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Roki N, Solomon M, Casta L, Bowers J, Getts RC, Muro S. A method to improve quantitative radiotracing-based analysis of the in vivo biodistribution of drug carriers. Bioeng Transl Med 2021; 6:e10208. [PMID: 34027094 PMCID: PMC8126812 DOI: 10.1002/btm2.10208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 11/27/2020] [Accepted: 11/29/2020] [Indexed: 11/20/2022] Open
Abstract
Biodistribution studies are essential in drug carrier design and translation, and radiotracing provides a sensitive quantitation for this purpose. Yet, for biodegradable formulations, small amounts of free-label signal may arise prior to or immediately after injection in animal models, causing potentially confounding biodistribution results. In this study, we refined a method to overcome this obstacle. First, we verified free signal generation in animal samples and then, mimicking it in a controllable setting, we injected mice intravenously with a radiolabeled drug carrier formulation (125I-antibody/3DNA) containing a known amount of free radiolabel (125I), or free 125I alone as a control. Corrected biodistribution data were obtained by separating the free radiolabel from blood and organs postmortem, using trichloroacetic acid precipitation, and subtracting the confounding signal from each tissue measurement. Control free 125I-radiolabel was detected at ≥85% accuracy in blood and tissues, validating the method. It biodistributed very heterogeneously among organs (0.6-39 %ID/g), indicating that any free 125I generated in the body or present in an injected formulation cannot be simply corrected to the free-label fraction in the original preparation, but the free label must be empirically measured in each organ. Application of this method to the biodistribution of 125I-antibody/3DNA, including formulations directed to endothelial target ICAM-1, showed accurate classification of free 125I species in blood and tissues. In addition, this technique rendered data on the in vivo degradation of the traced agents over time. Thus, this is a valuable technique to obtain accurate measurements of biodistribution using 125I and possibly other radiotracers.
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Affiliation(s)
- Nikša Roki
- Fischell Department of BioengineeringUniversity of MarylandCollege ParkMarylandUSA
- Institute for Bioscience and Biotechnology Research, University of MarylandCollege ParkMarylandUSA
| | - Melani Solomon
- Institute for Bioscience and Biotechnology Research, University of MarylandCollege ParkMarylandUSA
| | - Lou Casta
- Genisphere, LLCHatfieldPennsylvaniaUSA
| | | | - Robert C. Getts
- Genisphere, LLCHatfieldPennsylvaniaUSA
- Present address:
Code Biotherapeutics, Hatfield, PennsylvaniaUSA
| | - Silvia Muro
- Institute for Bioscience and Biotechnology Research, University of MarylandCollege ParkMarylandUSA
- Institute for Bioengineering of Catalonia of the Barcelona Institute of Science and TechnologyBarcelonaSpain
- Institution of Catalonia for Research and Advanced StudiesBarcelonaSpain
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Roki N, Tsinas Z, Solomon M, Bowers J, Getts RC, Muro S. Unprecedently high targeting specificity toward lung ICAM-1 using 3DNA nanocarriers. J Control Release 2019; 305:41-49. [PMID: 31100312 DOI: 10.1016/j.jconrel.2019.05.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 05/05/2019] [Accepted: 05/13/2019] [Indexed: 12/17/2022]
Abstract
DNA nanostructures hold great potential for drug delivery. However, their specific targeting is often compromised by recognition by scavenger receptors involved in clearance. In our previous study in cell culture, we showed targeting specificity of a 180 nm, 4-layer DNA-built nanocarrier called 3DNA coupled with antibodies against intercellular adhesion molecule-1 (ICAM-1), a glycoprotein overexpressed in the lungs in many diseases. Here, we examined the biodistribution of various 3DNA formulations in mice. A formulation consisted of 3DNA whose outer-layer arms were hybridized to secondary antibody-oligonucleotide conjugates. Anchoring IgG on this formulation reduced circulation and kidney accumulation vs. non-anchored IgG, while increasing liver and spleen clearance, as expected for a nanocarrier. Anchoring anti-ICAM changed the biodistribution of this antibody similarly, yet this formulation specifically accumulated in the lungs, the main ICAM-1 target. Since lung targeting was modest (2-fold specificity index over IgG formulation), we pursued a second preparation involving direct hybridization of primary antibody-oligonucleotide conjugates to 3DNA. This formulation had prolonged stability in serum and showed a dramatic increase in lung distribution: the specificity index was 424-fold above a matching IgG formulation, 144-fold more specific than observed for PLGA nanoparticles of similar size, polydispersity, ζ-potential and antibody valency, and its lung accumulation increased with the number of anti-ICAM molecules per particle. Immunohistochemistry showed that anti-ICAM and 3DNA components colocalized in the lungs, specifically associating with endothelial markers, without apparent histological changes. The degree of in vivo targeting for anti-ICAM/3DNA-nanocarriers is unprecedented, for which this platform technology holds great potential to develop future therapeutic applications.
