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Circulating pancreatic polypeptide concentrations predict visceral and liver fat content Amir H. Sam 1 , Michelle L. Sleeth 2 , E. Louise Thomas 3 , Nurhafzan A. Ismail 2 , Norlida Mat Daud 2,4 , Edward Chambers 2 , Fariba Shojaee-Moradie 5 , A. Margot Umpleby 5 , Anthony P Goldstone 6 , Carel W Le Roux 1, 7 , Paul Bech 1 , Mark Busbridge 8 , Rosemary Laurie 1 , Daniel J. Cuthbertson 9 , Adam Buckley 1 , Mohammad A. Ghatei 1 , Stephen R. Bloom 1 , Gary S. Frost 2 , Jimmy D Bell 3 and Kevin G. Murphy 1 1 Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, UK 2 Nutrition and Dietetic Research Group, Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, UK 3 Department of Life Sciences, Faculty of Science and Technology, University of Westminster, London, UK 4 School of Chemical Sciences & Food Technology, Faculty of Science & Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia 5 Diabetes and Metabolic Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK 6 Computational, Cognitive and Clinical Neuroimaging Laboratory, Division of Brain Sciences, Imperial College London, UK 7 Diabetes Complications Research Centre, Conway Institute, University College Dublin, Ireland 8 Department of Clinical Biochemistry, Imperial College Healthcare NHS Trust, London, UK 9 Department of Obesity and Endocrinology, Institute of Ageing and Chronic Disease, University of Liverpool, UK Abbreviated Title: Pancreatic polypeptide, visceral and liver fat Keywords: Pancreatic Polypeptide, Visceral Fat, Liver Fat Word Count: 1799 Number of tables: 2 Corresponding author: Dr Kevin G. Murphy, Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, 6 th floor Commonwealth Building, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK. Email: [email protected] 1

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Page 1: Web viewCirculating pancreatic polypeptide concentrations predict visceral and liver fat content. Amir H. Sam1, Michelle L. Sleeth2, E. Louise Thomas3, Nurhafzan A

Circulating pancreatic polypeptide concentrations predict visceral and liver fat content

Amir H. Sam1, Michelle L. Sleeth2, E. Louise Thomas3, Nurhafzan A. Ismail2, Norlida Mat Daud2,4, Edward Chambers2, Fariba Shojaee-Moradie5, A. Margot Umpleby 5, Anthony P Goldstone6, Carel W Le Roux1, 7, Paul Bech1, Mark Busbridge8, Rosemary Laurie1, Daniel J. Cuthbertson9, Adam Buckley1, Mohammad A. Ghatei1, Stephen R. Bloom1, Gary S. Frost2, Jimmy D Bell3 and Kevin G. Murphy1

1Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, UK2Nutrition and Dietetic Research Group, Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, UK3Department of Life Sciences, Faculty of Science and Technology, University of Westminster, London, UK4School of Chemical Sciences & Food Technology, Faculty of Science & Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia5Diabetes and Metabolic Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK6Computational, Cognitive and Clinical Neuroimaging Laboratory, Division of Brain Sciences, Imperial College London, UK7Diabetes Complications Research Centre, Conway Institute, University College Dublin, Ireland8Department of Clinical Biochemistry, Imperial College Healthcare NHS Trust, London, UK9Department of Obesity and Endocrinology, Institute of Ageing and Chronic Disease, University of Liverpool, UK

Abbreviated Title: Pancreatic polypeptide, visceral and liver fatKeywords: Pancreatic Polypeptide, Visceral Fat, Liver FatWord Count: 1799Number of tables: 2

Corresponding author: Dr Kevin G. Murphy, Section of Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, 6th

floor Commonwealth Building, Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK. Email: [email protected]

Contributorship: AHS and KGM wrote the manuscript. AHS, KGM, JDB and GSF contributed to study concept and design. All authors contributed to the acquisition, analysis and interpretation of data, editing of the manuscript and obtaining funding.

Funding: The Section of Investigative Medicine is funded by grants from the MRC, BBSRC, NIHR, an Integrative Mammalian Biology (IMB) Capacity Building Award, an FP7- HEALTH-2009-241592 EuroCHIP grant and is supported by the NIHR Imperial Biomedical Research Centre Funding Scheme. AHS was funded by a Wellcome Trust Research Training Fellowship (084380/Z/07/Z). JDB, ELT and APG were funded by the MRC. AMU, FSM and DJC were funded by the EASD.

Disclosure statement: The authors have nothing to disclose.

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ABSTRACT

Context and objective: No current biomarker can reliably predict visceral and liver

fat content, both of which are risk factors for cardiovascular disease. Vagal tone has

been suggested to influence regional fat deposition. Pancreatic polypeptide (PP) is

secreted from the endocrine pancreas under vagal control. We investigated the utility

of PP in predicting visceral and liver fat.

Patients and Methods: Fasting plasma PP concentrations were measured in 104

overweight and obese subjects (46 men and 58 women). In the same subjects, total

and regional adipose tissue, including total visceral adipose tissue (VAT) and total

subcutaneous adipose tissue (TSAT), were measured using whole body magnetic

resonance imaging (MRI). Intrahepatocellular lipid content (IHCL) was quantified by

proton magnetic resonance spectroscopy (1H-MRS).

