Residual β cell function and monogenic variants in long-duration type 1 diabetes patients

BACKGROUNDIn the Joslin Medalist Study (Medalists), we determined whether significant associations exist between β cell function and pathology and clinical characteristics.METHODSIndividuals with type 1 diabetes (T1D) for 50 or more years underwent evaluation including HLA analysis, basal and longit...

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Veröffentlicht in:The Journal of clinical investigation 2019-08, Vol.129 (8), p.3252-3263
Hauptverfasser: Yu, Marc Gregory, Keenan, Hillary A, Shah, Hetal S, Frodsham, Scott G, Pober, David, He, Zhiheng, Wolfson, Emily A, D'Eon, Stephanie, Tinsley, Liane J, Bonner-Weir, Susan, Pezzolesi, Marcus G, King, George Liang
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container_end_page 3263
container_issue 8
container_start_page 3252
container_title The Journal of clinical investigation
container_volume 129
creator Yu, Marc Gregory
Keenan, Hillary A
Shah, Hetal S
Frodsham, Scott G
Pober, David
He, Zhiheng
Wolfson, Emily A
D'Eon, Stephanie
Tinsley, Liane J
Bonner-Weir, Susan
Pezzolesi, Marcus G
King, George Liang
description BACKGROUNDIn the Joslin Medalist Study (Medalists), we determined whether significant associations exist between β cell function and pathology and clinical characteristics.METHODSIndividuals with type 1 diabetes (T1D) for 50 or more years underwent evaluation including HLA analysis, basal and longitudinal autoantibody (AAb) status, and β cell function by a mixed-meal tolerance test (MMTT) and a hyperglycemia/arginine clamp procedure. Postmortem analysis of pancreases from 68 Medalists was performed. Monogenic diabetes genes were screened for the entire cohort.RESULTSOf the 1019 Medalists, 32.4% retained detectable C-peptide levels (>0.05 ng/mL, median: 0.21 ng/mL). In those who underwent a MMTT (n = 516), 5.8% responded with a doubling of baseline C-peptide levels. Longitudinally (n = 181, median: 4 years), C-peptide levels increased in 12.2% (n = 22) and decreased in 37% (n = 67) of the Medalists. Among those with repeated MMTTs, 5.4% (3 of 56) and 16.1% (9 of 56) had waxing and waning responses, respectively. Thirty Medalists with baseline C-peptide levels of 0.1 ng/mL or higher underwent the clamp procedure, with HLA-/AAb- and HLA+/AAb- Medalists being most responsive. Postmortem examination of pancreases from 68 Medalists showed that all had scattered insulin-positive cells; 59 additionally had few insulin-positive cells within a few islets; and 14 additionally had lobes with multiple islets with numerous insulin-positive cells. Genetic analysis revealed that 280 Medalists (27.5%) had monogenic diabetes variants; in 80 (7.9%) of these Medalists, the variants were classified as "likely pathogenic" (rare exome variant ensemble learner [REVEL] >0.75).CONCLUSIONAll Medalists retained insulin-positive β cells, with many responding to metabolic stimuli even after 50 years of T1D. The Medalists were heterogeneous with respect to β cell function, and many with HLA+ diabetes risk alleles also had monogenic diabetes variants, indicating the importance of genetic testing for clinically diagnosed T1D.FUNDINGFunding for this work was provided by the Dianne Nunnally Hoppes Fund; the Beatson Pledge Fund; the NIH, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); and the American Diabetes Association (ADA).
