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Wang CW, Weaver SD, Boonpattrawong N, Schuster-Little N, Patankar M, Whelan RJ. A Revised Molecular Model of Ovarian Cancer Biomarker CA125 (MUC16) Enabled by Long-read Sequencing. Cancer Res Commun 2024; 4:253-263. [PMID: 38197671 PMCID: PMC10829539 DOI: 10.1158/2767-9764.crc-23-0327] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 12/01/2023] [Accepted: 01/04/2024] [Indexed: 01/11/2024]
Abstract
The biomarker CA125, a peptide epitope located in several tandem repeats of the mucin MUC16, is the gold standard for monitoring regression and recurrence of high-grade serous ovarian cancer in response to therapy. However, the CA125 epitope along with several structural features of the MUC16 molecule are ill defined. One central aspect still unresolved is the number of tandem repeats in MUC16 and how many of these repeats contain the CA125 epitope. Studies from the early 2000s assembled short DNA reads to estimate that MUC16 contained 63 repeats.Here, we conduct Nanopore long-read sequencing of MUC16 transcripts from three primary ovarian tumors and established cell lines (OVCAR3, OVCAR5, and Kuramochi) for a more exhaustive and accurate estimation and sequencing of the MUC16 tandem repeats.The consensus sequence derived from these six sources was confirmed by proteomics validation and agrees with recent additions to the NCBI database. We propose a model of MUC16 containing 19-not 63-tandem repeats. In addition, we predict the structure of the tandem repeat domain using the deep learning algorithm, AlphaFold.The predicted structure displays an SEA domain and unstructured linker region rich in proline, serine, and threonine residues in all 19 tandem repeats. These studies now pave the way for a detailed characterization of the CA125 epitope. Sequencing and modeling of the MUC16 tandem repeats along with their glycoproteomic characterization, currently underway in our laboratories, will help identify novel epitopes in the MUC16 molecule that improve on the sensitivity and clinical utility of the current CA125 assay. SIGNIFICANCE Despite its crucial role in clinical management of ovarian cancer, the exact molecular sequence and structure of the biomarker, CA125, are not defined. Here, we combine long-read sequencing, mass spectrometry, and in silico modeling to provide the foundational dataset for a more complete characterization of the CA125 epitope.
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Affiliation(s)
- Chien-Wei Wang
- Department of Chemistry, University of Kansas, Lawrence, Kansas
| | - Simon D. Weaver
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana
- Integrated Biomedical Sciences Graduate Program, University of Notre Dame, Notre Dame, Indiana
| | - Nicha Boonpattrawong
- Department of Obstetrics and Gynecology, University of Wisconsin–Madison, Madison, Wisconsin
| | | | - Manish Patankar
- Department of Obstetrics and Gynecology, University of Wisconsin–Madison, Madison, Wisconsin
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2
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Hanson EK, Wang CW, Minkoff L, Whelan RJ. Strategies for Mitigating Commercial Sensor Chip Variability with Experimental Design Controls. Sensors (Basel) 2023; 23:6703. [PMID: 37571487 PMCID: PMC10422579 DOI: 10.3390/s23156703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023]
Abstract
Surface plasmon resonance (SPR) is a popular real-time technique for the measurement of binding affinity and kinetics, and bench-top instruments combine affordability and ease of use with other benefits of the technique. Biomolecular ligands labeled with the 6xHis tag can be immobilized onto sensing surfaces presenting the Ni2+-nitrilotriacetic acid (NTA) functional group. While Ni-NTA immobilization offers many advantages, including the ability to regenerate and reuse the sensors, its use can lead to signal variability between experimental replicates. We report here a study of factors contributing to this variability using the Nicoya OpenSPR as a model system and suggest ways to control for those factors, increasing the reproducibility and rigor of the data. Our model ligand/analyte pairs were two ovarian cancer biomarker proteins (MUC16 and HE4) and their corresponding monoclonal antibodies. We observed a broad range of non-specific binding across multiple NTA chips. Experiments run on the same chips had more consistent results in ligand immobilization and analyte binding than experiments run on different chips. Further assessment showed that different chips demonstrated different maximum immobilizations for the same concentration of injected protein. We also show a variety of relationships between ligand immobilization level and analyte response, which we attribute to steric crowding at high ligand concentrations. Using this calibration to inform experimental design, researchers can choose protein concentrations for immobilization corresponding to the linear range of analyte response. We are the first to demonstrate calibration and normalization as a strategy to increase reproducibility and data quality of these chips. Our study assesses a variety of factors affecting chip variability, addressing a gap in knowledge about commercially available sensor chips. Controlling for these factors in the process of experimental design will minimize variability in analyte signal when using these important sensing platforms.
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Affiliation(s)
- Eliza K. Hanson
- Department of Chemistry, University of Kansas, Lawrence, KS 66047, USA; (E.K.H.); (C.W.)
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA;
| | - Chien-Wei Wang
- Department of Chemistry, University of Kansas, Lawrence, KS 66047, USA; (E.K.H.); (C.W.)
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA;
| | - Lisa Minkoff
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA;
| | - Rebecca J. Whelan
- Department of Chemistry, University of Kansas, Lawrence, KS 66047, USA; (E.K.H.); (C.W.)
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA;
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3
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Hanson EK, Whelan RJ. Application of the Nicoya OpenSPR to Studies of Biomolecular Binding: A Review of the Literature from 2016 to 2022. Sensors (Basel) 2023; 23:4831. [PMID: 37430747 DOI: 10.3390/s23104831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 05/13/2023] [Accepted: 05/16/2023] [Indexed: 07/12/2023]
Abstract
The Nicoya OpenSPR is a benchtop surface plasmon resonance (SPR) instrument. As with other optical biosensor instruments, it is suitable for the label-free interaction analysis of a diverse set of biomolecules, including proteins, peptides, antibodies, nucleic acids, lipids, viruses, and hormones/cytokines. Supported assays include affinity/kinetics characterization, concentration analysis, yes/no assessment of binding, competition studies, and epitope mapping. OpenSPR exploits localized SPR detection in a benchtop platform and can be connected with an autosampler (XT) to perform automated analysis over an extended time period. In this review article, we provide a comprehensive survey of the 200 peer-reviewed papers published between 2016 and 2022 that use the OpenSPR platform. We highlight the range of biomolecular analytes and interactions that have been investigated using the platform, provide an overview on the most common applications for the instrument, and point out some representative research that highlights the flexibility and utility of the instrument.
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Affiliation(s)
- Eliza K Hanson
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA
| | - Rebecca J Whelan
- Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA
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4
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Wang CW, Hanson EK, Minkoff L, Whelan RJ. Individual recombinant repeats of MUC16 display variable binding to CA125 antibodies. Cancer Biomark 2023:CBM220191. [PMID: 37248884 DOI: 10.3233/cbm-220191] [Citation(s) in RCA: 0] [Impact Index Per Article: 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] [Indexed: 05/31/2023]
Abstract
BACKGROUND Despite its importance in the clinical management of ovarian cancer, the CA125 biomarker - located on the mucin protein MUC16 - is still not completely understood. Questions remain about MUC16's function and structure, specifically the identity and location of the CA125 epitopes. OBJECTIVE The goal of this study was to characterize the interaction of individual recombinant repeats from the tandem repeat domain of MUC16 with antibodies used in the clinical CA125 II test. METHODS Using E. coli expression, we isolated nine repeats from the putative antigenic domain of CA125. Amino acid composition of recombinant repeats was confirmed by high-resolution mass spectrometry. We characterized the binding of four antibodies - OC125, M11, "OC125-like," and "M11-like" - to nine recombinant repeats using Western blotting, indirect enzyme-linked immunosorbent assay (ELISA), and localized surface plasmon resonance (SPR) spectroscopy. RESULTS Each recombinant repeat was recognized by a different combination of CA125 antibodies. OC125 and "OC125-like" antibodies did not bind the same set of recombinant repeats, nor did M11 and "M11-like" antibodies. CONCLUSIONS Characterization of the interactions between MUC16 recombinant repeats and CA125 antibodies will contribute to ongoing efforts to identify the CA125 epitopes and improve our understanding of this important biomarker.
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Affiliation(s)
- Chien-Wei Wang
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA
| | - Eliza K Hanson
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA
| | - Lisa Minkoff
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA
| | - Rebecca J Whelan
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA
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5
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Wang CW, Hanson EK, Minkoff L, Whelan RJ. Individual recombinant repeats of MUC16 display variable binding to CA125 antibodies. bioRxiv 2023:2023.02.08.527749. [PMID: 36798296 PMCID: PMC9934600 DOI: 10.1101/2023.02.08.527749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
BACKGROUND Despite its importance in the clinical management of ovarian cancer, the CA125 biomarker-located on the mucin protein MUC16-is still not completely understood. Questions remain about MUC16's function and structure, specifically the identity and location of the CA125 epitopes. OBJECTIVE The goal of this study was to characterize the interaction of individual recombinant repeats from the tandem repeat domain of MUC16 with antibodies used in the clinical CA125 II test. METHODS Using E. coli expression, we isolated nine repeats from the putative antigenic domain of CA125. Amino acid composition of recombinant repeats was confirmed by high-resolution mass spectrometry. We characterized the binding of four antibodies-OC125, M11, "OC125-like," and "M11-like"-to nine recombinant repeats using Western blotting, indirect enzyme-linked immunosorbent assay (ELISA), and localized surface plasmon resonance (SPR) spectroscopy. RESULTS Each recombinant repeat was recognized by a different combination of CA125 antibodies. OC125 and "OC125-like" antibodies did not bind the same set of recombinant repeats, nor did M11 and "M11-like" antibodies. CONCLUSIONS Characterization of the interactions between MUC16 recombinant repeats and CA125 antibodies will contribute to ongoing efforts to identify the CA125 epitopes and improve our understanding of this important biomarker.
