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1.
Exp Dermatol ; 33(1): e14949, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37864429

RESUMO

Intraoperative margin analysis is crucial for the successful removal of cutaneous squamous cell carcinomas (cSCC). Artificial intelligence technologies (AI) have previously demonstrated potential for facilitating rapid and complete tumour removal using intraoperative margin assessment for basal cell carcinoma. However, the varied morphologies of cSCC present challenges for AI margin assessment. The aim of this study was to develop and evaluate the accuracy of an AI algorithm for real-time histologic margin analysis of cSCC. To do this, a retrospective cohort study was conducted using frozen cSCC section slides. These slides were scanned and annotated, delineating benign tissue structures, inflammation and tumour to develop an AI algorithm for real-time margin analysis. A convolutional neural network workflow was used to extract histomorphological features predictive of cSCC. This algorithm demonstrated proof of concept for identifying cSCC with high accuracy, highlighting the potential for integration of AI into the surgical workflow. Incorporation of AI algorithms may improve efficiency and completeness of real-time margin assessment for cSCC removal, particularly in cases of moderately and poorly differentiated tumours/neoplasms. Further algorithmic improvement incorporating surrounding tissue context is necessary to remain sensitive to the unique epidermal landscape of well-differentiated tumours, and to map tumours to their original anatomical position/orientation.


Assuntos
Carcinoma Basocelular , Carcinoma de Células Escamosas , Aprendizado Profundo , Neoplasias Cutâneas , Humanos , Carcinoma de Células Escamosas/patologia , Cirurgia de Mohs , Neoplasias Cutâneas/patologia , Estudos Retrospectivos , Secções Congeladas , Inteligência Artificial , Carcinoma Basocelular/patologia
2.
medRxiv ; 2023 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-37293008

RESUMO

Importance: Intraoperative margin analysis is crucial for the successful removal of cutaneous squamous cell carcinomas (cSCC). Artificial intelligence technologies (AI) have previously demonstrated potential for facilitating rapid and complete tumor removal using intraoperative margin assessment for basal cell carcinoma. However, the varied morphologies of cSCC present challenges for AI margin assessment. Objective: To develop and evaluate the accuracy of an AI algorithm for real-time histologic margin analysis of cSCC. Design: A retrospective cohort study was conducted using frozen cSCC section slides and adjacent tissues. Setting: This study was conducted in a tertiary care academic center. Participants: Patients undergoing Mohs micrographic surgery for cSCC between January and March 2020. Exposures: Frozen section slides were scanned and annotated, delineating benign tissue structures, inflammation, and tumor to develop an AI algorithm for real-time margin analysis. Patients were stratified by tumor differentiation status. Epithelial tissues including epidermis and hair follicles were annotated for moderate-well to well differentiated cSCC tumors. A convolutional neural network workflow was used to extract histomorphological features predictive of cSCC at 50-micron resolution. Main Outcomes and Measures: The performance of the AI algorithm in identifying cSCC at 50-micron resolution was reported using the area under the receiver operating characteristic curve. Accuracy was also reported by tumor differentiation status and by delineation of cSCC from epidermis. Model performance using histomorphological features alone was compared to architectural features (i.e., tissue context) for well-differentiated tumors. Results: The AI algorithm demonstrated proof of concept for identifying cSCC with high accuracy. Accuracy differed by differentiation status, driven by challenges in separating cSCC from epidermis using histomorphological features alone for well-differentiated tumors. Consideration of broader tissue context through architectural features improved the ability to delineate tumor from epidermis. Conclusions and Relevance: Incorporating AI into the surgical workflow may improve efficiency and completeness of real-time margin assessment for cSCC removal, particularly in cases of moderately and poorly differentiated tumors/neoplasms. Further algorithmic improvement is necessary to remain sensitive to the unique epidermal landscape of well-differentiated tumors, and to map tumors to their original anatomical position/orientation. Future studies should assess the efficiency improvements and cost benefits and address other confounding pathologies such as inflammation and nuclei. Funding sources: JL is supported by NIH grants R24GM141194, P20GM104416 and P20GM130454. Support for this work was also provided by the Prouty Dartmouth Cancer Center development funds. Key Points: Question: How can the efficiency and accuracy of real-time intraoperative margin analysis for the removal of cutaneous squamous cell carcinoma (cSCC) be improved, and how can tumor differentiation be incorporated into this approach?Findings: A proof-of-concept deep learning algorithm was trained, validated, and tested on frozen section whole slide images (WSI) for a retrospective cohort of cSCC cases, demonstrating high accuracy in identifying cSCC and related pathologies. Histomorphology alone was found to be insufficient to delineate tumor from epidermis in histologic identification of well-differentiated cSCC. Incorporation of surrounding tissue architecture and shape improved the ability to delineate tumor from normal tissue.Meaning: Integrating artificial intelligence into surgical procedures has the potential to enhance the thoroughness and efficiency of intraoperative margin analysis for cSCC removal. However, accurately accounting for the epidermal tissue based on the tumor's differentiation status requires specialized algorithms that consider the surrounding tissue context. To meaningfully integrate AI algorithms into clinical practice, further algorithmic refinement is needed, as well as the mapping of tumors to their original surgical site, and evaluation of the cost and efficacy of these approaches to address existing bottlenecks.

