CT Imaging Biomarkers Predict Clinical Outcomes After Pancreatic Cancer Surgery

This study aimed to determine whether changes in contrast-enhanced computed tomography (CT) parameters could predict postsurgery overall and progression-free survival (PFS) in pancreatic cancer patients. Seventy-nine patients with a final pathological diagnosis of pancreatic adenocarcinoma were incl...

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Published inMedicine (Baltimore) Vol. 95; no. 5; p. e2664
Main Authors Zhu, Liang, Shi, Xiaohua, Xue, Huadan, Wu, Huanwen, Chen, Ge, Sun, Hao, He, Yonglan, Jin, Zhengyu, Liang, Zhiyong, Zhang, Zhuoli
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Published United States The Authors. Published by Wolters Kluwer Health, Inc. All rights reserved 01.02.2016
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Abstract This study aimed to determine whether changes in contrast-enhanced computed tomography (CT) parameters could predict postsurgery overall and progression-free survival (PFS) in pancreatic cancer patients. Seventy-nine patients with a final pathological diagnosis of pancreatic adenocarcinoma were included in this study from June 2008 to August 2012. Dynamic contrast-enhanced (DCE) CT of tumors was obtained before curative-intent surgery. Absolute enhancement change (AEC) and relative enhancement change (REC) were evaluated on DCE-CT. PFS and overall survival (OS) were compared based on CT enhancement patterns. The markers of fibrogenic alpha-smooth muscle antigen (α-SMA) and periostin in tumor specimens were evaluated by immunohistochemical staining. The χ test was performed to determine whether CT enhancement patterns were associated with α-SMA-periostin expression levels (recorded as positive or negative). Lower REC (<0.9) was associated with shorter PFS (HR 0.51, 95% CI: 0.31-0.89) and OS (HR 0.44, 95% CI: 0.25-0.78). The α-SMA and periostin expression level were negatively correlated with REC (both P = 0). Among several CT enhancement parameters, REC was the best predictor of patient postsurgery survival. Low REC was associated with a short progression-free time and poor survival. The pathological studies suggested that REC might be a reflection of cancer fibrogenic potential.
AbstractList This study aimed to determine whether changes in contrast-enhanced computed tomography (CT) parameters could predict postsurgery overall and progression-free survival (PFS) in pancreatic cancer patients. Seventy-nine patients with a final pathological diagnosis of pancreatic adenocarcinoma were included in this study from June 2008 to August 2012. Dynamic contrast-enhanced (DCE) CT of tumors was obtained before curative-intent surgery. Absolute enhancement change (AEC) and relative enhancement change (REC) were evaluated on DCE-CT. PFS and overall survival (OS) were compared based on CT enhancement patterns. The markers of fibrogenic alpha-smooth muscle antigen (α-SMA) and periostin in tumor specimens were evaluated by immunohistochemical staining. The χ test was performed to determine whether CT enhancement patterns were associated with α-SMA-periostin expression levels (recorded as positive or negative). Lower REC (<0.9) was associated with shorter PFS (HR 0.51, 95% CI: 0.31-0.89) and OS (HR 0.44, 95% CI: 0.25-0.78). The α-SMA and periostin expression level were negatively correlated with REC (both P = 0). Among several CT enhancement parameters, REC was the best predictor of patient postsurgery survival. Low REC was associated with a short progression-free time and poor survival. The pathological studies suggested that REC might be a reflection of cancer fibrogenic potential.
This study aimed to determine whether changes in contrast-enhanced computed tomography (CT) parameters could predict postsurgery overall and progression-free survival (PFS) in pancreatic cancer patients. Seventy-nine patients with a final pathological diagnosis of pancreatic adenocarcinoma were included in this study from June 2008 to August 2012. Dynamic contrast-enhanced (DCE) CT of tumors was obtained before curative-intent surgery. Absolute enhancement change (AEC) and relative enhancement change (REC) were evaluated on DCE-CT. PFS and overall survival (OS) were compared based on CT enhancement patterns. The markers of fibrogenic alpha-smooth muscle antigen (α-SMA) and periostin in tumor specimens were evaluated by immunohistochemical staining. The χ 2 test was performed to determine whether CT enhancement patterns were associated with α-SMA-periostin expression levels (recorded as positive or negative). Lower REC (<0.9) was associated with shorter PFS (HR 0.51, 95% CI: 0.31–0.89) and OS (HR 0.44, 95% CI: 0.25–0.78). The α-SMA and periostin expression level were negatively correlated with REC (both P  = 0). Among several CT enhancement parameters, REC was the best predictor of patient postsurgery survival. Low REC was associated with a short progression-free time and poor survival. The pathological studies suggested that REC might be a reflection of cancer fibrogenic potential.
