1554 The association between gut-derived metabolites and biomarkers of renal and cerebro-vascular damage in type 2 diabetes mellitus patients
Abstract Background and Aims Due to its numerous complications, type 2 diabetes mellitus (T2DM) has a major impact on the global economic burden and overall mortality. This condition modifies the metabolic microenvironment in targeted organs, such as the kidney and the brain, by its hyperglycemic na...
Saved in:
Published in | Nephrology, dialysis, transplantation Vol. 39; no. Supplement_1 |
---|---|
Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
23.05.2024
|
Online Access | Get full text |
Cover
Loading…
Abstract | Abstract
Background and Aims
Due to its numerous complications, type 2 diabetes mellitus (T2DM) has a major impact on the global economic burden and overall mortality. This condition modifies the metabolic microenvironment in targeted organs, such as the kidney and the brain, by its hyperglycemic nature. Gut microbiota seems to have significant interference with the renal-cerebral axis, especially in a dysbiosis state. The aim of the study was to quantify gut derived metabolites by metabolomic techniques and to evaluate their association with markers of endothelial, podocyte and proximal tubule damage and with cerebro-vascular hemodynamic indices.
Method
The metabolomic profiling was realized on serum and urine samples originated from 90 T2DM patients, divided into three subgroups, such as the following: 30 normal to mildly-, 30 moderately-, and 30 severely increased albuminuria, respectively, and 20 healthy subjects. The samples were examined by using untargeted and targeted ultra-high performance liquid chromatography coupled with electrospray-ionization quadroupole time-of-flight mass spectrometry (UHPLC-QTOF-ESI+-MS), in order to obtain the metabolic profile. The markers of renal damage such as synaptopodin (SP), podocalyxin (PD), N-acetyl-β-D-glucosaminidase (NAG), kidney injury molecule 1 (KIM-1), monocyte chemotactic protein 1 (MCP-1), and intercellular adhesion molecule 1 (ICAM-1) were assessed by ELISA technique. The hemodynamic cerebro-vascular indices were obtained by high resolution Doppler ultrasound of common carotid arteries (CCAs), internal carotid arteries (ICAs), and middle cerebral arteries (MCAs), bilaterally. The correlations between the metabolites, the markers of renal damage, and neurosonological indices were realized by univariable and multivariable linear regression analyses.
Results
UHPLC-QTOF-ESI+-MS targeted analysis and subsequent statistical assessments revealed a subset of metabolites with a specific pattern for the normal to mildly increased albuminuria subgroup. The metabolites identified as significant were, in serum: arginine (sArg), hippuric acid (sHA), indoxyl sulfate (sIS), butenoylcarnitine (sBCA), sorbitol (sSorb); and in urine, arginine (uArg), butenoylcarnitine (uBCA), indoxyl sulfate (uIS) and p-cresyl sulfate (uPCS). The univariable linear regression analysis revealed that sArg correlated positively with the breath-holding index (BHI) and negatively with intima media thickness (IMT) in ACI, MCP-1 and ICAM-1; sIS, sSorb, and sBCA correlated inversely with these parametes. The multivariable linear regression analysis displayed the specific correlations between metabolites, markers of endothelial dysfunction, and neurosonological indices, such as follows: sArg correlated with IMT and ICAM-1; sIS followed a predictive pattern along with resistance index (RI) in ACIs and ICAM-1; sBCA correlated with IMT and MCP-1 and sSorb correlated with ICAM-1 and BHI. The urine metabolites were correlated with markers of podocyte and proximal tubule dysfunction: uIS and uBCA were correlated with PD and urinary albumin to-creatinin ratio (uACR), and uPCR correlated with KIM-1 and uACR.
Conclusion
This study revealed a set of metabolites potentially derived from the intestinal microflora which may act as biomarkers for the early detection of both CMA and DKD in T2DM patients. SArg, sIS and, sBCA are indicators of renal endothelial dysfunction. Moreover, sArg and sIS reflect incipient common and internal carotid artery atherosclerosis, suggesting vascular remodeling at these levels. SSorb correlated with BHI, indicating blood-brain barrier dysfunction and CMA development. In urine, uBCA and uIS are indicators of podocytopathy, whereas uPCS is associated with proximal tubule damage in incipient DKD. |
---|---|
AbstractList | Abstract
Background and Aims
Due to its numerous complications, type 2 diabetes mellitus (T2DM) has a major impact on the global economic burden and overall mortality. This condition modifies the metabolic microenvironment in targeted organs, such as the kidney and the brain, by its hyperglycemic nature. Gut microbiota seems to have significant interference with the renal-cerebral axis, especially in a dysbiosis state. The aim of the study was to quantify gut derived metabolites by metabolomic techniques and to evaluate their association with markers of endothelial, podocyte and proximal tubule damage and with cerebro-vascular hemodynamic indices.
