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1.
Cancer Cell ; 40(9): 999-1009.e6, 2022 09 12.
Artigo em Inglês | MEDLINE | ID: mdl-36055228

RESUMO

Cancer patients benefit from early tumor detection since treatment outcomes are more favorable for less advanced cancers. Platelets are involved in cancer progression and are considered a promising biosource for cancer detection, as they alter their RNA content upon local and systemic cues. We show that tumor-educated platelet (TEP) RNA-based blood tests enable the detection of 18 cancer types. With 99% specificity in asymptomatic controls, thromboSeq correctly detected the presence of cancer in two-thirds of 1,096 blood samples from stage I-IV cancer patients and in half of 352 stage I-III tumors. Symptomatic controls, including inflammatory and cardiovascular diseases, and benign tumors had increased false-positive test results with an average specificity of 78%. Moreover, thromboSeq determined the tumor site of origin in five different tumor types correctly in over 80% of the cancer patients. These results highlight the potential properties of TEP-derived RNA panels to supplement current approaches for blood-based cancer screening.


Assuntos
Neoplasias , RNA , Biomarcadores Tumorais/genética , Plaquetas , Detecção Precoce de Câncer/métodos , Humanos , Neoplasias/diagnóstico , Neoplasias/genética , RNA/genética
2.
Cancers (Basel) ; 13(10)2021 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-34067757

RESUMO

Increasing evidence indicates calcium-binding S100 protein involvement in inflammation and tumor progression. In this prospective study, we evaluated the mRNA levels of two members of this family, S100A9 and S100A12, in peripheral blood mononuclear cells (PBMCs) in a cohort of 121 prostate cancer patients using RT-PCR. Furthermore, monocyte count was determined by flow cytometry. By stratifying patients into different risk groups, according to TNM stage, Gleason score and PSA concentration at diagnosis, expression of S100A9 and S100A12 was found to be significantly higher in patients with metastases compared to patients without clinically detectable metastases. In line with this, we observed that the protein levels of S100A9 and S100A12 in plasma were higher in patients with advanced disease. Importantly, in patients with metastases at diagnosis, high monocyte count and high levels of S100A9 and S100A12 were significantly associated with short progression free survival (PFS) after androgen deprivation therapy (ADT). High monocyte count and S100A9 levels were also associated with short cancer-specific survival, with monocyte count providing independent prognostic information. These findings indicate that circulating levels of monocytes, as well as S100A9 and S100A12, could be biomarkers for metastatic prostate cancer associated with particularly poor prognosis.

3.
Semin Thromb Hemost ; 44(2): 135-141, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28905353

RESUMO

Platelets are involved in several steps of cancer metastasis. During this process, platelets are exposed to the tumor and its environment, thereby exchanging biomolecules with the tumor cells and resulting in tumor-mediated "education" of the platelets and a change in their RNA profile. Analysis of platelet RNA profiles or direct measurement of tumor-derived biomarkers within platelets can provide information on ongoing cancer-related processes in the individual (e.g., whether the patient has cancer, the tumor type, and possibly identify oncogenic alterations driving the disease for treatment selection). The close interaction with the disease process and the ability to respond to systemic alterations make platelets an interesting biosource for implementation in precision medicine.


Assuntos
Plaquetas/metabolismo , Neoplasias/sangue , RNA/sangue , Humanos , Neoplasias/diagnóstico
4.
Prostate ; 78(1): 48-53, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29094381

