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Krishnamurthy HK, Jayaraman V, Krishna K, Wang T, Bei K, Changalath C, Matilda S, Rai AJ, Welc-Falęciak R, Pawełczyk A, Blanton LS, Chrdle A, Fořtová A, Růžek D, Nasrallah GK, Abu-Raddadi LJ, Al-Sadeq DW, Abdallah MAA, Lilleri D, Fornara C, D'Angelo P, Furione M, Söderlund-Venermo M, Hedman K, Chochlakis D, Makridaki E, Ntoula A, Psaroulaki A, Escárcega-Ávila A, Rajasekaran JJ. A customizable multiplex protein microarray for antibody testing and its application for tick-borne and other infectious diseases. Sci Rep 2025; 15:2527. [PMID: 39833196 PMCID: PMC11747503 DOI: 10.1038/s41598-024-84467-0] [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: 01/16/2024] [Accepted: 12/24/2024] [Indexed: 01/22/2025] Open
Abstract
Tick-borne infections are the most common vector-borne diseases in the USA. Ticks harbor and transmit several infections with Lyme disease being the most common tickborne infection in the US and Europe. Lack of awareness about tick populations, specific diagnostic tests, and overlapping signs and symptoms of tick-borne infections can often lead to misdiagnosis affecting treatment and the prevalence data reported especially for non-Lyme tick-borne infections. The diagnostic tests currently available for tick-borne diseases are severely limited in their ability to provide accurate results and cannot detect multiple pathogens in a single run. The multiplex protein microarray developed at Vibrant was designed to detect multiple serological antibodies thereby detecting exposure to multiple pathogens simultaneously. Our microarray in its present form can accommodate 400 antigens (molecules that can bind to specific antibodies) and can multiplex across antigen types, whole cell lysates, recombinant proteins, and peptides. A designed array containing multiple antigens of several microbes including Borrelia burgdorferi, the Lyme disease spirochete, was manufactured and evaluated. The immunoglobulin M (IgM) and G (IgG) responses against several tick-borne microbes and other infectious agents were analyzed for analytical and clinical performance. The microarray improved IgM and IgG sensitivities and specificities of individual microbes when compared with the respective gold standards. The testing was also performed in a single run in comparison to multiple runs needed for comparable testing standards. In summary, our study presents a flexible multiplex microarray platform that can provide quick results with high sensitivity and specificity for evaluating exposure to varied infectious agents especially tick-borne pathogens.
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Affiliation(s)
| | | | | | | | - Kang Bei
- Vibrant Sciences LLC., San Carlos, CA, USA
| | | | | | - Alex J Rai
- Irving Medical Center, Department of Pathology & Cell Biology, Columbia University, New York, USA
| | - Renata Welc-Falęciak
- Department of Parasitology, Faculty of Biology, Diagnostic Laboratory of Parasitic Diseases and Zoonotic Infections, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Agnieszka Pawełczyk
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3C Pawińskiego Street, 02-106, Warsaw, Poland
| | - Lucas S Blanton
- Division of Infectious Diseases, Department of Internal Medicine, University of Texas Medical Branch, Galveston, TX, 77555, USA
| | - Aleš Chrdle
- Department of Infectious Diseases, Hospital Ceske Budejovice, Ceske Budejovice, Czech Republic
| | | | - Daniel Růžek
- Institute of Parasitology, Biology Centre of the Czech Academy of Sciences, Ceske Budejovice, Czech Republic
| | - Gheyath K Nasrallah
- Biomedical Sciences Department, College of Health Sciences, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Laith J Abu-Raddadi
- Biomedical Sciences Department, College of Health Sciences, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Duaa W Al-Sadeq
- Biomedical Sciences Department, College of Health Sciences, Qatar University, P.O. Box 2713, Doha, Qatar
| | | | - Daniele Lilleri
- Microbiologia E Virologia, Fondazione IRCCS Policlinico San Matteo, 27100, Pavia, Italy
| | - Chiara Fornara
- Microbiologia E Virologia, Fondazione IRCCS Policlinico San Matteo, 27100, Pavia, Italy
