1
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Hidese S. Search for cerebrospinal fluid biomarkers in patients with major psychiatric disorders: Multiplex immunoassay findings and proximity extension assay prospects. Neuropsychopharmacol Rep 2024; 44:314-320. [PMID: 38686540 PMCID: PMC11144604 DOI: 10.1002/npr2.12439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/05/2024] [Accepted: 03/24/2024] [Indexed: 05/02/2024] Open
Abstract
Multiplex immunoassays have been developed to detect multiple proteins simultaneously and are used to search for biomarkers, including those present in major psychiatric disorders. This study aimed to review multiplex immunoassay studies on cerebrospinal fluid (CSF) biomarkers in patients with schizophrenia, bipolar disorder (BD), and major depressive disorder (MDD) and examine future research directions using improved proteomic techniques. According to the results of previous multiplex immunoassay studies, increased CSF IFN-β, IL-8, MCP-2, MMP-2, PAI-1, sICAM-1, and sVCAM-1 and decreased CSF ACE, APP, fibrinogen, and GDNF were observed in patients with schizophrenia, while CSF HGF and S100B were positively correlated with psychotic symptom and CSF IL-11, IL-29/IFN-λ1, and TSLP were negatively correlated. Increased CSF IFN-β and IL-1β and decreased CSF Aβ42, APP, IL-6, and NCAM-1 were observed, while CSF S100B was positively correlated with manic symptom in patients with BD. Increased CSF IL-4, MCP-1, MIP-1β, and MMP-2 were observed in patients with MDD, while CSF HGF and MMP-2 were positively correlated with depressive symptom and CSF IL-15 and MCP-1 were negatively correlated. However, signal cross-talk and cross-reactivity problems have been observed in previous studies using multiplex immunoassay. The proximity extension assay can be used to overcome cross-reactivity and enable ultrasensitive multiplexed detection and quantification of more than 1000 target proteins. However, proteomic studies using proximity extension assay technology in patients with schizophrenia, BD, or MDD are still scarce. Therefore, future high-quality proteomic studies are required to identify CSF biomarkers for larger sets of target proteins in patients with major psychiatric disorders.
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Affiliation(s)
- Shinsuke Hidese
- Department of PsychiatryTeikyo University School of MedicineTokyoJapan
- Department of Mental Disorder Research, National Center of Neurology and PsychiatryNational Institute of NeuroscienceKodaira, TokyoJapan
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2
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Abe K, Beer JC, Nguyen T, Ariyapala IS, Holmes TH, Feng W, Zhang B, Kuo D, Luo Y, Ma XJ, Maecker HT. Cross-Platform Comparison of Highly Sensitive Immunoassays for Inflammatory Markers in a COVID-19 Cohort. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2024; 212:1244-1253. [PMID: 38334457 PMCID: PMC10948291 DOI: 10.4049/jimmunol.2300729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/19/2024] [Indexed: 02/10/2024]
Abstract
A variety of commercial platforms are available for the simultaneous detection of multiple cytokines and associated proteins, often employing Ab pairs to capture and detect target proteins. In this study, we comprehensively evaluated the performance of three distinct platforms: the fluorescent bead-based Luminex assay, the proximity extension-based Olink assay, and a novel proximity ligation assay platform known as Alamar NULISAseq. These assessments were conducted on human serum samples from the National Institutes of Health IMPACC study, with a focus on three essential performance metrics: detectability, correlation, and differential expression. Our results reveal several key findings. First, the Alamar platform demonstrated the highest overall detectability, followed by Olink and then Luminex. Second, the correlation of protein measurements between the Alamar and Olink platforms tended to be stronger than the correlation of either of these platforms with Luminex. Third, we observed that detectability differences across the platforms often translated to differences in differential expression findings, although high detectability did not guarantee the ability to identify meaningful biological differences. Our study provides valuable insights into the comparative performance of these assays, enhancing our understanding of their strengths and limitations when assessing complex biological samples, as exemplified by the sera from this COVID-19 cohort.
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Affiliation(s)
- Koji Abe
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA 94305
| | | | - Tran Nguyen
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA 94305
| | | | - Tyson H. Holmes
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA 94305
| | - Wei Feng
- Alamar Biosciences, Inc., Fremont, CA 94538
| | | | - Dwight Kuo
- Alamar Biosciences, Inc., Fremont, CA 94538
| | - Yuling Luo
- Alamar Biosciences, Inc., Fremont, CA 94538
| | | | - Holden T. Maecker
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA 94305
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3
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Tsujimoto H, Hoshina A, Mae SI, Araoka T, Changting W, Ijiri Y, Nakajima-Koyama M, Sakurai S, Okita K, Mizuta K, Niwa A, Saito MK, Saitou M, Yamamoto T, Graneli C, Woollard KJ, Osafune K. Selective induction of human renal interstitial progenitor-like cell lineages from iPSCs reveals development of mesangial and EPO-producing cells. Cell Rep 2024; 43:113602. [PMID: 38237600 DOI: 10.1016/j.celrep.2023.113602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/13/2023] [Accepted: 12/05/2023] [Indexed: 03/02/2024] Open
Abstract
Recent regenerative studies using human pluripotent stem cells (hPSCs) have developed multiple kidney-lineage cells and organoids. However, to further form functional segments of the kidney, interactions of epithelial and interstitial cells are required. Here we describe a selective differentiation of renal interstitial progenitor-like cells (IPLCs) from human induced pluripotent stem cells (hiPSCs) by modifying our previous induction method for nephron progenitor cells (NPCs) and analyzing mouse embryonic interstitial progenitor cell (IPC) development. Our IPLCs combined with hiPSC-derived NPCs and nephric duct cells form nephrogenic niche- and mesangium-like structures in vitro. Furthermore, we successfully induce hiPSC-derived IPLCs to differentiate into mesangial and erythropoietin-producing cell lineages in vitro by screening differentiation-inducing factors and confirm that p38 MAPK, hypoxia, and VEGF signaling pathways are involved in the differentiation of mesangial-lineage cells. These findings indicate that our IPC-lineage induction method contributes to kidney regeneration and developmental research.
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Affiliation(s)
- Hiraku Tsujimoto
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Rege Nephro Co., Ltd., Med-Pharm Collaboration Building, Kyoto University, 46-29 Yoshidashimoadachi-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Azusa Hoshina
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Shin-Ichi Mae
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Toshikazu Araoka
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Wang Changting
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Yoshihiro Ijiri
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - May Nakajima-Koyama
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Satoko Sakurai
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Kazusa Okita
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Ken Mizuta
- Department of Anatomy and Cell Biology, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan
| | - Akira Niwa
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Megumu K Saito
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan
| | - Mitinori Saitou
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Department of Anatomy and Cell Biology, Graduate School of Medicine, Kyoto University, Kyoto 606-8501, Japan; Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto 606-8501, Japan
| | - Takuya Yamamoto
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto 606-8501, Japan; Medical-risk Avoidance based on iPS Cells Team, RIKEN Center for Advanced Intelligence Project (AIP), Kyoto 606-8507, Japan
| | - Cecilia Graneli
- BioPharmaceuticals R&D Cell Therapy, Research and Early Development, Cardiovascular, Renal and Metabolic (CVRM), BioPharmaceuticals R&D, AstraZeneca, 431 83 Gothenburg, Sweden
| | - Kevin J Woollard
- Bioscience Renal, Research and Early Development, Cardiovascular, Renal and Metabolic, BioPharmaceuticals R&D, AstraZeneca, Cambridge CB2 0AA, UK
| | - Kenji Osafune
- Center for iPS Cell Research and Application (CiRA), Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan.
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4
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Schulte S, Shin B, Rothenberg EV, Pierce NA. Multiplex, Quantitative, High-Resolution Imaging of Protein:Protein Complexes via Hybridization Chain Reaction. ACS Chem Biol 2024; 19:280-288. [PMID: 38232374 PMCID: PMC10877569 DOI: 10.1021/acschembio.3c00431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 11/18/2023] [Accepted: 12/11/2023] [Indexed: 01/19/2024]
Abstract
Signal amplification based on the mechanism of hybridization chain reaction (HCR) facilitates spatial exploration of gene regulatory networks by enabling multiplex, quantitative, high-resolution imaging of RNA and protein targets. Here, we extend these capabilities to the imaging of protein:protein complexes, using proximity-dependent cooperative probes to conditionally generate a single amplified signal if and only if two target proteins are colocalized within the sample. HCR probes and amplifiers combine to provide automatic background suppression throughout the protocol, ensuring that even if reagents bind nonspecifically in the sample, they will not generate amplified background. We demonstrate protein:protein imaging with a high signal-to-background ratio in human cells, mouse proT cells, and highly autofluorescent formalin-fixed paraffin-embedded (FFPE) human breast tissue sections. Further, we demonstrate multiplex imaging of three different protein:protein complexes simultaneously and validate that HCR enables accurate and precise relative quantitation of protein:protein complexes with subcellular resolution in an anatomical context. Moreover, we establish a unified framework for simultaneous multiplex, quantitative, high-resolution imaging of RNA, protein, and protein:protein targets, with one-step, isothermal, enzyme-free HCR signal amplification performed for all target classes simultaneously.
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Affiliation(s)
- Samuel
J. Schulte
- Division
of Biology and Biological Engineering, California
Institute of Technology, Pasadena, California 91125, United States
| | - Boyoung Shin
- Division
of Biology and Biological Engineering, California
Institute of Technology, Pasadena, California 91125, United States
| | - Ellen V. Rothenberg
- Division
of Biology and Biological Engineering, California
Institute of Technology, Pasadena, California 91125, United States
| | - Niles A. Pierce
- Division
of Biology and Biological Engineering, California
Institute of Technology, Pasadena, California 91125, United States
- Division
of Engineering and Applied Science, California
Institute of Technology, Pasadena, California 91125, United States
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5
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Du J, He JS, Wang R, Wu J, Yu X. Ultrasensitive reporter DNA sensors built on nucleic acid amplification techniques: Application in the detection of trace amount of protein. Biosens Bioelectron 2024; 243:115761. [PMID: 37864901 DOI: 10.1016/j.bios.2023.115761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 10/23/2023]
Abstract
The detection of protein is of great significance for the study of biological physiological function, early diagnosis of diseases and drug research. However, the sensitivity of traditional protein detection methods for detecting trace amount of proteins was relatively low. By integrating sensitive nucleic acid amplification techniques (NAAT) with protein detection methods, the detection limit of protein detection methods can be substantially improved. The DNA that can specifically bind to protein targets and convert protein signals into DNA signals is collectively referred to reporter DNA. Various NAATs have been used to establish NAAT-based reporter DNA sensors. And according to whether enzymes are involved in the amplification process, the NAAT-based reporter DNA sensors can be divided into two types: enzyme-assisted NAAT-based reporter DNA sensors and enzyme-free NAAT-based reporter DNA sensors. In this review, we will introduce the principles and applications of two types of NAAT-based reporter DNA sensors for detecting protein targets. Finally, the main challenges and application prospects of NAAT-based reporter DNA sensors are discussed.
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Affiliation(s)
- Jungang Du
- College of Biosystems Engineering and Food Science, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058, China; ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 311215, China
| | - Jin-Song He
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, 650201, China
| | - Rui Wang
- Human Phenome Institute, State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, 200438, China.
| | - Jian Wu
- College of Biosystems Engineering and Food Science, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058, China; ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 311215, China.
| | - Xiaoping Yu
- College of Life Sciences, China Jiliang University, Hangzhou, 310018, China.
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6
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Xia X, Jiang M, Lin C, Ke R. Visualization of Individual RNA Molecules by Proximity Ligation-Based Chromogenic In Situ Hybridization Assay. Methods Mol Biol 2024; 2822:143-156. [PMID: 38907917 DOI: 10.1007/978-1-0716-3918-4_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2024]
Abstract
RNA in situ hybridization reveals the abundance and location of gene expression in cells or tissues, providing a technical basis for the clinical diagnosis of diseases. In this chapter, we show a "V" shape probe-mediated single-molecule chromogenic in situ hybridization (vsmCISH) technique for bright-field visualization of individual RNA molecules. In our method, several pairs of target hybridization probes are hybridized to RNA molecules and each probe pair forms a "V" shape overhang. The overhang oligonucleotides then mediated the proximity ligation to form DNA circles, followed by rolling circle amplification for signal enhancement and enzyme-catalyzed chromogenic reaction-based readout. The colorimetric assay avoids problems such as photobleaching and autofluorescence of current fluorescent in situ hybridization-based single-molecule RNA detection techniques. Furthermore, the relatively straightforward protocol makes the method useful for biological research and clinical diagnosis applications.
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Affiliation(s)
- Xueqian Xia
- School of Medicine, Huaqiao University, Xiamen, Fujian, China
| | - Meng Jiang
- School of Medicine, Huaqiao University, Xiamen, Fujian, China
- College of Materials Science and Engineering, Huaqiao University, Xiamen, Fujian, China
| | - Chen Lin
- School of Medicine, Huaqiao University, Xiamen, Fujian, China
| | - Rongqin Ke
- School of Medicine, Huaqiao University, Xiamen, Fujian, China.