RESUMO

BACKGROUND: Novel therapies for castration resistant prostate cancer (CRPC) have been introduced in the clinic with possibilities for individualized treatment plans. Best practice of those expensive drugs requires predictive biomarker monitoring. This study used circulating biomarker analysis to follow cancer-derived transcripts implicated in therapy resistance. METHOD: The isolated platelet population of blood samples and digital-PCR were used to identify selected biomarker transcripts in patients with CRPC prior chemo- or androgen synthesis inhibiting therapy. RESULTS: Fifty patients received either docetaxel (n = 24) or abiraterone (n = 26) therapy, with therapy response rates of 54% and 48%, respectively. Transcripts for the PC-associated biomarkers kallikrein-related peptidase-2 and -3 (KLK2, KLK3), folate hydrolase 1 (FOLH1), and neuropeptide-Y (NPY) were uniquely present within the platelet fraction of cancer patients and not detected in healthy controls (n = 15). In the abiraterone treated cohort, the biomarkers provided information on therapy outcome, demonstrating an association between detectable biomarkers and short progression free survival (PFS) (FOLH1, P < 0.01; KLK3, P < 0.05; and NPY, P < 0.05). Patients with biomarker-negative platelets had the best outcome, while FOLH1 (P < 0.05) and NPY (P = 0.05) biomarkers provided independent predictive information in a multivariate analysis regarding PFS. KLK2 (P < 0.01), KLK3 (P < 0.001), and FOLH1 (P < 0.05) biomarkers were associated with short overall survival (OS). Combining three biomarkers in a panel (KLK3, FOLH1, and NPY) made it possible to separate long-term responders from short-term responders with 87% sensitivity and 82% specificity. CONCLUSION: Analyzing tumor-derived biomarkers in platelets of CRPC patients enabled prediction of the outcome after abiraterone therapy with higher accuracy than baseline serum PSA or PSA response.


Assuntos
Androstenos/uso terapêutico , Antineoplásicos/uso terapêutico , Plaquetas/metabolismo , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Idoso , Biomarcadores Tumorais/metabolismo , Intervalo Livre de Doença , Docetaxel , Glutamato Carboxipeptidase II/metabolismo , Humanos , Calicreínas/metabolismo , Masculino , Pessoa de Meia-Idade , Neuropeptídeo Y/metabolismo , Prognóstico , Antígeno Prostático Específico/metabolismo , Neoplasias de Próstata Resistentes à Castração/metabolismo , Neoplasias de Próstata Resistentes à Castração/patologia , Taxoides/uso terapêutico , Resultado do Tratamento
5.
Cancer Cell ; 32(2): 238-252.e9, 2017 08 14.
Artigo em Inglês | MEDLINE | ID: mdl-28810146

RESUMO

Blood-based liquid biopsies, including tumor-educated blood platelets (TEPs), have emerged as promising biomarker sources for non-invasive detection of cancer. Here we demonstrate that particle-swarm optimization (PSO)-enhanced algorithms enable efficient selection of RNA biomarker panels from platelet RNA-sequencing libraries (n = 779). This resulted in accurate TEP-based detection of early- and late-stage non-small-cell lung cancer (n = 518 late-stage validation cohort, accuracy, 88%; AUC, 0.94; 95% CI, 0.92-0.96; p < 0.001; n = 106 early-stage validation cohort, accuracy, 81%; AUC, 0.89; 95% CI, 0.83-0.95; p < 0.001), independent of age of the individuals, smoking habits, whole-blood storage time, and various inflammatory conditions. PSO enabled selection of gene panels to diagnose cancer from TEPs, suggesting that swarm intelligence may also benefit the optimization of diagnostics readout of other liquid biopsy biosources.


Assuntos
Algoritmos , Inteligência Artificial , Plaquetas/fisiologia , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Diagnóstico por Computador/métodos , Neoplasias Pulmonares/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais , Carcinoma Pulmonar de Células não Pequenas/sangue , Carcinoma Pulmonar de Células não Pequenas/genética , Estudos de Coortes , Feminino , Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Inflamação/sangue , Inflamação/diagnóstico , Inflamação/genética , Neoplasias Pulmonares/sangue , Neoplasias Pulmonares/genética , Masculino , Pessoa de Meia-Idade , Máquina de Vetores de Suporte
6.
J Natl Cancer Inst ; 105(9): 643-53, 2013 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-23479453