doi_str_mv 10.1172/JCI127397
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Postmortem analysis of pancreases from 68 Medalists was performed. Monogenic diabetes genes were screened for the entire cohort.RESULTSOf the 1019 Medalists, 32.4% retained detectable C-peptide levels (&gt;0.05 ng/mL, median: 0.21 ng/mL). In those who underwent a MMTT (n = 516), 5.8% responded with a doubling of baseline C-peptide levels. Longitudinally (n = 181, median: 4 years), C-peptide levels increased in 12.2% (n = 22) and decreased in 37% (n = 67) of the Medalists. Among those with repeated MMTTs, 5.4% (3 of 56) and 16.1% (9 of 56) had waxing and waning responses, respectively. Thirty Medalists with baseline C-peptide levels of 0.1 ng/mL or higher underwent the clamp procedure, with HLA-/AAb- and HLA+/AAb- Medalists being most responsive. Postmortem examination of pancreases from 68 Medalists showed that all had scattered insulin-positive cells; 59 additionally had few insulin-positive cells within a few islets; and 14 additionally had lobes with multiple islets with numerous insulin-positive cells. Genetic analysis revealed that 280 Medalists (27.5%) had monogenic diabetes variants; in 80 (7.9%) of these Medalists, the variants were classified as "likely pathogenic" (rare exome variant ensemble learner [REVEL] &gt;0.75).CONCLUSIONAll Medalists retained insulin-positive β cells, with many responding to metabolic stimuli even after 50 years of T1D. The Medalists were heterogeneous with respect to β cell function, and many with HLA+ diabetes risk alleles also had monogenic diabetes variants, indicating the importance of genetic testing for clinically diagnosed T1D.FUNDINGFunding for this work was provided by the Dianne Nunnally Hoppes Fund; the Beatson Pledge Fund; the NIH, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); and the American Diabetes Association (ADA).</description><identifier>ISSN: 0021-9738</identifier><identifier>EISSN: 1558-8238</identifier><identifier>DOI: 10.1172/JCI127397</identifier><identifier>PMID: 31264968</identifier><language>eng</language><publisher>United States: American Society for Clinical Investigation</publisher><subject>Adolescent ; Aged ; Arginine ; Autoantibodies ; Autoantibodies - blood ; Autoantibodies - genetics ; Autopsy ; Bioinformatics ; Biomedical research ; C-Peptide - blood ; C-Peptide - genetics ; Child ; Clinical Medicine ; Diabetes ; Diabetes mellitus ; Diabetes mellitus (insulin dependent) ; Diabetes Mellitus, Type 1 - blood ; Diabetes Mellitus, Type 1 - genetics ; Diabetes Mellitus, Type 1 - pathology ; Diabetic retinopathy ; Female ; Follow-Up Studies ; Genetic analysis ; Genetic screening ; Genomes ; Glucose Clamp Technique ; Histocompatibility antigen HLA ; HLA-A Antigens - blood ; HLA-A Antigens - genetics ; Humans ; Hyperglycemia ; Insulin ; Insulin-Secreting Cells - metabolism ; Insulin-Secreting Cells - pathology ; Kinases ; Male ; Metabolism ; Middle Aged ; Morphology ; Mutation ; Peptides ; Time Factors</subject><ispartof>The Journal of clinical investigation, 2019-08, Vol.129 (8), p.3252-3263</ispartof><rights>Copyright American Society for Clinical Investigation Aug 2019</rights><rights>2019 American Society for Clinical Investigation 2019 American Society for Clinical Investigation</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c443t-7c437f9d82aaeec12ac59ff95253d994f1a2d0d66cb556086ba9e85a61d0bb693</citedby><cites>FETCH-LOGICAL-c443t-7c437f9d82aaeec12ac59ff95253d994f1a2d0d66cb556086ba9e85a61d0bb693</cites><orcidid>0000-0003-4172-5537 ; 0000-0003-3711-2105 ; 0000-0001-6959-2364 ; 0000-0002-3685-4572</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6668678/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6668678/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31264968$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yu, Marc Gregory</creatorcontrib><creatorcontrib>Keenan, Hillary A</creatorcontrib><creatorcontrib>Shah, Hetal S</creatorcontrib><creatorcontrib>Frodsham, Scott G</creatorcontrib><creatorcontrib>Pober, David</creatorcontrib><creatorcontrib>He, Zhiheng</creatorcontrib><creatorcontrib>Wolfson, Emily A</creatorcontrib><creatorcontrib>D'Eon, Stephanie</creatorcontrib><creatorcontrib>Tinsley, Liane