Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 33
Filtrar
1.
BMC Bioinformatics ; 19(Suppl 3): 90, 2018 03 21.
Artículo en Inglés | MEDLINE | ID: mdl-29589556

RESUMEN

BACKGROUND: Cancer Tissue Heterogeneity is an important consideration in cancer research as it can give insights into the causes and progression of cancer. It is known to play a significant role in cancer cell survival, growth and metastasis. Determining the compositional breakup of a heterogeneous cancer tissue can also help address the therapeutic challenges posed by heterogeneity. This necessitates a low cost, scalable algorithm to address the challenge of accurate estimation of the composition of a heterogeneous cancer tissue. METHODS: In this paper, we propose an algorithm to tackle this problem by utilizing the data of accurate, but high cost, single cell line cell-by-cell observation methods in low cost aggregate observation method for heterogeneous cancer cell mixtures to obtain their composition in a Bayesian framework. RESULTS: The algorithm is analyzed and validated using synthetic data and experimental data. The experimental data is obtained from mixtures of three separate human cancer cell lines, HCT116 (Colorectal carcinoma), A2058 (Melanoma) and SW480 (Colorectal carcinoma). CONCLUSION: The algorithm provides a low cost framework to determine the composition of heterogeneous cancer tissue which is a crucial aspect in cancer research.


Asunto(s)
Neoplasias/patología , Algoritmos , Antineoplásicos/uso terapéutico , Teorema de Bayes , Recuento de Células , Línea Celular Tumoral , Simulación por Computador , Humanos , Lapatinib/uso terapéutico , Neoplasias/tratamiento farmacológico , Probabilidad , Sirolimus/análogos & derivados , Sirolimus/uso terapéutico
2.
BMC Cancer ; 18(1): 855, 2018 Aug 29.
Artículo en Inglés | MEDLINE | ID: mdl-30157799

RESUMEN

BACKGROUND: Metastatic melanoma is an aggressive form of skin cancer that evades various anti-cancer treatments including surgery, radio-,immuno- and chemo-therapy. TRAIL-induced apoptosis is a desirable method to treat melanoma since, unlike other treatments, it does not harm non-cancerous cells. The pro-inflammatory response to melanoma by nF κB and STAT3 pathways makes the cancer cells resist TRAIL-induced apoptosis. We show that due to to its dual action on DR5, a death receptor for TRAIL and on STAT3, Cryptotanshinone can be used to increase sensitivity to TRAIL. METHODS: The development of chemoresistance and invasive properties in melanoma cells involves several biological pathways. The key components of these pathways are represented as a Boolean network with multiple inputs and multiple outputs. RESULTS: The possible mutations in genes that can lead to cancer are captured by faults in the combinatorial circuit and the model is used to theoretically predict the effectiveness of Cryptotanshinone for inducing apoptosis in melanoma cell lines. This prediction is experimentally validated by showing that Cryptotanshinone can cause enhanced cell death in A375 melanoma cells. CONCLUSION: The results presented in this paper facilitate a better understanding of melanoma drug resistance. Furthermore, this framework can be used to detect additional drug intervention points in the pathway that could amplify the action of Cryptotanshinone.


Asunto(s)
Apoptosis/efectos de los fármacos , Apoptosis/genética , Modelos Biológicos , Fenantrenos/farmacología , Algoritmos , Biomarcadores , Línea Celular Tumoral , Biología Computacional/métodos , Simulación por Computador , Medicamentos Herbarios Chinos/farmacología , Perfilación de la Expresión Génica , Humanos , Melanoma/genética , Melanoma/metabolismo , Mitocondrias/efectos de los fármacos , Mitocondrias/metabolismo , FN-kappa B/metabolismo , Reproducibilidad de los Resultados , Transducción de Señal , Transcriptoma
3.
Pharm Biol ; 55(1): 1780-1786, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28524774

