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1.
Cancers (Basel) ; 15(1)2022 Dec 21.
Article in English | MEDLINE | ID: mdl-36612025

ABSTRACT

BOLD-100 (sodium trans-[tetrachlorobis(1H indazole)ruthenate(III)]) is a ruthenium-based anticancer compound currently in clinical development. The identification of cancer types that show increased sensitivity towards BOLD-100 can lead to improved developmental strategies. Sensitivity profiling can also identify mechanisms of action that are pertinent for the bioactivity of complex therapeutics. Sensitivity to BOLD-100 was measured in a 319-cancer-cell line panel spanning 24 tissues. BOLD-100's sensitivity profile showed variation across the tissue lineages, including increased response in esophageal, bladder, and hematologic cancers. Multiple cancers, including esophageal, bile duct and colon cancer, had higher relative response to BOLD-100 than to cisplatin. Response to BOLD-100 showed only moderate correlation to anticancer compounds in the Genomics of Drug Sensitivity in Cancer (GDSC) database, as well as no clear theme in bioactivity of correlated hits, suggesting that BOLD-100 may have a differentiated therapeutic profile. The genomic modalities of cancer cell lines were modeled against the BOLD-100 sensitivity profile, which revealed that genes related to ribosomal processes were associated with sensitivity to BOLD-100. Machine learning modeling of the sensitivity profile to BOLD-100 and gene expression data provided moderative predictive value. These findings provide further mechanistic understanding around BOLD-100 and support its development for additional cancer types.

2.
Phys Chem Chem Phys ; 18(31): 21618-28, 2016 Aug 21.
Article in English | MEDLINE | ID: mdl-27426617

ABSTRACT

Recognition of multiple functional DNA sequences by a DNA-binding protein occurs widely in nature. The physico-chemical basis of this phenomenon is not well-understood. The E. coli gal repressor, a gene regulatory protein, binds two homologous but non-identical sixteen basepair sequences in the gal operon and interacts by protein-protein interaction to regulate gene expression. The two sites have nearly equal affinities for the Gal repressor. Spectroscopic studies of the Gal repressor bound to these two different DNA sequences detected significant conformational differences between them. Comprehensive single base-substitution and binding measurements were carried out on the two sequences to understand the nature of the two protein-DNA interfaces. Magnitudes of basepair-protein interaction energy show significant variation between homologous positions of the two DNA sequences. Magnitudes of variation are such that when summed over the whole sequence they largely cancel each other out, thus producing nearly equal net affinity. Modeling suggests significant alterations in the protein-DNA interface in the two complexes, which are consistent with conformational adaptation of the protein to different DNA sequences. The functional role of the two sequences was studied by substitution of one site by the other and vice versa. In both cases, substitution reduces repression in vivo. This suggests that naturally occurring DNA sequence variations play functional roles beyond merely acting as high-affinity anchoring points. We propose that two different pre-existing conformations in the conformational ensemble of the free protein are selected by two different DNA sequences for efficient sequence read-out and the conformational difference of the bound proteins leads to different functional roles.


Subject(s)
DNA, Bacterial , DNA-Binding Proteins , Binding Sites , Escherichia coli , Escherichia coli Proteins , Nucleic Acid Conformation
3.
Breast Cancer Res ; 17: 26, 2015 Feb 25.
Article in English | MEDLINE | ID: mdl-25848915

ABSTRACT

INTRODUCTION: The emergence of hormone therapy resistance, despite continued expression of the estrogen receptor (ER), is a major challenge to curing breast cancer. Recent clinical studies suggest that epigenetic modulation by histone deacetylase (HDAC) inhibitors reverses hormone therapy resistance. However, little is known about epigenetic modulation of the ER during acquired hormone resistance. Our recent phase II study demonstrated that HDAC inhibitors re-sensitize hormone therapy-resistant tumors to the anti-estrogen tamoxifen. In this study, we sought to understand the mechanism behind the efficacy of this combination. METHODS: We generated cell lines resistant to tamoxifen, named TAMRM and TAMRT, by continuous exposure of ER-positive MCF7 and T47D cells, respectively to 4-hydroxy tamoxifen for over 12 months. HDAC inhibition, along with pharmacological and genetic manipulation of key survival pathways, including ER and Bcl-2, were used to characterize these resistant models. RESULTS: The TAMRM cells displayed decreased sensitivity to tamoxifen, fulvestrant and estrogen deprivation. Consistent with previous models, ER expression was retained and the gene harbored no mutations. Compared to parental MCF7 cells, ER expression in TAMRM was elevated, while progesterone receptor (PGR) was lost. Sensitivity of ER to ligands was greatly reduced and classic ER response genes were suppressed. This model conveyed tamoxifen resistance through transcriptional upregulation of Bcl-2 and c-Myc, and downregulation of the cell cycle checkpoint protein p21, manifesting in accelerated growth and reduced cell death. Similar to TAMRM cells, the TAMRT cell line exhibited substantially decreased tamoxifen sensitivity, increased ER and Bcl-2 expression and significantly reduced PGR expression. Treatment with HDAC inhibitors reversed the altered transcriptional events and reestablished the sensitivity of the ER to tamoxifen resulting in substantial Bcl-2 downregulation, growth arrest and apoptosis. Selective inhibition of Bcl-2 mirrored these effects in presence of an HDAC inhibitor. CONCLUSIONS: Our model implicates elevated ER and Bcl-2 as key drivers of anti-estrogen resistance, which can be reversed by epigenetic modulation through HDAC inhibition.


