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Martelo-Vidal L, Vázquez-Mera S, Miguéns-Suárez P, Bravo-López SB, Makrinioti H, Domínguez-Arca V, de-Miguel-Díez J, Gómez-Carballa A, Salas A, González-Barcala FJ, Salgado FJ, Nieto-Fontarigo JJ. Urinary Proteome and Exosome Analysis Protocol for the Discovery of Respiratory Diseases Biomarkers. Biomolecules 2025; 15:60. [PMID: 39858454 PMCID: PMC11762655 DOI: 10.3390/biom15010060] [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: 09/16/2024] [Revised: 11/04/2024] [Accepted: 12/31/2024] [Indexed: 01/27/2025] Open
Abstract
This study aims to develop a protocol for respiratory disease-associated biomarker discovery by combining urine proteome studies with urinary exosome components analysis (i.e., miRNAs). To achieve this, urine was DTT treated to decrease uromodulin, then concentrated and ultracentrifuged. Proteomic analyses of exosome-free urine were performed using LC-MS/MS. Simultaneously, miRNA expression from urine exosomes was measured using either RTqPCR (pre-amplification) or nCounter Nanostring (non-amplication) analyses. We detected 548 different proteins in exosome-free urine samples (N = 5) with high confidence (FDR < 1%), many of them being expressed in different non-renal tissues. Specifically, lung-related proteins were overrepresented (Fold enrichment = 1.31; FDR = 0.0335) compared to whole human proteome, and 10-15% were already described as protein biomarkers for several pulmonary diseases. Urine proteins identified belong to several functional categories important in respiratory pathology. We could confirm the expression of miRNAs previously connected to respiratory diseases (i.e., miR-16-5p, miR-21-5p, miR-146a-5p, and miR-215-5p) in urine exosomes by RTqPCR. Finally, we detected 333 miRNAs using Nanostring, 15 of them up-regulated in T2high asthma (N = 4) compared to T2low asthma (N = 4) and healthy subjects (N = 4). Therefore, this protocol combining the urinary proteome (exosome free) with the study of urinary exosome components (i.e., miRNAs) holds great potential for molecular biomarker discovery of non-renal and particularly respiratory pathologies.
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Affiliation(s)
- Laura Martelo-Vidal
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Sara Vázquez-Mera
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Pablo Miguéns-Suárez
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Susana Belén Bravo-López
- Proteomic Service, Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain;
| | - Heidi Makrinioti
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA;
| | - Vicente Domínguez-Arca
- Grupo de Física de Coloides y Polímeros, Departamento de Física de Partículas, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain;
- Bioprocess Engineering Group, Instituto de Investigacións Mariñas (IIM-CSIC), 36208 Vigo, Spain
| | - Javier de-Miguel-Díez
- Respiratory Department, Hospital General Universitario Gregorio Marañón, 28009 Madrid, Spain;
- Health Research Institute Gregorio Marañón (IISGM), 28009 Madrid, Spain
- Faculty of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Alberto Gómez-Carballa
- Genetics, Vaccines and Infections Research Group (GenViP), Instituto de Investigación Sanitaria de Santiago, Universidade de Santiago de Compostela, 15706 Santiago de Compostela, Spain; (A.G.-C.); (A.S.)
- Unidade de Xenética, Instituto de Ciencias Forenses, Facultade de Medicina, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
- Genética de Poblaciones en Biomedicina (GenPoB) Research Group, Instituto de Investigación Sanitaria (IDIS), Hospital Clínico Universitario de Santiago (SERGAS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBER-ES), 28029 Madrid, Spain
| | - Antonio Salas
- Genetics, Vaccines and Infections Research Group (GenViP), Instituto de Investigación Sanitaria de Santiago, Universidade de Santiago de Compostela, 15706 Santiago de Compostela, Spain; (A.G.-C.); (A.S.)
- Unidade de Xenética, Instituto de Ciencias Forenses, Facultade de Medicina, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
- Genética de Poblaciones en Biomedicina (GenPoB) Research Group, Instituto de Investigación Sanitaria (IDIS), Hospital Clínico Universitario de Santiago (SERGAS), 15706 Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBER-ES), 28029 Madrid, Spain
| | - Francisco Javier González-Barcala
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
- Department of Respiratory Medicine, University Hospital Complex of Santiago de Compostela, 15706 Santiago de Compostela, Spain
- Department of Medicine, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Francisco Javier Salgado
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
| | - Juan José Nieto-Fontarigo
- BioLympho Research Group, Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain; (L.M.-V.); (S.V.-M.); (P.M.-S.); (F.J.G.-B.); (J.J.N.-F.)