Method
The metabolomic profiling was realized on serum and urine samples originated from 90 T2DM patients, divided into three subgroups, such as the following: 30 normal to mildly-, 30 moderately-, and 30 severely increased albuminuria, respectively, and 20 healthy subjects. The samples were examined by using untargeted and targeted ultra-high performance liquid chromatography coupled with electrospray-ionization quadroupole time-of-flight mass spectrometry (UHPLC-QTOF-ESI+-MS), in order to obtain the metabolic profile. The markers of renal damage such as synaptopodin (SP), podocalyxin (PD), N-acetyl-β-D-glucosaminidase (NAG), kidney injury molecule 1 (KIM-1), monocyte chemotactic protein 1 (MCP-1), and intercellular adhesion molecule 1 (ICAM-1) were assessed by ELISA technique. The hemodynamic cerebro-vascular indices were obtained by high resolution Doppler ultrasound of common carotid arteries (CCAs), internal carotid arteries (ICAs), and middle cerebral arteries (MCAs), bilaterally. The correlations between the metabolites, the markers of renal damage, and neurosonological indices were realized by univariable and multivariable linear regression analyses.
Results
UHPLC-QTOF-ESI+-MS targeted analysis and subsequent statistical assessments revealed a subset of metabolites with a specific pattern for the normal to mildly increased albuminuria subgroup. The metabolites identified as significant were, in serum: arginine (sArg), hippuric acid (sHA), indoxyl sulfate (sIS), butenoylcarnitine (sBCA), sorbitol (sSorb); and in urine, arginine (uArg), butenoylcarnitine (uBCA), indoxyl sulfate (uIS) and p-cresyl sulfate (uPCS). The univariable linear regression analysis revealed that sArg correlated positively with the breath-holding index (BHI) and negatively with intima media thickness (IMT) in ACI, MCP-1 and ICAM-1; sIS, sSorb, and sBCA correlated inversely with these parametes. The multivariable linear regression analysis displayed the specific correlations between metabolites, markers of endothelial dysfunction, and neurosonological indices, such as follows: sArg correlated with IMT and ICAM-1; sIS followed a predictive pattern along with resistance index (RI) in ACIs and ICAM-1; sBCA correlated with IMT and MCP-1 and sSorb correlated with ICAM-1 and BHI. The urine metabolites were correlated with markers of podocyte and proximal tubule dysfunction: uIS and uBCA were correlated with PD and urinary albumin to-creatinin ratio (uACR), and uPCR correlated with KIM-1 and uACR.
