Siya Shi1, Liqin Wang1, Jiaxin Yuan1, Xuefang Hu1, Xingyan Xie1, Tingting Wen1, Jinhui Yu1, and Yanji Luo1
1The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
Synopsis
Keywords: Pancreas, Surgery, Magnetic resonance elastographies, Pancreatectomy, Pancreatic fistula
This prospective study enrolled the patients who underwent both preoperative tomoelastography and pancreaticoenteric anastomosis. Eighty-two patients were included (median age: 59.5 years, 40 men, 18 patients with POPF). Main pancreatic duct diameter (MPDD) (P=0.012), c (P<0.001) and φ (P=0.001) were relevant factors for POPF. The area under the curve (AUC) of c, φ and MPDD for predicting POPF was 0.880, 0.816 and 0.747. Fibrosis was the relevant factor of POPF (P=0.001). There was positive correlation between fibrosis and stiffness (r=0.681, P<0.001). Tomoelastography is a novel and robust multi-frequency MRE technique that can facilitate the prediction of POPF.
Manuscript
Introduction
Postoperative
pancreatic fistula (POPF) is the most common and serious complication of
pancreatectomy (1).
Preoperative risk stratification of POPF in patients undergoing pancreatectomy facilitates
perioperative precision medicine (2, 3).
The fistula risk score, obtained perioperatively, from a more practical point
of view, tend to be fraught with potential dangers.
Previous studies had been
conducted to evaluate the relationship between parameters derived from imaging
and pancreatic texture for predicting POPF, such as the signal intensity ratio
of T1-weighted MRI (4),
magnetization transfer imaging (5)
and dual-energy CT (6).
Whereas, those quantitative tools cannot directly quantify pancreatic texture
but also influenced by other factors. Pancreatic US elastography could be used
to assess pancreatic stiffness but suffered from limited reproducibility (6).
Tomoelastography,
a novel multi-frequency MRE technique with noise-robust data postprocessing,
can generate quantitative maps for biomechanical properties with
high-resolution anatomical details (7, 8).
To the best of our knowledge, the possibility of using tomoelastography to
predict the occurrence of POPF has not been explored.
Therefore, the present study was to
prospectively investigate the utility of tomoelastography
for preoperative risk prediction for occurrence of POPF in patients undergoing pancreaticoenteric
anastomosis.
Materials and Methods
This prospective single-center
study was approved by the institutional review board of our hospital and the written informed consent
were received from patients. The flow chart was shown in Figure 1.
The grading
criteria of pancreatic fibrosis at the resection margin were performed as
previously described as 4 grades (9).
The exocrine gland atrophy was classified according to the percentage of viable
exocrine gland as previously described as 3 grades (10).
The grading criteria of lipomatosis were adapted as previously described as 4
grades (10, 11).
The entire pancreatic
tomoelastography was scanned in 7 minutes and 22 seconds covered by 35
contiguous axial sections. The multifrequency wave
field data was processed at https://bioqic-apps.com.
The region of
interests (ROIs) (larger than 100 mm3) were placed at the resection
margin of pancreas, avoiding visible pancreatic duct dilation, boundary and
artifacts, to measure fat fraction (on multi-echo Dixon image),
width (on axial fs-T2WI), thickness (on coronal T2WI),
stump area (width multiple thickness), stiffness (on c map) and fluidity (on φ map).
The main pancreatic duct diameter (MPDD) was also measured (Figure 2).
Results
A total of 82 patients were enrolled in this
study (median age, 59.5 years, range from 20 to 83 years) and 40 patients were
men. There were 18 patients with POPF (ISGPS B and C) among
all. The Bland-Altman analysis showed agreements in different readers,
different measurements with the same reader (Figure 3). The ICC showed
near perfect agreements in c (0.987, P<0.001) and φ (0.993, P<0.001).
There was significant difference between
patients with and without POPF in fibrosis (P=0.002), acinar atrophy (P=0.024),
MPDD (P=0.001), c (P<0.001) and φ (P<0.001). According to the univariate analysis, fibrosis (P=0.001;
OR, 0.29), acinar atrophy (P=0.011; OR, 0.19), MPDD (P=0.012; OR,
0.59), c (P<0.001; OR<0.001) and φ (P=0.001; OR<0.001) were
relevant factors of POPF. The only independent relevant
factor for preoperatively predicting POPF was c (P<0.001) at the
multivariate regression.
The use of c enabled
prediction of POPF with an AUC of 0.880 (cutoff, 1.413 m/sec), which was
comparable to the predictive performance of φ (AUC, 0.816; cutoff, 0.796
radian) (NRI: 0.029, P=0.843; IDI: 0.066, P=0.342) and higher
than the predictive performance of MPDD (AUC, 0.747; cutoff, 2.67 mm) (NRI: 0.125,
P=0.344; IDI: 0.132, P=0.021), as the Figure 4 shown.
There were 6 patients in F0 fibrosis (3 were
with POPF), 26 in F1 (11 were with POPF), 30 in F2 (3 were with POPF), 20 in F3
(1 were with POPF), as the Figure 5 shown. The mean
c was 1.321 m/sec in F0 fibrosis, while 1.396, 1.538, 1.612 in F1-3 fibrosis
respectively (P<0.001).
There was positive
correlation between c and fibrosis grades (r=0.681, P<0.001).
Discussion
From the perspective of precision medicine, there
is still a clinical need for straightforward and non-invasive modality to quantify
pancreatic texture thus preoperatively identify patients at high risk of POPF. In
the present study, both mechanical (pancreatic stiffness and fluidity
quantified with tomoelastography) and morphologic (MPDD) features were relevant
factors for POPF. The predictive performance of pancreatic stiffness was
comparable to the fluidity and better than MPDD. Pancreatic fibrosis was the relevant
factors for POPF and there was positive correlation between fibrosis and
pancreatic stiffness. To the best of our knowledge, this is the first attempt
to explore the potential of tomoelastography for
preoperative risk prediction for POPF in patients undergoing pancreaticoenteric
anastomosis.
In conclusion, tomoelastography
is a novel and robust multi-frequency MRE technique that can facilitate the
assessment of pancreatic texture. The elevated pancreatic stiffness and
fluidity at the resection margin, as quantified by tomoelastography, are
mechanical signatures of POPF. Preoperative identification of patients undergoing
pancreaticoenteric anastomosis with high-risk POPF using tomoelastography will
help improve perioperative precision treatment.Acknowledgements
The authors sincerely acknowledge Ms. Jing Guo from Department of Radiology of Charité –Universitätsmedizin Berlin, Germany and Mengzhu Wang from MR Scientific Marketing, Siemens Healthineers Ltd. Guangzhou, China for the MR technical support.
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