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Affiliation(s)
- Chien-Wei Wang
- Department of Chemistry, University of Kansas, Lawrence, KS, United States of America,Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, United States of America
| | - Eliza K. Hanson
- Department of Chemistry, University of Kansas, Lawrence, KS, United States of America,Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, United States of America
| | - Lisa Minkoff
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, United States of America
| | - Rebecca J. Whelan
- Department of Chemistry, University of Kansas, Lawrence, KS, United States of America,Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, United States of America,Corresponding author: Rebecca J. Whelan, University of Kansas, Multidisciplinary Research Building 220E, University of Kansas, Lawrence, KS, United States of America. Tel.: + 1-785-864-4670;
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DeRosa C, Weaver SD, Wang CW, Schuster-Little N, Whelan RJ. Simultaneous N-Deglycosylation and Digestion of Complex Samples on S-Traps Enables Efficient Glycosite Hypothesis Generation. ACS Omega 2023; 8:4410-4418. [PMID: 36743002 PMCID: PMC9893465 DOI: 10.1021/acsomega.2c08071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/10/2023] [Indexed: 06/18/2023]
Abstract
N-linked glycosylation is an important post-translational modification that is difficult to identify and quantify in traditional bottom-up proteomics experiments. Enzymatic deglycosylation of proteins by peptide:N-glycosidase F (PNGase F) prior to digestion and subsequent mass spectrometry analysis has been shown to improve coverage of various N-linked glycopeptides, but the inclusion of this step may add up to a day to an already lengthy sample preparation process. An efficient way to integrate deglycosylation with bottom-up proteomics would be a valuable contribution to the glycoproteomics field. Here, we demonstrate a proteomics workflow in which deglycosylation and proteolytic digestion of samples occur simultaneously using suspension trapping (S-Trap). This approach adds no time to standard digestion protocols. Applying this sample preparation strategy to a human serum sample, we demonstrate improved identification of potential N-glycosylated peptides in deglycosylated samples compared with non-deglycosylated samples, identifying 156 unique peptides that contain the N-glycosylation motif (asparagine-X-serine/threonine), the deamidation modification characteristic of PNGase F, and an increase in peptide intensity over a control sample. We expect that this rapid sample preparation strategy will assist in the identification and quantification of both known and potential glycoproteins. Data are available via ProteomeXchange with the identifier PXD037921.
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Affiliation(s)
- Christine
M. DeRosa
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
| | - Simon D. Weaver
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
- Integrated
Biomedical Sciences Graduate Program, University
of Notre Dame, Notre Dame, Indiana 46656, United States
| | - Chien-Wei Wang
- Department
of Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
| | | | - Rebecca J. Whelan
- Department
of Chemistry, University of Kansas, Lawrence, Kansas 66047, United States
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7
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Weaver SD, Schuster-Little N, Whelan RJ. Preparative capillary electrophoresis (CE) fractionation of protein digests improves protein and peptide identification in bottom-up proteomics. Anal Methods 2022; 14:1103-1110. [PMID: 35175250 PMCID: PMC9210495 DOI: 10.1039/d1ay02145a] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Reversed-phase liquid chromatography (RPLC) is widely used to reduce sample complexity prior to mass spectrometry (MS) analysis in bottom-up proteomics. Improving peptide separation in complex samples enables lower-abundance proteins to be identified. Multidimensional separations that combine orthogonal separation modes improve protein and peptide identifications over RPLC alone. Here we report a preparative capillary electrophoresis (CE) fractionation method that combines CE and RPLC separations. Using this method, we demonstrate improved protein and peptide identification in a tryptic digest of E. coli cell lysate, with 132 ± 33% more protein identifications and 185 ± 65% more peptide identifications over non-fractionated samples. Fractionation enables detection of lower-abundance proteins in this complex sample. We demonstrate improved coverage of ovarian cancer biomarker MUC16 isolated from conditioned cell media, with 6.73% sequence coverage using CE fractionation compared to 2.74% coverage without preparative fractionation. This new method will allow researchers performing bottom-up proteomics to harness the advantages of CE separations while using widely available LC-MS/MS instrumentation.
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Affiliation(s)
- Simon D Weaver
- Integrated Biomedical Sciences Graduate Program, University of Notre Dame, Notre Dame, IN, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA.
| | - Naviya Schuster-Little
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA.
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA.
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8
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Sherman L, Finley MD, Borsari RK, Schuster-Little N, Strausser SL, Whelan RJ, Jenkins DM, Camden JP. N-Heterocyclic Carbene Ligand Stability on Gold Nanoparticles in Biological Media. ACS Omega 2022; 7:1444-1451. [PMID: 35036806 PMCID: PMC8756590 DOI: 10.1021/acsomega.1c06168] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 12/07/2021] [Indexed: 05/26/2023]
Abstract
The ability to functionalize gold nanoparticle surfaces with target ligands is integral to developing effective nanosystems for biomedical applications, ranging from point-of-care diagnostic devices to site-specific cancer therapies. By forming strong covalent bonds with gold, thiol functionalities can easily link molecules of interest to nanoparticle surfaces. Unfortunately, thiols are inherently prone to oxidative degradation in many biologically relevant conditions, which limits their broader use as surface ligands in commercial assays. Recently, N-heterocyclic carbene (NHC) ligands emerged as a promising alternative to thiols since initial reports demonstrated their remarkable stability against ligand displacement and stronger metal-ligand bonds. This work explores the long-term stability of NHC-functionalized gold nanoparticles suspended in five common biological media: phosphate-buffered saline, tris-glycine potassium buffer, tris-glycine potassium magnesium buffer, cell culture media, and human serum. The NHCs on gold nanoparticles were probed with surface-enhanced Raman spectroscopy (SERS) and X-ray photoelectron spectroscopy (XPS). SERS is useful for monitoring the degradation of surface-bound species because the resulting vibrational modes are highly sensitive to changes in ligand adsorption. Our measurements indicate that imidazole-based NHCs remain stable on gold nanoparticles over the 21 days of examination in all tested environments, with no observed change in the molecule's SERS signature, XPS response, or UV-vis plasmon band.
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Affiliation(s)
- Lindy
M. Sherman
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
| | - Matthew D. Finley
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
| | - Rowan K. Borsari
- Department
of Chemistry, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Naviya Schuster-Little
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
| | - Shelby L. Strausser
- Department
of Chemistry, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Rebecca J. Whelan
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
| | - David M. Jenkins
- Department
of Chemistry, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Jon P. Camden
- Department
of Chemistry and Biochemistry, University
of Notre Dame, Notre
Dame, Indiana 46556, United States
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9
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Schuster-Little N, Fritz-Klaus R, Etzel M, Patankar N, Javeri S, Patankar MS, Whelan RJ. Affinity-free enrichment and mass spectrometry analysis of the ovarian cancer biomarker CA125 (MUC16) from patient-derived ascites. Analyst 2021; 146:85-94. [PMID: 33141132 DOI: 10.1039/d0an01701a] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Developing a mass spectrometry-based assay for the ovarian cancer biomarker CA125 (MUC16) is a desirable goal, because it may enable detection of molecular regions that are not recognized by antibodies and are therefore analytically silent in the current immunoassay. Additionally, the ability to characterize the CA125 proteoforms expressed by individuals may offer clinical insight. Enrichment of CA125 from malignant ascites may provide a high-quality source of this important ovarian cancer biomarker, but a reliable strategy for such enrichment is currently lacking. Beginning with crude ascites isolated from three individual patients with high grade serous ovarian cancer, we enriched for MUC16 using filtration, ion exchange, and size exclusion chromatography and then performed bottom-up proteomics on the isolated proteins. This approach of enrichment and analysis reveals that the peptides detected via mass spectrometry map to the SEA domain and C-loop regions within the tandem repeat domains of CA125 and that peptide abundance correlates with clinical CA125 counts.
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Affiliation(s)
- Naviya Schuster-Little
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA.
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10
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Weaver SD, Whelan RJ. Characterization of DNA aptamer-protein binding using fluorescence anisotropy assays in low-volume, high-efficiency plates. Anal Methods 2021; 13:1302-1307. [PMID: 33533761 DOI: 10.1039/d0ay02256j] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Aptamers have many useful attributes including specific binding to molecular targets. After aptamers are identified, their target binding must be characterized. Fluorescence anisotropy (FA) is one technique that can be used to characterize affinity and to optimize aptamer-target interactions. Efforts to make FA assays more efficient by reducing assay volume and time from mixing to measurement may save time and resources by minimizing consumption of costly reagents. Here, we use thrombin and two thrombin-binding aptamers as a model system to show that plate-based FA experiments can be performed in volumes as low as 2 μL per well with 20 minute incubations with minimal loss in assay precision. We demonstrate that the aptamer-thrombin interaction is best modelled with the Hill equation, indicating cooperative binding. The miniaturization of this assay has implications in drug development, as well as in the efficiency of aptamer selection workflows by allowing for higher throughput aptamer analysis.
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Affiliation(s)
- Simon D Weaver
- Integrated Biomedical Sciences Graduate Program, University of Notre Dame, Notre Dame, IN, USA
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, USA.
