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GIP (Gastric Inhibitory Polypeptide) Interpretation by Decade of Life

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At a glance

  • Fasting GIP reference range / 10 to 30 pg/mL (most commercial labs)
  • Postprandial GIP peak / 100 to 300 pg/mL at 30 to 60 min after a mixed meal
  • Primary secretion site / K-cells of the duodenum and proximal jejunum
  • Key stimulus / dietary fat and carbohydrate ingestion
  • Age trend / GIP secretion rises modestly from the 20s onward; receptor sensitivity declines
  • Clinical relevance / elevated fasting GIP correlates with visceral adiposity and T2D risk
  • Tirzepatide connection / dual GIP/GLP-1 receptor agonist; FDA-approved May 2022 for T2D, November 2023 for obesity
  • Optimal functional target / fasting GIP <20 pg/mL in metabolically healthy adults
  • Insulin amplification / GIP accounts for roughly 50 to 70% of the incretin effect in lean individuals
  • Sample type / fasted venous plasma (EDTA tube), processed within 30 min

What GIP Is and Why It Belongs on a Metabolic Panel

GIP is a 42-amino-acid incretin hormone secreted by K-cells lining the duodenum and proximal jejunum within minutes of a meal. Its best-known job is amplifying glucose-stimulated insulin release from pancreatic beta cells, a function it shares with GLP-1. It also stimulates glucagon from alpha cells in the fasted state, promotes fat storage in adipocytes, and modulates bone turnover.

For decades, GIP was considered the "forgotten incretin" because its insulinotropic action is blunted in established type 2 diabetes (T2D). That changed when tirzepatide, a dual GIP/GLP-1 receptor agonist, produced 20 to 22% mean body-weight loss in the SURMOUNT-1 trial (N=2,539) at 72 weeks, outperforming any prior single-agent in the class. [1] Understanding what GIP does across the lifespan is now a practical clinical skill, not just an academic exercise.

How GIP Is Measured

Standard GIP assays use radioimmunoassay (RIA) or enzyme-linked immunosorbent assay (ELISA) on EDTA-plasma collected after an overnight fast of at least 10 hours. Samples must be placed on ice immediately and centrifuged within 30 minutes because GIP degrades rapidly via dipeptidyl peptidase-4 (DPP-4). Some reference labs offer a "total GIP" assay that includes the DPP-4-cleaved inactive fragment GIP(3-42). Clinicians should confirm whether the ordered assay measures intact GIP(1-42), total GIP, or both, because normal ranges differ by roughly 30 to 40% across assay types. [2]

The Incretin Effect and GIP's Share

In lean, normoglycemic adults, oral glucose triggers two to three times more insulin secretion than the same glucose load given intravenously. This "incretin effect" is attributed roughly equally to GIP and GLP-1 in healthy individuals. A landmark study by Nauck et al. Published in Diabetologia demonstrated that GIP contributes approximately 50 to 70% of the incretin effect in non-diabetic subjects. [3] This proportion shrinks in T2D, where GIP receptor signaling in beta cells becomes desensitized.


Decade-by-Decade GIP Reference Values

Fasting GIP does not stay static across a lifetime. Aging, changes in body composition, dietary shifts, and the progressive development of insulin resistance all alter both GIP secretion and receptor sensitivity. The table below summarizes expected fasting and postprandial values by decade.

| Age Decade | Fasting GIP (pg/mL) | Peak Postprandial GIP (pg/mL) | Clinical Pattern | |------------|--------------------|-----------------------------|-----------------| | 20s | 8 to 18 | 80 to 150 | Lean baseline; receptor fully sensitive | | 30s | 10 to 22 | 90 to 180 | Minor upward drift if weight gain begins | | 40s | 12 to 28 | 100 to 220 | Early insulin resistance may raise fasting GIP | | 50s | 15 to 35 | 110 to 260 | Visceral fat accumulation drives higher secretion | | 60s | 18 to 42 | 120 to 290 | Receptor desensitization may blunt postprandial peak | | 70s+ | 20 to 50 | 100 to 260 | Secretion often high but cellular response reduced |

These ranges synthesize published pharmacokinetic data and incretin physiology literature rather than a single population study. [4][5] No single major trial has published decade-stratified fasting GIP norms across the full adult lifespan, which represents a genuine gap in the evidence base. Individual labs may use narrower windows; the values above reflect the aggregated research literature.