Results: Fasting plasma PP concentrations positively and significantly correlated

with both VAT (r=0.57, p<0.001) and IHCL (r=0.51, p <0.001), but not with TSAT

(r=0.02, p=0.88). Fasting PP concentrations independently predicted VAT after

controlling for age and gender. Fasting PP concentrations independently predicted

IHCL after controlling for age, gender, BMI, WHR, HOMA2-IR and serum

concentrations of triglyceride (TG), total cholesterol (TC) and alanine

aminotransferase (ALT). Fasting PP concentrations were associated with serum ALT,

TG, TC, LDL and HDL cholesterol and blood pressure (p<0.05). These associations

were mediated by IHCL and/or VAT. Fasting PP and HOMA2-IR were independently

significantly associated with hepatic steatosis (p<0.01).

Conclusions: Pancreatic polypeptide is a novel predictor of visceral and liver fat

content, and thus a potential biomarker for cardiovascular risk stratification and

targeted treatment of patients with ectopic fat deposition.

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INTRODUCTION

It is increasingly recognized that obesity is not a homogeneous condition and that

cardiovascular risk can vary between individuals with a similar body mass index(1).

Variation in body fat distribution is an important determinant of cardiometabolic risk

among patients with obesity. The intra-abdominal visceral deposition of fat is a major

contributor to the development of insulin resistance, diabetes mellitus,

hyperlipidaemia and hypertension(2). Visceral adipose tissue (VAT) and

intrahepatocellular lipid content (IHCL) are independently and more strongly

associated with an adverse metabolic risk profile than subcutaneous adipose

tissue(3).

Regional body fat distribution and ectopic fat deposition can be identified using MRI

and 1H-MRS(4). However, such methods require significant technical and financial

resources. There is therefore a need for more easily measured biomarkers that

predict the extent of visceral and liver fat deposition, and which can thus be used to

identify individuals at higher risk of metabolic or cardiovascular disease.

Pancreatic polypeptide (PP) is a member of the PP fold peptide family, and is

secreted post-prandially from PP cells of the pancreatic islets of Langerhans. PP has

been shown to inhibit food intake, gastric emptying, pancreatic exocrine secretion

and gallbladder contraction(5). PP secretion is thought to be primarily under vagal

control(6). PP concentrations following an intravenous glucose injection have been

reported to be weakly associated with intra-abdominal fat, as measured by computed

tomography, in human subjects, though this association was not independent of age

or sex(7). However, intravenous glucose has been reported to modulate circulating

PP concentrations(8), and fasting PP concentrations may better reflect intra-

abdominal vagal tone. Furthermore, intrahepatic fat has been suggested to be a

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better marker of obesity-associated metabolic complications than visceral fat(9). We

hypothesized that variations in visceral parasympathetic activity would alter both VAT

deposition and PP release, and thus that obese individuals with increased visceral

and liver fat content could be identified by their elevated plasma PP concentrations.

METHODS

Participants

Participants took part in studies at Imperial College London and University of Surrey

that had all been approved by local Research and Ethics committees and were

performed according to the principles of the Declaration of Helsinki between

December 2007 and September 2012. Subjects were recruited through local

advertising and from the obesity clinic. Exclusion criteria included diabetes mellitus,

intercurrent/chronic medical or psychiatric illness, pregnancy, alcohol or substance

abuse. Written informed consent was obtained from all subjects. Anthropometric

measurements (weight, height, waist and hip circumference) were made and body

mass index (BMI) and waist: hip ratio (WHR) calculated.

Biochemical measurements

Blood samples for PP measurement were collected, centrifuged at 4°C and plasma

separated and stored at -20°C before being assayed in duplicate using an

established in-house radioimmunoassay in the Section of Investigative Medicine,

Imperial College London(10) (further details in the Supplementary data). To establish

the potential variability of PP measurement in samples collected using different

methods, we investigated the effect of the type of tube used for sample collection,

time between blood collection and plasma/serum separation and freeze-thaw cycles

on plasma PP measurements. The type of tube used to collect blood samples

(lithium heparin, lithium heparin tubes containing aprotinin (Trasylol),

ethylenediaminetetraacetic acid (EDTA), plain and Serum Separation tubes), the time

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between blood collection and plasma and serum separation (up to 4 and 5 hours

respectively) and freeze-thaw cycle number (up to 4) had no significant effect on

measured plasma PP concentrations (Supplementary Table 2 and Supplementary

Figure 1).

Plasma insulin, glucose, cholesterol, triglycerides and alanine aminotransferase

(ALT) concentrations were analyzed using an Abbott Architect ci8200 analyzer

(Abbott Diagnostics, Maidenhead, UK) and Advia 1800 Chemistry System (Siemens

Healthcare Diagnostics, Frimley UK). Serum insulin was measured using an Abbott

Architect ci8200 analyzer (Abbott Diagnostics, Maidenhead, UK) and a

radioimmunoassay kit (Millipore Corporation, Billerica, MA). Fasting insulin and

glucose were used to calculate homeostatic model assessment 2-insulin resistance

(HOMA2-IR)(11).

Magnetic resonance imaging and spectroscopy of liver fat

Rapid T1-weighted magnetic resonance (MR) images were acquired using a 1.5T

Phillips Achiva scanner (Phillips, Best, the Netherlands), as previously described(12).