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11
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Garvin MC, Schijf J, Kaufman SR, Konow C, Liang D, Nigra AE, Stracker NH, Whelan RJ, Wiles GC. A survey of trace metal burdens in increment cores from eastern cottonwood (Populus deltoides) across a childhood cancer cluster, Sandusky County, OH, USA. Chemosphere 2020; 238:124528. [PMID: 31425869 DOI: 10.1016/j.chemosphere.2019.124528] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 08/04/2019] [Accepted: 08/05/2019] [Indexed: 06/10/2023]
Abstract
A dendrochemical study of cottonwood trees (Populus deltoides) was conducted across a childhood cancer cluster in eastern Sandusky County (Ohio, USA). The justification for this study was that no satisfactory explanation has yet been put forward, despite extensive local surveys of aerosols, groundwater, and soil. Concentrations of eight trace metals were measured by ICP-MS in microwave-digested 5-year sections of increment cores, collected during 2012 and 2013. To determine whether the onset of the first cancer cases could be connected to an emergence of any of these contaminants, cores spanning the period 1970-2009 were taken from 51 trees of similar age, inside the cluster and in a control area to the west. The abundance of metals in cottonwood tree annual rings served as a proxy for their long-term, low-level accumulation from the same sources whereby exposure of the children may have occurred. A spatial analysis of cumulative metal burdens (lifetime accumulation in the tree) was performed to search for significant 'hotspots', employing a scan statistic with a mask of variable radius and center. For Cd, Cr, and Ni, circular hotspots were found that nearly coincide with the cancer cluster and are similar in size. No hotspots were found for Co, Cu, and Pb, while As and V were largely below method detection limits. Whereas our results do not implicate exposure to metals as a causative factor, we conclude that, after 1970, cottonwood trees have accumulated more Cd, Cr, and Ni, inside the childhood cancer cluster than elsewhere in Sandusky County.
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Affiliation(s)
- Mary C Garvin
- Oberlin College, Department of Biology, 119 Woodland St., Oberlin, OH, 44074, USA
| | - Johan Schijf
- University of Maryland Center for Environmental Science, Chesapeake Biological Laboratory, P.O. Box 38, Solomons, MD, 20688, USA.
| | - Sonya R Kaufman
- Oberlin College, Department of Biology, 119 Woodland St., Oberlin, OH, 44074, USA
| | - Courtney Konow
- Oberlin College, Department of Biology, 119 Woodland St., Oberlin, OH, 44074, USA
| | - Dong Liang
- University of Maryland Center for Environmental Science, Chesapeake Biological Laboratory, P.O. Box 38, Solomons, MD, 20688, USA
| | - Anne E Nigra
- Columbia University Mailman School of Public Health, Department of Environmental Health Sciences, 722 West 168th St., New York, NY, 10032, USA
| | - Norberth H Stracker
- Johns Hopkins University School of Medicine, Division of Infectious Diseases, 1830 East Monument St., Room 442, Baltimore, MD, 21287, USA
| | - Rebecca J Whelan
- University of Notre Dame, Department of Chemistry and Biochemistry, 140D McCourtney Hall, Notre Dame, IN, 46556, USA
| | - Gregory C Wiles
- The College of Wooster, Department of Earth Sciences, 944 College Hall, Wooster, OH, 44691, USA
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12
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Garvin MC, Austin A, Boyer K, Gefke M, Wright C, Pryor Y, Soble A, Whelan RJ. Attraction of Culex pipiens to House Sparrows Is Influenced by Host Age but Not Uropygial Gland Secretions. Insects 2018; 9:insects9040127. [PMID: 30257467 PMCID: PMC6315329 DOI: 10.3390/insects9040127] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 09/21/2018] [Accepted: 09/22/2018] [Indexed: 11/16/2022]
Abstract
Culex pipiens serves as the endemic vector of West Nile virus (WNV) in eastern North America, where house sparrows (HOSP, Passer domesticus) serve as a reservoir host. We tested the hypotheses that: (1) Attraction of Cx. pipiens to HOSP is influenced by bird age and (2) that age-specific variation in chemical profiles of bird uropygial gland secretions informs this choice. We conducted mosquito choice trials in an olfactometer and found that Cx. pipiens were more often attracted to adult sparrows over nestlings, however, they demonstrated no preference for adults over fledglings. Using gas chromatography-mass spectrometry we observed age-specific differences in the semi-volatile chemical profiles of house sparrow uropygial gland secretions. Contrary to our hypothesis, we found no significant difference in mosquito feeding preference between the secretions of adults and those of either nestlings or fledglings. We suggest that other chemical cues influence the feeding preference of Cx. pipiens, either independently of uropygial gland secretions, or synergistically with them.
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Affiliation(s)
- Mary C Garvin
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
| | - Amy Austin
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074, USA.
| | - Kevin Boyer
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
| | - Madeleine Gefke
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
| | | | - Yemko Pryor
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
| | - Anah Soble
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA.
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074, USA.
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA.
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13
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Garvin MC, Austin AL, Stracker NH, Slowinski SP, Rutter JE, Butler M, Michel M, Whelan RJ. Attraction of Culex pipiens to uropygial gland secretions does not explain feeding preference for American robins. J Vector Ecol 2018; 43:110-116. [PMID: 29757510 DOI: 10.1111/jvec.12290] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Accepted: 01/21/2018] [Indexed: 06/08/2023]
Abstract
Culex pipiens, the endemic mosquito vector of West Nile virus in eastern North America, is responsible for maintenance of the virus in avian reservoir hosts, the most important of which appears to be the American robin. One reason for the greater involvement of robins is believed to be the feeding preference of Cx. pipiens, however, the basis of this preference is not understood. We tested the hypothesis that the species-specific chemical profile of avian uropygial gland secretions are used by Cx. pipiens as cues to locate birds and, therefore, may contribute to the observed feeding preferences. We used gas chromatography-mass spectrometry to identify the semi-volatile components of the uropygial gland secretions of American robins and two other common reservoir host species, the house sparrow and European starling. We found that the chemical composition of the robin secretions was different from those of the sparrows and starlings. Through behavioral choice trials conducted in a dual-port olfactometer, we also found that Cx. pipiens did not prefer the secretions of robins over the other two species. Surprisingly, however, we found that Cx pipiens were more often attracted to live starlings over robins and to the secretions of starlings over those of robins.
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Affiliation(s)
- Mary C Garvin
- Department of Biology, Oberlin College, Oberlin OH 44074, U.S.A
| | - Amy L Austin
- Department of Biology, Oberlin College, Oberlin OH 44074, U.S.A
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074, U.S.A
| | | | | | - Jordan E Rutter
- Department of Biology, Oberlin College, Oberlin OH 44074, U.S.A
| | - Maxwell Butler
- Department of Biology, Oberlin College, Oberlin OH 44074, U.S.A
| | - Megan Michel
- Department of Biology, Oberlin College, Oberlin OH 44074, U.S.A
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074, U.S.A
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Mears KS, Markus DL, Ogunjimi O, Whelan RJ. Experimental and mathematical evidence that thrombin-binding aptamers form a 1 aptamer:2 protein complex. Aptamers (Oxf) 2018; 2:64-73. [PMID: 34414355 PMCID: PMC8372783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
The thrombin-binding 15mer and 29mer ssDNA aptamers are a widely used model system. Despite their ubiquity, controversies persist regarding the nature of the aptamer-protein interactions. Reported affinities vary widely; the role of metal ions in binding is unclear; the structure of the complex is contested. We interrogated the effects of instrument, buffer, and mathematical model on apparent affinities of thrombin aptamers for their target. Instrumental method had a pronounced effect on affinity constants for the 15mer and marginal effect the apparent affinity of the 29mer. Buffer composition and ionic environment did not have significant effects. Affinity probe capillary electrophoresis experiments revealed distinct peaks from samples of 29mer aptamer and thrombin, supporting the model of a 1 aptamer:2 protein complex. Fits to high quality data with five mathematical models further support this stoichiometry, as the binding of both aptamers was best described by the Hill equation with Hill coefficients > 1. Our results indicate that the instrumental method and mathematical model influence apparent affinity of thrombin aptamers and that both aptamers bind thrombin in a 1 aptamer: 2 protein stoichiometry through an induced fit mechanism.
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Affiliation(s)
- Kepler S Mears
- Department of Chemistry and Biochemistry, Oberlin College, USA
| | - Daniel L Markus
- Department of Chemistry and Biochemistry, Oberlin College, USA
| | | | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, Oberlin College, USA,Department of Chemistry and Biochemistry, University of Notre Dame, USA,Correspondence to: Rebecca Whelan, , Tel: +574-631-1853, Fax: 574-631-6652
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15
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Pires T, Narovec CM, Whelan RJ. Effects of Cationic Proteins on Gold Nanoparticle/Aptamer Assays. ACS Omega 2017; 2:8222-8226. [PMID: 29214237 PMCID: PMC5709777 DOI: 10.1021/acsomega.7b01336] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Accepted: 11/07/2017] [Indexed: 06/07/2023]
Abstract
Gold nanoparticles (AuNPs) and aptamers are compelling building blocks for analytical assays with desired attributes of selectivity and sensitivity and may theoretically form the basis of instrument-free color-changing assays for any target against which a DNA aptamer has been selected. However, assays for proteins based on these components may be subject to significant interferences from the interaction of proteins with nanoparticles. We found that for three representative protein/aptamer systems-thrombin, apolipoprotein E, and platelet-derived growth factor-pH-dependent aggregation occurred, even in the absence of the aptamer, to differing extents. This effect is most pronounced when proteins display net surface charge (i.e., when pH < pI) but can even be observed at pH = pI when the protein retains regions of positive charge. These interactions of AuNPs and cationic regions on proteins may present an important limitation on the development of AuNP-based analytical assays.
