Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)

Background: Although various biomarkers predict cardiovascular event (CVE) in patients with diabetes, the relationship of urinary glycan profile with CVE in patients with diabetes remains unclear.Methods: Among 680 patients with type 2 diabetes, we examined the baseline urinary glycan signals bindin...

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Published in:Frontiers in Cardiovascular Medicine
Main Authors: Koki Mise, Mariko Imamura, Satoshi Yamaguchi, Mayu Watanabe, Chigusa Higuchi, Akihiro Katayama, Satoshi Miyamoto, Haruhito A. Uchida, Atsuko Nakatsuka, Jun Eguchi, Kazuyuki Hida, Tatsuaki Nakato, Atsuhito Tone, Sanae Teshigawara, Takashi Matsuoka, Shinji Kamei, Kazutoshi Murakami, Ikki Shimizu, Katsuhiro Miyashita, Shinichiro Ando, Tomokazu Nunoue, Michihiro Yoshida, Masao Yamada, Kenichi Shikata, Jun Wada
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Language:English
Published: Frontiers Media S.A. 2021-05-01
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Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2021.668059/full
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author Koki Mise
Mariko Imamura
Satoshi Yamaguchi
Mayu Watanabe
Chigusa Higuchi
Akihiro Katayama
Satoshi Miyamoto
Haruhito A. Uchida
Atsuko Nakatsuka
Jun Eguchi
Kazuyuki Hida
Tatsuaki Nakato
Atsuhito Tone
Sanae Teshigawara
Takashi Matsuoka
Shinji Kamei
Kazutoshi Murakami
Ikki Shimizu
Katsuhiro Miyashita
Shinichiro Ando
Tomokazu Nunoue
Michihiro Yoshida
Masao Yamada
Kenichi Shikata
Jun Wada
author_facet Koki Mise
Mariko Imamura
Satoshi Yamaguchi
Mayu Watanabe
Chigusa Higuchi
Akihiro Katayama
Satoshi Miyamoto
Haruhito A. Uchida
Atsuko Nakatsuka
Jun Eguchi
Kazuyuki Hida
Tatsuaki Nakato
Atsuhito Tone
Sanae Teshigawara
Takashi Matsuoka
Shinji Kamei
Kazutoshi Murakami
Ikki Shimizu
Katsuhiro Miyashita
Shinichiro Ando
Tomokazu Nunoue
Michihiro Yoshida
Masao Yamada
Kenichi Shikata
Jun Wada
author_sort Koki Mise
collection DOAJ
container_title Frontiers in Cardiovascular Medicine
description Background: Although various biomarkers predict cardiovascular event (CVE) in patients with diabetes, the relationship of urinary glycan profile with CVE in patients with diabetes remains unclear.Methods: Among 680 patients with type 2 diabetes, we examined the baseline urinary glycan signals binding to 45 lectins with different specificities. Primary outcome was defined as CVE including cardiovascular disease, stroke, and peripheral arterial disease.Results: During approximately a 5-year follow-up period, 62 patients reached the endpoint. Cox proportional hazards analysis revealed that urinary glycan signals binding to two lectins were significantly associated with the outcome after adjustment for known indicators of CVE and for false discovery rate, as well as increased model fitness. Hazard ratios for these lectins (+1 SD for the glycan index) were UDA (recognizing glycan: mixture of Man5 to Man9): 1.78 (95% CI: 1.24–2.55, P = 0.002) and Calsepa [High-Man (Man2–6)]: 1.56 (1.19–2.04, P = 0.001). Common glycan binding to these lectins was high-mannose type of N-glycans. Moreover, adding glycan index for UDA to a model including known confounders improved the outcome prediction [Difference of Harrel's C-index: 0.028 (95% CI: 0.001–0.055, P = 0.044), net reclassification improvement at 5-year risk increased by 0.368 (0.045–0.692, P = 0.026), and the Akaike information criterion and Bayesian information criterion decreased from 725.7 to 716.5, and 761.8 to 757.2, respectively].Conclusion: The urinary excretion of high-mannose glycan may be a valuable biomarker for improving prediction of CVE in patients with type 2 diabetes, and provides the rationale to explore the mechanism underlying abnormal N-glycosylation occurring in patients with diabetes at higher risk of CVE.Trial Registration: This study was registered with the University Hospital Medical Information Network on June 26, 2012 (Clinical trial number: UMIN000011525, URL: https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000013482).
