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Jethwa KR, Kim E, Berlin J, Anker CJ, Tchelebi L, Abood G, Hallemeier CL, Jabbour S, Kennedy T, Kumar R, Lee P, Sharma N, Small W, Williams V, Russo S. Executive Summary of the American Radium Society Appropriate Use Criteria for Neoadjuvant Therapy for Nonmetastatic Pancreatic Adenocarcinoma: Systematic Review and Guidelines. Am J Clin Oncol 2024; 47:185-199. [PMID: 38131628 DOI: 10.1097/coc.0000000000001076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
For patients with locoregionally confined pancreatic ductal adenocarcinoma (PDAC), margin-negative surgical resection is the only known curative treatment; however, the majority of patients are not operable candidates at initial diagnosis. Among patients with resectable disease who undergo surgery alone, the 5-year survival remains poor. Adjuvant therapies, including systemic therapy or chemoradiation, are utilized as they improve locoregional control and overall survival. There has been increasing interest in the use of neoadjuvant therapy to obtain early control of occult metastatic disease, allow local tumor response to facilitate margin-negative resection, and provide a test of time and biology to assist with the selection of candidates most likely to benefit from radical surgical resection. However, limited guidance exists regarding the relative effectiveness of treatment options. In this systematic review, the American Radium Society multidisciplinary gastrointestinal expert panel convened to develop Appropriate Use Criteria evaluating the evidence regarding neoadjuvant treatment for patients with PDAC, including surgery, systemic therapy, and radiotherapy, in terms of oncologic outcomes and quality of life. The evidence was assessed using the Population, Intervention, Comparator, Outcome, and Study (PICOS) design framework and "Preferred Reporting Items for Systematic Reviews and Meta-analyses" 2020 methodology. Eligible studies included phases 2 to 3 trials, meta-analyses, and retrospective analyses published between January 1, 2012 and December 30, 2022 in the Ovid Medline database. A summary of recommendations based on the available literature is outlined to guide practitioners in the management of patients with PDAC.
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Affiliation(s)
- Krishan R Jethwa
- Department of Radiation Oncology, Mayo Clinic College of Medicine, Rochester, MN
| | - Ed Kim
- Department of Radiation Oncology, University of Washington, Seattle, WA
| | - Jordan Berlin
- Department of Medicine, Division of Hematology-Oncology, Vanderbilt-Ingram Cancer Center, Nashville, TN
| | - Christopher J Anker
- Department of Radiation Oncology, University of Vermont Larner College of Medicine, Burlington, VT
| | - Leila Tchelebi
- Department of Radiation Oncology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead
| | | | | | | | - Timothy Kennedy
- Department of Surgery, Rutgers Cancer Institute, New Brunswick, NJ
| | - Rachit Kumar
- Department of Radiation Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Sibley Memorial Hospital, Washington DC
| | - Percy Lee
- Department of Radiation Oncology, City of Hope National Medical Center, Los Angeles, CA
| | - Navesh Sharma
- Department of Radiation Oncology, WellSpan Cancer Center, York, PA
| | - William Small
- Department of Radiation Oncology, Loyola University Stritch School of Medicine, Maywood, IL
| | - Vonetta Williams
- Department of Radiation Oncology, Memorial Sloan Kettering, New York, NY
| | - Suzanne Russo
- Department of Radiation Oncology, University Hospitals Cleveland, Case Western Reserve University School of Medicine, Cleveland, OH
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Kisivan K, Farkas A, Kovacs P, Glavak C, Lukacs G, Mahr K, Szabo Z, Csima MP, Gulyban A, Toth Z, Kaposztas Z, Lakosi F. Pancreatic SABR using peritumoral fiducials, triggered imaging and breath-hold. Pathol Oncol Res 2023; 29:1611456. [PMID: 38188611 PMCID: PMC10767757 DOI: 10.3389/pore.2023.1611456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/14/2023] [Indexed: 01/09/2024]
Abstract