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Kapur A, Felder M, Fass L, Kaur J, Czarnecki A, Rathi K, Zeng S, Osowski KK, Howell C, Xiong MP, Whelan RJ, Patankar MS. Abstract AP15: MODULATION OF OXIDATIVE STRESS AND SUBSEQUENT INDUCTION OF APOPTOSIS AND ENDOPLASMIC RETICULUM STRESS ALLOWS CITRAL TO DECREASE CANCER CELL PROLIFERATION. Clin Cancer Res 2017. [DOI: 10.1158/1557-3265.ovcasymp16-ap15] [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] [Indexed: 11/16/2022]
Abstract
Abstract
The monoterpenoid, citral, when delivered through PEG-b-PCL nanoparticles inhibits in vivo growth of 4T1 breast tumors. Here, we show that citral inhibits proliferation of multiple human cancer cell lines. In p53 expressing ECC-1 and OVCAR-3 but not in p53-deficient SKOV-3 cells, citral induces G1/S cell cycle arrest and apoptosis as determined by Annexin V staining and increased cleaved caspase3 and Bax and decreased Bcl-2. In SKOV-3 cells, citral induces the ER stress markers CHOP, GADD45, EDEM, ATF4, Hsp90, ATG5, and phospho-eIF2α. The molecular chaperone 4-phenylbutyric acid attenuates citral activity in SKOV-3 but not in ECC-1 and OVCAR-3 cells. In p53-expressing cells, citral increases phosphorylation of serine-15 of p53. Activation of p53 increases Bax, PUMA, and NOXA expression. Inhibition of p53 by pifithrin-α, attenuates citral-mediated apoptosis. Citral increases intracellular oxygen radicals and this leads to activation of p53. Inhibition of gluthatione synthesis by L-buthionine sulfoxamine increased potency of citral. Pretreatment with N-acetylcysteine decreases phosphorylation of p53 in citral-treated ECC-1 and OVCAR-3. These results define a p53-dependent, and in the absence of p53, ER stress-dependent mode of action of citral. This study indicates that citral in PEG-b-PCL nanoparticle formulation should be considered for treatment of breast and other tumors.
Citation Format: Arvinder Kapur, Mildred Felder, Lucas Fass, Justanjot Kaur, Austin Czarnecki, Kavya Rathi, San Zeng, Kathryn Kalady Osowski, Colin Howell, May P. Xiong, Rebecca J. Whelan, Manish S. Patankar. MODULATION OF OXIDATIVE STRESS AND SUBSEQUENT INDUCTION OF APOPTOSIS AND ENDOPLASMIC RETICULUM STRESS ALLOWS CITRAL TO DECREASE CANCER CELL PROLIFERATION [abstract]. In: Proceedings of the 11th Biennial Ovarian Cancer Research Symposium; Sep 12-13, 2016; Seattle, WA. Philadelphia (PA): AACR; Clin Cancer Res 2017;23(11 Suppl):Abstract nr AP15.
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Affiliation(s)
- Arvinder Kapur
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - Mildred Felder
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - Lucas Fass
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - Justanjot Kaur
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - Austin Czarnecki
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - Kavya Rathi
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
| | - San Zeng
- 2School of Pharmacy, University of Wisconsin–Madison, Madison, Wisconsin 53705-2222, USA
| | | | - Colin Howell
- 3Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44704
| | - May P. Xiong
- 2School of Pharmacy, University of Wisconsin–Madison, Madison, Wisconsin 53705-2222, USA
| | - Rebecca J. Whelan
- 3Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44704
| | - Manish S. Patankar
- 1Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188
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17
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Scoville DJ, Uhm TKB, Shallcross JA, Whelan RJ. Selection of DNA Aptamers for Ovarian Cancer Biomarker CA125 Using One-Pot SELEX and High-Throughput Sequencing. J Nucleic Acids 2017; 2017:9879135. [PMID: 28280637 PMCID: PMC5322571 DOI: 10.1155/2017/9879135] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Accepted: 01/16/2017] [Indexed: 11/17/2022] Open
Abstract
CA125 is a mucin glycoprotein whose concentration in serum correlates with a woman's risk of developing ovarian cancer and also indicates response to therapy in diagnosed patients. Accurate detection of this large, complex protein in patient samples is of great clinical relevance. We suggest that powerful new diagnostic tools may be enabled by the development of nucleic acid aptamers with affinity for CA125. Here, we report on our use of One-Pot SELEX to isolate single-stranded DNA aptamers with affinity for CA125, followed by high-throughput sequencing of the selected oligonucleotides. This data-rich approach, combined with bioinformatics tools, enabled the entire selection process to be characterized. Using fluorescence anisotropy and affinity probe capillary electrophoresis, the binding affinities of four aptamer candidates were evaluated. Two aptamers, CA125_1 and CA125_12, both without primers, were found to bind to clinically relevant concentrations of the protein target. Binding was differently influenced by the presence of Mg2+ ions, being required for binding of CA125_1 and abrogating binding of CA125_12. In conclusion, One-Pot SELEX was found to be a promising selection method that yielded DNA aptamers to a clinically important protein target.
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Affiliation(s)
- Delia J. Scoville
- Department of Chemistry and Biochemistry, Oberlin College, 119 Woodland Street, Oberlin, OH 44074, USA
| | - Tae Kyu Brian Uhm
- Department of Chemistry and Biochemistry, Oberlin College, 119 Woodland Street, Oberlin, OH 44074, USA
| | - Jamie A. Shallcross
- Department of Chemistry and Biochemistry, Oberlin College, 119 Woodland Street, Oberlin, OH 44074, USA
| | - Rebecca J. Whelan
- Department of Chemistry and Biochemistry, Oberlin College, 119 Woodland Street, Oberlin, OH 44074, USA
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18
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Kapur A, Felder M, Fass L, Kaur J, Czarnecki A, Rathi K, Zeng S, Osowski KK, Howell C, Xiong MP, Whelan RJ, Patankar MS. Modulation of oxidative stress and subsequent induction of apoptosis and endoplasmic reticulum stress allows citral to decrease cancer cell proliferation. Sci Rep 2016; 6:27530. [PMID: 27270209 PMCID: PMC4897611 DOI: 10.1038/srep27530] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Accepted: 05/13/2016] [Indexed: 12/17/2022] Open
Abstract
The monoterpenoid, citral, when delivered through PEG-b-PCL nanoparticles inhibits in vivo growth of 4T1 breast tumors. Here, we show that citral inhibits proliferation of multiple human cancer cell lines. In p53 expressing ECC-1 and OVCAR-3 but not in p53-deficient SKOV-3 cells, citral induces G1/S cell cycle arrest and apoptosis as determined by Annexin V staining and increased cleaved caspase3 and Bax and decreased Bcl-2. In SKOV-3 cells, citral induces the ER stress markers CHOP, GADD45, EDEM, ATF4, Hsp90, ATG5, and phospho-eIF2α. The molecular chaperone 4-phenylbutyric acid attenuates citral activity in SKOV-3 but not in ECC-1 and OVCAR-3 cells. In p53-expressing cells, citral increases phosphorylation of serine-15 of p53. Activation of p53 increases Bax, PUMA, and NOXA expression. Inhibition of p53 by pifithrin-α, attenuates citral-mediated apoptosis. Citral increases intracellular oxygen radicals and this leads to activation of p53. Inhibition of glutathione synthesis by L-buthionine sulfoxamine increases potency of citral. Pretreatment with N-acetylcysteine decreases phosphorylation of p53 in citral-treated ECC-1 and OVCAR-3. These results define a p53-dependent, and in the absence of p53, ER stress-dependent mode of action of citral. This study indicates that citral in PEG-b-PCL nanoparticle formulation should be considered for treatment of breast and other tumors.
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Affiliation(s)
- Arvinder Kapur
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - Mildred Felder
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - Lucas Fass
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - Justanjot Kaur
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - Austin Czarnecki
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - Kavya Rathi
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
| | - San Zeng
- School of Pharmacy, University of Wisconsin-Madison, Madison, Wisconsin 53705-2222, USA
| | | | - Colin Howell
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44704, USA
| | - May P Xiong
- School of Pharmacy, University of Wisconsin-Madison, Madison, Wisconsin 53705-2222, USA
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44704, USA
| | - Manish S Patankar
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI-53792-6188, USA
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Whelan RJ, Kapur A, Felder M, Shallcross J, Patankar MS. Abstract B42: Identification of nucleic acid aptamers for ovarian cancer biomarkers using multiple selection modes and high-throughput sequencing. Clin Cancer Res 2016. [DOI: 10.1158/1557-3265.ovca15-b42] [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] [Indexed: 11/16/2022]
Abstract
Abstract
Nucleic acid-based affinity probes that specifically recognize ovarian cancer biomarkers in serum may serve as the basis of novel blood tests, whereas use of these affinity probes to direct payloads to tumor-associated markers may enable theranostic and imaging applications. Herein, we report our ongoing efforts to identify nucleic acid aptamers through the SELEX (Systematic Evolution of Ligands by Exponential Enrichment) process. We use the cell-SELEX method to identify single-stranded DNA aptamers to serve as affinity probes for the ovarian cancer markers MUC16 and mesothelin, using cell lines that express these proteins as the target. Further, we have conducted in-vitro selection using purified CA125 and HE4, in separate experiments, as the targets. In all cases, selective pressures are introduced to evolve the initially randomized population of oligonucleotides into a selected sub-population with affinity for the target of interest. The process concludes with sequencing of the oligonucleotides comprising the selected population on an Illumina platform, a high-throughput technology that reveals the sequence information of tens of millions of oligonucleotides, a dramatic improvement over the 10s to 100s of sequences identified by conventional cloning and sequencing. Mining this abundant sequence information has required the development of bioinformatics tools that identify the most promising aptamers for subsequent testing. We have generated a bioinformatics pipeline, using a combination of existing open-source computational tools and a new script to calculate enrichment. We have made this script available through GitHub. Concluding the aptamer selection process with high-throughput sequencing enables the entirety of the selection process, and not only its endpoint, to be characterized. This characterization enabled us to test the following hypotheses: (1) Enrichment of sequences in response to the selective pressures is more important than the abundance of sequences, particularly if the initial “random” pool is sub-optimally randomized; (2) Aptamers belonging to sequence clusters are more likely to display affinity for their targets than “orphan” sequences; (3) An aptamer that is selected against—decreasing its abundance in response to selective pressure—is an effective negative control. We find that biases in as-synthesized “random” libraries can be significant, both in nucleotide abundance and in sequence over-representation. Enriched sequences are more likely to be effective target binders than abundant sequences that result from synthesis or amplification bias. Sequences that are selected against do not display affinity for the target and therefore are effective controls. We acknowledge support from the National Institutes of Health.
