Filogenia , Prevalencia , ARN Viral/genética , Análisis de Secuencia de ARN
12.
Proc Natl Acad Sci U S A ; 112(50): 15468-73, 2015 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-26621705

RESUMEN

Whereas a categorical difference in the genitals has always been acknowledged, the question of how far these categories extend into human biology is still not resolved. Documented sex/gender differences in the brain are often taken as support of a sexually dimorphic view of human brains ("female brain" or "male brain"). However, such a distinction would be possible only if sex/gender differences in brain features were highly dimorphic (i.e., little overlap between the forms of these features in males and females) and internally consistent (i.e., a brain has only "male" or only "female" features). Here, analysis of MRIs of more than 1,400 human brains from four datasets reveals extensive overlap between the distributions of females and males for all gray matter, white matter, and connections assessed. Moreover, analyses of internal consistency reveal that brains with features that are consistently at one end of the "maleness-femaleness" continuum are rare. Rather, most brains are comprised of unique "mosaics" of features, some more common in females compared with males, some more common in males compared with females, and some common in both females and males. Our findings are robust across sample, age, type of MRI, and method of analysis. These findings are corroborated by a similar analysis of personality traits, attitudes, interests, and behaviors of more than 5,500 individuals, which reveals that internal consistency is extremely rare. Our study demonstrates that, although there are sex/gender differences in the brain, human brains do not belong to one of two distinct categories: male brain/female brain.


Asunto(s)
Encéfalo/anatomía & histología , Genitales/anatomía & histología , Caracteres Sexuales , Conducta , Femenino , Sustancia Gris/anatomía & histología , Humanos , Masculino , Tamaño de los Órganos
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