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Urinary Metabolic Signature of Primary Aldosteronism: Gender and Subtype‐Specific Alterations
Purpose The current clinical investigation for primary aldosteronism (PA) diagnosis requires complex expensive tests from the initial suspicion to the final subtype classification, including invasive approaches; therefore, appropriate markers for subtype definition are greatly desirable. The present...
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Published in: | Proteomics. Clinical applications 2019-07, Vol.13 (4), p.e1800049-n/a |
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container_title | Proteomics. Clinical applications |
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creator | Lana, Alessandro Alexander, Keisha Castagna, Annalisa D'Alessandro, Angelo Morandini, Francesca Pizzolo, Francesca Zorzi, Francesco Mulatero, Paolo Zolla, Lello Olivieri, Oliviero |
description | Purpose
The current clinical investigation for primary aldosteronism (PA) diagnosis requires complex expensive tests from the initial suspicion to the final subtype classification, including invasive approaches; therefore, appropriate markers for subtype definition are greatly desirable. The present study performs a metabolomics analysis to further examine specific molecular signatures of PA urines
Experimental design
The study considered PA subtype and gender‐related differences using two orthogonal advanced UHPLC‐MS metabolomics approaches. Patients with essential hypertension (n = 36) and PA (n = 50) who were referred to the outpatient hypertension clinic and matched healthy subjects (n = 10) are investigated.
Results
Statistically significant changes (p 1.5) of metabolites involved in central carbon, energy, and nitrogen metabolism are identified, especially purine and pyrimidine nucleosides and precursors, and free amino acids. PLS‐DA interpretation provides strong evidence of a disease‐specific metabolic pattern with dAMP, diiodothyronine, and 5‐methoxytryptophan as leading factors, and a sex‐specific metabolic pattern associated with orotidine 5‐phosphate, N‐acetylalanine, hydroxyproline, and cysteine. The results are verified using an independent sample set, which confirms the identification of specific signatures.
Conclusions and clinical relevance
Metabolomics is used to identify low molecular weight molecular markers of PA, which paves the way for follow‐up validation studies in larger cohorts. |
doi_str_mv | 10.1002/prca.201800049 |
format | article |
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The current clinical investigation for primary aldosteronism (PA) diagnosis requires complex expensive tests from the initial suspicion to the final subtype classification, including invasive approaches; therefore, appropriate markers for subtype definition are greatly desirable. The present study performs a metabolomics analysis to further examine specific molecular signatures of PA urines
Experimental design
The study considered PA subtype and gender‐related differences using two orthogonal advanced UHPLC‐MS metabolomics approaches. Patients with essential hypertension (n = 36) and PA (n = 50) who were referred to the outpatient hypertension clinic and matched healthy subjects (n = 10) are investigated.
Results
Statistically significant changes (p < 0.05 ANOVA, Fc > 1.5) of metabolites involved in central carbon, energy, and nitrogen metabolism are identified, especially purine and pyrimidine nucleosides and precursors, and free amino acids. PLS‐DA interpretation provides strong evidence of a disease‐specific metabolic pattern with dAMP, diiodothyronine, and 5‐methoxytryptophan as leading factors, and a sex‐specific metabolic pattern associated with orotidine 5‐phosphate, N‐acetylalanine, hydroxyproline, and cysteine. The results are verified using an independent sample set, which confirms the identification of specific signatures.
Conclusions and clinical relevance
Metabolomics is used to identify low molecular weight molecular markers of PA, which paves the way for follow‐up validation studies in larger cohorts.</description><identifier>ISSN: 1862-8346</identifier><identifier>EISSN: 1862-8354</identifier><identifier>DOI: 10.1002/prca.201800049</identifier><identifier>PMID: 30580498</identifier><language>eng</language><publisher>Germany: Wiley Subscription Services, Inc</publisher><subject>aldosterone‐producing adenoma ; aldosterone‐to‐renin ratio ; Amino acids ; Biomarkers - urine ; Design of experiments ; Endocrine disorders ; Energy metabolism ; Essential Hypertension - urine ; Experimental design ; Female ; Gender ; Humans ; Hydroxyproline ; Hyperaldosteronism - urine ; Hypertension ; Low molecular weights ; Male ; Markers ; Metabolism ; Metabolites ; Metabolomics ; Middle Aged ; Molecular weight ; Nitrogen ; Nitrogen metabolism ; primary aldosteronism ; Sex Characteristics ; Statistical analysis ; urinary metabolomics ; Variance analysis</subject><ispartof>Proteomics. Clinical applications, 2019-07, Vol.13 (4), p.e1800049-n/a</ispartof><rights>2018 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim</rights><rights>2018 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.</rights><rights>2019 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4087-d020e4e33866357e86c1170384ca0061940a413073c9c5549fdf68ba4c6b6bef3</citedby><cites>FETCH-LOGICAL-c4087-d020e4e33866357e86c1170384ca0061940a413073c9c5549fdf68ba4c6b6bef3</cites><orcidid>0000-0001-8209-9056</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30580498$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lana, Alessandro</creatorcontrib><creatorcontrib>Alexander, Keisha</creatorcontrib><creatorcontrib>Castagna, Annalisa</creatorcontrib><creatorcontrib>D'Alessandro, Angelo</creatorcontrib><creatorcontrib>Morandini, Francesca</creatorcontrib><creatorcontrib>Pizzolo, Francesca</creatorcontrib><creatorcontrib>Zorzi, Francesco</creatorcontrib><creatorcontrib>Mulatero, Paolo</creatorcontrib><creatorcontrib>Zolla, Lello</creatorcontrib><creatorcontrib>Olivieri, Oliviero</creatorcontrib><title>Urinary Metabolic Signature of Primary Aldosteronism: Gender and Subtype‐Specific Alterations</title><title>Proteomics. Clinical applications</title><addtitle>Proteomics Clin Appl</addtitle><description>Purpose
The current clinical investigation for primary aldosteronism (PA) diagnosis requires complex expensive tests from the initial suspicion to the final subtype classification, including invasive approaches; therefore, appropriate markers for subtype definition are greatly desirable. The present study performs a metabolomics analysis to further examine specific molecular signatures of PA urines
Experimental design
The study considered PA subtype and gender‐related differences using two orthogonal advanced UHPLC‐MS metabolomics approaches. Patients with essential hypertension (n = 36) and PA (n = 50) who were referred to the outpatient hypertension clinic and matched healthy subjects (n = 10) are investigated.