Citation Format: Rebecca J. Whelan, Arvinder Kapur, Mildred Felder, Jamie Shallcross, Manish S. Patankar. Identification of nucleic acid aptamers for ovarian cancer biomarkers using multiple selection modes and high-throughput sequencing. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Ovarian Cancer Research: Exploiting Vulnerabilities; Oct 17-20, 2015; Orlando, FL. Philadelphia (PA): AACR; Clin Cancer Res 2016;22(2 Suppl):Abstract nr B42.
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Whelan RJ, Kapur A, Felder M, Shallcross J, Nie J, Patankar MS. Abstract POSTER-THER-1429: Selection of DNA aptamers for an ovarian cancer cell line using high-throughput sequencing. Clin Cancer Res 2015. [DOI: 10.1158/1557-3265.ovcasymp14-poster-ther-1429] [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] [Indexed: 11/16/2022]
Abstract
Abstract
Humanized antibodies have been extensively investigated as therapeutic as well as diagnostic agents. While the antigen specificity offered by antibodies makes them very attractive for such theranostic applications, their large-scale synthesis can be challenging and expensive. We are therefore investigating alternate strategies to develop agents that can be used for in vivo monitoring as well as for treatment of epithelial ovarian tumors. One approach is to develop Single Stranded DNA aptamers that selectively bind to ovarian cancer cells. The ssDNA aptamers can be synthesized using template-driven or de novo chemical synthetic approaches to manufacture agents at a large scale and low cost. The challenge however, is to develop aptamers that are specific to ovarian cancer cells. In the current study, we report a streamlined approach that incorporates the cell-based Systematic Evolution of Ligands by Exponential Enrichment (cell-SELEX) with DNASeq technology to select aptamers that recognize ovarian cancer cells. An ssDNA aptamer library composed of ~1015 sequences was subjected to ten iterative rounds of selection against the ovarian cancer cell line OVCAR-3. Aptamers from each round were amplified by asymmetric PCR and subjected to high-throughput sequencing. Eight ssDNA aptamers enriched through the selection process were identified by DNASeq and subsequent bioinformatics analysis and their selectivity and affinity for OVCAR-3 cells was determined by flow cytometry. Two of these aptamers (Apt-1 and Apt-8) showed significant binding to OVCAR-3 cells with Kd of 24 and 28 nM, respectively. Secondary structure analysis using mfold indicated that Apt-1 and Apt-8 had defined secondary structures resulting from ordered base pairing of the ssDNA. The inclusion of high-throughput sequencing techniques has therefore allowed rapid identification of theranostic aptamers from an large randomized library of ssDNA sequences. Our ongoing experiments are focused on coupling of the ovarian cancer cell-specific ssDNA aptamers to contrast agents or cytotoxic drugs. The ssDNA aptamers coupled to contrast agents are specifically being investigated for in vivo imaging of ovarian cancer masses in the peritoneum whereas the aptamers coupled to drugs can be used for the treatment of ovarian cancer.
Citation Format: Rebecca J. Whelan, Arvinder Kapur, Mildred Felder, Jamie Shallcross, Jeff Nie, Manish S. Patankar. Selection of DNA aptamers for an ovarian cancer cell line using high-throughput sequencing [abstract]. In: Proceedings of the 10th Biennial Ovarian Cancer Research Symposium; Sep 8-9, 2014; Seattle, WA. Philadelphia (PA): AACR; Clin Cancer Res 2015;21(16 Suppl):Abstract nr POSTER-THER-1429.
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Affiliation(s)
- Rebecca J. Whelan
- †Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074
| | - Arvinder Kapur
- ‡Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792
| | - Mildred Felder
- ‡Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792
| | - Jamie Shallcross
- †Department of Chemistry and Biochemistry, Oberlin College, Oberlin OH 44074
| | - Jeff Nie
- §Morgridge Institute for Research, University of Wisconsin-Madison, Madison, WI 53715
| | - Manish S. Patankar
- ‡Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792
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21
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Mohan HM, Mullan D, McDermott F, Whelan RJ, O'Donnell C, Winter DC. Saving lives, limbs and livelihoods: considerations in restructuring a national trauma service. Ir J Med Sci 2014; 184:659-66. [PMID: 25481642 DOI: 10.1007/s11845-014-1234-9] [Citation(s) in RCA: 5] [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] [Received: 09/24/2014] [Accepted: 11/22/2014] [Indexed: 01/11/2023]
Abstract
STUDY HYPOTHESIS Level 1 trauma centers reduce mortality and improve functional outcomes in major trauma. Despite this, many countries, including Ireland, do not have officially designated major trauma centers (MTC). This study aimed to examine international trauma systems, and determine how to "best fit" trauma care in a small country (Ireland) to international models. METHODS The literature was reviewed to examine international models of trauma systems. An estimate of Irish trauma burden and distribution was made using data from the Road Safety Authority (RSA) on serious or fatal RTAs. Models of a restructured trauma service were constructed and compared with international best practice. RESULTS Internationally, a major trauma center surrounded by a regional trauma network has emerged as the gold standard in trauma care. In Ireland, there are no nationally coordinated trauma networks and care is provided by 26 acute hospitals with a mean distance to hospital from RTAs of 20.6 km ± 15.6. Based on our population, Ireland needs two Level 1 MTCs (in the two areas of major population density in the east and south), with robust surrounding trauma networks including Level 2 or 3 trauma centers. With this model, the estimated mean number of cases per Level 1 MTC per year would be 628, with a mean distance to MTC of 80.5 ± 59.2 km, (maximum distance 263.5 km). CONCLUSION Clearly designated and adequately resourced MTCs with trauma networks are needed to improve trauma outcomes, with concomitant investment in pre-hospital infrastructure.
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Affiliation(s)
- H M Mohan
- Department of Surgery, St Vincent's University Hospital, Elm Park, Dublin, 4, Ireland,
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22
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Felder M, Kapur A, Gonzalez-Bosquet J, Horibata S, Heintz J, Albrecht R, Fass L, Kaur J, Hu K, Shojaei H, Whelan RJ, Patankar MS. MUC16 (CA125): tumor biomarker to cancer therapy, a work in progress. Mol Cancer 2014; 13:129. [PMID: 24886523 PMCID: PMC4046138 DOI: 10.1186/1476-4598-13-129] [Citation(s) in RCA: 312] [Impact Index Per Article: 31.2] [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: 01/17/2014] [Accepted: 05/13/2014] [Indexed: 12/21/2022] Open
Abstract
Over three decades have passed since the first report on the expression of CA125 by ovarian tumors. Since that time our understanding of ovarian cancer biology has changed significantly to the point that these tumors are now classified based on molecular phenotype and not purely on histological attributes. However, CA125 continues to be, with the recent exception of HE4, the only clinically reliable diagnostic marker for ovarian cancer. Many large-scale clinical trials have been conducted or are underway to determine potential use of serum CA125 levels as a screening modality or to distinguish between benign and malignant pelvic masses. CA125 is a peptide epitope of a 3-5 million Da mucin, MUC16. Here we provide an in-depth review of the literature to highlight the importance of CA125 as a prognostic and diagnostic marker for ovarian cancer. We focus on the increasing body of literature describing the biological role of MUC16 in the progression and metastasis of ovarian tumors. Finally, we consider previous and on-going efforts to develop therapeutic approaches to eradicate ovarian tumors by targeting MUC16. Even though CA125 is a crucial marker for ovarian cancer, the exact structural definition of this antigen continues to be elusive. The importance of MUC16/CA125 in the diagnosis, progression and therapy of ovarian cancer warrants the need for in-depth research on the biochemistry and biology of this mucin. A renewed focus on MUC16 is likely to culminate in novel and more efficient strategies for the detection and treatment of ovarian cancer.
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Affiliation(s)
- Mildred Felder
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Arvinder Kapur
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | | | - Sachi Horibata
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Joseph Heintz
- Department of Animal Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Ralph Albrecht
- Department of Animal Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Lucas Fass
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Justanjyot Kaur
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Kevin Hu
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44074, USA
| | - Hadi Shojaei
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
| | - Rebecca J Whelan
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44074, USA
| | - Manish S Patankar
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI 53792, USA
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Roberts DG, Ottewell KM, Whelan RJ, Ayre DJ. Is the post-disturbance composition of a plant population determined by selection for outcrossed seedlings or by the composition of the seedbank? Heredity (Edinb) 2013; 112:409-14. [PMID: 24281549 DOI: 10.1038/hdy.2013.119] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Revised: 09/27/2013] [Accepted: 10/08/2013] [Indexed: 11/09/2022] Open
Abstract
Seedbanks are expected to buffer populations against disturbances, such as fire, that could alter the genetic composition of smaller, ephemeral adult populations. However, seedling genotypes may be influenced by the spatially heterogeneous nature of both the seedbank and the disturbance (for example, germination may vary with local disturbance) and also by selection acting on germination and post-germination performance. We used microsatellite-DNA surveys of seedlings emerging from the soil-stored seedbanks of Grevillea macleayana after wildfire to compare diversity and spatial structure in seedlings and adults, and through resampling of the seedling data set, to determine whether the resultant adult population reflected the effects of selection or random seedling mortality. The large post-fire seedling cohorts captured the full allelic diversity of the pre-fire adult population. However, we found a mismatch in the genotypic structure of adults and seedlings. Seedlings displayed larger heterozygous deficits than adults; however, over the ensuing 11 years, seedling heterozygosity eventually matched values for the pre-fire adults. Increasing heterozygosity among adults has generally been attributed to heterosis and/or reduction in Wahlund effects via self-thinning. Resampling of early post-fire seedlings to generate samples of equivalent size to survivors at 11 years showed that increases in heterozygosity must be driven by selection favouring outcrossed seed. This finding is important in an evolutionary context but also has implications for the restoration of natural or managed populations where a seedbank is a viable source of recruits.
