1
|
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.
Collapse
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
| |
Collapse
|
2
|
Qin W, Liang A, Han X, Zhang M, Gao Y, Zhao C. Quantitative urinary proteome analysis reveals potential biomarkers for disease activity of Behcet's disease uveitis. BMC Ophthalmol 2024; 24:277. [PMID: 38982370 PMCID: PMC11232131 DOI: 10.1186/s12886-024-03557-9] [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: 07/30/2023] [Accepted: 07/03/2024] [Indexed: 07/11/2024] Open
Abstract
PURPOSE Behçet's disease-associated uveitis (BDU) is a severe, recurrent inflammatory condition affecting the eye and is part of a systemic vasculitis with unknown etiology, making biomarker discovery essential for disease management. In this study, we intend to investigate potential urinary biomarkers to monitor the disease activity of BDU. METHODS Firstly, label-free data-dependent acquisition (DDA) and tandem mass tag (TMT)-labeled quantitative proteomics methods were used to profile the proteomes of urine from active and quiescent BDU patients, respectively. For further exploration, the remaining fifty urine samples were analyzed by a data-independent acquisition (DIA) quantitative proteomics method. RESULTS Twenty-nine and 21 differential proteins were identified in the same urine from BDU patients by label-free DDA and TMT-labeled analyses, respectively. Seventy-nine differentially expressed proteins (DEPs) were significantly changed in other active BDU urine samples compared to those in quiescent BDU urine samples by IDA analysis. Gene Ontology (GO) and protein-protein interaction (PPI) analyses revealed that the DEPs were associated with multiple functions, including the immune and neutrophil activation responses. Finally, seven proteins were identified as candidate biomarkers for BDU monitoring and recurrence prediction, namely, CD38, KCRB, DPP4, FUCA2, MTPN, S100A8 and S100A9. CONCLUSIONS Our results showed that urine can be a good source of biomarkers for BDU. These dysregulated proteins provide potential urinary biomarkers for BDU activity monitoring and provide valuable clues for the analysis of the pathogenic mechanisms of BDU.
Collapse
Affiliation(s)
- Weiwei Qin
- Department of Anesthesiology, Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, 266071, China
- Beijing Key Laboratory of Gene Engineering Drug and Biotechnology, College of Life Sciences, Beijing Normal University, Beijing100875, China
| | - Anyi Liang
- Key Laboratory of Ocular Fundus Diseases, Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China
- Department of Ophthalmology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China
| | - Xiaoxu Han
- Key Laboratory of Ocular Fundus Diseases, Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China
| | - Meifen Zhang
- Key Laboratory of Ocular Fundus Diseases, Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China
| | - Youhe Gao
- Beijing Key Laboratory of Gene Engineering Drug and Biotechnology, College of Life Sciences, Beijing Normal University, Beijing100875, China.
| | - Chan Zhao
- Key Laboratory of Ocular Fundus Diseases, Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China.
| |
Collapse
|
3
|
Zhang X, Dai Y, Ma F, Ma Y, Wang J, Li X, Qin W. Effect of electroacupuncture on global cerebral ischemia-reperfusion injury in rats: A urine proteome analysis. Brain Behav 2024; 14:e3382. [PMID: 38376040 PMCID: PMC10772847 DOI: 10.1002/brb3.3382] [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: 08/06/2023] [Accepted: 12/20/2023] [Indexed: 02/21/2024] Open
Abstract
BACKGROUND This study aimed to investigate dynamic urinary proteome changes of electroacupuncture (EP) on cerebral ischemia-reperfusion (CI/R) injured rats and to explore the therapeutic biological mechanisms of EP. METHODS First, changed urinary proteins were found in EP stimulation in healthy rats. Then, we used a CI/R injury rat model induced by Pulsinelli's four-vessel occlusion (4-VO) method to explore the function of EP on urinary proteome in CI/R injury. Urine samples were collected for proteome analysis by liquid chromatography-tandem mass spectrometry (LC-MS/MS) and bioinformatics analysis. RESULTS In total, 384 proteins were identified, among which 47 proteins (23 upregulated, 24 downregulated) were differentially expressed with 0.6-log FC and p < .05. Gene ontology analysis revealed that the cell redox homeostasis, acute-phase response, response to lipopolysaccharide, and cellular response to glucocorticoid stimulus were significantly enriched. The partially biologically connected differential proteins were found by the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis in the EP group. With the CI/R rat model, 80 proteins (27 upregulated, 53 downregulated) were significantly changed in the CI/R rats compared to the controls. Among these differentially expressed proteins (DEPs), 23 proteins (17 upregulated, six downregulated) showed significant changes after EP treatment (0.6-log FC change, p < .05). The main related biological processes were aging, immune response, acute-phase response, liver regeneration, protein catabolic process, and response to oxidative stress. Many metabolic pathways were enriched by KEGG analysis. CONCLUSION Our results indicate that the EP could alleviate cerebral damage induced by ischemia-reperfusion through an anti-inflammatory and metabolism regulation mechanism. The urinary proteome might reflect the pathophysiological changes in EP pretreatment in the treatment and prevention of CI/R injury.
