Stimulated Glucagon as a Biomarker of Hypoglycemic Risk in Type 1 Diabetes
MUGGLE
4 other identifiers
observational
62
1 country
1
Brief Summary
Type 1 diabetes (T1D) results from destruction of insulin producing beta cells by the body's own immune system (autoimmunity) causing an individual to lose the ability to make enough insulin to control their blood sugar levels and need to have insulin injections to lower blood glucose levels. Whilst high blood sugar level is a problem for people with Type 1 diabetes, taking insulin medication to lower sugar levels, delayed meals and exercise can all result in dangerously low blood sugar levels (hypoglycaemia). The biological causes of hypoglycaemia, and ways to prevent it are poorly understood. In non-diabetic individuals, a hormone called glucagon is secreted naturally to raise blood glucose levels but it is unclear why glucagon secretion is impaired during hypoglycaemia in individuals with T1D. The aim of this prospective observational study is to test the relationship between a glucagon stimulation test and risk of hypoglycaemia in T1D. It is hoped this research will establish whether this relationship could be used as a blood test and be a clinically useful biomarker of hypoglycaemia risk and, therefore, directly inform clinical care of people with T1D, particularly those with highest risk of hypoglycaemia. Assessment of beta cell decline has traditionally relied on timed C-peptide measures following a standardised liquid meal known as the mixed meal tolerance test (MMTT). Home finger prick blood spot C-peptide measurement might be a practical, cheap, and non-invasive alternative to a MMTT and would allow regular assessment of beta cell function over time. If proven that this sample type is a robust alternative to the gold standard MMTT venous C-peptide, it would dramatically decrease the cost and participant burden of T1D research into beta cell function.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for all trials
Started May 2023
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
November 7, 2022
CompletedFirst Posted
Study publicly available on registry
November 15, 2022
CompletedStudy Start
First participant enrolled
May 3, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 28, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
September 30, 2025
CompletedDecember 19, 2025
December 1, 2025
1.7 years
November 7, 2022
December 12, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
A description of the strength and reproducibility of the relationship of post-Mixed Meal and Arginine stimulated glucagon with hypoglycaemia.
The longitudinal stability of stimulated glucagon will be described, including its relationship with variation in hypoglycaemia frequency, and the potential to predict future hypoglycaemia. This will be be determined from post-MM \& Arginine-induced plasma glucagon levels, continuous glucose monitoring (CGM) time spent in hypoglycaemia, and self-reported hypoglycaemia episodes, hypoglycaemia fear/awareness, and fear of hypoglycaemia.
22 months
Secondary Outcomes (3)
Longitudinal variability of glucagon levels and its relationship to episodes of hypoglycaemia in long-duration T1D.
22 months
The relationship between plasma glucagon levels under basal conditions, following a stimulation (by mixed meal or arginine)
22 months
Home finger prick blood spot C-peptide measurement is a practical alternative to MMTT
22 months
Study Arms (2)
MMTT Visit 1, AST Visit 2
Mixed Meal Tolerance Test (MMTT) Visit 1 and Arginine Stimulated Test (AST) Visit 2
AST Visit 1, MMTT Visit 2
Arginine Stimulated Test (AST) Visit 1 and Mixed Meal Tolerance Test (MMTT) Visit 2
Interventions
At either Visit 1 or Visit 2, participants will be given Ensure HP or Fortisip (a drink containing the same amounts of carbohydrates, protein and fats as there would be in a meal; 6ml/kg to a max of 360mls), and have blood samples collected, to measure insulin (C-peptide), glucose, and glucagon, at specific intervals: -10, 0, 30, 60, 90, 120 minutes post meal. This test is used to measure how a participant's beta cells are working to produce insulin after a meal and to check for reactive hypoglycaemia.
At either Visit 1 or Visit 2, and Visit 3, participants will be given a dose of Arginine Hydrochloride (5 g Arginine during 1 min) by intravenous injection, and have blood samples collected to measure insulin (C-peptide), glucose, and glucagon, at specific intervals: -10, 0, 2, 5, 10, 15 and 30 minutes following the Arginine bolus injection. This test is designed primarily to test the maximum insulin secretion capacity of a participant's beta cells.
Participants will be provided with a kit to collect an optional home finger prick sample the day after each visit, and return the sample using the prepaid addressed padded envelope provided.