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Affiliation(s)
- D G Roberts
- Institute for Conservation Biology and Environmental Management, School of Biological Sciences, University of Wollongong, Wollongong, NSW, Australia
| | - K M Ottewell
- 1] Institute for Conservation Biology and Environmental Management, School of Biological Sciences, University of Wollongong, Wollongong, NSW, Australia [2] Department of Parks and Wildlife, WA Conservation Science Centre, Bentley, WA, Australia
| | - R J Whelan
- Institute for Conservation Biology and Environmental Management, School of Biological Sciences, University of Wollongong, Wollongong, NSW, Australia
| | - D J Ayre
- Institute for Conservation Biology and Environmental Management, School of Biological Sciences, University of Wollongong, Wollongong, NSW, Australia
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Liu Y, Whelan RJ, Pattnaik BR, Ludwig KD, Landeros RV, Subudhi E, Rowland H, Claussen N, Zucker N, Uppal S, Kushner DM, Felder M, Patankar MS, Kapur AK. Abstract 2246: Steam distilled ginger extract inhibits endometrial cancer cell proliferation by activating P53 and causing apoptosis. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-2246] [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] [Indexed: 11/16/2022]
Abstract
Abstract
Phenolic compounds present in dry ginger powder or solvent extracts of ginger roots induce cell cycle arrest and apoptosis in skin, breast, prostate, colon, and ovarian cancer cells. Another class of bioactive compounds, the terpenes, can be isolated by steam distillation of the ginger rhizomes. In this study, we examine the anti-cancer properties of Steam Distilled Ginger Extracts (SDGE) on endometrial cancer cells.
SDGE at an IC-50 of 1.5 micrograms/ml inhibited the proliferation of two endometrial cancer cell lines, ECC-1 and Ishikawa. Decreased proliferation of Ishikawa and ECC-1 cells was a direct result of SDGE-induced-apoptosis as demonstrated by Annexin V FITC staining and increased expression of cleaved caspase 3. GC-MS analysis allowed us to identify 22 distinct terpenes in SDGE. Gingerols and other non-terpene phenolic compounds were not present in SDGE. Neral and Geranial constituted 25-35% of the total SDGE terpenes and were found to inhibit endometrial cancer cell proliferation. On the other hand, camphene and α-pinene, which together constitute 10% of SDGE, showed no effect on the proliferation of ECC-1 and Ishikawa cells. SDGE at concentrations as low as 25 nanograms/ml caused a rapid increase in intracellular calcium levels and an approximate decrease of 20% in the mitochondrial membrane potential. Ser-15 of p53 was phosphorylated after a 15 minute treatment of the cancer cells with SDGE (250 nanograms/ml). This activation of p53 was associated with a 90% decrease in Bcl2, whereas no effect was observed on Bax. Pifithrin-α, an inhibitor of p53, attenuated the anti-cancer effects of SDGE that result from apoptosis. In addition, SDGE (1.5 microgram/ml) was unable to induce apoptosis in the p53-negative ovarian cancer cell line, SKOV3. Our data therefore indicates that specific terpenes present in SDGE are highly efficient in controlling the growth of p53-expressing cancer cells. We therefore propose that SDGE and its constituent bioactive terpenes should be further investigated as anti-cancer agents.
Citation Format: Yang Liu, Rebecca J. Whelan, Bikash R. Pattnaik, Kai David Ludwig, Rosalina V. Landeros, Enkateswar Subudhi, Helen Rowland, Nicholas Claussen, Noah Zucker, Shitanshu Uppal, David M. Kushner, Mildred Felder, Manish S. Patankar, Arvinder K. Kapur. Steam distilled ginger extract inhibits endometrial cancer cell proliferation by activating P53 and causing apoptosis. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 2246. doi:10.1158/1538-7445.AM2013-2246
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Affiliation(s)
- Yang Liu
- 1University of Wisconsin, Madison, WI
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Liu Y, Whelan RJ, Pattnaik BR, Ludwig K, Subudhi E, Rowland H, Claussen N, Zucker N, Uppal S, Kushner DM, Felder M, Patankar MS, Kapur A. Terpenoids from Zingiber officinale (Ginger) induce apoptosis in endometrial cancer cells through the activation of p53. PLoS One 2012; 7:e53178. [PMID: 23300887 PMCID: PMC3534047 DOI: 10.1371/journal.pone.0053178] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Accepted: 11/26/2012] [Indexed: 12/13/2022] Open
Abstract
Novel strategies are necessary to improve chemotherapy response in advanced and recurrent endometrial cancer. Here, we demonstrate that terpenoids present in the Steam Distilled Extract of Ginger (SDGE) are potent inhibitors of proliferation of endometrial cancer cells. SDGE, isolated from six different batches of ginger rhizomes, consistently inhibited proliferation of the endometrial cancer cell lines Ishikawa and ECC-1 at IC(50) of 1.25 µg/ml. SDGE also enhanced the anti-proliferative effect of radiation and cisplatin. Decreased proliferation of Ishikawa and ECC-1 cells was a direct result of SDGE-induced apoptosis as demonstrated by FITC-Annexin V staining and expression of cleaved caspase 3. GC/MS analysis identified a total of 22 different terpenoid compounds in SDGE, with the isomers neral and geranial constituting 30-40%. Citral, a mixture of neral and geranial inhibited the proliferation of Ishikawa and ECC-1 cells at an IC(50) 10 µM (2.3 µg/ml). Phenolic compounds such as gingerol and shogaol were not detected in SDGE and 6-gingerol was a weaker inhibitor of the proliferation of the endometrial cancer cells. SDGE was more effective in inducing cancer cell death than citral, suggesting that other terpenes present in SDGE were also contributing to endometrial cancer cell death. SDGE treatment resulted in a rapid and strong increase in intracellular calcium and a 20-40% decrease in the mitochondrial membrane potential. Ser-15 of p53 was phosphorylated after 15 min treatment of the cancer cells with SDGE. This increase in p53 was associated with 90% decrease in Bcl2 whereas no effect was observed on Bax. Inhibitor of p53, pifithrin-α, attenuated the anti-cancer effects of SDGE and apoptosis was also not observed in the p53(neg) SKOV-3 cells. Our studies demonstrate that terpenoids from SDGE mediate apoptosis by activating p53 and should be therefore be investigated as agents for the treatment of endometrial cancer.
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Affiliation(s)
- Yang Liu
- Department of Obstetrics and Gynecology, Shandong University, Qi Lu Hospital, Ji Nan, China
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Rebecca J. Whelan
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, Ohio, United States of America
| | - Bikash R. Pattnaik
- Department of Pediatrics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Kai Ludwig
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Enkateswar Subudhi
- Center for Biotechnology, Siksha O Anusandhan University, Bhubaneswar, India
| | - Helen Rowland
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Nick Claussen
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Noah Zucker
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Shitanshu Uppal
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - David M. Kushner
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Mildred Felder
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Manish S. Patankar
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Arvinder Kapur
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
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Field DL, Ayre DJ, Whelan RJ, Young AG. Patterns of hybridization and asymmetrical gene flow in hybrid zones of the rare Eucalyptus aggregata and common E. rubida. Heredity (Edinb) 2011; 106:841-53. [PMID: 21063438 PMCID: PMC3186239 DOI: 10.1038/hdy.2010.127] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2010] [Revised: 08/17/2010] [Accepted: 09/06/2010] [Indexed: 11/09/2022] Open
Abstract
The patterns of hybridization and asymmetrical gene flow among species are important for understanding the processes that maintain distinct species. We examined the potential for asymmetrical gene flow in sympatric populations of Eucalyptus aggregata and Eucalyptus rubida, both long-lived trees of southern Australia. A total of 421 adults from three hybrid zones were genotyped with six microsatellite markers. We used genealogical assignments, admixture analysis and analyses of spatial genetic structure and spatial distribution of individuals, to assess patterns of interspecific gene flow within populations. A high number of admixed individuals were detected (13.9-40% of individuals), with hybrid populations consisting of F(1) and F(2) hybrids and backcrosses in both parental directions. Across the three sites, admixture proportions were skewed towards the E. aggregata genetic cluster (x=0.56-0.65), indicating that backcrossing towards E. aggregata is more frequent. Estimates of long-term migration rates also indicate asymmetric gene flow, with higher migration rates from E. aggregata to hybrids compared with E. rubida. Taken together, these results indicate a greater genetic input from E. aggregata into the hybrid populations. This asymmetry probably reflects differences in style lengths (E. rubida: ~7 mm, E. aggregata: ~4 mm), which can prevent pollen tubes of smaller-flowered species from fertilizing larger-flowered species. However, analyses of fine-scale genetic structure suggest that localized seed dispersal (<40 m) and greater clustering between hybrid and E. aggregata individuals may also contribute to directional gene flow. Our study highlights that floral traits and the spatial distributions of individuals can be useful predictors of the directionality of interspecific gene flow in plant populations.
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Affiliation(s)
- D L Field
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Ontario, Canada.