Subject(s)
Apoptosis/drug effects , Apoptosis/genetics , Breast Neoplasms/genetics , Drug Resistance, Neoplasm/genetics , Gene Expression , Histone Deacetylase Inhibitors/pharmacology , Proto-Oncogene Proteins c-bcl-2/genetics , Tamoxifen/analogs & derivatives , Animals , Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Cell Survival/genetics , Disease Models, Animal , Estradiol/analogs & derivatives , Estradiol/pharmacology , Female , Fulvestrant , Gene Expression Profiling , Histone Deacetylases/metabolism , Humans , Ligands , Protein Binding , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , Receptors, Estrogen/metabolism , Tamoxifen/pharmacology , Transcription, Genetic , Transcriptome , Xenograft Model Antitumor Assays
4.
Mol Cancer Ther ; 12(10): 2078-87, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23939379

ABSTRACT

Ataxia-telangiectasia mutated (ATM) is a major regulator of the DNA damage response. ATM promotes the activation of BRCA1, CHK2, and p53 leading to the induction of response genes such as CDKN1A (p21), GADD45A, and RRM2B that promote cell-cycle arrest and DNA repair. The upregulation of these response genes may contribute to resistance of cancer cells to genotoxic therapies. Here, we show that histone deacetylases (HDAC) play a major role in mitigating the response of the ATM pathway to DNA damage. HDAC inhibition decreased ATM activation and expression, and attenuated the activation of p53 in vitro and in vivo. Select depletion of HDAC1 and HDAC2 was sufficient to modulate ATM activation, reduce GADD45A and RRM2B induction, and increase sensitivity to DNA strand breaks. The regulation of ATM by HDAC enzymes therefore suggests a vital role for HDAC1 and HDAC2 in the DNA damage response, and the potential use of the ATM pathway as a pharmacodynamic marker for combination therapies involving HDAC inhibitors.


Subject(s)
Ataxia Telangiectasia Mutated Proteins/genetics , DNA Damage/genetics , Histone Deacetylase 1/genetics , Histone Deacetylase 2/genetics , Ataxia Telangiectasia Mutated Proteins/biosynthesis , BRCA1 Protein/biosynthesis , Checkpoint Kinase 2/biosynthesis , Gene Expression Regulation, Neoplastic , Histone Deacetylase 1/antagonists & inhibitors , Histone Deacetylase 2/antagonists & inhibitors , Humans , Neoplasms/genetics , Neoplasms/pathology , Signal Transduction , Tumor Suppressor Protein p53/biosynthesis
5.
PLoS One ; 8(7): e68973, 2013.
Article in English | MEDLINE | ID: mdl-23874830

ABSTRACT

Hormonal therapy resistance remains a considerable barrier in the treatment of breast cancer. Activation of the Akt-PI3K-mTOR pathway plays an important role in hormonal therapy resistance. Our recent preclinical and clinical studies showed that the addition of a histone deacetylase inhibitor re-sensitized hormonal therapy resistant breast cancer to tamoxifen. As histone deacetylases are key regulators of Akt, we evaluated the effect of combined treatment with the histone deacetylase inhibitor PCI-24781 and tamoxifen on Akt in breast cancer cells. We demonstrate that while both histone deacetylase and estrogen receptor inhibition down regulate AKT mRNA and protein, their concerted effort results in down regulation of AKT activity with induction of cell death. Histone deacetylase inhibition exerts its effect on AKT mRNA through an estrogen receptor-dependent mechanism, primarily down regulating the most abundant isoform AKT1. Although siRNA depletion of AKT modestly induces cell death, when combined with an anti-estrogen, cytotoxicity is significantly enhanced. Thus, histone deacetylase regulation of AKT mRNA is a key mediator of this therapeutic combination and may represent a novel biomarker for predicting response to this regimen.