Background: We aim to present our linear accelerator-based workflow for pancreatic stereotactic ablative radiotherapy (SABR) in order to address the following issues: intrafractional organ motion management, Cone Beam CT (CBCT) image quality, residual errors with dosimetric consequences, treatment time, and clinical results. Methods: Between 2016 and 2021, 14 patients with locally advanced pancreatic cancer were treated with induction chemotherapy and SABR using volumetric modulated arc therapy (VMAT). Internal target volume (ITV) concept (5), phase-gated (4), or breath hold (5) techniques were used. Treatment was verified by CBCT before and after irradiation, while tumor motion was monitored and controlled by kV triggered imaging and beam hold using peritumoral surgical clips. Beam interruptions and treatment time were recorded. The CBCT image quality was scored and supplemented by an agreement analysis (Krippendorff's-α) of breath-hold CBCT images to determine the position of OARs relative to the planning risk volumes (PRV). Residual errors and their dosimetry impact were also calculated. Progression free (PFS) and overall survival (OS) were assessed by the Kaplan-Meier analysis with acute and late toxicity reporting (CTCAEv4). Results: On average, beams were interrupted once (range: 0-3) per treatment session on triggered imaging. The total median treatment time was 16.7 ± 10.8 min, significantly less for breath-hold vs. phase-gated sessions (18.8 ± 6.2 vs. 26.5 ± 13.4, p < 0.001). The best image quality was achieved by breath hold CBCT. The Krippendorff's-α test showed a strong agreement among five radiation therapists (mean K-α value: 0.8 (97.5%). The mean residual errors were <0.2 cm in each direction resulting in an average difference of <2% in dosimetry for OAR and target volume. Two patients received offline adaptation. The median OS/PFS after induction chemotherapy and SABR was 20/12 months and 15/8 months. No Gr. ≥2 acute/late RT-related toxicity was noted. Conclusion: Linear accelerator based pancreatic SABR with the combination of CBCT and triggered imaging + beam hold is feasible. Peritumoral fiducials improve utility while breath-hold CBCT provides the best image quality at a reasonable treatment time with offline adaptation possibilities. In well-selected cases, it can be an effective alternative in clinics where CBCT/MRI-guided online adaptive workflow is not available.
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Affiliation(s)
- Katalin Kisivan
- Department of Radiotherapy, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Andrea Farkas
- Department of Radiotherapy, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Peter Kovacs
- Department of Radiotherapy, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Csaba Glavak
- Department of Radiotherapy, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Gabor Lukacs
- Department of Medical Oncology, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Karoly Mahr
- Department of Medical Oncology, Zala County Szent Raphael Hospital, Zalaegerszeg, Hungary
| | - Zsolt Szabo
- Department of Medical Oncology, Zala County Szent Raphael Hospital, Zalaegerszeg, Hungary
| | - Melinda Petone Csima
- Institute of Education, Hungarian University of Agricultural and Life Sciences, Gödöllő, Hungary
- Faculty of Health Sciences, University of Pecs, Pecs, Hungary
| | - Akos Gulyban
- Department of Medical Physics, Institut Jules Bordet, Brussels, Belgium
- Radiophysics and MRI Physics Laboratory, Université Libre De Bruxelles (ULB), Brussels, Belgium
| | - Zoltan Toth
- Medicopus Nonprofit Ltd., Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
- PET Center, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Zsolt Kaposztas
- Department of Surgery, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Ferenc Lakosi
- Department of Radiotherapy, Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
- Faculty of Health Sciences, University of Pecs, Pecs, Hungary