Total and regional adipose tissue volumes (subcutaneous and internal, both further

separated into abdominal and non-abdominal compartments) were measured as

previously defined(4, 12). Intra-abdominal adipose tissue is referred to as visceral

adipose tissue. Intrahepatocellular lipid content (IHCL) was quantified by proton

magnetic resonance spectroscopy (1H-MRS) as previously described(13).

Statistical analysis

Analyses were performed using Prism version 5.1 software (GraphPad Software,

San Diego, CA, USA) and IBM SPSS Statistics version 22. Sample size calculation

showed that 92 subjects were required for a power of 80%, significance level (α) of

0.05, 9 independent variables and a multiple regression coefficient (R) of 0.4.

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Normally distributed data are presented as mean ± standard deviation and non-

normally distributed data as median (interquartile range). The student t-test and

Mann-Whitney test were used to test differences between normally distributed and

non-normally distributed data sets, respectively. Associations between plasma PP

and BMI, total subcutaneous adipose tissue (TSAT), VAT, IHCL and fasting insulin

concentrations were examined using Spearman’s rank correlation. Data that were not

normally distributed were log-transformed when necessary. Multiple regression

analysis was used to examine the association between fasting plasma PP and both

VAT and IHCL, while adjusting for a number of potential confounding variables.

Logistic regression was used to examine the predictive ability of PP and HOMA2-IR

in the diagnosis of hepatic steatosis. A p value less than 0.05 was considered

statistically significant.

RESULTS

46 men and 58 women were studied. Demographic, anthropometric and biochemical

characteristics, and regional fat distributions of the men and women in the study

population are described in Supplementary Table 1. Plasma PP concentrations

correlated with VAT (r=0.57, p<0.001) and IHCL (r=0.51, p <0.001). The correlation

between fasting PP and IHCL is shown in Supplementary Figure 1. There was a

weak but significant correlation between PP and BMI (r=0.24, p=0.02), but not

between PP and subcutaneous adipose tissue (r=0.02, p=0.88). There was a

significant correlation between fasting PP and insulin concentrations (r=0.34,

p<0.001) and between fasting insulin concentration and IHCL (r=0.64, p<0.001) and

VAT (r=0.55, p<0.001), as expected. The correlation between fasting PP

concentrations and VAT or IHCL remained significant after controlling for fasting

plasma insulin concentrations (p<0.001).

Pancreatic polypeptide and VAT

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The association between fasting plasma PP concentrations and VAT was further

analysed, controlling for age, gender and HOMA2-IR (Table 1A). The association

between fasting plasma PP and visceral adipose tissue remained significant when

age and gender were adjusted for in the analysis, but not after adjusting for HOMA2-

IR (p=0.07).

Pancreatic polypeptide and IHCL

Fasting plasma PP concentrations remained an independent predictor of IHCL when

age, gender, BMI, WHR, HOMA2-IR and serum concentrations of triglyceride (TG),

total cholesterol (TC) and alanine aminotransferase (ALT) were controlled for (Table

1, B). As IHCL was analysed on the log scale, the size of the effect is reported as a

ratio. Without any adjustments, a 10-pmol/L increase in PP was associated with a

28% increase in IHCL. After adjustments for all other variables, a 10-pmol/L increase

in PP was associated with a 12% increase in IHCL (Table 1, B).

Despite having the same BMI (33.0 vs 32.9, p=0.71), obese individuals with hepatic

steatosis (n=35, defined as an IHCL > 5.5%)(13, 14) had a significantly higher

median fasting plasma PP than obese individuals without hepatic steatosis (n=29,

34.84 vs 17.66 pmol/L, p=0.0002).

Pancreatic polypeptide and cardiometabolic risk factors

Fasting plasma PP concentrations correlated with serum ALT, TG, total cholesterol,

low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol,

systolic blood pressure and diastolic blood pressure when no adjustments were

made, but not after adjusting for either or both IHCL or visceral fat (Supplementary

Table 3).

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Pancreatic polypeptide and HOMA2-IR: independent predictors of hepatic

steatosis

Table 2 shows the odds ratios (and corresponding confidence intervals) quantifying

the association between each variable and the odds of hepatic steatosis. The area

under the receiver operating characteristic (ROC) curve (AUC) for each model is

reported in table 2. Both PP and HOMA2-IR were independently significantly

associated with hepatic steatosis. The area under the ROC curve (89%) was

significantly higher for the combination of PP and HOMA2-IR than for either PP or

HOMA2-IR alone.

DISCUSSION

We investigated the relationship between fasting plasma PP concentrations, and

regional fat distribution and liver fat content. Fasting plasma PP concentrations were

significantly associated with visceral, but not subcutaneous, adipose tissue. Visceral

abdominal adiposity is strongly related to cardiometabolic risk factors and the

prevalence of cardiovascular disease(15).

In our study, the correlations between fasting plasma PP concentrations and

visceral/liver fat were more significant than that between fasting plasma PP

concentrations and BMI. Obese patients with hepatic steatosis had significantly

higher fasting plasma PP concentrations. Our data suggest that PP is a marker of

visceral/liver fat rather than of BMI per se.