3.
Urol Oncol ; 41(5): 256.e9-256.e15, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36941190

RESUMO

BACKGROUND: Data on Ta low-grade (LG) non-muscle invasive bladder cancer (NMIBC) have shown that follow-up cystoscopies are normal in 82% and 67% of patients with single and multiple tumors, respectively. OBJECTIVE: To develop a predictive model associated with recurrence-free survival (RFS) at 6, 12, 18 and 24 months in TaLG cases that consider the patients' risk aversion. MATERIALS AND METHODS: Data from a prospectively maintained database of 202 newly diagnosed TaLG NMIBC patients treated at Scandinavian institutions were used for the analysis. To identify risk groups associated with recurrence, we performed a classification tree analysis. Association between risk groups and RFS was evaluated by Kaplan Meier analysis. A Cox proportional hazard model selected significant risk factors associated with RFS using the variables defining the risk groups. The reported C index for the Cox model was 0.7. The model was internally validated and calibrated using 1000 bootstrapped samples. A nomogram to estimate RFS at 6, 12, 18, and 24 months was generated. The performance of our model was compared to EUA/AUA stratification using a decision curve analysis (DCA). RESULTS: The tree classification found that tumor number, tumor size and age were the most relevant variables associated with recurrence. The patients with the worst RFS were those with multifocal or single, ≥ 4cm tumors. All the relevant variables identified by the classification tree were significantly associated with RFS in the Cox proportional hazard model. DCA analysis showed that our model outperformed EUA/AUA stratification and the treat all/none approaches. CONCLUSION: We developed a predictive model to identify TaLG patients that benefit from less frequent follow-up cystoscopy schedule based on the estimated RFS and personal recurrence risk aversion.


Assuntos
Neoplasias da Bexiga Urinária , Bexiga Urinária , Humanos , Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/patologia , Nomogramas , Fatores de Risco , Estimativa de Kaplan-Meier , Recidiva Local de Neoplasia/patologia , Estudos Retrospectivos
4.
J Biopharm Stat ; 29(2): 229-243, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30359557

RESUMO

In randomized controlled trials with delayed treatment effect, there is a delay period before the experimental therapy starts to exhibit a beneficial effect. The phenomenon of delayed treatment effect is often observed in the emerging and important field of immuno-oncology. It is important to estimate the duration of delay as this information helps in characterizing the pattern of comparative treatment effect, understanding the mechanism of action of the experimental therapy, and forming optimal treatment strategies. For a fixed delay time, we propose a maximum likelihood estimator and evaluate its asymptotic properties via simulation. We further evaluate two functions that link the pre- and postdelay hazard ratios to the average hazard ratio given a fixed delay time. For the case of random delay time, where the delay time may vary from patient to patient, we propose a semiparametric joint survival model for delay time and event time to estimate the mean delay time and the postdelay hazard ratio, assuming a Beta distribution for the delay time. We describe an extension of the model to estimate subgroup-specific mean delay times. Simulation study and application to data from a clinical trial in colon cancer patients demonstrate the robustness of the proposed model.


Assuntos
Neoplasias do Colo/terapia , Modelos Estatísticos , Ensaios Clínicos Controlados Aleatórios como Assunto/métodos , Análise de Sobrevida , Tempo para o Tratamento/estatística & dados numéricos , Neoplasias do Colo/mortalidade , Simulação por Computador , Humanos , Funções Verossimilhança , Modelos de Riscos Proporcionais , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Tempo para o Tratamento/tendências
5.
J Clin Endocrinol Metab ; 102(3): 1032-1043, 2017 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-28359093

RESUMO

Context: The role of the extracellular matrix (ECM) in regulating adipocyte metabolism in the context of metabolic disease is poorly defined. Objective: The objective of this study was to define the metabolic phenotype of adipocytes associated with human diabetes (DM) and the role of the ECM in regulating adipocyte metabolism. Design: Adipose tissues from obese patients were studied in standard 2-dimensional (2D) cell culture and an in vitro model of decellularized adipose tissue ECM repopulated with human adipocytes, and results were correlated with DM status. Setting: This study was conducted at the Academic University Medical Center and Veteran's Administration Hospital. Patients: Seventy patients with morbid obesity undergoing bariatric surgery were included in the study. Interventions: Visceral and subcutaneous adipose tissues were collected at the time of bariatric surgery. Outcome measures: This study used metabolic assays for glucose uptake, lipolysis, and lipogenesis in adipocytes in 2D cell culture and 3-dimensional ECM culture. Results: Adipocytes from subjects with DM manifest decreased glucose uptake and decreased lipolysis in 2D culture. ECM supports differentiation of mature adipocytes and recapitulates DM-specific differences in adipocyte metabolism observed in 2D culture. ECM from subjects without DM partially rescues glucose uptake and lipolytic defects in adipocytes from subjects with DM, whereas ECM from subjects with DM impairs glucose uptake in adipocytes from subjects without DM. Conclusions: DM is associated with adipocyte metabolic dysfunction. The ECM regulates adipocyte metabolism. Nondiabetic ECM rescues metabolic dysfunction in DM adipocytes, whereas DM ECM imparts features of metabolic dysfunction to nondiabetic adipocytes. These findings suggest the ECM as a target for manipulating adipose tissue metabolism.


Assuntos
Adipócitos/metabolismo , Diabetes Mellitus Tipo 2/metabolismo , Matriz Extracelular/metabolismo , Glucose/metabolismo , Lipogênese , Lipólise , Obesidade/metabolismo , Gordura Abdominal/citologia , Gordura Abdominal/metabolismo , Adipócitos/ultraestrutura , Adulto , Estudos de Casos e Controles , Técnicas de Cultura de Células , Diferenciação Celular , Colágeno Tipo I/metabolismo , Diabetes Mellitus Tipo 2/complicações , Feminino , Humanos , Imuno-Histoquímica , Técnicas In Vitro , Gordura Intra-Abdominal/citologia , Gordura Intra-Abdominal/metabolismo , Masculino , Microscopia Eletrônica de Varredura , Pessoa de Meia-Idade , Obesidade/complicações , Reação em Cadeia da Polimerase em Tempo Real , Gordura Subcutânea/citologia , Gordura Subcutânea/metabolismo
6.
Semin Cancer Biol ; 35 Suppl: S276-S304, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26590477

