Skip to main content

Advertisement

Log in

Predictors of conversion surgery in patients with pancreatic cancer who underwent neoadjuvant or palliative FOLFIRINOX treatment using baseline and follow-up CT

  • Pancreas
  • Published:
Abdominal Radiology Aims and scope Submit manuscript

Abstract

Purpose

We aimed to evaluate the predictive factors of conversion surgery in pancreatic adenocarcinoma (PAC) after neoadjuvant or palliative FOLFIRINOX using baseline and follow-up CT.

Methods

We retrospectively included 189 patients who had undergone more than 4 cycles of FOLFIRINOX. We reviewed baseline CT (B-CT), 1st follow-up CT (1st-CT), and the preoperative or last follow-up CT (L-CT) and determined tumor size changes according to the Response Evaluation Criteria in Solid Tumors (RECIST 1.1). Extra-pancreatic perineural invasion (EPNI) and resectability using NCCN 2019 guideline were evaluated. Subgroup analysis by baseline resectability was performed.

Results

B-CT included resectable (n = 25, 23.2%), borderline (n = 55, 29.1%), locally advanced (n = 44, 23.3%), and metastatic (n = 65, 34.4%) PAC. Seventy-four patients had undergone surgery (39.2%) with an 83.8% (62/74) R0 resection. For operability, resectable status at L-CT (hazard ratio (HR) 65.5; 95% confidence interval (CI) 5.0–865; P = 0.002), RECIST (partial response) at 1st-CT (HR 3.6; 95% CI 1.1–11.7; P = 0.032), and baseline borderline resectability (HR 8.6; 95% CI 1.6–46.4; P = 0.013) were important predictors. Based on a size reduction cut-off of 22.2%, the area under the receiver operating characteristic (ROC) curve (Az) was 0.761 (sensitivity = 70.3%, specificity = 74.8%). In subgroup analysis, RECIST (partial response) at 1st-CT was a significant predictor of locally advanced PAC (HR 32; 95% CI 4.5–227, P 0.001), and the optimal cut-off was 22.2% (Az = 0.914; sensitivity = 100%, specificity = 75%). Baseline tumor size (\(>\) 4 cm) (HR 5.6, 95% CI 1.3–24.3, P = 0.022) and unresectable status at 1st-CT (HR 4.8, 95% CI 1.1–20.6, P = 0.035) were significantly associated with margin-positive resection.

Conclusion

Both baseline and follow-up CT findings are useful to predict conversion surgery for PAC after FOLFIRINOX.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

Availability of data and materials

We declared that materials described in the manuscript, including all relevant raw data, will be freely available to any scientist wishing to use them for non-commercial purposes, without breaching participant confidentiality.

Code availability

All softwares used during the study appear in the submitted article; No code was generated or used during the study.

Abbreviations

PAC:

Pancreatic adenocarcinoma

FOLFIRINOX:

5-Fluorouracil/leucovorin/irinotecan/oxaliplatin

RECIST:

Response evaluation criteria in solid tumors

EPNI:

Extra-pancreatic perineural invasion

NCCN:

National Comprehensive Cancer Network

ROC:

Receiver operating characteristic

References

  1. Huang J, Lok V, Ngai CH et al (2021) Worldwide Burden of, Risk Factors for, and Trends in Pancreatic Cancer. Gastroenterology 160:744-754

    Article  Google Scholar 

  2. Berger AC, Meszoely IM, Ross EA, Watson JC, Hoffman JP (2004) Undetectable preoperative levels of serum CA 19-9 correlate with improved survival for patients with resectable pancreatic adenocarcinoma. Ann Surg Oncol 11:644-649

    Article  Google Scholar 

  3. White RR, Lowy AM (2017) Clinical Management: Resectable Disease. Cancer J 23:343-349

    Article  Google Scholar 

  4. Gemenetzis G, Groot VP, Blair AB et al (2019) Survival in Locally Advanced Pancreatic Cancer After Neoadjuvant Therapy and Surgical Resection. Ann Surg 270:340-347

    Article  Google Scholar 

  5. Satoi S, Yamaue H, Kato K et al (2013) Role of adjuvant surgery for patients with initially unresectable pancreatic cancer with a long-term favorable response to non-surgical anti-cancer treatments: results of a project study for pancreatic surgery by the Japanese Society of Hepato-Biliary-Pancreatic Surgery. J Hepatobiliary Pancreat Sci 20:590-600

    Article  Google Scholar 

  6. Michelakos T, Pergolini I, Castillo CF et al (2019) Predictors of Resectability and Survival in Patients With Borderline and Locally Advanced Pancreatic Cancer who Underwent Neoadjuvant Treatment With FOLFIRINOX. Ann Surg 269:733-740