| | - Piera D'Angelo
- Microbiologia E Virologia, Fondazione IRCCS Policlinico San Matteo, 27100, Pavia, Italy
| | - Milena Furione
- Microbiologia E Virologia, Fondazione IRCCS Policlinico San Matteo, 27100, Pavia, Italy
| | | | - Klaus Hedman
- University of Helsinki, Haartmaninkatu 3, 00290, Helsinki, Finland
| | - Dimosthenis Chochlakis
- Laboratory of Clinical Microbiology and Microbial Pathogenesis, School of Medicine, University of Crete, 70013, Heraklion, Crete, Greece
| | - Eirini Makridaki
- Laboratory of Clinical Microbiology and Microbial Pathogenesis, School of Medicine, University of Crete, 70013, Heraklion, Crete, Greece
| | - Artemis Ntoula
- Laboratory of Clinical Microbiology and Microbial Pathogenesis, School of Medicine, University of Crete, 70013, Heraklion, Crete, Greece
| | - Anna Psaroulaki
- Laboratory of Clinical Microbiology and Microbial Pathogenesis, School of Medicine, University of Crete, 70013, Heraklion, Crete, Greece
| | - Angélica Escárcega-Ávila
- Laboratory of Biotechnology at, Institute of Biomedical Science, University of Ciudad Juárez, Ciudad Juárez, Mexico
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Caza TN, Al-Rabadi LF, Beck LH. How Times Have Changed! A Cornucopia of Antigens for Membranous Nephropathy. Front Immunol 2021; 12:800242. [PMID: 34899763 PMCID: PMC8662735 DOI: 10.3389/fimmu.2021.800242] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 11/09/2021] [Indexed: 11/13/2022] Open
Abstract
The identification of the major target antigen phospholipase A2 receptor (PLA2R) in the majority of primary (idiopathic) cases of membranous nephropathy (MN) has been followed by the rapid identification of numerous minor antigens that appear to define phenotypically distinct forms of disease. This article serves to review all the known antigens that have been shown to localize to subepithelial deposits in MN, as well as the distinctive characteristics associated with each subtype of MN. We will also shed light on the novel proteomic approaches that have allowed identification of the most recent antigens. The paradigm of an antigen normally expressed on the podocyte cell surface leading to in-situ immune complex formation, complement activation, and subsequent podocyte injury will be discussed and challenged in light of the current repertoire of multiple MN antigens. Since disease phenotypes associated with each individual target antigens can often blur the distinction between primary and secondary disease, we encourage the use of antigen-based classification of membranous nephropathy.
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Affiliation(s)
| | - Laith F. Al-Rabadi
- Department of Internal Medicine (Nephrology & Hypertension), University of Utah, Salt Lake City, UT, United States
| | - Laurence H. Beck
- Department of Medicine (Nephrology), Boston University School of Medicine and Boston Medical Center, Boston, MA, United States
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3
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Al-Rabadi LF, Caza T, Trivin-Avillach C, Rodan AR, Andeen N, Hayashi N, Williams B, Revelo MP, Clayton F, Abraham J, Lin E, Liou W, Zou CJ, Ramkumar N, Cummins T, Wilkey DW, Kawalit I, Herzog C, Storey A, Edmondson R, Sjoberg R, Yang T, Chien J, Merchant M, Arthur J, Klein J, Larsen C, Beck LH. Serine Protease HTRA1 as a Novel Target Antigen in Primary Membranous Nephropathy. J Am Soc Nephrol 2021; 32:1666-1681. [PMID: 33952630 PMCID: PMC8425645 DOI: 10.1681/asn.2020101395] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 02/21/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Identification of target antigens PLA2R, THSD7A, NELL1, or Semaphorin-3B can explain the majority of cases of primary membranous nephropathy (MN). However, target antigens remain unidentified in 15%-20% of patients. METHODS A multipronged approach, using traditional and modern technologies, converged on a novel target antigen, and capitalized on the temporal variation in autoantibody titer for biomarker discovery. Immunoblotting of human glomerular proteins followed by differential immunoprecipitation and mass spectrometric analysis was complemented by laser-capture