RESUMEN

CONTEXT: Leishmania amazonensis is the main agent of diffuse cutaneous leishmaniasis, a disease characterized by lesional polymorphism and the commitment of skin surface. Previous reports demonstrated that the Citrus genus possess antimicrobial activity. OBJECTIVE: This study evaluated the anti-L. amazonensis activity of Citrus sinensis (L.) Osbeck (Rutaceae) extracts. MATERIALS AND METHODS: Citrus sinensis dried leaves were subjected to maceration with hexane (CH), ethyl acetate (CEA), dichloromethane/ethanol (CD/Et - 1:1) or ethanol/water (CEt/W - 7:3). Leishmania amazonensis promastigotes were treated with C. sinensis extracts (1-525 µg/mL) for 120 h at 27 °C. Ultrastructure alterations of treated parasites were evaluated by transmission electron microscopy. Cytotoxicity of the extracts was assessed on RAW 264.7 and J774.G8 macrophages after 48-h treatment at 37 °C using the tetrazolium assay. In addition, Leishmania-infected macrophages were treated with CH and CD/Et (10-80 µg/mL). RESULTS: CH, CD/Et and CEA displayed antileishmanial activity with 50% inhibitory activity (IC50) of 25.91 ± 4.87, 54.23 ± 3.78 and 62.74 ± 5.04 µg/mL, respectively. Parasites treated with CD/Et (131.2 µg/mL) presented severe alterations including mitochondrial swelling, lipid body formation and intense cytoplasmic vacuolization. CH and CD/Et demonstrated cytotoxic effects similar to that of amphotericin B in the anti-amastigote assays (SI of 2.16, 1.98 and 1.35, respectively). Triterpene amyrins were the main substances in CH and CD/Et extracts. In addition, 80 µg/mL of CD/Et reduced the number of intracellular amastigotes and the percentage of infected macrophages in 63% and 36%, respectively. CONCLUSION: The results presented here highlight C. sinensis as a promising source of antileishmanial agents.


Asunto(s)
Antiprotozoarios/farmacología , Citrus sinensis/química , Leishmania/efectos de los fármacos , Macrófagos/parasitología , Extractos Vegetales/farmacología , Hojas de la Planta/química , Animales , Antiprotozoarios/aislamiento & purificación , Antiprotozoarios/toxicidad , Supervivencia Celular/efectos de los fármacos , Citrus sinensis/toxicidad , Relación Dosis-Respuesta a Droga , Concentración 50 Inhibidora , Leishmania/crecimiento & desarrollo , Leishmania/ultraestructura , Ratones , Pruebas de Sensibilidad Parasitaria , Fitoterapia , Extractos Vegetales/aislamiento & purificación , Extractos Vegetales/toxicidad , Hojas de la Planta/toxicidad , Plantas Medicinales , Células RAW 264.7 , Solventes/química
4.
Rev Biol Trop ; 64(2): 655-65, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29451761

RESUMEN

Brazil holds most of the Atlantic Forest Domain and is also one of the Rubiaceae diversity centers in the Neotropics. Despite the urban expansion in the state of Rio de Janeiro, large areas of continuous vegetation with high connectivity degree can still be found. Recently, new Rubiaceae species have been described in the Rio de Janeiro flora, which present small populations and very particular distribution. The current paper analyzed the similarity in the floristic composition of the Rubiaceae in eight Atlantic Forest remnants of Rio de Janeiro state protected by Conservation Units. We also surveyed and set guidelines for conservation of microendemic species. The similarity analysis were based on previously published studies in Área de Proteção Ambiental de Grumari, Área de Proteção Ambiental Palmares, Parque Estadual da Serra da Tiririca, Parque Nacional do Itatiaia, Parque Nacional de Jurubatiba, Reserva Biológica de Poço das Antas, Reserva Biológica do Tinguá and Reserva Ecológica de Macaé de Cima - using the PAST software ("Paleontological Statistics") with Sørensen coefficient. The floristic similarity analysis revealed two groups with distinct physiographic characteristics and different vegetation types. Group A consisted in two Restinga areas, Área de Proteção Ambiental de Grumari and Parque Nacional de Jurubatiba, which showed strong bootstrap support (98 %). Group B included forest remnants with distinct phytophisiognomies or altitudes, but with moderate bootstrap support. Low similarity levels among the eight areas were found due to the habitats' heterogeneity. The current study pointed out 19 microendemic species from the Atlantic Forest, they present a single-site distribution or a distribution restricted to Mountain and Metropolitan regions of Rio de Janeiro state. Concerning the conservation status of microendemic species, discrepancies between the Catalogue of Flora of Rio de Janeiro and the Red Book of Brazilian Flora (two of the main reference catalogs of Brazilian flora) have been identified. We have also highlighted the need for recollecting microendemic species from the Atlantic Forest, and for properly assessing the degree of threat faced by these taxons early.