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Shaw CL, Rutter JE, Austin AL, Garvin MC, Whelan RJ. Volatile and semivolatile compounds in gray catbird uropygial secretions vary with age and between breeding and wintering grounds. J Chem Ecol 2011; 37:329-39. [PMID: 21424249 DOI: 10.1007/s10886-011-9931-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [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: 01/13/2011] [Revised: 02/16/2011] [Accepted: 03/02/2011] [Indexed: 11/26/2022]
Abstract
The uropygial secretions of some bird species contain volatile and semivolatile compounds that are hypothesized to serve as chemical signals. The abundance of secretion components varies with age and season, although these effects have not been investigated in many species. We used solid-phase microextraction headspace sampling and solvent extraction coupled with gas chromatography-mass spectrometry to detect and identify volatile and semivolatile chemical compounds in uropygial secretions of gray catbirds (Dumetella carolinensis). We identified linear and branched saturated carboxylic acids from acetic (C2) through hexacosanoic (C26); linear alcohols from decanol (C10) through docosanol (C22); one aromatic aldehyde; one monounsaturated carboxylic acid; two methyl ketones; and a C28 ester. We tested for the effect of age on signal strength and found that juvenile birds produced greater amounts of volatile C4 through C7 acids and semivolatile C20 through C26 acids, although the variation among individuals was large. Adult birds displayed small concentrations and minimal individual variation among volatile compounds, but produced significantly higher levels of long-chain linear alcohols than juvenile birds. We tested for the effects of season/location by sampling adult catbirds at their Ohio breeding grounds and at their Florida wintering grounds and found that the heaviest carboxylic acids are significantly more abundant in secretions from birds sampled during winter at the Florida site, whereas methyl ketones are more abundant in birds sampled during summer on the Ohio breeding grounds. We observed no effect of sex on semivolatile compounds, but we found a significant effect of sex on levels of carboxylic acids (C4 through C7) for juvenile birds only.
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Affiliation(s)
- Clara L Shaw
- Department of Chemistry and Biochemistry, Oberlin College, Oberlin, OH 44074, USA
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Whelan RJ, Levin TC, Owen JC, Garvin MC. Short-chain carboxylic acids from gray catbird (Dumetella carolinensis) uropygial secretions vary with testosterone levels and photoperiod. Comp Biochem Physiol B Biochem Mol Biol 2010; 156:183-8. [DOI: 10.1016/j.cbpb.2010.03.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2009] [Revised: 03/15/2010] [Accepted: 03/18/2010] [Indexed: 10/19/2022]
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Usher AV, Whelan RJ, Ayre DJ. Window of opportunity: an episode of recruitment in a Banksia hybrid zone demonstrates continuing hybridization and phenotypic plasticity. Ann Bot 2010; 105:419-29. [PMID: 20142262 PMCID: PMC2826261 DOI: 10.1093/aob/mcq001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
BACKGROUND AND AIMS In perennial plants (especially post-fire resprouters), extant populations may reflect recruitment events in the distant past. This is true of hybrid zones formed by two Banksia species of swamps and woodlands in south-eastern Australia, Banksia robur and B. oblongifolia. Both resprout after fire but recruitment is dependent on periodic fires. Although plants of intermediate morphology have also been identified as hybrids using allozyme markers, the extent of ongoing hybridization is unknown. This study investigates whether both microsatellite markers and morphological measurements can be used to distinguish between the two species and their hybrids. A recent recruitment event and microsatellite markers allow the frequency of ongoing hybridization to be estimated, and also the effects of environmental variation on the morphology of plants and seedlings to be tested. METHODS Variation at seven microsatellite loci was scored and seven leaf characteristics within putatively pure stands and mixed stands of both species were measured, revealing that the two species were genetically and morphologically distinct and that mixed stands also contained genetically and sometimes morphologically distinct hybrids. An opportunity created by wildfires was used to analyse the genetics and morphometrics of adults and seedlings from two hybrid zones. KEY RESULTS Approximately 9 % of adults and 21 % of seedlings were identified as genetic hybrids in both hybrid zones. Within these sites, the genotype of mature plants correlated well with morphology, except for some hybrid plants that had parental morphology. However, seedling morphology was highly variable and insufficient to describe the composition of the hybrid zone in this cohort. Greater phenotypic plasticity was evident among seedlings growing within the hybrid zones than seedlings growing in pots. CONCLUSIONS The hybrid zones are complex and the range of genotypes detected in seedlings reveals both continuing hybridization and introgression.
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Affiliation(s)
- A V Usher
- School of Biological Sciences, University of Wollongong, Wollongong, NSW 2522, Australia.
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Yang P, Whelan RJ, Mao Y, Lee AWM, Carter-Su C, Kennedy RT. Multiplexed Detection of Protein−Peptide Interaction and Inhibition Using Capillary Electrophoresis. Anal Chem 2006; 79:1690-5. [PMID: 17297974 DOI: 10.1021/ac061936e] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.1] [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: 11/30/2022]
Abstract
High-speed capillary electrophoresis (CE) was employed to detect binding and inhibition of SH2 domain proteins using fluorescently labeled phosphopeptides as affinity probes. Single SH2 protein-phosphopeptide complexes were detected and confirmed by competition and fluorescence anisotropy. The assay was then extended to a multiplexed system involving separation of three SH2 domain proteins: Src, SH2-Bbeta, and Fyn. The selectivity of the separation was improved by altering the charge of the peptide binding partners used, thus demonstrating a convenient way to control resolution for the multiplexed assay. The separation was completed within 6 s, allowing rapidly dissociating complexes to be detected. Two low molecular weight inhibitors were tested for inhibition selectivity and efficacy. One inhibitor interrupted binding interaction of all three proteins, while the other selectively inhibited Src only leaving SH2-Bbeta and Fyn complex barely affected. IC(50) of both selective and nonselective inhibitors were determined and compared for different proteins. The IC(50) of the nonselective inhibitor was 49 +/- 9, 323 +/- 42, and 228 +/- 19 microM (n = 3) for Src, SH2-Bbeta, and Fyn, respectively, indicating different efficacy of the nonselective inhibitor for different SH2 domain protein. It is concluded that high-speed CE has the potential for multiplexed screening of drugs that disrupt protein-protein interactions.
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Affiliation(s)
- Peilin Yang
- Department of Chemistry, University of Michigan, 930 North University, Ann Arbor, Michigan 48109-1055, USA
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Yang P, Whelan RJ, Jameson EE, Kurzer JH, Argetsinger LS, Carter-Su C, Kabir A, Malik A, Kennedy RT. Capillary Electrophoresis and Fluorescence Anisotropy for Quantitative Analysis of Peptide−Protein Interactions Using JAK2 and SH2-Bβ as a Model System. Anal Chem 2005; 77:2482-9. [PMID: 15828784 DOI: 10.1021/ac048307u] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [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: 11/29/2022]
Abstract
Fluorescence anisotropy capillary electrophoresis (FACE) and affinity probe capillary electrophoresis (APCE) with laser-induced fluorescence detection were evaluated for analysis of peptide-protein interactions with rapid binding kinetics. The Src homology 2 domain of protein SH2-Bbeta (SH2-Bbeta (525-670)) and a tyrosine-phosphorylated peptide corresponding to the binding sequence of JAK2 were used as a model system. For peptide labeled with fluorescein, the K(d) = 82 +/- 7 nM as measured by fluorescence anisotropy (FA). APCE assays had a limit of detection (LOD) of 100 nM or 12 amol injected for SH2-Bbeta (525-670). The separation time of 4 s, achieved using an electric field of 2860 V/cm on 7-cm-long capillaries, was on the same time scale as complex dissociation allowing K(d) (101 +/- 12 nM in good agreement with FA measurements) and dissociation rate (k(off) = 0.95 +/- 0.02 s(-)(1) corresponding to a half-life of 0.73 s) to be determined. This measurement represents a 30-fold higher rate of complex dissociation than what had previously been measurable by nonequilibrium CE analysis of equilibrium mixtures. Using FACE, the protein was detected with an LOD of 300 nM or 7.5 fmol injected. FACE was not used for determining K(d) or k(off); however, this method provided better separation resolution for multiple forms of the protein than APCE. Both methods were found suitable for analysis of cell lysate. These results demonstrate that FACE and APCE may be useful complements to existing techniques for exploring binding interactions with rapid kinetics.
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Affiliation(s)
- Peilin Yang
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, USA
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Llorens TM, Ayre DJ, Whelan RJ. Evidence for ancient genetic subdivision among recently fragmented populations of the endangered shrub Grevillea caleyi (Proteaceae). Heredity (Edinb) 2005; 92:519-26. [PMID: 15014427 DOI: 10.1038/sj.hdy.6800444] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [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: 11/09/2022] Open
Abstract
The genetic effects of population fragmentation cannot be interpreted without understanding the underlying pattern of genetic variation resulting from historic population processes. We used AFLP markers to determine genetic structure and distribution of genetic diversity among populations of an endangered Australian shrub Grevillea caleyi (Proteaceae). Populations that occurred historically on four ridges have new been fragmented to varying degrees, producing some large, relatively pristine populations and very small populations consisting of fewer than 10 adult plants. We found marked population genetic structure (65.9% of genetic variation was among populations) and a significant relationship between genetic and geographic distance (rm=0.564, P=0.004). However, only 14% of overall genetic differentiation was attributable to variation among ridges, compared with 52% among populations within ridges. Moreover, genetic diversity within samples of plants did not vary with either population size or degree of isolation. Thus, the present genetic structure of populations is probably almost entirely the product of historical events. Fine-scale structuring within populations prior to fragmentation may have been caused by limited seed and pollen dispersal, despite a complex suite of (mostly avian) pollinators, and a mixed mating system that allows a large amount of selfing. The combined effects of adult longevity and a soil-stored seed bank may have buffered the recently fragmented populations against the effects of dramatic reductions in numbers of adult plants.
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Affiliation(s)
- T M Llorens
- Department of Biological Sciences, Institute for Conservation Biology, University of Wollongong NSW 2522, Australia
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Abstract
A novel approach to detecting affinity interactions that combines fluorescence anisotropy with capillary electrophoresis (FACE) was developed. In the method, sample is injected into a capillary filled with buffer that contains a fluorescent probe that possesses low fluorescence anisotropy. If proteins or other large molecules in the sample bind the fluorescent probe, their migration through the capillary can be detected as a positive anisotropy shift. Thus, the method provides both separation and confirmation of binding to the probe. Calculations based on combining the Perrin equation and dissociation constant were used to predict the effect of conditions on aniostropy detection. These calculations predict that low probe concentrations yield the best sensitivity while higher concentrations increase the dynamic range for detection of binding partner. The assay was applied to detection of G proteins using BODIPY FL GTPgammaS as the fluorescent probe. Experimental measurements exhibited trends in anisotropy with varying probe and protein concentrations that were consistent with the calculations. The limit of detection for G(alphai1) was 3 nM when the electrophoresis buffer contained 250 nM BODIPY FL GTPgammaS. FACE affinity assay is envisioned as a method that can quantify selected binding partners and screen complex samples for compounds that possess affinity for a particular small molecule that is used as a probe.