microdissection followed by mass spectrometry, elution of immune complexes from renal biopsy specimen tissue, and autoimmune profiling on a protein fragment microarray. RESULTS These approaches identified serine protease HTRA1 as a novel podocyte antigen in a subset of patients with primary MN. Sera from two patients reacted by immunoblotting with a 51-kD protein within glomerular extract and with recombinant human HTRA1, under reducing and nonreducing conditions. Longitudinal serum samples from these patients seemed to correlate with clinical disease activity. As in PLA2R- and THSD7A- associated MN, anti-HTRA1 antibodies were predominantly IgG4, suggesting a primary etiology. Analysis of sera collected during active disease versus remission on protein fragment microarrays detected significantly higher titers of anti-HTRA1 antibody in active disease. HTRA1 was specifically detected within immune deposits of HTRA1-associated MN in 14 patients identified among three cohorts. Screening of 118 "quadruple-negative" (PLA2R-, THSD7A-, NELL1-, EXT2-negative) patients in a large repository of MN biopsy specimens revealed a prevalence of 4.2%. CONCLUSIONS Conventional and more modern techniques converged to identify serine protease HTRA1 as a target antigen in MN.
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Affiliation(s)
- Laith Farah Al-Rabadi
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah
| | | | - Claire Trivin-Avillach
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts
| | - Aylin R. Rodan
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah,Molecular Medicine Program, University of Utah Health, Salt Lake City, Utah,Department of Human Genetics, University of Utah Health, Salt Lake City, Utah,Medical Service, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, Utah
| | - Nicole Andeen
- Department of Pathology, Oregon Health and Science University, Portland, Oregon
| | - Norifumi Hayashi
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts,Kanazawa Medical University, Ishikawa, Japan
| | - Brandi Williams
- Moran Eye Center, University of Utah Health, Salt Lake City, Utah
| | - Monica P. Revelo
- Department of Pathology, University of Utah Health, Salt Lake City, Utah
| | - Fred Clayton
- Department of Pathology, University of Utah Health, Salt Lake City, Utah
| | - Jo Abraham
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah
| | - Edwin Lin
- Department of Human Genetics, University of Utah Health, Salt Lake City, Utah
| | - Willisa Liou
- Department of Pathology, University of Utah Health, Salt Lake City, Utah
| | - Chang-Jiang Zou
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah
| | - Nirupama Ramkumar
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah
| | - Tim Cummins
- Clinical Proteomics Laboratory, Division of Nephrology and Hypertension, Department of Medicine, University of Louisville School of Medicine, Louisville, Kentucky
| | - Daniel W. Wilkey
- Clinical Proteomics Laboratory, Division of Nephrology and Hypertension, Department of Medicine, University of Louisville School of Medicine, Louisville, Kentucky
| | - Issa Kawalit
- International Renal Care Association, Amman, Jordan
| | - Christian Herzog
- Nephrology Division, Internal Medicine Department, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - Aaron Storey
- Nephrology Division, Internal Medicine Department, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - Rick Edmondson
- Nephrology Division, Internal Medicine Department, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - Ronald Sjoberg
- Division of Affinity Proteomics, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Tianxin Yang
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah Health, Salt Lake City, Utah,Medical Service, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, Utah
| | - Jeremy Chien
- Department of Biochemistry and Molecular Medicine, University of California Davis Health, Davis, California
| | - Michael Merchant
- Clinical Proteomics Laboratory, Division of Nephrology and Hypertension, Department of Medicine, University of Louisville School of Medicine, Louisville, Kentucky
| | - John Arthur