RESUMO

Targeted therapies and the consequent adoption of "personalized" oncology have achieved notable successes in some cancers; however, significant problems remain with this approach. Many targeted therapies are highly toxic, costs are extremely high, and most patients experience relapse after a few disease-free months. Relapses arise from genetic heterogeneity in tumors, which harbor therapy-resistant immortalized cells that have adopted alternate and compensatory pathways (i.e., pathways that are not reliant upon the same mechanisms as those which have been targeted). To address these limitations, an international task force of 180 scientists was assembled to explore the concept of a low-toxicity "broad-spectrum" therapeutic approach that could simultaneously target many key pathways and mechanisms. Using cancer hallmark phenotypes and the tumor microenvironment to account for the various aspects of relevant cancer biology, interdisciplinary teams reviewed each hallmark area and nominated a wide range of high-priority targets (74 in total) that could be modified to improve patient outcomes. For these targets, corresponding low-toxicity therapeutic approaches were then suggested, many of which were phytochemicals. Proposed actions on each target and all of the approaches were further reviewed for known effects on other hallmark areas and the tumor microenvironment. Potential contrary or procarcinogenic effects were found for 3.9% of the relationships between targets and hallmarks, and mixed evidence of complementary and contrary relationships was found for 7.1%. Approximately 67% of the relationships revealed potentially complementary effects, and the remainder had no known relationship. Among the approaches, 1.1% had contrary, 2.8% had mixed and 62.1% had complementary relationships. These results suggest that a broad-spectrum approach should be feasible from a safety standpoint. This novel approach has potential to be relatively inexpensive, it should help us address stages and types of cancer that lack conventional treatment, and it may reduce relapse risks. A proposed agenda for future research is offered.


Assuntos
Heterogeneidade Genética , Terapia de Alvo Molecular , Neoplasias/terapia , Medicina de Precisão , Antineoplásicos Fitogênicos/uso terapêutico , Resistencia a Medicamentos Antineoplásicos/genética , Humanos , Neoplasias/genética , Neoplasias/patologia , Neoplasias/prevenção & controle , Transdução de Sinais , Microambiente Tumoral/genética
7.
Semin Cancer Biol ; 35 Suppl: S78-S103, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25936818

RESUMO

Apoptosis or programmed cell death is natural way of removing aged cells from the body. Most of the anti-cancer therapies trigger apoptosis induction and related cell death networks to eliminate malignant cells. However, in cancer, de-regulated apoptotic signaling, particularly the activation of an anti-apoptotic systems, allows cancer cells to escape this program leading to uncontrolled proliferation resulting in tumor survival, therapeutic resistance and recurrence of cancer. This resistance is a complicated phenomenon that emanates from the interactions of various molecules and signaling pathways. In this comprehensive review we discuss the various factors contributing to apoptosis resistance in cancers. The key resistance targets that are discussed include (1) Bcl-2 and Mcl-1 proteins; (2) autophagy processes; (3) necrosis and necroptosis; (4) heat shock protein signaling; (5) the proteasome pathway; (6) epigenetic mechanisms; and (7) aberrant nuclear export signaling. The shortcomings of current therapeutic modalities are highlighted and a broad spectrum strategy using approaches including (a) gossypol; (b) epigallocatechin-3-gallate; (c) UMI-77 (d) triptolide and (e) selinexor that can be used to overcome cell death resistance is presented. This review provides a roadmap for the design of successful anti-cancer strategies that overcome resistance to apoptosis for better therapeutic outcome in patients with cancer.


Assuntos
Apoptose/genética , Terapia de Alvo Molecular , Neoplasias/tratamento farmacológico , Neoplasias/genética , Antineoplásicos/uso terapêutico , Apoptose/efeitos dos fármacos , Autofagia/genética , Proliferação de Células/genética , Resistencia a Medicamentos Antineoplásicos/genética , Humanos , Neoplasias/patologia , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética
8.
Semin Cancer Biol ; 35 Suppl: S199-S223, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25865775

RESUMO

Cancer arises in the context of an in vivo tumor microenvironment. This microenvironment is both a cause and consequence of tumorigenesis. Tumor and host cells co-evolve dynamically through indirect and direct cellular interactions, eliciting multiscale effects on many biological programs, including cellular proliferation, growth, and metabolism, as well as angiogenesis and hypoxia and innate and adaptive immunity. Here we highlight specific biological processes that could be exploited as targets for the prevention and therapy of cancer. Specifically, we describe how inhibition of targets such as cholesterol synthesis and metabolites, reactive oxygen species and hypoxia, macrophage activation and conversion, indoleamine 2,3-dioxygenase regulation of dendritic cells, vascular endothelial growth factor regulation of angiogenesis, fibrosis inhibition, endoglin, and Janus kinase signaling emerge as examples of important potential nexuses in the regulation of tumorigenesis and the tumor microenvironment that can be targeted. We have also identified therapeutic agents as approaches, in particular natural products such as berberine, resveratrol, onionin A, epigallocatechin gallate, genistein, curcumin, naringenin, desoxyrhapontigenin, piperine, and zerumbone, that may warrant further investigation to target the tumor microenvironment for the treatment and/or prevention of cancer.