Subject(s)
Breast Neoplasms/metabolism , Histone Deacetylase Inhibitors/pharmacology , Histone Deacetylases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Estrogen/metabolism , Selective Estrogen Receptor Modulators/pharmacology , Apoptosis/drug effects , Benzofurans/pharmacology , Breast Neoplasms/genetics , Cell Line, Tumor , Endoplasmic Reticulum/metabolism , Enzyme Activation/drug effects , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Hydroxamic Acids/pharmacology , Mitochondria/drug effects , Mitochondria/metabolism , Proto-Oncogene Proteins c-akt/genetics , RNA, Messenger/genetics , Receptors, Estrogen/antagonists & inhibitors , Tamoxifen/pharmacology
6.
Epigenomics ; 3(4): 451-70, 2011 Aug.
Article in English | MEDLINE | ID: mdl-22126205

ABSTRACT

For more than four decades, modulation of estrogen receptor activity with antiestrogens has been a successful strategy for the treatment of breast cancer. However, therapeutic resistance limits this approach. Patients whose tumors lack estrogen receptors are not candidates for antiestrogens. Furthermore, roughly half that do express estrogen receptors fail to respond. Together, these tumors are considered to be de novo resistant. For those with tumors that do respond, most will eventually acquire resistance. As such, the underlying mechanisms of both de novo and acquired resistance have been the subject of considerable research, so that new therapeutic targets might be discovered and developed. From this work, epigenetic regulation of gene expression has emerged as a major contributor to both forms of resistance. In this article, we present our current understanding of the mechanisms that contribute to antiestrogen resistance, focusing on epigenetic regulation, and examine the approaches being used that target epigenetic machinery to overcome resistance both in the laboratory and in the clinic.


Subject(s)
Breast Neoplasms/drug therapy , Drug Resistance, Neoplasm/physiology , Epigenesis, Genetic/physiology , Estrogen Receptor Modulators/therapeutic use , Gene Expression Regulation, Neoplastic/physiology , Models, Biological , Receptors, Estrogen/metabolism , Signal Transduction/physiology , Endoplasmic Reticulum/metabolism , Female , Humans , Tamoxifen
7.
Biophys J ; 101(5): 1123-9, 2011 Sep 07.
Article in English | MEDLINE | ID: mdl-21889449

ABSTRACT

Many prokaryotic transcription factors home in on one or a few target sites in the presence of a huge number of nonspecific sites. Our analysis of λ-repressor in the Escherichia coli genome based on single basepair substitution experiments shows the presence of hundreds of sites having binding energy within 3 Kcal/mole of the O(R)1 binding energy, and thousands of sites with binding energy above the nonspecific binding energy. The effect of such sites on DNA-based processes has not been fully explored. The presence of such sites dramatically lowers the occupation probability of the specific site far more than if the genome were composed of nonspecific sites only. Our Brownian dynamics studies show that the presence of quasi-specific sites results in very significant kinetic effects as well. In contrast to λ-repressor, the E. coli genome has orders of magnitude lower quasi-specific sites for GalR, an integral transcription factor, thus causing little competition for the specific site. We propose that GalR and perhaps repressors of the same family have evolved binding modes that lead to much smaller numbers of quasi-specific sites to remove the untoward effects of genomic DNA.


Subject(s)
DNA-Binding Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Genome, Bacterial/genetics , Models, Biological , Binding Sites , Escherichia coli Proteins/metabolism , Kinetics , Repressor Proteins/metabolism , Thermodynamics , Viral Regulatory and Accessory Proteins/metabolism
8.
Biochemistry ; 49(45): 9809-19, 2010 Nov 16.
Article in English | MEDLINE | ID: mdl-20923236

ABSTRACT

Conformational switching upon core RNA polymerase binding is an integral part of functioning of bacterial sigma factors. Here, we have studied dynamical features of two alternative sigma factors. A study of fluorescence resonance energy transfer and hydrodynamic measurements in Escherichia coli σ(32) suggest a compact shape like those found in complex with anti-sigma factors. On the other hand, the fluorescence anisotropy of probes attached to different regions of the protein and previous hydrogen exchange measurements suggest significant internal flexibility, particularly in the C-terminal half and region 1. In a homologous sigma factor, σ(F) of Mycobacterium tuberculosis, emission spectra and fluorescence resonance energy transfer between the single tryptophan (W112) and probes placed in different regions suggest a compact conformation for a major part of the N-terminal half encompassing region 2 and the flexible C-terminal half. Fluorescence anisotropy measurements suggest significant flexibility in the C-terminal half and region 1, as well. Thus, free alternative sigma factors may be in equilibrium between two conformations: a compact one in which the promoter interacting motifs are trapped in the wrong conformation and another less abundant one with a more open and flexible conformation. Such flexibility may be important for promoter recognition and interaction with many partner proteins.


Subject(s)
Sigma Factor/chemistry , Sigma Factor/metabolism , Ampicillin/chemistry , Carbenicillin/chemistry , Cloning, Molecular , DNA-Directed RNA Polymerases/chemistry , DNA-Directed RNA Polymerases/genetics , DNA-Directed RNA Polymerases/metabolism , Dithionitrobenzoic Acid/chemistry , Dithiothreitol/chemistry , Edetic Acid/chemistry , Fluorescence Polarization , Kanamycin/chemistry , Kinetics , Mutagenesis, Site-Directed , Naphthalenesulfonates/chemistry , Phenylmethylsulfonyl Fluoride , Protein Binding , Protein Conformation , Restriction Mapping , Sigma Factor/genetics
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