- Nephrology Division, Internal Medicine Department, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - Jon Klein
- Clinical Proteomics Laboratory, Division of Nephrology and Hypertension, Department of Medicine, University of Louisville School of Medicine, Louisville, Kentucky,Robley Rex Veterans Administration Medical Center, Louisville, Kentucky
| | | | - Laurence H. Beck
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University School of Medicine, Boston, Massachusetts
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Diós Á, Elek R, Szabó I, Horváth S, Gyimesi J, Király R, Werkstetter K, Koletzko S, Fésüs L, Korponay-Szabó IR. Gamma-gliadin specific celiac disease antibodies recognize p31-43 and p57-68 alpha gliadin peptides in deamidation related manner as a result of cross-reaction. Amino Acids 2021; 53:1051-1063. [PMID: 34059947 PMCID: PMC8241804 DOI: 10.1007/s00726-021-03006-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Accepted: 05/17/2021] [Indexed: 12/02/2022]
Abstract
Celiac disease (CeD) is a T-cell-dependent enteropathy with autoimmune features where tissue transglutaminase (TG2)-mediated posttranslational modification of gliadin peptides has a decisive role in the pathomechanism. The humoral immune response is reported to target mainly TG2-deamidated γ-gliadin peptides. However, α-gliadin peptides, like p57-68, playing a crucial role in the T-cell response, and p31-43, a major trigger of innate responses, also contain B-cell gliadin epitopes and γ-gliadin like motifs. We aimed to identify if there are anti-gliadin-specific antibodies in CeD patients targeting the p31-43 and p57-68 peptides and to examine whether deamidation of these peptides could increase their antigenicity. We explored TG2-mediated deamidation of the p31-43 and p57-68 peptides, and investigated serum antibody reactivity toward the native and deamidated α and γ-gliadin peptides in children with confirmed CeD and in prospectively followed infants at increased risk for developing CeD. We affinity-purified antibody populations utilizing different single peptide gliadin antigens and tested their binding preferences for cross-reactivity in real-time interaction assays based on bio-layer interferometry. Our results demonstrate that there is serum reactivity toward p31-43 and p57-68 peptides, which is due to cross-reactive γ-gliadin specific antibodies. These γ-gliadin specific antibodies represent the first appearing antibody population in infancy and they dominate the serum reactivity of CeD patients even later on and without preference for deamidation. However, for the homologous epitope sequences in α-gliadins shorter than the core QPEQPFP heptapeptide, deamidation facilitates antibody recognition. These findings reveal the presence of cross-reactive antibodies in CeD patients recognizing the disease-relevant α-gliadins.
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Affiliation(s)
- Ádám Diós
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.,Doctoral School of Molecular Cell and Immune Biology, University of Debrecen, Debrecen, Hungary
| | - Rita Elek
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Ildikó Szabó
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Szilvia Horváth
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Judit Gyimesi
- Coeliac Disease Center, Heim Pál National Pediatric Institute, Budapest, Hungary
| | - Róbert Király
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Katharina Werkstetter
- Division of Gastroenterology and Hepatology, Department of Pediatrics, Dr. Von Hauner Children's Hospital, University Hospital, Ludwig-Maximilian's University Munich, Munich, Germany
| | - Sibylle Koletzko
- Division of Gastroenterology and Hepatology, Department of Pediatrics, Dr. Von Hauner Children's Hospital, University Hospital, Ludwig-Maximilian's University Munich, Munich, Germany.,Department of Pediatrics, Gastroenterology and Nutrition, School of Medicine Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland
| | - László Fésüs
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Ilma R Korponay-Szabó
- Department of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary. .,Coeliac Disease Center, Heim Pál National Pediatric Institute, Budapest, Hungary.
