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Gut Hypertrophy After Gastric Bypass Is Associated With Increased Glucagon-Like Peptide 2 and Intestinal Crypt Cell Proliferation
Abstract
OBJECTIVE: We aimed to determine changes in crypt cell proliferation and glucagon-like peptide-2 (GLP-2) in rodents and man after Roux-en-Y gastric bypass (RYGB). SUMMARY OF BACKGROUND DATA: Roux-en-Y gastric bypass results in sustained weight loss and reduced appetite with only mild gastrointestinal side effects. Glucagon-like peptide-2 released from intestinal l-cells after nutrient intake stimulates intestinal crypt cell proliferation and mitigates the effects of gut injury. METHODS: Wistar rats underwent either RYGB (n = 6) or sham procedure (n = 6) and plasma GLP-2, GLP-1, and gut hormone peptide YY (PYY) were measured after 23 days. Biopsies from the terminal ileum were stained using the antibody to Ki67, which detects cyclins and hence demonstrates cells in the S-phase of the cell cycle. The total number of cells, number of mitosis, and number of labeled cells per crypt were counted. Obese patients (n = 6) undergoing RYGB were evaluated following a 420 kcal meal preoperatively, and 1, 3, 6, 12, and 24 months later for responses in l-cell products such as GLP-2, GLP-1, total PYY, and PYY3-36. RESULTS: Rat GLP-2 levels after RYGB were elevated 91% above sham animals (P = 0.02). At necropsy, mitotic rate (P < 0.001) and cells positive for the antibody Ki67 (P < 0.001) were increased, indicating crypt cell proliferation. Human GLP-2 after RYGB reached a peak at 6 months of 168% (P < 0.01) above preoperative values. Area under the curve for GLP-1 (P < 0.0001), total PYY (P < 0.01), and PYY3-36 (P < 0.05) responses increased progressively over 24 months. CONCLUSIONS: RYGB leads to increased GLP-2 and mucosal crypt cell proliferation. Other gut hormones from l-cells remain elevated for at least 2 years in humans. These findings may account for the restoration of the absorptive surface area of the gut, which limits malabsorption and contributes to the long-term weight loss after RYGB.
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“A second factor may be the altered gut barrier function through either reduced bowel permeability from chronically increased secretion of GLP-2 or shifts in the intestinal microflora after surgery [130-132].”
From Bariatric surgery: remission of inflammation, cardiometabolic benefits, and common adverse effects (2020) · cites this paper as [130]
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Cites
Bariatric Surgery: A Systematic Review and Meta-analysis
Buchwald, H., Avidor, Y., Braunwald, E., Jensen, M. D., Pories, W., Fahrbach, K., & Schoelles, K. (2004) · JAMA · doi:10.1001/jama.292.14.1724 · Cited by 6,800
Lifestyle, diabetes, and cardiovascular risk factors 10 years after bariatric surgery
Sjöström, L., Lindroos, A.-K., Peltonen, M., Torgerson, J., Bouchard, C., Carlsson, B., Dahlgren, S., Larsson, B., Narbro, K., Sjöström, C. D., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa035622 · Cited by 4,457
Gut hormone PYY3-36 physiologically inhibits food intake
Batterham, R. L., Cowley, M. A., Small, C. J., Herzog, H., Cohen, M. A., Dakin, C. L., Wren, A. M., Brynes, A. E., Low, M. J., Ghatei, M. A., et al. (2002) · Nature · doi:10.1038/nature00887 · Cited by 2,351
Self-citationGlucagon-like peptide-1 7–36: a physiological incretin in man
Kreymann, B., Ghatei, M. A., Williams, G., & Bloom, S. R. (1987) · The Lancet · doi:10.1016/s0140-6736(87)91194-9 · Cited by 1,928
Self-citationInhibition of Food Intake in Obese Subjects by Peptide YY 3–36
Batterham, R. L., Cohen, M. A., Ellis, S. M., Le Roux, C. W., Withers, D. J., Frost, G. S., Ghatei, M. A., & Bloom, S. R. (2003) · New England Journal of Medicine · doi:10.1056/nejmoa030204 · Cited by 1,604
Self-citationRoux, C. W. L., Aylwin, S. J. B., Batterham, R. L., Borg, C. M., Coyle, F., Prasad, V., Shurey, S., Ghatei, M. A., Patel, A. G., & Bloom, S. R. (2006) · Annals of Surgery · doi:10.1097/01.sla.0000183349.16877.84 · Cited by 985