Author Wu, Huanwen
Liang, Zhiyong
Chen, Ge
Jin, Zhengyu
Zhu, Liang
Shi, Xiaohua
Xue, Huadan
Sun, Hao
He, Yonglan
Zhang, Zhuoli
AuthorAffiliation From the Department of Radiology (LZ, HX, HS, YH, ZJ); Department of Pathology (XS, HW, ZL); Department of Surgery, Peking Union Medical College Hospital (GC), Beijing, China; Department of Radiology, Northwestern University, Chicago, IL (ZZ); and Tianjin Key Laboratory of Cardiovascular Remodeling and Target Organ Injury, Pingjin Hospital Heart Center, Tianjin, China (ZZ)
AuthorAffiliation_xml – name: From the Department of Radiology (LZ, HX, HS, YH, ZJ); Department of Pathology (XS, HW, ZL); Department of Surgery, Peking Union Medical College Hospital (GC), Beijing, China; Department of Radiology, Northwestern University, Chicago, IL (ZZ); and Tianjin Key Laboratory of Cardiovascular Remodeling and Target Organ Injury, Pingjin Hospital Heart Center, Tianjin, China (ZZ)
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Cites_doi 10.1007/s00535-009-0013-2
10.1097/00000658-199603000-00007
10.3748/wjg.v17.i7.867
10.1007/s00534-013-0595-1
10.1002/(SICI)1096-9896(200006)191:2<154::AID-PATH603>3.0.CO;2-C
10.1023/A:1025317410568
10.1002/cncr.24918
10.1148/radiol.11101133
10.1016/j.pan.2013.01.008
10.1038/modpathol.2008.77
10.1007/s00261-008-9460-0
10.1016/j.ejrad.2015.05.005
10.1593/neo.81618
10.1007/s00268-008-9807-2
10.1097/MPA.0b013e3181bd5cfa
10.1097/MPA.0b013e3181dbc583
10.1007/s11605-009-0969-5
10.1007/s11605-011-1687-3
10.1245/s10434-013-2886-9
10.1007/s00261-009-9579-7
10.1007/s11605-007-0243-7
10.1016/j.ejrad.2013.12.016
10.1186/1471-230X-14-16
10.1158/0008-5472.CAN-12-3180
10.1016/j.ultrasmedbio.2009.06.1100
10.1053/j.gastro.2007.01.031
10.1148/radiol.2452061749
10.4137/CIN.S11496
10.3748/wjg.v9.i9.2100
10.1159/000320711
10.1002/bjs.4484
10.1007/s00261-012-9953-8
10.3748/wjg.15.4305
10.1097/SLA.0b013e31821fd334
10.1148/rg.276075034
10.3748/wjg.15.3114
10.1159/000161009
10.1158/0008-5472.CAN-12-4601
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References Hattori (R10-49-20210309) 2010; 39
Tatsumoto (R26-49-20210309) 2013; 38
Fukukura (R15-49-20210309) 2014; 83
Mace (R40-49-20210309) 2013; 73
Fujita (R32-49-20210309) 2010; 39
Masamune (R22-49-20210309) 2009; 44
Duner (R39-49-20210309) 2010; 10
Hashimoto (R11-49-20210309) 2011; 15
Yoon (R9-49-20210309) 2011; 259
Wang (R37-49-20210309) 2003; 83
Pongprasobchai (R4-49-20210309) 2008; 8
Luttges (R35-49-20210309) 2000; 191
Wagner (R17-49-20210309) 2004; 91
Conlon (R2-49-20210309) 1996; 223
Hata (R14-49-20210309) 2010; 35
Gleason (R31-49-20210309) 2013; 12
Brennan (R8-49-20210309) 2007; 27
Yamada (R12-49-20210309) 2010; 35
D’Onofrio (R25-49-20210309) 2009; 35
Fukushima (R23-49-20210309) 2008; 21
Simons (R5-49-20210309) 2010; 116
Ueda (R29-49-20210309) 2009; 33
Chiang (R30-49-20210309) 2009; 15
Erkan (R18-49-20210309) 2013; 13
Kato (R6-49-20210309) 2013; 20
Erkan (R19-49-20210309) 2009; 11
Sharma (R3-49-20210309) 2011; 17
Hartwig (R7-49-20210309) 2011; 254
Wang (R27-49-20210309) 2003; 9
You (R33-49-20210309) 2009; 13
Hattori (R13-49-20210309) 2009; 15
Erkan (R20-49-20210309) 2007; 132
House (R34-49-20210309) 2007; 11
Sahmoun (R1-49-20210309) 2003; 18
Kozono (R38-49-20210309) 2013; 73
Katz (R36-49-20210309) 2013; 20
Yanaga (R28-49-20210309) 2007; 245
Takumi (R16-49-20210309) 2015; 84
Scialpi (R24-49-20210309) 2014; 14
31265559 - Medicine (Baltimore). 2016 Apr 18;95(15):e29ce
