Abstract
Background
The utility of serum biomarkers related to inflammation and adiposity as predictors of metabolic disease prevalence and outcomes after bariatric surgery are not well-defined.
Methods
Associations between pre- and post-operative serum levels of four biomarkers (C-reactive protein (CRP), cystatin C (CC), leptin, and ghrelin) with baseline measures of adiposity and metabolic disease prevalence (asthma, diabetes, sleep apnea), and weight loss and metabolic disease remission after bariatric surgery were studied in the Longitudinal Assessment of Bariatric Surgery (LABS) cohort.
Results
Baseline CRP levels were positively associated with the odds of asthma but not diabetes or sleep apnea; baseline CC levels were positively associated with asthma, diabetes, and sleep apnea; baseline leptin levels were positively associated with asthma and negatively associated with diabetes and sleep apnea; baseline ghrelin levels were negatively associated with diabetes and sleep apnea. Increased weight loss was associated with increased baseline levels of leptin and CRP and decreased baseline levels of CC. Remission of diabetes and asthma was not associated with baseline levels of any biomarker. A higher likelihood of asthma remission was associated with a greater decrease in leptin levels, and a higher likelihood of diabetes remission was predicted by a lesser decrease in CC. Bariatric surgery was associated with decreased post-operative CC, CRP, and leptin levels, and increased post-operative ghrelin levels.
Conclusion
This is the largest study to date of serum biomarkers of inflammation and adiposity in a bariatric surgery cohort. Biomarker levels correlate with metabolic disease prevalence prior to bariatric surgery, and with weight loss but not metabolic disease remission after surgery. Bariatric surgery regulates serum biomarker levels in a manner consistent with anti-inflammatory and compensatory orexigenic effects. These data contribute to our understanding of the mechanisms underlying the biologic effects of bariatric surgery.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Ridker PM, Hennekens CH, Buring JE, Rifai N. C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. N Engl J Med. 2000;342:836–43.
Zethelius B, Berglund L, Sundström J, Ingelsson E, Basu S, Larsson A, et al. Use of multiple biomarkers to improve the prediction of death from cardiovascular causes. N Engl J Med. 2008;358:2107–16.
Evangelopoulos AA, Vallianou NG, Bountziouka V, Katsagoni C, Bathrellou E, Vogiatzakis ED, et al. Association between serum cystatin C, monocytes and other inflammatory markers. Intern Med J. 2012;42:517–22.
Okura T, Jotoku M, Irita J, Enomoto D, Nagao T, Desilva VR, et al. Association between cystatin C and inflammation in patients with essential hypertension. Clin Exp Nephrol. 2010;14:584–8.
Chowen JA, Argente J. Ghrelin: a link between energy homoeostasis and the immune system. Endocrinology. 2017;158:2077–81.
Courcoulas AP, Christian NJ, Belle SH, Berk PD, Flum DR, Garcia L, et al. Weight change and health outcomes at 3 years after bariatric surgery among individuals with severe obesity. JAMA. 2013;310:2416–25.
Widen EM, Strain G, King WC, Yu W, Lin S, Goodpaster B, et al. Validity of bioelectrical impedance analysis for measuring changes in body water and percent fat after bariatric surgery. Obes Surg. 2014;24:847–54.
Senaratna CV, Perret JL, Matheson MC, Lodge CJ, Lowe AJ, Cassim R, et al. Validity of the Berlin questionnaire in detecting obstructive sleep apnea: a systematic review and meta-analysis. Sleep Med Rev. 2017;Pii:S1087–0792:30145–9.
Nagendran M, Carlin AM, Bacal D, Genaw JA, Hawasli AA, Birkmeyer NJ, et al. Self-reported remission of obstructive sleep apnea following bariatric surgery: cohort study. Surg Obes Rel Dis. 2015;11:697–703.
Rauscher H, Formanek D, Popp W, Zwick J. Self-reported vs. measured compliance with nasal CPAP for obstructive sleep apnea. Chest. 1993;103:1675–80.
Rose R, Weiss KBN. An overview of outcomes measurement in asthma care. Immunol Allergy Clin. 1996;16:841–58.
LABS Writing Group for the LABS Consortium, Belle SH, Chapman W, Courcoulas AP, Flum DR, Gagner M, et al. Relationship of body mass index with demographic and clinical characteristics in the Longitudinal Assessment of Bariatric Surgery (LABS). Surg Obes Relat Dis. 2008;4:474–80.
