Proinsulin–to–C-Peptide Ratio as a Marker of β-Cell Function in African American and European American Adults

The primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 di...

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Published inDiabetes care Vol. 46; no. 12; pp. 2129 - 2136
Main Authors Couch, Catharine A., Piccinini, Francesca, Fowler, Lauren A., Garvey, W. Timothy, Gower, Barbara A.
Format Journal Article
LanguageEnglish
Published United States American Diabetes Association 01.12.2023
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ISSN0149-5992
1935-5548
1935-5548
DOI10.2337/dc22-1763

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Abstract The primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 diabetes. Participants were 114 African American and European American adult men and women. A 2-h oral glucose tolerance test was conducted to measure glucose, insulin, C-peptide, and proinsulin and derive indices of β-cell response to glucose. The Matsuda index was calculated as a measure of insulin sensitivity. The disposition index (DI), the product of insulin sensitivity and β-cell response, was calculated for each phase of β-cell responsivity. Pearson correlations were used to investigate the relationship of the PI-to-CP ratio with each phase of β-cell response (basal, Φb; dynamic, Φd; static, Φs; total, Φtot), disposition indices (DId, DIs, DItot), and insulin sensitivity. Multiple linear regression analysis was used to evaluate independent contributions of race, BMI, and glucose tolerance status on PI-to-CP levels before and after adjustment for insulin sensitivity. African American participants had higher fasting and 2-h PI-to-CP ratios. The fasting PI-to-CP ratio was positively associated with Φb, and the fasting PI-to-CP ratio and 2-h PI-to-CP ratio were inversely associated with DId and insulin sensitivity only in African American participants. The PI-to-CP ratio could be useful in identifying African American individuals at highest risk for β-cell dysfunction and ultimately type 2 diabetes.
AbstractList The primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 diabetes.OBJECTIVEThe primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 diabetes.Participants were 114 African American and European American adult men and women. A 2-h oral glucose tolerance test was conducted to measure glucose, insulin, C-peptide, and proinsulin and derive indices of β-cell response to glucose. The Matsuda index was calculated as a measure of insulin sensitivity. The disposition index (DI), the product of insulin sensitivity and β-cell response, was calculated for each phase of β-cell responsivity. Pearson correlations were used to investigate the relationship of the PI-to-CP ratio with each phase of β-cell response (basal, Φb; dynamic, Φd; static, Φs; total, Φtot), disposition indices (DId, DIs, DItot), and insulin sensitivity. Multiple linear regression analysis was used to evaluate independent contributions of race, BMI, and glucose tolerance status on PI-to-CP levels before and after adjustment for insulin sensitivity.RESEARCH DESIGN AND METHODSParticipants were 114 African American and European American adult men and women. A 2-h oral glucose tolerance test was conducted to measure glucose, insulin, C-peptide, and proinsulin and derive indices of β-cell response to glucose. The Matsuda index was calculated as a measure of insulin sensitivity. The disposition index (DI), the product of insulin sensitivity and β-cell response, was calculated for each phase of β-cell responsivity. Pearson correlations were used to investigate the relationship of the PI-to-CP ratio with each phase of β-cell response (basal, Φb; dynamic, Φd; static, Φs; total, Φtot), disposition indices (DId, DIs, DItot), and insulin sensitivity. Multiple linear regression analysis was used to evaluate independent contributions of race, BMI, and glucose tolerance status on PI-to-CP levels before and after adjustment for insulin sensitivity.African American participants had higher fasting and 2-h PI-to-CP ratios. The fasting PI-to-CP ratio was positively associated with Φb, and the fasting PI-to-CP ratio and 2-h PI-to-CP ratio were inversely associated with DId and insulin sensitivity only in African American participants.RESULTSAfrican American participants had higher fasting and 2-h PI-to-CP ratios. The fasting PI-to-CP ratio was positively associated with Φb, and the fasting PI-to-CP ratio and 2-h PI-to-CP ratio were inversely associated with DId and insulin sensitivity only in African American participants.The PI-to-CP ratio could be useful in identifying African American individuals at highest risk for β-cell dysfunction and ultimately type 2 diabetes.CONCLUSIONSThe PI-to-CP ratio could be useful in identifying African American individuals at highest risk for β-cell dysfunction and ultimately type 2 diabetes.