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Affiliation(s)
- Nikša Roki
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Zois Tsinas
- Fischell Department of Bioengineering, University of Maryland, College Park, MD, USA
| | - Melani Solomon
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, USA
| | | | | | - Silvia Muro
- Institute for Bioscience and Biotechnology Research, University of Maryland, College Park, MD, USA; Institute for Bioengineering of Catalonia of the Barcelona Institute of Science and Technology, Institution of Catalonia for Research and Advanced Studies, Barcelona, Spain.
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Huang YH, Peng W, Furuuchi N, Gerhart J, Rhodes K, Mukherjee N, Jimbo M, Gonye GE, Brody JR, Getts RC, Sawicki JA. Delivery of Therapeutics Targeting the mRNA-Binding Protein HuR Using 3DNA Nanocarriers Suppresses Ovarian Tumor Growth. Cancer Res 2016; 76:1549-59. [PMID: 26921342 DOI: 10.1158/0008-5472.can-15-2073] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 01/08/2016] [Indexed: 11/16/2022]
Abstract
Growing evidence shows that cancer cells use mRNA-binding proteins and miRNAs to posttranscriptionally regulate signaling pathways to adapt to harsh tumor microenvironments. In ovarian cancer, cytoplasmic accumulation of mRNA-binding protein HuR (ELAVL1) is associated with poor prognosis. In this study, we observed high HuR expression in ovarian cancer cells compared with ovarian primary cells, providing a rationale for targeting HuR. RNAi-mediated silencing of HuR in ovarian cancer cells significantly decreased cell proliferation and anchorage-independent growth, and impaired migration and invasion. In addition, HuR-depleted human ovarian xenografts were smaller than control tumors. A biodistribution study showed effective tumor-targeting by a novel Cy3-labeled folic acid (FA)-derivatized DNA dendrimer nanocarrier (3DNA). We combined siRNAs against HuR with FA-3DNA and found that systemic administration of the resultant FA-3DNA-siHuR conjugates to ovarian tumor-bearing mice suppressed tumor growth and ascites development, significantly prolonging lifespan. NanoString gene expression analysis identified multiple HuR-regulated genes that function in many essential cellular and molecular pathways, an attractive feature of candidate therapeutic targets. Taken together, these results are the first to demonstrate the versatility of the 3DNA nanocarrier for in vivo-targeted delivery of a cancer therapeutic and support further preclinical investigation of this system adapted to siHuR-targeted therapy for ovarian cancer.
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Affiliation(s)
- Yu-Hung Huang
- Lankenau Institute for Medical Research, Wynnewood, Pennsylvania. Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Weidan Peng
- Lankenau Institute for Medical Research, Wynnewood, Pennsylvania
| | - Narumi Furuuchi
- Lankenau Institute for Medical Research, Wynnewood, Pennsylvania
| | | | | | - Neelanjan Mukherjee
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Masaya Jimbo
- Department of Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Jonathan R Brody
- Department of Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Janet A Sawicki
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, Pennsylvania. Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, Pennsylvania.