Conclusion
This study revealed a set of metabolites potentially derived from the intestinal microflora which may act as biomarkers for the early detection of both CMA and DKD in T2DM patients. SArg, sIS and, sBCA are indicators of renal endothelial dysfunction. Moreover, sArg and sIS reflect incipient common and internal carotid artery atherosclerosis, suggesting vascular remodeling at these levels. SSorb correlated with BHI, indicating blood-brain barrier dysfunction and CMA development. In urine, uBCA and uIS are indicators of podocytopathy, whereas uPCS is associated with proximal tubule damage in incipient DKD. |
Author | Vlad, Adrian Gadalean, Florica Iancu, Lavinia Petrica, Ligia Socaciu, Carmen Suteanu-Simulescu, Anca Mogos, Maria Balint, Lavinia Glavan, Mihaela Ienciu, Silvia Bob, Flaviu Socaciu, Andreea |
Author_xml | – sequence: 1 givenname: Lavinia surname: Balint fullname: Balint, Lavinia – sequence: 2 givenname: Carmen surname: Socaciu fullname: Socaciu, Carmen – sequence: 3 givenname: Andreea surname: Socaciu fullname: Socaciu, Andreea – sequence: 4 givenname: Adrian surname: Vlad fullname: Vlad, Adrian – sequence: 5 givenname: Florica surname: Gadalean fullname: Gadalean, Florica – sequence: 6 givenname: Flaviu surname: Bob fullname: Bob, Flaviu – sequence: 7 givenname: Anca surname: Suteanu-Simulescu fullname: Suteanu-Simulescu, Anca – sequence: 8 givenname: Mihaela surname: Glavan fullname: Glavan, Mihaela – sequence: 9 givenname: Silvia surname: Ienciu fullname: Ienciu, Silvia – sequence: 10 givenname: Maria surname: Mogos fullname: Mogos, Maria – sequence: 11 givenname: Lavinia surname: Iancu fullname: Iancu, Lavinia – sequence: 12 givenname: Ligia surname: Petrica fullname: Petrica, Ligia |
BookMark | eNotkMtKAzEUhoNUsK3uXeYFYpPJZC5LKd6g4Kb7IZeTGp1JSpJW-hC-s6l2deDn8P383wLNfPCA0D2jD4z2fOVNXu2sBNr0JRDdFZqzuqGk4p2YoXl5YYQK2t-gRUqflNK-ats5-mFC1Hj7AVimFLST2QWPFeRvAI93h0wMRHcEgyfIUoXRZUhYeoOVC5OMXxATDhZH8HL8yzVEUDGQo0z6MMqIjZzkDrDzOJ_2gCtsnCwFBTPBWHiHhPelFnxOt-jayjHB3eUu0fb5abt-JZv3l7f144bojnekaZlholZcW9qUYZ3oKmEaLnitKgO9tVVbqUYrxpjttKAclBKtYUD7nkvOl4j-Y3UMKUWwwz66MuY0MDqcbQ7F5nCxOZxt8l9Aj224 |
ContentType | Journal Article |
DBID | AAYXX CITATION |
DOI | 10.1093/ndt/gfae069.1058 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | CrossRef |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 1460-2385 |
ExternalDocumentID | 10_1093_ndt_gfae069_1058 |
GroupedDBID | --- -E4 .2P .I3 .XZ .ZR 0R~ 123 18M 1TH 29M 2WC 4.4 482 48X 53G 5RE 5VS 5WA 5WD 70D AABZA AACZT AAHTB AAJKP AAMDB AAMVS AAOGV AAPNW AAPQZ AAPXW AARHZ AASNB AAUAY AAVAP AAYXX ABEUO ABIXL ABJNI ABKDP ABNHQ ABNKS ABOCM ABPEJ ABPTD ABQLI ABQNK ABWST ABXVV ABZBJ ACGFO ACGFS ACPRK ACUFI ACUTJ ACUTO ACYHN ADBBV ADEYI ADEZT ADGZP ADHKW ADHZD ADIPN ADJQC ADOCK ADQBN ADRIX ADRTK ADVEK ADYVW ADZXQ AEGPL AEGXH AEJOX AEKSI AEMDU AENEX AENZO AEPUE AETBJ AEWNT AFFZL AFIYH AFOFC AFXAL AFXEN AGINJ AGKEF AGQXC AGSYK AGUTN AHMBA AHXPO AIAGR AIJHB AJEEA AKWXX ALMA_UNASSIGNED_HOLDINGS ALUQC APIBT APWMN ATGXG AXUDD BAWUL BAYMD BCRHZ BEYMZ BHONS BTRTY BVRKM C45 CDBKE CITATION CS3 CZ4 DAKXR DILTD DU5 D~K E3Z EBS EE~ ENERS F5P F9B FECEO FLUFQ FOEOM FOTVD FQBLK GAUVT GJXCC GX1 H5~ HAR HW0 HZ~ IOX J21 JXSIZ KAQDR KOP KQ8 KSI KSN M-Z MHKGH N9A NGC NOMLY NOYVH O9- OAUYM OAWHX OCZFY ODMLO OHH OJQWA OJZSN OK1 OPAEJ OVD OWPYF P2P P6G PAFKI PEELM PQQKQ Q1. Q5Y R44 RD5 ROL ROX RUSNO RW1 RXO SDH TCURE TEORI TJX TR2 WH7 WOQ X7H YAYTL YKOAZ YXANX ZKX ~91 |