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Affiliation(s)
- Rebecca J Whelan
- Department of Chemistry and Department of Pharmacology, University of Michigan, Ann Arbor, Michigan 48109, USA
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Abstract
A single-cell detector is described that combines the natural signal amplification of whole-cell biosensors with the flexibility and specificity of immunological recognition. An immune cell that expresses receptors for the constant region of immunoglobulin G (IgG) is loaded with a Ca(2+)-indicating dye and with antibodies directed against the protein of interest. Introduction of a multivalent protein antigen causes cross-linking of the receptors, which results in a detectable increase in the concentration of cytosolic Ca(2+). Some immune cell lines respond to stimulation with oscillations in their cytosolic Ca(2+) levels that complicate their use as detectors. The human monocytic cell line U-937, when treated with the cytokine interferon-gamma, produces a large, short-lived Ca(2+) signal in response to cross-linking of its high-affinity IgG receptors. U-937 was therefore chosen for development as an immunity-based detector. Human and rabbit antibodies are found to effectively stimulate the cell, causing a prompt and transient response. The cell is able to respond to repeated stimulation, though the response diminishes during rapid stimulation. Ovalbumin can be detected in micromolar concentrations. Possible fundamental constraints on the size of a detectable analyte are discussed.
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Affiliation(s)
- Rebecca J Whelan
- Department of Chemistry, Stanford University, Stanford, CA 94305-5080, USA
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Abstract
We have developed a novel microfluidic device constructed from poly(dimethylsiloxane) using multilayer soft lithography technology for the analysis of single cells. The microfluidic network enables the passive and gentle separation of a single cell from the bulk cell suspension, and integrated valves and pumps enable the precise delivery of nanoliter volumes of reagents to that cell. Various applications are demonstrated, including cell viability assays, ionophore-mediated intracellular Ca2+ flux measurements, and multistep receptor-mediated Ca2+ measurements. These assays, and others, are achieved with significant improvements in reagent consumption, analysis time, and temporal resolution over macroscale alternatives.
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Affiliation(s)
- Aaron R Wheeler
- Department of Chemistry, Stanford University, Stanford, California 94305-5080, USA
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England PR, Whelan RJ, Ayre DJ. Effects of seed bank disturbance on the fine-scale genetic structure of populations of the rare shrub Grevillea macleayana. Heredity (Edinb) 2003; 91:475-80. [PMID: 14576740 DOI: 10.1038/sj.hdy.6800308] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [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: 11/09/2022] Open
Abstract
Dispersal in most plants is mediated by the movement of seeds and pollen, which move genes across the landscape differently. Grevillea macleayana is a rare, fire-dependent Australian shrub with large seeds lacking adaptations for dispersal; yet it produces inflorescences adapted to pollination by highly mobile vertebrates (eg birds). Interpreting fine-scale genetic structure in the light of these two processes is confounded by the recent imposition of anthropogenic disturbances with potentially contrasting genetic consequences: (1) the unusual foraging behaviour of exotic honeybees and 2. widespread disturbance of the soil-stored seedbank by road building and quarrying. To test for evidence of fine-scale genetic structure within G. macleayana populations and to test the prediction that such structure might be masked by disturbance of the seed bank, we sampled two sites in undisturbed habitat and compared their genetic structure with two sites that had been strongly affected by road building using a test for spatial autocorrelation of genotypes. High selfing levels inferred from genotypes at all four sites implies that pollen dispersal is limited. Consistent with this, we observed substantial spatial clustering of genes at 10 m or less in the two undisturbed populations and argue that this reflects the predicted effects of both high selfing levels and limited seed dispersal. In contrast, at the two sites disturbed by road building, spatial autocorrelation was weak. This suggests there has been mixing of the seed bank, counteracting the naturally low dispersal and elevated selfing due to honeybees. Pollination between near neighbours with reduced relatedness potentially has fitness consequences for G. macleayana in disturbed sites.
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Affiliation(s)
- P R England
- Institute for Conservation Biology, Department of Biological Sciences, University of Wollongong, NSW 2522, Australia.
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Abstract
A miniaturized surface plasmon resonance sensor has been used as an on-line detector for capillary electrophoresis separations. The capillary was modified slightly to shield the sensor electronics from the high voltages applied during the separation. A three-component mixture of high refractive index materials was separated and detected at the millimolar level by an untreated gold-sensing surface. A simple protein immobilization procedure was used to functionalize the surface for selective protein detection. A hybrid buffer system was developed, in which both the deposition of immobilized protein layers and the electrophoretic delivery of protein analytes were optimized. The detection system has a reproducibility of 15%, a dynamic range of 3 orders of magnitude, and a detection limit for IgG of 2 fmol.
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Affiliation(s)
- Rebecca J Whelan
- Department of Chemistry, Stanford University, Stanford, California 94305-5080, USA
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Abstract
G-protein-coupled receptors (GPCRs) mediate the majority of cellular responses to hormones and neurotransmitters. They are the largest family of receptors in the human genome and constitute the largest class of targets for drug discovery. To facilitate studies of GPCR activation and interactions with other proteins, we developed a simple method to immobilize a functional, detergent-solubilized GPCR on gold and glass surfaces. The beta(2) adrenergic receptor (beta(2)AR), a prototypical GPCR, was purified and labeled with a reporter fluorophore at a conformationally sensitive site. The detergent-soluble fluorescent beta(2)AR was immobilized through its amino-terminal FLAG epitope on a surface layered with biotinylated bovine serum albumin, avidin, and biotinylated M1 antibody. Agonist activation of the beta(2)AR was monitored in real time by fluorescence microscopy. This approach will make it possible to study conformational dynamics of single immobilized receptors and to generate arrays of functional GPCRs for novel high-throughput screening strategies.
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Affiliation(s)
- Lars Neumann
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305-5345, USA
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39
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Whelan RJ, Wohland T, Neumann L, Huang B, Kobilka BK, Zare RN. Analysis of biomolecular interactions using a miniaturized surface plasmon resonance sensor. Anal Chem 2002; 74:4570-6. [PMID: 12236371 DOI: 10.1021/ac025669y] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.1] [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: 11/30/2022]
Abstract
A commercially available miniaturized surface plasmon resonance sensor has been investigated for its applicability to biological interaction analysis. The sensor was found to exhibit excellent repeatability and linearity for high-refractive index solutions and good reproducibility for the binding of proteins. Its detection limit for the monoclonal antibody M1 was found to be 2.1 fmol, which corresponds to a surface concentration of 21 pg/mm2. Simple surface immobilization procedures relying on biotin/avidin or glycoprotein/lectin chemistry have been explored. Equilibrium dissociation constants for the binding of the FLAG peptide to its monoclonal antibody (M1) and for the binding of concanavalin A to a glycoprotein have been determined. The close agreement of these measurements with values obtained by surface fluorescence microscopy and fluorescence correlation spectroscopy helps to validate the use of this device. Thus, this sensor shows promise as an inexpensive, portable, and accurate tool for bioanalytical applications in laboratory and clinical settings.
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40
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Affiliation(s)
- P R England
- Department of Biological Sciences, University of Wollongong, Australia.
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41
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Abstract
The pediatrician is often the first professional consulted when parents are concerned that their child might have a developmental disability. Current federal laws providing education and related services for the disabled have included the pediatrician as a participant in accessing services available to this population from birth through age 21. A review of the elements of these laws and how the pediatrician can take a more active role with the disabled population is presented, and case examples are cited.
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Affiliation(s)
- P Purvis
- Department of Behavioral Pediatrics, Children's Mercy Hospital, Kansas City, Missouri
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42
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Abstract
Native mammals have been implicated by various authors as visitors to flowers of Australian plants in both eastern and western Australia, but few data are available to allow an estimation of their potential as pollinators. In the present study, Antechinus stuartii, Petaurus breviceps and Rattus fuscipes were regularly trapped in flowering Banksia spinulosa. A few Cercartetus nanus were also captured. Individuals of all species carried pollen on their fur. Pollen loads were greater on mammals which had been in traps for short periods, which suggests that mammals will groom pollen from their fur if left longer in traps. Therefore, pollen loads on foraging mammals have probably been dramatically underestimated by previous authors, and their potential to effect pollination may have been greatly underestimated. Furthermore, significantly more pollen was removed from flowers of B. spinulosa at night than during the day, suggesting the importance of nocturnal pollinators at this site.
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43
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Bullock LM, Whelan RJ. Competencies needed by teachers of the emotionally disturbed and socially maladjusted: a comparison. Except Child 1971; 37:485-489. [PMID: 5573225 DOI: 10.1177/001440297103700701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Forty-seven teachers of emotionally disturbed children in a midwestern state completed an 88 item checklist, Teachers' Evaluation of Competencies, which was originally used in a study conducted by Mackie, Kvaraceus, and Williams. A comparison was made between the Mackie study and the present study regarding proficiencies and competencies valued by teachers. Four hypotheses and several corollaries were investigated and evaluated. Significant differences were found in all cases.
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44
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Abstract
This paper discusses behavior principles and techniques of behavior modification which may have implications for utilization in classrooms for exceptional children. Procedures for selection and application of consequences which accelerate or increase the frequency of appropriate behavior, and those which decelerate or decrease the frequency of inappropriate behavior are described. Disadvantages and dangers inherent in random, haphazard application of these principles are cited.
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