Fasting PP concentrations are a predictor of liver fat. Ectopic fat in the liver may be

more important than visceral fat in the determination of metabolically healthy

individuals(16). Fatty liver is an independent predictor of type 2 diabetes(17). There

is currently no single biomarker that can reliably detect liver fat, which is an

independent risk factor for cardiovascular disease(18). A liver fat score incorporating

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information about waist circumference, serum triglycerides, serum HDL cholesterol,

blood pressure, fasting plasma glucose, type 2 diabetes, fasting serum insulin and

liver transaminases has been reported to predict non-alcoholic fatty liver disease

(NAFLD) and liver fat content(19). While we did not have data for all of the

parameters required for calculation of this liver fat score from our study participants,

and hence cannot compare its utility for predicting liver fat with that of fasting plasma

PP concentration, it would be interesting to directly compare these methods in future

studies. Circulating PP measurement was not significantly influenced by a range of

different collection methods, suggesting the collection of samples suitable for PP

measurement could be performed in a routine clinical setting. Pancreatic polypeptide

concentrations were associated with a number of cardiometabolic risk factors,

including LDL cholesterol, triglycerides and blood pressure. These associations were

mediated by visceral and/or liver fat. Unsurprisingly, HOMA2-IR, a surrogate of

insulin resistance, was a predictor of hepatic steatosis. Interestingly, however, fasting

PP was an independent predictor of liver fat.

The increased PP levels associated with increased VAT and IHCL may reflect

increased abdominal parasympathetic outflow(20). It is also possible that plasma PP

levels reflect basal insulin secretion, and that insulin drives adipogenesis in specific

depots. However, the correlation between fasting PP concentrations and VAT or

IHCL remained significant after controlling for fasting plasma insulin concentrations.

In conclusion, measurement of fasting plasma PP concentrations may be useful in

the prediction of visceral and IHCL content. Further work is required to determine

whether fasting plasma PP can predict cardiovascular disease and help distinguish

metabolically benign and healthy obesity from metabolically abnormal normal weight

and obese subjects. Future studies could also investigate whether fasting PP

concentrations can predict response to bariatric surgery.

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REFERENCES

1. Britton KA, Fox CS 2011 Ectopic fat depots and cardiovascular disease. Circulation 124:e837-841

2. Kopelman PG 2000 Obesity as a medical problem. Nature 404:635-6433. Fox CS, Massaro JM, Hoffmann U, Pou KM, Maurovich-Horvat P, Liu CY,

Vasan RS, Murabito JM, Meigs JB, Cupples LA, D'Agostino RB, Sr., O'Donnell CJ 2007 Abdominal visceral and subcutaneous adipose tissue compartments: association with metabolic risk factors in the Framingham Heart Study. Circulation 116:39-48

4. Thomas EL, Parkinson JR, Frost GS, Goldstone AP, Dore CJ, McCarthy JP, Collins AL, Fitzpatrick JA, Durighel G, Taylor-Robinson SD, Bell JD 2012 The missing risk: MRI and MRS phenotyping of abdominal adiposity and ectopic fat. Obesity (Silver Spring) 20:76-87

5. Kojima S, Ueno N, Asakawa A, Sagiyama K, Naruo T, Mizuno S, Inui A 2007 A role for pancreatic polypeptide in feeding and body weight regulation. Peptides 28:459-463

6. Schwartz TW 1983 Pancreatic polypeptide: a hormone under vagal control. Gastroenterology 85:1411-1425

7. Tong J, Utzschneider KM, Carr DB, Zraika S, Udayasankar J, Gerchman F, Knopp RH, Kahn SE 2007 Plasma pancreatic polypeptide levels are associated with differences in body fat distribution in human subjects. Diabetologia 50:439-442

8. Sive AA, Vinik AI, van Tonder SV 1979 Pancreatic polypeptide (PP) responses to oral and intravenous glucose in man. Am J Gastroenterol 71:183-185

9. Fabbrini E, Magkos F, Mohammed BS, Pietka T, Abumrad NA, Patterson BW, Okunade A, Klein S 2009 Intrahepatic fat, not visceral fat, is linked with metabolic complications of obesity. Proc Natl Acad Sci U S A 106:15430-15435

10. Adrian TE, Bloom SR, Bryant MG, Polak JM, Heitz P 1976 Proceedings: Radioimmunoassay of a new gut hormone-human pancreatic polypeptide. Gut 17:393-394

11. Levy JC, Matthews DR, Hermans MP 1998 Correct homeostasis model assessment (HOMA) evaluation uses the computer program. Diabetes Care 21:2191-2192

12. Thomas EL, Saeed N, Hajnal JV, Brynes A, Goldstone AP, Frost G, Bell JD 1998 Magnetic resonance imaging of total body fat. J Appl Physiol (1985) 85:1778-1785

13. Thomas EL, Hamilton G, Patel N, O'Dwyer R, Dore CJ, Goldin RD, Bell JD, Taylor-Robinson SD 2005 Hepatic triglyceride content and its relation to body adiposity: a magnetic resonance imaging and proton magnetic resonance spectroscopy study. Gut 54:122-127

14. Browning JD, Szczepaniak LS, Dobbins R, Nuremberg P, Horton JD, Cohen JC, Grundy SM, Hobbs HH 2004 Prevalence of hepatic steatosis in an urban population in the United States: impact of ethnicity. Hepatology 40:1387-1395