References_xml – volume: 44
  start-page: 249
  year: 2009
  ident: R22-49-20210309
  article-title: Signal transduction in pancreatic stellate cells
  publication-title: J Gastroenterol
  doi: 10.1007/s00535-009-0013-2
– volume: 223
  start-page: 273
  year: 1996
  ident: R2-49-20210309
  article-title: Long-term survival after curative resection for pancreatic ductal adenocarcinoma. Clinicopathologic analysis of 5-year survivors
  publication-title: Ann Surg
  doi: 10.1097/00000658-199603000-00007
– volume: 17
  start-page: 867
  year: 2011
  ident: R3-49-20210309
  article-title: Advances in diagnosis, treatment and palliation of pancreatic carcinoma: 1990–2010
  publication-title: World J Gastroenterol
  doi: 10.3748/wjg.v17.i7.867
– volume: 20
  start-page: 601
  year: 2013
  ident: R6-49-20210309
  article-title: Clinical features and treatment outcome of borderline resectable pancreatic head/body cancer: a multi-institutional survey by the Japanese Society of Pancreatic Surgery
  publication-title: J Hepatobiliary Pancreat Sci
  doi: 10.1007/s00534-013-0595-1
– volume: 191
  start-page: 154
  year: 2000
  ident: R35-49-20210309
  article-title: The grade of pancreatic ductal carcinoma is an independent prognostic factor and is superior to the immunohistochemical assessment of proliferation
  publication-title: J Pathol
  doi: 10.1002/(SICI)1096-9896(200006)191:2<154::AID-PATH603>3.0.CO;2-C
– volume: 18
  start-page: 801
  year: 2003
  ident: R1-49-20210309
  article-title: International variation in pancreatic cancer mortality for the period 1955–1998
  publication-title: Eur J Epidemiol
  doi: 10.1023/A:1025317410568
– volume: 116
  start-page: 1681
  year: 2010
  ident: R5-49-20210309
  article-title: Progress for resectable pancreatic [corrected] cancer?: a population-based assessment of US practices
  publication-title: Cancer
  doi: 10.1002/cncr.24918
– volume: 259
  start-page: 442
  year: 2011
  ident: R9-49-20210309
  article-title: Small (</=20 mm) pancreatic adenocarcinomas: analysis of enhancement patterns and secondary signs with multiphasic multidetector
  publication-title: CT Radiology
  doi: 10.1148/radiol.11101133
– volume: 13
  start-page: 106
  year: 2013
  ident: R18-49-20210309
  article-title: The role of pancreatic stellate cells in pancreatic cancer
  publication-title: Pancreatology
  doi: 10.1016/j.pan.2013.01.008
– volume: 21
  start-page: 1044
  year: 2008
  ident: R23-49-20210309
  article-title: Periostin deposition in the stroma of invasive and intraductal neoplasms of the pancreas
  publication-title: Mod Pathol
  doi: 10.1038/modpathol.2008.77
– volume: 35
  start-page: 172
  year: 2010
  ident: R14-49-20210309
  article-title: Fibrous stroma and vascularity of pancreatic carcinoma: correlation with enhancement patterns on CT
  publication-title: Abdom Imaging
  doi: 10.1007/s00261-008-9460-0
– volume: 84
  start-page: 1436
  year: 2015
  ident: R16-49-20210309
  article-title: Pancreatic neuroendocrine tumors: correlation between the contrast-enhanced computed tomography features and the pathological tumor grade
  publication-title: Eur J Radiol
  doi: 10.1016/j.ejrad.2015.05.005
– volume: 11
  start-page: 497
  year: 2009
  ident: R19-49-20210309
  article-title: Cancer-stellate cell interactions perpetuate the hypoxia-fibrosis cycle in pancreatic ductal adenocarcinoma
  publication-title: Neoplasia
  doi: 10.1593/neo.81618
– volume: 33