Self-citationGut hormones as mediators of appetite and weight loss after Roux-en-Y gastric bypass
le Roux, C. W., Welbourn, R., Werling, M., Osborne, A., Kokkinos, A., Laurenius, A., Lönroth, H., Fändriks, L., Ghatei, M. A., Bloom, S. R., et al. (2007) · Annals of Surgery · doi:10.1097/sla.0b013e3180caa3e3 · Cited by 741 · cited 1×
“Suppression of the release of gut hormones such as PYY and GLP-1 with the somatostatin analogue octreotide after RYGB reverses the enhanced satiety and increases food intake acutely.(39) Although there may be additional satiety factors that contribute to reduced food intake after RYGB, taken together, these observatio…”
BackgroundSelf-citationCritical role for peptide YY in protein-mediated satiation and body-weight regulation
Batterham, R. L., Heffron, H., Kapoor, S., Chivers, J. E., Chandarana, K., Herzog, H., le Roux, C. W., Thomas, E. L., Bell, J. D., & Withers, D. J. (2006) · Cell Metabolism · doi:10.1016/j.cmet.2006.08.001 · Cited by 653
Rubino, F., Gagner, M., Gentileschi, P., Kini, S. U., Fukuyama, S., Feng, J. J., & Diamond, E. (2004) · Annals of Surgery · doi:10.1097/01.sla.0000133117.12646.48 · Cited by 638
Role of incretin hormones in the regulation of insulin secretion in diabetic and nondiabetic humans
Holst, J. J., & Gromada, J. (2004) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00545.2003 · Cited by 611
Cited by
Sorted by citations
Items 101–174 of 174
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Abegg, K., Corteville, C., Docherty, N. G., Boza, C., Lutz, T. A., Muñoz, R., & le Roux, C. W. (2014) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00331.2014 · Cited by 16
The role of nutrient sensing in the metabolic changes after gastric bypass surgery
Steensels, S., Lannoo, M., Avau, B., Laermans, J., Vancleef, L., Farré, R., Verbeke, K., & Depoortere, I. (2016) · Journal of Endocrinology · doi:10.1530/joe-16-0541 · Cited by 15
Cazzo, E., Gestic, M. A., Utrini, M. P., Pareja, J. C., Chaim, É. A., Geloneze, B., Barreto, M. R. L., & Magro, D. O. (2016) · ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo) · doi:10.1590/0102-6720201600040010 · Cited by 15
Endocrine Function after Bariatric Surgery
Kim, K., & Sandoval, D. A. (2017) · Comprehensive physiology · doi:10.1002/cphy.c160019 · Cited by 17
Regulation of Energy Homeostasis After Gastric Bypass Surgery
Yarmush, M. L., D'Alessandro, M. R., & Saeidi, N. (2017) · Annual Review of Biomedical Engineering · doi:10.1146/annurev-bioeng-071813-105140 · Cited by 14
The Phantom Satiation Hypothesis of Bariatric Surgery
Gautron, L. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.626085 · Cited by 14
Progress in treatment of type 2 diabetes by bariatric surgery
Jin, Z.-L., & Liu, W. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i8.1187 · Cited by 14
Understanding intestinal glucose transporter expression in obese compared to non-obese subjects
Deal, R. A., Tang, Y., Fletcher, R., Torquati, A., & Omotosho, P. A. (2017) · Surgical Endoscopy · doi:10.1007/s00464-017-5858-5 · Cited by 14
Jurowich, C. F., Otto, C., Rikkala, P. R., Wagner, N., Vrhovac, I., Sabolić, I., Germer, C., & Koepsell, H. (2015) · Journal of Diabetes Research · doi:10.1155/2015/490365 · Cited by 14
de Brito, C. M., de Melo, M. E., Mancini, M. C., Santo, M. A., & Cercato, C. (2020) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2020.12.007 · Cited by 12
Zac‐Varghese, S., Trapp, S., Richards, P., Sayers, S. R., Sun, G., Bloom, S. R., Reimann, F. M., Gribble, F. M., & Rutter, G. A. (2014) · Disease Models & Mechanisms · doi:10.1242/dmm.014720 · Cited by 11
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Takayama, H., Ohta, M., Tada, K., Watanabe, K., Kawasaki, T., Endo, Y., Iwashita, Y., & Inomata, M. (2019) · Surgery Today · doi:10.1007/s00595-019-1772-x · Cited by 11
Metabolic benefits of gastric bypass surgery in the mouse: The role of fecal losses
Barataud, A., Vily‐Petit, J., Goncalves, D., Zitoun, C., Duchampt, A., Philippe, E., Gautier‐Stein, A., & Mithieux, G. (2019) · Molecular Metabolism · doi:10.1016/j.molmet.2019.11.006 · Cited by 12