J</creatorcontrib><creatorcontrib>Bonner-Weir, Susan</creatorcontrib><creatorcontrib>Pezzolesi, Marcus G</creatorcontrib><creatorcontrib>King, George Liang</creatorcontrib><title>Residual β cell function and monogenic variants in long-duration type 1 diabetes patients</title><title>The Journal of clinical investigation</title><addtitle>J Clin Invest</addtitle><description>BACKGROUNDIn the Joslin Medalist Study (Medalists), we determined whether significant associations exist between β cell function and pathology and clinical characteristics.METHODSIndividuals with type 1 diabetes (T1D) for 50 or more years underwent evaluation including HLA analysis, basal and longitudinal autoantibody (AAb) status, and β cell function by a mixed-meal tolerance test (MMTT) and a hyperglycemia/arginine clamp procedure. Postmortem analysis of pancreases from 68 Medalists was performed. Monogenic diabetes genes were screened for the entire cohort.RESULTSOf the 1019 Medalists, 32.4% retained detectable C-peptide levels (&gt;0.05 ng/mL, median: 0.21 ng/mL). In those who underwent a MMTT (n = 516), 5.8% responded with a doubling of baseline C-peptide levels. Longitudinally (n = 181, median: 4 years), C-peptide levels increased in 12.2% (n = 22) and decreased in 37% (n = 67) of the Medalists. Among those with repeated MMTTs, 5.4% (3 of 56) and 16.1% (9 of 56) had waxing and waning responses, respectively. Thirty Medalists with baseline C-peptide levels of 0.1 ng/mL or higher underwent the clamp procedure, with HLA-/AAb- and HLA+/AAb- Medalists being most responsive. Postmortem examination of pancreases from 68 Medalists showed that all had scattered insulin-positive cells; 59 additionally had few insulin-positive cells within a few islets; and 14 additionally had lobes with multiple islets with numerous insulin-positive cells. Genetic analysis revealed that 280 Medalists (27.5%) had monogenic diabetes variants; in 80 (7.9%) of these Medalists, the variants were classified as "likely pathogenic" (rare exome variant ensemble learner [REVEL] &gt;0.75).CONCLUSIONAll Medalists retained insulin-positive β cells, with many responding to metabolic stimuli even after 50 years of T1D. The Medalists were heterogeneous with respect to β cell function, and many with HLA+ diabetes risk alleles also had monogenic diabetes variants, indicating the importance of genetic testing for clinically diagnosed T1D.FUNDINGFunding for this work was provided by the Dianne Nunnally Hoppes Fund; the Beatson Pledge Fund; the NIH, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); and the American Diabetes Association (ADA).</description><subject>Adolescent</subject><subject>Aged</subject><subject>Arginine</subject><subject>Autoantibodies</subject><subject>Autoantibodies - blood</subject><subject>Autoantibodies - genetics</subject><subject>Autopsy</subject><subject>Bioinformatics</subject><subject>Biomedical research</subject><subject>C-Peptide - blood</subject><subject>C-Peptide - genetics</subject><subject>Child</subject><subject>Clinical Medicine</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes mellitus (insulin dependent)</subject><subject>Diabetes Mellitus, Type 1 - blood</subject><subject>Diabetes Mellitus, Type 1 - genetics</subject><subject>Diabetes Mellitus, Type 1 - pathology</subject><subject>Diabetic retinopathy</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Genetic analysis</subject><subject>Genetic screening</subject><subject>Genomes</subject><subject>Glucose Clamp Technique</subject><subject>Histocompatibility antigen HLA</subject><subject>HLA-A Antigens - blood</subject><subject>HLA-A Antigens - genetics</subject><subject>Humans</subject><subject>Hyperglycemia</subject><subject>Insulin</subject><subject>Insulin-Secreting Cells - metabolism</subject><subject>Insulin-Secreting Cells - pathology</subject><subject>Kinases</subject><subject>Male</subject><subject>Metabolism</subject><subject>Middle Aged</subject><subject>Morphology</subject><subject>Mutation</subject><subject>Peptides</subject><subject>Time