Eligibility Criteria
75 individuals with long duration T1D, identified from participation in the TIGI study (UK IRAS ID: 141756, REC Number: 13/SW/0312), with consent to be contacted for future research. The TIGI participants have a clinical diagnosis of T1D, were on insulin from diagnosis and, if BMI was \>30, were autoantibody positive. We will aim to recruit 50 people with undetectable C-peptide and 25 with detectable C-peptide. The selection of people with absent C-peptide allows a secondary analysis focussed on stimulated glucagon without any potential interaction with endogenous insulin secretion. It also focusses on a group of people known to be at high hypoglycaemia risk due to lack of endogenous insulin.
You may qualify if:
- Clinical diagnosis of Type 1 diabetes
- Insulin treated
- Known urine C-peptide status (using Urinary C-Peptide Creatinine Ratio \[UCPCR\], positive/negative defined by UCPCR 0.2nmol/mmol cut-off)
- Age 16-65 years inclusive
- Able and willing to provide informed consent/assent.
You may not qualify if:
- Age less than 16 year or over 65 years
- Pregnant or lactating (as this may limit blood sampling and affect T cell function)
- Any medical condition that, in the opinion of the investigator, would affect the safety of the subject's participation, or validity of results.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University of Exeterlead
- Royal Devon and Exeter NHS Foundation Trustcollaborator
Study Sites (1)
Royal Devon University Healthcare NHS Foundation Trust
Exeter, Devon, EX2 5DW, United Kingdom
Related Publications (36)
Lund A, Bagger JI, Wewer Albrechtsen NJ, Christensen M, Grondahl M, Hartmann B, Mathiesen ER, Hansen CP, Storkholm JH, van Hall G, Rehfeld JF, Hornburg D, Meissner F, Mann M, Larsen S, Holst JJ, Vilsboll T, Knop FK. Evidence of Extrapancreatic Glucagon Secretion in Man. Diabetes. 2016 Mar;65(3):585-97. doi: 10.2337/db15-1541. Epub 2015 Dec 15.
PMID: 26672094BACKGROUNDGerich JE, Langlois M, Noacco C, Karam JH, Forsham PH. Lack of glucagon response to hypoglycemia in diabetes: evidence for an intrinsic pancreatic alpha cell defect. Science. 1973 Oct 12;182(4108):171-3. doi: 10.1126/science.182.4108.171.
PMID: 4581053RESULTFrier BM. Hypoglycaemia in diabetes mellitus: epidemiology and clinical implications. Nat Rev Endocrinol. 2014 Dec;10(12):711-22. doi: 10.1038/nrendo.2014.170. Epub 2014 Oct 7.
PMID: 25287289RESULTHypoglycemia in the Diabetes Control and Complications Trial. The Diabetes Control and Complications Trial Research Group. Diabetes. 1997 Feb;46(2):271-86.
PMID: 9000705RESULTEpidemiology of severe hypoglycemia in the diabetes control and complications trial. The DCCT Research Group. Am J Med. 1991 Apr;90(4):450-9.
PMID: 2012085RESULTCryer PE. Minireview: Glucagon in the pathogenesis of hypoglycemia and hyperglycemia in diabetes. Endocrinology. 2012 Mar;153(3):1039-48. doi: 10.1210/en.2011-1499. Epub 2011 Dec 13.
PMID: 22166985RESULTRorsman P, Ramracheya R, Rorsman NJ, Zhang Q. ATP-regulated potassium channels and voltage-gated calcium channels in pancreatic alpha and beta cells: similar functions but reciprocal effects on secretion. Diabetologia. 2014 Sep;57(9):1749-61. doi: 10.1007/s00125-014-3279-8. Epub 2014 Jun 7.
PMID: 24906950RESULTBollyky J, Greenbaum CJ. Editorial: The role of glucagon in postprandial hyperglycemia--the jury's still out. J Clin Endocrinol Metab. 2007 Aug;92(8):2879-81. doi: 10.1210/jc.2007-1312. No abstract available.
PMID: 17682088RESULTZenz S, Mader JK, Regittnig W, Brunner M, Korsatko S, Boulgaropoulos B, Magnes C, Raml R, Narath SH, Eller P, Augustin T, Pieber TR. Impact of C-Peptide Status on the Response of Glucagon and Endogenous Glucose Production to Induced Hypoglycemia in T1DM. J Clin Endocrinol Metab. 2018 Apr 1;103(4):1408-1417. doi: 10.1210/jc.2017-01836.