Asunto(s)
Conservación de los Recursos Naturales , Bosques , Rubiaceae/clasificación , Brasil
5.
BMC Vet Res ; 11: 5, 2015 Jan 17.
Artículo en Inglés | MEDLINE | ID: mdl-25595676

RESUMEN

BACKGROUND: 3-Bromotyrosine (3-BrY) is a stable product of eosinophil peroxidase and may serve as a marker of eosinophil activation. A gas chromatography/mass spectrometry method to measure 3-BrY concentrations in serum from dogs has recently been established and analytically validated. The aims of this study were to determine the stability of 3-BrY in serum, to determine the association between peripheral eosinophil counts and the presence of an eosinophilic infiltrate in the gastrointestinal tract, and to compare serum 3-BrY concentrations in healthy dogs (n = 52) and dogs with eosinophilic gastroenteritis (EGE; n = 27), lymphocytic-plasmacytic enteritis (LPE; n = 25), exocrine pancreatic insufficiency (EPI; n = 26), or pancreatitis (n = 27). RESULTS: Serum 3-BrY concentrations were stable for up to 8, 30, and 180 days at 4°C, -20°C, and -80°C, respectively. There was no significant association between peripheral eosinophil count and the presence of eosinophils in the GI tissues (P = 0.1733). Serum 3-BrY concentrations were significantly higher in dogs with EGE (median [range] = 5.04 [≤0.63-26.26] µmol/L), LPE (median [range] = 3.60 [≤0.63-15.67] µmol/L), and pancreatitis (median [range] = 1.49 [≤0.63-4.46] µmol/L) than in healthy control dogs (median [range] = ≤0.63 [≤0.63-1.79] µmol/L; P < 0.0001), whereas concentrations in dogs with EPI (median [range] = 0.73 [≤0.63-4.59] µmol/L) were not different compared to healthy control dogs. CONCLUSIONS: The present study revealed that 3-BrY concentrations were stable in serum when refrigerated and frozen. No relationship between peripheral eosinophil count and the presence of eosinophils infiltration in the GI tissues was found in this study. In addition, serum 3-BrY concentrations were increased in dogs with EGE, but also in dogs with LPE and pancreatitis. Further studies are needed to determine whether measurement of 3-BrY concentrations in serum may be useful to assess patients with suspected or confirmed EGE or LPE.


Asunto(s)
Enfermedades de los Perros/sangre , Eosinófilos/metabolismo , Enfermedades Gastrointestinales/veterinaria , Tirosina/análogos & derivados , Animales , Biomarcadores , Estudios de Casos y Controles , Perros , Femenino , Enfermedades Gastrointestinales/sangre , Enfermedades Gastrointestinales/metabolismo , Masculino , Tirosina/sangre
6.
Chem Sci ; 15(11): 3957-3970, 2024 Mar 13.
Artículo en Inglés | MEDLINE | ID: mdl-38487244

RESUMEN

The proton-coupled electron transfer (PCET) reactions of tyrosine (Y) are instrumental to many redox reactions in nature. This study investigates how the local environment and the thermodynamic properties of Y influence its PCET characteristics. Herein, 2- and 4-mercaptophenol (MP) are placed in the well-folded α3C protein (forming 2MP-α3C and 4MP-α3C) and oxidized by external light-generated [Ru(L)3]3+ complexes. The resulting neutral radicals are long-lived (>100 s) with distinct optical and EPR spectra. Calculated spin-density distributions are similar to canonical Y˙ and display very little spin on the S-S bridge that ligates the MPs to C32 inside the protein. With 2MP-α3C and 4MP-α3C we probe how proton transfer (PT) affects the PCET rate constants and mechanisms by varying the degree of solvent exposure or the potential to form an internal hydrogen bond. Solution NMR ensemble structures confirmed our intended design by displaying a major difference in the phenol OH solvent accessible surface area (≤∼2% for 2MP and 30-40% for 4MP). Additionally, 2MP-C32 is within hydrogen bonding distance to a nearby glutamate (average O-O distance is 3.2 ± 0.5 Å), which is suggested also by quantum mechanical/molecular mechanical (QM/MM) molecular dynamics simulations. Neither increased exposure of the phenol OH to solvent (buffered water), nor the internal hydrogen bond, was found to significantly affect the PCET rates. However, the lower phenol pKa values associated with the MP-α3C proteins compared to α3Y provided a sufficient change in PT driving force to alter the PCET mechanism. The PCET mechanism for 2MP-α3C and 4MP-α3C with moderately strong oxidants was predominantly step-wise PTET for pH values, but changed to concerted PCET at neutral pH values and below when a stronger oxidant was used, as found previously for α3Y. This shows how the balance of ET and PT driving forces is critical for controlling PCET mechanisms. The presented results improve our general understanding of amino-acid based PCET in enzymes.