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Smart AC, Niemierko A, Wo JY, Ferrone CR, Tanabe KK, Lillemoe KD, Clark JW, Blaszkowsky LS, Allen JN, Weekes C, Ryan DP, Warshaw AL, Castillo CFD, Hong TS, Keane FK. Portal Vein or Superior Mesenteric Vein Thrombosis with Dose-Escalated Radiation for Borderline or Locally Advanced Pancreatic Cancer. J Gastrointest Surg 2023; 27:2464-2473. [PMID: 37578568 DOI: 10.1007/s11605-023-05796-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 07/29/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE Portal vein and superior mesenteric vein thrombosis (PVT/SMVT) are potentially morbid complications of radiation dose-escalated local therapy for pancreatic cancer. We retrospectively reviewed records for patients treated with and without intraoperative radiation (IORT) to identify risk factors for PVT/SMVT. METHODS Ninety-six patients with locally advanced or borderline resectable pancreatic adenocarcinoma received neoadjuvant therapy followed by surgical exploration from 2009 to 2014. Patients at risk for close or positive surgical margins received IORT boost to a biologically effective dose (BED10) > 100. Prognostic factors for PVT/SMVT were evaluated using competing risks regression. RESULTS Median follow-up was 79 months for surviving patients. Fifty-six patients (58%) received IORT. Twenty-nine patients (30%) developed PVT/SMVT at a median time of 18 months. On univariate competing risks regression, operative blood loss and venous repair with a vascular interposition graft, but not IORT dose escalation or diabetes history, were significantly associated with PVT/SMVT. The development of thrombosis in the absence of recurrence was significantly associated with a longstanding diabetes history, post-neoadjuvant treatment CA19-9, and operative blood loss. All 4 patients who underwent both IORT and vascular repair with a graft developed PVT/SMVT. PVT/SMVT in the absence of recurrence is not associated with significantly worsened overall survival but led to frequent medical interventions. CONCLUSIONS Approximately 30% of patients who underwent neoadjuvant chemoradiation for PDAC developed PVT/SMVT a median of 18 months following surgery. This was significantly associated with venous reconstruction with vascular grafts, but not with escalating radiation dose. PVT/SMVT in the absence of recurrence was associated with significant morbidity.
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Affiliation(s)
- Alicia C Smart
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Andrzej Niemierko
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Jennifer Y Wo
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | | | - Kenneth K Tanabe
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Keith D Lillemoe
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Jeffrey W Clark
- Division of Medical Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Lawrence S Blaszkowsky
- Division of Medical Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jill N Allen
- Division of Medical Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Colin Weekes
- Division of Medical Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - David P Ryan
- Division of Medical Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Andrew L Warshaw
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | | | - Theodore S Hong
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
| | - Florence K Keane
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA.
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Malla M, Fekrmandi F, Malik N, Hatoum H, George S, Goldberg RM, Mukherjee S. The evolving role of radiation in pancreatic cancer. Front Oncol 2023; 12:1060885. [PMID: 36713520 PMCID: PMC9875560 DOI: 10.3389/fonc.2022.1060885] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/22/2022] [Indexed: 01/13/2023] Open
Abstract
Pancreatic cancer is the fourth leading cause of cancer mortality in the United States. Chemotherapy in resectable pancreatic cancer has improved survival by 10-20%. It only converted 10-30% of the borderline resectable and locally advanced pancreatic cancers to be surgically resectable. Radiation therapy has a documented role in managing localized pancreatic cancer, more so for borderline and locally advanced pancreatic cancer, where it can potentially improve the resectability rate of a given neoadjuvant treatment. The role of radiation therapy in resected pancreatic cancer is controversial, but it is used routinely to treat positive margins after pancreatic cancer surgery. Radiation therapy paradigms continue to evolve with advancements in treatment modalities, delivery techniques, and combination approaches. Despite the advances, there continues to be a controversy on the role of radiation therapy in managing this disease. In this review article, we discuss the recent updates, delivery techniques, and motion management in radiation therapy and dissect the applicability of this therapy in pancreatic cancer.
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Affiliation(s)
- Midhun Malla
- West Virginia University Cancer Institute, Morgantown, WV, United States
| | - Fatemeh Fekrmandi
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Nadia Malik
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Hassan Hatoum
- Hematology/Oncology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Sagila George
- Hematology/Oncology, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | | | - Sarbajit Mukherjee
- Department of Medicine, GI Medical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States,*Correspondence: Sarbajit Mukherjee,
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Lee HI, Kang HC, Chie EK. Consolidatory ablative stereotactic body radiation therapy after induction chemotherapy for unresectable pancreatic cancer: A single center experience. Front Oncol 2022; 12:974454. [PMID: 36505838 PMCID: PMC9733675 DOI: 10.3389/fonc.2022.974454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 10/26/2022] [Indexed: 11/21/2022] Open
Abstract
Background and purpose Consolidatory radiotherapy in form of stereotactic body radiation therapy (SBRT) with an ablative dose following induction chemotherapy is emerging as a promising treatment scheme for unresectable pancreatic cancer. Outcomes of given treatment at a single center for contiguous patients with unresectable pancreatic cancer were evaluated to build the optimal treatment strategy. Materials and methods In this retrospective study, a total of 50 patients with unresectable pancreatic cancer who underwent induction chemotherapy and ablative dose SBRT were included. SBRT dose was 40-50 Gy in five fractions. Two strategies were adopted to adhere to the organs at risk (OAR) dose constraints: simultaneous integrated protection (SIP) technique and magnetic resonance (MR)-guided adaptive technique. Overall survival (OS) and local progression-free survival (LPFS) were calculated from the start date of SBRT. Results The median follow-up period for survivors was 21.1 months (range, 6.2-61.0 months). Eleven (22.0%) patients underwent resection after SBRT, which were all R0 resection. In patients with non-metastatic disease, the median OS was 26.5 months (range, 4.1-61.0 months), and the 1- and 3-year LPFS were 90.0% (95% confidence interval [CI], 72.0-96.7%) and 57.4% (95% CI, 31.7-76.4%), respectively. Patients with oligometastatic disease had inferior survival outcomes, but there was no survival difference among responders to induction chemotherapy. In the multivariable analysis, tumor size ≤4 cm, non-metastatic status, and good response to induction chemotherapy were associated with improved LPFS. In dosimetric analysis, GTV Dmin ≥50.5 Gy was the strongest prognosticator against local progression. Grade ≥3 adverse events occurred in two (4.0%) patients with non-adaptive RT, but none in patients with MR-guided adaptive RT. Conclusion Ablative dose SBRT following induction chemotherapy is an effective strategy for selected patients with unresectable pancreatic cancer. The SIP technique and MR-guided adaptive RT were attributed to minimizing the risk of adverse events. Further studies are needed to identify the best candidates for consolidatory SBRT in unresectable pancreatic cancer.
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Affiliation(s)
- Hye In Lee
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, South Korea
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, South Korea
| | - Hyun-Cheol Kang
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, South Korea
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, South Korea
| | - Eui Kyu Chie
- Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, South Korea
- Department of Radiation Oncology, Seoul National University Hospital, Seoul, South Korea
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, Seoul, South Korea
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Simoni N, Rossi G, Cellini F, Vitolo V, Orlandi E, Valentini V, Mazzarotto R, Sverzellati N, D'Abbiero N. Ablative Radiotherapy (ART) for Locally Advanced Pancreatic Cancer (LAPC): Toward a New Paradigm? Life (Basel) 2022; 12:life12040465. [PMID: 35454956 PMCID: PMC9025325 DOI: 10.3390/life12040465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 03/17/2022] [Indexed: 11/16/2022] Open
Abstract
Locally advanced pancreatic cancer (LAPC) represents a major urgency in oncology. Due to the massive involvement of the peripancreatic vessels, a curative-intent surgery is generally precluded. Historically, LAPC has been an indication for palliative systemic therapy. In recent years, with the introduction of intensive multi-agent chemotherapy regimens and aggressive surgical approaches, the survival of LAPC patients has significantly improved. In this complex and rapidly evolving scenario, the role of radiotherapy is still debated. The use of standard-dose conventional fractionated radiotherapy in LAPC has led to unsatisfactory oncological outcomes. However, technological advances in radiation therapy over recent years have definitively changed this paradigm. The use of ablative doses of radiotherapy, in association with image-guidance, respiratory organ-motion management, and adaptive protocols, has led to unprecedented results in terms of local control and survival. In this overview, principles, clinical applications, and current pitfalls of ablative radiotherapy (ART) as an emerging treatment option for LAPC are discussed.