    Article  Google Scholar 

  7. Dhir M, Malhotra GK, Sohal DPS et al (2017) Neoadjuvant treatment of pancreatic adenocarcinoma: a systematic review and meta-analysis of 5520 patients. World J Surg Oncol 15:183

    Article  Google Scholar 

  8. Conroy T, Desseigne F, Ychou M et al (2011) FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer. N Engl J Med 364:1817-1825

    Article  CAS  Google Scholar 

  9. Von Hoff DD, Ervin T, Arena FP et al (2013) Increased survival in pancreatic cancer with nab-paclitaxel plus gemcitabine. N Engl J Med 369:1691-1703

    Article  Google Scholar 

  10. Petrelli F, Coinu A, Borgonovo K et al (2015) FOLFIRINOX-based neoadjuvant therapy in borderline resectable or unresectable pancreatic cancer: a meta-analytical review of published studies. Pancreas 44:515-521

    Article  CAS  Google Scholar 

  11. Yoshitomi H, Takano S, Furukawa K, Takayashiki T, Kuboki S, Ohtsuka M (2019) Conversion surgery for initially unresectable pancreatic cancer: current status and unresolved issues. Surg Today 49:894-906

    Article  Google Scholar 

  12. Hank T, Strobel O (2019) Conversion Surgery for Advanced Pancreatic Cancer. J Clin Med 8:1945–1963

  13. Yeh R, Dercle L, Garg I, Wang ZJ, Hough DM, Goenka AH (2018) The Role of 18F-FDG PET/CT and PET/MRI in Pancreatic Ductal Adenocarcinoma. Abdom Radiol (NY) 43:415-434

    Article  Google Scholar 

  14. Chen BB, Tien YW, Chang MC et al (2018) Multiparametric PET/MR imaging biomarkers are associated with overall survival in patients with pancreatic cancer. Eur J Nucl Med Mol Imaging 45:1205-1217

    Article  CAS  Google Scholar 

  15. Rhee H, Park M-S (2021) The Role of Imaging in Current Treatment Strategies for Pancreatic Adenocarcinoma. Korean J Radiol 22:23-40

    Article  Google Scholar 

  16. Catalano C, Laghi A, Fraioli F et al (2003) Pancreatic carcinoma: the role of high-resolution multislice spiral CT in the diagnosis and assessment of resectability. Eur Radiol 13:149-156

    Article  Google Scholar 

  17. Olivié D, Lepanto L, Billiard JS, Audet P, Lavallée JM (2007) Predicting resectability of pancreatic head cancer with multi-detector CT. Surgical and pathologic correlation. Jop 8:753-758

    PubMed  Google Scholar 

  18. Kim YE, Park MS, Hong HS et al (2009) Effects of neoadjuvant combined chemotherapy and radiation therapy on the CT evaluation of resectability and staging in patients with pancreatic head cancer. Radiology 250:758-765

    Article  Google Scholar 

  19. Morgan DE, Waggoner CN, Canon CL et al (2010) Resectability of pancreatic adenocarcinoma in patients with locally advanced disease downstaged by preoperative therapy: a challenge for MDCT. AJR Am J Roentgenol 194:615-622

    Article  Google Scholar 

  20. Tempero MA, Malafa MP, Chiorean EG et al (2019) Pancreatic Adenocarcinoma, Version 1.2019. J Natl Compr Canc Netw 17:202-210

    Article  Google Scholar 

  21. Eisenhauer EA, Therasse P, Bogaerts J et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228-247

    Article  CAS  Google Scholar 

  22. Chang ST, Jeffrey RB, Patel BN et al (2016) Preoperative Multidetector CT Diagnosis of Extrapancreatic Perineural or Duodenal Invasion Is Associated with Reduced Postoperative Survival after Pancreaticoduodenectomy for Pancreatic Adenocarcinoma: Preliminary Experience and Implications for Patient Care. Radiology 281:816-825

    Article  Google Scholar 

  23. Byun Y, Han Y, Kang JS et al (2019) Role of surgical resection in the era of FOLFIRINOX for advanced pancreatic cancer. J Hepatobiliary Pancreat Sci 26:416-425

    Article  Google Scholar 

  24. Al-Hawary MM, Francis IR, Chari ST et al (2014) Pancreatic Ductal Adenocarcinoma Radiology Reporting Template: Consensus Statement of the Society of Abdominal Radiology and the American Pancreatic Association. Radiology 270:248-260