7.
Biomed Pharmacother ; 150: 112993, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35462337

RESUMEN

Osteosarcoma is the most prevalent malignant bone tumor and occurs most commonly in the adolescent and young adult population. Despite the recent advances in surgeries and chemotherapy, the overall survival in patients with resectable metastases is around 20%. This challenge in osteosarcoma is often attributed to the drastic differences in the tumorigenic profiles and mutations among patients. With diverse mutations and multiple oncogenes, it is necessary to identify the therapies that can attack various mutations and simultaneously have minor side-effects. In this paper, we constructed the osteosarcoma pathway from literature and modeled it using ordinary differential equations. We then simulated this network for every possible gene mutation and their combinations and ranked different drug combinations based on their efficacy to drive a mutated osteosarcoma network towards cell death. Our theoretical results predict that drug combinations with Cryptotanshinone (C19H20O3), a traditional Chinese herb derivative, have the best overall performance. Specifically, Cryptotanshinone in combination with Temsirolimus inhibit the JAK/STAT, MAPK/ERK, and PI3K/Akt/mTOR pathways and induce cell death in tumor cells. We corroborated our theoretical predictions using wet-lab experiments on SaOS2, 143B, G292, and HU03N1 human osteosarcoma cell lines, thereby demonstrating the potency of Cryptotanshinone in fighting osteosarcoma.


Asunto(s)
Neoplasias Óseas , Osteosarcoma , Adolescente , Apoptosis , Neoplasias Óseas/patología , Línea Celular , Línea Celular Tumoral , Proliferación Celular , Humanos , Osteosarcoma/patología , Fenantrenos , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Adulto Joven
8.
IEEE/ACM Trans Comput Biol Bioinform ; 19(3): 1683-1693, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-33180729

RESUMEN

Osteosarcoma (OS) is the most common primary malignant bone tumor of both children and pet canines. Its characteristic genomic instability and complexity coupled with the dearth of knowledge about its etiology has made improvement in the current treatment difficult. We use the existing literature about the biological pathways active in OS and combine it with the current research involving natural compounds to identify new targets and design more effective drug therapies. The key components of these pathways are modeled as a Boolean network with multiple inputs and multiple outputs. The combinatorial circuit is employed to theoretically predict the efficacies of various drugs in combination with Cryptotanshinone. We show that the action of the herbal drug, Cryptotanshinone on OS cell lines induces apoptosis by increasing sensitivity to TNF-related apoptosis-inducing ligand (TRAIL) through its multi-pronged action on STAT3, DRP1 and DR5. The Boolean framework is used to detect additional drug intervention points in the pathway that could amplify the action of Cryptotanshinone.


Asunto(s)
Neoplasias Óseas , Osteosarcoma , Animales , Apoptosis , Neoplasias Óseas/tratamiento farmacológico , Neoplasias Óseas/metabolismo , Neoplasias Óseas/patología , Línea Celular Tumoral , Simulación por Computador , Perros , Osteosarcoma/tratamiento farmacológico , Osteosarcoma/metabolismo , Osteosarcoma/patología , Fenantrenos
9.
PLoS One ; 16(2): e0236074, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33544704