- Translational Research in Airway Diseases Group (TRIAD), Health Research Institute of Santiago de Compostela (IDIS), 15706 Santiago de Compostela, Spain
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Joshi N, Garapati K, Ghose V, Kandasamy RK, Pandey A. Recent progress in mass spectrometry-based urinary proteomics. Clin Proteomics 2024; 21:14. [PMID: 38389064 PMCID: PMC10885485 DOI: 10.1186/s12014-024-09462-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/12/2024] [Indexed: 02/24/2024] Open
Abstract
Serum or plasma is frequently utilized in biomedical research; however, its application is impeded by the requirement for invasive sample collection. The non-invasive nature of urine collection makes it an attractive alternative for disease characterization and biomarker discovery. Mass spectrometry-based protein profiling of urine has led to the discovery of several disease-associated biomarkers. Proteomic analysis of urine has not only been applied to disorders of the kidney and urinary bladder but also to conditions affecting distant organs because proteins excreted in the urine originate from multiple organs. This review provides a progress update on urinary proteomics carried out over the past decade. Studies summarized in this review have expanded the catalog of proteins detected in the urine in a variety of clinical conditions. The wide range of applications of urine analysis-from characterizing diseases to discovering predictive, diagnostic and prognostic markers-continues to drive investigations of the urinary proteome.
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Affiliation(s)
- Neha Joshi
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Kishore Garapati
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Vivek Ghose
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, India
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India
| | - Richard K Kandasamy
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, 55905, USA
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Akhilesh Pandey
- Institute of Bioinformatics, International Technology Park, Bangalore, 560066, India.
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, 55905, USA.
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
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Agra RM, Al-Daghri NM, Badimon L, Bodi V, Carbone F, Chen M, Cubedo J, Dullaart RPF, Eiras S, García-Monzón C, Gary T, Gnoni A, González-Rodríguez Á, Gremmel T, Hafner F, Hakala T, Huang B, Ickmans K, Irace C, Kholová I, Kimer N, Kytö V, März W, Miazgowski T, Møller S, Montecucco F, Niccoli G, Nijs J, Ozben S, Ozben T, Papassotiriou I, Papastamataki M, Reina-Couto M, Rios-Navarro C, Ritsch A, Sabico S, Seetho IW, Severino A, Sipilä J, Sousa T, Taszarek A, Taurino F, Tietge UJF, Tripolino C, Verloop W, Voskuil M, Wilding JPH. Research update for articles published in EJCI in 2014. Eur J Clin Invest 2016; 46:880-894. [PMID: 27571922 DOI: 10.1111/eci.12671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 08/26/2016] [Indexed: 02/05/2023]
Affiliation(s)
- Rosa María Agra
- Department of Cardiology and Coronary Unit, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain.