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7
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Sharma M, Mason AC, Dawson TR, Wente SR. Phosphorylation impacts GLE1 nuclear localization and association with DDX1. Adv Biol Regul 2023; 90:100990. [PMID: 37801910 DOI: 10.1016/j.jbior.2023.100990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 09/25/2023] [Indexed: 10/08/2023]
Abstract
Gle1 regulates gene expression at multiple steps from transcription to mRNA export to translation under stressed and non-stressed conditions. To better understand Gle1 function in stressed human cells, specific antibodies were generated that recognized the phosphorylation of threonine residue 102 (T102) in Gle1. A series of in vitro kinase assays indicated that T102 phosphorylation serves as a priming event for further phosphorylation in Gle1's N-terminal low complexity cluster. Indirect immunofluorescence microscopy with the anti-Gle1-pT102 antibodies revealed that basally phosphorylated Gle1 was pre-dominantly nuclear with punctate distribution; however, under sodium arsenite-induced stress, more cytoplasmic localization was detected. Immunoprecipitation with the anti-Gle1-pT102 antibody resulted in co-isolation of Gle1-pT102 with the DEAD-box protein DDX1 in a phosphatase sensitive manner. This suggested Gle1 phosphorylation might be linked to its role in regulating DDX1 during transcription termination. Notably, whereas the total Gle1-DDX1 association was decreased when Gle1 nucleocytoplasmic shuttling was disrupted, co-isolation of Gle1-pT102 and DDX1 increased under the same conditions. Taken together, these studies demonstrated that Gle1 phosphorylation impacts its cellular distribution and potentially drives nuclear Gle1 functions in transcription termination. We propose a model wherein phosphorylation of Gle1 either reduces its nucleocytoplasmic shuttling capacity or increases its binding affinity with nuclear interaction partners.
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Affiliation(s)
- Manisha Sharma
- Department of Cell and Development Biology, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Aaron C Mason
- Department of Cell and Development Biology, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - T Renee Dawson
- Department of Cell and Development Biology, School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Susan R Wente
- Department of Biology, and Biochemistry, Wake Forest University, Winston-Salem, NC, USA
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8
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Ponomarenko EA, Krasnov GS, Kiseleva OI, Kryukova PA, Arzumanian VA, Dolgalev GV, Ilgisonis EV, Lisitsa AV, Poverennaya EV. Workability of mRNA Sequencing for Predicting Protein Abundance. Genes (Basel) 2023; 14:2065. [PMID: 38003008 PMCID: PMC10671741 DOI: 10.3390/genes14112065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/03/2023] [Accepted: 11/07/2023] [Indexed: 11/26/2023] Open
Abstract
Transcriptomics methods (RNA-Seq, PCR) today are more routine and reproducible than proteomics methods, i.e., both mass spectrometry and immunochemical analysis. For this reason, most scientific studies are limited to assessing the level of mRNA content. At the same time, protein content (and its post-translational status) largely determines the cell's state and behavior. Such a forced extrapolation of conclusions from the transcriptome to the proteome often seems unjustified. The ratios of "transcript-protein" pairs can vary by several orders of magnitude for different genes. As a rule, the correlation coefficient between transcriptome-proteome levels for different tissues does not exceed 0.3-0.5. Several characteristics determine the ratio between the content of mRNA and protein: among them, the rate of movement of the ribosome along the mRNA and the number of free ribosomes in the cell, the availability of tRNA, the secondary structure, and the localization of the transcript. The technical features of the experimental methods also significantly influence the levels of the transcript and protein of the corresponding gene on the outcome of the comparison. Given the above biological features and the performance of experimental and bioinformatic approaches, one may develop various models to predict proteomic profiles based on transcriptomic data. This review is devoted to the ability of RNA sequencing methods for protein abundance prediction.
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Affiliation(s)
| | - George S. Krasnov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow 119991, Russia;
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9
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Bidoki NH, Zera KA, Nassar H, Drag LL, Mlynash M, Osborn E, Musabbir M, Kim DE, Paula Mendez M, Lansberg MG, Aghaeepour N, Buckwalter MS. Machine learning models of plasma proteomic data predict mood in chronic stroke and tie it to aberrant peripheral immune responses. Brain Behav Immun 2023; 114:144-153. [PMID: 37557961 PMCID: PMC10792657 DOI: 10.1016/j.bbi.2023.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 05/29/2023] [Accepted: 08/06/2023] [Indexed: 08/11/2023] Open
Abstract
Post-stroke depression is common, long-lasting and associated with severe morbidity and death, but mechanisms are not well-understood. We used a broad proteomics panel and developed a machine learning algorithm to determine whether plasma protein data can predict mood in people with chronic stroke, and to identify proteins and pathways associated with mood. We used Olink to measure 1,196 plasma proteins in 85 participants aged 25 and older who were between 5 months and 9 years after ischemic stroke. Mood was assessed with the Stroke Impact Scale mood questionnaire (SIS3). Machine learning multivariable regression models were constructed to estimate SIS3 using proteomics data, age, and time since stroke. We also dichotomized participants into better mood (SIS3 > 63) or worse mood (SIS3 ≤ 63) and analyzed candidate proteins. Machine learning models verified that there is indeed a relationship between plasma proteomic data and mood in chronic stroke, with the most accurate prediction of mood occurring when we add age and time since stroke. At the individual protein level, no single protein or set of proteins predicts mood. But by using univariate analyses of the proteins most highly associated with mood we produced a model of chronic post-stroke depression. We utilized the fact that this list contained many proteins that are also implicated in major depression. Also, over 80% of immune proteins that correlate with mood were higher with worse mood, implicating a broadly overactive immune system in chronic post-stroke depression. Finally, we used a comprehensive literature review of major depression and acute post-stroke depression. We propose that in chronic post-stroke depression there is over-activation of the immune response that then triggers changes in serotonin activity and neuronal plasticity leading to depressed mood.
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Affiliation(s)
- Neda H Bidoki
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Kristy A Zera
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA
| | - Huda Nassar
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Lauren L Drag
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Michael Mlynash
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Elizabeth Osborn
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Muhith Musabbir
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Da Eun Kim
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Maria Paula Mendez
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Maarten G Lansberg
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Nima Aghaeepour
- Department of Anesthesiology, Perioperative, & Pain Medicine, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Biomedical Data Sciences, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Pediatrics, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Marion S Buckwalter
- Department of Neurology and Neurological Sciences, Stanford University Medical Center, Palo Alto, CA 94305, USA; Stanford Stroke Recovery Program, Stanford University Medical Center, Stanford, CA 94305, USA; Department of Neurosurgery, Stanford University Medical Center, Stanford, CA 94305, USA.
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10
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Abe K, Beer JC, Nguyen T, Ariyapala IS, Holmes TH, Feng W, Zhang B, Kuo D, Luo Y, Ma XJ, Maecker HT. Cross-platform comparison of highly-sensitive immunoassays for inflammatory markers in a COVID-19 cohort 1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.24.563866. [PMID: 37961126 PMCID: PMC10634816 DOI: 10.1101/2023.10.24.563866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
A variety of commercial platforms are available for the simultaneous detection of multiple cytokines and associated proteins, often employing antibody pairs to capture and detect target proteins. In this study, we comprehensively evaluated the performance of three distinct platforms: the fluorescent bead-based Luminex assay, the proximity extension-based Olink assay, and a novel proximity ligation assay platform known as Alamar NULISAseq. These assessments were conducted on serum samples from the NIH IMPACC study, with a focus on three essential performance metrics: detectability, correlation, and differential expression. Our results reveal several key findings. Firstly, the Alamar platform demonstrated the highest overall detectability, followed by Olink and then Luminex. Secondly, the correlation of protein measurements between the Alamar and Olink platforms tended to be stronger than the correlation of either of these platforms with Luminex. Thirdly, we observed that detectability differences across the platforms often translated to differences in differential expression findings, although high detectability did not guarantee the ability to identify meaningful biological differences. Our study provides valuable insights into the comparative performance of these assays, enhancing our understanding of their strengths and limitations when assessing complex biological samples, as exemplified by the sera from this COVID-19 cohort.
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11
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Park YS, Choi S, Jang HJ, Yoo TH. Assay methods based on proximity-enhanced reactions for detecting non-nucleic acid molecules. Front Bioeng Biotechnol 2023; 11:1188313. [PMID: 37456730 PMCID: PMC10343955 DOI: 10.3389/fbioe.2023.1188313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/21/2023] [Indexed: 07/18/2023] Open
Abstract
Accurate and reliable detection of biological molecules such as nucleic acids, proteins, and small molecules is essential for the diagnosis and treatment of diseases. While simple homogeneous assays have been developed and are widely used for detecting nucleic acids, non-nucleic acid molecules such as proteins and small molecules are usually analyzed using methods that require time-consuming procedures and highly trained personnel. Recently, methods using proximity-enhanced reactions (PERs) have been developed for detecting non-nucleic acids. These reactions can be conducted in a homogeneous liquid phase via a single-step procedure. Herein, we review three assays based on PERs for the detection of non-nucleic acid molecules: proximity ligation assay, proximity extension assay, and proximity proteolysis assay.
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Affiliation(s)
- Ye Seop Park
- Department of Molecular Science and Technology, Ajou University, Suwon, Republic of Korea
| | - Sunjoo Choi
- Department of Molecular Science and Technology, Ajou University, Suwon, Republic of Korea
| | - Hee Ju Jang
- Department of Molecular Science and Technology, Ajou University, Suwon, Republic of Korea
| | - Tae Hyeon Yoo
- Department of Molecular Science and Technology, Ajou University, Suwon, Republic of Korea
- Department of Applied Chemistry and Biological Engineering, Ajou University, Suwon, Republic of Korea
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Stiglund N, Hagström H, Stål P, Cornillet M, Björkström NK. Dysregulated peripheral proteome reveals NASH-specific signatures identifying patient subgroups with distinct liver biology. Front Immunol 2023; 14:1186097. [PMID: 37342340 PMCID: PMC10277514 DOI: 10.3389/fimmu.2023.1186097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/22/2023] [Indexed: 06/22/2023] Open
Abstract
Background and aims Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. The prognosis may vary from simple steatosis to more severe outcomes such as nonalcoholic steatohepatitis (NASH), liver cirrhosis, and hepatocellular carcinoma. The understanding of the biological processes leading to NASH is limited and non-invasive diagnostic tools are lacking. Methods The peripheral immunoproteome in biopsy-proven NAFL (n=35) and NASH patients (n=35) compared to matched, normal-weight healthy controls (n=15) was studied using a proximity extension assay, combined with spatial and single cell hepatic transcriptome analysis. Results We identified 13 inflammatory serum proteins that, independent of comorbidities and fibrosis stage, distinguished NASH from NAFL. Analysis of co-expression patterns and biological networks further revealed NASH-specific biological perturbations indicative of temporal dysregulation of IL-4/-13, -10, -18, and non-canonical NF-kβ signaling. Of the identified inflammatory serum proteins, IL-18 and EN-RAGE as well as ST1A1 mapped to hepatic macrophages and periportal hepatocytes, respectively, at the single cell level. The signature of inflammatory serum proteins further permitted identification of biologically distinct subgroups of NASH patients. Conclusion NASH patients have a distinct inflammatory serum protein signature, which can be mapped to the liver parenchyma, disease pathogenesis, and identifies subgroups of NASH patients with altered liver biology.
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Affiliation(s)
- Natalie Stiglund
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Hannes Hagström
- Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Per Stål
- Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Martin Cornillet
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Niklas K. Björkström
- Center for Infectious Medicine, Department of Medicine Huddinge, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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Jiang M, Wei K, Li M, Lin C, Ke R. Single-molecule RNA in situ detection in clinical FFPE tissue sections by vsmCISH. RNA (NEW YORK, N.Y.) 2023; 29:836-846. [PMID: 36813533 PMCID: PMC10187679 DOI: 10.1261/rna.079482.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 02/05/2023] [Indexed: 05/18/2023]
Abstract
Although RNA plays a vital role in gene expression, it is less used as an in situ biomarker for clinical diagnostics than DNA and protein. This is mainly due to technical challenges caused by the low expression level and easy degradation of RNA molecules. To tackle this issue, methods that are sensitive and specific are needed. Here, we present an RNA single-molecule chromogenic in situ hybridization assay based on DNA probe proximity ligation and rolling circle amplification. When the DNA probes hybridize into close proximity to the RNA molecules, they form a V-shape structure and mediate the circularization of circle probes. Thus, our method was termed vsmCISH. We successfully applied our method to assess HER2 mRNA expression status in invasive breast cancer tissue and investigated the utility of albumin mRNA ISH for differentiating primary from metastatic liver cancer. The promising results on clinical samples indicate that our method has great potential for application in diagnosing diseases using RNA biomarkers.