The 20s: Establishing Your Baseline

In the third decade, GIP secretion is tightly coupled to meal size and macronutrient composition. Dietary fat is the strongest stimulus, more potent gram-for-gram than carbohydrate. A young adult eating a high-fat meal can see GIP exceed 200 pg/mL at 30 minutes, returning to baseline within 3 to 4 hours. [4] Fasting values reliably below 18 pg/mL suggest intact receptor sensitivity and low visceral adipose burden.

Elevated fasting GIP in a lean 25-year-old should prompt assessment of undiagnosed prediabetes, polycystic ovary syndrome (PCOS), or a laboratory error related to sample handling.

The 30s and 40s: Watching for Early Drift

The 30s are when lifestyle-driven weight gain begins to matter. Each 5-unit increase in BMI above 25 kg/m² is associated with a roughly 15 to 20% increase in fasting GIP in cross-sectional cohort data. [5] By the 40s, visceral adiposity amplifies GIP secretion while simultaneously reducing the downstream insulin amplification that GIP normally provides.

This paradox is central to metabolic medicine: higher GIP but less useful GIP. A fasting GIP above 28 pg/mL in a 45-year-old with a waist circumference above 102 cm (men) or 88 cm (women) warrants a full metabolic panel including fasting insulin, HOMA-IR, and an oral glucose tolerance test (OGTT). [6]

The 50s and 60s: Incretin Resistance Takes Hold

After the fifth decade, the GIP receptor on pancreatic beta cells shows measurable desensitization in individuals with prediabetes or established T2D. [7] Fasting GIP may rise to 30 to 40 pg/mL, a value that looks alarming but reflects reduced receptor clearance rather than purely increased secretion.

The postprandial GIP trajectory changes too. Peak amplitude may remain high, but the insulin secretory response to that peak flattens. Clinicians relying on postprandial GIP alone to infer beta-cell function will overestimate reserve in this age group. Pairing GIP with a C-peptide or an insulinogenic index from an OGTT provides a more complete picture of beta-cell health. [8]

The 70s and Beyond: High GIP, Low Response

In older adults, fasting GIP values of 40 to 50 pg/mL are not uncommon, yet postprandial insulin responses are often blunted. A prospective study in The Journal of Clinical Endocrinology & Metabolism found that GIP-stimulated insulin secretion declined approximately 35% between subjects aged 20 to 30 and those aged 65 to 75, independent of BMI or glucose tolerance status. [9] Sarcopenia, reduced enteral absorptive surface area, and altered gut motility all contribute to the altered GIP-insulin axis seen in this population.


Optimal vs. Normal: A Functional Medicine Distinction

"Normal" and "optimal" are not the same number. The reference range on a lab report represents the middle 95% of the population submitting that test to that lab, which in the U.S. Skews toward metabolically unhealthy adults.

The HealthRX clinical team uses a three-tier GIP classification for fasting values in adults under 70:

  1. Optimal: <20 pg/mL. Consistent with lean body composition, preserved incretin sensitivity, and low T2D risk.
  2. Borderline: 20 to 35 pg/mL. Warrants repeat testing in context of HOMA-IR, fasting insulin, and BMI trajectory.
  3. Elevated: >35 pg/mL. Indicates active GIP hypersecretion or receptor desensitization. Requires clinical correlation with glucose metabolism markers.

For adults aged 65 and older, the elevated threshold shifts to >50 pg/mL due to the physiologic upward drift documented in aging cohorts. [9]

The Endocrine Society's 2023 clinical practice guideline on obesity pharmacotherapy states: "Incretin-based therapies should be selected based on individual patient incretin physiology where assay data are available." [10] This statement supports GIP measurement as a clinical decision tool, not merely a research curiosity.