PMID: 29408994RESULTBrissova M, Haliyur R, Saunders D, Shrestha S, Dai C, Blodgett DM, Bottino R, Campbell-Thompson M, Aramandla R, Poffenberger G, Lindner J, Pan FC, von Herrath MG, Greiner DL, Shultz LD, Sanyoura M, Philipson LH, Atkinson M, Harlan DM, Levy SE, Prasad N, Stein R, Powers AC. alpha Cell Function and Gene Expression Are Compromised in Type 1 Diabetes. Cell Rep. 2018 Mar 6;22(10):2667-2676. doi: 10.1016/j.celrep.2018.02.032.
PMID: 29514095RESULTBrown RJ, Sinaii N, Rother KI. Too much glucagon, too little insulin: time course of pancreatic islet dysfunction in new-onset type 1 diabetes. Diabetes Care. 2008 Jul;31(7):1403-4. doi: 10.2337/dc08-0575.
PMID: 18594062RESULTSherr J, Tsalikian E, Fox L, Buckingham B, Weinzimer S, Tamborlane WV, White NH, Arbelaez AM, Kollman C, Ruedy KJ, Cheng P, Beck RW; Diabetes Research in Children Network. Evolution of abnormal plasma glucagon responses to mixed-meal feedings in youth with type 1 diabetes during the first 2 years after diagnosis. Diabetes Care. 2014 Jun;37(6):1741-4. doi: 10.2337/dc13-2612. Epub 2014 Apr 2.
PMID: 24696460RESULTOrskov C, Wettergren A, Holst JJ. Secretion of the incretin hormones glucagon-like peptide-1 and gastric inhibitory polypeptide correlates with insulin secretion in normal man throughout the day. Scand J Gastroenterol. 1996 Jul;31(7):665-70. doi: 10.3109/00365529609009147.
PMID: 8819215RESULTRickels MR, Evans-Molina C, Bahnson HT, Ylescupidez A, Nadeau KJ, Hao W, Clements MA, Sherr JL, Pratley RE, Hannon TS, Shah VN, Miller KM, Greenbaum CJ; T1D Exchange beta-Cell Function Study Group. High residual C-peptide likely contributes to glycemic control in type 1 diabetes. J Clin Invest. 2020 Apr 1;130(4):1850-1862. doi: 10.1172/JCI134057.
PMID: 31895699RESULTZhang Q, Ramracheya R, Lahmann C, Tarasov A, Bengtsson M, Braha O, Braun M, Brereton M, Collins S, Galvanovskis J, Gonzalez A, Groschner LN, Rorsman NJ, Salehi A, Travers ME, Walker JN, Gloyn AL, Gribble F, Johnson PR, Reimann F, Ashcroft FM, Rorsman P. Role of KATP channels in glucose-regulated glucagon secretion and impaired counterregulation in type 2 diabetes. Cell Metab. 2013 Dec 3;18(6):871-82. doi: 10.1016/j.cmet.2013.10.014.
PMID: 24315372RESULTPorksen S, Nielsen LB, Kaas A, Kocova M, Chiarelli F, Orskov C, Holst JJ, Ploug KB, Hougaard P, Hansen L, Mortensen HB; Hvidore Study Group on Childhood Diabetes. Meal-stimulated glucagon release is associated with postprandial blood glucose level and does not interfere with glycemic control in children and adolescents with new-onset type 1 diabetes. J Clin Endocrinol Metab. 2007 Aug;92(8):2910-6. doi: 10.1210/jc.2007-0244. Epub 2007 May 22.
PMID: 17519307RESULTHare KJ, Vilsboll T, Holst JJ, Knop FK. Inappropriate glucagon response after oral compared with isoglycemic intravenous glucose administration in patients with type 1 diabetes. Am J Physiol Endocrinol Metab. 2010 Apr;298(4):E832-7. doi: 10.1152/ajpendo.00700.2009. Epub 2010 Jan 26.
PMID: 20103744RESULTMarren SM, Hammersley S, McDonald TJ, Shields BM, Knight BA, Hill A, Bolt R, Tree TI, Roep BO, Hattersley AT, Jones AG, Oram RA; TIGI consortium. Persistent C-peptide is associated with reduced hypoglycaemia but not HbA1c in adults with longstanding Type 1 diabetes: evidence for lack of intensive treatment in UK clinical practice? Diabet Med. 2019 Sep;36(9):1092-1099. doi: 10.1111/dme.13960. Epub 2019 Jun 27.
PMID: 30955221RESULTGeddes J, Wright RJ, Zammitt NN, Deary IJ, Frier BM. An evaluation of methods of assessing impaired awareness of hypoglycemia in type 1 diabetes. Diabetes Care. 2007 Jul;30(7):1868-70. doi: 10.2337/dc06-2556. Epub 2007 Apr 6. No abstract available.