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Affiliation(s)
- Meng Jiang
- School of Medicine, Huaqiao University, Quanzhou, Fujian, China
- College of Materials Science and Engineering, Huaqiao University, Xiamen, Fujian, China
| | - Kaipeng Wei
- Department of Pathology, The 910 Hospital, Quanzhou, Fujian, China
| | - Meiqing Li
- Department of Pathology, Women and Children's Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Chen Lin
- School of Medicine, Huaqiao University, Quanzhou, Fujian, China
| | - Rongqin Ke
- School of Medicine, Huaqiao University, Quanzhou, Fujian, China
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14
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Bedin F, Benoit V, Ferrazzi E, Aufradet E, Boulet L, Rubens A, Dalbon P, Imbaud P. Procalcitonin detection in human plasma specimens using a fast version of proximity extension assay. PLoS One 2023; 18:e0281157. [PMID: 36795693 PMCID: PMC9934411 DOI: 10.1371/journal.pone.0281157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 01/13/2023] [Indexed: 02/17/2023] Open
Abstract
An exciting trend in clinical diagnostics is the development of easy-to-use, minimally invasive assays for screening and prevention of disease at the point of care. Proximity Extension Assay (PEA), an homogeneous, dual-recognition immunoassay, has proven to be sensitive, specific and convenient for detection or quantitation of one or multiple analytes in human plasma. In this paper, the PEA principle was applied to the detection of procalcitonin (PCT), a widely used biomarker for the identification of bacterial infection. A simple, short PEA protocol, with an assay time suitable for point-of-care diagnostics, is presented here as a proof of concept. Pairs of oligonucleotides and monoclonal antibodies were selected to generate tools specifically adapted to the development of an efficient PEA for PCT detection. The assay time was reduced by more than 13-fold compared to published versions of PEA, without significantly affecting assay performance. It was also demonstrated that T4 DNA polymerase could advantageously be replaced by other polymerases having strong 3'>5' exonuclease activity. The sensitivity of this improved assay was determined to be about 0.1 ng/mL of PCT in plasma specimen. The potential use of such an assay in an integrated system for the low-plex detection of biomarkers in human specimen at the point of care was discussed.
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Affiliation(s)
- Frederic Bedin
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
- * E-mail:
| | - Vincent Benoit
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
| | | | | | - Laurent Boulet
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
| | - Agnes Rubens
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
| | - Pascal Dalbon
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
| | - Pierre Imbaud
- Innovation Department, BioMérieux SA, Marcy L’Etoile, France
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15
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Vlachogiannis P, Hillered L, Enblad P, Ronne-Engström E. Elevated levels of several chemokines in the cerebrospinal fluid of patients with subarachnoid hemorrhage are associated with worse clinical outcome. PLoS One 2023; 18:e0282424. [PMID: 36893189 PMCID: PMC9997919 DOI: 10.1371/journal.pone.0282424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 02/14/2023] [Indexed: 03/10/2023] Open
Abstract
BACKGROUND Chemokines are small cytokines that exert chemotactic actions on immune cells and are involved in many inflammatory processes. The present study aims to provide insight in the role of this relatively unexplored family of proteins in the inflammatory pathophysiology of subarachnoid hemorrhage (SAH). MATERIALS AND METHODS Cerebrospinal fluid of 29 patients (17 female; mean age 57 years) was collected at days 1, 4 and 10 after SAH, centrifuged and frozen at -70°C. Analysis of 92 inflammation-related proteins was performed using Target 96 Inflammation ® assay (Olink Proteomics, Uppsala, Sweden) based on Proximity Extension Assay technology. The panel included 20 chemokines (CCL2 (or MCP-1), CCL3, CCL4, CCL7 (or MCP-3), CCL8 (or MCP-2), CCL11 (or Eotaxin), CCL13 (or MCP-4), CCL19, CCL20, CCL23, CCL25, CCL28, CXCL1, CXCL5, CXCL6, CXCL8 (or IL-8), CXCL9, CXCL10, CXCL11 and CX3CL1 (or Fractalkine)) that were analyzed for their temporal patterns of expression and compared in dichotomized clinical groups based on World Federation of Neurosurgical Societies (WFNS) admission score and amount of blood on admission CT based on Fisher scale; presence of delayed cerebral ischemia(DCI)/delayed ischemic neurological deficit (DIND); and clinical outcome based on Glasgow Outcome Scale. Protein expression levels were provided in output unit Normalized Protein Expression (NPX). ANOVA models were used for statistical analyses. RESULTS Four temporal patterns of expression were observed (i.e., early, middle, late peak and no peak). Significantly higher day 10 mean NPX values were observed in patients with poor outcome (GOS 1-3) for chemokines CCL2, CCL4, CCL7, CCL11, CCL13, CCL19, CCL20, CXCL1, CXCL5, CXCL6 and CXCL8. In the WFNS 4-5 group, CCL11 showed significantly higher day 4 and day 10 mean NPX values and CCL25 significantly higher day 4 values. In patients with SAH Fisher 4, CCL11 showed significantly higher mean NPX values on days 1, 4 and 10. Finally, patients with DCI/DIND had significantly higher day 4 mean NPX values of CXCL5. CONCLUSION Higher levels of multiple chemokines at the late stage of SAH seemed to correlate with worse clinical outcome. A few chemokines correlated with WFNS score, Fisher score and occurrence of DCI/DIND. Chemokines may be useful as biomarkers for describing the pathophysiology and prognosis of SAH. Further studies are needed to better understand their exact mechanism of action in the inflammatory cascade.
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Affiliation(s)
- Pavlos Vlachogiannis
- Department of Medical Sciences/Section of Neurosurgery, Uppsala University, Uppsala, Sweden
- * E-mail:
| | - Lars Hillered
- Department of Medical Sciences/Section of Neurosurgery, Uppsala University, Uppsala, Sweden
| | - Per Enblad
- Department of Medical Sciences/Section of Neurosurgery, Uppsala University, Uppsala, Sweden
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16
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Goulding NJ, Goudswaard LJ, Hughes DA, Corbin LJ, Groom A, Ring S, Timpson NJ, Fraser A, Northstone K, Suderman M. Inflammation proteomics datasets in the ALSPAC cohort. Wellcome Open Res 2022. [DOI: 10.12688/wellcomeopenres.18482.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Proteomics is the identification, detection and quantification of proteins within a biological sample. The complete set of proteins expressed by an organism is known as the proteome. The availability of new high-throughput proteomic technologies, such as Olink Proteomic Proximity Extension Assay (PEA) technology has enabled detailed investigation of the circulating proteome in large-scale epidemiological studies. In particular, the Olink® Target 96 inflammatory panel allows the measurement of 92 circulating inflammatory proteins. The Avon Longitudinal Study of Parents and Children (ALSPAC) is a prospective population-based cohort study which recruited pregnant women in 1991-1992 and has followed these women, their partners, and their offspring ever since. In this data note, we describe the proteomic data available in ALSPAC. Ninety-two proteins were analysed in 9000 blood plasma samples using the Olink® Target 96 inflammatory panel. Samples were derived from 2968 fasted mothers (mean age 47.5; Focus on Mothers 1 (FOM1)), 3005 non-fasted offspring at age 9 (Focus@9) and 3027 fasted offspring at age 24 (Focus@24). Post sample filtering, 1834 offspring have data at both timepoints and 1119 of those have data from their mother available. We performed quality control analyses using a standardised data processing workflow (metaboprep) to produce a filtered dataset of 8983 samples for researchers to use in future analyses. Initial validation analyses indicate that IL-6 measured using the Olink® Target 96 inflammatory panel is highly correlated with IL-6 previously measured by clinical chemistry (Pearson’s correlation = 0.77) and we are able to reproduce the reported positive correlation between body mass index (BMI) and IL-6. The pre-processing and validation analyses indicate a rich proteomic dataset to further characterise the role of inflammation in health and disease.
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17
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Bales KL, Chacko AS, Nickerson JM, Boatright JH, Pardue MT. Treadmill exercise promotes retinal astrocyte plasticity and protects against retinal degeneration in a mouse model of light-induced retinal degeneration. J Neurosci Res 2022; 100:1695-1706. [PMID: 35582827 PMCID: PMC9746889 DOI: 10.1002/jnr.25063] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 04/27/2022] [Accepted: 04/29/2022] [Indexed: 12/15/2022]
Abstract
Exercise is an effective neuroprotective intervention that preserves retinal function and structure in several animal models of retinal degeneration. However, the retinal cell types governing exercise-induced neuroprotection remain elusive. Previously, we found exercise-induced retinal neuroprotection was associated with increased levels of retinal brain-derived neurotrophic factor (BDNF) and required intact signal transduction with its high-affinity receptor, tropomyosin kinase B (TrkB). Brain studies have shown astrocytes express BDNF and TrkB and that decreased BDNF-TrkB signaling in astrocytes contributes to neurodegeneration. Additionally, exercise has been shown to alter astrocyte morphology. Using a light-induced retinal degeneration (LIRD) model, we investigated how exercise influences retinal astrocytes in adult male BALB/c mice. Treadmill exercise in dim control and LIRD groups had increased astrocyte density, GFAP labeling, branching, dendritic endpoints, and arborization. Meanwhile, inactive LIRD animals had significant reductions in all measured parameters. Additionally, exercised groups had increased astrocytic BDNF expression that was visualized using proximity ligase assay. Isolated retinal astrocytes from exercised LIRD groups had significantly increased expression of a specific isoform of TrkB associated with cell survival, TrkB.FL. Conversely, inactive LIRD isolated retinal astrocytes had significantly increased expression of TrkB.T1, which has been implicated in neuronal cell death. Our data indicate exercise not only alters retinal astrocyte morphology but also promotes specific BDNF-TrkB signaling associated with cell survival and protection during retinal degeneration. These findings provide novel insights into the effects of treadmill exercise on retinal astrocyte morphology and cellular expression, highlighting retinal astrocytes as a potential cell type involved in BDNF-TrkB signaling.
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Affiliation(s)
- Katie L. Bales
- Atlanta VA Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia, USA
| | - Alicia S. Chacko
- Atlanta VA Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia, USA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA
| | - John M. Nickerson
- Department of Ophthalmology, Emory University, Atlanta, Georgia, USA
| | - Jeffrey H. Boatright
- Atlanta VA Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia, USA
- Department of Ophthalmology, Emory University, Atlanta, Georgia, USA
| | - Machelle T. Pardue
- Atlanta VA Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia, USA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA
- Department of Ophthalmology, Emory University, Atlanta, Georgia, USA
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18
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Oxidative Stress in Type 2 Diabetes: The Case for Future Pediatric Redoxomics Studies. Antioxidants (Basel) 2022; 11:antiox11071336. [PMID: 35883827 PMCID: PMC9312244 DOI: 10.3390/antiox11071336] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/28/2022] [Accepted: 06/30/2022] [Indexed: 01/27/2023] Open
Abstract
Considerable evidence supports the role of oxidative stress in adult type 2 diabetes (T2D). Due to increasing rates of pediatric obesity, lack of physical activity, and consumption of excess food calories, it is projected that the number of children living with insulin resistance, prediabetes, and T2D will markedly increase with enormous worldwide economic costs. Understanding the factors contributing to oxidative stress and T2D risk may help develop optimal early intervention strategies. Evidence suggests that oxidative stress, triggered by excess dietary fat consumption, causes excess mitochondrial hydrogen peroxide emission in skeletal muscle, alters redox status, and promotes insulin resistance leading to T2D. The pathophysiological events arising from excess calorie-induced mitochondrial reactive oxygen species production are complex and not yet investigated in children. Systems medicine is an integrative approach leveraging conventional medical information and environmental factors with data obtained from “omics” technologies such as genomics, proteomics, and metabolomics. In adults with T2D, systems medicine shows promise in risk assessment and predicting drug response. Redoxomics is a branch of systems medicine focusing on “omics” data related to redox status. Systems medicine with a complementary emphasis on redoxomics can potentially optimize future healthcare strategies for adults and children with T2D.
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19
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Beermann ML, Homma S, Miller JB. Proximity ligation assay to detect DUX4 protein in FSHD1 muscle: a pilot study. BMC Res Notes 2022; 15:163. [PMID: 35538497 PMCID: PMC9092897 DOI: 10.1186/s13104-022-06054-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 04/26/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Aberrant expression in skeletal muscle of DUX4, a double homeobox transcription factor, underlies pathogenesis in facioscapulohumeral muscular dystrophy (FSHD). Although previous studies of FSHD muscle biopsies detected mRNAs encoding DUX4 and its target genes, no studies had reported detection of DUX4 protein. Our objective was to develop a proximity ligation assay (PLA) for DUX4 and to determine if this assay could detect DUX4 protein in FSHD muscle sections. RESULTS We developed a PLA protocol using two DUX4 antibodies previously reported by Stephen Tapscott's group: P2G4, a mouse mAb specific for an epitope in the N-terminal region, and E5-5, a rabbit mAb specific for an epitope in the C-terminal region, in combination with commercial PLA secondary reagents. We validated the DUX4 PLA using cultured human myogenic cells in which DUX4 was ectopically expressed in a small fraction of nuclei. Using this two primary mAb PLA on an FSHD1 biceps biopsy, we observed nuclei with apparent DUX4 PLA signals associated with a small subset of myofibers (~ 0.05-0.1%). Though a limited pilot study, these results suggest that the two primary mAb PLA protocol could be useful for detecting DUX4 protein in FSHD muscle biopsies.