RESUMEN

BACKGROUND: Several studies have highlighted both the extreme anticancer effects of Cryptotanshinone (CT), a Stat3 crippling component from Salvia miltiorrhiza, as well as other STAT3 inhibitors to fight cancer. METHODS: Data presented in this experiment incorporates 2 years of in vitro studies applying a comprehensive live-cell drug-screening analysis of human and canine cancer cells exposed to CT at 20 µM concentration, as well as to other drug combinations. As previously observed in other studies, dogs are natural cancer models, given to their similarity in cancer genetics, epidemiology and disease progression compared to humans. RESULTS: Results obtained from several types of human and canine cancer cells exposed to CT and varied drug combinations, verified CT efficacy at combating cancer by achieving an extremely high percentage of apoptosis within 24 hours of drug exposure. CONCLUSIONS: CT anticancer efficacy in various human and canine cancer cell lines denotes its ability to interact across different biological processes and cancer regulatory cell networks, driving inhibition of cancer cell survival.


Asunto(s)
Neoplasias/tratamiento farmacológico , Fenantrenos/metabolismo , Fenantrenos/farmacología , Animales , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Perros , Detección Precoz del Cáncer/métodos , Humanos , Neoplasias/metabolismo , Factor de Transcripción STAT3/antagonistas & inhibidores , Salvia miltiorrhiza/metabolismo , Transducción de Señal/efectos de los fármacos
10.
PLoS One ; 16(2): e0247190, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33596259

RESUMEN

Colorectal cancer (CRC) is one of the most prevalent types of cancer in the world and ranks second in cancer deaths in the US. Despite the recent improvements in screening and treatment, the number of deaths associated with CRC is still very significant. The complexities involved in CRC therapy stem from multiple oncogenic mutations and crosstalk between abnormal pathways. This calls for using advanced molecular genetics to understand the underlying pathway interactions responsible for this cancer. In this paper, we construct the CRC pathway from the literature and using an existing public dataset on healthy vs tumor colon cells, we identify the genes and pathways that are mutated and are possibly responsible for the disease progression. We then introduce drugs in the CRC pathway, and using a boolean modeling technique, we deduce the drug combinations that produce maximum cell death. Our theoretical simulations demonstrate the effectiveness of Cryptotanshinone, a traditional Chinese herb derivative, achieved by targeting critical oncogenic mutations and enhancing cell death. Finally, we validate our theoretical results using wet lab experiments on HT29 and HCT116 human colorectal carcinoma cell lines.


Asunto(s)
Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Fenantrenos/uso terapéutico , Muerte Celular/efectos de los fármacos , Muerte Celular/genética , Proliferación Celular/efectos de los fármacos , Proliferación Celular/genética , Regulación Neoplásica de la Expresión Génica , Células HCT116 , Células HT29 , Humanos , Mutación/genética , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética
11.
Res Vet Sci ; 130: 59-67, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32145458

RESUMEN

Folate (vitamin B9) and cobalamin (vitamin B12) play an important role in amino acid metabolism, nucleic acid synthesis, and methyl group transfer. Two intracellular enzymes, methionine synthase and methylmalonyl-CoA mutase, are folate and/or cobalamin-dependent, respectively. At the cellular level, a lack of folate and cobalamin leads to accumulation of serum homocysteine (HCY) and a lack of cobalamin leads to increased methylmalonic acid (MMA) concentrations. Altered serum HCY and MMA concentrations can influence amino acid metabolism and nucleic acid synthesis in pigs. Therefore, we aimed to evaluate serum folate, cobalamin, HCY, and MMA concentrations in postweaning pigs between 6 and 26 weeks of age. Serum samples from 12 pigs collected at week 6, 7, 8, 9, 10, 14, 18, 22, and 26 as part of an unrelated study were analyzed. Serum folate (p < .0001), cobalamin (p = .0001), HCY (p < .0001), and MMA (p < .0001) concentrations differed significantly during the postweaning period between 6 and 26 weeks of age; with significantly higher serum HCY (at weeks 6 and 7 compared to weeks 9, 14, 18, 22, and 26) and MMA concentrations (at weeks 6, 7, and 8 compared to weeks 14, 18, 22, and 26) and an overall decrease of serum MMA concentrations from week 6 to week 14 in the pigs studied. This study suggests age-dependent changes in intracellular folate- and cobalamin-dependent metabolites (i.e., HCY and MMA) in pigs between 6 and 26 weeks of age, possibly reflecting decreased availability of intracellular folate and/or cobalamin for amino acid metabolism, nucleic acid synthesis, and methyl group transfer.