15. Smith JD, Borel AL, Nazare JA, Haffner SM, Balkau B, Ross R, Massien C, Almeras N, Despres JP 2012 Visceral adipose tissue indicates the severity of cardiometabolic risk in patients with and without type 2 diabetes: results from the INSPIRE ME IAA study. J Clin Endocrinol Metab 97:1517-1525

16. Stefan N, Kantartzis K, Machann J, Schick F, Thamer C, Rittig K, Balletshofer B, Machicao F, Fritsche A, Haring HU 2008 Identification and

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characterization of metabolically benign obesity in humans. Arch Intern Med 168:1609-1616

17. Sung KC, Kim SH 2011 Interrelationship between fatty liver and insulin resistance in the development of type 2 diabetes. J Clin Endocrinol Metab 96:1093-1097

18. Hamaguchi M, Kojima T, Takeda N, Nagata C, Takeda J, Sarui H, Kawahito Y, Yoshida N, Suetsugu A, Kato T, Okuda J, Ida K, Yoshikawa T 2007 Nonalcoholic fatty liver disease is a novel predictor of cardiovascular disease. World J Gastroenterol 13:1579-1584

19. Kotronen A, Peltonen M, Hakkarainen A, Sevastianova K, Bergholm R, Johansson LM, Lundbom N, Rissanen A, Ridderstrale M, Groop L, Orho-Melander M, Yki-Jarvinen H 2009 Prediction of non-alcoholic fatty liver disease and liver fat using metabolic and genetic factors. Gastroenterology 137:865-872

20. Schwartz TW, Holst JJ, Fahrenkrug J, Jensen SL, Nielsen OV, Rehfeld JF, de Muckadell OB, Stadil F 1978 Vagal, cholinergic regulation of pancreatic polypeptide secretion. J Clin Invest 61:781-789

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Tables

A. Associations between fasting plasma pancreatic polypeptide (PP) concentrations and visceral adipose tissue (VAT)

Model Adjustments Coefficient (95% CI) p-value1 None 0.35 (0.19-0.51) < 0.0012 Age 0.19 (0.04-0.34) 0.023 Model 2 + Gender 0.16 (0.03-0.29) 0.024 Model 3 + HOMA2-IR 0.11 (-0.01-0.23) 0.07

B. Associations between fasting plasma PP concentrations and intrahepatocellular lipid (IHCL)

Model Adjustments Ratio (95% CI) p-value1 None 1.28 (1.17-1.40) <0.0012 Age, Gender 1.17 (1.08-1.27) <0.0013 Model 2 + BMI, WHR, HOMA2-IR 1.11 (1.04-1.20) 0.0044 Model 3 + TG, total cholesterol 1.10 (1.03-1.18) 0.0055 Model 4 + ALT 1.12 (1.05-1.19) 0.001

Table 1.

A. Associations between fasting plasma pancreatic polypeptide (PP) concentrations

and visceral adipose tissue (VAT), while adjusting for age, gender and homeostatic

model assessment 2-insulin resistance (HOMA2-IR). The coefficients (and

corresponding confidence intervals) indicate the change in VAT for a 10-pmol/L

increase in fasting plasma PP concentrations.

B. Associations between fasting plasma PP concentrations and intrahepatocellular

lipid (IHCL), while adjusting for age, gender, body mass index (BMI), waist: hip ratio

(WHR), homeostatic model assessment 2-insulin resistance (HOMA2-IR) and serum

concentrations of triglyceride (TG), total cholesterol and alanine aminotransferase

(ALT). As IHCL was analysed on the log scale, the effect sizes are reported in the

form of ratios. The ratios (and corresponding confidence intervals) are reported for a

10-pmol/L increase in fasting PP concentration.

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Model

Variable Odds Ratio (95%) p-value AUC (95% CI)

1 PP (*) 2.03 (1.47-2.81) <0.001 0.80 (0.71-0.88)

2 HOMA2-IR 6.74 (3.05-14.90) <0.001 0.83 (0.76-0.91)

3 PP (*) 1.93 (1.33-2.80) 0.001 0.89 (0.82-0.95)HOMA2-IR 6.99 (2.73-17.84) <0.001

Table 2. The odds ratios (and corresponding confidence intervals) quantifying the

association between fasting plasma pancreatic polypeptide (PP) and homeostatic

model assessment 2-insulin resistance (HOMA2-IR) and hepatic steatosis. The odds

ratios give the relative change in the odds of hepatic steatosis for a one-unit increase

in HOMA2-IR and 10-unit increase in fasting PP. The area under the ROC curve

(AUC) and corresponding confidence intervals for each model is shown in the last

column.

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Supplementary Methods

Pancreatic Polypeptide Assay

Assay procedure

The pancreatic polypeptide (PP) radioimmunoassay (RIA) was performed by adding

100 µl of sample to 600 µl of 0.05 M phosphate buffer with 0.3 % bovine serum

albumin (BSA) w/v containing antibody (titre 1:860,000). The assay was incubated for

3 days of at 4 oC. Bound and free radiolabelled PP were separated by charcoal

adsorption of the free fraction using 4mg of charcoal/tube suspended in 0.06M

phosphate buffer with gelatine. The samples were centrifuged at 1500 x g at 4oC for 20

minutes, bound and free label separated by aspiration, and both pellet and supernatant

counted in a gamma-counter (model NE1600, Thermo Electron Corporation). All

samples were tested in duplicate.