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Affiliation(s)
- Mary Lou Beermann
- Department of Neurology, Boston University School of Medicine, 700 Albany Street, Room 408K, Boston, MA, 02118, USA
| | - Sachiko Homma
- Department of Neurology, Boston University School of Medicine, 700 Albany Street, Room 408K, Boston, MA, 02118, USA
| | - Jeffrey Boone Miller
- Department of Neurology, Boston University School of Medicine, 700 Albany Street, Room 408K, Boston, MA, 02118, USA.
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20
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Pucino V, Turner JD, Nayar S, Kollert F, Rauz S, Richards A, Higham J, Poveda-Gallego A, Bowman SJ, Barone F, Fisher BA. Sjögren's and non-Sjögren's sicca share a similar symptom burden but with a distinct symptom-associated proteomic signature. RMD Open 2022; 8:e002119. [PMID: 35589331 PMCID: PMC9121491 DOI: 10.1136/rmdopen-2021-002119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 04/07/2022] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Given the similarity in symptoms between primary Sjogren's syndrome (SjS) and non-SjS sicca syndrome (sicca), we sought to characterise clinical and proteomic predictors of symptoms in both groups in order to better understand disease mechanisms and help guide development of immunomodulatory treatments. These have not, to date, unequivocally improved symptoms in SjS clinical trials. METHODS Serum proteomics was performed using O-link inflammation and cardiovascular II panels. SjS (n=53) fulfilled 2016 ACR/European Alliance of Associations for Rheumatology (EULAR) criteria whereas sicca (n=60) were anti-Ro negative, displayed objective or subjective dryness, and either had a negative salivary gland biopsy or, in the absence of a biopsy, it was considered that a biopsy result would not change classification status. Linear regression analysis was performed to identify the key predictors of symptoms. Cluster analysis was completed using protein expression values. RESULTS EULAR-Sjögren's-Syndrome-Patient-Reported-Index (ESSPRI), EuroQoL-5 Dimension utility values, and anxiety and depression did not differ between SjS and sicca. Correlations between body mass index (BMI) and ESSPRI were found in sicca and to a lesser extent in SjS. Twenty proteins positively associated with symptoms in sicca but none in SjS. We identified two proteomically defined subgroups in sicca and two in SjS that differed in symptom burden. Within hierarchical clustering of the SjS and sicca pool, the highest symptom burden groups were the least distinct. Levels of adrenomedullin (ADM), soluble CD40 (CD40) and spondin 2 (SPON2) together explained 51% of symptom variability in sicca. ADM was strongly correlated with ESSPRI (spearman's r=0.62; p<0.0001), even in a multivariate model corrected for BMI, age, objective dryness, depression and anxiety scores. CONCLUSIONS Obesity-related metabolic factors may regulate symptoms in sicca. Further work should explore non-inflammatory drivers of high symptom burden in SjS to improve clinical trial outcomes.
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Affiliation(s)
- Valentina Pucino
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Department of Rheumatology, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Birmingham, UK
| | - Jason D Turner
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Saba Nayar
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Florian Kollert
- Department of Rheumatology and Immunology, Inselspital University Hospital Bern, Bern, Switzerland
| | - Saaeha Rauz
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Academic Unit of Ophthalmology, Birmingham and Midland Eye Centre, Birmingham, UK
| | - Andrea Richards
- Department of Oral Medicine, Birmingham Dental Hospital, Birmingham, UK
| | - Jon Higham
- Department of Oral Medicine, Birmingham Dental Hospital, Birmingham, UK
| | - Ana Poveda-Gallego
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Department of Oral Medicine, Birmingham Dental Hospital, Birmingham, UK
| | - Simon J Bowman
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Department of Rheumatology, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Birmingham, UK
| | - Francesca Barone
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Candel Therapeutics, Boston, Massachusetts, USA
| | - Benjamin A Fisher
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre and Department of Rheumatology, University Hospitals Birmingham NHS Foundation Trust, University of Birmingham, Birmingham, UK
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21
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Vlachogiannis P, Hillered L, Enblad P, Ronne-Engström E. Temporal patterns of inflammation-related proteins measured in the cerebrospinal fluid of patients with aneurysmal subarachnoid hemorrhage using multiplex Proximity Extension Assay technology. PLoS One 2022; 17:e0263460. [PMID: 35324941 PMCID: PMC8947082 DOI: 10.1371/journal.pone.0263460] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 01/19/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The complexity of the inflammatory response post subarachnoid hemorrhage (SAH) may require temporal analysis of multiple protein biomarkers simultaneously to be more accurately described. METHODS Ventricular cerebrospinal fluid was collected at days 1, 4 and 10 after SAH in 29 patients. Levels of 92 inflammation-related proteins were simultaneously measured using Target 96 Inflammation ® assay (Olink Proteomics, Uppsala, Sweden) based on Proximity Extension Assay (PEA) technology. Twenty-eight proteins were excluded from further analysis due to lack of >50% of measurable values. Temporal patterns of the remaining 64 proteins were analyzed. Repeated measures ANOVA and its nonparametric equivalent Friedman's ANOVA were used for comparisons of means between time points. RESULTS Four different patterns (Groups A-D) were visually observed with an early peak and gradually decreasing trend (11 proteins), a middle peak (10 proteins), a late peak after a gradually increasing trend (30 proteins) and no specific pattern (13 proteins). Statistically significant early peaks defined as Day 1 > Day 4 values were noticed in 4 proteins; no significant decreasing trends defined as Day 1 > Day 4 > Day 10 values were observed. Two proteins showed significant middle peaks (i.e. Day 1 < Day 4 > Day 10 values). Statistically significant late peaks (i.e. Day 4 < Day 10 values) and increasing trends (i.e. Day 1 < Day 4 < Day 10 values) were observed in 14 and 10 proteins, respectively. Four of Group D proteins showed biphasic peaks and the rest showed stable levels during the observation period. CONCLUSION The comprehensive data set provided in this explorative study may act as an illustration of an inflammatory profile of the acute phase of SAH showing groups of potential protein biomarkers with similar temporal patterns of activation, thus facilitating further research on their role in the pathophysiology of the disease.
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Affiliation(s)
- Pavlos Vlachogiannis
- Department of Neurosciences, Neurosurgery, Uppsala University, Uppsala, Sweden
- * E-mail:
| | - Lars Hillered
- Department of Neurosciences, Neurosurgery, Uppsala University, Uppsala, Sweden
| | - Per Enblad
- Department of Neurosciences, Neurosurgery, Uppsala University, Uppsala, Sweden
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22
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Miller MR, Robinson M, Fischer L, DiBattista A, Patel MA, Daley M, Bartha R, Dekaban GA, Menon RS, Shoemaker JK, Diamandis EP, Prassas I, Fraser DD. Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics. Front Neurol 2022; 12:787480. [PMID: 34987469 PMCID: PMC8721148 DOI: 10.3389/fneur.2021.787480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted proteomics on plasma obtained from adolescent athletes suffering a sports concussion. A total of 11 concussed male athletes were enrolled at our academic Sport Medicine Concussion Clinic, as well as 24 sex-, age- and activity-matched healthy control subjects. Clinical evaluation was performed and blood was drawn within 72 h of injury. Proximity extension assays were performed for 1,472 plasma proteins; a total of six proteins were considered significantly different between cohorts (P < 0.01; five proteins decreased and one protein increased). Receiver operating characteristic curves on the six individual protein biomarkers identified had areas-under-the-curves (AUCs) for concussion diagnosis ≥0.78; antioxidant 1 copper chaperone (ATOX1; AUC 0.81, P = 0.003), secreted protein acidic and rich in cysteine (SPARC; AUC 0.81, P = 0.004), cluster of differentiation 34 (CD34; AUC 0.79, P = 0.006), polyglutamine binding protein 1 (PQBP1; AUC 0.78, P = 0.008), insulin-like growth factor-binding protein-like 1 (IGFBPL1; AUC 0.78, P = 0.008) and cytosolic 5'-nucleotidase 3A (NT5C3A; AUC 0.78, P = 0.009). Combining three of the protein biomarkers (ATOX1, SPARC and NT5C3A), produced an AUC of 0.98 for concussion diagnoses (P < 0.001; 95% CI: 0.95, 1.00). Despite a paucity of studies on these three identified proteins, the available evidence points to their roles in modulating tissue inflammation and regulating integrity of the cerebral microvasculature. Taken together, our exploratory data suggest that three or less novel proteins, which are amenable to a point-of-care immunoassay, may be future candidate biomarkers for screening adolescent sport concussion. Validation with protein assays is required in larger cohorts.
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Affiliation(s)
- Michael R Miller
- Department of Pediatrics, Western University, London, ON, Canada.,Children's Health Research Institute, London, ON, Canada
| | - Michael Robinson
- School of Health Studies, Western University, London, ON, Canada.,School of Kinesiology, Western University, London, ON, Canada.,Department of Family Medicine, Western University, London, ON, Canada
| | - Lisa Fischer
- Department of Family Medicine, Western University, London, ON, Canada
| | - Alicia DiBattista
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada.,Neurolytixs Inc., Toronto, ON, Canada
| | - Maitray A Patel
- Department of Epidemiology, Western University, London, ON, Canada
| | - Mark Daley
- Department of Epidemiology, Western University, London, ON, Canada.,Department of Computer Science, Western University, London, ON, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, London, ON, Canada
| | - Gregory A Dekaban
- Robarts Research Institute, London, ON, Canada.,Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Ravi S Menon
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, London, ON, Canada
| | | | | | - Ioannis Prassas
- Department of Pathology and Laboratory Medicine, University of Toronto, Toronto, ON, Canada
| | - Douglas D Fraser
- Department of Pediatrics, Western University, London, ON, Canada.,Children's Health Research Institute, London, ON, Canada.,Neurolytixs Inc., Toronto, ON, Canada.,Department of Physiology and Pharmacology, Western University, London, ON, Canada.,Depatment of Clinical Neurological Sciences, Western University, London, ON, Canada
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23
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Current clinical testing approach of COVID. SENSING TOOLS AND TECHNIQUES FOR COVID-19 2022. [PMCID: PMC9334984 DOI: 10.1016/b978-0-323-90280-9.00003-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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24
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Kim SJ, Dixon AS, Owen SC. Split-enzyme immunoassay to monitor EGFR-HER2 heterodimerization on cell surfaces. Acta Biomater 2021; 135:225-233. [PMID: 34496282 DOI: 10.1016/j.actbio.2021.08.055] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 08/19/2021] [Accepted: 08/31/2021] [Indexed: 01/03/2023]
Abstract
Over 30,000 protein-protein interactions with pathological implications have been identified; yet, discovering and investigating drugs that target these specific interactions is greatly limited by the inability to monitor native protein-protein interactions (PPIs) efficiently. The two most frequently used tools to monitor PPIs, resonance-energy transfer (RET) assays and protein complementation assays (PCA), face significant limitations. RET assays have a narrow working range of 10 to 50 Å, while PCA require permanent attachment of a reporter probe to a protein of interest by chemical conjugation or genetic engineering. We developed a non-invasive assay platform to measure PPIs without modifications to the proteins of interest and is functional at a greater working range than RET assays. We demonstrate our approach by monitoring the EGFR-HER2 heterodimerization on relevant cell surfaces, utilizing various EGFR- and HER2-specific binders (e.g., Fab, DARPin, and VHH) fused with small fragments of a tri-part split-luciferase derived from NanoLuc®. Following independent binding of the binder fusions to their respective targets, the dimerization of EGFR and HER2 induces complementation of the luciferase fragments into a functional native structure, producing glow-type luminescence. We have confirmed the functionality of the platform to monitor EGFR-HER2 dimerization induction and inhibition. STATEMENT OF SIGNIFICANCE: We describe a platform technology for rapid monitoring of protein-protein interactions (PPIs). Our approach is uses a luciferase split into three parts - two short peptide "tags" and a large third fragment. Each of the short peptides can be fused to antibodies which bind to domains of a target antigens which orients the two tags and facilitates refolding of an active enzyme. To our knowledge this is the first example of a split-enzyme used to monitor PPIs without requiring any modification of the target proteins. We demonstrate our approach on the important PPI of HER2 and EGFR. Significantly, we quantify stimulation and inhibition of these partners, opening the possibility of using our approach to assess potential drugs without engineering cells.