Asunto(s)
Ácido Fólico/sangre , Suero/química , Sus scrofa/sangre , Vitamina B 12/sangre , Animales , Citoplasma/química , Homocisteína/sangre , Ácido Metilmalónico/sangre
12.
IEEE/ACM Trans Comput Biol Bioinform ; 17(3): 1010-1018, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-30281473

RESUMEN

The number of deaths associated with Pancreatic Cancer has been on the rise in the United States making it an especially dreaded disease. The overall prognosis for pancreatic cancer patients continues to be grim because of the complexity of the disease at the molecular level involving the potential activation/inactivation of several diverse signaling pathways. In this paper, we first model the aberrant signaling in pancreatic cancer using a multi-fault Boolean Network. Thereafter, we theoretically evaluate the efficacy of different drug combinations by simulating this boolean network with drugs at the relevant intervention points and arrive at the most effective drug(s) to achieve cell death. The simulation results indicate that drug combinations containing Cryptotanshinone, a traditional Chinese herb derivative, result in considerably enhanced cell death. These in silico results are validated using wet lab experiments we carried out on Human Pancreatic Cancer (HPAC) cell lines.


Asunto(s)
Biología Computacional/métodos , Simulación por Computador , Neoplasias Pancreáticas , Fenantrenos/farmacología , Transducción de Señal , Algoritmos , Antineoplásicos/farmacología , Línea Celular Tumoral , Quimioterapia Combinada , Humanos , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética
13.
Artículo en Inglés | MEDLINE | ID: mdl-30222582

RESUMEN

In this work, we develop a systematic approach for applying pathway knowledge to a multivariate Gaussian mixture model for dissecting a heterogeneous cancer tissue. The downstream transcription factors are selected as observables from available partial pathway knowledge in such a way that the subpopulations produce some differential behavior in response to the drugs selected in the upstream. For each subpopulation, each unique (drug, observable) pair is considered as a unique dimension of a multivariate Gaussian distribution. Expectation-maximization (EM) algorithm with hill-climbing is then used to rank the most probable estimates of the mixture composition based on the log-likelihood value. A major contribution of this work is to examine the efficacy of the EM based approach in estimating the composition of experimental mixture sets from cell-by-cell measurements collected on a dynamic cell imaging platform. Towards this end, we apply the algorithm on hourly data collected for two different mixture compositions of A2058, HCT116, and SW480 cell lines for three scenarios: untreated, Lapatinib-treated, and Temsirolimus-treated. Additionally, we show how this methodology can provide a basis for comparing the killing rate of different drugs for a heterogeneous cancer tissue. This obviously has important implications for designing efficient drugs for treating heterogeneous malignant tumors.


Asunto(s)
Algoritmos , Antineoplásicos/farmacología , Biología Computacional/métodos , Neoplasias , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Humanos , Sistema de Señalización de MAP Quinasas , Neoplasias/clasificación , Neoplasias/metabolismo , Distribución Normal
14.
IEEE J Biomed Health Inform ; 24(8): 2430-2438, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-31825884

RESUMEN

Signaling pathways oversee highly efficient cellular mechanisms such as growth, division, and death. These processes are controlled by robust negative feedback loops that inhibit receptor-mediated growth factor pathways. Specifically, the ERK, the AKT, and the S6K feedback loops attenuate signaling via growth factor receptors and other kinase receptors to regulate cell growth. Irregularity in any of these supervised processes can lead to uncontrolled cell proliferation and possibly Cancer. These irregularities primarily occur as mutated genes, and an exhaustive search of the perfect drug combination by performing experiments can be both costly and complex. Hence, in this paper, we model the Lung Cancer pathway as a Modified Boolean Network that incorporates feedback. By simulating this network, we theoretically predict the drug combinations that achieve the desired goal for the majority of mutations. Our theoretical analysis identifies Cryptotanshinone, a traditional Chinese herb derivative, as a potent drug component in the fight against cancer. We validated these theoretical results using multiple wet lab experiments carried out on H2073 and SW900 lung cancer cell lines.