Iwaniak, P., Tomaszewska, E., Muszyński, S., Marszałek‐Grabska, M., Pierzynowski, S. G., & Dobrowolski, P. (2022) · Nutrients · doi:10.3390/nu14102062 · Cited by 11
Werling, M., Fändriks, L., Olbers, T., Mala, T., Kristinsson, J. A., Stenlöf, K., Wallenius, V., Docherty, N. G., & le Roux, C. W. (2018) · PLoS ONE · doi:10.1371/journal.pone.0194538 · Cited by 11
Du, J., Hu, C., Bai, J., Peng, M., Wang, Q., Zhao, N., Wang, Y., Wang, G., Tao, K., Wang, G., et al. (2018) · Obesity Surgery · doi:10.1007/s11695-018-3351-4 · Cited by 10
Li, K., Shi, W., Zhao, F., Yang, C., Dai, Q., Wang, B., & Li, Y. (2019) · Obesity Surgery · doi:10.1007/s11695-019-03851-2 · Cited by 9
Post-Bariatric Hypoglycemia: an Impaired Metabolic Response to a Meal
Aydin, Ö., Meijnikman, A. S., de Jonge, P. A., van Stralen, K. J., Börger, H., Okur, K., Iqbal, Z., Warmbrunn, M. V., Acherman, Y. I. Z., Bruin, S. C., et al. (2024) · Obesity Surgery · doi:10.1007/s11695-024-07309-y · Cited by 12
Ribeiro‐Parenti, L., Cavin, J., & Gall, M. L. (2017) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2017.08.002 · Cited by 9
Glucagon Like Peptide 2 (GLP-2)
Dimitriadis, G. K., & Miras, A. D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-801238-3.95879-3 · Cited by 9
Hörchner, R., & Schweitzer, D. H. (2013) · ISRN Obesity · doi:10.1155/2013/943423 · Cited by 8
Yang, J., Lee, H., Alzahrani, F., Choi, S. J., Lee, W. K., Kong, S., Park, D. J., & Yang, H. (2020) · Journal of the Korean Gastric Cancer Association · doi:10.5230/jgc.2020.20.e24 · Cited by 7
Intestinal glucose excretion: A potential mechanism for glycemic control
Ke, Z., Lu, Z., Li, Q., & Tong, W. (2023) · Metabolism · doi:10.1016/j.metabol.2023.155743 · Cited by 8
Docherty, N. G., & le Roux, C. W. (2016) · Current Opinion in Gastroenterology · doi:10.1097/mog.0000000000000241 · Cited by 7
RYGB increases the satiating effect of intrajejunal lipid infusions in female rats
Bächler, T., Geary, N., Bueter, M., Leeners, B., Rehfeld, J. F., Lutz, T. A., & Asarian, L. (2018) · Appetite · doi:10.1016/j.appet.2018.08.020 · Cited by 7
Self-citationPérez-Arana, G.-M., Díaz-Gómez, A., Camacho-Ramírez, A., Ribelles-García, A., Gomar, D. A., Romero, M. Á. G., & Oliveira, J. A. P. (2022) · Obesity Surgery · doi:10.1007/s11695-022-06328-x · Cited by 6
Cairns, C. A., Xiao, L., & Wang, J. (2024) · Journal of Investigative Surgery · doi:10.1080/08941939.2024.2308809 · Cited by 6
Akkuş, G., & Tetıker, T. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i8.1312 · Cited by 6
Pereira, S., Saboya, C. J., & Ramalho, A. (2020) · Obesity Surgery · doi:10.1007/s11695-019-04342-0 · Cited by 5
Circadian hormone secretion of enteroendocrine cells: implication on pregnancy status
Homeida, A. M., Homeida, M. A., & Al-Suhaimi, E. A. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1106382 · Cited by 5
Sridhar, A., Khan, D., Elliott, J. A., Naughton, V. R., Flatt, P. R., Irwin, N., & Moffett, R. C. (2023) · PLoS ONE · doi:10.1371/journal.pone.0286062 · Cited by 5
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Pérez-Arana, G.-M., Díaz-Gómez, A., Reyes, J. B.-D. L., Romero, M. Á. G., Ribelles-García, A., Visiedo, F., González‐Domínguez, Á., Gomar, D. A., & Oliveira, J. A. P. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1236103 · Cited by 5
Galsgaard, K. D., Modvig, I. M., & Holst, J. J. (2025) · Biochemical Society Transactions · doi:10.1042/bst20241062 · Cited by 4
Murphy, C. F., Elliott, J. A., Docherty, N. G., Mohamed, A. A., Vincent, R. P., Ravi, N., Reynolds, J. V., & le Roux, C. W. (2020) · Diseases of the Esophagus · doi:10.1093/dote/doaa098 · Cited by 4
Self-citationGut Factors Mediating the Physiological Impact of Bariatric Surgery
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Bueter, M., le Roux, C. W., & Bächler, T. (2016) · Clinical and Experimental Gastroenterology · doi:10.2147/ceg.s87205 · Cited by 4
Self-citationBeale, E., Lee, W., Lee, A., Lee, C., Soffer, E., Crookes, P. F., Eagilen, K., Chen, R., Mack, W. J., & Tong, H. (2020) · Nutrition and Diabetes · doi:10.1038/s41387-020-0125-6 · Cited by 4
How long should we make the biliopancreatic limb during Roux-en-Y gastric bypass?
