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1.
Biomed Pharmacother ; 150: 112993, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35462337

ABSTRACT

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.


Subject(s)
Bone Neoplasms , Osteosarcoma , Adolescent , Apoptosis , Bone Neoplasms/pathology , Cell Line , Cell Line, Tumor , Cell Proliferation , Humans , Osteosarcoma/pathology , Phenanthrenes , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Young Adult
2.
IEEE/ACM Trans Comput Biol Bioinform ; 19(3): 1683-1693, 2022.
Article in English | MEDLINE | ID: mdl-33180729

ABSTRACT

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.


Subject(s)
Bone Neoplasms , Osteosarcoma , Animals , Apoptosis , Bone Neoplasms/drug therapy , Bone Neoplasms/metabolism , Bone Neoplasms/pathology , Cell Line, Tumor , Computer Simulation , Dogs , Osteosarcoma/drug therapy , Osteosarcoma/metabolism , Osteosarcoma/pathology , Phenanthrenes
3.
Vet Surg ; 47(8): 1039-1045, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30242852

ABSTRACT

OBJECTIVE: To determine the influence of administering allogeneic blood products (ABP) on the progression of hemangiosarcoma in dogs. STUDY DESIGN: Multi-institutional, retrospective study. SAMPLE POPULATION: One hundred four dogs with hemangiosarcoma that survived until postoperative discharge from the hospital. METHODS: Medical records of dogs that had been operated on for hemoangiosarcoma were reviewed for signalment, presence of a hemoabdomen, presence of metastatic disease, and whether the dog had received chemotherapy or Yunnan Baiyao. Data that were collected were compared between dogs that received perioperative ABP and those that did not. Disease-free interval was compared between groups. The Kaplan-Meier method was used to obtain univariate descriptive statistics for time to clinical decline. A multivariable Cox regression model was used to analyze association or effect of potential predictor variables. RESULTS: The median disease-free interval (DFI) was shorter in the 67 dogs that received a blood transfusion (76 days; range, 1-836) than in the 37 dogs that did not receive a blood transfusion (120 days; range, 38-916). According to the multivariable Cox regression model, administration of blood products (P = .04) and the presence of gross metastatic disease at the time of surgery (P < .01) shortened the DFI, whereas administration of Yunnan Baiyao (P = .01) prolonged the DFI. CONCLUSION: Allogeneic blood product administration was associated with a shorter disease-free interval in this population. However, we could not demonstrate the association between blood products and shorter DFI because of confounding factors. CLINICAL SIGNIFICANCE: Dogs that receive ABP at the time of surgical therapy for hemangiosarcoma may have accelerated disease progression compared with dogs that do not receive ABP.


Subject(s)
Blood Transfusion/veterinary , Dog Diseases/surgery , Hemangiosarcoma/veterinary , Hemoperitoneum/veterinary , Splenic Neoplasms/veterinary , Animals , China , Dog Diseases/mortality , Dogs , Female , Hemangiosarcoma/surgery , Hemoperitoneum/surgery , Male , Postoperative Complications/mortality , Retrospective Studies , Splenic Neoplasms/surgery , Survival Analysis
4.
Cancer Inform ; 14(Suppl 5): 33-43, 2015.
Article in English | MEDLINE | ID: mdl-26997864

ABSTRACT

The landscape of translational research has been shifting toward drug combination therapies. Pairing of drugs allows for more types of drug interaction with cells. In order to accurately and comprehensively assess combinational drug efficacy, analytical methods capable of recognizing these alternative reactions will be required to prioritize those drug candidates having better chances of delivering appreciable therapeutic benefits. Traditional efficacy measures are primarily based on the "extent" of drug inhibition, which is the percentage of cells being killed after drug exposure. Here, we introduce a second dimension of evaluation criterion, speed of killing, based on a live cell imaging assay. This dynamic response trajectory approach takes advantage of both "extent" and "speed" information and uncovers synergisms that would otherwise be missed, while also generating hypotheses regarding important mechanistic modes of drug action.

5.
J Immunother ; 37(8): 407-15, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25198528

ABSTRACT

Adoptive transfer of T cells expressing chimeric antigen receptors (CARs) has shown promising antitumor activity in early phase clinical studies, especially for hematological malignancies. However, most preclinical models do not reliably mimic human disease. We reasoned that developing an adoptive T-cell therapy approach for spontaneous osteosarcoma (OS) occurring in dogs would more closely reproduce the condition in human cancer. To generate CAR-expressing canine T cells, we developed expansion and transduction protocols that allow for the generation of sufficient numbers of CAR-expressing canine T cells for future clinical studies in dogs within 2 weeks of ex vivo culture. To evaluate the functionality of CAR-expressing canine T cells, we targeted HER2(+) OS. We demonstrate that canine OS is positive for HER2, and that canine T cells expressing a HER2-specific CAR with human-derived transmembrane and CD28.ζ signaling domains recognize and kill HER2(+) canine OS cell lines in an antigen-dependent manner. To reduce the potential immunogenicity of the CAR, we evaluated a CAR with canine-derived transmembrane and signaling domains, and found no functional difference between human and canine CARs. Hence, we have successfully developed a strategy to generate CAR-expressing canine T cells for future preclinical studies in dogs. Testing T-cell therapies in an immunocompetent, outbred animal model may improve our ability to predict their safety and efficacy before conducting studies in humans.


Subject(s)
Immunotherapy, Adoptive/methods , Osteosarcoma/therapy , Receptor, ErbB-2/immunology , Receptors, Antigen, T-Cell/metabolism , T-Lymphocytes/immunology , Animals , CD28 Antigens/genetics , CD28 Antigens/metabolism , Cytotoxicity, Immunologic , Disease Models, Animal , Dogs , Humans , K562 Cells , Lymphocyte Activation , Receptors, Antigen, T-Cell/genetics , T-Cell Antigen Receptor Specificity , T-Lymphocytes/transplantation , Transgenes/genetics
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