Courcoulas AP, Christian NJ, O’Rourke RW, Dakin G, Dellinger EP, Flum DR, Kalarchian M, Mitchell JE, Patterson E, Pomp A, Pories WJ, Spaniolas K, Steffen K, Wolfe BM, Belle SH. Preoperative factors and 3-year weight change in the Longitudinal Assessment of Bariatric Surgery (LABS) consortium. Surg Obes Relat Dis. 2015;11:1109–18.
Stępień M, Wlazeł RN, Paradowski M, Banach M, Rysz M, Misztal M, et al. Serum concentrations of adiponectin, leptin, resistin, ghrelin and insulin and their association with obesity indices in obese normo- and hypertensive patients - pilot study. Arch Med Sci. 2012;8:431–6.
Stępień M, Rosniak-Bak K, Paradowski M, Misztal M, Kujawski K, Banach M, et al. Waist circumference, ghrelin and selected adipose tissue-derived adipokines as predictors of insulin resistance in obese patients: preliminary results. Med Sci Monit. 2011;17:PR13–18.
Samaras K, Botelho NK, Chisholm DJ, Lord RV. Subcutaneous and visceral adipose tissue gene expression of serum adipokines that predict type 2 diabetes. Obesity. 2010;18:884–9.
Zha JM, Di WJ, Zhu T, Xie Y, Yu J, Liu J, et al. Comparison of gene transcription between subcutaneous and visceral adipose tissue in Chinese adults. Endocr J. 2009;56:935–44.
Ebrahimi M, Heidari-Bakavoli AR, Shoeibi S, Mirhafez SR, Moohebati M, Esmaily H, et al. Association of serum hs-CRP levels with the presence of obesity, diabetes mellitus, and other cardiovascular risk factors. J Clin Lab Anal. 2016;30:672–6.
Mora S, Lee IM, Buring JE, Ridker PM. Association of physical activity and body mass index with novel and traditional cardiovascular biomarkers in women. JAMA. 2006;295:1412–9.
Visser M, Bouter LM, McQuillan GM, Wener MH, Harris TB. Elevated C-reactive protein levels in overweight and obese adults. JAMA. 1999;282:2131–5.
Muntner P, Winston J, Uribarri J, Mann D, Fox CS. Overweight, obesity, and elevated serum cystatin C levels in adults in the United States. Am J Med. 2008;121:341–8. https://doi.org/10.1016/j.amjmed.2008.01.003
Rambhojan C, Bouaziz-Amar E, Larifla L, Deloumeaux J, Clepier J, Plumasseau J, et al. Ghrelin, adipokines, metabolic factors in relation with weight status in school-children and results of a 1-year lifestyle intervention program. Nutr Metab. 2015;12:43.
Terra X, Auguet T, Guiu-Jurado E, Berlanga A, Orellana-Gavaldà JM, Hernández M, et al. Long-term changes in leptin, chemerin and ghrelin levels following different bariatric surgery procedures: Roux-en-Y gastric bypass and sleeve gastrectomy. Obes Surg. 2013;23:1790–8.
Cimerman N, Brguljan PM, Krasovec M, Suskovic S, Kos J. Serum cystatin C, a potent inhibitor of cysteine proteinases, is elevated in asthmatic patients. Clin Chim Acta. 2000;300:83–95.
Liu P, Sui S, Xu D, Xing X, Liu C. Clinical analysis of the relationship between cystatin C and metabolic syndrome in the elderly. Rev Port Cardiol. 2014;33:411–6.
Reutens AT, Bonnet F, Lantieri O, Roussel R, Balkau B, Epidemiological Study on the Insulin Resistance Syndrome Study Group. The association between cystatin C and incident type 2 diabetes is related to central adiposity. Nephrol Dial Transplant. 2013;28:1820–9.
Shigemura M, Konno S, Nasuhara Y, Shimizu C, Matsuno K, Nishimura M. Impact of asthmatic control status on serum cystatin C concentrations. Clin Chem Lab Med. 2012;50:1367–71.
Zhang XB, Lin QC, Deng CS, Chen GP, Cai ZM, Chen H. Elevated serum cystatin C in severe OSA younger men without complications. Sleep Breath. 2013;17:235–41.