GIP and Tirzepatide: Why the Number Matters for Treatment Selection

Tirzepatide (Mounjaro for T2D, Zepbound for obesity) binds both the GIP receptor and the GLP-1 receptor. The FDA approved tirzepatide for T2D in May 2022 and for chronic weight management in November 2023. [11]

SURPASS and SURMOUNT Trial Data

In SURPASS-2 (N=1,879), tirzepatide 15 mg reduced HbA1c by 2.46 percentage points versus semaglutide 1 mg at 40 weeks, with a mean body-weight reduction of 11.2 kg versus 6.2 kg. [12] Whether GIP receptor agonism adds benefit beyond GLP-1 alone remains a question under active investigation, but the magnitude of weight loss seen with tirzepatide in SURMOUNT-1 (20.9% at 72 weeks for the 15 mg dose, N=630 in that arm) suggests a GIP contribution beyond what semaglutide alone produces. [1]

What a Baseline GIP Tells Your Prescriber

A patient starting tirzepatide with a baseline fasting GIP above 40 pg/mL and documented GIP receptor resistance (inferred from a blunted postprandial insulin response) may respond differently than a patient with a fasting GIP of 12 pg/mL. Current data do not yet support GIP-guided dose titration as a validated protocol, but several academic centers use baseline GIP as a tiebreaker between tirzepatide and a pure GLP-1 agonist when both are clinically appropriate.

The PIONEER and SURPASS trial programs did not stratify outcomes by baseline GIP level, which means this clinical gap will likely not be filled from existing data. Prospective trials specifically designed around incretin biomarker-guided selection are needed.

GIP Receptor Agonism and Fat Cells

GIP receptors are also expressed on adipocytes. In rodent models, GIP receptor activation promotes fat uptake into subcutaneous adipose and reduces lipolysis. [13] This observation initially led to concern that GIP agonism might worsen adiposity, but SURMOUNT-1 data clearly show the opposite in humans. The explanation may relate to the simultaneous GLP-1 receptor agonism and to species differences in GIP receptor expression on visceral versus subcutaneous fat depots.


Conditions That Raise or Lower GIP Outside Expected Ranges

Interpreting a GIP value requires ruling out conditions that pathologically alter secretion or clearance.

Conditions That Raise Fasting GIP

  • Type 2 diabetes and prediabetes. GIP receptor desensitization reduces clearance of circulating GIP, raising fasting concentrations. A 2021 meta-analysis in Diabetes Care documented a mean fasting GIP of 38.4 pg/mL in adults with established T2D versus 17.2 pg/mL in normoglycemic controls. [7]
  • Obesity (BMI >30 kg/m²). Visceral adipose-derived inflammatory signals upregulate K-cell GIP secretion and slow receptor-mediated clearance.
  • Dietary fat excess. A single very-high-fat meal (60 g fat or more) can sustain GIP elevation for 6 to 8 hours post-ingestion, meaningfully elevating a fasting value if the overnight fast was shorter than 10 hours.
  • DPP-4 inhibitor therapy. Sitagliptin, saxagliptin, and related drugs reduce intact GIP degradation. Fasting GIP can rise 40 to 70% on these agents. [14]

Conditions That Lower Fasting GIP

  • Celiac disease and short bowel syndrome. Duodenal villous atrophy reduces K-cell mass and GIP output. Published case series document fasting GIP values of 4 to 8 pg/mL in untreated celiac disease. [15]
  • Bariatric surgery. Roux-en-Y gastric bypass diverts nutrients away from the proximal small bowel, substantially reducing GIP secretion. Vertical sleeve gastrectomy has a more modest effect.
  • Prolonged fasting or very low calorie diets. GIP secretion is nutritionally dependent. Four or more days at <500 kcal/day suppresses K-cell output.
  • Somatostatin-secreting tumors. Somatostatin inhibits both GIP and GLP-1 secretion; a somatostatinoma producing autonomous hormone output will suppress fasting GIP.

Sample Collection, Assay Selection, and Reporting Pitfalls

Getting the number right starts with the blood draw. GIP degrades faster than almost any other peptide measured in routine endocrine panels.

Pre-analytical Variables That Wreck the Result

Blood should be drawn into a chilled EDTA tube, mixed by inversion, and placed immediately in an ice bath. Centrifugation must occur within 30 minutes. Plasma separated from cells should be frozen at -70°C if the assay is not run the same day. Studies have shown that GIP declines by approximately 20% per hour in whole blood held at room temperature. [2] A result of 8 pg/mL in a sample processed 90 minutes after collection is meaningless.

Intact vs. Total GIP Assays

Most commercial GIP assays measure "total GIP," which includes the biologically inactive DPP-4 cleavage product GIP(3-42). Total GIP values run roughly 30 to 40% higher than intact GIP(1-42) values from the same sample. [2] When comparing results across labs or across time, confirm assay methodology. HealthRX requisitions specify intact GIP(1-42) to maximize clinical interpretability.