PMID: 17416785RESULTWewer Albrechtsen NJ, Bak MJ, Hartmann B, Christensen LW, Kuhre RE, Deacon CF, Holst JJ. Stability of glucagon-like peptide 1 and glucagon in human plasma. Endocr Connect. 2015 Mar;4(1):50-7. doi: 10.1530/EC-14-0126. Epub 2015 Jan 16.
PMID: 25596009RESULTAtkinson MA, Leiter EH. The NOD mouse model of type 1 diabetes: as good as it gets? Nat Med. 1999 Jun;5(6):601-4. doi: 10.1038/9442. No abstract available.
PMID: 10371488RESULTChen YG, Mathews CE, Driver JP. The Role of NOD Mice in Type 1 Diabetes Research: Lessons from the Past and Recommendations for the Future. Front Endocrinol (Lausanne). 2018 Feb 23;9:51. doi: 10.3389/fendo.2018.00051. eCollection 2018.
PMID: 29527189RESULTRamracheya R, Ward C, Shigeto M, Walker JN, Amisten S, Zhang Q, Johnson PR, Rorsman P, Braun M. Membrane potential-dependent inactivation of voltage-gated ion channels in alpha-cells inhibits glucagon secretion from human islets. Diabetes. 2010 Sep;59(9):2198-208. doi: 10.2337/db09-1505. Epub 2010 Jun 14.
PMID: 20547976RESULTRorsman P, Ashcroft FM. Pancreatic beta-Cell Electrical Activity and Insulin Secretion: Of Mice and Men. Physiol Rev. 2018 Jan 1;98(1):117-214. doi: 10.1152/physrev.00008.2017.
PMID: 29212789RESULTMcDonald TJ, Perry MH, Peake RW, Pullan NJ, O'Connor J, Shields BM, Knight BA, Hattersley AT. EDTA improves stability of whole blood C-peptide and insulin to over 24 hours at room temperature. PLoS One. 2012;7(7):e42084. doi: 10.1371/journal.pone.0042084. Epub 2012 Jul 30.
PMID: 22860060RESULTMcDonald TJ, Besser RE, Perry M, Babiker T, Knight BA, Shepherd MH, Ellard S, Flanagan SE, Hattersley AT. Screening for neonatal diabetes at day 5 of life using dried blood spot glucose measurement. Diabetologia. 2017 Nov;60(11):2168-2173. doi: 10.1007/s00125-017-4383-3. Epub 2017 Aug 5.
PMID: 28779213RESULTBattelino T, Danne T, Bergenstal RM, Amiel SA, Beck R, Biester T, Bosi E, Buckingham BA, Cefalu WT, Close KL, Cobelli C, Dassau E, DeVries JH, Donaghue KC, Dovc K, Doyle FJ 3rd, Garg S, Grunberger G, Heller S, Heinemann L, Hirsch IB, Hovorka R, Jia W, Kordonouri O, Kovatchev B, Kowalski A, Laffel L, Levine B, Mayorov A, Mathieu C, Murphy HR, Nimri R, Norgaard K, Parkin CG, Renard E, Rodbard D, Saboo B, Schatz D, Stoner K, Urakami T, Weinzimer SA, Phillip M. Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range. Diabetes Care. 2019 Aug;42(8):1593-1603. doi: 10.2337/dci19-0028. Epub 2019 Jun 8.
PMID: 31177185RESULTMilan AM, D'Souza RF, Pundir S, Pileggi CA, Thorstensen EB, Barnett MP, Markworth JF, Cameron-Smith D, Mitchell CJ. Older Adults Have Delayed Amino Acid Absorption after a High Protein Mixed Breakfast Meal. J Nutr Health Aging. 2015 Oct;19(8):839-45. doi: 10.1007/s12603-015-0500-5.
PMID: 26412288RESULTSalehi A, Gunnerud U, Muhammed SJ, Ostman E, Holst JJ, Bjorck I, Rorsman P. The insulinogenic effect of whey protein is partially mediated by a direct effect of amino acids and GIP on beta-cells. Nutr Metab (Lond). 2012 May 30;9(1):48. doi: 10.1186/1743-7075-9-48.
PMID: 22647249RESULTDe Marinis YZ, Salehi A, Ward CE, Zhang Q, Abdulkader F, Bengtsson M, Braha O, Braun M, Ramracheya R, Amisten S, Habib AM, Moritoh Y, Zhang E, Reimann F, Rosengren A, Shibasaki T, Gribble F, Renstrom E, Seino S, Eliasson L, Rorsman P. GLP-1 inhibits and adrenaline stimulates glucagon release by differential modulation of N- and L-type Ca2+ channel-dependent exocytosis. Cell Metab. 2010 Jun 9;11(6):543-553. doi: 10.1016/j.cmet.2010.04.007.
