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Janssens DH, Wu SJ, Sarthy JF, Meers MP, Myers CH, Olson JM, Ahmad K, Henikoff S. Automated in situ chromatin profiling efficiently resolves cell types and gene regulatory programs. Epigenetics Chromatin 2018; 11:74. [PMID: 30577869 PMCID: PMC6302505 DOI: 10.1186/s13072-018-0243-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 12/03/2018] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Our understanding of eukaryotic gene regulation is limited by the complexity of protein-DNA interactions that comprise the chromatin landscape and by inefficient methods for characterizing these interactions. We recently introduced CUT&RUN, an antibody-targeted nuclease cleavage method that profiles DNA-binding proteins, histones and chromatin-modifying proteins in situ with exceptional sensitivity and resolution. RESULTS Here, we describe an automated CUT&RUN platform and apply it to characterize the chromatin landscapes of human cells. We find that automated CUT&RUN profiles of histone modifications crisply demarcate active and repressed chromatin regions, and we develop a continuous metric to identify cell-type-specific promoter and enhancer activities. We test the ability of automated CUT&RUN to profile frozen tumor samples and find that our method readily distinguishes two pediatric glioma xenografts by their subtype-specific gene expression programs. CONCLUSIONS The easy, cost-effective workflow makes automated CUT&RUN an attractive tool for high-throughput characterization of cell types and patient samples.
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Affiliation(s)
- Derek H Janssens
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
| | - Steven J Wu
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
- Molecular Engineering and Sciences Institute, University of Washington, Seattle, WA, 98195, USA
| | - Jay F Sarthy
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
- Cancer and Blood Disorder Center, Seattle Children's Hospital, 4800 Sand Point Way, Seattle, WA, 98105, USA
| | - Michael P Meers
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
| | - Carrie H Myers
- Clinical Research Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
| | - James M Olson
- Cancer and Blood Disorder Center, Seattle Children's Hospital, 4800 Sand Point Way, Seattle, WA, 98105, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
| | - Kami Ahmad
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA
| | - Steven Henikoff
- Basic Sciences Division, Fred Hutchinson Cancer Research Center, 1100 N. Fairview Ave, Seattle, WA, 98109, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
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Mahalingam SM, Kularatne SA, Myers CH, Gagare P, Norshi M, Liu X, Singhal S, Low PS. Evaluation of Novel Tumor-Targeted Near-Infrared Probe for Fluorescence-Guided Surgery of Cancer. J Med Chem 2018; 61:9637-9646. [PMID: 30296376 DOI: 10.1021/acs.jmedchem.8b01115] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
| | - Sumith A. Kularatne
- On Target Laboratories, 1281 Win Hentschel Blvd, West Lafayette, Indiana 47906, United States
| | - Carrie H. Myers
- On Target Laboratories, 1281 Win Hentschel Blvd, West Lafayette, Indiana 47906, United States
| | - Pravin Gagare
- On Target Laboratories, 1281 Win Hentschel Blvd, West Lafayette, Indiana 47906, United States
| | - Mohammad Norshi
- On Target Laboratories, 1281 Win Hentschel Blvd, West Lafayette, Indiana 47906, United States
| | - Xin Liu
- Purdue University Institute for Drug Discovery, 720 Clinic Drive, West Lafayette, Indiana 47907, United States
| | - Sunil Singhal
- Division of Thoracic Surgery, Department of Surgery, University of Pennsylvania, 3400 Spruce Street, 6 White Building, Philadelphia, Pennsylvania 19104, United States
| | - Philip S. Low
- Purdue University Institute for Drug Discovery, 720 Clinic Drive, West Lafayette, Indiana 47907, United States
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Kularatne SA, Thomas M, Myers CH, Gagare P, Kanduluru AK, Crian CJ, Cichocki BN. Evaluation of Novel Prostate-Specific Membrane Antigen-Targeted Near-Infrared Imaging Agent for Fluorescence-Guided Surgery of Prostate Cancer. Clin Cancer Res 2018; 25:177-187. [PMID: 30201762 DOI: 10.1158/1078-0432.ccr-18-0803] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 07/13/2018] [Accepted: 09/05/2018] [Indexed: 11/16/2022]
Abstract
PURPOSE The ability to locate and remove all malignant lesions during radical prostatectomy leads not only to prevent biochemical recurrence (BCR) and possible side effects but also to improve the life expectancy of patients with prostate cancer. Fluorescence-guided surgery (FGS) has emerged as a technique that uses fluorescence to highlight cancerous cells and guide surgeons to resect tumors in real time. Thus, development of tumor-specific near-infrared (NIR) agents that target biomarkers solely expressed on prostate cancer cells will enable to assess negative tumor margins and affected lymph nodes. EXPERIMENTAL DESIGN Because PSMA is overexpressed in prostate cancer cells in >90% of the prostate cancer patient population, a prostate-specific membrane antigen (PSMA)-targeted NIR agent (OTL78) was designed and synthesized. Optical properties, in vitro and in vivo specificity, tumor-to-background ratio (TBR), accomplishment of negative surgical tumor margins using FGS, pharmacokinetics (PKs) properties, and preclinical toxicology of OTL78 were then evaluated in requisite models. RESULTS OTL78 binds to PSMA-expressing cells with high affinity, concentrates selectively to PSMA-positive cancer tissues, and clears rapidly from healthy tissues with a half-time of 17 minutes. It also exhibits an excellent TBR (5:1) as well as safety profile in animals. CONCLUSIONS OTL78 is an excellent tumor-specific NIR agent for use in fluorescence-guided radical prostatectomy and FGS of other cancers.