Factors</subject><issn>0021-9738</issn><issn>1558-8238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BEC</sourceid><sourceid>BENPR</sourceid><recordid>eNpd0cuKFDEUBuAgitOOLnwBCbjRRWnul40gjZeRAUF04yacSlJthuqkTaoG5rV8EJ_JjDM26iqQfPw5yY_QY0peUKrZyw_bM8o0t_oO2lApzWAYN3fRhhBGB6u5OUEPWrsghAohxX10wilTwiqzQV8_xZbCCjP--QP7OM94WrNfUskYcsD7kssu5uTxJdQEeWk4ZTyXvBvCWuG3W64OEVMcEoxxiQ0f-nbs8iG6N8Hc4qPb9RR9efvm8_b9cP7x3dn29fngheDLoL3gerLBMIAYPWXgpZ0mK5nkwVoxUWCBBKX8KKUiRo1go5GgaCDjqCw_Ra9ucg_ruI_B97srzO5Q0x7qlSuQ3L8nOX1zu3LplFJGadMDnt0G1PJ9jW1x-9Su_wJyLGtzjElKidCadPr0P3pR1pr787rSzBDFFe3q-Y3ytbRW43QchhJ33Zg7Ntbtk7-nP8o_FfFfh32SaQ</recordid><startdate>20190801</startdate><enddate>20190801</enddate><creator>Yu, Marc Gregory</creator><creator>Keenan, Hillary A</creator><creator>Shah, Hetal S</creator><creator>Frodsham, Scott G</creator><creator>Pober, David</creator><creator>He, Zhiheng</creator><creator>Wolfson, Emily A</creator><creator>D'Eon, Stephanie</creator><creator>Tinsley, Liane J</creator><creator>Bonner-Weir, Susan</creator><creator>Pezzolesi, Marcus G</creator><creator>King, George Liang</creator><general>American Society for Clinical Investigation</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>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>S0X</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4172-5537</orcidid><orcidid>https://orcid.org/0000-0003-3711-2105</orcidid><orcidid>https://orcid.org/0000-0001-6959-2364</orcidid><orcidid>https://orcid.org/0000-0002-3685-4572</orcidid></search><sort><creationdate>20190801</creationdate><title>Residual β cell function and monogenic variants in long-duration type 1 diabetes patients</title><author>Yu, Marc Gregory ; Keenan, Hillary A ; Shah, Hetal S ; Frodsham, Scott G ; Pober, David ; He, Zhiheng ; Wolfson, Emily A ; D'Eon, Stephanie ; Tinsley, Liane J ; Bonner-Weir, Susan ; Pezzolesi, Marcus G ; King, George Liang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c443t-7c437f9d82aaeec12ac59ff95253d994f1a2d0d66cb556086ba9e85a61d0bb693</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adolescent</topic><topic>Aged</topic><topic>Arginine</topic><topic>Autoantibodies</topic><topic>Autoantibodies - blood</topic><topic>Autoantibodies - genetics</topic><topic>Autopsy</topic><topic>Bioinformatics</topic><topic>Biomedical research</topic><topic>C-Peptide - blood</topic><topic>C-Peptide - genetics</topic><topic>Child</topic><topic>Clinical Medicine</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes mellitus (insulin dependent)</topic><topic>Diabetes Mellitus, Type 1 - blood</topic><topic>Diabetes Mellitus, Type 1 - genetics</topic><topic>Diabetes Mellitus, Type 1 - pathology</topic><topic>Diabetic retinopathy</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Genetic analysis</topic><topic>Genetic screening</topic><topic>Genomes</topic><topic>Glucose Clamp Technique</topic><topic>Histocompatibility antigen HLA</topic><topic>HLA-A Antigens - blood</topic><topic>HLA-A Antigens - genetics</topic><topic>Humans</topic><topic>Hyperglycemia</topic><topic>Insulin</topic><topic>Insulin-Secreting Cells - metabolism</topic><topic>Insulin-Secreting Cells - pathology</topic><topic>Kinases</topic><topic>Male</topic><topic>Metabolism</topic><topic>Middle Aged</topic><topic>Morphology</topic><topic>Mutation</topic><topic>Peptides</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Marc Gregory</creatorcontrib><creatorcontrib>Keenan, Hillary A</creatorcontrib><creatorcontrib>Shah, Hetal S</creatorcontrib><creatorcontrib>Frodsham, Scott G</creatorcontrib><creatorcontrib>Pober, David</creatorcontrib><creatorcontrib>He, Zhiheng</creatorcontrib><creatorcontrib>Wolfson, Emily A</creatorcontrib><creatorcontrib>D'Eon, Stephanie</creatorcontrib><creatorcontrib>Tinsley, Liane J</creatorcontrib><creatorcontrib>Bonner-Weir, Susan</creatorcontrib><creatorcontrib>Pezzolesi, Marcus G</creatorcontrib><creatorcontrib>King, George Liang</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing &amp; 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Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>SIRS Editorial</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The Journal of clinical investigation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yu, Marc Gregory</au><au>Keenan, Hillary A</au><au>Shah, Hetal