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25
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Huang J, Khademi M, Lindhe Ö, Jönsson G, Piehl F, Olsson T, Kockum I. Assessing the Preanalytical Variability of Plasma and Cerebrospinal Fluid Processing and Its Effects on Inflammation-Related Protein Biomarkers. Mol Cell Proteomics 2021; 20:100157. [PMID: 34597789 PMCID: PMC8554621 DOI: 10.1016/j.mcpro.2021.100157] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 09/27/2021] [Indexed: 01/01/2023] Open
Abstract
Proteomics studies are important for the discovery of new biomarkers as clinical tools for diagnosis and disease monitoring. However, preanalytical variations caused by differences in sample handling protocol pose challenges for assessing biomarker reliability and comparability between studies. The purpose of this study was to examine the effects of delayed centrifuging on measured protein levels in plasma and cerebrospinal fluid (CSF). Blood from healthy individuals and patients with multiple sclerosis along with CSF from patients with suspected neurological disorders were left at room temperature for different periods (blood: 1, 24, 48, 72 h; CSF: 1 and 6 h) prior to centrifuging. Ninety-one inflammation-related proteins were analyzed using a proximity extension assay, a high-sensitivity multiplex immunoassay. Additional metabolic and neurology-related markers were also investigated in CSF. In summary, many proteins, particularly in plasma, had increased levels with longer delays in processing likely due in part to intracellular leakage. Levels of caspase 8, interleukin 8, interleukin 18, sirtuin 2, and sulfotransferase 1A1 increased 2-fold to 10-fold in plasma after 24 h at room temperature. Similarly, levels of cathepsin H, ectonucleoside triphosphate diphosphohydrolase 5, and WW domain containing E3 ubiquitin protein ligase 2 differentiated in CSF with <6 h delay in processing. However, the rate of change for many proteins was relatively consistent; therefore, we were able to characterize biomarkers for detecting sample handling variability. Our findings highlight the importance of timely and consistent sample collection and the need for increased awareness of protein susceptibility to sample handling bias. In addition, suggested biomarkers may be used in certain situations to detect and correct for preanalytical variation in future studies. Several blood and cerebrospinal fluid proteins are affected by sample handling. Plasma protein levels increased with longer centrifugation delay from hemolysis. Certain proteins may assess sample handling variability and predict delay time.
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Affiliation(s)
- Jesse Huang
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Mohsen Khademi
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Örjan Lindhe
- Olink Proteomics AB, Uppsala Science Park, Uppsala, Sweden
| | - Gunn Jönsson
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Piehl
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Tomas Olsson
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Ingrid Kockum
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center of Molecular Medicine, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden.
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26
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Akimova T, Zhang T, Christensen LM, Wang Z, Han R, Negorev D, Samanta A, Sasson IE, Gaddapara T, Jiao J, Wang L, Bhatti TR, Levine MH, Diamond JM, Beier UH, Simmons RA, Cantu E, Wilkes DS, Lederer DJ, Anderson M, Christie JD, Hancock WW. Obesity-related IL-18 Impairs Treg Function and Promotes Lung Ischemia-reperfusion Injury. Am J Respir Crit Care Med 2021; 204:1060-1074. [PMID: 34346860 DOI: 10.1164/rccm.202012-4306oc] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE Primary graft dysfunction (PGD) is a severe form of acute lung injury, leading to increased early morbidity and mortality after lung transplantation. Obesity is a major health problem, and recipient obesity is one of the most significant risk factors for developing PGD. OBJECTIVES We hypothesized that T-regulatory (Treg) cells are able to dampen early ischemia/reperfusion events and thereby decrease risk of PGD, whereas that action is impaired in obese recipients. METHODS We evaluated Treg, T cells and inflammatory markers, plus clinical data, in 79 lung and 41 liver or kidney transplant recipients and studied two groups of mice on high fat diet (HFD), who developed ("inflammatory" HFD) or not ("healthy" HFD) low-grade inflammation with decreased Treg function. RESULTS We identified increased levels of IL-18 as a previously unrecognized mechanism that impairs Treg suppressive function in obese individuals. IL-18 decreases levels of FOXP3, the key Treg transcription factor, decreases FOXP3 di- and oligomerization and increases the ubiquitination and proteasomal degradation of FOXP3. IL-18-treated Tregs or Treg from obese mice fail to control PGD, while IL-18 inhibition ameliorates lung inflammation. The IL-18 driven impairment in Treg suppressive function pre-transplant was associated with increased risk and severity of PGD in clinical lung transplant recipients. CONCLUSION Obesity-related IL-18 induces Treg dysfunction that may contribute to the pathogenesis of PGD. Evaluation of Treg suppressive function along with IL-18 levels may serve as screening tools to identify pre-transplant obese recipients with increased risk of PGD.
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Affiliation(s)
- Tatiana Akimova
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Tianyi Zhang
- The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Lanette M Christensen
- The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Zhonglin Wang
- University of Pennsylvania, 6572, Division of Transplant Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Rongxiang Han
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Dmitry Negorev
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Arabinda Samanta
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Isaac E Sasson
- University of Pennsylvania, 6572, Department of Obstetrics and Gynecology, Philadelphia, Pennsylvania, United States
| | - Trivikram Gaddapara
- University of Pennsylvania, 6572, Department of Pediatrics, Philadelphia, Pennsylvania, United States
| | - Jing Jiao
- The Children's Hospital of Philadelphia, 6567, Division of Nephrology, Department of Pediatrics, Philadelphia, Pennsylvania, United States.,University of Pennsylvania, 6572, Pathology, Philadelphia, Pennsylvania, United States
| | - Liqing Wang
- University of Pennsylvania, 6572, Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Tricia R Bhatti
- University of Pennsylvania, 6572, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States
| | - Matthew H Levine
- University of Pennsylvania, 6572, Division of Transplant Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Joshua M Diamond
- University of Pennsylvania, 6572, Pulmonary/Critical Care, Philadelphia, Pennsylvania, United States
| | - Ulf H Beier
- The Children's Hospital of Philadelphia, 6567, Division of Nephrology, Department of Pediatrics, Philadelphia, Pennsylvania, United States.,University of Pennsylvania Perelman School of Medicine, 14640, Philadelphia, Pennsylvania, United States
| | - Rebecca A Simmons
- The Children's Hospital of Philadelphia, 6567, Department of Pediatrics, Philadelphia, Pennsylvania, United States
| | - Edward Cantu
- University of Pennsylvania Perelman School of Medicine, 14640, Surgery, Philadelphia, Pennsylvania, United States
| | - David S Wilkes
- Indiana University School of Medicine, 12250, Division of Pulmonary, Allergy, Critical Care, and Occupational Medicine, Indianapolis, Indiana, United States.,University of Virginia School of Medicine, 12349, Charlottesville, Virginia, United States
| | - David J Lederer
- Columbia University Vagelos College of Physicians and Surgeons, 12294, Division of Pulmonary, Allergy, and Critical Care Medicine, New York, New York, United States.,Regeneron Pharmaceuticals Inc, 7845, Tarrytown, New York, United States
| | - Michaela Anderson
- Columbia University Medical Center, 21611, Medicine, New York, New York, United States
| | - Jason D Christie
- University of Pennsylvania, 6572, Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Philadelphia, Pennsylvania, United States.,University of Pennsylvania, 6572, Division of Cardiovascular Surgery, Department of Surgery, Philadelphia, Pennsylvania, United States
| | - Wayne W Hancock
- University of Pennsylvania, 6572, Division of Transplant Immunology, Department of Pathology and Laboratory Medicine, Philadelphia, Pennsylvania, United States.,The Children's Hospital of Philadelphia, 6567, Department of Pathology and Laboratory Medicine, and Biesecker Center for Pediatric Liver Diseases, Philadelphia, Pennsylvania, United States;
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27
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Singh B, Datta B, Ashish A, Dutta G. A comprehensive review on current COVID-19 detection methods: From lab care to point of care diagnosis. SENSORS INTERNATIONAL 2021; 2:100119. [PMID: 34766062 PMCID: PMC8302821 DOI: 10.1016/j.sintl.2021.100119] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 07/13/2021] [Accepted: 07/14/2021] [Indexed: 12/19/2022] Open
Abstract
Without a doubt, the current global pandemic affects all walks of our life. It affected almost every age group all over the world with a disease named COVID-19, declared as a global pandemic by WHO in early 2020. Due to the high transmission and moderate mortality rate of this virus, it is also regarded as the panic-zone virus. This potentially deadly virus has pointed up the significance of COVID-19 research. Due to the rapid transmission of COVID-19, early detection is very crucial. Presently, there are different conventional techniques are available for coronavirus detection like CT-scan, PCR, Sequencing, CRISPR, ELISA, LFA, LAMP. The urgent need for rapid, accurate, and cost-effective detection and the requirement to cut off shortcomings of traditional detection methods, make scientists realize to advance new technologies. Biosensors are one of the reliable platforms for accurate, early diagnosis. In this article, we have pointed recent diagnosis approaches for COVID-19. The review includes basic virology of SARS-CoV-2 mainly clinical and pathological features. We have also briefly discussed different types of biosensors, their working principles, and current advancement for COVID-19 detection and prevention.
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Affiliation(s)
- Bishal Singh
- School of Medical Science and Technology (SMST), Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
| | - Brateen Datta
- School of Medical Science and Technology (SMST), Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
| | - Amlan Ashish
- School of Medical Science and Technology (SMST), Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
| | - Gorachand Dutta
- School of Medical Science and Technology (SMST), Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
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28
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Fraser DD, Chen M, Ren A, Miller MR, Martin C, Daley M, Diamandis EP, Prassas I. Novel severe traumatic brain injury blood outcome biomarkers identified with proximity extension assay. Clin Chem Lab Med 2021; 59:1662-1669. [PMID: 34144643 DOI: 10.1515/cclm-2021-0103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/28/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVES Severe traumatic brain injury (sTBI) patients suffer high mortality. Accurate prognostic biomarkers have not been identified. In this exploratory study, we performed targeted proteomics on plasma obtained from sTBI patients to identify potential outcome biomarkers. METHODS Blood sample was collected from patients admitted to the ICU suffering a sTBI, using standardized clinical and computerized tomography (CT) imaging criteria. Age- and sex-matched healthy control subjects and sTBI patients were enrolled. Targeted proteomics was performed on plasma with proximity extension assays (1,161 proteins). RESULTS Cohorts were well-balanced for age and sex. The majority of sTBI patients were injured in motor vehicle collisions and the most frequent head CT finding was subarachnoid hemorrhage. Mortality rate for sTBI patients was 40%. Feature selection identified the top performing 15 proteins for identifying sTBI patients from healthy control subjects with a classification accuracy of 100%. The sTBI proteome was dominated by markers of vascular pathology, immunity/inflammation, cell survival and macrophage/microglia activation. Receiver operating characteristic (ROC) curve analyses demonstrated areas-under-the-curves (AUC) for identifying sTBI that ranged from 0.870-1.000 (p≤0.005). When mortality was used as outcome, ROC curve analyses identified the top 3 proteins as Willebrand factor (vWF), Wnt inhibitory factor-1 (WIF-1), and colony stimulating factor-1 (CSF-1). Combining vWF with either WIF-1 or CSF-1 resulted in excellent mortality prediction with AUC of 1.000 for both combinations (p=0.011). CONCLUSIONS Targeted proteomics with feature classification and selection distinguished sTBI patients from matched healthy control subjects. Two protein combinations were identified that accurately predicted sTBI patient mortality. Our exploratory findings require confirmation in larger sTBI patient populations.
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Affiliation(s)
- Douglas D Fraser
- Lawson Health Research Institute, London, ON, Canada.,Pediatrics, Western University, London, ON, Canada.,Clinical Neurological Sciences, Western University, London, ON, Canada.,Physiology and Pharmacology, Western University, London, ON, Canada.,NeuroLytixs Inc., Toronto, ON, Canada
| | - Michelle Chen
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Annie Ren
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Michael R Miller
- Lawson Health Research Institute, London, ON, Canada.,Pediatrics, Western University, London, ON, Canada
| | | | - Mark Daley
- Lawson Health Research Institute, London, ON, Canada
| | - Eleftherios P Diamandis
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.,Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON, Canada.,Clinical Biochemistry, University Health Network, Toronto, ON, Canada.,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Ioannis Prassas
- Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON, Canada.,Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
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29
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Wilson EL, Metzakopian E. ER-mitochondria contact sites in neurodegeneration: genetic screening approaches to investigate novel disease mechanisms. Cell Death Differ 2021; 28:1804-1821. [PMID: 33335290 PMCID: PMC8185109 DOI: 10.1038/s41418-020-00705-8] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 11/26/2020] [Accepted: 11/30/2020] [Indexed: 12/26/2022] Open
Abstract
Mitochondria-ER contact sites (MERCS) are known to underpin many important cellular homoeostatic functions, including mitochondrial quality control, lipid metabolism, calcium homoeostasis, the unfolded protein response and ER stress. These functions are known to be dysregulated in neurodegenerative diseases, including Parkinson's disease (PD), Alzheimer's disease (AD) and amyloid lateral sclerosis (ALS), and the number of disease-related proteins and genes being associated with MERCS is increasing. However, many details regarding MERCS and their role in neurodegenerative diseases remain unknown. In this review, we aim to summarise the current knowledge regarding the structure and function of MERCS, and to update the field on current research in PD, AD and ALS. Furthermore, we will evaluate high-throughput screening techniques, including RNAi vs CRISPR/Cas9, pooled vs arrayed formats and how these could be combined with current techniques to visualise MERCS. We will consider the advantages and disadvantages of each technique and how it can be utilised to uncover novel protein pathways involved in MERCS dysfunction in neurodegenerative diseases.