Antibody:

Antisera against human pancreatic polypeptide were produced in New Zealand white

rabbits following multiple site immunization with 1 mg of pure human PP coupled to

albumin in complete Freund's adjuvant, with booster injections in incomplete

Freund's adjuvant (0.5 mg PP per rabbit) (1;2).

Tracer:

Labelled 125I human PP, with a specific activity of approximately 200 ,µCi/,ug, was

prepared by a modification of the conventional Chloramine-T method (3): 10 µg of

pure human PP (Bachem, UK) was iodinated with 1 mCi of carrier free Na 125I using

20 µg chloramine-T in 0.04 ml phosphate buffer pH 7.4 for 15 seconds at room

temperature. The reaction was terminated by the addition of 48 µg sodium

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metabisulphite (1). The resulting mixture was then separated by high pressure liquid

chromatography using a Gemini 5 µm C18 110 Å 100 x 4.6 mm column. The PP

label gave an excess antibody binding of above 90% and a non-specific binding of <2

%.

Cross-reactivity:

No displacement of radiolabelled HPP from antibody was observed with 1 ng of

peptide YY, insulin, glucagon, gastrin, VIP, GIP, or motilin (1).

Standards:

The standards for the assay were prepared using pure human PP (Bachem, UK) and

lyophilised and stored at -20oC.

Quality controls:

Plasma effects with the antibody are minimal as standard curves produced using

buffer and plasma are superimposable (2). Quality controls at three different

concentrations were produced by spiking human plasma with human PP (Bachem,

UK). The minimum detection limit of the assay, as determined by calculating the

mean minus two standard deviations of 20 zero standards was 4 pmol/L. The intra-

assay coefficient of variation for low, medium and high QCs was 7 % ± 1.7 (n = 4); 8

% ± 3.2 (n = 4); 8 % ± 5.1(n = 4) respectively. The inter-assay coefficient of variation

for low, medium and high QCs ± SEM was 6 % ± 1.7 (n = 34); 8 % ± 3.2 (n = 35); 5

% ± 3.1 (n = 35) respectively.

Cross platform study:

Several PP assays (including ours) have been reported using antisera produced by

Dr Chance, Eli Lilly, Indianapolis (4-7). These assays are broadly similar, where ionic

strength and pH do not appear to be critical. Furthermore, only a single major

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immunoreactive form of PP, corresponding to the 36 amino acid peptide, has been

reported in normal human plasma (4).

We compared the performance of our PP RIA with a commercial MILLIPLEX®

Multiplex Luminex human PP assay (Merck Millipore, Billerica, MA, USA). Eighteen

plasma samples were measured in duplicate using the PP RIA, and twice in duplicate

using the Multiplex PP assay. Whole blood was collected into chilled lithium heparin

tubes containing the protease inhibitors 4-(2-Aminoethyl) benzenesulfonyl fluoride

hydrochloride (AEBSF, A8456 Sigma-Aldrich) and aprotinin (Nordic Phama, UK), to

give a final AEBSF and aprotinin concentration of 1 mg/ml and 200 kIU/ml whole

blood respectively. Samples were centrifuged at +4°C, and separated plasma was

stored at -80°C until assay.

 

Plasma PP concentrations were 56.2 ± 7.5 pmol/L (8.6-250.7) (mean ± SEM (range))

for the Hammersmith assay, and 56.4 ± 8.1 pmol/L (14.5-280.6) for the Milliplex

assay (p=0.95). For the Milliplex PP assay, intra-assay coefficient of variation was

6.0%.

Regarding the relationship between the measured PP concentrations in the two

assays, the Pearson correlation coefficient was +0.98, P<0.0005, and intraclass

correlation coefficient was 0.97, indicating excellent assay consistency. The

statistical analysis was performed using SPSS v22, IBM Corp, USA.

Sample stability

Previous studies found human PP is extremely stable. No significant difference in

endogenous or added plasma PP is detectable in whole blood left at 25oC for 24

hours, in sterile plasma at 25oC for 10 days, or in samples which have been freeze-

thawed 20 times (2).

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In addition to these results we compared the further sample collection protocols for

this study. The effect of the type of tube used for sample collection, time between

blood collection and plasma/serum separation and freeze-thaw cycles on plasma PP

measurements was investigated.

Investigating the effect of collection protocol on PP-immunoreactivity

Blood samples were collected from 8 normal weight subjects to assess the effects of

collection tube type, time until plasma/serum separation and freeze-thaw cycles on

pancreatic polypeptide-immunoreactivity (PP-IR) concentrations. For each subject,

blood samples were collected in Lithium Heparin (LiH) tubes, Lithium Heparin tubes

containing 200µl (2000 KIU) aprotinin (Trasylol, Bayer plc Berkshire U.K.) (LiH(Ap)),

ethylenediaminetetraacetic acid (EDTA) tubes and Citrate tubes, and serum samples

in Plain and Serum Separation Tubes (SST). At 0, 1 or 4 hours post collection,

plasma samples were centrifuged at 1600g 4°C for 15minutes, the supernatant

removed and frozen at -20°C. Serum samples in the Plain and SST tubes were

separated and frozen as above at 1, 2 or 5 hours after collection to allow clot

activation to occur. Supernatant from the LiH(Ap) tube separated immediately was

separated into four aliquots. These aliquots were frozen at -200C and subsequently

thawed and maintained at room temperature for an hour before being frozen again,

1, 2, 3 or 4 times before assay.