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5
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Jayaraman V, Krishna K, Yang Y, Rajasekaran KJ, Ou Y, Wang T, Bei K, Krishnamurthy HK, Rajasekaran JJ, Rai AJ, Green DA. An ultra-high-density protein microarray for high throughput single-tier serological detection of Lyme disease. Sci Rep 2020; 10:18085. [PMID: 33093502 PMCID: PMC7581523 DOI: 10.1038/s41598-020-75036-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 10/09/2020] [Indexed: 11/14/2022] Open
Abstract
Current serological immunoassays have inherent limitations for certain infectious diseases such as Lyme disease, a bacterial infection caused by Borrelia burgdorferi in North America. Here we report a novel method of manufacturing high-density multiplexed protein microarrays with the capacity to detect low levels of antibodies accurately from small blood volumes in a fully automated system. A panel of multiple serological markers for Lyme disease are measured using a protein microarray system, Lyme Immunochip, in a single step but interpreted adhering to the standard two-tiered testing algorithm (enzyme immunoassay followed by Western blot). Furthermore, an enhanced IgM assay was supplemented to improve the test's detection sensitivity for early Lyme disease. With a training cohort (n = 40) and a blinded validation cohort (n = 90) acquired from CDC, the Lyme Immunochip identified a higher proportion of Lyme disease patients than the two-tiered testing (82.4% vs 70.6% in the training set, 66.7% vs 60.0% in the validation set, respectively). Additionally, the Immunochip improved sensitivity to 100% while having a lower specificity of 95.2% using a set of investigational antigens which are being further evaluated with a large cohort of blinded samples from the CDC and Columbia University. This universal microarray platform provides an unprecedented opportunity to resolve a broad range of issues with diagnostic tests, including multiplexing, workflow simplicity, and reduced turnaround time and cost.
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Affiliation(s)
| | | | | | | | - Yuzheng Ou
- Vibrant America LLC., San Carlos, CA, USA
| | | | - Kang Bei
- Vibrant Sciences LLC., San Carlos, CA, USA
| | | | | | - Alex J Rai
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA
| | - Daniel A Green
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, NY, USA.
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6
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Yang Y, Rajendran V, Jayaraman V, Wang T, Bei K, Krishna K, Rajasekaran K, Rajasekaran JJ, Krishnamurthy H. Evaluation of the Vibrant DNA microarray for the high-throughput multiplex detection of enteric pathogens in clinical samples. Gut Pathog 2019; 11:51. [PMID: 31636718 PMCID: PMC6798489 DOI: 10.1186/s13099-019-0329-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 09/27/2019] [Indexed: 01/30/2023] Open
Abstract
Background Rapid detection of a wide range of etiologic agents is essential for appropriate treatment and control of gastrointestinal (GI) infections. A variety of microbial species including bacteria, viruses, parasites, and fungi have been recognized as diarrheagenic enteric pathogens. However, multiplex testing of various targets in a single reaction needs further improvement because of its limitation in species and throughput. Results This study aims at developing and evaluating a DNA microarray-based qualitative multiplexed polymerase chain reaction (PCR) assay, Vibrant GI pathogen panel (GPP), for simultaneous detection of 27 enteric GI pathogenic targets (16 bacteria, 5 viruses, 4 parasites, and 2 fungi) directly from stool specimens. Limits of detection ranged from 102 to 104 cells/mL for bacteria, 102 to 103 cells/mL for parasites, 102 to 103 RNA copies/mL for viruses, and 102 to 103 cells/mL for fungi. Performance characteristics were determined using 27 Quantitative Genomic DNAs, 212 spiked stool specimens, 1067 clinical and archived stool specimens. Overall sensitivity was 95.9% (95% CI 92.4–98.1) and specificity was 100% (95% CI 99.9–100). Polymicrobial detections contained either two or three organisms was 20.2% (35/173) of positive clinical specimens and 3.3% (35/1055) of all clinical specimens. Conclusion The Vibrant GPP is a comprehensive, high-throughput, and rapid DNA microarray to provide etiologic diagnosis of GI infections in the laboratory setting.