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Affiliation(s)
| | - Mini Thomas
- On Target Laboratories, West Lafayette, Indiana
| | | | | | | | - Christa J Crian
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, Indiana
| | - Brandy N Cichocki
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, Indiana
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Morris SM, Mhyre AJ, Carmack SS, Myers CH, Burns C, Ye W, Ferrer M, Olson JM, Klinghoffer RA. A modified gene trap approach for improved high-throughput cancer drug discovery. Oncogene 2018; 37:4226-4238. [PMID: 29717260 PMCID: PMC6076322 DOI: 10.1038/s41388-018-0274-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Revised: 03/01/2018] [Accepted: 03/23/2018] [Indexed: 01/22/2023]
Abstract
While advances in laboratory automation has dramatically increased throughout of compound screening efforts, development of robust cell-based assays in relevant disease models remain resource-intensive and time-consuming, presenting a bottleneck to drug discovery campaigns. To address this issue, we present a modified gene trap approach to efficiently generate pathway-specific reporters that result in a robust "on" signal when the pathway of interest is inhibited. In this proof-of-concept study, we used vemurafenib and trametinib to identify traps that specifically detect inhibition of the mitogen-activated protein kinase (MAPK) pathway in a model of BRAFV600E driven human malignant melanoma. We demonstrate that insertion of our trap into particular loci results in remarkably specific detection of MAPK pathway inhibitors over compounds targeting any other pathway or cellular function. The accuracy of our approach was highlighted in a pilot screen of ~6000 compounds where 40 actives were detected, including 18 MEK, 10 RAF, and 3 ERK inhibitors along with a few compounds representing previously under-characterized inhibitors of the MAPK pathway. One such compound, bafetinib, a second generation BCR/ABL inhibitor, reduced phosphorylation of ERK and when combined with trametinib, both in vitro and in vivo, reduced growth of vemurafenib resistant melanoma cells. While piloted in a model of BRAF-driven melanoma, our results set the stage for using this approach to rapidly generate reporters against any transcriptionally active pathway across a wide variety of disease-relevant cell-based models to expedite drug discovery efforts.
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Affiliation(s)
- Shelli M Morris
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Andrew J Mhyre
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Savanna S Carmack
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Carrie H Myers
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | | | | | - James M Olson
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
- Division of Pediatric Hematology/Oncology, University of Washington School of Medicine, Seattle, WA, USA.
- Seattle Children's Hospital, Seattle, WA, USA.
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Abstract
Profound racial differences exist in the incidence of osteoporosis, particularly in women. To investigate possible underlying reasons for this, we have measured the circulating levels of calcitonin (iCT), a bone-protecting hormone, and its flanking peptide, katacalcin (iKC), in black Gambian and white British populations. Whilst sex differences in both peptides were observed, with males having higher levels than females, the most striking finding was that white women have the lowest iCT levels. This important observation may explain, at least in part, why osteoporosis is particularly a disease of white, postmenopausal women.
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Bulger RE, Tisher CC, Myers CH, Trump BF. Human renal ultrastructure. II. The thin limb of Henle's loop and the interstitium in healthy individuals. J Transl Med 1967; 16:124-41. [PMID: 4164459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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