OBJECTIVE The primary purpose of the current study was to test the hypothesis that the proinsulin–to–C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 diabetes. RESEARCH DESIGN AND METHODS Participants were 114 African American and European American adult men and women. A 2-h oral glucose tolerance test was conducted to measure glucose, insulin, C-peptide, and proinsulin and derive indices of β-cell response to glucose. The Matsuda index was calculated as a measure of insulin sensitivity. The disposition index (DI), the product of insulin sensitivity and β-cell response, was calculated for each phase of β-cell responsivity. Pearson correlations were used to investigate the relationship of the PI-to-CP ratio with each phase of β-cell response (basal, Φb; dynamic, Φd; static, Φs; total, Φtot), disposition indices (DId, DIs, DItot), and insulin sensitivity. Multiple linear regression analysis was used to evaluate independent contributions of race, BMI, and glucose tolerance status on PI-to-CP levels before and after adjustment for insulin sensitivity. RESULTS African American participants had higher fasting and 2-h PI-to-CP ratios. The fasting PI-to-CP ratio was positively associated with Φb, and the fasting PI-to-CP ratio and 2-h PI-to-CP ratio were inversely associated with DId and insulin sensitivity only in African American participants. CONCLUSIONS The PI-to-CP ratio could be useful in identifying African American individuals at highest risk for β-cell dysfunction and ultimately type 2 diabetes.
The primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion, would be higher and associated with indices of β-cell function in African American adults relative to European American adults without type 2 diabetes. Participants were 114 African American and European American adult men and women. A 2-h oral glucose tolerance test was conducted to measure glucose, insulin, C-peptide, and proinsulin and derive indices of β-cell response to glucose. The Matsuda index was calculated as a measure of insulin sensitivity. The disposition index (DI), the product of insulin sensitivity and β-cell response, was calculated for each phase of β-cell responsivity. Pearson correlations were used to investigate the relationship of the PI-to-CP ratio with each phase of β-cell response (basal, Φb; dynamic, Φd; static, Φs; total, Φtot), disposition indices (DId, DIs, DItot), and insulin sensitivity. Multiple linear regression analysis was used to evaluate independent contributions of race, BMI, and glucose tolerance status on PI-to-CP levels before and after adjustment for insulin sensitivity. African American participants had higher fasting and 2-h PI-to-CP ratios. The fasting PI-to-CP ratio was positively associated with Φb, and the fasting PI-to-CP ratio and 2-h PI-to-CP ratio were inversely associated with DId and insulin sensitivity only in African American participants. The PI-to-CP ratio could be useful in identifying African American individuals at highest risk for β-cell dysfunction and ultimately type 2 diabetes.
Author Couch, Catharine A.
Garvey, W. Timothy
Fowler, Lauren A.
Gower, Barbara A.
Piccinini, Francesca
AuthorAffiliation Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL
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Cites_doi 10.1093/ajcn/nqz309
10.2337/diabetes.51.2007.S234
10.1210/clinem/dgaa234
10.1111/dom.13005
10.1038/nature15393
10.1016/0002-9343(81)90579-9
10.1210/jcem.87.5.8498
10.1038/oby.2010.44
10.2337/diacare.22.4.609
10.1210/jcem-70-5-1247
10.2337/dc08-0116
10.1007/BF00400421
10.1172/JCI112116
10.1152/ajpendo.00421.2006
10.1210/jcem-63-5-1117
10.1007/BF00401520
10.1038/nrg1579
10.1046/j.1365-2362.32.s3.5.x
10.2337/diab.45.6.742
10.2337/diab.46.11.1725
10.2337/diab.21.2.S661
10.1101/gr.094052.109
10.1111/j.1464-5491.1994.tb00349.x
10.2337/db20-0377
10.1016/j.diabres.2019.107843
10.1186/s13742-015-0047-8
10.1111/j.1464-5491.1993.tb00071.x
10.1172/JCI109106
10.2337/diabetes.50.1.150
10.2337/diacare.22.9.1462
10.1177/1932296815607862
10.1016/j.metabol.2011.09.011
10.1172/JCI108047
10.1007/s00125-002-0995-2
10.2337/diabetes.51.4.1263
10.1007/s00125-011-2322-2
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References Ellis (2023112719541620400_B3) 2012; 61
Pfützner (2023112719541620400_B17) 2015; 9
Loopstra-Masters (2023112719541620400_B13) 2011; 54