ID | FETCH-LOGICAL-c838-671d154b3cf0609385825d63534b2de9ff272b6cb111f8c503ebb57d1e0993a33 |
ISSN | 0931-0509 |
IngestDate | Thu Sep 12 17:53:31 EDT 2024 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | Supplement_1 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c838-671d154b3cf0609385825d63534b2de9ff272b6cb111f8c503ebb57d1e0993a33 |
OpenAccessLink | https://academic.oup.com/ndt/article-pdf/39/Supplement_1/gfae069-1058-1554/57793098/gfae069-1058-1554.pdf |
ParticipantIDs | crossref_primary_10_1093_ndt_gfae069_1058 |
PublicationCentury | 2000 |
PublicationDate | 2024-05-23 |
PublicationDateYYYYMMDD | 2024-05-23 |
PublicationDate_xml | – month: 05 year: 2024 text: 2024-05-23 day: 23 |
PublicationDecade | 2020 |
PublicationTitle | Nephrology, dialysis, transplantation |
PublicationYear | 2024 |
SSID | ssj0009277 |
Score | 2.4817681 |
Snippet | Abstract
Background and Aims
Due to its numerous complications, type 2 diabetes mellitus (T2DM) has a major impact on the global economic burden and overall... |
SourceID | crossref |
SourceType | Aggregation Database |
Title | 1554 The association between gut-derived metabolites and biomarkers of renal and cerebro-vascular damage in type 2 diabetes mellitus patients |
Volume | 39 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3LbtQwFLWGIiE2iKd4yws2LEInduLMLAuiqoBWQgyouyiOnWqkTgalSRf8Az_Fl3Gu7TwYFYmyiTKOx4pzj3yv7XOPGXulNJw2oBJlJrNRIkwSacQNUWEyVYmswhSA8p2PT9TR1-TDaXo6m_2asJa6Vr8pf1yZV_I_VkUZ7EpZstew7NAoCnAP--IKC-P6TzYmL-04E8X4kQfm1VnXRgZvcYmQcmNbGJvSjb0kMyXdEy-ncUSOxtZBMaC0DebI22jgp5piQ6QeIkPurNVuSMmz7S56ZdaLaZh7YoGRIQ-GclNI-ITuWyemfl7Uf1IA3mI64BUQPhWX63o9OIsv8LXlugvclM2YuDZ54EiZdvjLt3MP2wPT9NgPyxoioR15n3ncr0_KOCJxGu-o_OicqDkq-TN--uHbayEFmLqjUN26ah5f6SC8eFZt0KPDs6qwc7Wko44XozvsKQA7XnLgLvpde5mjjTy0kFMLN9hNgcGORtmPn0fF-qVwp38O3Qlb5fi9jxb2p-8wCY0mMc7qLrsTJif8wCPtHpvZ-j67dRzoFw_YTwIcB-D4BHA8AI5PAMcngOMAFh8Bx7cVd4Bz5buA4x5wfF1zAhwXvAcc7wHHe8A9ZKvD96t3R1E4zyMqF3CrKosNAnYty2qu0P9FuhCpQcArEy2MXVYYG4RWpYb7rRZlOpdW6zQzscUsRhZSPmJ79ba2jxlPTawqY-MMFZLCJjqThTJWVBaVYymesNf9l8y_e9WW_G92e3qNus_Y7RGrz9le23T2BYLSVr90Vv8NZFyUzQ |
link.rule.ids | 315,783,787,27936,27937 |
linkProvider | Colorado Alliance of Research Libraries |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=1554+The+association+between+gut-derived+metabolites+and+biomarkers+of+renal+and+cerebro-vascular+damage+in+type+2+diabetes+mellitus+patients&rft.jtitle=Nephrology%2C+dialysis%2C+transplantation&rft.au=Balint%2C+Lavinia&rft.au=Socaciu%2C+Carmen&rft.au=Socaciu%2C+Andreea&rft.au=Vlad%2C+Adrian&rft.date=2024-05-23&rft.issn=0931-0509&rft.eissn=1460-2385&rft.volume=39&rft.issue=Supplement_1&rft_id=info:doi/10.1093%2Fndt%2Fgfae069.1058&rft.externalDBID=n%2Fa&rft.externalDocID=10_1093_ndt_gfae069_1058 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0931-0509&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0931-0509&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0931-0509&client=summon |