Results
Statistically significant changes (p < 0.05 ANOVA, Fc > 1.5) of metabolites involved in central carbon, energy, and nitrogen metabolism are identified, especially purine and pyrimidine nucleosides and precursors, and free amino acids. PLS‐DA interpretation provides strong evidence of a disease‐specific metabolic pattern with dAMP, diiodothyronine, and 5‐methoxytryptophan as leading factors, and a sex‐specific metabolic pattern associated with orotidine 5‐phosphate, N‐acetylalanine, hydroxyproline, and cysteine. The results are verified using an independent sample set, which confirms the identification of specific signatures.
Conclusions and clinical relevance
Metabolomics is used to identify low molecular weight molecular markers of PA, which paves the way for follow‐up validation studies in larger cohorts.</description><subject>aldosterone‐producing adenoma</subject><subject>aldosterone‐to‐renin ratio</subject><subject>Amino acids</subject><subject>Biomarkers - urine</subject><subject>Design of experiments</subject><subject>Endocrine disorders</subject><subject>Energy metabolism</subject><subject>Essential Hypertension - urine</subject><subject>Experimental design</subject><subject>Female</subject><subject>Gender</subject><subject>Humans</subject><subject>Hydroxyproline</subject><subject>Hyperaldosteronism - urine</subject><subject>Hypertension</subject><subject>Low molecular weights</subject><subject>Male</subject><subject>Markers</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Middle Aged</subject><subject>Molecular weight</subject><subject>Nitrogen</subject><subject>Nitrogen metabolism</subject><subject>primary aldosteronism</subject><subject>Sex Characteristics</subject><subject>Statistical analysis</subject><subject>urinary metabolomics</subject><subject>Variance analysis</subject><issn>1862-8346</issn><issn>1862-8354</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqFkD1v2zAQQImiQeM4WTsWArp0sXP8FNXNMBqnQIIEcTITFHUqGMiiSkoIvOUn9Dfml0SGXQ9dOvEAvns4PEI-U5hTAHbZRWfnDKgGAFF8IBOqFZtpLsXH4yzUKTlL6RlACpbDJ3LKQeoR1xNinqJvbdxmt9jbMjTeZWv_q7X9EDELdXYf_Wb3vWiqkHqMofVp8z1bYVthzGxbZeuh7Lcdvr3-WXfofD0aFs1I2t6HNp2Tk9o2CS8O75Q8Xf14XF7Pbu5WP5eLm5kToPNZBQxQIOdaKS5z1MpRmgPXwlkARQsBVlAOOXeFk1IUdVUrXVrhVKlKrPmUfNt7uxh-D5h6s_HJYdPYFsOQDKMKqGRK8BH9-g_6HIbYjtcZxqSWKqfFjprvKRdDShFr0-1TGApml97s0ptj-nHhy0E7lBusjvjf1iMg9sCLb3D7H525f1guGPCcvwN79Y9B</recordid><startdate>201907</startdate><enddate>201907</enddate><creator>Lana, Alessandro</creator><creator>Alexander, Keisha</creator><creator>Castagna, Annalisa</creator><creator>D'Alessandro, Angelo</creator><creator>Morandini, Francesca</creator><creator>Pizzolo, Francesca</creator><creator>Zorzi, Francesco</creator><creator>Mulatero, Paolo</creator><creator>Zolla, Lello</creator><creator>Olivieri, Oliviero</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8209-9056</orcidid></search><sort><creationdate>201907</creationdate><title>Urinary Metabolic Signature of Primary Aldosteronism: Gender and Subtype‐Specific Alterations</title><author>Lana, Alessandro ; Alexander, Keisha ; Castagna, Annalisa ; D'Alessandro, Angelo ; Morandini, Francesca ; Pizzolo, Francesca ; Zorzi, Francesco ; Mulatero, Paolo ; Zolla, Lello ; Olivieri, Oliviero</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4087-d020e4e33866357e86c1170384ca0061940a413073c9c5549fdf68ba4c6b6bef3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>aldosterone‐producing adenoma</topic><topic>aldosterone‐to‐renin ratio</topic><topic>Amino acids</topic><topic>Biomarkers - urine</topic><topic>Design of experiments</topic><topic>Endocrine disorders</topic><topic>Energy metabolism</topic><topic>Essential Hypertension - urine</topic><topic>Experimental design</topic><topic>Female</topic><topic>Gender</topic><topic>Humans</topic><topic>Hydroxyproline</topic><topic>Hyperaldosteronism - urine</topic><topic>Hypertension</topic><topic>Low molecular weights</topic><topic>Male</topic><topic>Markers</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>Middle