RESUMO

BACKGROUND: Tumor cells present high levels of oxidative stress. Cancer therapeutics exploiting such biochemical changes by increasing reactive oxygen species (ROS) production or decreasing intracellular ROS scavengers could provide a powerful treatment strategy. METHODS: To test the effect of our compound, obtusaquinone (OBT), we used several cell viability assays on seven different glioblastoma (GBM) cell lines and primary cells and on 12 different cell lines representing various cancer types in culture as well as on subcutaneous (n = 7 mice per group) and two intracranial GBM (n = 6-8 mice per group) and breast cancer (n = 6 mice per group) tumor models in vivo. Immunoblotting, immunostaining, flow cytometry, and biochemical assays were used to investigate the OBT mechanism of action. Histopathological analysis (n = 2 mice per group) and blood chemistry (n = 2 mice per group) were used to test for any compound-related toxicity. Statistical tests were two-sided. RESULTS: OBT induced rapid increase in intracellular ROS levels, downregulation of cellular glutathione levels and increase in its oxidized form, and activation of cellular stress pathways and DNA damage, subsequently leading to apoptosis. Oxidative stress is believed to be the main mechanism through which this compounds targets cancer cells. OBT was well tolerated in mice, slowed tumor growth, and statistically prolonged survival in GBM tumor models. The ratio of median survival in U251 intracranial model in OBT vs control was 1.367 (95% confidence interval [CI] of ratio = 1.031 to 1.367, P = .008). Tumor growth inhibition was also observed in a mouse breast cancer model (average tumor volume per mouse, OBT vs control: 36.3 vs 200.4mm(3), difference = 164.1mm(3), 95% CI =72.6 to 255.6mm(3), P = .005). CONCLUSIONS: Given its properties and efficacy in cancer killing, our results suggest that OBT is a promising cancer therapeutic.


Assuntos
Antineoplásicos/farmacologia , Cinamatos/farmacologia , Cicloexanonas/farmacologia , Neoplasias/tratamento farmacológico , Neoplasias/metabolismo , Estresse Oxidativo/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismo , Animais , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Dano ao DNA/efeitos dos fármacos , Regulação para Baixo , Citometria de Fluxo , Regulação Neoplásica da Expressão Gênica , Glioblastoma/tratamento farmacológico , Glioblastoma/metabolismo , Glutationa/metabolismo , Humanos , Immunoblotting , Imunoprecipitação , Camundongos , Neoplasias Experimentais/tratamento farmacológico , Neoplasias Experimentais/metabolismo , Resultado do Tratamento , Células Tumorais Cultivadas , Ensaios Antitumorais Modelo de Xenoenxerto
7.
Mol Imaging ; 8(5): 278-90, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19796605

RESUMO

Nuclear factor kappaB (NF-kappaB) is a transcription factor that plays a major role in many human disorders, including immune diseases and cancer. We designed a reporter system based on NF-kappaB responsive promoter elements driving expression of the secreted Gaussia princeps luciferase (Gluc). We show that this bioluminescent reporter is a highly sensitive tool for noninvasive monitoring of the kinetics of NF-kappaB activation and inhibition over time, both in conditioned medium of cultured cells and in the blood and urine of animals. NF-kappaB activation was successfully monitored in real time in endothelial cells in response to tumor angiogenic signaling, as well as in monocytes in response to inflammation. Further, we demonstrated dual blood monitoring of both NF-kappaB activation during tumor development as correlated to tumor formation using the NF-kappaB Gluc reporter, as well as the secreted alkaline phosphatase reporter. This NF-kappaB reporter system provides a powerful tool for monitoring NF-kappaB activity in real time in vitro and in vivo.


Assuntos
NF-kappa B/metabolismo , Fosfatase Alcalina/metabolismo , Animais , Anti-Inflamatórios/farmacologia , Linhagem Celular , Linhagem Celular Tumoral , Humanos , Camundongos , Camundongos Nus , Modelos Animais , NF-kappa B/sangue , NF-kappa B/urina , Transdução de Sinais/efeitos dos fármacos , Sulfassalazina/farmacologia , Fator de Necrose Tumoral alfa/farmacologia
8.
Anal Chem ; 81(16): 7102-6, 2009 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-19601604

RESUMO

Gaussia luciferase (Gluc) is a sensitive reporter for studying different biological processes such as gene expression, promoter activity, protein-protein interactions, signal transduction, as well as tumor cell growth and response to therapy. Since Gluc is naturally secreted, the kinetics of these processes can be monitored in real-time by measuring an aliquot of conditioned medium in culture or a few microliters of blood in vivo at different time points. Gluc catalyzes light emission with a short half-life which is unfavorable for certain applications. We isolated a Gluc mutant that catalyzes enhanced light stability in the presence of a detergent, in combination with high sensitivity, making it an attractive luciferase for high-throughput functional screening applications.


Assuntos
Copépodes/enzimologia , Luciferases/metabolismo , Sequência de Aminoácidos , Animais , Catálise , Luciferases/química , Dados de Sequência Molecular , Reação em Cadeia da Polimerase , Homologia de Sequência de Aminoácidos
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