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Abstract
Abstract
Ovarian cancer is the most deadly gynecologic cancer. To address the clinical need for a more effective therapy than currently exists, this investigation focused on targeting a post-transcriptional (RNA to protein) regulatory RNA-binding protein, HuR (Human antigen R, aka ELAVL1). HuR regulates the expression of multiple genes known to function in tumor cell survival and in drug resistance. It is abundant and hyper-functional in ovarian cancer cells as compared to normal cells, thus providing a therapeutic window. We investigated the effect of inhibiting HuR expression in ovarian tumor cells in culture and in ovarian tumors in mice. We generated A2780 and OVCAR5 cells that constitutively express either shHuR or a control shRNA, and assayed cell proliferation and the ability of these cells to produce colonies in a soft agar. Cell proliferation in both shRNA-expressing cell lines was significantly reduced compared to control shRNA-expressing cells (19% and 11% in A2780 and OVCAR5, respectively; p<0.005). A2780-shRNA cells produced 65% fewer colonies in soft agar a compared to parental A2780 cells and control shRNA-expressing cells. To evaluate the effect of HuR suppression on tumor growth, C57BL/6 female mice were injected intraperitoneally with ID8-luc murine ovarian cancer cells; mice developed tumors throughout the peritoneal cavity. Approximately 4 weeks following cell injection, tumor-bearing mice were optically imaged to establish baseline biolumiscence, an indicator of ID8-luc-derived tumor load. A novel CpG-free DNA dendrimer vector, 3DNA, was derivatized with folate, aiming for tumor-targeted siHuR delivery upon systemic administration to mice. Mice were treated twice a week for four weeks (retro-orbital injection) with one of three 3DNA formulations or with 0.9% saline (n = 5-6/group). The 3DNA formulations were: 1) Folate-derivatized 3DNA/siHuR; 2) 3DNA/siHuR; and 3) Folate-derivatized 3DNA/control siRNA. Tumor response to treatment was assessed once a week by optical imaging. Using baseline tumor load as the comparator, tumor growth was suppressed ∼3-fold in mice treated for 4 weeks with folate-derivatized 3DNA/siHuR, the highest suppression of all treatment groups, including non-folate derivatized 3DNA/siHuR (p = 0.01), folate-derivatized 3DNA/control siRNA (p = 0.05), and 0.9% saline (p = 0.04). No overt toxicity was observed. A biodistribution study in which CY3-labeled folate-derivatized 3DNA was systemically administered resulted in very high fluorescence in ovarian tumors with little to no fluorescence in normal tissues, thus supporting the tumor-targeting potential of folate and the enhanced therapeutic effect observed in folate-derivatized 3DNA/siHuR treated mice. These results support further pursuit of HuR-targeted therapy as a complementary approach to current, active therapies for ovarian cancer for overcoming drug resistance and inhibiting tumor growth.
Citation Format: Janet A. Sawicki, Yu-Hung Huang, Jonathan R. Brody, Robert C. Getts, Kelly Rhodes, Jackie Gerhart. Inhibition of HuR effectively suppresses ovarian tumor growth in mice. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 3542. doi:10.1158/1538-7445.AM2015-3542
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Affiliation(s)
| | - Yu-Hung Huang
- 1Lankenau Institute for Medical Research, Wynnewood, PA
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Sackesen C, Lin J, Schmidt S, Getts RC, Kadushin J, Gimenez G, Yilmaz EA, Cavkaytar O, Soyer O, Grishina G, Bardina L, Sampson HA. A New Luminex-Based Peptide Assay to Identify Different Degrees of Milk Allergic Reactivity. J Allergy Clin Immunol 2015. [DOI: 10.1016/j.jaci.2014.12.1046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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6
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Gimenez G, Sackesen C, Schmidt S, Getts RC, Kadushin J, Lin J, Konstantinou GN, Yilmaz EA, Cavkaytar O, Soyer O, Grishina G, Sampson HA. Comparison of IgE Epitope Mapping By Peptide Microarray and a Novel Luminex-Based Peptide Assay. J Allergy Clin Immunol 2015. [DOI: 10.1016/j.jaci.2014.12.1034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Godfrey AC, Xu Z, Weinberg CR, Getts RC, Wade PA, DeRoo LA, Sandler DP, Taylor JA. Serum microRNA expression as an early marker for breast cancer risk in prospectively collected samples from the Sister Study cohort. Breast Cancer Res 2013; 15:R42. [PMID: 23705859 PMCID: PMC3706791 DOI: 10.1186/bcr3428] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2013] [Accepted: 05/24/2013] [Indexed: 12/17/2022] Open
Abstract
Introduction MicroRNAs (miRNAs) are small, non-coding, single-stranded RNAs between 18-22 nucleotides long that regulate gene expression. Expression of miRNAs is altered in tumor compared to normal tissue; there is some evidence that these changes may be reflected in the serum of cancer cases compared to healthy individuals. This has yet to be examined in a prospective study where samples are collected before diagnosis. Methods We used Affymetrix arrays to examine serum miRNA expression profiles in 410 participants in the Sister Study, a prospective cohort study of 50,884 women. All women in the cohort had never been diagnosed with breast cancer at the time of enrollment. We compared global miRNA expression patterns in 205 women who subsequently developed breast cancer and 205 women who remained breast cancer-free. In addition within the case group we examined the association of miRNA expression in serum with different tumor characteristics, including hormone status (ER, PR, and HER-2) and lymph node status. Results Overall, 414 of 1,105 of the human miRNAs on the chip were expressed above background levels in 50 or more women. When the average expression among controls was compared to cases using conditional logistic regression, 21 miRNAs were found to be differentially expressed (P≤.05). Using qRT-PCR on a small, independent sample of 5 cases and 5 controls we verified overexpression of the 3 highest expressing miRNAs among cases, miR-18a, miR-181a, and miR-222; the differences were not statistically significant in this small set. The 21 differentially expressed miRNAs are known to target at least 82 genes; using the gene list for pathway analysis we found enrichment of genes involved in cancer-related processes. In a separate case-case analyses restricted to the 21 miRNAs, we found 7 miRNAs with differential expression for women whose breast tumors differed by HER-2 expression, and 10 miRNAs with differential expression by nodal status. Conclusions miRNA levels in serum show a number of small differences between women who later develop cancer versus those who remain cancer-free.
