A Promising Computational Personalised Medicine Approach Enabled Identification of Highly Active and Selective Compounds for Childhood Sarcoma Cell Lines

2021 ◽  
Author(s):  
Yasaman KalantarMotamedi ◽  
Roxane Khoogar ◽  
Doris A. Phelps ◽  
Peter J. Houghton ◽  
Andreas Bender
2015 ◽  
Vol 238 (1) ◽  
pp. 63-73 ◽  
Author(s):  
Farzad Jamshidi ◽  
Ali Bashashati ◽  
Karey Shumansky ◽  
Brendan Dickson ◽  
Nalan Gokgoz ◽  
...  

2017 ◽  
Author(s):  
◽  
Obiaara Ukah

[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT AUTHOR'S REQUEST.] The Human Immunodeficiency Virus Type-1 (HIV-1) is the etiological agent of Acquired Immunodeficiency Syndrome, a disease that causes the host to succumb to secondary infections. There is currently no cure for HIV-1 infection, but Highly Active Anti-Retroviral Therapy (HAART) can bring the viral load in patients down to undetectable levels in the blood (less than 50 copies/mL). Furthermore, when the minimal limit of detection has been reached and the patient stops HAART, the viral load in the blood increases at an exponential rate due to the reactivation of latent HIV-1 infected cells that evaded HAART. Ongoing efforts focus on the eradication of HIV-1 by the development of potent latency reversing agents (LRAs) that can successfully reactivate latently infected cells, and of antivirals that can effectively inhibit re-establishment of infection post reactivation. This dissertation focuses on the evaluations of 2 classes of HIV-1 drugs, Non-Nucleoside Reverse Transcriptase Inhibitors (NNRTIs), and LRAs, to better understand the mechanisms by which each drug class inhibits and reactivates HIV-1 replication respectively, to aid in the effort towards the development of antivirals that will lead to HIV-1 eradication. Chapter II describes the inhibitory mechanisms of NNRTIs using biochemical methods, which may further explain the differences in potency among drugs of this class. In addition, we explain how changes in the position of HIV-1 RT in the DNA substrate sequence, and the nucleotide terminating the primer 3'-end have a significant effect on the polymerase properties of the enzyme. We demonstrate that there are NNRTI- and site-dependent differences in the potency of NNRTIs, which is demonstrated by the repositioning, or lack there of, of the primer 3'-end of DNA/DNA substrates from the polymerase active site. This is further supported by the efficiency of dNTP or NRTI incorporation in the presence of NNRTI with multiple DNA/DNA substrates, which are representative of different sites in the template sequence. We also show that there are site-dependent differences in the polymerase properties of RT, which is demonstrated by rate of dNTP incorporation and incorporation efficiency at different sites in the template sequence. Chapter III describes the various effects of different types of LRAs, such as histone deacetylase inhibitors and histone methyltransferase inhibitors, on the dynamics of HIV-1 latency reversal in latent cell lines. Here, we demonstrate the use of branched DNA in situ hybridization in combination with immunocytochemistry to study the kinetics and dynamics of latency reversal in various latent cell lines. This technique is augmented with the use of automated screening using microscopy and flow cytometry to quickly detect different populations of latent and reactivated proviruses in thousands of cells in a short amount of time. Understanding the mechanisms by which a drug affects a biological process is important for establishing drug efficacy. Such information can influence what modifications are added to, or removed from drugs, which can cause a change in drug potency. This dissertation outlines assays used to evaluate the mechanisms of various drugs, and the influence of these drugs on the dynamics of HIV-1 replication. It is our hope that the work presented here will help progress efforts to eradicate HIV-1 infection.


2021 ◽  
Vol 12 ◽  
Author(s):  
Darina Ocadlikova ◽  
Mariangela Lecciso ◽  
Javier Martin Broto ◽  
Katia Scotlandi ◽  
Michele Cavo ◽  
...  