Assuntos
Carcinogênese/efeitos dos fármacos , Neoplasias/tratamento farmacológico , Neovascularização Patológica/tratamento farmacológico , Microambiente Tumoral/genética , Antineoplásicos/uso terapêutico , Carcinogênese/genética , Proliferação de Células/efeitos dos fármacos , Humanos , Terapia de Alvo Molecular , Neoplasias/genética , Neoplasias/prevenção & controle , Neovascularização Patológica/genética , Neovascularização Patológica/prevenção & controle , Transdução de Sinais , Microambiente Tumoral/efeitos dos fármacos
9.
Semin Cancer Biol ; 35 Suppl: S25-S54, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25892662

RESUMO

Proliferation is an important part of cancer development and progression. This is manifest by altered expression and/or activity of cell cycle related proteins. Constitutive activation of many signal transduction pathways also stimulates cell growth. Early steps in tumor development are associated with a fibrogenic response and the development of a hypoxic environment which favors the survival and proliferation of cancer stem cells. Part of the survival strategy of cancer stem cells may manifested by alterations in cell metabolism. Once tumors appear, growth and metastasis may be supported by overproduction of appropriate hormones (in hormonally dependent cancers), by promoting angiogenesis, by undergoing epithelial to mesenchymal transition, by triggering autophagy, and by taking cues from surrounding stromal cells. A number of natural compounds (e.g., curcumin, resveratrol, indole-3-carbinol, brassinin, sulforaphane, epigallocatechin-3-gallate, genistein, ellagitannins, lycopene and quercetin) have been found to inhibit one or more pathways that contribute to proliferation (e.g., hypoxia inducible factor 1, nuclear factor kappa B, phosphoinositide 3 kinase/Akt, insulin-like growth factor receptor 1, Wnt, cell cycle associated proteins, as well as androgen and estrogen receptor signaling). These data, in combination with bioinformatics analyses, will be very important for identifying signaling pathways and molecular targets that may provide early diagnostic markers and/or critical targets for the development of new drugs or drug combinations that block tumor formation and progression.


Assuntos
Proteínas de Ciclo Celular/genética , Proliferação de Células/efeitos dos fármacos , Neoplasias/patologia , Neoplasias/terapia , Antineoplásicos/uso terapêutico , Proteínas de Ciclo Celular/biossíntese , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Humanos , Terapia de Alvo Molecular , Neoplasias/genética , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/patologia , Transdução de Sinais/efeitos dos fármacos
10.
Semin Cancer Biol ; 35 Suppl: S104-S128, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25869441

RESUMO

One of the hallmarks of malignant cell populations is the ability to undergo continuous proliferation. This property allows clonal lineages to acquire sequential aberrations that can fuel increasingly autonomous growth, invasiveness, and therapeutic resistance. Innate cellular mechanisms have evolved to regulate replicative potential as a hedge against malignant progression. When activated in the absence of normal terminal differentiation cues, these mechanisms can result in a state of persistent cytostasis. This state, termed "senescence," can be triggered by intrinsic cellular processes such as telomere dysfunction and oncogene expression, and by exogenous factors such as DNA damaging agents or oxidative environments. Despite differences in upstream signaling, senescence often involves convergent interdependent activation of tumor suppressors p53 and p16/pRB, but can be induced, albeit with reduced sensitivity, when these suppressors are compromised. Doses of conventional genotoxic drugs required to achieve cancer cell senescence are often much lower than doses required to achieve outright cell death. Additional therapies, such as those targeting cyclin dependent kinases or components of the PI3K signaling pathway, may induce senescence specifically in cancer cells by circumventing defects in tumor suppressor pathways or exploiting cancer cells' heightened requirements for telomerase. Such treatments sufficient to induce cancer cell senescence could provide increased patient survival with fewer and less severe side effects than conventional cytotoxic regimens. This positive aspect is countered by important caveats regarding senescence reversibility, genomic instability, and paracrine effects that may increase heterogeneity and adaptive resistance of surviving cancer cells. Nevertheless, agents that effectively disrupt replicative immortality will likely be valuable components of new combinatorial approaches to cancer therapy.


Assuntos
Proliferação de Células/genética , Senescência Celular/genética , Terapia de Alvo Molecular , Neoplasias/tratamento farmacológico , Neoplasias/genética , Antineoplásicos/uso terapêutico , Proliferação de Células/efeitos dos fármacos , Transformação Celular Neoplásica/genética , Instabilidade Genômica/efeitos dos fármacos , Humanos , Neoplasias/patologia , Fosfatidilinositol 3-Quinases/genética , Transdução de Sinais/genética , Telomerase/efeitos dos fármacos , Telomerase/genética , Proteína Supressora de Tumor p53/genética
11.
Semin Cancer Biol ; 35 Suppl: S5-S24, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25869442

RESUMO

Genomic instability can initiate cancer, augment progression, and influence the overall prognosis of the affected patient. Genomic instability arises from many different pathways, such as telomere damage, centrosome amplification, epigenetic modifications, and DNA damage from endogenous and exogenous sources, and can be perpetuating, or limiting, through the induction of mutations or aneuploidy, both enabling and catastrophic. Many cancer treatments induce DNA damage to impair cell division on a global scale but it is accepted that personalized treatments, those that are tailored to the particular patient and type of cancer, must also be developed. In this review, we detail the mechanisms from which genomic instability arises and can lead to cancer, as well as treatments and measures that prevent genomic instability or take advantage of the cellular defects caused by genomic instability. In particular, we identify and discuss five priority targets against genomic instability: (1) prevention of DNA damage; (2) enhancement of DNA repair; (3) targeting deficient DNA repair; (4) impairing centrosome clustering; and, (5) inhibition of telomerase activity. Moreover, we highlight vitamin D and B, selenium, carotenoids, PARP inhibitors, resveratrol, and isothiocyanates as priority approaches against genomic instability. The prioritized target sites and approaches were cross validated to identify potential synergistic effects on a number of important areas of cancer biology.