Asunto(s)
Muerte Celular/efectos de los fármacos , Retroalimentación Fisiológica/efectos de los fármacos , Redes Reguladoras de Genes/efectos de los fármacos , Neoplasias Pulmonares , Fenantrenos/farmacología , Línea Celular Tumoral , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Transducción de Señal/efectos de los fármacos
15.
IEEE Trans Biomed Eng ; 66(9): 2684-2692, 2019 09.
Artículo en Inglés | MEDLINE | ID: mdl-30676941

RESUMEN

OBJECTIVE: Breast cancer is the second leading cause of cancer death among US women; hence, identifying potential drug targets is an ever increasing need. In this paper, we integrate existing biological information with graphical models to deduce the significant nodes in the breast cancer signaling pathway. METHODS: We make use of biological information from the literature to develop a Bayesian network. Using the relevant gene expression data we estimate the parameters of this network. Then, using a message passing algorithm, we infer the network. The inferred network is used to quantitatively rank different interventions for achieving a desired phenotypic outcome. The particular phenotype considered here is the induction of apoptosis. RESULTS: Theoretical analysis pinpoints to the role of Cryptotanshinone, a compound found in traditional Chinese herbs, as a potent modulator for bringing about cell death in the treatment of cancer. CONCLUSION: Using a mathematical framework, we showed that the combination therapy of mTOR and STAT3 genes yields the best apoptosis in breast cancer. SIGNIFICANCE: The computational results we arrived at are consistent with the experimental results that we obtained using Cryptotanshinone on MCF-7 breast cancer cell lines and also by the past results of others from the literature, thereby demonstrating the effectiveness of our model.


Asunto(s)
Antineoplásicos/farmacología , Neoplasias de la Mama , Biología Computacional/métodos , Descubrimiento de Drogas/métodos , Apoptosis/efectos de los fármacos , Teorema de Bayes , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Femenino , Redes Reguladoras de Genes/efectos de los fármacos , Humanos , Células MCF-7 , Fenantrenos/farmacología
16.
Clin Lab Sci ; 20(4): 234-8, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-18069449

RESUMEN

Technological advances in the field of genomics have given rise to the development of a new area called proteomics. Proteomics involves the analysis of all proteins expressed in a genome and uses a combination of sophisticated technologies such as two-dimensional electrophoresis, mass spectrometry and bioinformatics to identify and characterize proteins. This new area offers the potential to discover new biomarkers, improve diagnosis, and improve the prognosis of disease processes. This article presents an overview of proteomics importance and related technologies.


Asunto(s)
Técnicas de Laboratorio Clínico , Proteómica , Electroforesis en Gel Bidimensional , Humanos
17.
Clin Lab Sci ; 20(4): 239-44, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-18069450

RESUMEN

Proteomics techniques are essential tools for protein detection and characterization. Besides several advances in the proteomics field, the two-dimensional electrophoresis (2-DE) technique is the most important method for protein separation. The combination of 2-DE technique, new advances in mass spectrometry and bioinformatics promises to unveil protein function and pathological mechanisms of disease.


Asunto(s)
Técnicas de Laboratorio Clínico/métodos , Proteómica , Electroforesis en Gel Bidimensional , Humanos , Focalización Isoeléctrica , Proteómica/tendencias , Espectrometría de Masa por Ionización de Electrospray , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción
18.
Clin Lab Sci ; 20(4): 245-8, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-18069451

RESUMEN

The word proteomics was coined in 1997 to describe the changes in all proteins expressed by a genome. Several sophisticated techniques including two-dimensional electrophoresis, imaging, mass spectrometry, and bioinformatics are used in proteomics to identify, quantify, and characterize proteins. Clinical proteomics is the application ofproteomics techniques to the medical field. The main aim of this methodology is to identify proteins involved in pathological processes and to understand how illness can lead to altered protein expression. Clinical proteomics offers the opportunity and the potential to develop new diagnostic and prognostic tests, to identify new therapeutic targets, and eventually to allow the design of individualized patient treatment. Here we present an overview of proteomics applications to the study of disease and its potential to improve diagnosis and prognosis.