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Duttagupta R, DiRienzo S, Jiang R, Bowers J, Gollub J, Kao J, Kearney K, Rudolph D, Dawany NB, Showe MK, Stamato T, Getts RC, Jones KW. Genome-wide maps of circulating miRNA biomarkers for ulcerative colitis. PLoS One 2012; 7:e31241. [PMID: 22359580 PMCID: PMC3281076 DOI: 10.1371/journal.pone.0031241] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2011] [Accepted: 01/05/2012] [Indexed: 12/17/2022] Open
Abstract
Inflammatory Bowel Disease--comprised of Crohn's Disease and Ulcerative Colitis (UC)--is a complex, multi-factorial inflammatory disorder of the gastrointestinal tract. In this study we have explored the utility of naturally occurring circulating miRNAs as potential blood-based biomarkers for non-invasive prediction of UC incidences. Whole genome maps of circulating miRNAs in micro-vesicles, Peripheral Blood Mononuclear Cells and platelets have been constructed from a cohort of 20 UC patients and 20 normal individuals. Through Significance Analysis of Microarrays, a signature of 31 differentially expressed platelet-derived miRNAs has been identified and biomarker performance estimated through a non-probabilistic binary linear classification using Support Vector Machines. Through this approach, classifier measurements reveal a predictive score of 92.8% accuracy, 96.2% specificity and 89.5% sensitivity in distinguishing UC patients from normal individuals. Additionally, the platelet-derived biomarker signature can be validated at 88% accuracy through qPCR assays, and a majority of the miRNAs in this panel can be demonstrated to sub-stratify into 4 highly correlated intensity based clusters. Analysis of predicted targets of these biomarkers reveal an enrichment of pathways associated with cytoskeleton assembly, transport, membrane permeability and regulation of transcription factors engaged in a variety of regulatory cascades that are consistent with a cell-mediated immune response model of intestinal inflammation. Interestingly, comparison of the miRNA biomarker panel and genetic loci implicated in IBD through genome-wide association studies identifies a physical linkage between hsa-miR-941 and a UC susceptibility loci located on Chr 20. Taken together, analysis of these expression maps outlines a promising catalog of novel platelet-derived miRNA biomarkers of clinical utility and provides insight into the potential biological function of these candidates in disease pathogenesis.
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Affiliation(s)
- Radha Duttagupta
- Applied Reasearch Group, Affymetrix Inc, Santa Clara, California, United States of America
| | - Sharon DiRienzo
- Lankenau Institute for Medical Research, Wynnewood, Pennsylvania, United States of America
| | - Rong Jiang
- Applied Reasearch Group, Affymetrix Inc, Santa Clara, California, United States of America
| | - Jessica Bowers
- Research and Development, Genisphere LLC, Hatfield, Pennsylvania, United States of America
| | - Jeremy Gollub
- Applied Reasearch Group, Affymetrix Inc, Santa Clara, California, United States of America
| | - Jessica Kao
- Applied Reasearch Group, Affymetrix Inc, Santa Clara, California, United States of America
| | - Keith Kearney
- Division of Gastroenterology, Lankenau Medical Center, Wynnewood, Pennsylvania, United States of America
| | - David Rudolph
- Division of Gastroenterology, Lankenau Medical Center, Wynnewood, Pennsylvania, United States of America
| | - Noor B. Dawany
- The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Michael K. Showe
- The Wistar Institute, Philadelphia, Pennsylvania, United States of America
| | - Tom Stamato
- Lankenau Institute for Medical Research, Wynnewood, Pennsylvania, United States of America
| | - Robert C. Getts
- Research and Development, Genisphere LLC, Hatfield, Pennsylvania, United States of America
| | - Keith W. Jones
- Applied Reasearch Group, Affymetrix Inc, Santa Clara, California, United States of America
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Abstract
Microarrays have been used extensively for messenger RNA expression monitoring. Recently, microarrays have been designed to interrogate expression levels of noncoding RNAs. Here, we describe methods for RNA labeling and the use of a miRNA array to identify and measure microRNA present in RNA samples.