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Affiliation(s)
| | | | | | | | - Kang Bei
- Vibrant Sciences LLC, San Carlos, CA USA
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7
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Siriwardhane T, Krishna K, Devarajan K, Ranganathan V, Jayaraman V, Wang T, Bei K, Rajasekaran JJ, Krishnamurthy H. Insights into cardiovascular risk and nutritional status in subjects with wheat-related disorders. Biomarkers 2019; 24:303-307. [PMID: 30734586 DOI: 10.1080/1354750x.2019.1578829] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Objective: Wheat-related disorders are a spectrum of disorders associated with different autoimmune and non-autoimmune diseases. However, it is unclear whether these wheat-related disorders lead to adverse health effects such as cardiovascular risk, nutritional deficiencies etc. The objective of the study was to explore the lipid profiles and the nutritional status of subjects with wheat-related disorders to understand the potential threat of wheat on cardiovascular risk and nutritional deficiency. Method: A total of 1041 subjects who showed wheat-related symptoms were initially tested for the wheat protein antibody panel (Wheat Zoomer (WZ) panel and Coeliac Disease (CD) panel), then for cardiovascular panel and the micronutrient panel at Vibrant America Clinical Laboratory. Results: Subjects with both Wheat Zoomer positivity (WZ+) and Coeliac Disease positivity (CD+) had significantly low levels of high-density lipoproteins (HDL) (279/483(57.8%) and 29/47(61.7%) respectively), but only subjects with WZ + had low levels of Apo A1 (44/424(9.5%)), and high levels of Omega 6 fatty acids (53/334(15.9%)). None of the micronutrients tested showed a significant imbalance in WZ + subjects. Conclusion: Subjects with positive serology for WZ have deranged blood lipid profiles but did not show any significant micronutrient deficiency. Hence, our results showcase a significant association of wheat-related disorders to cardiovascular risk.
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Affiliation(s)
| | | | | | | | | | | | - Kang Bei
- b Vibrant Sciences LLC , San Carlos , CA , USA
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8
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Choung RS, Khaleghi Rostamkolaei S, Ju JM, Marietta EV, Van Dyke CT, Rajasekaran JJ, Jayaraman V, Wang T, Bei K, Rajasekaran KE, Krishna K, Krishnamurthy HK, Murray JA. Synthetic Neoepitopes of the Transglutaminase-Deamidated Gliadin Complex as Biomarkers for Diagnosing and Monitoring Celiac Disease. Gastroenterology 2019; 156:582-591.e1. [PMID: 30342033 DOI: 10.1053/j.gastro.2018.10.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 09/21/2018] [Accepted: 10/09/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS Celiac disease (CeD) has characteristics of an autoimmune disease, such as increased antibody levels to tissue transglutaminase (tTG). However, assays to measure these biomarkers in blood samples do not identify patients with sufficient accuracy for diagnosis or monitoring of CeD. We aimed to discover biomarkers of CeD derived from neoepitopes of deamidated gliadin peptides (DGP) and tTG fragments and to determine if immune reactivity against these epitopes can identify patients with CeD with mucosal healing. METHODS We analyzed serum samples from 90 patients with biopsy-proven CeD and 79 healthy individuals (controls) for immune reactivity against the tTG-DGP complex (discovery cohort). A fluorescent peptide microarray platform was used to estimate the antibody-binding intensity of each synthesized tTG-DGP epitope. We validated our findings in 82 patients with newly diagnosed CeD and 217 controls. We tested the ability of our peptide panel to identify patients with mucosal healing (based on the histologic analysis) using serum samples from patients with treated and healed CeD (n = 85), patients with treated but unhealed CeD (n = 81; villous atrophy despite a adhering a gluten-free diet), patients with untreated CeD (n = 82) and disease controls (n = 27), villous atrophy without CeD), and healthy controls (n = 217). Data were analyzed using principal component analysis followed by machine learning and support vector machine modeling. RESULTS We identified 172 immunogenic epitopes of the tTG-DGP complex. We found significantly increased immune reactivity against these epitopes vs controls. In the both cohort, the set of neoepitopes derived from the tTG-DGP complex identified patients with CeD with 99% sensitivity and 100% specificity. Serum samples from patients with untreated CeD had the greatest mean antibody-binding intensity against the tTG-DGP complex (32.5 ± 16.4). The average antibody-binding intensity was significantly higher in serum from patients with treated but unhealed CeD mucosa (15.1 ± 7.5) than in patients with treated and healed CeD mucosa (5.5 ± 3.4) (P < .001). The assay identified patients with mucosa healing status with 84% sensitivity and 95% specificity. CONCLUSIONS We identified immunogenic epitopes of the tTG-DGP complex, and found that an assay to measure the immune response to epitopes accurately identified patients with CeD, as well as patients with mucosal healing. This biomarker assay might be used in detection and monitoring of patients with CeD.
