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1.
BMC Genomics ; 24(1): 349, 2023 Jun 26.
Artículo en Inglés | MEDLINE | ID: mdl-37365517

RESUMEN

T cell receptor repertoires can be profiled using next generation sequencing (NGS) to measure and monitor adaptive dynamical changes in response to disease and other perturbations. Genomic DNA-based bulk sequencing is cost-effective but necessitates multiplex target amplification using multiple primer pairs with highly variable amplification efficiencies. Here, we utilize an equimolar primer mixture and propose a single statistical normalization step that efficiently corrects for amplification bias post sequencing. Using samples analyzed by both our open protocol and a commercial solution, we show high concordance between bulk clonality metrics. This approach is an inexpensive and open-source alternative to commercial solutions.


Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento , Linfocitos T , Secuencia de Bases , Mapeo Cromosómico , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Receptores de Antígenos de Linfocitos T alfa-beta/genética
2.
Res Sq ; 2023 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-36824803

RESUMEN

T cell receptor repertoires can be profiled using next generation sequencing (NGS) to measure and monitor adaptive dynamical changes in response to disease and other perturbations. Genomic DNA-based bulk sequencing is cost-effective but necessitates multiplex target amplification using multiple primer pairs with highly variable amplification efficiencies. Here, we utilize an equimolar primer mixture and propose a single statistical normalization step that efficiently corrects for amplification bias post sequencing. Using samples analyzed by both our open protocol and a commercial solution, we show high concordance between bulk clonality metrics. This approach is an inexpensive and open-source alternative to commercial solutions.

3.
Alzheimers Dement ; 2022 Jul 12.
Artículo en Inglés | MEDLINE | ID: mdl-35820077

RESUMEN

INTRODUCTION: This report details the approach taken to providing a dataset allowing for analyses on the performance of recently developed assays of amyloid beta (Aß) peptides in plasma and the extent to which they improve the prediction of amyloid positivity. METHODS: Alzheimer's Disease Neuroimaging Initiative plasma samples with corresponding amyloid positron emission tomography (PET) data were run on six plasma Aß assays. Statistical tests were performed to determine whether the plasma Aß measures significantly improved the area under the receiver operating characteristic curve for predicting amyloid PET status compared to age and apolipoprotein E (APOE) genotype. RESULTS: The age and APOE genotype model predicted amyloid status with an area under the curve (AUC) of 0.75. Three assays improved AUCs to 0.81, 0.81, and 0.84 (P < .05, uncorrected for multiple comparisons). DISCUSSION: Measurement of Aß in plasma contributes to addressing the amyloid component of the ATN (amyloid/tau/neurodegeneration) framework and could be a first step before or in place of a PET or cerebrospinal fluid screening study. HIGHLIGHTS: The Foundation of the National Institutes of Health Biomarkers Consortium evaluated six plasma amyloid beta (Aß) assays using Alzheimer's Disease Neuroimaging Initiative samples. Three assays improved prediction of amyloid status over age and apolipoprotein E (APOE) genotype. Plasma Aß42/40 predicted amyloid positron emission tomography status better than Aß42 or Aß40 alone.

4.
Leukemia ; 36(7): 1781-1793, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35590033

RESUMEN

Responses to kinase-inhibitor therapy in AML are frequently short-lived due to the rapid development of resistance, limiting the clinical efficacy. Combination therapy may improve initial therapeutic responses by targeting pathways used by leukemia cells to escape monotherapy. Here we report that combined inhibition of KIT and lysine-specific demethylase 1 (LSD1) produces synergistic cell death in KIT-mutant AML cell lines and primary patient samples. This drug combination evicts both MYC and PU.1 from chromatin driving cell cycle exit. Using a live cell biosensor for AKT activity, we identify early adaptive changes in kinase signaling following KIT inhibition that are reversed with the addition of LSD1 inhibitor via modulation of the GSK3a/b axis. Multi-omic analyses, including scRNA-seq, ATAC-seq and CUT&Tag, confirm these mechanisms in primary KIT-mutant AML. Collectively, this work provides rational for a clinical trial to assess the efficacy of KIT and LSD1 inhibition in patients with KIT-mutant AML.


