Original articlePancreas volume measurement in patients with Type 2 diabetes using magnetic resonance imaging-based planimetry
Introduction
Pancreas volume (PV) is altered by normal events such as aging or weight gain. For example, PV increases in a linear fashion from birth to age 20; decreases following age 60 [1], [2] and PV shows a linear correlation with body weight [3], [4]. Pancreatic atrophy has been associated with a variety of pathological conditions, such as cystic fibrosis, pancreatic adenocarcinoma, and Type 1 and 2 diabetes mellitus (DM) [5], [6], [7], [8]. There has been an evolving interest in PV alteration over the course of DM [2], [3], [8], [9], [10], [11]. Both Type 1 and Type 2 DM are associated with decreased PV, attributed in part to chronic inflammation [11], [12] and loss of the trophic effects of insulin [8], [9], [11], [13].
The majority of studies measuring PV in diabetes have been conducted using computed tomography (CT) [2], [10], [11], [13] or ultrasonography [14]. Ultrasonography only provides a rough estimation of PV due to the lack of standardized measurement capability and operator dependence. It is difficult to visualize the pancreas on ultrasound especially in obese individuals. Very often there may be overlying bowel gas limiting visualization. The distal part of the tail of the pancreas is commonly not well visualized on ultrasound [14]. CT utilizes ionizing radiation that may be harmful with repeated scans for monitoring or screening [3].
To our knowledge, the use of magnetic resonance imaging (MRI) in measuring PV has been limited. Only a few studies to date have investigated the use of MRI for PV measurement [3], [4], [15], [16] in DM. Moreover the focus of those studies was normal subjects, Type 1 DM [3], [4] or cystic fibrosis-related diabetes [15] and the cohort sizes were small.
The few studies using MRI to measure PVs in DM have done so in Type 1 DM, though Type 2 DM is much more common. PVs in Type 1 DM are significantly lower than that of normoglycemic individuals [3]. The volume difference between normoglycemics and Type 2 diabetics has been less striking [2], [10] and has only been measured with CT to date.
We believe that it is important to measure this difference in PVs between Type 2 diabetics and normoglycemic individuals with MRI, without radiation exposure as in CT. Type 2 DM is important to study in this context because it is more prevalent, it poses a large health and economic burden on society, and it is more representative of the distribution of DM subtypes in a typical adult population.
The principal advantages of MRI over other imaging modalities are that: it does not involve ionizing radiation; spatial resolution in 3D MRI acquisitions has evolved to the point that volumetric image data sets can be manipulated in any plane; and there are numerous inherent contrast mechanisms that allow for excellent contrast resolution without administration of an exogenous contrast agent. Though there are many potential clinical applications of measuring PV with such a safe and accessible technique [17], [18], our aim in this study was to measure PV using planimetry based on a simple but accurate MRI pulse sequence in patients who have Type 2 DM, compared to patients who are normoglycemic. We hypothesized that PV will be decreased in patients with Type 2 DM compared to normoglycemic patients.
Section snippets
Methods
This retrospective study was approved by our institutional review board with a waiver of informed consent.
Results
The demographic information, weights, PV, and PVI of the 32 patients in the Type 2 DM cohort and the 50 patients in the normoglycemic cohort are shown in Table 1.
Fig. 2 is a boxplot of the distribution of PVs in both cohorts. Patients with Type 2 DM had significantly lower PVs compared to normoglycemic individuals (72.7 ± 20.7 cm3 versus 89.6 ± 22.7 cm3, p < 0.001).
Patient weight was not significantly different between the Type 2 DM and normoglycemic cohorts (p = 0.62), but we adjusted for
Discussion
Today, MRI is used routinely in pancreaticobiliary imaging. One of the principal components of a comprehensive pancreas MRI evaluation is the use of a three-dimensional T1-weighted fat suppressed sequence. This type of sequence is useful in detecting inflammatory and neoplastic pancreatic diseases because of the ability to detect loss of pancreas volume (atrophy), to detect loss of the normal bright T1 signal of pancreas parenchyma (from high protein content), to detect focal hypointense masses
Disclosure and conflict of interest statement
Rosane Nisenbaum gratefully acknowledges the support of the Ontario Ministry of Health and Long-Term Care. The views expressed in this publication are the views of the authors and do not necessarily reflect the views of the Ontario Ministry of Health and Long-Term Care.
All remaining authors have no disclosures, or any actual or potential conflicts of interest including any financial, personal or other relationships with other people or organizations within three (3) years of beginning the work
Acknowledgments
The authors wish to thank Dr. Eli Miller, for his assistance in phantom study analysis and early quality control assessment, Dr. Hilde Vandenberghe for her assistance in selecting and confirming the Type II DM cohort, and Neesha Chauhan, MRT, for her assistance in scanning MRI phantoms.
References (27)
- et al.
Reduced pancreatic volume and beta-cell area in patients with chronic pancreatitis
Gastroenterology
(2009) - et al.
Relationship of satiety to postprandial glycaemic, insulin and cholecystokinin responses
Appetite
(1992) - et al.
A statistical analysis of the internal organ weights of normal Japanese people
Health Phys
(1997) - et al.
Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type-2 diabetes
Clin Anat
(2007) - et al.
Magnetic resonance imaging: a reliable method for measuring pancreatic volume in type 1 diabetes
Diabet Med J Br Diabet Assoc
(2007) - et al.
Pancreatic volume is reduced in adult patients with recently diagnosed type 1 diabetes
J Clin Endocrinol Metab
(2012) - et al.
Indicative findings of pancreatic cancer in prediagnostic ct
Eur Radiol
(2009) - et al.
The pancreas in human type 1 diabetes: providing new answers to age-old questions
Curr Opin Endocrinol Diabetes Obes
(2009) - et al.
Pancreatic fluid secretion and protein hyperconcentration in cystic fibrosis
N Engl J Med
(1985) - et al.
Pancreatic beta-cell mass in european subjects with type 2 diabetes
Diabetes Obes Metab
(2008)
The density, contour, and thickness of the pancreas in diabetics: Ct findings in 57 patients
AJR Am J Roentgenol
Pancreatic volume in type 1 and type 2 diabetes mellitus
Acta Diabetol
Pancreatic volume and endocrine and exocrine functions in patients with diabetes
Pancreas
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