    Article  Google Scholar 

  25. Koo TK, Li MY (2016) A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. J Chiropr Med 15:155-163

    Article  Google Scholar 

  26. Assifi MM, Lu X, Eibl G, Reber HA, Li G, Hines OJ (2011) Neoadjuvant therapy in pancreatic adenocarcinoma: a meta-analysis of phase II trials. Surgery 150:466-473

    Article  Google Scholar 

  27. Janssen QP, Buettner S, Suker M et al (2019) Neoadjuvant FOLFIRINOX in Patients With Borderline Resectable Pancreatic Cancer: A Systematic Review and Patient-Level Meta-Analysis. J Natl Cancer Inst 111:782-794

    Article  Google Scholar 

  28. Hackert T, Sachsenmaier M, Hinz U et al (2016) Locally Advanced Pancreatic Cancer: Neoadjuvant Therapy With Folfirinox Results in Resectability in 60% of the Patients. Ann Surg 264:457-463

    Article  Google Scholar 

  29. Takahashi C, Shridhar R, Harris CL et al (2018) Adjuvant therapy for margin positive pancreatic cancer. Journal of Clinical Oncology 36:390-390

    Article  Google Scholar 

  30. Katz MH, Fleming JB, Bhosale P et al (2012) Response of borderline resectable pancreatic cancer to neoadjuvant therapy is not reflected by radiographic indicators. Cancer 118:5749-5756

    Article  Google Scholar 

  31. Wagner M, Antunes C, Pietrasz D et al (2017) CT evaluation after neoadjuvant FOLFIRINOX chemotherapy for borderline and locally advanced pancreatic adenocarcinoma. Eur Radiol 27:3104-3116

    Article  Google Scholar 

  32. Chakraborty S, Singh S (2013) Surgical resection improves survival in pancreatic cancer patients without vascular invasion- a population based study. Ann Gastroenterol 26:346-352

    PubMed  PubMed Central  Google Scholar 

  33. Gharibi A, Adamian Y, Kelber JA (2016) Cellular and molecular aspects of pancreatic cancer. Acta Histochem 118:305-316

    Article  CAS  Google Scholar 

  34. Hong SB, Lee SS, Kim JH et al (2018) Pancreatic Cancer CT: Prediction of Resectability according to NCCN Criteria. Radiology 289:710-718

    Article  Google Scholar 

  35. Mochizuki K, Gabata T, Kozaka K et al (2010) MDCT findings of extrapancreatic nerve plexus invasion by pancreas head carcinoma: correlation with en bloc pathological specimens and diagnostic accuracy. Eur Radiol 20:1757-1767

    Article  Google Scholar 

  36. Liebig C, Ayala G, Wilks JA, Berger DH, Albo D (2009) Perineural invasion in cancer: a review of the literature. Cancer 115:3379-3391

    Article  CAS  Google Scholar 

  37. Windsor JA, Barreto SG (2017) The concept of 'borderline resectable' pancreatic cancer: limited foundations and limited future? J Gastrointest Oncol 8:189-193

    Article  Google Scholar 

  38. Hopper KD, Kasales CJ, Eggli KD et al (1996) The impact of 2D versus 3D quantitation of tumor bulk determination on current methods of assessing response to treatment. J Comput Assist Tomogr 20:930-937

    Article  CAS  Google Scholar 

  39. Feng M, Balter JM, Normolle D et al (2009) Characterization of pancreatic tumor motion using cine MRI: surrogates for tumor position should be used with caution. Int J Radiat Oncol Biol Phys 74:884-891

    Article  Google Scholar 

Download references

Funding

The authors did not receive support from any organization for the submitted work.

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization, Methodology, Supervision, Writing—review & editing: JHK. Methodology, Formal analysis, Writing—original draft: S-JP. Conceptualization, Methodology, Data curation, Investigation, Writing–review: IJ and JKH.

Corresponding author

Correspondence to Jung Hoon Kim.

Ethics declarations

Conflict of interest

The authors have no relevant financial or non-financial interests to disclose.

Ethical approval

This study was approved by Institutional Review Board of Seoul National University Hospital ((IRB No. 2005-122-1124) and written informed consent was waived. This study was in accordance with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.

Informed consent

Written informed consent was waived by Institutional Review Board of Seoul National University Hospital due to retrospective design of the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 21 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Park, SJ., Kim, J.H., Joo, I. et al. Predictors of conversion surgery in patients with pancreatic cancer who underwent neoadjuvant or palliative FOLFIRINOX treatment using baseline and follow-up CT. Abdom Radiol 46, 4765–4778 (2021). https://doi.org/10.1007/s00261-021-03127-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00261-021-03127-3

Keywords

Navigation