Asunto(s)
Histona Demetilasas , Leucemia Mieloide Aguda , Ciclo Celular , Línea Celular Tumoral , Redes Reguladoras de Genes , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/metabolismo
5.
Cancer Discov ; 12(2): 484-501, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34548310

RESUMEN

Cancer-associated fibroblast (CAF) heterogeneity is increasingly appreciated, but the origins and functions of distinct CAF subtypes remain poorly understood. The abundant and transcriptionally diverse CAF population in pancreatic ductal adenocarcinoma (PDAC) is thought to arise from a common cell of origin, pancreatic stellate cells (PSC), with diversification resulting from cytokine and growth factor gradients within the tumor microenvironment. Here we analyzed the differentiation and function of PSCs during tumor progression in vivo. Contrary to expectations, we found that PSCs give rise to a numerically minor subset of PDAC CAFs. Targeted ablation of PSC-derived CAFs within their host tissue revealed nonredundant functions for this defined CAF population in shaping the PDAC microenvironment, including production of specific extracellular matrix components and tissue stiffness regulation. Together, these findings link stromal evolution from distinct cells of origin to transcriptional heterogeneity among PDAC CAFs and demonstrate unique functions for CAFs of a defined cellular origin. SIGNIFICANCE: By tracking and ablating a specific CAF population, we find that a numerically minor CAF subtype from a defined cell of origin plays unique roles in establishing the pancreatic tumor microenvironment. Together with prior studies, this work suggests that mesenchymal lineage heterogeneity and signaling gradients diversify PDAC CAFs.See related commentary by Cukierman, p. 296.This article is highlighted in the In This Issue feature, p. 275.


Asunto(s)
Fibroblastos Asociados al Cáncer/metabolismo , Regulación Neoplásica de la Expresión Génica , Células Madre Mesenquimatosas/metabolismo , Neoplasias Pancreáticas/genética , Animales , Femenino , Humanos , Masculino , Ratones , Neoplasias Pancreáticas/patología
6.
Nat Commun ; 12(1): 6341, 2021 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-34732713

RESUMEN

Young women's breast cancer (YWBC) has poor prognosis and known interactions with parity. Women diagnosed within 5-10 years of childbirth, defined as postpartum breast cancer (PPBC), have poorer prognosis compared to age, stage, and biologic subtype-matched nulliparous patients. Genomic differences that explain this poor prognosis remain unknown. In this study, using RNA expression data from clinically matched estrogen receptor positive (ER+) cases (n = 16), we observe that ER+ YWBC can be differentiated based on a postpartum or nulliparous diagnosis. The gene expression signatures of PPBC are consistent with increased cell cycle, T-cell activation and reduced estrogen receptor and TP53 signaling. When applied to a large YWBC cohort, these signatures for ER+ PPBC associate with significantly reduced 15-year survival rates in high compared to low expressing cases. Cumulatively these results provide evidence that PPBC is a unique entity within YWBC with poor prognostic phenotypes.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Regulación Neoplásica de la Expresión Génica , Periodo Posparto/genética , Periodo Posparto/metabolismo , Adulto , Anciano , Mama/anomalías , Neoplasias de la Mama/diagnóstico , Ciclo Celular , Proliferación Celular , Niño , Preescolar , Estudios de Cohortes , Femenino , Genes p53/genética , Humanos , Hipertrofia , Inmunidad , Persona de Mediana Edad , Mutación , Embarazo , Pronóstico , Receptores de Estrógenos/metabolismo , Transcriptoma , Microambiente Tumoral/genética , Proteína p53 Supresora de Tumor/genética
7.
Cancer Discov ; 11(8): 2014-2031, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33727309

RESUMEN

Immunotherapies targeting aspects of T cell functionality are efficacious in many solid tumors, but pancreatic ductal adenocarcinoma (PDAC) remains refractory to these treatments. Deeper understanding of the PDAC immune ecosystem is needed to identify additional therapeutic targets and predictive biomarkers for therapeutic response and resistance monitoring. To address these needs, we quantitatively evaluated leukocyte contexture in 135 human PDACs at single-cell resolution by profiling density and spatial distribution of myeloid and lymphoid cells within histopathologically defined regions of surgical resections from treatment-naive and presurgically (neoadjuvant)-treated patients and biopsy specimens from metastatic PDAC. Resultant data establish an immune atlas of PDAC heterogeneity, identify leukocyte features correlating with clinical outcomes, and, through an in silico study, provide guidance for use of PDAC tissue microarrays to optimally measure intratumoral immune heterogeneity. Atlas data have direct applicability as a reference for evaluating immune responses to investigational neoadjuvant PDAC therapeutics where pretherapy baseline specimens are not available. SIGNIFICANCE: We provide a phenotypic and spatial immune atlas of human PDAC identifying leukocyte composition at steady state and following standard neoadjuvant therapies. These data have broad utility as a resource that can inform on leukocyte responses to emerging therapies where baseline tissues were not acquired.This article is highlighted in the In This Issue feature, p. 1861.