| | - Nasser M Al-Daghri
- Biomarkers Research Program, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
- Prince Mutaib Chair for Biomarkers of Osteoporosis, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Lina Badimon
- Cardiovascular Research Center (CSIC-ICCC), Barcelona, Spain
- Biomedical Research Institute Sant Pau (IIB-Sant Pau), Barcelona, Spain
- Cardiovascular Research Chair, UAB, Barcelona, Spain
| | - Vicente Bodi
- Cardiology Department, Hospital Clinico Universitario, INCLIVA, University of Valencia, Valencia, Spain
| | - Federico Carbone
- First Clinical of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
| | - Mao Chen
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Judit Cubedo
- Cardiovascular Research Center (CSIC-ICCC), Barcelona, Spain
- Biomedical Research Institute Sant Pau (IIB-Sant Pau), Barcelona, Spain
| | - Robin P F Dullaart
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Sonia Eiras
- Health Research Institute, University Clinical Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | - Carmelo García-Monzón
- Liver Research Unit, Santa Cristina University Hospital, Instituto de Investigación Sanitaria Princesa, CIBEREHD, Madrid, Spain
| | - Thomas Gary
- Division of Angiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Antonio Gnoni
- Department of Basic Medical Sciences, Neurosciences and Sensory Organs, University of Bari 'Aldo Moro', Bari, Italy
| | - Águeda González-Rodríguez
- Liver Research Unit, Santa Cristina University Hospital, Instituto de Investigación Sanitaria Princesa, CIBEREHD, Madrid, Spain
| | - Thomas Gremmel
- Department of Internal Medicine II, Medical University of Vienna, Vienna, Austria
| | - Franz Hafner
- Division of Angiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Tommi Hakala
- Department of Surgery, Tampere University Hospital, Tampere, Finland
| | - Baotao Huang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Kelly Ickmans
- Pain in Motion International Research Group, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium
| | - Concetta Irace
- Department of Clinical and Experimental Medicine, University Magna Graecia, Catanzaro, Italy
| | - Ivana Kholová
- Department of Pathology, Fimlab Laboratories, Tampere University Hospital, Tampere, Finland
| | - Nina Kimer
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Faculty of Health Sciences, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Ville Kytö
- Heart Center, Turku University Hospital, Turku, Finland
- Research Center of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Winfried März
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
- Vth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Synlab Academy, Synlab Holding Deutschland GmbH, Mannheim, Augsburg, Germany
| | - Tomasz Miazgowski
- Department of Hypertension and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Søren Møller
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Faculty of Health Sciences, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Fabrizio Montecucco
- First Clinical of Internal Medicine, Department of Internal Medicine, University of Genoa, Genoa, Italy
- IRCCS AOU San Martino-IST, Genoa, Italy
- Centre of Excellence for Biomedical Research (CEBR), University of Genoa, Genoa, Italy
| | | | - Jo Nijs
- Pain in Motion International Research Group, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education & Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium
- Department of Physical Medicine and Physiotherapy, University Hospital Brussels, Brussels, Belgium
| | - Serkan Ozben
- Department of Neurology, Antalya Training and Research Hospital, Antalya, Turkey
| | - Tomris Ozben
- Department of Medical Biochemistry, Medical Faculty, Akdeniz University, Antalya, Turkey
| | - Ioannis Papassotiriou
- Department of Clinical Biochemistry, 'Aghia Sophia' Children's Hospital, Athens, Greece
| | - Maria Papastamataki
- Department of Clinical Biochemistry, 'Aghia Sophia' Children's Hospital, Athens, Greece
| | - Marta Reina-Couto
- Departamento de Farmacologia e Terapêutica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- MedInUP - Centro de Investigação Farmacológica e Inovação Medicamentosa, Universidade do Porto, Porto, Portugal
- Departamento de Medicina Intensiva, Centro Hospitalar São João, Porto, Portugal
| | - Cesar Rios-Navarro
- Cardiology Department, Hospital Clinico Universitario, INCLIVA, University of Valencia, Valencia, Spain
| | - Andreas Ritsch
- Department of Internal Medicine, Medical University of Innsbruck, Innsbruck, Austria
| | - Shaun Sabico
- Biomarkers Research Program, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
- Prince Mutaib Chair for Biomarkers of Osteoporosis, Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Ian W Seetho
- Obesity and Endocrinology Research Group, University Hospital Aintree, University of Liverpool, Liverpool, UK
| | | | - Jussi Sipilä
- North Karelia Central Hospital, Joensuu, Finland
- Division of Clinical Neurosciences, Turku University Hospital, Turku, Finland
- Department of Neurology, University of Turku, Turku, Finland
| | - Teresa Sousa
- Departamento de Farmacologia e Terapêutica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
- MedInUP - Centro de Investigação Farmacológica e Inovação Medicamentosa, Universidade do Porto, Porto, Portugal
| | - Aleksandra Taszarek
- Department of Hypertension and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Federica Taurino
- Department of Biological and Environmental Sciences and Technologies, University of Salento, Lecce, Italy
| | - Uwe J F Tietge
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Cesare Tripolino
- Department of Clinical and Experimental Medicine, University Magna Graecia, Catanzaro, Italy
| | - Willemien Verloop
- Department of Cardiology, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Michiel Voskuil
- Department of Cardiology, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - John P H Wilding
- Obesity and Endocrinology Research Group, University Hospital Aintree, University of Liverpool, Liverpool, UK
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