Collapse
Affiliation(s)
- Xiao Zhang
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
| | - Yuting Dai
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
| | - Fuguo Ma
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
| | - Yuan Ma
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
| | - Jiajia Wang
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
| | - Xiaoxia Li
- Department of Genetics and Cell Biology, Basic Medical CollegeQingdao UniversityQingdaoChina
| | - Weiwei Qin
- Department of AnesthesiologyQingdao HospitalUniversity of Health and Rehabilitation Sciences (Qingdao Municipal Hospital)QingdaoChina
- Department of Genetics and Cell Biology, Basic Medical CollegeQingdao UniversityQingdaoChina
| |
Collapse
|
4
|
Qin W, Huang H, Dai Y, Han W, Gao Y. Proteome analysis of urinary biomarkers in a cigarette smoke-induced COPD rat model. Respir Res 2022; 23:156. [PMID: 35705945 PMCID: PMC9202220 DOI: 10.1186/s12931-022-02070-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 05/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic obstructive pulmonary disease (COPD) is a chronic inflammatory airway disease caused by inhalation of cigarette smoke (CS) and other harmful gases and particles. METHODS This study aimed to explore potential urinary biomarkers for CS-induced COPD based on LC-MS/MS analysis. RESULTS A total of 340 urinary proteins were identified, of which 79 were significantly changed (30, 31, and 37 at week 2, 4 and 8, respectively). GO annotation of the differential urinary proteins revealed that acute-phase response, response to organic cyclic compounds, complement activation classical pathway, and response to lead ion were significantly enriched at week 2 and 4. Another four processes were only enriched at week 8, namely response to oxidative stress, positive regulation of cell proliferation, thyroid hormone generation, and positive regulation of apoptotic process. The PPI network indicated that these differential proteins were biologically connected in CS-exposed rats. Of the 79 differential proteins in CS-exposed rats, 56 had human orthologs. Seven proteins that had changed at week 2 and 4 when there were no changes of pulmonary function and pathological morphology were verified as potential biomarkers for early screening of CS-induced COPD by proteomic analysis. Another six proteins that changed at week 8 when obvious airflow obstruction was detected were verified as potential biomarkers for prognostic assessment of CS-induced COPD. CONCLUSIONS These results reveal that the urinary proteome could sensitively reflect pathological changes in CS-exposed rats, and provide valuable clues for exploring COPD biomarkers.
Collapse
Affiliation(s)
- Weiwei Qin
- Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China
- Department of Biochemistry and Molecular Biology, Gene Engineering Drug and Biotechnology Beijing Key Laboratory, Beijing Normal University, Beijing, 100875, China
| | - He Huang
- Department of Biochemistry and Molecular Biology, Gene Engineering Drug and Biotechnology Beijing Key Laboratory, Beijing Normal University, Beijing, 100875, China
| | - Yuting Dai
- Department of Anesthesiology, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China
| | - Wei Han
- Department of Respiratory Medicine, Qingdao Municipal Hospital, Qingdao University, Qingdao, 266071, China.
| | - Youhe Gao
- Department of Biochemistry and Molecular Biology, Gene Engineering Drug and Biotechnology Beijing Key Laboratory, Beijing Normal University, Beijing, 100875, China.
| |
Collapse
|