Asunto(s)
Carcinoma Ductal Pancreático/terapia , Leucocitos/patología , Neoplasias Pancreáticas/terapia , Microambiente Tumoral , Carcinoma Ductal Pancreático/patología , Humanos , Inmunoterapia , Neoplasias Pancreáticas/patología
8.
J Exp Med ; 217(8)2020 08 03.
Artículo en Inglés | MEDLINE | ID: mdl-32434218

RESUMEN

Despite a critical role for MYC as an effector of oncogenic RAS, strategies to target MYC activity in RAS-driven cancers are lacking. In genetically engineered mouse models of lung and pancreatic cancer, oncogenic KRAS is insufficient to drive tumorigenesis, while addition of modest MYC overexpression drives robust tumor formation, suggesting that mechanisms beyond the RAS pathway play key roles in MYC regulation and RAS-driven tumorigenesis. Here we show that acidic fibroblast growth factor (FGF1) derived from cancer-associated fibroblasts (CAFs) cooperates with cancer cell-autonomous signals to increase MYC level, promoter occupancy, and activity. FGF1 is necessary and sufficient for paracrine regulation of MYC protein stability, signaling through AKT and GSK-3ß to increase MYC half-life. Patient specimens reveal a strong correlation between stromal CAF content and MYC protein level in the neoplastic compartment, and identify CAFs as the specific source of FGF1 in the tumor microenvironment. Together, our findings demonstrate that MYC is coordinately regulated by cell-autonomous and microenvironmental signals, and establish CAF-derived FGF1 as a novel paracrine regulator of oncogenic transcription.


Asunto(s)
Fibroblastos Asociados al Cáncer/metabolismo , Factor 1 de Crecimiento de Fibroblastos/metabolismo , Neoplasias Pancreáticas/metabolismo , Comunicación Paracrina , Proteínas Proto-Oncogénicas c-myc/metabolismo , Transducción de Señal , Microambiente Tumoral , Animales , Fibroblastos Asociados al Cáncer/patología , Línea Celular Tumoral , Factor 1 de Crecimiento de Fibroblastos/genética , Glucógeno Sintasa Quinasa 3 beta/genética , Glucógeno Sintasa Quinasa 3 beta/metabolismo , Humanos , Ratones , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Proteínas Proto-Oncogénicas c-akt/genética , Proteínas Proto-Oncogénicas c-akt/metabolismo , Proteínas Proto-Oncogénicas c-myc/genética , Transcripción Genética
9.
Cancer Immunol Res ; 8(1): 131-145, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31771984

RESUMEN

Cancers induced by human papillomaviruses (HPV) should be responsive to immunotherapy by virtue of expressing the immunogenic oncoproteins E6/E7. However, advanced forms of cervical cancer, driven by HPV, are poorly responsive to immune response-enhancing treatments involving therapeutic vaccination against these viral neoantigens. Leveraging a transgenic mouse model of HPV-derived cancers, K14HPV16/H2b, we demonstrated that a potent nanoparticle-based E7 vaccine, but not a conventional "liquid" vaccine, induced E7 tumor antigen-specific CD8+ T cells in cervical tumor-bearing mice. Vaccination alone or in combination with anti-PD-1/anti-CTLA4 did not elicit tumor regression nor increase CD8+ T cells in the tumor microenvironment (TME), suggesting the presence of immune-suppressive barriers. Patients with cervical cancer have poor dendritic cell functions, have weak cytotoxic lymphocyte responses, and demonstrate an accumulation of myeloid cells in the periphery. Here, we illustrated that myeloid cells in K14HPV16/H2b mice possess potent immunosuppressive activity toward antigen-presenting cells and CD8+ T cells, dampening antitumor immunity. These immune-inhibitory effects inhibited synergistic effects of combining our oncoprotein vaccine with immune checkpoint-blocking antibodies. Our data highlighted a link between HPV-induced cancers, systemic amplification of myeloid cells, and the detrimental effects of myeloid cells on CD8+ T-cell activation and recruitment into the TME. These results established immunosuppressive myeloid cells in lymphoid organs as an HPV+ cancer-induced means of circumventing tumor immunity that will require targeted abrogation to enable the induction of efficacious antitumor immune responses.


Asunto(s)
Antineoplásicos Inmunológicos/farmacología , Linfocitos T CD8-positivos/inmunología , Células Mieloides/inmunología , Papillomaviridae/inmunología , Infecciones por Papillomavirus/inmunología , Vacunas contra Papillomavirus/inmunología , Neoplasias del Cuello Uterino/inmunología , Animales , Antígeno CTLA-4/antagonistas & inhibidores , Modelos Animales de Enfermedad , Sinergismo Farmacológico , Femenino , Humanos , Terapia de Inmunosupresión , Inmunoterapia/métodos , Ratones , Células Mieloides/efectos de los fármacos , Nanopartículas/administración & dosificación , Proteínas E7 de Papillomavirus/inmunología , Proteínas E7 de Papillomavirus/metabolismo , Infecciones por Papillomavirus/tratamiento farmacológico , Infecciones por Papillomavirus/virología , Vacunas contra Papillomavirus/administración & dosificación , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Microambiente Tumoral , Neoplasias del Cuello Uterino/tratamiento farmacológico , Neoplasias del Cuello Uterino/patología , Neoplasias del Cuello Uterino/virología
10.
BMC Med Genomics ; 12(1): 195, 2019 12 19.
Artículo en Inglés | MEDLINE | ID: mdl-31856832