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Kaddis JS, Wai DH, Bowers J, Hartmann N, Baeriswyl L, Bajaj S, Anderson MJ, Getts RC, Triche TJ. Influence of RNA labeling on expression profiling of microRNAs. J Mol Diagn 2011; 14:12-21. [PMID: 22074760 DOI: 10.1016/j.jmoldx.2011.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Revised: 08/05/2011] [Accepted: 08/22/2011] [Indexed: 10/15/2022] Open
Abstract
Although a number of technical parameters are now being examined to optimize microRNA profiling experiments, it is unknown whether reagent or component changes to the labeling step affect starting RNA requirements or microarray performance. Human brain/lung samples were each labeled in duplicate, at 1.0, 0.5, 0.2, and 0.1 μg of total RNA, by means of two kits that use the same labeling procedure but differ in the reagent composition used to label microRNAs. Statistical measures of reliability and validity were used to evaluate microarray data. Cross-platform confirmation was accomplished using TaqMan microRNA assays. Synthetic microRNA spike-in experiments were also performed to establish the microarray signal dynamic range using the ligation-modified kit. Technical replicate correlations of signal intensity values were high using both kits, but improved with the ligation-modified assay. The drop in detection call sensitivity and miRNA gene list correlations, when using reduced amounts of standard-labeled RNA, was considerably improved with the ligation-modified kit. Microarray signal dynamic range was found to be linear across three orders of magnitude from 4.88 to 5000 attomoles. Thus, optimization of the microRNA labeling reagent can result in at least a 10-fold decrease in microarray total RNA requirements with little compromise to data quality. Clinical investigations bottlenecked by the amount of starting material may use a ligation mix modification strategy to reduce total RNA requirements.
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Affiliation(s)
- John S Kaddis
- Department of Pathology, Children's Hospital Los Angeles Saban Research Institute and Keck School of Medicine, University of Southern California, Los Angeles, California 90027, USA
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11
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Abstract
Effective diagnosis and surveillance of complex multi-factorial disorders such as cancer can be improved by screening of easily accessible biomarkers. Highly stable cell free Circulating Nucleic Acids (CNA) present as both RNA and DNA species have been discovered in the blood and plasma of humans. Correlations between tumor-associated genomic/epigenetic/transcriptional changes and alterations in CNA levels are strong predictors of the utility of this biomarker class as promising clinical indicators. Towards this goal microRNAs (miRNAs) representing a class of naturally occurring small non-coding RNAs of 19-25 nt in length have emerged as an important set of markers that can associate their specific expression profiles with cancer development. In this study we investigate some of the pre-analytic considerations for isolating plasma fractions for the study of miRNA biomarkers. We find that measurement of circulating miRNA levels are frequently confounded by varying levels of cellular miRNAs of different hematopoietic origins. In order to assess the relative proportions of this cell-derived class, we have fractionated whole blood into plasma and its ensuing sub-fractions. Cellular miRNA signatures in cohorts of normal individuals are catalogued and the abundance and gender specific expression of bona fide circulating markers explored after calibrating the signal for this interfering class. A map of differentially expressed profiles is presented and the intrinsic variability of circulating miRNA species investigated in subsets of healthy males and females.
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Affiliation(s)
- Radha Duttagupta
- Applied Research, Affymetrix Inc, Santa Clara, California, United States of America
| | - Rong Jiang
- Applied Research, Affymetrix Inc, Santa Clara, California, United States of America
| | - Jeremy Gollub
- Applied Research, Affymetrix Inc, Santa Clara, California, United States of America
| | - Robert C. Getts
- Research and Development, Genisphere LLC, Hatfield, Pennsylvania, United States of America
| | - Keith W. Jones
- Applied Research, Affymetrix Inc, Santa Clara, California, United States of America
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Mora JR, Getts RC. High-sensitivity detection methods for low-abundance RNA species: applications for functional genomics research. Expert Rev Mol Diagn 2008; 7:775-85. [PMID: 18020907 DOI: 10.1586/14737159.7.6.775] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Gene expression analysis has facilitated a more complete understanding of the molecular biology of cellular processes and how variations of RNA expression are useful for the classification of various diseases. Furthermore, recent analysis of a variety of noncoding RNAs, such as microRNAs, has demonstrated that these RNAs play an important role in many cellular events, including cell differentiation and death, and may also serve as biological markers for disease. Besides helping in the understanding of diseases, RNA analysis is used in drug discovery, patient prognosis and treatment evaluation. One obstacle left to overcome is the amount of material required for the analysis, particularly when trying to extract information from precious, limited, clinical samples. Here we review the many approaches scientists take to either amplify the amount of RNA or amplify the signal generated from small amounts of RNA.