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Affiliation(s)
- Rok Seon Choung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | | | - Josephine M Ju
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Eric V Marietta
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Carol T Van Dyke
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | | | | | | | - Kang Bei
- Vibrant Sciences LLC, San Carlos, California
| | | | | | | | - Joseph A Murray
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
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Overlap of Characteristic Serological Antibodies in Rheumatoid Arthritis and Wheat-Related Disorders. DISEASE MARKERS 2019; 2019:4089178. [PMID: 30755781 PMCID: PMC6348907 DOI: 10.1155/2019/4089178] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 10/16/2018] [Indexed: 11/18/2022]
Abstract
Background and Aims Rheumatoid arthritis (RA) and celiac disease (CD) are members of the autoimmune disease family while they have been shown to share multiple aspects in epidemiology and clinical manifestations. The aim of this study was to assess the presence of wheat protein antibodies in RA seropositive subjects and the presence of RA diagnostic markers in subjects with seropositive wheat-related disorders including CD. Methods Serum samples were collected from 844 subjects with joint pain and/or gastrointestinal symptoms and tested by a CD panel (anti-tTG and anti-DGP), a Wheat Zoomer (WZ) antibody panel (IgG/IgA to 14 wheat proteins), and a RA panel (anti-CCP and anti-RF). Retrospective analysis was completed using de-identified clinical data and test results. Results The prevalence of RA markers was first investigated in CD- or WZ-positive subjects and negative controls. 49 subjects were seropositive in the CD panel with 10 (20%) RA positivity. 605 subjects were seropositive in the WZ panel with 106 (18%) RA positivity. 222 subjects were seronegative in either panels with 12 (6%) RA positivity. Next, the frequency of the CD markers and the clinically relevant wheat protein antibodies were investigated in the RA-positive subjects and negative controls. 128 subjects in this cohort were seropositive in the RA panel with 10 (8%) CD positivity and 106 (83%) WZ positivity, compared to 716 RA seronegative controls with 39 (5%) CD positivity and 499 (70%) WZ positivity. Conclusions Our data presents an apparent trend of overlapped serological antibody biomarker positivity in RA and wheat-related disorders.
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Yang Y, Krishna K, Deshpande P, Ranganathan V, Jayaraman V, Wang T, Bei K, Krishnamurthy H. High Frequency of Extractable Nuclear Autoantibodies in Wheat-Related Disorders. Biomark Insights 2018; 13:1177271918782893. [PMID: 29977112 PMCID: PMC6024268 DOI: 10.1177/1177271918782893] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 05/05/2018] [Indexed: 12/22/2022] Open
Abstract
Background and aims: There has been broad interest to explore the presence of autoimmunity among wheat-sensitive individuals, but neither the pathogenesis nor the relevance has been established. In this study, we evaluated the frequencies and levels of autoantibodies, which are important biomarkers of autoimmunity, in subjects with wheat-related disorders and controls. Anti-nuclear antibodies (ANA) and the specific ones against extractable nuclear antigens (ENA) were investigated. Methods: A total of 713 subjects who showed symptoms related to wheat ingestion were addressed to Vibrant America Clinical Laboratory from December 2015 to November 2017. Serum samples were collected from all subjects and tested with a wheat protein antibody panel (IgG and IgA to 18 proteins at the peptide level) and an autoantibody panel (ANA by immunofluorescence analysis and 10 ENA antibodies). Retrospective analysis was completed using de-identified clinical data and test results. Results: In the retrospective analysis, 38 (5%) were seropositive in a Celiac Disease panel, 491 (83%) were seropositive in a wheat protein antibody panel “Wheat Zoomer,” and 84 (12%) were seronegative in both panels. Anti-nuclear antibodies were detected in similar portions of the celiac disease subjects (13%), the Wheat Zoomer–positive subjects (12%), and seronegative controls (15%), which is also very close to the reported occurrence of ANA positivity (15%) in the healthy population. The prevalence of anti-ENA was reported to be less than 2% in the general population; however, our study found it to be much higher in the celiac disease subjects (29%) and the wheat-sensitive subjects (27%), compared with a smaller proportion of seronegative controls (19%). The prevalence of anti-histone was especially prominent among the celiac disease subjects (73%) and the Wheat Zoomer–positive subjects (60%). Conclusions: High proportions of wheat-related disease subjects carry ENA antibodies that are important specific biomarkers of autoimmunity.