Asunto(s)
Infecciones Bacterianas/diagnóstico , Infecciones Bacterianas/microbiología , Enfermedades Cardiovasculares/diagnóstico , Neoplasias/diagnóstico , Proteómica , Humanos , Técnicas Microbiológicas , Pronóstico
19.
Oxid Med Cell Longev ; 2017: 1976191, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28713482

RESUMEN

We explored the comparative effects of minocycline treatment and intrastriatal BMMC transplantation after experimental striatal stroke in adult rats. Male Wistar adult rats were divided as follows: saline-treated (N = 5), minocycline-treated (N = 5), and BMMC-transplanted (N = 5) animals. Animals received intrastriatal microinjections of 80 pmol of endothelin-1 (ET-1). Behavioral tests were performed at 1, 3, and 7 days postischemia. Animals were treated with minocycline (50 mg/kg, i.p.) or intrastriatal transplants of 106 BMMCs at 24 h postischemia. Animals were perfused at 7 days after ischemic induction. Coronal sections were stained with cresyl violet for gross histopathological analysis and immunolabeled for the identification of neuronal bodies (NeuN), activated microglia/macrophages (ED1), and apoptotic cells (active caspase-3). BMMC transplantation and minocycline reduced the number of ED1+ cells (p < 0.05, ANOVA-Tukey), but BMMC afforded better results. Both treatments afforded comparable levels of neuronal preservation compared to control (p > 0.05). BMMC transplantation induced a higher decrease in the number of apoptotic cells compared to control and minocycline treatment. Both therapeutic approaches improved functional recovery in ischemic animals. The results suggest that BMMC transplantation is more effective in modulating microglial activation and reducing apoptotic cell death than minocycline, although both treatments are equally efficacious on improving neuronal preservation.


Asunto(s)
Trasplante de Médula Ósea/métodos , Minociclina/uso terapéutico , Accidente Cerebrovascular/tratamiento farmacológico , Acondicionamiento Pretrasplante/métodos , Animales , Humanos , Masculino , Minociclina/farmacología , Ratas , Ratas Wistar , Accidente Cerebrovascular/mortalidad , Accidente Cerebrovascular/patología
20.
Am J Vet Res ; 67(6): 963-70, 2006 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-16740088

RESUMEN

OBJECTIVE: To map canine mitochondrial proteins and identify qualitative and quantitative differences in heart mitochondrial protein expression between healthy dogs and dogs with naturally occurring and induced dilated cardiomyopathy (DCM). SAMPLE POPULATION: Left ventricle samples were obtained from 7 healthy dogs, 7 Doberman Pinschers with naturally occurring DCM, and 7 dogs with induced DCM. PROCEDURES: Fresh and frozen mitochondrial fractions were isolated from the left ventricular free wall and analyzed by 2-dimensional electrophoresis. Protein spots that increased or decreased in density by >or= 2-fold between groups were analyzed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry or quadrupole selecting, quadrupole collision cell, time-of-flight mass spectrometry. RESULTS: Within narrow pH gradients of control canine heart mitochondrial samples, a total of 1,528 protein spots were revealed. Forty subunits of heart mitochondrial proteins that differ significantly from control tissues were altered in tissue specimens from dogs with naturally occurring and induced forms of DCM. The most affected heart mitochondrial proteins in both groups were those of oxidative phosphorylation (55%). Upregulation of manganese superoxide dismutase was suggestive of heart oxidative injury in tissue specimens from dogs with both forms of DCM. Evidence of apoptosis was associated with overexpression of the heart mitochondrial voltage-dependent anion channel-2 protein and endonuclease G in tissue specimens from dogs with induced DCM. CONCLUSIONS AND CLINICAL RELEVANCE: Alterations of heart mitochondrial proteins related to oxidative phosphorylation dysfunction were more prevalent in tissue specimens from dogs with induced or naturally occurring DCM, compared with those of control dogs.


Asunto(s)
Estimulación Cardíaca Artificial/veterinaria , Cardiomiopatía Dilatada/veterinaria , Regulación de la Expresión Génica , Mitocondrias Cardíacas/metabolismo , Proteínas Mitocondriales/metabolismo , Animales , Estimulación Cardíaca Artificial/efectos adversos , Cardiomiopatía Dilatada/metabolismo , Enfermedades de los Perros/metabolismo , Perros , Regulación hacia Abajo , Ventrículos Cardíacos/metabolismo , Masculino , Proteínas Mitocondriales/genética , Miocardio/metabolismo
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA