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Magnetic Resonance Imaging Planimetry As A Quantitative
Imaging Tool To Measure Pancreas Volume In
Type II Diabetes Mellitus
Nishigandha Burute, Errol Colak, David Jenkins,
Shalini Anthwal, Anish Kirpalani
St. Michael’s Hospital and University of Toronto
Toronto, Canada
Disclosure
The authors have no disclosures
Target audience
•  Abdominal imaging specialists
•  Researchers in metabolic imaging
•  Clinicians
Pancreatic atrophy in diabetes
•  Pancreatic atrophy is present in diabetes
•  Atrophy progresses with duration and severity of diabetes
•  Atrophy can be measured by pancreas volume estimation with
routine imaging modalities
Background
Background
Previous studies have measured pancreatic volume with CT/US
•  CT involves ionizing radiation, making it less feasible to measure
volumes temporally in the same individual
•  US provides only a rough estimation and cannot provide accurate
volumes
It would be beneficial to have an imaging modality that could measure
volumes accurately and without ionizing radiation
Background
Only a few studies to date have measured pancreatic volume in diabetes
with MRI
However these have specifically focused on:
•  Type 1 diabetes1 (type 1 diabetics form < 5% of the diabetic population)
•  Cystic fibrosis related diabetes2 (which is even more rare)
1.	Williams	et	al.	J	Clin	Endocrinol	Metab,	2012,	97(10):E2109–E2113	
2.	Sequeiros	et	al.	BJR	2010;	83:	921	-	926
No study until now has measured pancreas volumes in Type 2 diabetes
with MRI though type 2 diabetics form > 95% of the diabetic population
Rationale
Purpose
To compare pancreas volume (PV) in patients with Type II diabetes
mellitus (DM) to PV in normoglycemic individuals, measured with MRI-
based planimetry.
Methods
Our institutional review board approved this retrospective study with a
waiver of informed consent.
Data collection
32 consecutive patients with Type II DM and 50 consecutive
normoglycemic patients were reviewed from consecutive
abdominal MRIs done for non-pancreas related
pathologies.
Inclusion criteria diabetes cohort
Documented evidence of diabetes within 6 months of the date of
MRI: FPG > 7 mmol/l / HBA1c > 6.5%
Methods
Inclusion criteria normoglycemic cohort
Documented normoglycemic status within 6 months of the date of
MRI: FPG < 5.6 mmol/l or HBA1c < 5.7%
Demographic characteristics for the normoglycemic
and Type II DM cohorts.
Demographic characteristics
Technique for volume estimation
Pancreatic contours in these 82 MRIs were traced manually on non-
gadolinium T1W 3D FS GRE images with post-processing software to
generate PVs
Volume = Cross sectional area x slice thickness
Methods
Manually traced pancreatic contour
Methods
Methods
Manually traced pancreatic contour
Methods
Manually traced pancreatic contour
Volume calculation with a post processing software
Methods
Results
Regression models showed that given the same age, weight and
gender, PV in a patient with Type II DM was
17.89 mL (19.9%)
lower compared to a normoglycemic individual.
DiabetesNormoglycemia
Results
Examples of pancreas volumes generated in a normoglycemic
and in a diabetic patient in this study
Patients with Type II DM had
significantly lower PV compared to
normoglycemic individuals
(p < 0.001)
Type II DM: 72.66 ± 20.7 cm3
Normoglycemic: 89.58 ± 20.6 cm3
Correcting for age and gender, overall mean PV in 82 patients increased with
increasing weight. PV both in the Type II DM cohort (p=0.0399) and in the
normoglycemic cohort (p<0.0001) increased with increasing weight.
Results
Pancreatic volume index (PVI) was
calculated as PV/weight (kg)
Patients with Type II DM also had
significantly lower PVIs compared
to normoglycemic individuals
(p < 0.0001)
Type II DM: 1.02 ± 0.27 cm3/kg
Normoglycemic: 1.27 ± 0.26 cm3/kg
Comparison of our
study to other
published human
studies reporting
PV measurements
(in mL) using
planimetry derived
from cross-
sectional imaging
studies.