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Affiliation(s)
| | | | | | | | | | | | - Kang Bei
- Vibrant Sciences LLC, San Carlos, CA, USA
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Zandian A, Forsström B, Häggmark-Månberg A, Schwenk JM, Uhlén M, Nilsson P, Ayoglu B. Whole-Proteome Peptide Microarrays for Profiling Autoantibody Repertoires within Multiple Sclerosis and Narcolepsy. J Proteome Res 2017; 16:1300-1314. [DOI: 10.1021/acs.jproteome.6b00916] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Arash Zandian
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Björn Forsström
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Anna Häggmark-Månberg
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Jochen M. Schwenk
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Mathias Uhlén
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Peter Nilsson
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
| | - Burcu Ayoglu
- Affinity Proteomics, SciLifeLab,
School of Biotechnology, KTH - Royal Institute of Technology, SE-171 21 Solna, Sweden
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Hardy MY, Tye-Din JA. Coeliac disease: a unique model for investigating broken tolerance in autoimmunity. Clin Transl Immunology 2016; 5:e112. [PMID: 27990287 PMCID: PMC5133362 DOI: 10.1038/cti.2016.58] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 09/12/2016] [Accepted: 09/12/2016] [Indexed: 01/06/2023] Open
Abstract
Coeliac disease, a prevalent immune-mediated enteropathy driven by dietary gluten, provides an exceptional human model to dissect the genetic, environmental and immunologic factors operating in autoimmunity. Despite the causative antigen being an exogenous food protein, coeliac disease has many features in common with autoimmune disease including a strong HLA class II association and the presence of pathogenic CD4+ T cells and autoantibodies. CD8+ intraepithelial lymphocytes specifically target and destroy intestinal epithelium in response to stress signals and not a specific antigen. A unique feature of coeliac disease is the ability to remove gluten to induce disease remission and reintroduce it to trigger a memory response. This provides an unparalleled opportunity to study disease-relevant CD4+ T cells that have been expanded in vivo. As a result, the causative peptides have been characterised at a level unprecedented for any autoimmune disease. Despite the complexity of the gluten proteome, resistance to gastrointestinal proteolysis and susceptibility to post-translational modification by transglutaminase help shape a restricted repertoire of immunogenic gluten peptides that have high affinity for disease-associated HLA. The critical steps in coeliac disease pathogenesis have been broadly elucidated and provide the basis for experimental therapies in pre-clinical or clinical development. However, little is known about how and why tolerance to gluten sometimes breaks or fails to develop. Understanding the interactions between genes, the environment, gluten immunity and the microbiome may provide novel approaches for the prevention and treatment of disease.
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Affiliation(s)
- Melinda Y Hardy
- Immunology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia
| | - Jason A Tye-Din
- Immunology Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, Australia; Department of Medical Biology, The University of Melbourne, Parkville, Victoria, Australia; Centre of Food and Allergy Research, Murdoch Children's Research Institute, Parkville, Victoria, Australia; Department of Gastroenterology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
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