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Affiliation(s)
- Emma Louise Wilson
- UK Dementia Research Institute, Department of Clinical Neuroscience, University of Cambridge, Cambridge, CB2 0AH, UK.
- Open Targets, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK.
| | - Emmanouil Metzakopian
- UK Dementia Research Institute, Department of Clinical Neuroscience, University of Cambridge, Cambridge, CB2 0AH, UK.
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30
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Pilevar M, Kim KT, Lee WH. Recent advances in biosensors for detecting viruses in water and wastewater. JOURNAL OF HAZARDOUS MATERIALS 2021; 410:124656. [PMID: 33308919 DOI: 10.1016/j.jhazmat.2020.124656] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 11/12/2020] [Accepted: 11/20/2020] [Indexed: 05/09/2023]
Abstract
As there is a considerable number of virus particles in wastewater which cause numerous infectious diseases, it is necessary to eliminate viruses from domestic wastewater before it is released in the environment. In addition, on-site detection of viruses in wastewater can provide information on possible virus exposures in the community of a given wastewater catchment. For this purpose, the pre-detection of different strains of viruses in wastewaters is an essential environmental step. Epidemiological studies illustrate that viruses are the most challenging pathogens to be detected in water samples because of their nano sizes, discrete distribution, and low infective doses. Over the past decades, several methods have been applied for the detection of waterborne viruses which include polymerase chain reaction-based methods (PCR), enzyme-linked immunosorbent assay (ELISA), and nucleic acid sequence-based amplification (NASBA). Although they have shown acceptable performance in virus measurements, their drawbacks such as complicated and time-consuming procedures, low sensitivity, and high analytical cost call for alternatives. Although biosensors are still in an early stage for practical applications, they have shown great potential to become an alternative means for virus detection in water and wastewater. This comprehensive review addresses the different types of viruses found in water and the recent development of biosensors for detecting waterborne viruses.
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Affiliation(s)
- Mohsen Pilevar
- Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL 32816, USA
| | - Keug Tae Kim
- Department of Environmental & Energy Engineering, The University of Suwon, 17 Wauan-gil, Bongdam-eup, Hwaseong-si, Gyeonggi-do 18323, South Korea
| | - Woo Hyoung Lee
- Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL 32816, USA.
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31
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Aizpurua JM, Miranda JI, Irastorza A, Torres E, Eceiza M, Sagartzazu-Aizpurua M, Ferrón P, Aldanondo G, Lasa-Fernández H, Marco-Moreno P, Dadie N, López de Munain A, Vallejo-Illarramendi A. Discovery of a novel family of FKBP12 "reshapers" and their use as calcium modulators in skeletal muscle under nitro-oxidative stress. Eur J Med Chem 2021; 213:113160. [PMID: 33493827 DOI: 10.1016/j.ejmech.2021.113160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 12/23/2020] [Accepted: 01/04/2021] [Indexed: 10/22/2022]
Abstract
The hypothesis of rescuing FKBP12/RyR1 interaction and intracellular calcium homeostasis through molecular "reshaping" of FKBP12 was investigated. To this end, novel 4-arylthioalkyl-1-carboxyalkyl-1,2,3-triazoles were designed and synthesized, and their efficacy was tested in human myotubes. A library of 17 compounds (10a-n) designed to dock the FKBP12/RyR1 hot-spot interface contact residues, was readily prepared from free α-amino acids and arylthioalkynes using CuAAC "click" protocols amenable to one-pot transformations in high overall yields and total configurational integrity. To model nitro-oxidative stress, human myotubes were treated with the peroxynitrite donor SIN1, and evidence was found that some triazoles 10 were able to normalize calcium levels, as well as FKBP12/RyR1 interaction. For example, compound 10 b at 150 nM rescued 46% of FKBP12/RyR1 interaction and up to 70% of resting cytosolic calcium levels in human myotubes under nitro-oxidative stress. All compounds 10 analyzed showed target engagement to FKBP12 and low levels of cytotoxicity in vitro. Compounds 10b, 10c, 10h, and 10iR were identified as potential therapeutic candidates to protect myotubes in muscle disorders with underlying nitro-oxidative stress, FKBP12/RyR1 dysfunction and calcium dysregulation.
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Affiliation(s)
- Jesus M Aizpurua
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain.
| | - José I Miranda
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain
| | - Aitziber Irastorza
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain
| | - Endika Torres
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain
| | - Maite Eceiza
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain
| | - Maialen Sagartzazu-Aizpurua
- Joxe Mari Korta R&D Center, Departamento de Química Orgánica-I, Universidad Del País Vasco UPV/EHU, Avda. Tolosa-72, 20018, San Sebastián, Spain
| | - Pablo Ferrón
- Miramoon Pharma S.L., Avda Tolosa-72, 20018, San Sebastián, Spain
| | - Garazi Aldanondo
- Instituto de Investigación Sanitaria Biodonostia, Grupo de Enfermedades Neuromusculares, Paseo Dr Begiristain s/n, 20014, San Sebastián, Spain; CIBERNED, Instituto de Salud Carlos III, 28031, Madrid, Spain
| | - Haizpea Lasa-Fernández
- Instituto de Investigación Sanitaria Biodonostia, Grupo de Enfermedades Neuromusculares, Paseo Dr Begiristain s/n, 20014, San Sebastián, Spain; CIBERNED, Instituto de Salud Carlos III, 28031, Madrid, Spain; Grupo de Neurosciencias, Departamentos de Pediatría y Neurociencias, Universidad Del País Vasco UPV/EHU, Hospital Donostia, Paseo Dr Begiristain S/n, 20014, San Sebastián, Spain
| | - Pablo Marco-Moreno
- Instituto de Investigación Sanitaria Biodonostia, Grupo de Enfermedades Neuromusculares, Paseo Dr Begiristain s/n, 20014, San Sebastián, Spain; CIBERNED, Instituto de Salud Carlos III, 28031, Madrid, Spain
| | - Naroa Dadie
- Grupo de Neurosciencias, Departamentos de Pediatría y Neurociencias, Universidad Del País Vasco UPV/EHU, Hospital Donostia, Paseo Dr Begiristain S/n, 20014, San Sebastián, Spain
| | - Adolfo López de Munain
- Instituto de Investigación Sanitaria Biodonostia, Grupo de Enfermedades Neuromusculares, Paseo Dr Begiristain s/n, 20014, San Sebastián, Spain; CIBERNED, Instituto de Salud Carlos III, 28031, Madrid, Spain; Grupo de Neurosciencias, Departamentos de Pediatría y Neurociencias, Universidad Del País Vasco UPV/EHU, Hospital Donostia, Paseo Dr Begiristain S/n, 20014, San Sebastián, Spain
| | - Ainara Vallejo-Illarramendi
- Instituto de Investigación Sanitaria Biodonostia, Grupo de Enfermedades Neuromusculares, Paseo Dr Begiristain s/n, 20014, San Sebastián, Spain; CIBERNED, Instituto de Salud Carlos III, 28031, Madrid, Spain; Grupo de Neurosciencias, Departamentos de Pediatría y Neurociencias, Universidad Del País Vasco UPV/EHU, Hospital Donostia, Paseo Dr Begiristain S/n, 20014, San Sebastián, Spain.
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Proximity ligation assay: an ultrasensitive method for protein quantification and its applications in pathogen detection. Appl Microbiol Biotechnol 2021; 105:923-935. [PMID: 33427935 DOI: 10.1007/s00253-020-11049-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 11/27/2020] [Accepted: 12/09/2020] [Indexed: 01/08/2023]
Abstract
It is of great significance to establish sensitive and accurate pathogen detection methods, considering the continuous emergence or re-emergence of infectious diseases seriously influences the safety of human and animals. Proximity ligation assay (PLA) is developed for the sensitive protein detection and also can be used for the detection of pathogens. PLA employs aptamer or monoclonal/polyclonal antibody-nucleic acid complexes as proximity probes. When the paired proximity probes bind to the same target protein or protein complex, they will be adjacent to each other and form an amplifiable DNA sequence through ligation. Combining the specificity of enzyme-linked immunosorbent assay (ELISA) and sensitivity of polymerase chain reaction (PCR), PLA transforms the detection of protein into the detection of DNA nucleic acid sequence. Therefore, as an ultrasensitive protein assay, PLA has great potential for quantification, localization of protein, and clinical diagnostics. In this review, we summarize the basic principles of PLA and its applications in pathogen detection. KEY POINTS: • Different forms of proximity ligation assay are introduced. • Applications of proximity ligation assay in pathogen detection are summarized. • Proximity ligation assay is an ultrasensitive method to quantify protein and pathogen.
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Multiplex Immunoassay Techniques for On-Site Detection of Security Sensitive Toxins. Toxins (Basel) 2020; 12:toxins12110727. [PMID: 33233770 PMCID: PMC7699850 DOI: 10.3390/toxins12110727] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/12/2020] [Accepted: 11/16/2020] [Indexed: 12/12/2022] Open
Abstract
Biological toxins are a heterogeneous group of high molecular as well as low molecular weight toxins produced by living organisms. Due to their physical and logistical properties, biological toxins are very attractive to terrorists for use in acts of bioterrorism. Therefore, among the group of biological toxins, several are categorized as security relevant, e.g., botulinum neurotoxins, staphylococcal enterotoxins, abrin, ricin or saxitoxin. Additionally, several security sensitive toxins also play a major role in natural food poisoning outbreaks. For a prompt response to a potential bioterrorist attack using biological toxins, first responders need reliable, easy-to-use and highly sensitive methodologies for on-site detection of the causative agent. Therefore, the aim of this review is to present on-site immunoassay platforms for multiplex detection of biological toxins. Furthermore, we introduce several commercially available detection technologies specialized for mobile or on-site identification of security sensitive toxins.
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Traynor SM, Wang GA, Pandey R, Li F, Soleymani L. Dynamic Bio‐Barcode Assay Enables Electrochemical Detection of a Cancer Biomarker in Undiluted Human Plasma: A Sample‐In‐Answer‐Out Approach. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202009664] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Sarah M. Traynor
- Department of Biomedical Engineering McMaster University 1280 Main St. W. Hamilton ON Canada
| | - Guan A. Wang
- Department of Chemistry Brock University 1812 Sir Isaac Brock Way St. Catharines ON Canada
| | - Richa Pandey
- Department of Engineering Physics McMaster University 1280 Main St. W. Hamilton ON Canada
| | - Feng Li
- Key Laboratory of Green Chemistry and Technology of Ministry of Education College of Chemistry Brock University Canada
| | - Leyla Soleymani
- Department of Biomedical Engineering McMaster University 1280 Main St. W. Hamilton ON Canada
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Traynor SM, Wang GA, Pandey R, Li F, Soleymani L. Dynamic Bio‐Barcode Assay Enables Electrochemical Detection of a Cancer Biomarker in Undiluted Human Plasma: A Sample‐In‐Answer‐Out Approach. Angew Chem Int Ed Engl 2020; 59:22617-22622. [DOI: 10.1002/anie.202009664] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Indexed: 11/08/2022]
Affiliation(s)
- Sarah M. Traynor
- Department of Biomedical Engineering McMaster University 1280 Main St. W. Hamilton ON Canada
| | - Guan A. Wang
- Department of Chemistry Brock University 1812 Sir Isaac Brock Way St. Catharines ON Canada
| | - Richa Pandey
- Department of Engineering Physics McMaster University 1280 Main St. W. Hamilton ON Canada
| | - Feng Li
- Key Laboratory of Green Chemistry and Technology of Ministry of Education College of Chemistry Brock University Canada
| | - Leyla Soleymani
- Department of Biomedical Engineering McMaster University 1280 Main St. W. Hamilton ON Canada
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Abstract
The COVID-19 pandemic has created huge damage to society and brought panic around the world. Such panic can be ascribed to the seemingly deceptive features of COVID-19: Compared to other deadly viral outbreaks, it has medium transmission and mortality rates. As a result, the severity of the causative coronavirus, SARS-CoV-2, was deeply underestimated by society at the beginning of the COVID-19 outbreak. Based on this, in this review, we define the viruses with features similar to those of SARS-CoV-2 as the Panic Zone viruses. To contain those viruses, accurate and fast diagnosis followed by effective isolation and treatment of patients are pivotal at the early stage of virus breakouts. This is especially true when there is no cure or vaccine available for a transmissible disease, which is the case for the current COVID-19 pandemic. As of July 2020, more than 100 kits for COVID-19 diagnosis on the market have been surveyed in this review, while emerging sensing techniques for SARS-CoV-2 are also discussed. It is of critical importance to rationally use these kits for efficient management and control of the Panic Zone viruses. Therefore, we discuss guidelines to select diagnostic kits at different outbreak stages of the Panic Zone viruses, SARS-CoV-2 in particular. While it is of utmost importance to use nucleic acid based detection kits with low false negativity (high sensitivity) at the early stage of an outbreak, the low false positivity (high specificity) gains importance at later stages of the outbreak. When society is set to reopen from the lockdown stage of the COVID-19 pandemic, it becomes critical to have immunoassay based kits with high specificity to identify people who can safely return to society after their recovery from SARS-CoV-2 infections. Finally, since a massive attack from a viral pandemic requires a massive defense from the whole society, we urge both government and the private sector to research and develop affordable and reliable point-of-care testing (POCT) kits, which can be used massively by the general public (and therefore called massive POCT) to contain Panic Zone viruses in the future.