Elliott, J. A., le Roux, C. W., & Ph.D., F. R. C. P. (2015) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2015.04.020 · Cited by 4
Wen, X., Palma‐Gudiel, H., Miao, G., Chen, M., Huo, Z., Peng, H. Y., Anton, S. D., Hu, G., Brock, R., Brantley, P. J., et al. (2023) · Clinical Epigenetics · doi:10.1186/s13148-023-01522-9 · Cited by 3
Gut Hormones Fulfill Their Destiny: From Basic Physiology to the Clinic
Brubaker, P. L. (2013) · Annual Review of Physiology · doi:10.1146/annurev-physiol-073013-094026 · Cited by 3
Blonde, G. D., Mathes, C. M., Inui, T., Hamel, E. A., Price, R. K., Livingstone, M. B. E., le Roux, C. W., & Spector, A. C. (2022) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.00285.2021 · Cited by 3
Dib, V. R. M., Madalosso, C. A. S., Scortegagna, G. T., & Ribeiro, R. J. D. S. (2022) · MethodsX · doi:10.1016/j.mex.2022.101971 · Cited by 3
Cho, Y. H., & Lee, S. Y. (2013) · The Korean Journal of Obesity · doi:10.7570/kjo.2013.22.4.197 · Cited by 2
Blackstone, R. P. (2016) · Springer eBooks · doi:10.1007/978-3-319-39409-1_11 · Cited by 2
Sandoval, D. A. (2015) · Gastroenterology · doi:10.1053/j.gastro.2015.12.021 · Cited by 2
Martínez-Moreno, J. M., Reyes-Ortiz, A., Lage-Sánchez, J. M., Sánchez-Gallegos, P., & García-Caballero, M. (2017) · Obesity Surgery · doi:10.1007/s11695-017-2754-y · Cited by 3
Igwe, J., Surapaneni, P. K., Cruz, E. R., Cole, C., Njoku, K. K., Kim, J., Alaribe, U., Weze, K. O., & Mohammed, B. H. (2023) · Obesity Surgery · doi:10.1007/s11695-023-06833-7 · Cited by 2
Almukainzi, M. (2015) · ERA: Education and Research Archive (University of Alberta) · doi:10.7939/r3qr4p28h · Cited by 2
Sun, S., Wang, A., Kou, R., Xue, H., Zhao, X., Yang, B., Shi, M., Wang, Y., Yan, Q., Qu, M., et al. (2022) · Journal of Diabetes Research · doi:10.1155/2024/5544296 · Cited by 1
Effect of Bariatric Surgery on Incretin Function
Laferrère, B. (2015) · Springer eBooks · doi:10.1007/978-1-4939-3220-7_9 · Cited by 1
Gastric Bypass: Mechanisms of Functioning
le Roux, C. W., & Sinclair, P. (2020) · Springer eBooks · doi:10.1007/978-3-030-28803-7_2 · Cited by 1
Pannu, P. R., Chukwudi, C. C., Wang, J., Yang, P., Esfahani, F. N., & Saeidi, N. (2022) · Obesity Science & Practice · doi:10.1002/osp4.647
Effect of different surgical weight-loss interventions and ethnicity on GLP-1 secretion
Al-Rasheid, N. (2018) · UCL Discovery (University College London) · Cited by 1
Gut-brain Axis Regulation of Food Intake and Visceral Illness
Patel, A. R. (2021) · Deep Blue (University of Michigan) · doi:10.7302/1469 · Cited by 1
Self-citation[Glucagon-like peptide-2: its physiological effect on gut].