  start-page: 104
  year: 2009
  ident: R29-49-20210309
  article-title: Prognostic factors after resection of pancreatic cancer
  publication-title: World J Surg
  doi: 10.1007/s00268-008-9807-2
– volume: 39
  start-page: e48
  year: 2010
  ident: R32-49-20210309
  article-title: Evaluation of the prognostic factors and significance of lymph node status in invasive ductal carcinoma of the body or tail of the pancreas
  publication-title: Pancreas
  doi: 10.1097/MPA.0b013e3181bd5cfa
– volume: 83
  start-page: 1882
  year: 2003
  ident: R37-49-20210309
  article-title: The correlation study of CT enhancement, intratumoral microvessel density and pathological grades in pancreatic carcinoma
  publication-title: Zhonghua Yi Xue Za Zhi
– volume: 39
  start-page: 1263
  year: 2010
  ident: R10-49-20210309
  article-title: Poorly enhanced areas of pancreatic adenocarcinomas on late-phase dynamic computed tomography: comparison with pathological findings
  publication-title: Pancreas
  doi: 10.1097/MPA.0b013e3181dbc583
– volume: 13
  start-page: 1699
  year: 2009
  ident: R33-49-20210309
  article-title: Prognostic factors and adjuvant chemoradiation therapy after pancreaticoduodenectomy for pancreatic adenocarcinoma
  publication-title: J Gastrointest Surg
  doi: 10.1007/s11605-009-0969-5
– volume: 15
  start-page: 2193
  year: 2011
  ident: R11-49-20210309
  article-title: Dual-phase computed tomography for assessment of pancreatic fibrosis and anastomotic failure risk following pancreatoduodenectomy
  publication-title: J Gastrointest Surg
  doi: 10.1007/s11605-011-1687-3
– volume: 20
  start-page: 2787
  year: 2013
  ident: R36-49-20210309
  article-title: Borderline resectable pancreatic cancer: need for standardization and methods for optimal clinical trial design
  publication-title: Ann Surg Oncol
  doi: 10.1245/s10434-013-2886-9
– volume: 35
  start-page: 163
  year: 2010
  ident: R12-49-20210309
  article-title: Pancreatic adenocarcinoma versus chronic pancreatitis: differentiation with triple-phase helical CT
  publication-title: Abdom Imaging
  doi: 10.1007/s00261-009-9579-7
– volume: 11
  start-page: 1549
  year: 2007
  ident: R34-49-20210309
  article-title: Prognostic significance of pathologic nodal status in patients with resected pancreatic cancer
  publication-title: J Gastrointest Surg
  doi: 10.1007/s11605-007-0243-7
– volume: 83
  start-page: 612
  year: 2014
  ident: R15-49-20210309
  article-title: Contrast-enhanced CT and diffusion-weighted MR imaging: performance as a prognostic factor in patients with pancreatic ductal adenocarcinoma
  publication-title: Eur J Radiol
  doi: 10.1016/j.ejrad.2013.12.016
– volume: 14
  start-page: 16
  year: 2014
  ident: R24-49-20210309
  article-title: Detection of small (</=2 cm) pancreatic adenocarcinoma and surrounding parenchyma: correlations between enhancement patterns at triphasic MDCT and histologic features
  publication-title: BMC Gastroenterol
  doi: 10.1186/1471-230X-14-16
– volume: 73
  start-page: 2345
  year: 2013
  ident: R38-49-20210309
  article-title: Pirfenidone inhibits pancreatic cancer desmoplasia by regulating stellate cells
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-12-3180
– volume: 35
  start-page: 1929
  year: 2009
  ident: R25-49-20210309
  article-title: Resectable pancreatic adenocarcinoma: is the enhancement pattern at contrast-enhanced ultrasonography a pre-operative prognostic factor?