Results
This study demonstrates that pancreas volume in Type II diabetes is
significantly reduced as compared to volume in normoglycemic
individuals (19.9%)
Discussion
•  To our knowledge, this is the first study measuring pancreas volume
in Type II diabetics with MRI
•  We successfully used a routine T1W FS GRE sequence without
Gadolinium to measure pancreas volume
•  Our volume measurements in normoglycemic individuals (89.58 +/-
22.71, n=50) compared well with volume measurements
in previous studies using CT and MRI
Discussion
•  We show that MRI can be of use as an accurate and reliable method
to estimate pancreatic volume without radiation exposure
•  Potential applications of this technique include use of MRI-derived PV
as an outcome measure in clinical trials evaluating nutritional or
pharmacologic interventions in DM
Conclusion
PV is reduced in Type II DM compared to normoglycemic individuals
and can be measured using MRI without contrast injection
•  Statistical evaluation: Rosane Nisenbaum and Sidharth Saini
•  Lab medicine: Dr. Hilde Vandenberghe
•  MRI Technologists and the Research department at St. Michael’s
Hospital
Acknowledgements
References
1.  Saisho	Y,	Butler	AE,	Meier	JJ,	Monchamp	T,	Allen-Auerbach	M,	Rizza	RA	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;	20:	933-942.	
2.  Williams	AJ,	Chau	W,	Callaway	MP,	Dayan	CM:	MagneSc	resonance	imaging:	A	reliable	
method	for	measuring	pancreaSc	volume	in	type	1	diabetes.	DiabeSc	medicine	:	a	
journal	of	the	BriSsh	DiabeSc	AssociaSon	2007;	24:	35-40.		
3.  Goda	K,	Sasaki	E,	Nagata	K,	Fukai	M,	Ohsawa	N,	Hahafusa	T:	PancreaSc	volume	in	type	1	
and	type	2	diabetes	mellitus.	Acta	diabetologica	2001;	38:	145-149.			
4.  Fonseca	V,	Berger	LA,	Becke_	AG,	Dandona	P:	Size	of	pancreas	in	diabetes	mellitus:	A	
study	based	on	ultrasound.	Br	Med	J	(Clin	Res	Ed)	1985;	291:	1240-1241.		
5.  Szczepaniak	EW,	Malliaras	K,	Nelson	MD,	Szczepaniak	LS:	Measurement	of	pancreaSc	
volume	by	abdominal	mri:	A	validaSon	study.	PloS	one	2013;	8:	e55991.

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99.SAR 2014

  • 1. Magnetic Resonance Imaging Planimetry As A Quantitative Imaging Tool To Measure Pancreas Volume In Type II Diabetes Mellitus Nishigandha Burute, Errol Colak, David Jenkins, Shalini Anthwal, Anish Kirpalani St. Michael’s Hospital and University of Toronto Toronto, Canada
  • 3. Target audience •  Abdominal imaging specialists •  Researchers in metabolic imaging •  Clinicians
  • 4. Pancreatic atrophy in diabetes •  Pancreatic atrophy is present in diabetes •  Atrophy progresses with duration and severity of diabetes •  Atrophy can be measured by pancreas volume estimation with routine imaging modalities Background
  • 5. Background Previous studies have measured pancreatic volume with CT/US •  CT involves ionizing radiation, making it less feasible to measure volumes temporally in the same individual •  US provides only a rough estimation and cannot provide accurate volumes It would be beneficial to have an imaging modality that could measure volumes accurately and without ionizing radiation
  • 6. Background Only a few studies to date have measured pancreatic volume in diabetes with MRI However these have specifically focused on: •  Type 1 diabetes1 (type 1 diabetics form < 5% of the diabetic population) •  Cystic fibrosis related diabetes2 (which is even more rare) 1. Williams et al. J Clin Endocrinol Metab, 2012, 97(10):E2109–E2113 2. Sequeiros et al. BJR 2010; 83: 921 - 926
  • 7. No study until now has measured pancreas volumes in Type 2 diabetes with MRI though type 2 diabetics form > 95% of the diabetic population Rationale
  • 8. Purpose To compare pancreas volume (PV) in patients with Type II diabetes mellitus (DM) to PV in normoglycemic individuals, measured with MRI- based planimetry.
  • 9. Methods Our institutional review board approved this retrospective study with a waiver of informed consent. Data collection 32 consecutive patients with Type II DM and 50 consecutive normoglycemic patients were reviewed from consecutive abdominal MRIs done for non-pancreas related pathologies.