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Affiliation(s)
| | | | - Hanbin Mao
- Department of Chemistry and Biochemistry, Kent State University, Kent, OH, USA (44240)
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37
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Waas M, Kislinger T. Addressing Cellular Heterogeneity in Cancer through Precision Proteomics. J Proteome Res 2020; 19:3607-3619. [PMID: 32697918 DOI: 10.1021/acs.jproteome.0c00338] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Cells exhibit a broad spectrum of functions driven by differences in molecular phenotype. Understanding the heterogeneity between and within cell types has led to advances in our ability to diagnose and manipulate biological systems. Heterogeneity within and between tumors still poses a challenge to the development and efficacy of therapeutics. In this Perspective we review the toolkit of protein-level experimental approaches for investigating cellular heterogeneity. We describe how innovative approaches and technical developments have supported the advent of bottom-up single-cell proteomic analysis and present opportunities and challenges within cancer research. Finally, we introduce the concept of "precision proteomics" and discuss how the advantages and limitations of various experimental approaches render them suitable for different biological systems and questions.
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Rossetti M, Bertucci A, Patiño T, Baranda L, Porchetta A. Programming DNA-Based Systems through Effective Molarity Enforced by Biomolecular Confinement. Chemistry 2020; 26:9826-9834. [PMID: 32428310 DOI: 10.1002/chem.202001660] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/12/2020] [Indexed: 12/12/2022]
Abstract
The fundamental concept of effective molarity is observed in a variety of biological processes, such as protein compartmentalization within organelles, membrane localization and signaling paths. To control molecular encountering and promote effective interactions, nature places biomolecules in specific sites inside the cell in order to generate a high, localized concentration different from the bulk concentration. Inspired by this mechanism, scientists have artificially recreated in the lab the same strategy to actuate and control artificial DNA-based functional systems. Here, it is discussed how harnessing effective molarity has led to the development of a number of proximity-induced strategies, with applications ranging from DNA-templated organic chemistry and catalysis, to biosensing and protein-supported DNA assembly.
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Affiliation(s)
- Marianna Rossetti
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Alessandro Bertucci
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Tania Patiño
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Lorena Baranda
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Alessandro Porchetta
- Department of Chemistry, University of Rome Tor Vergata, Via della Ricerca Scientifica, 00133, Rome, Italy
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39
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Chavan D, Chen H, Crum M, Vu B, Safari M, Smith M, Vekilov P, Conrad JC, Kourentzi K, Willson RC. Neutral DNA-avidin nanoparticles as ultrasensitive reporters in immuno-PCR. Analyst 2020; 145:4942-4949. [PMID: 32500871 PMCID: PMC7412439 DOI: 10.1039/d0an00134a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
We have developed an immuno-PCR based diagnostic platform which couples detection antibodies to self-assembled, ultra-detectable DNA-avidin nanoparticles stabilized with poly(ethylene glycol) to link DNA amplification to target protein concentration. Electrostatic neutralization and cloaking of the PCR-amplifiable DNA labels by avidin and PEG coating reduces non-specific "stickiness" and enhances assay sensitivity. We further optimized the detectability of the nanoparticles by incorporating four repeats of a unique synthetic DNA PCR target into each nanoparticle. Using human chorionic gonadotropin hormone (hCG) as a model analyte, this platform was able to quantitate the target hCG protein in femtomolar concentrations using only standard laboratory equipment.
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Affiliation(s)
- Dimple Chavan
- Department of Biology and Biochemistry, University of Houston, Houston, Texas 77204, United States
| | - Hui Chen
- Department of Biology and Biochemistry, University of Houston, Houston, Texas 77204, United States
| | - Mary Crum
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Binh Vu
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Mohammad Safari
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Maxwell Smith
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Peter Vekilov
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Jacinta C. Conrad
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Katerina Kourentzi
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
| | - Richard C. Willson
- Department of Biology and Biochemistry, University of Houston, Houston, Texas 77204, United States
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States
- Escuela de Medicina y Ciencias de la Salud ITESM Monterrey, Mexico
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40
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Dahmke IN, Trampert P, Weinberg F, Mostajeran Z, Lautenschläger F, de Jonge N. Correlative Fluorescence- and Electron Microscopy of Whole Breast Cancer Cells Reveals Different Distribution of ErbB2 Dependent on Underlying Actin. Front Cell Dev Biol 2020; 8:521. [PMID: 32714928 PMCID: PMC7344305 DOI: 10.3389/fcell.2020.00521] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/02/2020] [Indexed: 12/26/2022] Open
Abstract
Epidermal growth factor receptor 2 (ErbB2) is found overexpressed in several cancers, such as gastric, and breast cancer, and is, therefore, an important therapeutic target. ErbB2 plays a central role in cancer cell invasiveness, and is associated with cytoskeletal reorganization. In order to study the spatial correlation of single ErbB2 proteins and actin filaments, we applied correlative fluorescence microscopy (FM), and scanning transmission electron microscopy (STEM) to image specifically labeled SKBR3 breast cancer cells. The breast cancer cells were grown on microchips, transformed to express an actin-green fluorescent protein (GFP) fusion protein, and labeled with quantum dot (QD) nanoparticles attached to specific anti-ErbB2 Affibodies. FM was performed to identify cellular regions with spatially correlated actin and ErbB2 expression. For STEM of the intact plasma membrane of whole cells, the cells were fixed and covered with graphene. Spatial distribution patterns of ErbB2 in the actin rich ruffled membrane regions were examined, and compared to adjacent actin-low regions of the same cell, revealing an association of putative signaling active ErbB2 homodimers with actin-rich regions. ErbB2 homodimers were found absent from actin-low membrane regions, as well as after treatment of cells with Cytochalasin D, which breaks up larger actin filaments. In both latter data sets, a significant inter-label distance of 36 nm was identified, possibly indicating an indirect attachment to helical actin filaments via the formation of heterodimers of ErbB2 with epidermal growth factor receptor (EGFR). The possible attachment to actin filaments was further explored by identifying linear QD-chains in actin-rich regions, which also showed an inter-label distance of 36 nm.
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Affiliation(s)
| | - Patrick Trampert
- German Research Center for Artificial Intelligence, Saarbrücken, Germany
| | | | | | - Franziska Lautenschläger
- INM – Leibniz Institute for New Materials, Saarbrücken, Germany
- Department of Physics, Saarland University, Saarbrücken, Germany
| | - Niels de Jonge
- INM – Leibniz Institute for New Materials, Saarbrücken, Germany
- Department of Physics, Saarland University, Saarbrücken, Germany
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41
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Bue M, Bergholt NL, Jensen LK, Jensen HE, Søballe K, Stilling M, Hanberg P. Inflammatory proteins in infected bone tissue - An explorative porcine study. Bone Rep 2020; 13:100292. [PMID: 32637468 PMCID: PMC7330156 DOI: 10.1016/j.bonr.2020.100292] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 06/02/2020] [Accepted: 06/22/2020] [Indexed: 12/01/2022] Open
Abstract
Objective To explore the in situ inflammatory proteins in the local extracellular fluid of infected bone tissue. Material and methods Seven pigs went through a two-step surgery performing a traumatically implant-associated Staphylococcus aureus osteomyelitis in the proximal tibia. Five days later, microdialysis catheters (membrane cut off: 20 kDa) were placed in the implant cavity, infected and healthy cancellous bone, and infected and healthy subcutaneous tissue. Plasma samples were collected simultaneously. We employed an antibody-based proximity extension assay (Olink Inflammatory panel) for the measurement of inflammatory molecules within plasma and extracellular fluid of the investigated tissue compartments. Results A higher normalized protein expression in the infected bone tissue in comparison to healthy bone tissue was identified for proteins associated with angiogenesis and bone remodeling: OPG, TGFα, MCP-1, VEGFA, and uPA. Moreover, a parallel detectability of the systemic range of cytokines and chemokines as from the investigated local tissue compartments was demonstrated, indicating the same occurrence of proteins in the local environment as within plasma. Conclusion An angiogenic and osteogenic inflammatory protein composition within the extracellular fluid of infected bone tissue was described. The findings support the current histopathological knowledge and, therefore, microdialysis may represent a valid method for sampling of material for protein investigation of the in vivo inflammatory composition within the extracellular environment in infected bone tissue.
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Affiliation(s)
- Mats Bue
- Aarhus Microdialysis Research Group, Orthopaedic Research Unit, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark.,Department of Orthopaedic Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Natasja Leth Bergholt
- Aarhus Microdialysis Research Group, Orthopaedic Research Unit, Aarhus University Hospital, Aarhus, Denmark
| | - Louise Kruse Jensen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Denmark
| | | | - Kjeld Søballe
- Aarhus Microdialysis Research Group, Orthopaedic Research Unit, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark.,Department of Orthopaedic Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Maiken Stilling
- Aarhus Microdialysis Research Group, Orthopaedic Research Unit, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark.,Department of Orthopaedic Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Pelle Hanberg
- Aarhus Microdialysis Research Group, Orthopaedic Research Unit, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus N, Denmark.,Department of Orthopaedic Surgery, Horsens Regional Hospital, Horsens, Denmark
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42
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Zhou H, Blevins MA, Hsu JY, Kong D, Galbraith MD, Goodspeed A, Culp-Hill R, Oliphant MUJ, Ramirez D, Zhang L, Trinidad-Pineiro J, Mathews Griner L, King R, Barnaeva E, Hu X, Southall NT, Ferrer M, Gustafson DL, Regan DP, D'Alessandro A, Costello JC, Patnaik S, Marugan J, Zhao R, Ford HL. Identification of a Small-Molecule Inhibitor That Disrupts the SIX1/EYA2 Complex, EMT, and Metastasis. Cancer Res 2020; 80:2689-2702. [PMID: 32341035 PMCID: PMC7510951 DOI: 10.1158/0008-5472.can-20-0435] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/19/2020] [Accepted: 04/22/2020] [Indexed: 02/07/2023]
Abstract
Metastasis is the major cause of mortality for patients with cancer, and dysregulation of developmental signaling pathways can significantly contribute to the metastatic process. The Sine oculis homeobox homolog 1 (SIX1)/eyes absent (EYA) transcriptional complex plays a critical role in the development of multiple organs and is typically downregulated after development is complete. In breast cancer, aberrant expression of SIX1 has been demonstrated to stimulate metastasis through activation of TGFβ signaling and subsequent induction of epithelial-mesenchymal transition (EMT). In addition, SIX1 can induce metastasis via non-cell autonomous means, including activation of GLI-signaling in neighboring tumor cells and activation of VEGFC-induced lymphangiogenesis. Thus, targeting SIX1 would be expected to inhibit metastasis while conferring limited side effects. However, transcription factors are notoriously difficult to target, and thus novel approaches to inhibit their action must be taken. Here we identified a novel small molecule compound, NCGC00378430 (abbreviated as 8430), that reduces the SIX1/EYA2 interaction. 8430 partially reversed transcriptional and metabolic profiles mediated by SIX1 overexpression and reversed SIX1-induced TGFβ signaling and EMT. 8430 was well tolerated when delivered to mice and significantly suppressed breast cancer-associated metastasis in vivo without significantly altering primary tumor growth. Thus, we have demonstrated for the first time that pharmacologic inhibition of the SIX1/EYA2 complex and associated phenotypes is sufficient to suppress breast cancer metastasis. SIGNIFICANCE: These findings identify and characterize a novel inhibitor of the SIX1/EYA2 complex that reverses EMT phenotypes suppressing breast cancer metastasis.
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Affiliation(s)
- Hengbo Zhou
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- Cancer Biology Program, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Melanie A Blevins
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Jessica Y Hsu
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Deguang Kong
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Matthew D Galbraith
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Andrew Goodspeed
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Rachel Culp-Hill
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Michael U J Oliphant
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Dominique Ramirez
- Flint Animal Cancer Center, Colorado State University, Fort Collins, Colorado
| | - Lingdi Zhang
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Jennyvette Trinidad-Pineiro
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Lesley Mathews Griner
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Rebecca King
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Elena Barnaeva
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Xin Hu
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Noel T Southall
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Marc Ferrer
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Daniel L Gustafson
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- Flint Animal Cancer Center, Colorado State University, Fort Collins, Colorado
| | - Daniel P Regan
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- Flint Animal Cancer Center, Colorado State University, Fort Collins, Colorado
| | - Angelo D'Alessandro
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - James C Costello
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Samarjit Patnaik
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Juan Marugan
- Early Translation Branch, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland
| | - Rui Zhao
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Heide L Ford
- Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora, Colorado.