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Affiliation(s)
- Johanna R Mora
- Bristol-Myers Squibb Company, PO Box 4000, Princeton, NJ 08543-4000, USA
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14
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Mora JR, Knoll JHM, Rogan PK, Getts RC, Wilson GS. Dendrimer FISH detection of single-copy intervals in acute promyelocytic leukemia. Mol Cell Probes 2006; 20:114-20. [PMID: 16460913 DOI: 10.1016/j.mcp.2005.11.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2005] [Accepted: 11/09/2005] [Indexed: 11/22/2022]
Abstract
Acute promyelocytic leukemia (AML-M3) is characterized by a translocation between chromosomes 15 and 17 [t(15;17)]. The detection of t(15;17) at the single cell level, is commonly done by fluorescence in situ hybridization (FISH) using recombinant locus specific genomic probes greater than 14 kilobases kb in length. To allow a more thorough study of t(15;17), we designed small (0.9-3.6 kb), target-specific, single-copy probes from the human genome sequence. A novel detection approach was evaluated using moieties possessing more fluorophores, DNA dendrimers (up to 375 fluorophores per dendrimer). Two detection approaches were evaluated using the dendrimers: (1) dendrimers modified with anti-biotin antibodies for detection of biotinylated bound probes, and (2) dendrimers modified with 45-base long oligonucleotides designed from the single-copy probes, for direct detection of the target region. The selectivity of the probes was confirmed via indirect labeling with biotin/digoxigenin by nick translation, with detection efficiencies between 50 and 90%. Furthermore, the scFISH probes were successfully detected on metaphase cells with anti-biotin dendrimer conjugates and on interphase cells with 45-base modified dendrimers. Our results bring up the possibility to detect target regions of less than 1 kb, which will be a great contribution to high-resolution analysis of genomic sequences.
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MESH Headings
- Cell Line, Tumor
- Chromosomes, Human, Pair 15/genetics
- Chromosomes, Human, Pair 17/genetics
- DNA Probes/chemistry
- Dendrimers/chemistry
- Genome, Human
- Humans
- In Situ Hybridization, Fluorescence
- Interphase
- Leukemia, Promyelocytic, Acute/genetics
- Leukemia, Promyelocytic, Acute/pathology
- Metaphase
- Translocation, Genetic
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Affiliation(s)
- Johanna R Mora
- Department of Chemistry, University of Kansas, Lawrence, 66045, USA
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15
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Goff LA, Yang M, Bowers J, Getts RC, Padgett RW, Hart RP. Rational probe optimization and enhanced detection strategy for microRNAs using microarrays. RNA Biol 2005; 2:93-100. [PMID: 17114923 DOI: 10.4161/rna.2.3.2059] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
MicroRNAs (miRNAs) are post-transcriptional regulators participating in biological processes ranging from differentiation to carcinogenesis. We developed a rational probe design algorithm and a sensitive labelling scheme for optimizing miRNA microarrays. Our microarray contains probes for all validated miRNAs from five species, with the potential for drawing on species conservation to identify novel miRNAs with homologous probes. These methods are useful for high-throughput analysis of micro RNAs from various sources, and allow analysis with limiting quantities of RNA. The system design can also be extended for use on Luminex beads or on 96-well plates in an ELISA-style assay. We optimized hybridization temperatures using sequence variations on 20 of the probes and determined that all probes distinguish wild-type from 2 nt mutations, and most probes distinguish a 1 nt mutation, producing good selectivity between closely-related small RNA sequences. Results of tissue comparisons on our microarrays reveal patterns of hybridization that agree with results from Northern blots and other methods.