Assuntos
Instabilidade Genômica/efeitos dos fármacos , Neoplasias/dietoterapia , Neoplasias/genética , Centrossomo/metabolismo , Dano ao DNA/genética , Reparo do DNA/genética , Dieta , Instabilidade Genômica/genética , Humanos , Neoplasias/patologia , Prognóstico , Telomerase/antagonistas & inibidores , Telomerase/genética
12.
Semin Cancer Biol ; 35 Suppl: S185-S198, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25818339

RESUMO

Cancer immune evasion is a major stumbling block in designing effective anticancer therapeutic strategies. Although considerable progress has been made in understanding how cancers evade destructive immunity, measures to counteract tumor escape have not kept pace. There are a number of factors that contribute to tumor persistence despite having a normal host immune system. Immune editing is one of the key aspects why tumors evade surveillance causing the tumors to lie dormant in patients for years through "equilibrium" and "senescence" before re-emerging. In addition, tumors exploit several immunological processes such as targeting the regulatory T cell function or their secretions, antigen presentation, modifying the production of immune suppressive mediators, tolerance and immune deviation. Besides these, tumor heterogeneity and metastasis also play a critical role in tumor growth. A number of potential targets like promoting Th1, NK cell, γδ T cell responses, inhibiting Treg functionality, induction of IL-12, use of drugs including phytochemicals have been designed to counter tumor progression with much success. Some natural agents and phytochemicals merit further study. For example, use of certain key polysaccharide components from mushrooms and plants have shown to possess therapeutic impact on tumor-imposed genetic instability, anti-growth signaling, replicative immortality, dysregulated metabolism etc. In this review, we will discuss the advances made toward understanding the basis of cancer immune evasion and summarize the efficacy of various therapeutic measures and targets that have been developed or are being investigated to enhance tumor rejection.


Assuntos
Carcinogênese/imunologia , Evasão da Resposta Imune , Neoplasias/imunologia , Neoplasias/terapia , Apresentação de Antígeno/imunologia , Carcinogênese/efeitos dos fármacos , Humanos , Tolerância Imunológica/efeitos dos fármacos , Tolerância Imunológica/imunologia , Neoplasias/patologia , Compostos Fitoquímicos/uso terapêutico , Linfócitos T Reguladores/imunologia , Evasão Tumoral/efeitos dos fármacos , Evasão Tumoral/imunologia
13.
Semin Cancer Biol ; 35 Suppl: S55-S77, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25749195

RESUMO

The evasion of anti-growth signaling is an important characteristic of cancer cells. In order to continue to proliferate, cancer cells must somehow uncouple themselves from the many signals that exist to slow down cell growth. Here, we define the anti-growth signaling process, and review several important pathways involved in growth signaling: p53, phosphatase and tensin homolog (PTEN), retinoblastoma protein (Rb), Hippo, growth differentiation factor 15 (GDF15), AT-rich interactive domain 1A (ARID1A), Notch, insulin-like growth factor (IGF), and Krüppel-like factor 5 (KLF5) pathways. Aberrations in these processes in cancer cells involve mutations and thus the suppression of genes that prevent growth, as well as mutation and activation of genes involved in driving cell growth. Using these pathways as examples, we prioritize molecular targets that might be leveraged to promote anti-growth signaling in cancer cells. Interestingly, naturally occurring phytochemicals found in human diets (either singly or as mixtures) may promote anti-growth signaling, and do so without the potentially adverse effects associated with synthetic chemicals. We review examples of naturally occurring phytochemicals that may be applied to prevent cancer by antagonizing growth signaling, and propose one phytochemical for each pathway. These are: epigallocatechin-3-gallate (EGCG) for the Rb pathway, luteolin for p53, curcumin for PTEN, porphyrins for Hippo, genistein for GDF15, resveratrol for ARID1A, withaferin A for Notch and diguelin for the IGF1-receptor pathway. The coordination of anti-growth signaling and natural compound studies will provide insight into the future application of these compounds in the clinical setting.


Assuntos
Carcinogênese/genética , Proliferação de Células/genética , Neoplasias/genética , Neoplasias/terapia , Transdução de Sinais , Proteínas de Ligação a DNA , Fator 15 de Diferenciação de Crescimento/genética , Via de Sinalização Hippo , Humanos , Fatores de Transcrição Kruppel-Like/genética , Terapia de Alvo Molecular , Proteínas Nucleares/genética , PTEN Fosfo-Hidrolase/genética , Proteínas Serina-Treonina Quinases/genética , Proteína do Retinoblastoma/genética , Somatomedinas/genética , Fatores de Transcrição/genética , Proteína Supressora de Tumor p53/genética
14.
Semin Cancer Biol ; 35 Suppl: S224-S243, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25600295