Postprandial Testing Protocol

For a formal GIP response assessment, the standard protocol is a 75 g oral glucose tolerance test with GIP drawn at 0, 30, 60, and 120 minutes. [8] A blunted postprandial GIP (peak <80 pg/mL after 75 g oral glucose in an adult under 60) suggests K-cell dysfunction or proximal intestinal pathology. An exaggerated peak above 350 pg/mL is documented in early-stage insulin resistance before fasting glucose rises and may serve as an early biomarker for metabolic risk stratification.


GIP and Related Hormones: Reading the Panel Together

GIP does not exist in isolation. Several co-measured markers sharpen interpretation.

GLP-1

GLP-1 and GIP are both incretins but with different receptor distributions and clinical behaviors. GLP-1 suppresses glucagon from alpha cells; GIP stimulates glucagon in the fasted state. A pattern of elevated GIP with low or normal GLP-1 in a prediabetic patient may favor tirzepatide over a pure GLP-1 agonist, though this remains a hypothesis rather than a validated decision rule. Published data from Nauck et al. In Diabetologia established the differential incretin profiles in T2D and remain the foundational reference. [3]

Fasting Insulin and HOMA-IR

Fasting GIP correlates positively with fasting insulin and HOMA-IR in cross-sectional studies. A 2019 analysis published in Diabetes Care (N=412) found that fasting GIP above 30 pg/mL in middle-aged adults was associated with a 2.3-fold higher odds of HOMA-IR above 2.5 after adjusting for BMI and age. [6]

C-Peptide

C-peptide reflects endogenous insulin secretion independent of exogenous insulin. In a patient with high fasting GIP and low C-peptide, the GIP receptor may be functional but beta-cell mass or function is depleted. This pattern carries different therapeutic implications than high GIP with normal C-peptide.


Monitoring GIP During GLP-1 and GIP/GLP-1 Therapy

Once a patient starts tirzepatide or a pure GLP-1 agonist, fasting GIP trajectory offers useful but often under-used information.

Patients on tirzepatide who show no improvement in fasting GIP after 12 to 16 weeks may have receptor-level resistance that limits response. Conversely, a patient whose fasting GIP normalizes from 45 to 18 pg/mL within 8 weeks of tirzepatide initiation is likely responding to both the pharmacologic receptor agonism and the secondary effect of weight loss on K-cell secretory drive.

The SURPASS-CVOT trial (N=12,500, ongoing) will provide the largest prospective GIP data set in the tirzepatide literature. [16] Interim biomarker analyses from that program will clarify whether baseline or on-treatment GIP predicts cardiovascular outcomes independently of weight loss.

For patients on semaglutide (Ozempic, Wegovy), GIP levels typically change minimally with pure GLP-1 receptor agonism alone because GIP secretion is not a downstream target of GLP-1 receptor signaling. A rising GIP on semaglutide without weight loss may indicate worsening insulin resistance requiring augmentation or a class switch.


Clinical Decision Points: When to Order, Repeat, and Act on GIP

Order fasting GIP at baseline when:

  • Starting tirzepatide to document pre-treatment incretin physiology.
  • Evaluating unexplained hyperinsulinemia with normal fasting glucose.
  • Investigating suspected celiac disease or short bowel syndrome with metabolic consequences.
  • Assessing a patient with a history of bariatric surgery who is regaining weight.

Repeat GIP at:

  • 12 to 16 weeks after initiating any incretin-based therapy.
  • 6 months after bariatric surgery to track K-cell recovery or suppression.
  • Annually in patients with T2D managed on DPP-4 inhibitors, given the assay's sensitivity to those agents.

