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2.
Nat Genet ; 53(1): 86-99, 2021 01.
Article in English | MEDLINE | ID: mdl-33414553

ABSTRACT

Patient-derived xenografts (PDXs) are resected human tumors engrafted into mice for preclinical studies and therapeutic testing. It has been proposed that the mouse host affects tumor evolution during PDX engraftment and propagation, affecting the accuracy of PDX modeling of human cancer. Here, we exhaustively analyze copy number alterations (CNAs) in 1,451 PDX and matched patient tumor (PT) samples from 509 PDX models. CNA inferences based on DNA sequencing and microarray data displayed substantially higher resolution and dynamic range than gene expression-based inferences, and they also showed strong CNA conservation from PTs through late-passage PDXs. CNA recurrence analysis of 130 colorectal and breast PT/PDX-early/PDX-late trios confirmed high-resolution CNA retention. We observed no significant enrichment of cancer-related genes in PDX-specific CNAs across models. Moreover, CNA differences between patient and PDX tumors were comparable to variations in multiregion samples within patients. Our study demonstrates the lack of systematic copy number evolution driven by the PDX mouse host.


Subject(s)
DNA Copy Number Variations/genetics , Xenograft Model Antitumor Assays , Animals , Databases, Genetic , Gene Expression Regulation, Neoplastic , Humans , Mice , Neoplasm Metastasis , Polymorphism, Single Nucleotide/genetics , Exome Sequencing
3.
Cancer Res ; 80(11): 2286-2297, 2020 06 01.
Article in English | MEDLINE | ID: mdl-32152150

ABSTRACT

Patient-derived xenografts (PDX) are tumor-in-mouse models for cancer. PDX collections, such as the NCI PDXNet, are powerful resources for preclinical therapeutic testing. However, variations in experimental and analysis procedures have limited interpretability. To determine the robustness of PDX studies, the PDXNet tested temozolomide drug response for three prevalidated PDX models (sensitive, resistant, and intermediate) across four blinded PDX Development and Trial Centers using independently selected standard operating procedures. Each PDTC was able to correctly identify the sensitive, resistant, and intermediate models, and statistical evaluations were concordant across all groups. We also developed and benchmarked optimized PDX informatics pipelines, and these yielded robust assessments across xenograft biological replicates. These studies show that PDX drug responses and sequence results are reproducible across diverse experimental protocols. In addition, we share the range of experimental procedures that maintained robustness, as well as standardized cloud-based workflows for PDX exome-sequencing and RNA-sequencing analyses and for evaluating growth. SIGNIFICANCE: The PDXNet Consortium shows that PDX drug responses and sequencing results are reproducible across diverse experimental protocols, establishing the potential for multisite preclinical studies to translate into clinical trials.


Subject(s)
Neoplasm Transplantation/standards , Precision Medicine/methods , Precision Medicine/standards , Transplantation, Heterologous/standards , Xenograft Model Antitumor Assays/standards , Animals , Humans , Mice , Neoplasm Transplantation/methods , Random Allocation , Transplantation, Heterologous/methods , Xenograft Model Antitumor Assays/methods
4.
Bioorg Med Chem Lett ; 26(1): 235-9, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26586600

ABSTRACT

A series of novel 3-substituted isocoumarins was prepared via Pd-catalysed coupling processes and screened in vitro for antifungal activity against Candida species. The study revealed antifungal potential of isocoumarins possessing the azole substituents, which, in some cases, showed biological properties equal to those of clinically used voriconazole. Selected compounds were also screened against voriconazole resistant Candida krusei 6258 and a clinical isolate Candida parapsilosis CA-27. Although the activity against these targets needs to be improved further, the results emphasise additional potential of this new class of antifungal compounds.


Subject(s)
Antifungal Agents/chemical synthesis , Antifungal Agents/pharmacology , Candida/drug effects , Isocoumarins/chemical synthesis , Isocoumarins/pharmacology , Antifungal Agents/chemistry , Candida/cytology , Cell Line , Cell Survival/drug effects , Dose-Response Relationship, Drug , Humans , Isocoumarins/chemistry , Microbial Sensitivity Tests , Molecular Structure , Structure-Activity Relationship
5.
J Mol Graph Model ; 50: 100-12, 2014 May.
Article in English | MEDLINE | ID: mdl-24769691

ABSTRACT

In order to design a small molecule which potentially may interfere with CDK9/cyclin T1 complex formation and therefore influence its physiological role, a computational study of dynamics and druggability of CDK9 binding surface was conducted. Druggability estimates and pocket opening analyses indicated binding regions of cyclin T1 residues, Phe 146 and Lys 6, as starting points for the design of small molecules with the potential to inhibit the CDK9/cyclin T1 association. A pharmacophore model was created, based on these two residues and used to select potential inhibitor structures. Binding energies of the inhibitors were estimated with MM-GBSA. A good correlation of MM-GBSA energies and FTMap druggability predictions was observed. Amongst studied compounds a derivative of 2-amino-8-hydroxyquinoline was identified as the best potential candidate to inhibit CDK9/cyclin T1 interactions.


Subject(s)
Cyclin T/metabolism , Cyclin-Dependent Kinase 9/metabolism , Enzyme Inhibitors/chemistry , Drug Design , Enzyme Inhibitors/pharmacology , Protein Binding/drug effects , Quinolines/chemistry
6.
J Mol Model ; 19(4): 1711-25, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23296566

ABSTRACT

Cyclin dependent kinase 9 (CDK9) is a protein that belongs to the cyclin-dependent kinases family, and its main role is in the regulation of the cell transcription processes. Since the increased activity of CDK9 is connected with the development of pathological processes such as tumor growth and survival and HIV-1 replication, inhibition of the CDK9 could be of particular interest for treating such diseases. The activation of CDK9 is initiated by the formation of CDK9/cyclin T1 complex, therefore disruption of its formation could be a promising strategy for the design of CDK9 inhibitors. In order to assist in the design of potential inhibitors of CDK9/cyclin T1 complex formation, a computational study of the CDK9/cyclin T1 interface was conducted. Ten peptides were designed using the information from the analysis of the complex, hot spot residues and fragment based design. The designed peptides were docked to CDK9 structures obtained by molecular dynamics simulations of CDK9/cyclin T1 complex and the CDK9 alone and their binding affinities were evaluated using molecular mechanics Poisson Boltzman surface area (MM-PBSA) method and steered molecular dynamics (SMD). Designed peptide sequences LQTLGF and ESIILQ, both derived from the surface of cyclin T1, as well as the peptide sequence PRWPE, derived from fragment based design, showed the most favorable binding properties and were selected for our further studies.


Subject(s)
Cyclin T/chemistry , Cyclin-Dependent Kinase 9/chemistry , Molecular Docking Simulation , Oligopeptides/chemistry , Protein Kinase Inhibitors/chemistry , Binding Sites , Cyclin T/antagonists & inhibitors , Cyclin-Dependent Kinase 9/antagonists & inhibitors , Drug Design , Humans , Kinetics , Protein Binding , Protein Interaction Domains and Motifs , Thermodynamics
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