RESUMO

Deregulation of angiogenesis--the growth of new blood vessels from an existing vasculature--is a main driving force in many severe human diseases including cancer. As such, tumor angiogenesis is important for delivering oxygen and nutrients to growing tumors, and therefore considered an essential pathologic feature of cancer, while also playing a key role in enabling other aspects of tumor pathology such as metabolic deregulation and tumor dissemination/metastasis. Recently, inhibition of tumor angiogenesis has become a clinical anti-cancer strategy in line with chemotherapy, radiotherapy and surgery, which underscore the critical importance of the angiogenic switch during early tumor development. Unfortunately the clinically approved anti-angiogenic drugs in use today are only effective in a subset of the patients, and many who initially respond develop resistance over time. Also, some of the anti-angiogenic drugs are toxic and it would be of great importance to identify alternative compounds, which could overcome these drawbacks and limitations of the currently available therapy. Finding "the most important target" may, however, prove a very challenging approach as the tumor environment is highly diverse, consisting of many different cell types, all of which may contribute to tumor angiogenesis. Furthermore, the tumor cells themselves are genetically unstable, leading to a progressive increase in the number of different angiogenic factors produced as the cancer progresses to advanced stages. As an alternative approach to targeted therapy, options to broadly interfere with angiogenic signals by a mixture of non-toxic natural compound with pleiotropic actions were viewed by this team as an opportunity to develop a complementary anti-angiogenesis treatment option. As a part of the "Halifax Project" within the "Getting to know cancer" framework, we have here, based on a thorough review of the literature, identified 10 important aspects of tumor angiogenesis and the pathological tumor vasculature which would be well suited as targets for anti-angiogenic therapy: (1) endothelial cell migration/tip cell formation, (2) structural abnormalities of tumor vessels, (3) hypoxia, (4) lymphangiogenesis, (5) elevated interstitial fluid pressure, (6) poor perfusion, (7) disrupted circadian rhythms, (8) tumor promoting inflammation, (9) tumor promoting fibroblasts and (10) tumor cell metabolism/acidosis. Following this analysis, we scrutinized the available literature on broadly acting anti-angiogenic natural products, with a focus on finding qualitative information on phytochemicals which could inhibit these targets and came up with 10 prototypical phytochemical compounds: (1) oleanolic acid, (2) tripterine, (3) silibinin, (4) curcumin, (5) epigallocatechin-gallate, (6) kaempferol, (7) melatonin, (8) enterolactone, (9) withaferin A and (10) resveratrol. We suggest that these plant-derived compounds could be combined to constitute a broader acting and more effective inhibitory cocktail at doses that would not be likely to cause excessive toxicity. All the targets and phytochemical approaches were further cross-validated against their effects on other essential tumorigenic pathways (based on the "hallmarks" of cancer) in order to discover possible synergies or potentially harmful interactions, and were found to generally also have positive involvement in/effects on these other aspects of tumor biology. The aim is that this discussion could lead to the selection of combinations of such anti-angiogenic compounds which could be used in potent anti-tumor cocktails, for enhanced therapeutic efficacy, reduced toxicity and circumvention of single-agent anti-angiogenic resistance, as well as for possible use in primary or secondary cancer prevention strategies.


Assuntos
Inibidores da Angiogênese/uso terapêutico , Antineoplásicos Fitogênicos/uso terapêutico , Neoplasias/terapia , Neovascularização Patológica/terapia , Vasos Sanguíneos/efeitos dos fármacos , Vasos Sanguíneos/crescimento & desenvolvimento , Vasos Sanguíneos/patologia , Proliferação de Células/efeitos dos fármacos , Humanos , Imunoterapia , Neoplasias/prevenção & controle , Neovascularização Patológica/prevenção & controle
15.
Discov Med ; 14(78): 327-33, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23200064

RESUMO

Metastasis is one of the cancer hallmarks described by Hanahan and Weinberg. Emerging evidence shows that it requires interplays between cancer cells and micro-environmental biofactors. Indoleamine 3,5-dioxygenase-1 (IDO-1) produced by cancer, local lymph nodes, and satellite cells have been demonstrated as one of the biofactors. Aberrant IDO-1 activity has partially contributed to immunosuppressive environment by repressing T lymphocyte and natural killer cell activities, and activating regulatory T cells (Treg, CD4+CD25+). Clinical investigations further show a negative correlation between the enzyme activity and prognosis in patients with various cancer types. The findings suggest a possible role of IDO-1 inhibitor in restoring host anti-tumor immunity and attenuating cancer metastasis. Data from preclinical and phase I/II clinical studies with IDO-1 inhibitors support this hypothesis. Polyphenols as antioxidants are shown to exhibit anticancer activities. However, the underlying mechanism has not been entirely characterized. We recently found that certain flavone molecules profoundly inhibit the enzymatic activity of IDO-1 but not mRNA expression in human neuronal stem cells (hNSC) confirmed by cell-based assay and qRT-PCR. To further the investigation, we studied additional anti-cancer phytochemicals including chalcone, flavonol, isoflavone, and diterpene. Here we summarize the results and show that the inhibitory sensitivity depends on the molecular structure in the following order: apigenin > wogonin > chrysin > biacalein ~ genistein > quercetin. Curcumin and isoliquiritigenin (a chalcone) exhibited toxicity to hNSCs. Although oridonin (a diterpene) showed a null toxicity toward hNSCs, it repressed the enzymatic function only marginally in contrast to its potent cytotoxicity in various cancer cell lines. While the mode of action of the enzyme-polyphenol complex awaits to be investigated, the sensitivity of enzyme inhibition was compared to the anti-proliferative activities toward three cancer cell lines. The IC50s obtained from both sets of the experiments indicate that they are in the vicinity of micromolar concentration with the enzyme inhibition slightly more active. These results suggest that attenuation of immune suppression via inhibition of IDO-1 enzyme activity may be one of the important mechanisms of polyphenols in chemoprevention or combinatorial cancer therapy.


Assuntos
Dioxigenases/metabolismo , Imunomodulação/efeitos dos fármacos , Polifenóis/farmacologia , Apigenina/farmacologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Quimioprevenção , Flavanonas/farmacologia , Genisteína/farmacologia , Humanos , Quercetina/farmacologia
16.
Discov Med ; 13(68): 7-17, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22284780

