Shanghai Medical Journal, Volume. 48, Issue 4, 199(2025)
A modified prediction model for clinically relevant postoperative pancreatic fistula based on preoperative ultrasound radiomics
[1] [1] LEE J M, YOON J H. Dual-energy CT for risk of postoperative pancreatic fistula[J]. Radiology, 2022, 304 (1): 73-74. DOI: 10.1148/radiol.220320.
[2] [2] BASSI C, MARCHEGIANI G, DERVENIS C, et al. The 2016 update of the International Study Group (ISGPS) definition and grading of postoperative pancreatic fistula: 11 years after[J]. Surgery, 2017, 161(3): 584-591. DOI: 10.1016/j.surg.2016.11.014.
[3] [3] KJESETH T, YAQUB S, EDWIN B, et al. Peri-firing compression in prevention of pancreatic fistula after distal pancreatectomy: a systematic review and a cohort study[J]. Scand JSurg, 2024, 113(2): 73-79. DOI: 10.1177/14574969231211084.
[4] [4] CALLERY M P, PRATT W B, KENT T S, et al. A prospectively validated clinical risk score accurately predicts pancreatic fistula after pancreatoduodenectomy[J]. J Am Coll Surg, 2013, 216(1): 1-14. DOI: 10.1016/j.jamcollsurg.2012.09.002.
[5] [5] ECKER B L, MCMILLAN M T, ALLEGRINI V, et al. Risk factors and mitigation strategies for pancreatic fistula after distal pancreatectomy: analysis of 2026 resections from the international, multi-institutional distal Pancreatectomy Study Group[J]. Ann Surg, 2019, 269(1): 143-149. DOI: 10.1097/SLA.0000000000002491.
[6] [6] MUNGROOP T H, VAN RIJSSEN L B, VAN KLAVEREN D, et al. Alternative fistula risk score for pancreatoduodenectomy (a-FRS): design and international external validation[J]. Annals Surg, 2019, 269(5): 937-943. DOI: 10.1097/SLA.0000000000002620.
[7] [7] TIAN X F, KUANG T T, DONG Y, et al. Prediction of pancreatic fistula after pancreatectomy by virtual touch tissue imaging and quantification (VTIQ) technology[J]. Pancreatology, 2021, 21(8): 1498-1505. DOI: 10.1016/j.pan.2021.09.008.
[8] [8] BAMBER J, COSGROVE D, DIETRICH C F, et al. EFSUMB guidelines and recommendations on the clinical use of ultrasound elastography: Part 1: basic principles and technology[J]. Ultraschall Med, 2013, 34(2): 169-184. DOI: 10.1055/s-0033-1335205.
[9] [9] KUWAHARA T, HIROOKA Y, KAWASHIMA H, et al. Quantitative evaluation of pancreatic tumor fibrosis using shear wave elastography[J]. Pancreatology, 2016, 16(6): 1063-1068. DOI: 10.1016/j.pan.2016.09.012.
[10] [10] MARASCO G, RICCI C, BUTTITTA F, et al. Is ultrasound elastography useful in predicting clinically relevant pancreatic fistula after pancreatic resection: a systematic review and meta-analysis[J]. Pancreas, 2020, 49(10): 1342-1347. DOI: 10.1097/MPA.0000000000001685.
[11] [11] TIAN X F, ZHANG L, LOU W H, et al. Application of ultrasound shear wave elastography in pre-operative and quantitative prediction of clinically relevant post-operative pancreatic fistula after pancreatectomy: a prospective study for the investigation of risk evaluation model[J]. Eur Radiol, 2023, 33(11): 7866-7876. DOI: 10.1007/s00330-023-09859-8.
[12] [12] TAJIMA Y, KAWABATA Y, HIRAHARA N. Preoperative imaging evaluation of pancreatic pathologies for the objective prediction of pancreatic fistula after pancreaticoduodenectomy[J]. Surg Today, 2018, 48(2): 140-150. DOI: 10.1007/s00595-017-1529-3.
[13] [13] SHIINA T, NIGHTINGALE K R, PALMERI M L, et al. WFUMB guidelines and recommendations for clinical use of ultrasound elastography: Part 1: basic principles and terminology[J]. Ultrasound Med Biol, 2015, 41(5): 1126-1147. DOI: 10.1016/j.ultrasmedbio.2015.03.009.
[14] [14] SCHRAMM D, WOHLGEMUTH W A, GUNTAU M, et al. Development of hemodynamically relevant acquired arterio-venous fistulae in patients with venous malformations[J]. Clin Hemorheol Microcirc, 2023, 83(3): 207-215. DOI: 10.3233/CH-221610.
[15] [15] CAPRETTI G, BONIFACIO C, DE PALMA C, et al. A machine learning risk model based on preoperative computed tomography scan to predict postoperative outcomes after pancreatoduodenectomy[J]. Updates Surg, 2022, 74(1): 235-243. DOI: 10.1007/s13304-021-01174-5.
[16] [16] SKAWRAN S M, KAMBAKAMBA P, BAESSLER B, et al. Can magnetic resonance imaging radiomics of the pancreas predict postoperative pancreatic fistula?[J/OL]. Eur J Radiol, 2021, 140: 109733[2024-03-15]. https://doi.org/10.1016/j.ejrad.2021.109733.
[17] [17] LIN Z, TANG B, CAI J, et al. Preoperative prediction of clinically relevant postoperative pancreatic fistula after pancreaticoduodenectomy[J/OL]. Eur J Radiol, 2021, 139: 109693[2024-03-15]. https://doi.org/10.1016/j.ejrad.2021.109693.
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CHENG Juan, DONG Yi, WANG Ying, XU Xinliang, WANG Wenping, LOU Wenhui. A modified prediction model for clinically relevant postoperative pancreatic fistula based on preoperative ultrasound radiomics[J]. Shanghai Medical Journal, 2025, 48(4): 199
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Received: Mar. 15, 2024
Accepted: Aug. 26, 2025
Published Online: Aug. 26, 2025
The Author Email: DONG Yi (drdaisydong@hotmail.com)