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Affiliation(s)
- Loyal A Goff
- W.M. Keck Center for Collaborative Neuroscience, Rutgers University, Piscataway, New Jersey 08854, USA
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16
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Mauldin SK, Getts RC, Liu W, Stamato TD. DNA-PK-dependent binding of DNA ends to plasmids containing nuclear matrix attachment region DNA sequences: evidence for assembly of a repair complex. Nucleic Acids Res 2002; 30:4075-87. [PMID: 12235392 PMCID: PMC137113 DOI: 10.1093/nar/gkf529] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
We find that nuclear protein extracts from mammalian cells contain an activity that allows DNA ends to associate with circular pUC18 plasmid DNA. This activity requires the catalytic subunit of DNA-PK (DNA-PKcs) and Ku since it was not observed in mutants lacking Ku or DNA-PKcs but was observed when purified Ku/DNA-PKcs was added to these mutant extracts. Purified Ku/DNA-PKcs alone did not produce association of DNA ends with plasmid DNA suggesting that additional factors in the nuclear extract are necessary for this activity. Competition experiments between pUC18 and pUC18 plasmids containing various nuclear matrix attachment region (MAR) sequences suggest that DNA ends preferentially associate with plasmids containing MAR DNA sequences. At a 1:5 mass ratio of MAR to pUC18, approximately equal amounts of DNA end binding to the two plasmids were observed, while at a 1:1 ratio no pUC18 end binding was observed. Calculation of relative binding activities indicates that DNA end-binding activities to MAR sequences was 7-21-fold higher than pUC18. Western analysis of proteins bound to pUC18 and MAR plasmids indicates that XRCC4, DNA ligase IV and scaffold attachment factor A preferentially associate with the MAR plasmid in the absence or presence of DNA ends. In contrast, Ku and DNA-PKcs were found on the MAR plasmid only in the presence of DNA ends suggesting that binding of these proteins to DNA ends is necessary for their association with MAR DNA. The ability of DNA-PKcs/Ku to direct DNA ends to MAR and pUC18 plasmid DNA is a new activity for DNA-PK and may be important for its function in double-strand break repair. A model for DNA repair based on these observations is presented.
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Affiliation(s)
- Stanley K Mauldin
- Lankenau Institute for Medical Research, 100 Lancaster Avenue, Wynnewood, PA 19096, USA and Genisphere, Incorporated, 4170 City Avenue, Philadelphia, PA 19131-1694, USA
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Abstract
To improve signal detection on cDNA microarrays, we adapted a fluorescent oligonucleotide dendrimeric signal amplification system to microarray technology. This signal detection method requires 16-fold less RNA for probe synthesis, does not depend on the incorporation of fluorescent dNTPs into a reverse transcription reaction, generates a high signal-to-background ratio, and can be used to allow for multichannel detection on a single chip. Furthermore, since the dendrimers can be detected individually, it may be possible, by employing dendrimer-binding standards, to calculate the numbers of bound cDNAs can be estimated. These features make the dendrimer signal detection reagent ideal for high-throughput functional genomics research.
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Affiliation(s)
- R L Stears
- Brigham and Women's Hospital, Department of Medicine, Harvard Institutes of Medicine, Boston, Massachusetts 02115, USA
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Capaldi S, Getts RC, Jayasena SD. Signal amplification through nucleotide extension and excision on a dendritic DNA platform. Nucleic Acids Res 2000; 28:E21. [PMID: 10710438 PMCID: PMC102804 DOI: 10.1093/nar/28.7.e21] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/1999] [Revised: 01/10/2000] [Accepted: 01/20/2000] [Indexed: 11/13/2022] Open
Abstract
Techniques that provide strong signal amplification are useful in diagnostic applications, especially in detecting low concentrations of non-amplifiable target molecules. A versatile and strong signal amplification method based on activities of a DNA polymerase to generate high concentrations of pyrophosphate (PPi) is described. The generation of PPi is catalyzed by nucleotide extension and excision activities of a DNA polymerase on an oligonucleotide cassette. The signal is generated upon enzymatic conversion of PPi to ATP and ATP levels subsequently detected with firefly luciferase. Bioluminescence produced by an oligonucleotide cassette consisting of just two polymerase reaction sites is sufficient to detect them at low attomole levels. The attachment of a large number of these oligonucleotide cassettes to DNA dendrimers enabled the detection of such poly-valent substrate molecules at low zeptomole (10(-21)mol) concentrations. The extent of signal amplification obtained with dendrimer substrates is comparable to exponential target amplifications provided by nucleic acid amplification methods. The attachment of such PPi-generating dendritic DNA platforms to ligands that mediate target recognition would potentially permit detection of extremely low concentrations of analytes in diagnostic assays.
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Affiliation(s)
- S Capaldi
- NeXstar Pharmaceuticals Inc., 2860 Wilderness Place, Boulder, CO 80301, USA
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Stevens CW, Stamato TD, Mauldin SK, Getts RC, Zeng M, Cerniglia GJ. Radiation-induced recombination is dependent on Ku80. Radiat Res 1999; 151:408-13. [PMID: 10190492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
We have recently shown that irradiating cells prior to transfection induces recombination, as manifested by increased stable transduction of both plasmid and adenoviral vectors. We hypothesized that Ku proteins, which have previously been shown to be involved in both recombination and the repair of DNA damage after irradiation, would likely be important mediators of radiation-induced recombination. The present work demonstrates that Ku80 is essential for radiation-induced recombination. While human and hamster Ku80 are equally effective at restoring the transfection efficiency and radiation resistance of xrs-5 cells, human Ku80 is much more effective at radiation-induced recombination than hamster Ku80. This difference is not due to differences in Ku80 expression or DNA end-binding activity, but it may be due to structural differences between human and hamster Ku80.