RESUMO

Epithelial ovarian cancer (EOC) is the leading cause of death among gynecological malignancies worldwide. The five-year survival rates for stage IIIC and IV patients are 29% and 13%, respectively. Type-2 EOC cells have been found to be associated with this late stage disease. In contrast, women diagnosed in stage 1 disease, which mostly exhibits type-1 cells, have a high 5-year survival rate (90%). Recent progress in understanding the pathogenesis of EOC and inflammatory signaling pathways revealed that type-2 cells frequently express a deleted or mutated TP53 (60-80%), or aberrations in BRCA1 (30-60%) and BRCA2 (15-30%). The deletion or mutation of TP53 results in a dysregulated inflammatory signal network and contributes to an immunosuppressive microenvironment. Thus, to be effective, EOC therapy may be necessary to cover two areas: (1) direct cytotoxic killing of cancer cells; (2) reversion of the immunosuppressive microenvironment. Presently the first strategy is advancing rapidly while the second strategy remains behind. Isolation and characterization of cancer stem cells (CSCs) have helped to confirm the dynamic role of the tumor microenvironment in promoting cancer metastasis and recurrence. Based on widely published in vitro and mouse-model data, some anti-inflammatory phytochemicals appear to exhibit activity in modulating the tumor microenvironment. Specifically, apiegenin, baicalein, curcumin, EGCG, genistein, luteolin, oridonin, quercetin, and wogonin repress NF-kappaB (NF-κB, a proinflammatory transcription factor) and inhibit proinflammatory cytokines such as TNF-α and IL-6. Additionally, most of these phytochemicals have been shown to stabilize p53 protein, sensitize TRAIL (TNF receptor apoptosis-inducing ligand) induced apoptosis, and prevent or delay chemotherapy-resistance. Recent studies further indicate that apigenin, genistein, kaempferol, luteolin, and quercetin potently inhibit VEGF production and suppress ovarian cancer cell metastasis in vitro. Lastly, oridonin and wogonin were suggested to suppress ovarian CSCs as is reflected by down-regulation of the surface marker EpCAM. Unlike NSAIDS (non-steroid anti-inflammatory drugs), well documented clinical data for phyto-active compounds are lacking. In order to evaluate objectively the potential benefit of these compounds in the treatment of ovarian cancer, strategically designed, large scale studies are warranted.


Assuntos
Anti-Inflamatórios/uso terapêutico , Antineoplásicos Fitogênicos/uso terapêutico , Neoplasias Epiteliais e Glandulares/tratamento farmacológico , Neoplasias Ovarianas/tratamento farmacológico , Anti-Inflamatórios/farmacologia , Antineoplásicos Fitogênicos/farmacologia , Carcinoma Epitelial do Ovário , Resistencia a Medicamentos Antineoplásicos , Feminino , Humanos , Interleucina-6/biossíntese , NF-kappa B/antagonistas & inibidores , Células-Tronco Neoplásicas/efeitos dos fármacos , Microambiente Tumoral/efeitos dos fármacos , Fator de Necrose Tumoral alfa/biossíntese , Fator A de Crescimento do Endotélio Vascular/antagonistas & inibidores
17.
Curr Drug Targets ; 12(3): 288-301, 2011 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-20955151

RESUMO

Inflammation is a natural response of living organisms to the presence of internal and external substances which are recognized by the host as being "non-self" or "foreign invader". It is also a cascade leading to the healing of damaged tissue. Uncontrolled inflammation often results in chronic diseases such as arthritis, autoimmune disorder, cancer, dementia, diabetic, neurodegeneration and vascular disease. The list keeps growing due to the increasing numbers of identified molecular markers that are associated with inflammatory genes or transcription factors. Among various transcription factors, nuclear factor kappa B (NF-kB) is the master switch for proinflammatory genes and transactivates arachidonic acid pathway enzymes when activated. Through evolution, plants have developed vast classes of compounds to fight inflammation. Most of them belong to the chemical group of alkaloids, coumarins, flavonoids, polyphenols and terpenoids. This review article presents and discusses results obtained from literature search on recent findings in plant-derived compounds, which exhibit anti-inflammatory activity in rheumatoid arthritis, allergy and asthma via the suppression of the arachidonic acid pathway. IC(50)s of the compounds obtained from the literature are thus tabulated into six groups of inhibitors based on the enzyme target of phospholipase A2, cyclooxygenase 1 and 2, 5-, 12- and 15-lipoxygenase. Modulation of Th1/Th2 cytokines and histamine/mucus release by some of these enzyme inhibitors are also briefly discussed.


Assuntos
Anti-Inflamatórios não Esteroides/farmacologia , Ácidos Araquidônicos/metabolismo , Artrite Reumatoide/metabolismo , Asma/metabolismo , Produtos Biológicos/farmacologia , Hipersensibilidade/metabolismo , Extratos Vegetais/farmacologia , Animais , Anti-Inflamatórios não Esteroides/uso terapêutico , Artrite Reumatoide/tratamento farmacológico , Artrite Reumatoide/imunologia , Asma/tratamento farmacológico , Asma/imunologia , Produtos Biológicos/química , Produtos Biológicos/uso terapêutico , Humanos , Hipersensibilidade/tratamento farmacológico , Hipersensibilidade/imunologia , Terapia de Alvo Molecular , Fitoterapia , Extratos Vegetais/química , Extratos Vegetais/uso terapêutico
18.
Cell Biol Toxicol ; 27(2): 133-47, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20872277

RESUMO

The initial response rates of advanced-stage epithelial ovarian cancer to the chemotherapeutic agents carboplatin and paclitaxel are high. However, once drug resistance develops, further chemotherapy is less effective. The objective of this study is to investigate the anti-proliferative activity of the phyto-active chemicals (PACs) oridonin and wogonin in chemo-resistant epithelial ovarian cancer cells. Primary cell cultures from the ascitic fluid of three patients at diagnosis, two patients chemo-resistant to carboplatin and paclitaxel, and one patient treated with letrozole for breast cancer were studied and compared to the ovarian cancer cell lines A2780 and PTX10, by cell viability assay (MTS). Effects on cell cycle modulation and apoptosis were examined by flow cytometry and Western blot analysis (WB). WB was further conducted to investigate protein expressions altered by PACs. The results show that IC(50) of the primary cultures ranged from 0.6 to 5.4 µg/ml for oridonin and 0.3-12.7 µg/ml for wogonin. The paclitaxel-resistant cell line PTX10 was more sensitive to each of the PACs than the chemo-sensitive cell line A2780. Of particular interest is that in combination, the two PACs were synergistic in their cytotoxicity to five of six of the primary cultures and to both the cell lines (combination indices of 0.39-0.95). The inhibition is attributable to apoptosis and cell cycle modulation induced by the PACs as demonstrated in A2780 and PTX10. Up-regulation of the functional p53 protein in A2780 and down-regulation of Akt protein in PTX10 have in part contributed to the apoptosis. These findings suggest that oridonin and wogonin may have activity in ovarian cancer following its development of resistance to carboplatin and paclitaxel.