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado
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43
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Abasıyanık MF, Wolfe K, Van Phan H, Lin J, Laxman B, White SR, Verhoef PA, Mutlu GM, Patel B, Tay S. Ultrasensitive digital quantification of cytokines and bacteria predicts septic shock outcomes. Nat Commun 2020; 11:2607. [PMID: 32451375 PMCID: PMC7248118 DOI: 10.1038/s41467-020-16124-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Accepted: 04/13/2020] [Indexed: 12/29/2022] Open
Abstract
Quantification of pathogen and host biomarkers is essential for the diagnosis, monitoring, and treatment of infectious diseases. Here, we demonstrate sensitive and rapid quantification of bacterial load and cytokines from human biological samples to generate actionable hypotheses. Our digital assay measures IL-6 and TNF-α proteins, gram-negative (GN) and gram-positive (GP) bacterial DNA, and the antibiotic-resistance gene blaTEM with femtomolar sensitivity. We use our method to characterize bronchoalveolar lavage fluid from patients with asthma, and find elevated GN bacteria and IL-6 levels compared to healthy subjects. We then analyze plasma from patients with septic shock and find that increasing levels of IL-6 and blaTEM are associated with mortality, while decreasing IL-6 levels are associated with recovery. Surprisingly, lower GN bacteria levels are associated with higher probability of death. Applying decision-tree analysis to our measurements, we are able to predict mortality and rate of recovery from septic shock with over 90% accuracy. Ultrasensitive methods for detection of biomarkers for infectious disease are needed for diagnosing, monitoring and targeting treatment. Here the authors develop a digital assay for inflammatory markers, bacterial DNA and antibotic-resistance genes and apply it to characterise asthma patients and predict mortality from septic shock.
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Affiliation(s)
- M Fatih Abasıyanık
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Krysta Wolfe
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA
| | - Hoang Van Phan
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Jing Lin
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA.,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA
| | - Bharathi Laxman
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA
| | - Steven R White
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA
| | - Philip A Verhoef
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA.,Center for Integrated Health Research, Kaiser Permanente Hawaii, Honolulu, HI, 96819, USA
| | - Gökhan M Mutlu
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA
| | - Bhakti Patel
- Department of Medicine, Section of Pulmonary/Critical Care, The University of Chicago, Chicago, IL, 60637, USA.
| | - Savaş Tay
- Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL, 60637, USA. .,Institute for Genomics and Systems Biology, The University of Chicago, Chicago, IL, 60637, USA.
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44
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Bhattacharya D, Azambuja AP, Simoes-Costa M. Metabolic Reprogramming Promotes Neural Crest Migration via Yap/Tead Signaling. Dev Cell 2020; 53:199-211.e6. [PMID: 32243782 PMCID: PMC7236757 DOI: 10.1016/j.devcel.2020.03.005] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 01/05/2020] [Accepted: 03/04/2020] [Indexed: 02/04/2023]
Abstract
The Warburg effect is one of the metabolic hallmarks of cancer cells, characterized by enhanced glycolysis even under aerobic conditions. This physiological adaptation is associated with metastasis , but we still have a superficial understanding of how it affects cellular processes during embryonic development. Here we report that the neural crest, a migratory stem cell population in vertebrate embryos, undergoes an extensive metabolic remodeling to engage in aerobic glycolysis prior to delamination. This increase in glycolytic flux promotes Yap/Tead signaling, which activates the expression of a set of transcription factors to drive epithelial-to-mesenchymal transition. Our results demonstrate how shifts in carbon metabolism can trigger the gene regulatory circuits that control complex cell behaviors. These findings support the hypothesis that the Warburg effect is a precisely regulated developmental mechanism that is anomalously reactivated during tumorigenesis and metastasis.
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Affiliation(s)
| | - Ana Paula Azambuja
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14850, USA
| | - Marcos Simoes-Costa
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14850, USA.
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Byrnes SA, Huynh T, Chang TC, Anderson CE, McDermott JJ, Oncina CI, Weigl BH, Nichols KP. Wash-Free, Digital Immunoassay in Polydisperse Droplets. Anal Chem 2020; 92:3535-3543. [DOI: 10.1021/acs.analchem.9b02526] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Samantha A. Byrnes
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Toan Huynh
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Tim C. Chang
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Caitlin E. Anderson
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - James J. McDermott
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Ciela I. Oncina
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Bernhard H. Weigl
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
| | - Kevin P. Nichols
- Center for In Vitro Diagnostics, Intellectual Ventures Laboratory, Bellevue, Washington 98007, United States
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Covill-Cooke C, Toncheva VS, Drew J, Birsa N, López-Doménech G, Kittler JT. Peroxisomal fission is modulated by the mitochondrial Rho-GTPases, Miro1 and Miro2. EMBO Rep 2020; 21:e49865. [PMID: 31894645 PMCID: PMC7001505 DOI: 10.15252/embr.201949865] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 11/08/2019] [Accepted: 11/13/2019] [Indexed: 11/09/2022] Open
Abstract
Peroxisomes are essential for a number of cellular functions, including reactive oxygen species metabolism, fatty acid β‐oxidation and lipid synthesis. To ensure optimal functionality, peroxisomal size, shape and number must be dynamically maintained; however, many aspects of how this is regulated remain poorly characterised. Here, we show that the localisation of Miro1 and Miro2—outer mitochondrial membrane proteins essential for mitochondrial trafficking—to peroxisomes is not required for basal peroxisomal distribution and long‐range trafficking, but rather for the maintenance of peroxisomal size and morphology through peroxisomal fission. Mechanistically, this is achieved by Miro negatively regulating Drp1‐dependent fission, a function that is shared with the mitochondria. We further find that the peroxisomal localisation of Miro is regulated by its first GTPase domain and is mediated by an interaction through its transmembrane domain with the peroxisomal‐membrane protein chaperone, Pex19. Our work highlights a shared regulatory role of Miro in maintaining the morphology of both peroxisomes and mitochondria, supporting a crosstalk between peroxisomal and mitochondrial biology.
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Affiliation(s)
- Christian Covill-Cooke
- Neuroscience, Physiology and Pharmacology Department, University College London, London, UK
| | - Viktoriya S Toncheva
- Neuroscience, Physiology and Pharmacology Department, University College London, London, UK
| | - James Drew
- Neuroscience, Physiology and Pharmacology Department, University College London, London, UK
| | - Nicol Birsa
- Neuroscience, Physiology and Pharmacology Department, University College London, London, UK
| | | | - Josef T Kittler
- Neuroscience, Physiology and Pharmacology Department, University College London, London, UK
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Proximity ligation assays for precise quantification of femtomolar proteins in single cells using self-priming microfluidic dPCR chip. Anal Chim Acta 2019; 1076:118-124. [DOI: 10.1016/j.aca.2019.05.034] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 04/29/2019] [Accepted: 05/13/2019] [Indexed: 01/09/2023]
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Azandaryani AH, Kashanian S, Jamshidnejad-Tosaramandani T. Recent Insights into Effective Nanomaterials and Biomacromolecules Conjugation in Advanced Drug Targeting. Curr Pharm Biotechnol 2019; 20:526-541. [DOI: 10.2174/1389201020666190417125101] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/18/2019] [Accepted: 04/01/2019] [Indexed: 12/11/2022]
Abstract
Targeted drug delivery, also known as smart drug delivery or active drug delivery, is a subcategory of nanomedicine. Using this strategy, the medication is delivered into the infected organs in the patient’s body or to the targeted sites inside the cells. In order to improve therapeutic efficiency and pharmacokinetic characteristics of the active pharmaceutical agents, conjugation of biomacromolecules such as proteins, nucleic acids, monoclonal antibodies, aptamers, and nanoparticulate drug carriers, has been mostly recommended by scientists in the last decades. Several covalent conjugation pathways are used for biomacromolecules coupling with nanomaterials in nanomedicine including carbodiimides and “click” mediated reactions, thiol-mediated conjugation, and biotin-avidin interactions. However, choosing one or a combination of these methods with suitable coupling for application to advanced drug delivery is essential. This review focuses on new and high impacted published articles in the field of nanoparticles and biomacromolecules coupling studies, as well as their advantages and applications.
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Affiliation(s)
- Abbas H. Azandaryani
- Nano Drug Delivery Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Soheila Kashanian
- Nano Drug Delivery Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
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Ten Cate V, Koeck T, Panova-Noeva M, Rapp S, Prochaska JH, Lenz M, Schulz A, Eggebrecht L, Hermanns MI, Heitmeier S, Krahn T, Laux V, Münzel T, Leineweber K, Konstantinides SV, Wild PS. A prospective cohort study to identify and evaluate endotypes of venous thromboembolism: Rationale and design of the Genotyping and Molecular Phenotyping in Venous ThromboEmbolism project (GMP-VTE). Thromb Res 2019; 181:84-91. [PMID: 31374513 DOI: 10.1016/j.thromres.2019.07.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Revised: 07/17/2019] [Accepted: 07/21/2019] [Indexed: 01/02/2023]
Abstract
Several clinical, genetic and acquired risk factors for venous thromboembolism (VTE) have been identified. However, the molecular pathophysiology and mechanisms of disease progression remain poorly understood. This is reflected by uncertainties regarding the primary and secondary prevention of VTE and the optimal duration of antithrombotic therapy. A growing body of literature points to clinically relevant differences between VTE phenotypes (e.g. deep vein thrombosis (DVT) versus pulmonary embolism (PE), unprovoked versus provoked VTE). Extensive links to cardiovascular, inflammatory and immune-related morbidities are testament to the complexity of the disease. The GMP-VTE project is a prospective, multi-center cohort study on individuals with objectively confirmed VTE. Sequential data sampling was performed at the time of the acute event and during serial follow-up investigations. Various data levels (e.g. clinical, genetic, proteomic and platelet data) are available for multi-dimensional data analyses by means of advanced statistical, bioinformatic and machine learning methods. The GMP-VTE project comprises n = 663 individuals with acute VTE (mean age: 60.3 ± 15.9 years; female sex: 42.8%). In detail, 28.4% individuals (n = 188) had acute isolated DVT, whereas 71.6% subjects (n = 475) had PE with or without concomitant DVT. In the study sample, 28.9% (n = 129) of individuals with PE and 30.1% (n = 55) of individuals with isolated DVT had a recurrent VTE event at the time of study enrolment. The systems-oriented approach for the comprehensive dataset of the GMP-VTE project may generate new biological insights into the pathophysiology of VTE and refine our current understanding and management of VTE.
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Affiliation(s)
- V Ten Cate
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - T Koeck
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - M Panova-Noeva
- Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center of the Johannes Gutenberg University Mainz, Germany
| | - S Rapp
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - J H Prochaska
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center of the Johannes Gutenberg University Mainz, Germany
| | - M Lenz
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Institute of Organismic and Molecular Evolution, Johannes Gutenberg University Mainz, Mainz, Germany
| | - A Schulz
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - L Eggebrecht
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - M I Hermanns
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; School of Chemistry, Biology and Pharmacy, Fresenius University of Applied Sciences, Idstein, Germany
| | | | - T Krahn
- Bayer AG, Wuppertal, Germany
| | - V Laux
- Bayer AG, Wuppertal, Germany
| | - T Münzel
- Center for Cardiology - Cardiology I, University Medical Center of the Johannes Gutenberg University Mainz, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center of the Johannes Gutenberg University Mainz, Germany; Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | - S V Konstantinides
- Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Department of Cardiology, Democritus University of Thrace, University General Hospital, Greece
| | - P S Wild
- Preventive Cardiology and Preventive Medicine, Center for Cardiology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Center for Thrombosis and Hemostasis (CTH), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Rhine Main, University Medical Center of the Johannes Gutenberg University Mainz, Germany.
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Bishop JD, Hsieh HV, Gasperino DJ, Weigl BH. Sensitivity enhancement in lateral flow assays: a systems perspective. LAB ON A CHIP 2019; 19:2486-2499. [PMID: 31251312 DOI: 10.1039/c9lc00104b] [Citation(s) in RCA: 118] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Lateral flow assays (LFAs) are rapid, inexpensive, easy-to-manufacture and -use tests widely employed in medical and environmental applications, particularly in low resource settings. Historically, LFAs have been stigmatized as having limited sensitivity. However, as their global usage expands, extensive research has demonstrated that it is possible to substantially improve LFA sensitivity without sacrificing their advantages. In this critical review, we have compiled state-of-the-art approaches to LFA sensitivity enhancement. Moreover, we have organized and evaluated these approaches from a system-level perspective, as we have observed that the advantages and disadvantages of each approach have arisen from the integrated and tightly interconnected chemical, physical, and optical properties of LFAs.
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Affiliation(s)
| | - Helen V Hsieh
- Intellectual Ventures Laboratory, Bellevue, 98007 WA, USA.
| | | | - Bernhard H Weigl
- Intellectual Ventures Laboratory, Bellevue, 98007 WA, USA. and Department of Bioengineering, University of Washington, Seattle, Washington 98195, USA.
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