Gower (2023112719541620400_B6) 2002; 87
Armiyaw (2023112719541620400_B7) 2020; 105
Osei (2023112719541620400_B5) 1994; 11
2023112719541620400_B2
Bergman (2023112719541620400_B20) 2002; 32
Given (2023112719541620400_B8) 1985; 76
Davies (2023112719541620400_B11) 1993; 10
Alexander (2023112719541620400_B32) 2009; 19
Saad (2023112719541620400_B10) 1990; 70
Chandler-Laney (2023112719541620400_B36) 2010; 18
Zethelius (2023112719541620400_B16) 2003; 46
Matsuda (2023112719541620400_B26) 1999; 22
Hannon (2023112719541620400_B18) 2018; 20
Hanley (2023112719541620400_B14) 2002; 51
Hannon (2023112719541620400_B35) 2008; 31
Cavalli-Sforza (2023112719541620400_B31) 2005; 6
Tay (2023112719541620400_B24) 2020; 111
Nijpels (2023112719541620400_B15) 1996; 39
Chang (2023112719541620400_B27) 2015; 4
van Vliet (2023112719541620400_B40) 2020; 69
Røder (2023112719541620400_B39) 1999; 22
Røder (2023112719541620400_B12) 1998; 83
Shiraishi (2023112719541620400_B33) 1991; 34
Cobelli (2023112719541620400_B19) 2007; 293
Kahn (2023112719541620400_B9) 1997; 46
Horwitz (2023112719541620400_B23) 1975; 55
Breda (2023112719541620400_B25) 2001; 50
Haffner (2023112719541620400_B4) 1996; 45
2023112719541620400_B29
2023112719541620400_B28
Pfeifer (2023112719541620400_B37) 1981; 70
Saeedi (2023112719541620400_B1) 2019; 157
Fritsche (2023112719541620400_B34) 2002; 51
Rubenstein (2023112719541620400_B22) 1972; 21
Auton (2023112719541620400_B30) 2015; 526
Koivisto (2023112719541620400_B38) 1986; 63
Faber (2023112719541620400_B21) 1978; 62
References_xml – volume: 111
  start-page: 515
  year: 2020
  ident: 2023112719541620400_B24
  article-title: Race affects the association of obesity measures with insulin sensitivity
  publication-title: Am J Clin Nutr
  doi: 10.1093/ajcn/nqz309
– volume: 51
  start-page: S234
  year: 2002
  ident: 2023112719541620400_B34
  article-title: Relationships among age, proinsulin conversion, and beta-cell function in nondiabetic humans
  publication-title: Diabetes
  doi: 10.2337/diabetes.51.2007.S234
– volume: 105
  start-page: e2429
  year: 2020
  ident: 2023112719541620400_B7
  article-title: Increased β-cell responsivity independent of insulin sensitivity in healthy African American Adults
  publication-title: J Clin Endocrinol Metab
  doi: 10.1210/clinem/dgaa234
– volume: 20
  start-page: 14
  year: 2018
  ident: 2023112719541620400_B18
  article-title: Review of methods for measuring β-cell function: design considerations from the Restoring Insulin Secretion (RISE) Consortium
  publication-title: Diabetes Obes Metab
  doi: 10.1111/dom.13005
– volume: 526
  start-page: 68
  year: 2015
  ident: 2023112719541620400_B30
  article-title: A global reference for human genetic variation
  publication-title: Nature
  doi: 10.1038/nature15393
– volume: 70
  start-page: 579
  year: 1981
  ident: 2023112719541620400_B37
  article-title: Insulin secretion in diabetes mellitus
  publication-title: Am J Med
  doi: 10.1016/0002-9343(81)90579-9
– volume: 87
  start-page: 2218
  year: 2002
  ident: 2023112719541620400_B6
  article-title: Contribution of insulin secretion and clearance to glucose-induced insulin concentration in African-American and Caucasian children
  publication-title: J Clin Endocrinol Metab
  doi: 10.1210/jcem.87.5.8498
– volume: 18
  start-page: 2086
  year: 2010
  ident: 2023112719541620400_B36
  article-title: Adiposity and β-cell function: relationships differ with ethnicity and age
  publication-title: Obesity (Silver Spring)
  doi: 10.1038/oby.2010.44
– volume: 22
  start-page: 609
  year: 1999
  ident: 2023112719541620400_B39
  article-title: Intact proinsulin and beta-cell function in lean and obese subjects with and without type 2 diabetes
  publication-title: Diabetes Care
  doi: 10.2337/diacare.22.4.609
– volume: 70
  start-page: 1247
  year: 1990
  ident: 2023112719541620400_B10
  article-title: Disproportionately elevated proinsulin in Pima Indians with noninsulin-dependent diabetes mellitus
  publication-title: J Clin Endocrinol Metab
  doi: 10.1210/jcem-70-5-1247
– ident: 2023112719541620400_B28
– volume: 31
  start-page: 1445
  year: 2008
  ident: 2023112719541620400_B35
  article-title: Hyperinsulinemia in African-American adolescents compared with their American white peers despite similar insulin sensitivity: a reflection of upregulated beta-cell function?