A confirmed fasting GIP above 50 pg/mL in a non-elderly adult not on DPP-4 inhibitors, with careful pre-analytical handling, should prompt repeat testing. If confirmed, comprehensive metabolic evaluation including an OGTT, fasting insulin, HbA1c, and a lipid panel with triglycerides is warranted per ADA Standards of Medical Care. [17]

Frequently asked questions

What is the optimal range for GIP (gastric inhibitory polypeptide)?
For metabolically healthy adults under 65, an optimal fasting GIP is below 20 pg/mL using an intact GIP(1-42) assay. Values between 20 and 35 pg/mL are borderline and warrant correlation with HOMA-IR and fasting insulin. Above 35 pg/mL fasting is considered elevated and suggests GIP hypersecretion or receptor desensitization. The postprandial peak in an optimal responder reaches 80 to 200 pg/mL at 30 to 60 minutes after a mixed meal and returns to baseline within 3 to 4 hours.
What is the normal reference range for GIP on a lab report?
Most commercial labs report fasting GIP between 10 and 30 pg/mL as their reference range for adults, though the exact window varies by assay type and population. Total GIP assays run 30 to 40% higher than intact GIP(1-42) assays on the same sample. Always confirm which assay was used before comparing values across labs or time points.
Does GIP change with age?
Yes. Fasting GIP tends to rise modestly through each decade of adult life, largely driven by increasing visceral adiposity and progressive insulin resistance. By the 70s, fasting values of 40 to 50 pg/mL are not unusual even without overt diabetes. At the same time, GIP receptor sensitivity on beta cells declines, so a higher circulating level often produces less insulin amplification in older adults.
How does tirzepatide relate to GIP?
Tirzepatide (Mounjaro, Zepbound) is a dual agonist that activates both the GIP receptor and the GLP-1 receptor. It was FDA-approved for type 2 diabetes in May 2022 and for chronic weight management in November 2023. By directly stimulating GIP receptors, it bypasses the receptor desensitization that reduces endogenous GIP effectiveness in people with T2D or obesity.
Does a high fasting GIP mean I have diabetes?
Not necessarily. Elevated fasting GIP is a metabolic signal, not a diagnostic criterion for diabetes. It can reflect prediabetes, obesity, DPP-4 inhibitor use, or simply a short or inadequate overnight fast. Diabetes is diagnosed by fasting glucose, HbA1c, or a 2-hour OGTT value per ADA criteria, not by GIP alone.
How should blood be collected for a GIP test?
Blood should be drawn into a chilled EDTA tube after a minimum 10-hour overnight fast. The tube must go immediately into an ice bath and be centrifuged within 30 minutes of collection. GIP degrades roughly 20% per hour in whole blood at room temperature, so delays significantly falsely lower the result.
What conditions lower GIP levels?
GIP is reduced by celiac disease and other causes of proximal intestinal villous atrophy, Roux-en-Y gastric bypass, prolonged very low calorie diets under 500 kcal per day, and somatostatin-secreting tumors. Bariatric surgery causes the most clinically significant and sustained reductions by diverting nutrients away from the duodenal K-cells that produce GIP.
What conditions raise GIP levels?
Elevated fasting GIP is most commonly associated with obesity, type 2 diabetes, prediabetes, a short overnight fast contaminated by a recent high-fat meal, and use of DPP-4 inhibitors such as sitagliptin or saxagliptin. DPP-4 inhibitors can raise fasting GIP by 40 to 70% by blocking GIP degradation.
Is GIP tested routinely or only in research settings?
GIP measurement is not part of a standard metabolic panel and remains more common in research and specialized metabolic medicine contexts. However, several commercial reference labs including Quest Diagnostics and Labcorp offer fasting GIP as an add-on test. HealthRX includes GIP in its comprehensive incretin panel when evaluating patients for tirzepatide or assessing unexplained insulin resistance.
How does GIP differ from GLP-1?
Both GIP and GLP-1 are incretin hormones that amplify insulin secretion in response to a meal. GIP is secreted by K-cells in the duodenum and proximal jejunum and also stimulates glucagon and promotes fat storage. GLP-1 is secreted by L-cells in the distal ileum and colon and suppresses glucagon, slows gastric emptying, and reduces appetite. In type 2 diabetes, GIP's insulinotropic effect is blunted, while GLP-1's effect is partially preserved.
Can GIP be used to guide drug selection between tirzepatide and semaglutide?
Formally, no validated protocol exists for GIP-guided drug selection as of 2025. In practice, some metabolic medicine specialists use a high baseline fasting GIP with a blunted postprandial insulin response as a reason to prefer tirzepatide over a pure GLP-1 agonist, reasoning that direct GIP receptor agonism may bypass the receptor resistance. This is a clinical hypothesis pending prospective trial validation.
What is GIP(3-42) and why does it matter for lab interpretation?
GIP(3-42) is the biologically inactive fragment produced when DPP-4 cleaves intact GIP(1-42). Total GIP assays measure both the active and inactive forms, producing values 30 to 40% higher than assays that measure only intact GIP(1-42). If your lab report does not specify which fraction was measured, the result cannot be reliably compared to published reference ranges that specify intact GIP.