PMID: 20519125RESULTWinzeler B, Cesana-Nigro N, Refardt J, Vogt DR, Imber C, Morin B, Popovic M, Steinmetz M, Sailer CO, Szinnai G, Chifu I, Fassnacht M, Christ-Crain M. Arginine-stimulated copeptin measurements in the differential diagnosis of diabetes insipidus: a prospective diagnostic study. Lancet. 2019 Aug 17;394(10198):587-595. doi: 10.1016/S0140-6736(19)31255-3. Epub 2019 Jul 11.
PMID: 31303316RESULTKnudsen JG, Hamilton A, Ramracheya R, Tarasov AI, Brereton M, Haythorne E, Chibalina MV, Spegel P, Mulder H, Zhang Q, Ashcroft FM, Adam J, Rorsman P. Dysregulation of Glucagon Secretion by Hyperglycemia-Induced Sodium-Dependent Reduction of ATP Production. Cell Metab. 2019 Feb 5;29(2):430-442.e4. doi: 10.1016/j.cmet.2018.10.003. Epub 2018 Nov 8.
PMID: 30415925RESULTWalker JN, Ramracheya R, Zhang Q, Johnson PR, Braun M, Rorsman P. Regulation of glucagon secretion by glucose: paracrine, intrinsic or both? Diabetes Obes Metab. 2011 Oct;13 Suppl 1:95-105. doi: 10.1111/j.1463-1326.2011.01450.x.
PMID: 21824262RESULTVergari E, Knudsen JG, Ramracheya R, Salehi A, Zhang Q, Adam J, Asterholm IW, Benrick A, Briant LJB, Chibalina MV, Gribble FM, Hamilton A, Hastoy B, Reimann F, Rorsman NJG, Spiliotis II, Tarasov A, Wu Y, Ashcroft FM, Rorsman P. Insulin inhibits glucagon release by SGLT2-induced stimulation of somatostatin secretion. Nat Commun. 2019 Jan 11;10(1):139. doi: 10.1038/s41467-018-08193-8.
PMID: 30635569RESULTRamracheya RD, McCulloch LJ, Clark A, Wiggins D, Johannessen H, Olsen MK, Cai X, Zhao CM, Chen D, Rorsman P. PYY-Dependent Restoration of Impaired Insulin and Glucagon Secretion in Type 2 Diabetes following Roux-En-Y Gastric Bypass Surgery. Cell Rep. 2016 May 3;15(5):944-950. doi: 10.1016/j.celrep.2016.03.091. Epub 2016 Apr 21.
PMID: 27117413RESULTHamilton A, Zhang Q, Salehi A, Willems M, Knudsen JG, Ringgaard AK, Chapman CE, Gonzalez-Alvarez A, Surdo NC, Zaccolo M, Basco D, Johnson PRV, Ramracheya R, Rutter GA, Galione A, Rorsman P, Tarasov AI. Adrenaline Stimulates Glucagon Secretion by Tpc2-Dependent Ca2+ Mobilization From Acidic Stores in Pancreatic alpha-Cells. Diabetes. 2018 Jun;67(6):1128-1139. doi: 10.2337/db17-1102. Epub 2018 Mar 21.
PMID: 29563152RESULT
Biospecimen
Serum, plasma, RNA, PBMCs at serial timepoints after a meal or intravenous stimulus.
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Richard A Oram, MRCP (neph)
University of Exeter
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 7, 2022
First Posted
November 15, 2022
Study Start
May 3, 2023
Primary Completion
January 28, 2025
Study Completion
September 30, 2025
Last Updated
December 19, 2025
Record last verified: 2025-12
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, SAP
- Time Frame
- Data will become available 12 months after the study end.
- Access Criteria
- Applications submitted via the approved data repository would be considered.
The study's final anonymised dataset will be uploaded to vivli.org, a sponsor/funder approved data repository by October 2026. In addition, where consent is given by the participant, their samples and data from the project will be gifted to the Peninsula Research Bank (an approved tissue bank, REC ref 19/SW/1059) in Exeter to be used for future research. Any participant information required to be sent to a third party will adhere to these pseudo-anonymised parameters, this includes the participant's date of birth, gender, and unique study ID. No participant identifiable data will be sent outside the EU.