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spelling doaj-art-1bfeece3c1bd4e7f9cdd4a08de6535472025-08-19T21:14:22ZengFrontiers Media S.A.Frontiers in Cardiovascular Medicine2297-055X2021-05-01810.3389/fcvm.2021.668059668059Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)Koki Mise0Mariko Imamura1Satoshi Yamaguchi2Mayu Watanabe3Chigusa Higuchi4Akihiro Katayama5Satoshi Miyamoto6Haruhito A. Uchida7Atsuko Nakatsuka8Jun Eguchi9Kazuyuki Hida10Tatsuaki Nakato11Atsuhito Tone12Sanae Teshigawara13Takashi Matsuoka14Shinji Kamei15Kazutoshi Murakami16Ikki Shimizu17Katsuhiro Miyashita18Shinichiro Ando19Tomokazu Nunoue20Michihiro Yoshida21Masao Yamada22Kenichi Shikata23Jun Wada24Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDiabetes Center, Okayama University Hospital, Okayama, JapanCenter for Innovative Clinical Medicine, Okayama University Hospital, Okayama, JapanDepartment of Chronic Kidney Disease and Cardiovascular Disease, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Diabetology and Metabolism, National Hospital Organization Okayama Medical Center, Okayama, JapanOkayama Saiseikai General Hospital, Okayama, JapanOkayama Saiseikai General Hospital, Okayama, JapanOkayama Saiseikai General Hospital, Okayama, JapanKurashiki Central Hospital, Kurashiki, JapanKurashiki Central Hospital, Kurashiki, JapanKurashiki Central Hospital, Kurashiki, JapanThe Sakakibara Heart Institute of Okayama, Okayama, JapanJapanese Red Cross Okayama Hospital, Okayama, Japan0Okayama City General Medical Center, Okayama, Japan1Nunoue Clinic, Tsuyama, JapanCenter for Innovative Clinical Medicine, Okayama University Hospital, Okayama, Japan2GlycoTechnica Ltd., Yokohama, JapanCenter for Innovative Clinical Medicine, Okayama University Hospital, Okayama, JapanDepartment of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanBackground: Although various biomarkers predict cardiovascular event (CVE) in patients with diabetes, the relationship of urinary glycan profile with CVE in patients with diabetes remains unclear.Methods: Among 680 patients with type 2 diabetes, we examined the baseline urinary glycan signals binding to 45 lectins with different specificities. Primary outcome was defined as CVE including cardiovascular disease, stroke, and peripheral arterial disease.Results: During approximately a 5-year follow-up period, 62 patients reached the endpoint. Cox proportional hazards analysis revealed that urinary glycan signals binding to two lectins were significantly associated with the outcome after adjustment for known indicators of CVE and for false discovery rate, as well as increased model fitness. Hazard ratios for these lectins (+1 SD for the glycan index) were UDA (recognizing glycan: mixture of Man5 to Man9): 1.78 (95% CI: 1.24–2.55, P = 0.002) and Calsepa [High-Man (Man2–6)]: 1.56 (1.19–2.04, P = 0.001). Common glycan binding to these lectins was high-mannose type of N-glycans. Moreover, adding glycan index for UDA to a model including known confounders improved the outcome prediction [Difference of Harrel's C-index: 0.028 (95% CI: 0.001–0.055, P = 0.044), net reclassification improvement at 5-year risk increased by 0.368 (0.045–0.692, P = 0.026), and the Akaike information criterion and Bayesian information criterion decreased from 725.7 to 716.5, and 761.8 to 757.2, respectively].Conclusion: The urinary excretion of high-mannose glycan may be a valuable biomarker for improving prediction of CVE in patients with type 2 diabetes, and provides the rationale to explore the mechanism underlying abnormal N-glycosylation occurring in patients with diabetes at higher risk of CVE.Trial Registration: This study was registered with the University Hospital Medical Information Network on June 26, 2012 (Clinical trial number: UMIN000011525, URL: https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000013482).https://www.frontiersin.org/articles/10.3389/fcvm.2021.668059/fullcardiovascular eventdiabeteslectinsN-glycansurinary biomarkers
spellingShingle Koki Mise
Mariko Imamura
Satoshi Yamaguchi
Mayu Watanabe
Chigusa Higuchi
Akihiro Katayama
Satoshi Miyamoto
Haruhito A. Uchida
Atsuko Nakatsuka
Jun Eguchi
Kazuyuki Hida
Tatsuaki Nakato
Atsuhito Tone
Sanae Teshigawara
Takashi Matsuoka
Shinji Kamei
Kazutoshi Murakami
Ikki Shimizu
Katsuhiro Miyashita
Shinichiro Ando
Tomokazu Nunoue
Michihiro Yoshida
Masao Yamada
Kenichi Shikata
Jun Wada
Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
cardiovascular event
diabetes
lectins
N-glycans
urinary biomarkers
title Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
title_full Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
title_fullStr Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
title_full_unstemmed Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
title_short Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2)
title_sort novel urinary glycan biomarkers predict cardiovascular events in patients with type 2 diabetes a multicenter prospective study with 5 year follow up u care study 2
topic cardiovascular event
diabetes
lectins
N-glycans
urinary biomarkers
url https://www.frontiersin.org/articles/10.3389/fcvm.2021.668059/full
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