  publication-title: Diabetes Care
  doi: 10.2337/dc08-0116
– volume: 39
  start-page: 113
  year: 1996
  ident: 2023112719541620400_B15
  article-title: Fasting proinsulin and 2-h post-load glucose levels predict the conversion to NIDDM in subjects with impaired glucose tolerance: the Hoorn Study
  publication-title: Diabetologia
  doi: 10.1007/BF00400421
– volume: 76
  start-page: 1398
  year: 1985
  ident: 2023112719541620400_B8
  article-title: Biochemical and clinical implications of proinsulin conversion intermediates
  publication-title: J Clin Invest
  doi: 10.1172/JCI112116
– volume: 293
  start-page: E1
  year: 2007
  ident: 2023112719541620400_B19
  article-title: Assessment of beta-cell function in humans, simultaneously with insulin sensitivity and hepatic extraction, from intravenous and oral glucose tests
  publication-title: Am J Physiol Endocrinol Metab
  doi: 10.1152/ajpendo.00421.2006
– volume: 63
  start-page: 1117
  year: 1986
  ident: 2023112719541620400_B38
  article-title: The effect of exogenous hyperinsulinemia on proinsulin secretion in normal man, obese subjects, and patients with insulinoma
  publication-title: J Clin Endocrinol Metab
  doi: 10.1210/jcem-63-5-1117
– volume: 34
  start-page: 737
  year: 1991
  ident: 2023112719541620400_B33
  article-title: Hyperinsulinaemia in obesity is not accompanied by an increase in serum proinsulin/insulin ratio in groups of human subjects with and without glucose intolerance
  publication-title: Diabetologia
  doi: 10.1007/BF00401520
– volume: 83
  start-page: 604
  year: 1998
  ident: 2023112719541620400_B12
  article-title: Disproportionately elevated proinsulin levels reflect the degree of impaired B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus
  publication-title: J Clin Endocrinol Metab
– volume: 6
  start-page: 333
  year: 2005
  ident: 2023112719541620400_B31
  article-title: The Human Genome Diversity Project: past, present and future
  publication-title: Nat Rev Genet
  doi: 10.1038/nrg1579
– ident: 2023112719541620400_B2
– volume: 32
  start-page: 35
  year: 2002
  ident: 2023112719541620400_B20
  article-title: The evolution of beta-cell dysfunction and insulin resistance in type 2 diabetes
  publication-title: Eur J Clin Invest
  doi: 10.1046/j.1365-2362.32.s3.5.x
– volume: 45
  start-page: 742
  year: 1996
  ident: 2023112719541620400_B4
  article-title: Increased insulin resistance and insulin secretion in nondiabetic African-Americans and Hispanics compared with non-Hispanic whites. The Insulin Resistance Atherosclerosis Study
  publication-title: Diabetes
  doi: 10.2337/diab.45.6.742
– volume: 46
  start-page: 1725
  year: 1997
  ident: 2023112719541620400_B9
  article-title: Release of incompletely processed proinsulin is the cause of the disproportionate proinsulinemia of NIDDM
  publication-title: Diabetes
  doi: 10.2337/diab.46.11.1725
– volume: 21
  start-page: 661
  year: 1972
  ident: 2023112719541620400_B22
  article-title: Proinsulin and C-peptide in blood
  publication-title: Diabetes
  doi: 10.2337/diab.21.2.S661
– volume: 19
  start-page: 1655
  year: 2009
  ident: 2023112719541620400_B32
  article-title: Fast model-based estimation of ancestry in unrelated individuals
  publication-title: Genome Res
  doi: 10.1101/gr.094052.109
– volume: 11
  start-page: 755
  year: 1994
  ident: 2023112719541620400_B5
  article-title: Ethnic differences in secretion, sensitivity, and hepatic extraction of insulin in black and white Americans
  publication-title: Diabet Med
  doi: 10.1111/j.1464-5491.1994.tb00349.x
– volume: 69
  start-page: 2112
  year: 2020
  ident: 2023112719541620400_B40
  article-title: Obesity is associated with increased basal and postprandial β-cell insulin secretion even in the absence of insulin resistance
  publication-title: Diabetes
  doi: 10.2337/db20-0377
– volume: 157
  start-page: 107843
  year: 2019
  ident: 2023112719541620400_B1
  article-title: Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9th edition
  publication-title: Diabetes Res Clin Pract
  doi: 10.1016/j.diabres.2019.107843
– volume: 4
  start-page: 7
  year: 2015
  ident: 2023112719541620400_B27
  article-title: Second-generation PLINK: rising to the challenge of larger and richer datasets