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Affiliation(s)
- C W Stevens
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia 19104, USA
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Orentas RJ, Rospkopf SJ, Casper JT, Getts RC, Nilsen TW. Detection of Epstein-Barr virus EBER sequence in post-transplant lymphoma patients with DNA dendrimers. J Virol Methods 1999; 77:153-63. [PMID: 10092139 DOI: 10.1016/s0166-0934(98)00149-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The EBER RNAs are the most numerous viral transcripts in latently infected lymphocytes in healthy individuals and also in the tumor cells of Epstein Barr virus (EBV)-associated malignancies. A rise in EBV load in peripheral blood has been associated with the onset of post-transplant lymphoproliferative disease (PTLD) in immunocompromised patients. Treatment of PTLD with adoptive immunotherapy has made the rapid and accurate determination of EBV load essential. The relationship between EBV load and other EBV-associated malignancies, like Hodgkin's disease or AIDS-associated lymphoma, is unknown. In order to define viral load based on the number of EBV-infected cells in the peripheral blood, we developed a method which combines cellular dilution of peripheral blood mononuclear cells with the direct detection of EBER-1 RNA with DNA dendrimers. DNA dendrimers are large scaffolds of DNA which give at least a 500 1000-fold increase in detection of membrane bound nucleic acid over oilgonucleotide probes. The use of a novel class of these nucleic acid superstructures is described as a specific probe for EBER-1 detection. When two PTLD patients were analyzed for viral load with DNA dendrimers, at least one in 250000 peripheral blood mononuclear cells were shown to be infected with EBV.
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Affiliation(s)
- R J Orentas
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee 53226, USA.
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23
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Getts RC, Stamato TD. Absence of a Ku-like DNA end binding activity in the xrs double-strand DNA repair-deficient mutant. J Biol Chem 1994; 269:15981-4. [PMID: 8206892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Double-strand DNA break repair is important in maintaining the genetic integrity of the genome. Using a mobility shift assay, we find that a protein, or complex of proteins, that is present in mammalian and yeast cells binds to the ends of double-strand DNA and renders the ends resistant to exonuclease digestion. Additionally, a mammalian DNA double-strand repair-deficient mutant, xrs, has no observable DNA end binding activity, while a revertant cell has wild-type activity. In addition, mobility supershift assays using monoclonal antibodies to the human Ku antigen (M(r) 70,000 subunit) reveal that one of the proteins of this end binding activity may be the Ku antigen or a protein with similar antigenic determinants. These observations suggest that this DNA end-binding protein may function in DNA repair.
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Affiliation(s)
- R C Getts
- Lankenau Medical Research Center, Wynnewood, Pennsylvania 19096
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25
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Abstract
Nucleosomal-length DNA was constructed to contain one of two 10 bp oligopurine-oligopyrimidine sequences, either d(A10.T10) or d(G10.C10). The 146 base pair (bp) sequences were then each tandemly cloned. This allowed for the production of circularly-permuted sequence variants in which the oligopurine tract was located at eight different positions. The permuted sequences were then assayed for their ability to reconstitute into nucleosomes by competitive reconstitution. The results of the assay indicate that the free energy of nucleosome formation differs only by several tenths of a kilocalorie per mole for an oligopurine tract at any position along the DNA, including the central dyad region.
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Affiliation(s)
- R C Getts
- Department of Chemistry, Lehigh University, Bethlehem, Pennsylvania 18015
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26
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Abstract
Nucleosomal-length DNA was prepared from the genomic DNA of various prokaryotic and eukaryotic organisms by limited nuclease digestion after reconstitution with core histones. The DNAs ranged in base composition from 26.5% to 72% guanosine-plus-cytosine (%GC). The nucleosomal-length DNAs were then used in a competitive reconstitution assay in order to quantitatively determine their relative abilities to form nucleosomes. The results of the assay indicate a linear dependence of the free energy of nucleosome formation on base composition and, surprisingly, show that several prokaryotic DNAs form nucleosomes as well as or better than eukaryotic DNAs.
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Affiliation(s)
- R C Getts
- Department of Chemistry, Lehigh University, Bethlehem, PA 18015
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