References

  1. Jastreboff AM, Aronne LJ, Ahmad NN, et al. Tirzepatide once weekly for the treatment of obesity. N Engl J Med. 2022;387(3):205-216. https://www.nejm.org/doi/10.1056/NEJMoa2206038
  2. Deacon CF, Nauck MA, Meier J, et al. Degradation of endogenous and exogenous gastric inhibitory polypeptide in healthy and in type 2 diabetic subjects as revealed using a new assay for the intact peptide. J Clin Endocrinol Metab. 2000;85(10):3575-3581. https://pubmed.ncbi.nlm.nih.gov/11061499/
  3. Nauck MA, Heimesaat MM, Orskov C, Holst JJ, Ebert R, Creutzfeldt W. Preserved incretin activity of glucagon-like peptide 1 [7-36 amide] but not of synthetic human gastric inhibitory polypeptide in patients with type-2 diabetes mellitus. J Clin Invest. 1993;91(1):301-307. https://pubmed.ncbi.nlm.nih.gov/8423228/
  4. Elrick H, Stimmler L, Hlad CJ Jr, Arai Y. Plasma insulin response to oral and intravenous glucose administration. J Clin Endocrinol Metab. 1964;24:1076-1082. https://pubmed.ncbi.nlm.nih.gov/14228531/
  5. Service FJ, Rizza RA, Zimmerman BR, Dyck PJ, O'Brien PC, Melton LJ 3rd. The effect of aging on insulin secretion. Diabetes. 1987;36(12):1361-1368. https://pubmed.ncbi.nlm.nih.gov/3315788/
  6. Lyssenko V, Almgren P, Anevski D, et al. Predictors of and longitudinal changes in insulin sensitivity and secretion preceding onset of type 2 diabetes. Diabetes. 2005;54(1):166-174. https://pubmed.ncbi.nlm.nih.gov/15616026/
  7. Nauck MA, Meier JJ. Incretin hormones: their role in health and disease. Diabetes Obes Metab. 2018;20(Suppl 1):5-21. https://pubmed.ncbi.nlm.nih.gov/29364588/
  8. Ahren B, Holst JJ. The cephalic insulin response to meal ingestion in humans is dependent on both cholinergic and noncholinergic mechanisms and is important for postprandial glycemia. Diabetes. 2001;50(5):1030-1038. https://pubmed.ncbi.nlm.nih.gov/11334407/
  9. Ryberg M, Sandberg S, Mellberg C, et al. A Palaeolithic-type diet causes strong tissue-specific effects on ectopic fat deposition in obese postmenopausal women. J Intern Med. 2013;274(1):67-76. https://pubmed.ncbi.nlm.nih.gov/23414424/
  10. Garvey WT, Mechanick JI, Brett EM, et al. American Association of Clinical Endocrinologists and American College of Endocrinology Comprehensive Clinical Practice Guidelines for Medical Care of Patients with Obesity. Endocr Pract. 2016;22(Suppl 3):1-203. https://pubmed.ncbi.nlm.nih.gov/27219496/
  11. U.S. Food and Drug Administration. FDA approves new medication for chronic weight management. FDA News Release. November 8, 2023. https://www.fda.gov/news-events/press-announcements/fda-approves-new-medication-chronic-weight-management
  12. Frías JP, Davies MJ, Rosenstock J, et al. Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes. N Engl J Med. 2021;385(6):503-515. https://www.nejm.org/doi/10.1056/NEJMoa2107519
  13. Yip RGC, Wolfe MM. GIP biology and fat metabolism. Life Sci. 2000;66(2):91-103. https://pubmed.ncbi.nlm.nih.gov/10666002/
  14. Herman GA, Bergman A, Stevens C, et al. Effect of single oral doses of sitagliptin, a dipeptidyl peptidase-4 inhibitor, on blood glucose, insulin, and glucagon following an oral glucose tolerance and a high-fat meal test in healthy male subjects. J Clin Endocrinol Metab. 2006;91(11):4612-4619. https://pubmed.ncbi.nlm.nih.gov/16954163/
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