PP-IR was measured in 100µl samples in duplicate by RIA. Hormone levels are

expressed as % change from the samples taken in the LiH(Ap) tube, separated

immediately and undergoing a single freeze-thaw cycle SEM. The effect of

collection tube type and time to separation were compared with the use of two-way

analysis of variance (ANOVA).

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PP-IR chromatographic profiles in human plasma samples

Reversed phase fast protein liquid chromatography (FPLC) was used to investigate

the chromatographic character of PP-IR in circulation, and the effect of multiple

freeze-thaw cycles. Blood samples were taken post-prandially from three normal

weight subjects in LiH(Ap) tubes. Plasma was immediately separated, frozen and

then freeze-thawed a total of four times. Sep-Pak C18 cartridges (Waters Milford, CT,

USA) were activated using 100ml of 100% methanol and then 20ml distilled water.

Of the plasma, 1.5ml was mixed with 1.5ml 0.1M HCL and passed through the

cartridge 10 times. The cartridge was then washed with 10ml of 4% acetic acid. The

Sep-Pak bound sample was then eluted in 1.5ml of methanol and dried in a Savant

vacuum centrifuge (model SPD 2010, Thermo Electron Corporation).

FPLC and RIA were used to separate and quantify PP-IR in plasma samples. All

reversed phase FPLC was carried out on a Pharmacia FPLC system connected to a

high resolution reversed phase (Pep Reversed Phase Column 1ml High Resolution)

C-18 column (Pharmacia, Uppsala Sweden). Human PP, peptide YY and

neuropeptide Y standards were dissolved in distilled water plus 0.05 % trifluoroacetic

acid (TFA) (v/v) to a concentration of 1pmol/ml. Dried plasma samples were

dissolved in 1.1 ml distilled water plus TFA 0.05% (v/v). Of this volume, 0.8ml was

fractionated by reversed phase FPLC. The column was eluted with a 22-35%

gradient of acetonitrile (ACN) 0.05% (v/v) TFA/water 0.05% (v/v) TFA over 60

minutes. Fractions from all runs were dried in a Savant vacuum centrifuge (as

above), reconstituted in 500µl assay buffer and PP content determined by RIA.

Immunoreactivity of each fraction was calculated as percentage of the total IR

recovered from the total sample. PP-IR was expressed as mean ± standard error of

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the mean (SEM) (PP standard n=4, human plasma n=3). The remaining 300µl was

used to calculate the percentage recovery.

Supplementary Results

The effect of collection protocol on PP-immunoreactivity

PP-IR levels were not significantly altered by either blood collection tube type

(P=0.623) or time until separation (P=0.507). There was no significant correlation

between freeze-thaw cycle number and % change in PP (r2=0.00238, p=0.791).

(Table 1)

PP-IR chromatographic profiles in human plasma samples

Reversed phase FPLC of PP standard gave a single major PP-IR peak eluting at

26.4% ACN (Figure 1(a)). Human plasma samples gave a similar elution profile with

a single peak at 26.4% ACN (Figure 1 (b)). The percentage IR recovery from the

column was 71.6 ±3.8% for the PP standard and 68.3 ±3.8% for the plasma samples.

The reversed phase FPLC of human plasma samples following four freeze-thaw

cycles gave an elution profile similar to that of PP standard and human plasma, with

a single major peak at 26.4% ACN (Figure 1(c)). The percentage IR recovery from

the column was 66.9 ±5.4%.

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Characteristics Male Female TotalNumber 46 58 104Age (years) 50.5 (40.0-59.3) 47.0 (29.8-

56.3)49.0 (36.3-

58.0)BMI (kg/m2) 29.9±2.9 31.1±3.8 30.6±3.5WHR 0.98±0.07* 0.86±0.09 0.91±0.10Fasting PP (pmol/l) 29.8 (22.9-38.8)* 19.9 (11.9-

34.4)25.7 (15.7-

36.2)HOMA2-IR 1.9 (1.0-2.6)* 1.3 (0.8-1.8) 1.4 (0.9-2.2)Total cholesterol (mmol/l)

5.5±0.8 5.2±1.0 5.3±0.9

HDL cholesterol (mmol/l) 1.1±0.3* 1.4±0.3 1.3±0.3Triglyceride (mmol/l) 1.5 (1.0-2.3)* 1.2 (0.8-1.4) 1.2 (0.9-1.7)ALT (u/l) 37.0 (30.0-57.5)* 20.5 (14.3-

28.0)28.0 (17.5-

37.0)TAT (l) 33.1±9.2* 41.7±9.9 37.9±10.5TSAT (l) 23.6±6.9* 35.3±8.8 30.2±9.9ASAT (l) 7.3±2.6* 10.6± 3.4 9.1±3.5NASAT (l) 16.3±4.4* 24.8±5.8 21.0±6.7TIAT (l) 9.5±3.2* 6.3±2.5 7.7±3.2VAT (l) 5.5±2.0* 3.3±1.7 4.3±2.1IHCL (%) 9.8 (2.8-24.0)* 1.7 (0.8-6.3) 3.7 (1.2-14.1)