  publication-title: Ultrasound Med Biol
  doi: 10.1016/j.ultrasmedbio.2009.06.1100
– volume: 132
  start-page: 1447
  year: 2007
  ident: R20-49-20210309
  article-title: Periostin creates a tumor-supportive microenvironment in the pancreas by sustaining fibrogenic stellate cell activity
  publication-title: Gastroenterology
  doi: 10.1053/j.gastro.2007.01.031
– volume: 245
  start-page: 475
  year: 2007
  ident: R28-49-20210309
  article-title: Pancreas: patient body weight tailored contrast material injection protocol versus fixed dose protocol at dynamic CT
  publication-title: Radiology
  doi: 10.1148/radiol.2452061749
– volume: 12
  start-page: 103
  year: 2013
  ident: R31-49-20210309
  article-title: Prognostic estimator of survival for patients with localized and extended pancreatic ductal adenocarcinoma
  publication-title: Cancer Inform
  doi: 10.4137/CIN.S11496
– volume: 9
  start-page: 2100
  year: 2003
  ident: R27-49-20210309
  article-title: Correlation of CT enhancement, tumor angiogenesis and pathologic grading of pancreatic carcinoma
  publication-title: World J Gastroenterol
  doi: 10.3748/wjg.v9.i9.2100
– volume: 10
  start-page: 673
  year: 2010
  ident: R39-49-20210309
  article-title: Pancreatic cancer: the role of pancreatic stellate cells in tumor progression
  publication-title: Pancreatology
  doi: 10.1159/000320711
– volume: 91
  start-page: 586
  year: 2004
  ident: R17-49-20210309
  article-title: Curative resection is the single most important factor determining outcome in patients with pancreatic adenocarcinoma
  publication-title: Br J Surg
  doi: 10.1002/bjs.4484
– volume: 38
  start-page: 358
  year: 2013
  ident: R26-49-20210309
  article-title: Pancreatic neuroendocrine neoplasm: correlation between computed tomography enhancement patterns and prognostic factors of surgical and endoscopic ultrasound-guided fine-needle aspiration biopsy specimens
  publication-title: Abdom Imaging
  doi: 10.1007/s00261-012-9953-8
– volume: 15
  start-page: 4305
  year: 2009
  ident: R30-49-20210309
  article-title: Prognostic analysis of patients with pancreatic head adenocarcinoma less than 2 cm undergoing resection
  publication-title: World J Gastroenterol
  doi: 10.3748/wjg.15.4305
– volume: 254
  start-page: 311
  year: 2011
  ident: R7-49-20210309
  article-title: Pancreatic cancer surgery in the new millennium: better prediction of outcome
  publication-title: Ann Surg
  doi: 10.1097/SLA.0b013e31821fd334
– volume: 27
  start-page: 1653
  year: 2007
  ident: R8-49-20210309
  article-title: Comprehensive preoperative assessment of pancreatic adenocarcinoma with 64-section volumetric CT
  publication-title: Radiographics
  doi: 10.1148/rg.276075034
– volume: 15
  start-page: 3114
  year: 2009
  ident: R13-49-20210309
  article-title: Enhancement patterns of pancreatic adenocarcinoma on conventional dynamic multi-detector row CT: correlation with angiogenesis and fibrosis
  publication-title: World J Gastroenterol
  doi: 10.3748/wjg.15.3114
– volume: 8
  start-page: 587
  year: 2008
  ident: R4-49-20210309
  article-title: Long-term survival and prognostic indicators in small (< or =2 cm) pancreatic cancer
  publication-title: Pancreatology
  doi: 10.1159/000161009
– volume: 73
  start-page: 3007
  year: 2013
  ident: R40-49-20210309
  article-title: Pancreatic cancer-associated stellate cells promote differentiation of myeloid-derived suppressor cells in a STAT3-dependent manner
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-12-4601
– reference: 31265559 - Medicine (Baltimore). 2016 Apr 18;95(15):e29ce
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Snippet This study aimed to determine whether changes in contrast-enhanced computed tomography (CT) parameters could predict postsurgery overall and progression-free...
SourceID pubmedcentral
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SubjectTerms Adenocarcinoma - diagnostic imaging
Adenocarcinoma - mortality
Adenocarcinoma - surgery
Adult
Aged
Aged, 80 and over
Biomarkers
China - epidemiology
Contrast Media
Diagnostic Accuracy Study
Female
Humans
Image Processing, Computer-Assisted
Iohexol - analogs & derivatives
Male
Middle Aged
Pancreatic Neoplasms - diagnostic imaging
Pancreatic Neoplasms - mortality
Pancreatic Neoplasms - surgery
Retrospective Studies
Tomography, X-Ray Computed
Title CT Imaging Biomarkers Predict Clinical Outcomes After Pancreatic Cancer Surgery
URI https://ovidsp.ovid.com/ovidweb.cgi?T=JS&NEWS=n&CSC=Y&PAGE=fulltext&D=ovft&AN=00005792-201602020-00049
https://www.ncbi.nlm.nih.gov/pubmed/26844495
https://www.proquest.com/docview/1762969064
https://pubmed.ncbi.nlm.nih.gov/PMC4748912
Volume 95
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