  • 10. Inclusion criteria diabetes cohort Documented evidence of diabetes within 6 months of the date of MRI: FPG > 7 mmol/l / HBA1c > 6.5% Methods Inclusion criteria normoglycemic cohort Documented normoglycemic status within 6 months of the date of MRI: FPG < 5.6 mmol/l or HBA1c < 5.7%
  • 11. Demographic characteristics for the normoglycemic and Type II DM cohorts. Demographic characteristics
  • 12. Technique for volume estimation Pancreatic contours in these 82 MRIs were traced manually on non- gadolinium T1W 3D FS GRE images with post-processing software to generate PVs Volume = Cross sectional area x slice thickness Methods
  • 13. Manually traced pancreatic contour Methods
  • 16. Volume calculation with a post processing software Methods
  • 17. Results Regression models showed that given the same age, weight and gender, PV in a patient with Type II DM was 17.89 mL (19.9%) lower compared to a normoglycemic individual.
  • 18. DiabetesNormoglycemia Results Examples of pancreas volumes generated in a normoglycemic and in a diabetic patient in this study
  • 19. Patients with Type II DM had significantly lower PV compared to normoglycemic individuals (p < 0.001) Type II DM: 72.66 ± 20.7 cm3 Normoglycemic: 89.58 ± 20.6 cm3
  • 20. Correcting for age and gender, overall mean PV in 82 patients increased with increasing weight. PV both in the Type II DM cohort (p=0.0399) and in the normoglycemic cohort (p<0.0001) increased with increasing weight. Results
  • 21. Pancreatic volume index (PVI) was calculated as PV/weight (kg) Patients with Type II DM also had significantly lower PVIs compared to normoglycemic individuals (p < 0.0001) Type II DM: 1.02 ± 0.27 cm3/kg Normoglycemic: 1.27 ± 0.26 cm3/kg
  • 22. Comparison of our study to other published human studies reporting PV measurements (in mL) using planimetry derived from cross- sectional imaging studies.
  • 23. Results This study demonstrates that pancreas volume in Type II diabetes is significantly reduced as compared to volume in normoglycemic individuals (19.9%)
  • 24. Discussion •  To our knowledge, this is the first study measuring pancreas volume in Type II diabetics with MRI •  We successfully used a routine T1W FS GRE sequence without Gadolinium to measure pancreas volume •  Our volume measurements in normoglycemic individuals (89.58 +/- 22.71, n=50) compared well with volume measurements in previous studies using CT and MRI
  • 25. Discussion •  We show that MRI can be of use as an accurate and reliable method to estimate pancreatic volume without radiation exposure •  Potential applications of this technique include use of MRI-derived PV as an outcome measure in clinical trials evaluating nutritional or pharmacologic interventions in DM
  • 26. Conclusion PV is reduced in Type II DM compared to normoglycemic individuals and can be measured using MRI without contrast injection
  • 27. •  Statistical evaluation: Rosane Nisenbaum and Sidharth Saini •  Lab medicine: Dr. Hilde Vandenberghe •  MRI Technologists and the Research department at St. Michael’s Hospital Acknowledgements
  • 28. References 1.  Saisho Y, Butler AE, Meier JJ, Monchamp T, Allen-Auerbach M, Rizza RA 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; 20: 933-942. 2.  Williams AJ, Chau W, Callaway MP, Dayan CM: MagneSc resonance imaging: A reliable method for measuring pancreaSc volume in type 1 diabetes. DiabeSc medicine : a journal of the BriSsh DiabeSc AssociaSon 2007; 24: 35-40. 3.  Goda K, Sasaki E, Nagata K, Fukai M, Ohsawa N, Hahafusa T: PancreaSc volume in type 1 and type 2 diabetes mellitus. Acta diabetologica 2001; 38: 145-149. 4.  Fonseca V, Berger LA, Becke_ AG, Dandona P: Size of pancreas in diabetes mellitus: A study based on ultrasound. Br Med J (Clin Res Ed) 1985; 291: 1240-1241. 5.  Szczepaniak EW, Malliaras K, Nelson MD, Szczepaniak LS: Measurement of pancreaSc volume by abdominal mri: A validaSon study. PloS one 2013; 8: e55991.