RESUMEN

BACKGROUND: Formalin-fixed, paraffin-embedded (FFPE) tissues for RNA-seq have advantages over fresh frozen tissue including abundance and availability, connection to rich clinical data, and association with patient outcomes. However, FFPE-derived RNA is highly degraded and chemically modified, which impacts its utility as a faithful source for biological inquiry. METHODS: True archival FFPE breast cancer cases (n = 58), stored at room temperature for 2-23 years, were utilized to identify key steps in tissue selection, RNA isolation, and library choice. Gene expression fidelity was evaluated by comparing FFPE data to public data obtained from fresh tissues, and by employing single-gene, gene set and transcription network-based regulon analyses. RESULTS: We report a single 10 µm section of breast tissue yields sufficient RNA for RNA-seq, and a relationship between RNA quality and block age that was not linear. We find single-gene analysis is limiting with FFPE tissues, while targeted gene set approaches effectively distinguish ER+ from ER- breast cancers. Novel utilization of regulon analysis identified the transcription factor KDM4B to associate with ER+ disease, with KDM4B regulon activity and gene expression having prognostic significance in an independent cohort of ER+ cases. CONCLUSION: Our results, which outline a robust FFPE-RNA-seq pipeline for broad use, support utilizing FFPE tissues to address key questions in the breast cancer field, including the delineation between indolent and life-threatening disease, biological stratification and molecular mechanisms of treatment resistance.


Asunto(s)
Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Formaldehído , Adhesión en Parafina , RNA-Seq , Fijación del Tejido , Neoplasias de la Mama/diagnóstico , Humanos , Receptores de Estrógenos/metabolismo , Transducción de Señal/genética
11.
Cancer Cell ; 34(4): 561-578.e6, 2018 10 08.
Artículo en Inglés | MEDLINE | ID: mdl-30300579

RESUMEN

Complement is a critical component of humoral immunity implicated in cancer development; however, its biological contributions to tumorigenesis remain poorly understood. Using the K14-HPV16 transgenic mouse model of squamous carcinogenesis, we report that urokinase (uPA)+ macrophages regulate C3-independent release of C5a during premalignant progression, which in turn regulates protumorigenic properties of C5aR1+ mast cells and macrophages, including suppression of CD8+ T cell cytotoxicity. Therapeutic inhibition of C5aR1 via the peptide antagonist PMX-53 improved efficacy of paclitaxel chemotherapy associated with increased presence and cytotoxic properties of CXCR3+ effector memory CD8+ T cells in carcinomas, dependent on both macrophage transcriptional programming and IFNγ. Together, these data identify C5aR1-dependent signaling as an important immunomodulatory program in neoplastic tissue tractable for combinatorial cancer immunotherapy.


Asunto(s)
Carcinogénesis/efectos de los fármacos , Complemento C5a/efectos de los fármacos , Quimioterapia , Receptor de Anafilatoxina C5a/efectos de los fármacos , Animales , Linfocitos T CD8-positivos/efectos de los fármacos , Carcinoma de Células Escamosas/tratamiento farmacológico , Modelos Animales de Enfermedad , Quimioterapia/métodos , Humanos , Macrófagos/efectos de los fármacos , Macrófagos/fisiología , Ratones , Transducción de Señal/efectos de los fármacos
12.
Artículo en Inglés | MEDLINE | ID: mdl-27489872

RESUMEN

Human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND) is found in 30%-50% of individuals with HIV infection. To date, no HIV+ individual has been reported to have a positive amyloid PET scan. We report a 71-year-old HIV+ individual with HAND. Clinical and neuropsychologic evaluations confirmed a progressive mild dementia. A routine brain MRI was normal for age. [18F]Fluorodeoxyglucose-PET revealed mild hypermetabolism in bilateral basal ganglia and hypometabolism of bilateral parietal cortex including the posterior cingulate/precuneus. Resting state functional MRI revealed altered connectivity as found with individuals with mild AD. CSF examination revealed a low Aß42/tau index but a low phospho-tau. An amyloid PET/CT with [18F]florbetaben revealed pronounced cortical radiotracer deposition. This case report suggests that progressive dementia in older HIV+ individuals may be due to HAND, AD, or both. HIV infection does not preclude CNS Aß/amyloid deposition. Amyloid PET imaging may be of value in distinguishing HAND from AD pathologies.

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