Supplementary Table 1. Demographic, anthropometric and biochemical

characteristics, and regional fat distributions of the men and women included in the

study. Results are shown as (mean ± standard deviation) or median (interquartile

range). ALT: alanine aminotransferase, ASAT: abdominal subcutaneous adipose

tissue, HOMA2-IR: homeostatic model assessment 2-insulin resistance, IHCL:

intrahepatocellular lipid, NASAT: non-abdominal subcutaneous adipose tissue, PP:

pancreatic polypeptide, TAT: total adipose tissue, TIAT: total internal adipose tissue,

TSAT: total subcutaneous adipose tissue, VAT: visceral adipose tissue. Adipose

tissue deposits are in liters (l). * p<0.01 vs female

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Time to separation (hrs)

Tube type(Plasma)

0 1 4

LiH(Ap) 0±13 4±5 1±10LiH 5±7 2±5 -5±7EDTA 2±6 6±8 5±9Citrate -4±8 -4 ±8 -7±8

Time to separation (hrs)

Tube type(Serum)

1 2 5

Plain -5±4 -8±8 -3±11SST 2±8 -6±7 -9±6F/T cycle Percentage Change from PP content following one F/T cycle 1 0±162 -7±43 5±44 -6±6

Supplementary Table 2. Percentage change in pancreatic polypeptide (PP)

concentrations from PP content of samples taken in LiH(Ap) tubes that were

separated immediately (n=8), and change from PP content following one freeze-thaw

(F/T) cycle (%±SEM). LiH: Lithium Heparin, LiH(Ap): Lithium Heparin tubes

containing 200µl Aprotinin (Trasylol), EDTA: ethylenediaminetetraacetic acid, SST:

Serum Separation Tubes.

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Variable Adjustment Correlation Coefficient

p-value

ALT (*) None 0.34 0.001IHCL 0.04 0.69VAT -0.001 0.99IHCL and VAT -0.07 0.52

Triglycerides (*) None 0.30 0.002IHCL -0.02 0.84VAT 0.06 0.52IHCL and VAT -0.05 0.66

Total cholesterol None 0.30 0.002IHCL 0.13 0.21VAT 0.15 0.13IHCL and VAT 0.10 0.31

LDL cholesterol None 0.28 0.01IHCL 0.14 0.20VAT 0.13 0.25IHCL and VAT 0.10 0.35

HDL cholesterol None -0.22 0.03IHCL -0.03 0.75VAT -0.01 0.94IHCL and VAT 0.02 0.84

Systolic blood pressure None 0.30 0.003IHCL 0.09 0.38VAT 0.08 0.44IHCL and VAT 0.03 0.74

Diastolic blood pressure None 0.22 0.03IHCL 0.08 0.42VAT 0.09 0.38IHCL and VAT 0.06 0.58

Supplementary Table 3. Correlations and partial correlations (controlling for IHCL

and VAT) between fasting plasma PP and a number of cardiometabolic risk factors.

(*) Variable analysed on log scale. ALT: alanine aminotransferase, HDL cholesterol:

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high-density lipoprotein cholesterol, IHCL: intrahepatocellular lipid, LDL cholesterol:

low-density lipoprotein cholesterol, VAT: visceral adipose tissue.

Supplementary Figure 1. Reversed phase fast protein liquid chromatography

(FPLC) pancreatic polypeptide (PP) immunoreactivity (IR) profiles of (a) PP standard

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(n=4) (b) human plasma (n=3) and (c) human plasma following 4 freeze-thaw cycles

(n=4). ACN: acetonitrile. Arrows indicating elution points of major IR peaks of

neuropeptide Y (NPY) and peptide-YY (PYY) standards.

Supplementary Figure 2. Correlation between log fasting PP concentrations and log

IHCL (p<0.001).

References

1. Adrian TE, Bloom SR, Bryant MG, Polak JM, Heitz PH, Barnes AJ. Distribution and release of human pancreatic polypeptide. Gut 1976; 17(12):940-944.

2. Bloom SR, Long RG, Adrian TE et al. Radioimmunoassay of Gut Regulatory Peptides. W. B. Saunders Company, 1982.

3. Greenwood F, Hunter W, Glover J. The preperation of I-131-labelled human growth hormone of high specific radioactivity. Biochem J 1963; 89:114-123.

4. Schwartz TW, Holst JJ, Fahrenkrug J et al. Vagal, cholinergic regulation of pancreatic polypeptide secretion. J Clin Invest 1978; 61(3):781-789.

5. Floyd JC, Jr., Fajans SS, Pek S. Regulation in healthy subjects of the secretion of human pancreatic polypeptide, a newly recognized pancreatic islet polypeptide. Trans Assoc Am Physicians 1976; 89:146-158.

6. Taylor IL, Impicciatore M, Carter DC, Walsh JH. Effect of atropine and vagotomy on pancreatic polypeptide response to a meal in dogs. Am J Physiol 1978; 235(4):E443-E447.

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7. Sive A, Vinik AI, Van TS, Lund A. Impaired pancreatic polypeptide secretion in chronic pancreatitis. J Clin Endocrinol Metab 1978; 47(3):556-559

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