BackgroundHigh-grade sarcomas are a heterogeneous group of aggressive tumors arising in bone and soft tissues. After relapse, treatment options are limited. The multi-targeted receptor tyrosine kinase inhibitors (TKIs) sunitinib and inhibitor of PD-1 (anti-PD-1) nivolumab have shown antitumor activity in selected subtypes. In this study, we examine the role of TKIs and PD-1 based therapy in in vitro cocultures of sarcoma.MethodsThe human osteosarcoma (SaOS-2) and synovial sarcoma (SYO-1) cell lines were treated with sunitinib. After cell death and proliferation assessment, expression of PD-L1 was analyzed by flow cytometry. Sunitinib-treated sarcoma cells were cocultured with dendritic cells (DCs), and the phenotype of mature DCs was determined by flow cytometry. Mature DCs were cultured with autologous T cells. PD-1 expression on T cells, their proliferation, T regulatory cell (Tregs) induction and IFN-γ production, before and after nivolumab exposure, were analyzed.ResultsAlong with its anti-proliferative and direct pro-apoptotic effect on sarcoma cell lines, sunitinib prompted PD-L1 upregulation on sarcoma cells. Interestingly, sunitinib-treated sarcoma cells drive DCs to full maturation and increase their capacity to induce sarcoma-reactive T cells to produce IFN-γ. Conversely, no effect on T cell proliferation and T cell subpopulation composition was observed. Moreover, both bone and synovial sarcoma cell lines induced Tregs through DCs but sunitinib treatment completely abrogated Treg induction. Finally, sarcoma cell lines induced PD-1 upregulation on both effector T cells and Tregs when loaded into DCs, providing a rationale for using PD-1 blockade. Indeed, PD-1 blockade by nivolumab synergized with sunitinib in inducing IFN-γ-producing effector T cells.ConclusionsTaken together, our in vitro data indicate that the treatment of sarcoma cells with sunitinib can exert significant changes on immune cell subsets toward immune activation, leading to DC-based cross-priming of IFN-γ-producing effector T cells and reduced Treg induction. PD-1 blockade with nivolumab has a synergistic effect with sunitinib, supporting the use of TKI and anti-PD-1 approach in sarcomas, and perhaps in other cancers. DC-targeted drugs, including toll-like receptor 3 inhibitors and CD47 inhibitors, are under development and our preclinical model might help to better design their clinical application.


Sarcoma ◽  
2020 ◽  
Vol 2020 ◽  
pp. 1-9 ◽  
Author(s):  
Lucy E. Dawson ◽  
Luca D’Agostino ◽  
Abraham A. Hakim ◽  
Richard D. Lackman ◽  
Spencer A. Brown ◽  
...  

Rhabdomyosarcoma (RMS) and rhabdoid tumors (RT) are rare soft-tissue malignancies with the highest incidence in infants, children, and adolescents. Advanced, recurrent, and/or metastatic RMS and RT exhibit poor response to treatment. One of the main mechanisms behind resistance to treatment is believed to be intratumoral heterogeneity. In this study, we investigated the myogenic determination factor 1 (MYOD1) and Noggin (NOG) markers in an embryonal RMS (ERMS) cell line and an RT cell line and the differential response of the MYOD1 and NOG expressing subpopulations to chemotherapy. Importantly, we found that these markers together identify a subpopulation of cells (MYOD1+ NOG+ cells) with primary resistance to Vincristine and Doxorubicin, two commonly used chemotherapies for ERMS and RT. The chemoresistant MYOD1+ NOG+ cells express markers of undifferentiated cells such as myogenin and ID1. Combination of Vincristine with TPA/GSK126, a drug combination shown to induce differentiation of RMS cell lines, is able to partially overcome MYOD1/NOG cells chemoresistance.


2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Kye Hwa Lee ◽  
Jinmin Goh ◽  
Yi-Jun Kim ◽  
Kwangsoo Kim

AbstractMolecular-targeted approaches are important for personalised cancer treatment, which requires knowledge regarding drug target specificity. Here, we used the synthetic lethality concept to identify candidate gene pairs with synergistic effects on drug responses. A synergistic chemo-sensitivity response was identified if a drug had a significantly lower half-maximal inhibitory concentration (IC50) in cell lines with a pair of mutated genes compared with those in other cell lines (wild-type or one mutated gene). Among significantly damaging mutations in the Genomics of Drug Sensitivity in Cancer database, we found 580 candidate synergistic chemo-sensitivity interaction sets for 456 genes and 54 commercial drugs. Clustering analyses according to drug/gene and drug/tissue interactions showed that BRAF/MAPK inhibitors clustered together; 11 partner genes for BRAF were identified. The combined effects of these partners on IC50 values were significant for both drug-specific and drug-combined comparisons. Survival analysis using The Cancer Genome Atlas data showed that patients who had mutated gene pairs in synergistic interaction sets had longer overall survival compared with that in patients with other mutation profiles. Overall, this analysis demonstrated that synergistic drug-responsive gene pairs could be successfully used as predictive markers of drug sensitivity and patient survival, offering new targets for personalised medicine.


1999 ◽  
Vol 52 (4) ◽  
pp. 178-185 ◽  
Author(s):  
Martin W. Elmlinger ◽  
Uta Rauschnabel ◽  
Ewa Koscielniak ◽  
Karin Weber ◽  
Michael B. Ranke

2011 ◽  
Vol 6 (1) ◽  
Author(s):  
Susanne Oertel ◽  
Markus Thiemann ◽  
Karsten Richter ◽  
Klaus-J Weber ◽  
Peter E Huber ◽  
...  

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