Nadeem R, Molnar J, Madbouly EM, Nida M, Aggarwal S, Sajid H, et al. Serum inflammatory markers in obstructive sleep apnea: a meta-analysis. J Clin Sleep Med. 2013;9:1003–12.
Wang X, Bao W, Liu J, Ouyang YY, Wang D, Rong S, et al. Inflammatory markers and risk of type 2 diabetes: a systematic review and meta-analysis. Diabetes Care. 2013;36:166–75.
Gu X, Chen Z, El Bayoumy I. Serum leptin levels in obese women with and without type 2 diabetes mellitus. Minerva Endocrinol. 2014;39:223–9.
Mohammadzadeh G, Zarghami N. Serum leptin level is reduced in non-obese subjects with type 2 diabetes. Int J Endocrinol Metab. 2013;11:3–10.
Srikanthan K, Feyh A, Visweshwar H, Shapiro JI, Sodhi K. Systematic review of metabolic syndrome biomarkers: a panel for early detection, management, and risk stratification in the West Virginian population. Int J Med Sci. 2016;13:25–38. https://doi.org/10.7150/ijms.13800. eCollection 2016.
McCarty MF. A paradox resolved: the postprandial model of insulin resistance explains why gynoid adiposity appears to be protective. Med Hypotheses. 2003;61:173–6.
Porter SA, Massaro JM, Hoffmann U, Vasan RS, O’Donnel CJ, Fox CS. Abdominal subcutaneous adipose tissue: a protective fat depot? Diabetes Care. 2009;32:1068–75.
Kadoglou NP, Sailer N, Moumtzouoglou A, Kapelouzou A, Tsanikidis H, Vitta I, et al. Visfatin (nampt) and ghrelin as novel markers of carotid atherosclerosis in patients with type 2 diabetes. Exp Clin Endocrinol Diabetes. 2010;118:75–80.
Leinonen T, Antero Kesäniemi Y, Hedberg P, Ukkola O. Serum ghrelin and prediction of metabolic parameters in over 20-year follow-up. Peptides. 2016;76:51–6.
Vartiainen J, Rajala U, Jokelainen J, Keinänen-Kiukaanniemi S, Kesäniemi YA, Ukkola O. Serum ghrelin and the prediction of the development of impaired glucose regulation and type 2 diabetes in middle-aged subjects. J Endocrinol Invest. 2010;33:496–500.
Hirsch FF, Pareja JC, Geloneze SR, Chaim E, Cazzo E, Geloneze B. Comparison of metabolic effects of surgical-induced massive weight loss in patients with long-term remission versus non-remission of type 2 diabetes. Obes Surg. 2012;22:910–7.
Malin SK, Bena J, Abood B, Pothier CE, Bhatt DL, Nissen S, et al. Attenuated improvements in adiponectin and fat loss characterize type 2 diabetes non-remission status after bariatric surgery. Diabetes Obes Metab. 2014;16:1230–8.
Auguet T, Terra X, Hernández M, Sabench F, Porras JA, Orellana-Gavaldà JM, et al. Clinical and adipocytokine changes after bariatric surgery in morbidly obese women. Obesity. 2014;22:188–94.
Rao SR. Inflammatory markers and bariatric surgery: a meta-analysis. Inflamm Res. 2012;61:789–807.
Tymitz K, Engel A, McDonough S, Hendy MP, Kerlakian G. Changes in ghrelin levels following bariatric surgery: review of the literature. Obes Surg. 2011;21:125–30.
Bueter M, Dubb SS, Gill A, Joannou L, Ahmed A, Frankel AH, et al. Renal cytokines improve early after bariatric surgery. Br J Surg. 2010;97:1838–44.
Gumbau V, Bruna M, Canelles E, Guaita M, Mulas C, Basés C, et al. A prospective study on inflammatory parameters in obese patients after sleeve gastrectomy. Obes Surg. 2014;24:903–8.
Iannelli A, Anty R, Schneck AS, Tran A, Hébuterne X, Gugenheim J. Evolution of low-grade systemic inflammation, insulin resistance, anthropometrics, resting energy expenditure and metabolic syndrome after bariatric surgery: a comparative study between gastric bypass and sleeve gastrectomy. J Visc Surg. 2013;150:269–75.
Mallipedhi A, Prior SL, Barry JD, Caplin S, Baxter JN, Stephens JW. Changes in inflammatory markers after sleeve gastrectomy in patients with impaired glucose homeostasis and type 2 diabetes. Surg Obes Relat Dis. 2014;10:1123–8.