Sato, S., & Miura, S. (2011) · PubMed
Changes in gastrointestinal hormones, leptin, and satiety after gastric bypass surgery
Beckman, L. M. (2012) · University of Minnesota Digital Conservancy (University of Minnesota)
Underlying Physiological Mechanisms of Bariatric Surgery
Vetter, D., & Bueter, M. (2015) · Springer eBooks · doi:10.1007/978-3-319-19821-7_23
Self-citationNovel Enteroendocrine Cell Receptors Regulating Incretin Secretion and Glucose Homeostasis
Flock, G. B. (2012) · TSpace (University of Toronto)
Intestinal Hypertrophy and Increased Glucose Transporter Expression after Gastric Bypass
Mielewczyk, T. C. (2016) · Brandeis Institutional Repository
Rodríguez, M. V., & Frechtel, G. D. (2016) · Revista de la Sociedad Argentina de Diabetes · doi:10.47196/diab.v50i3.44
(2011) · Current Opinion in Endocrinology Diabetes and Obesity · doi:10.1097/med.0b013e3283432fa7
Wen, X., Palma‐Gudiel, H., Miao, G., Chen, M., Huo, Z., Peng, H., Anton, S., Hu, G., Brock, R., Brantley, P. J., et al. (2023) · Figshare · doi:10.6084/m9.figshare.23614134
Wen, X., Palma‐Gudiel, H., Miao, G., Chen, M., Huo, Z., Peng, H., Anton, S., Hu, G., Brock, R., Brantley, P. J., et al. (2023) · Figshare · doi:10.6084/m9.figshare.23614137
Cooiman, M. I., Aarts, E. O., Berends, F. J., & van Haelst, M. M. (2025) · Springer eBooks · doi:10.1007/978-3-032-04095-4_16
Glucagon Like Peptide 2 (GLP-2)
Dimitriadis, G. K., & Miras, A. D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-443-13825-6.00400-3
Restaurer la fonction bêta pancréatique de la souris leptine déficiente par la chirurgie bariatrique
Amouyal, C. (2019) · theses.fr (ABES) · doi:10.70675/57e90c8dz951az4b06z95cdzc78f34db6015
Plasticité des muqueuses gastrique et instestinale après chirurgie bariatrique
Ribeiro‐Parenti, L. (2018) · theses.fr (ABES) · doi:10.70675/ebd178d7z525fz46c6z9ca5z6babd16dee1b
Benhaddou, S. (2024) · theses.fr (ABES) · doi:10.70675/7695aa50zef8bz45f0z95c9z3fe6bb604d4d
Verbo, I., Bez, M. A., Giorgio, D. D., & Verbo, A. (2026) · BMC Surgery · doi:10.1186/s12893-026-03671-z
Metadata
- Authors
- le Roux, C. W., Borg, C., Wallis, K., Vincent, R. P., Bueter, M., Goodlad, R., Ghatei, M. A., Patel, A., Bloom, S. R., & Aylwin, S. J. B.
- Affiliations
- King's College Hospital (GB)
- Imperial College London (GB)
- Institute of Cancer Research (GB)
- King's College London (GB)
- Corresponding author
- Wallis, Katharina
- Vincent, Royce P.
- Bueter, Marco
- Ghatei, Mohammed A.
- Bloom, Stephen R.
- ORCID
- Venue
- Annals of Surgery
- Published
- 2010-07
- Volume
- 252
- Issue
- 1
- Pages
- 50-56
- ISSN
- 0003-4932 (ISSN-L)
- OpenAlex
- W1972517166
- Cited by
- 176
- References
- 42
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 4 · 2023: 9 · 2022: 10 · 2021: 8 · 2020: 10 · 2019: 12 · 2018: 16 · 2017: 12 · 2016: 24 · 2015: 20 · 2014: 9 · 2013: 17 · 2012: 9
- FWCI
- 12.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annals of Surgery (publishedVersion)
- PubMed (publishedVersion)
- Research Portal (King's College London) (submittedVersion)
- Funders
- Wellcome Trust
- National Institute for Health and Care Research (NF-SI-0507-10337)
- Biotechnology and Biological Sciences Research Council (BB/E52708X/1)
- Topics
- Health Sciences › Medicine › Surgery › Bariatric Surgery and Outcomes
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
- Health Sciences › Medicine › Gastroenterology › Gastrointestinal motility and disorders
- Keywords
- Roux-en-Y gastric bypass, gastric bypass, glucagon-like peptide-2, glucagon-like peptide-1, peptide YY, PYY3-36, intestinal L cells, gastrointestinal hormones, Ki-67, terminal ileum, malabsorption, weight loss, bariatric surgery, rat model
- MeSH terms
- Adult, Animals, Female, Humans, Ileum, Intestinal Mucosa, Male, Middle Aged, Mitosis, Gastric Bypass, Rats, Wistar, Rats, Glucagon-Like Peptide 1, Glucagon-Like Peptide 2
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