Aged</topic><topic>Molecular weight</topic><topic>Nitrogen</topic><topic>Nitrogen metabolism</topic><topic>primary aldosteronism</topic><topic>Sex Characteristics</topic><topic>Statistical analysis</topic><topic>urinary metabolomics</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lana, Alessandro</creatorcontrib><creatorcontrib>Alexander, Keisha</creatorcontrib><creatorcontrib>Castagna, Annalisa</creatorcontrib><creatorcontrib>D'Alessandro, Angelo</creatorcontrib><creatorcontrib>Morandini, Francesca</creatorcontrib><creatorcontrib>Pizzolo, Francesca</creatorcontrib><creatorcontrib>Zorzi, Francesco</creatorcontrib><creatorcontrib>Mulatero, Paolo</creatorcontrib><creatorcontrib>Zolla, Lello</creatorcontrib><creatorcontrib>Olivieri, Oliviero</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Proteomics. Clinical applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lana, Alessandro</au><au>Alexander, Keisha</au><au>Castagna, Annalisa</au><au>D'Alessandro, Angelo</au><au>Morandini, Francesca</au><au>Pizzolo, Francesca</au><au>Zorzi, Francesco</au><au>Mulatero, Paolo</au><au>Zolla, Lello</au><au>Olivieri, Oliviero</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Urinary Metabolic Signature of Primary Aldosteronism: Gender and Subtype‐Specific Alterations</atitle><jtitle>Proteomics. Clinical applications</jtitle><addtitle>Proteomics Clin Appl</addtitle><date>2019-07</date><risdate>2019</risdate><volume>13</volume><issue>4</issue><spage>e1800049</spage><epage>n/a</epage><pages>e1800049-n/a</pages><issn>1862-8346</issn><eissn>1862-8354</eissn><abstract>Purpose
The current clinical investigation for primary aldosteronism (PA) diagnosis requires complex expensive tests from the initial suspicion to the final subtype classification, including invasive approaches; therefore, appropriate markers for subtype definition are greatly desirable. The present study performs a metabolomics analysis to further examine specific molecular signatures of PA urines
Experimental design
The study considered PA subtype and gender‐related differences using two orthogonal advanced UHPLC‐MS metabolomics approaches. Patients with essential hypertension (n = 36) and PA (n = 50) who were referred to the outpatient hypertension clinic and matched healthy subjects (n = 10) are investigated.
Results
Statistically significant changes (p < 0.05 ANOVA, Fc > 1.5) of metabolites involved in central carbon, energy, and nitrogen metabolism are identified, especially purine and pyrimidine nucleosides and precursors, and free amino acids. PLS‐DA interpretation provides strong evidence of a disease‐specific metabolic pattern with dAMP, diiodothyronine, and 5‐methoxytryptophan as leading factors, and a sex‐specific metabolic pattern associated with orotidine 5‐phosphate, N‐acetylalanine, hydroxyproline, and cysteine. The results are verified using an independent sample set, which confirms the identification of specific signatures.
Conclusions and clinical relevance
Metabolomics is used to identify low molecular weight molecular markers of PA, which paves the way for follow‐up validation studies in larger cohorts.</abstract><cop>Germany</cop><pub>Wiley Subscription Services, Inc</pub><pmid>30580498</pmid><doi>10.1002/prca.201800049</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-8209-9056</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | aldosterone‐producing adenoma aldosterone‐to‐renin ratio Amino acids Biomarkers - urine Design of experiments Endocrine disorders Energy metabolism Essential Hypertension - urine Experimental design Female Gender Humans Hydroxyproline Hyperaldosteronism - urine Hypertension Low molecular weights Male Markers Metabolism Metabolites Metabolomics Middle Aged Molecular weight Nitrogen Nitrogen metabolism primary aldosteronism Sex Characteristics Statistical analysis urinary metabolomics Variance analysis |
title | Urinary Metabolic Signature of Primary Aldosteronism: Gender and Subtype‐Specific Alterations |
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