  publication-title: Gigascience
  doi: 10.1186/s13742-015-0047-8
– volume: 10
  start-page: 313
  year: 1993
  ident: 2023112719541620400_B11
  article-title: Insulin deficiency and increased plasma concentration of intact and 32/33 split proinsulin in subjects with impaired glucose tolerance
  publication-title: Diabet Med
  doi: 10.1111/j.1464-5491.1993.tb00071.x
– volume: 62
  start-page: 197
  year: 1978
  ident: 2023112719541620400_B21
  article-title: Kinetics of human connecting peptide in normal and diabetic subjects
  publication-title: J Clin Invest
  doi: 10.1172/JCI109106
– ident: 2023112719541620400_B29
– volume: 50
  start-page: 150
  year: 2001
  ident: 2023112719541620400_B25
  article-title: Oral glucose tolerance test minimal model indexes of beta-cell function and insulin sensitivity
  publication-title: Diabetes
  doi: 10.2337/diabetes.50.1.150
– volume: 22
  start-page: 1462
  year: 1999
  ident: 2023112719541620400_B26
  article-title: Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp
  publication-title: Diabetes Care
  doi: 10.2337/diacare.22.9.1462
– volume: 9
  start-page: 1307
  year: 2015
  ident: 2023112719541620400_B17
  article-title: Elevated intact proinsulin levels during an oral glucose challenge indicate progressive β-cell dysfunction and may be predictive for development of type 2 diabetes
  publication-title: J Diabetes Sci Technol
  doi: 10.1177/1932296815607862
– volume: 61
  start-page: 634
  year: 2012
  ident: 2023112719541620400_B3
  article-title: Ethnic differences in glucose disposal, hepatic insulin sensitivity, and endogenous glucose production among African American and European American women
  publication-title: Metabolism
  doi: 10.1016/j.metabol.2011.09.011
– volume: 55
  start-page: 1278
  year: 1975
  ident: 2023112719541620400_B23
  article-title: Proinsulin, insulin, and C-peptide concentrations in human portal and peripheral blood
  publication-title: J Clin Invest
  doi: 10.1172/JCI108047
– volume: 46
  start-page: 20
  year: 2003
  ident: 2023112719541620400_B16
  article-title: Proinsulin and acute insulin response independently predict Type 2 diabetes mellitus in men--report from 27 years of follow-up study
  publication-title: Diabetologia
  doi: 10.1007/s00125-002-0995-2
– volume: 51
  start-page: 1263
  year: 2002
  ident: 2023112719541620400_B14
  article-title: Increased proinsulin levels and decreased acute insulin response independently predict the incidence of type 2 diabetes in the insulin resistance atherosclerosis study
  publication-title: Diabetes
  doi: 10.2337/diabetes.51.4.1263
– volume: 54
  start-page: 3047
  year: 2011
  ident: 2023112719541620400_B13
  article-title: Proinsulin-to-C-peptide ratio versus proinsulin-to-insulin ratio in the prediction of incident diabetes: the Insulin Resistance Atherosclerosis Study (IRAS)
  publication-title: Diabetologia
  doi: 10.1007/s00125-011-2322-2
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Snippet The primary purpose of the current study was to test the hypothesis that the proinsulin-to-C-peptide (PI-to-CP) ratio, as an index of proinsulin secretion,...
OBJECTIVE The primary purpose of the current study was to test the hypothesis that the proinsulin–to–C-peptide (PI-to-CP) ratio, as an index of proinsulin...
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StartPage 2129
SubjectTerms Adult
Adults
African Americans
Beta cells
Black or African American
Blood Glucose
C-Peptide
Diabetes
Diabetes mellitus
Diabetes mellitus (non-insulin dependent)
Diabetes Mellitus, Type 2
Fasting
Female
Glucose
Glucose tolerance
Humans
Insulin
Insulin Resistance
Insulin-Secreting Cells - metabolism
Insulin-Secreting Cells - physiology
Laboratory testing
Male
Mathematical analysis
Original
Peptides
Proinsulin
Regression analysis
Research design
Sensitivity analysis
White
Title Proinsulin–to–C-Peptide Ratio as a Marker of β-Cell Function in African American and European American Adults
URI https://www.ncbi.nlm.nih.gov/pubmed/36787895
https://www.proquest.com/docview/2896121313
https://www.proquest.com/docview/2777011691
https://pubmed.ncbi.nlm.nih.gov/PMC10698211
Volume 46
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