Assuntos
Diterpenos do Tipo Caurano/uso terapêutico , Flavanonas/uso terapêutico , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias Ovarianas/patologia , Idoso , Antígenos de Neoplasias/metabolismo , Ascite/complicações , Ascite/patologia , Biomarcadores Tumorais/metabolismo , Moléculas de Adesão Celular/metabolismo , Ciclo Celular/efeitos dos fármacos , Morte Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Forma Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Diterpenos do Tipo Caurano/farmacologia , Ensaios de Seleção de Medicamentos Antitumorais , Quimioterapia Combinada , Molécula de Adesão da Célula Epitelial , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Feminino , Flavanonas/farmacologia , Humanos , Concentração Inibidora 50 , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/metabolismo , Estadiamento de Neoplasias , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Neoplasias Ovarianas/complicações , Neoplasias Ovarianas/metabolismo , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/metabolismo , Neoplasias da Próstata/patologia , Coloração e Rotulagem
19.
Int J Oncol ; 32(2): 405-11, 2008 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-18202763

RESUMO

The androgen receptor (AR) signaling pathway continues to be active in hormone resistant prostate cancer (HRPC) and can inappropriately activate transcription. Consequently the AR is a therapeutic target for HRPC. We reported that PC-SPES is active against HRPC, partly due to its actions in down-regulating AR protein expression and modulating cell cycle. Further investigation has identified five active anticancer compounds. This study describes the effects of three of these compounds (oridonin, isoliquiritigenin and wogonin) on cell proliferation, cell apoptosis, cell cycle parameters, AR and PSA protein expression. In each case, these compounds have independent activities which may partly contribute to the biological activity of PC-SPES.


Assuntos
Antineoplásicos Fitogênicos/farmacologia , Regulação Neoplásica da Expressão Gênica , Extratos Vegetais/farmacologia , Antígeno Prostático Específico/biossíntese , Neoplasias da Próstata/metabolismo , Receptores Androgênicos/biossíntese , Apoptose , Ciclo Celular , Linhagem Celular Tumoral , Proliferação de Células , Chalconas/farmacologia , Diterpenos/farmacologia , Diterpenos do Tipo Caurano/farmacologia , Flavanonas/farmacologia , Humanos , Masculino
20.
Traffic ; 7(11): 1503-17, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-16956384

RESUMO

Drs2p, a P-type adenosine triphosphatase required for a phosphatidylserine (PS) flippase activity in the yeast trans Golgi network (TGN), was first implicated in protein trafficking by a screen for mutations synthetically lethal with arf1 (swa). Here, we show that SWA4 is allelic to CDC50, encoding a membrane protein previously shown to chaperone Drs2p from the endoplasmic reticulum to the Golgi complex. We find that cdc50Delta exhibits the same clathrin-deficient phenotypes as drs2Delta, including delayed transport of carboxypeptidase Y to the vacuole, mislocalization of resident TGN enzymes and the accumulation of aberrant membrane structures. These trafficking defects precede appearance of cell polarity defects in cdc50Delta, suggesting that the latter are a secondary consequence of disrupting Golgi function. Involvement of Drs2p-Cdc50p in PS translocation suggests a role in restricting PS to the cytosolic leaflet of the Golgi and plasma membrane. Annexin V binding and papuamide B hypersensitivity indicate that drs2Delta or cdc50Delta causes a loss of plasma membrane PS asymmetry. However, clathrin and other endocytosis null mutants also exhibit a comparable loss of PS asymmetry, and studies with drs2-ts and clathrin (chc1-ts) conditional mutants suggest that loss of plasma membrane asymmetry is a secondary consequence of disrupting protein trafficking.


Assuntos
ATPases Transportadoras de Cálcio/fisiologia , Membrana Celular/metabolismo , Fosfatidilserinas/metabolismo , Proteínas de Saccharomyces cerevisiae/fisiologia , Saccharomyces cerevisiae/metabolismo , Sequência de Aminoácidos , Anexina A5/metabolismo , ATPases Transportadoras de Cálcio/genética , ATPases Transportadoras de Cálcio/metabolismo , Carboxipeptidases/genética , Carboxipeptidases/metabolismo , Catepsina A , Cadeias Pesadas de Clatrina/genética , Cadeias Pesadas de Clatrina/metabolismo , Clonagem Molecular , Depsipeptídeos/farmacologia , Endocitose/genética , Endocitose/fisiologia , Retículo Endoplasmático/metabolismo , Glicosilação , Complexo de Golgi/metabolismo , Fator de Acasalamento , Dados de Sequência Molecular , Mutação/genética , Peptídeos/genética , Peptídeos/metabolismo , Peptídeos/farmacologia , Peptídeos Cíclicos , Fosfolipídeos/metabolismo , Pró-Proteína Convertases/genética , Pró-Proteína Convertases/metabolismo , Ligação Proteica , Transporte Proteico/fisiologia , Proteínas Recombinantes de Fusão/metabolismo , Saccharomyces cerevisiae/efeitos dos fármacos , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Homologia de Sequência de Aminoácidos
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