Yoshifumi Noda1, Satoshi Goshima1, Yusuke Tsuji2, Kimihiro Kajta1, Yuta Akamine3, Tomoyuki Okuaki3, Masatoshi Honda3, Hiroshi Kadohara3, Hiroshi Kawada1, Nobuyuki Kawai1, Yukichi Tanahashi1, and Masayuki Matsuo1
1Gifu University, Gifu, Japan, 2Kyoto Prefectural University of Medicine, Kyoto, Japan, 3Philips Healthcare, Tokyo, Japan
Synopsis
The presence
of pancreatic fibrosis is a representative feature of the pancreas in patients
with impaired glucose tolerance (IGT). The T1 signal intensity of the pancreas
is reported to be associated with pancreatic fibrosis and HbA1c values. In this
study, we evaluated the feasibility of T1 mapping of the pancreas for the
assessment of HbA1c values. Our results showed that increased T1 values of the
pancreas was significantly correlated with HbA1c values, so the T1 values of the pancreas could serve as a
potential imaging biomarker for the assessment of patients with IGT.
Purpose
To
evaluate the feasibility of T1 value of the pancreas for the assessment of patients
with impaired glucose tolerance (IGT).Materials and Methods
This
prospective study was approved by our institutional review board and written
informed consent was obtained. Fifty-eight patients with suspected pancreatic
disease underwent magnetic resonance (MR) imaging. The T1 values were calculated on the T1 map
obtained by the Look-Locker sequence with the following scan parameters: T1-TFE;
TR/TE, 2.8/1.34 msec; voxel size, 1.88 × 1.88 × 5 mm; FA, 10; slice number, 10-slices;
shot interval, 2500 msec; parallel imaging factor, 2; acquisition time, two
sets of 10 sec with breath holding. The T1 values were measured in pancreatic
head, body, and tail using region-of-interest (ROI), carefully devoid of main
pancreatic ducts, focal lesions, and artifacts, and then averaged. The
signal intensities of the pancreatic parenchyma (SIpancreas) and
paraspinal muscle (SImuscle) were measured on 3D-fast field-echo T1-weighted
images (FFE T1WI) for calculation of the signal intensity ratio (SIR = SIpancreas/SImuscle).
The
anterior-posterior (AP) diameters at pancreatic head, body, and tail were also
measured in all patients. Patients’ laboratory and clinical data within two weeks of MR
imaging were also recorded. Patients were classified into two groups according
to American Diabetes Association criteria: HbA1c < 5.7% (Low value group),
and HbA1c ≥ 5.7% (High value group).
The
Mann-Whitney U and Fisher’s tests
were conducted to evaluate differences in patients’ laboratory and clinical
data, T1 value, SIR on 3D-FFE T1WI, and AP diameters between two groups. Stepwise
multiple regression analysis was conducted to evaluate the independent factors
affecting HbA1c values. Simple linear regression analysis was performed to
evaluate the correlation between MR imaging measurements and HbA1c values. For
significant parameters, we determined the optimal threshold on the basis of the
highest area under the receiver operating characteristic (ROC) curve that
yielded the maximal sensitivity and specificity for the differentiation of Low
and High value groups. A P value of
less than 0.05 was considered to be significant.Results
Among 58
patients, 16 were in Low value group and 42 were in High value group. The T1
value of the pancreas in Low value group was significantly lower than that in
High value group (P = 0.0002) (Figure
1). The SIR on 3D-FFE T1WI in Low value group was significantly higher than
that in High value group (P = 0.045)
(Figure 2). There was no significant difference in AP diameters (Table 1). In the
stepwise multiple regression analysis, the T1 value of the pancreas was
significantly correlated with HbA1c values (P
< 0.001). The other independent factors, including patients’ age, gender,
body mass index, SIR on 3D-FFE T1WI and AP diameters had no significant correlation
with HbA1c values. Simple regression analysis showed moderate, positive
correlation between the T1 values and HbA1c values (r = 0.58, P < 0.0001)
(Figure 3). On the basis of the ROC analysis, the sensitivity, specificity, and
AUC for the differentiating Low and High value groups were 68.7%, 88.1%, and 0.82
in the T1 values of the pancreas, when employing a cutoff value of 907.8 msec.Discussion
In
the present study, the T1 value of the pancreas was significantly correlated
with HbA1c values. The reduced T1 signal intensity of the pancreas could be
explained by the pancreatic fibrosis that replaced pancreatic acini-retaining
pancreatic proteinaceous fluid. The pancreatic fibrosis might have impaired
islet cell function as well, leading to IGT1. We previously reported that the SIR on
T1WI was significantly correlated with pancreatic fibrosis and HbA1c values2.
The
T1 mapping technique is more reliable and accurate method than the conventional
T1-wighted techniques because it is directly measuring the T1 relaxation time
of the organ. Recent study have shown that the T1 value of the pancreas was
significantly increased in patients with mild chronic pancreatitis3. According to our and their results, we
believed that the increased T1 values of the pancreas reflect pancreatic
fibrosis and IGT as well.
In
conclusion, we demonstrated the feasibility of using T1 mapping of the pancreas
for the assessment of the patients with IGT. Our results suggest that the T1
values of the pancreas could serve as a potential imaging biomarker for the
assessment of pancreatic fibrosis leading to IGT.Acknowledgements
The authors of this manuscript
declare no relationships with any companies whose products or services may be
related to the subject matter of the article.References
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al. Islet amyloid, increased A-cells, reduced B-cells and exocrine fibrosis:
quantitative changes in the pancreas in type 2 diabetes. Diabetes research
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2. Noda Y, Goshima S,
Tanaka K, et al. Findings in pancreatic MRI associated with pancreatic fibrosis
and HbA1c values. J Magn Reson Imaging 2016;43(3):680-7.
3. Tirkes T, Lin C,
Fogel EL, Sherman SS, Wang Q,
Sandrasegaran K. T1 mapping for diagnosis of mild chronic pancreatitis.
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