S</au><au>Frodsham, Scott G</au><au>Pober, David</au><au>He, Zhiheng</au><au>Wolfson, Emily A</au><au>D'Eon, Stephanie</au><au>Tinsley, Liane J</au><au>Bonner-Weir, Susan</au><au>Pezzolesi, Marcus G</au><au>King, George Liang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Residual β cell function and monogenic variants in long-duration type 1 diabetes patients</atitle><jtitle>The Journal of clinical investigation</jtitle><addtitle>J Clin Invest</addtitle><date>2019-08-01</date><risdate>2019</risdate><volume>129</volume><issue>8</issue><spage>3252</spage><epage>3263</epage><pages>3252-3263</pages><issn>0021-9738</issn><eissn>1558-8238</eissn><abstract>BACKGROUNDIn the Joslin Medalist Study (Medalists), we determined whether significant associations exist between β cell function and pathology and clinical characteristics.METHODSIndividuals with type 1 diabetes (T1D) for 50 or more years underwent evaluation including HLA analysis, basal and longitudinal autoantibody (AAb) status, and β cell function by a mixed-meal tolerance test (MMTT) and a hyperglycemia/arginine clamp procedure. Postmortem analysis of pancreases from 68 Medalists was performed. Monogenic diabetes genes were screened for the entire cohort.RESULTSOf the 1019 Medalists, 32.4% retained detectable C-peptide levels (&gt;0.05 ng/mL, median: 0.21 ng/mL). In those who underwent a MMTT (n = 516), 5.8% responded with a doubling of baseline C-peptide levels. Longitudinally (n = 181, median: 4 years), C-peptide levels increased in 12.2% (n = 22) and decreased in 37% (n = 67) of the Medalists. Among those with repeated MMTTs, 5.4% (3 of 56) and 16.1% (9 of 56) had waxing and waning responses, respectively. Thirty Medalists with baseline C-peptide levels of 0.1 ng/mL or higher underwent the clamp procedure, with HLA-/AAb- and HLA+/AAb- Medalists being most responsive. Postmortem examination of pancreases from 68 Medalists showed that all had scattered insulin-positive cells; 59 additionally had few insulin-positive cells within a few islets; and 14 additionally had lobes with multiple islets with numerous insulin-positive cells. Genetic analysis revealed that 280 Medalists (27.5%) had monogenic diabetes variants; in 80 (7.9%) of these Medalists, the variants were classified as "likely pathogenic" (rare exome variant ensemble learner [REVEL] &gt;0.75).CONCLUSIONAll Medalists retained insulin-positive β cells, with many responding to metabolic stimuli even after 50 years of T1D. The Medalists were heterogeneous with respect to β cell function, and many with HLA+ diabetes risk alleles also had monogenic diabetes variants, indicating the importance of genetic testing for clinically diagnosed T1D.FUNDINGFunding for this work was provided by the Dianne Nunnally Hoppes Fund; the Beatson Pledge Fund; the NIH, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); and the American Diabetes Association (ADA).</abstract><cop>United States</cop><pub>American Society for Clinical Investigation</pub><pmid>31264968</pmid><doi>10.1172/JCI127397</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-4172-5537</orcidid><orcidid>https://orcid.org/0000-0003-3711-2105</orcidid><orcidid>https://orcid.org/0000-0001-6959-2364</orcidid><orcidid>https://orcid.org/0000-0002-3685-4572</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Aged
Arginine
Autoantibodies
Autoantibodies - blood
Autoantibodies - genetics
Autopsy
Bioinformatics
Biomedical research
C-Peptide - blood
C-Peptide - genetics
Child
Clinical Medicine
Diabetes
Diabetes mellitus
Diabetes mellitus (insulin dependent)
Diabetes Mellitus, Type 1 - blood
Diabetes Mellitus, Type 1 - genetics
Diabetes Mellitus, Type 1 - pathology
Diabetic retinopathy
Female
Follow-Up Studies
Genetic analysis
Genetic screening
Genomes
Glucose Clamp Technique
Histocompatibility antigen HLA
HLA-A Antigens - blood
HLA-A Antigens - genetics
Humans
Hyperglycemia
Insulin
Insulin-Secreting Cells - metabolism
Insulin-Secreting Cells - pathology
Kinases
Male
Metabolism
Middle Aged
Morphology
Mutation
Peptides
Time Factors
title Residual β cell function and monogenic variants in long-duration type 1 diabetes patients
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