Ahmadi N, Eshaghian S, Huizenga R, Sosnin K, Ebrahimi R, Siegel R. Effects of intense exercise and moderate caloric restriction on cardiovascular risk factors and inflammation. Am J Med. 2011;124:978–82.
Imayama I, Ulrich CM, Alfano CM, Wang C, Xiao L, Wener MH, et al. Effects of a caloric restriction weight loss diet and exercise on inflammatory biomarkers in overweight/obese postmenopausal women: a randomized controlled trial. Cancer Res. 2012;72:2314–26.
Fenske WK, Dubb S, Bueter M, Seyfried F, Patel K, Tam FW, et al. Effect of bariatric surgery-induced weight loss on renal and systemic inflammation and blood pressure: a 12-month prospective study. Surg Obes Relat Dis. 2013;9:559–68.
Liou JM, Lin JT, Lee WJ, Wang HP, Lee YC, Chiu HM, et al. The serial changes of ghrelin and leptin levels and their relations to weight loss after laparoscopic minigastric bypass surgery. Obes Surg. 2008;18:84–9.
Fu CP, Sheu WH, Lee IT, Lee WJ, Wang JS, Liang KW, et al. Weight loss reduces serum monocyte chemoattractant protein-1 concentrations in association with improvements in renal injury in obese men with metabolic syndrome. Clin Chem Lab Med. 2015;53:623–9.
Cummings DE, Weigle DS, Frayo RS, Breen PA, Ma MK, Dellinger EP, Purnell JQ. Plasma ghrelin levels after diet-induced weight loss or gastric bypass surgery. N Engl J Med. 2002;346:1623–30.
Kalinowski P, Paluszkiewicz R, Wróblewski T, Remiszewski P, Grodzicki M, Bartoszewicz Z, Krawczyk M. Ghrelin, leptin, and glycemic control after sleeve gastrectomy versus Roux-en-Y gastric bypass-results of a randomized clinical trial. Surg Obes Relat Dis. 2017;13:181–8.
Purnell JQ, Selzer F, Wahed AS, Pender J, Pories W, Pomp A, et al. Type 2 diabetes remission rates after laparoscopic gastric bypass and gastric banding: results of the longitudinal assessment of bariatric surgery study. Diabetes Care. 2016;39:1101–7.
Sledziński T, Proczko-Markuszewska M, Kaska L, Stefaniak T, Swierczyński J. Serum cystatin C in relation to fat mass loss after bariatric surgery. Pol Przegl Chir. 2012;84:202–7.
Acknowledgements
R.W.O. is funded by the National Institutes of Health grants DK097449 and DK115190. LABS-2 was funded by a cooperative agreement by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) grants U01 DK066557 (University of Pittsburgh, Data Coordinating Center); U01-DK66667 and UL1-RR024996 (Columbia-Presbyterian in collaboration with Cornell University Medical Center Clinical and Translational Research Center [CTRC]); U01-DK66568 and M01RR-00037 (University of Washington in collaboration with Cornell University Medical Center CTRC); U01-DK66471 (Neuropsychiatric Research Institute); U01-DK66526 (East Carolina University); U01-DK66585 and UL1-RR024153 (University of Pittsburgh Medical Center in collaboration with Cornell University Medical Center CTRC); and U01-DK66555 (Oregon Health and Science University). We thank David Cummings, MD for critical review of the manuscript.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Electronic supplementary material
Rights and permissions
About this article
Cite this article
O’Rourke, R.W., Johnson, G.S., Purnell, J.Q. et al. Serum biomarkers of inflammation and adiposity in the LABS cohort: associations with metabolic disease and surgical outcomes. Int J Obes 43, 285–296 (2019). https://doi.org/10.1038/s41366-018-0088-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41366-018-0088-z
This article is cited by
-
Adipose Tissue and Plasma Markers Associated with HbA1c Pre- and Post-bariatric Surgery: a Cross-sectional and Cohort Study
Obesity Surgery (2023)
-
The relationship between specialized pro-resolving lipid mediators, morbid obesity and weight loss after bariatric surgery
Scientific Reports (2020)
-
Ghrelin protects against contact dermatitis and psoriasiform skin inflammation by antagonizing TNF-α/NF-κB signaling pathways
Scientific Reports (2019)