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Affiliation(s)
- Nicola Simoni
- Radiotherapy Unit, Azienda Ospedaliera Universitaria, 43126 Parma, Italy
| | - Gabriella Rossi
- Department of Radiation Oncology, Azienda Ospedaliero Universitaria Integrata, 37126 Verona, Italy
| | - Francesco Cellini
- Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Roma, Italy
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, 00168 Roma, Italy
| | - Viviana Vitolo
- Radiation Oncology Clinical Department, National Center for Oncological Hadrontherapy (CNAO), 27100 Pavia, Italy
| | - Ester Orlandi
- Radiation Oncology Clinical Department, National Center for Oncological Hadrontherapy (CNAO), 27100 Pavia, Italy
| | - Vincenzo Valentini
- Radioterapia Oncologica ed Ematologia, Dipartimento Universitario Diagnostica per Immagini, Università Cattolica del Sacro Cuore, 00168 Roma, Italy
- Radioterapia Oncologica ed Ematologia, Dipartimento di Diagnostica per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, 00168 Roma, Italy
| | - Renzo Mazzarotto
- Department of Radiation Oncology, Azienda Ospedaliero Universitaria Integrata, 37126 Verona, Italy
| | - Nicola Sverzellati
- Division of Radiology, Azienda Ospedaliera Universitaria, 43126 Parma, Italy
| | - Nunziata D'Abbiero
- Radiotherapy Unit, Azienda Ospedaliera Universitaria, 43126 Parma, Italy
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Rossi G, Altabella L, Simoni N, Benetti G, Rossi R, Venezia M, Paiella S, Malleo G, Salvia R, Guariglia S, Bassi C, Cavedon C, Mazzarotto R. Computed tomography-based radiomic to predict resectability in locally advanced pancreatic cancer treated with chemotherapy and radiotherapy. World J Gastrointest Oncol 2022; 14:703-715. [PMID: 35321278 PMCID: PMC8919018 DOI: 10.4251/wjgo.v14.i3.703] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/06/2021] [Accepted: 02/13/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Surgical resection after neoadjuvant treatment is the main driver for improved survival in locally advanced pancreatic cancer (LAPC). However, the diagnostic performance of computed tomography (CT) imaging to evaluate the residual tumour burden at restaging after neoadjuvant therapy is low due to the difficulty in distinguishing neoplastic tissue from fibrous scar or inflammation. In this context, radiomics has gained popularity over conventional imaging as a complementary clinical tool capable of providing additional, unprecedented information regarding the intratumor heterogeneity and the residual neoplastic tissue, potentially serving in the therapeutic decision-making process.
AIM To assess the capability of radiomic features to predict surgical resection in LAPC treated with neoadjuvant chemotherapy and radiotherapy.
METHODS Patients with LAPC treated with intensive chemotherapy followed by ablative radiation therapy were retrospectively reviewed. One thousand six hundred and fifty-five radiomic features were extracted from planning CT inside the gross tumour volume. Both extracted features and clinical data contribute to create and validate the predictive model of resectability status. Patients were repeatedly divided into training and validation sets. The discriminating performance of each model, obtained applying a LASSO regression analysis, was assessed with the area under the receiver operating characteristic curve (AUC). The validated model was applied to the entire dataset to obtain the most significant features.
RESULTS Seventy-one patients were included in the analysis. Median age was 65 years and 57.8% of patients were male. All patients underwent induction chemotherapy followed by ablative radiotherapy, and 19 (26.8%) ultimately received surgical resection. After the first step of variable selections, a predictive model of resectability was developed with a median AUC for training and validation sets of 0.862 (95%CI: 0.792-0.921) and 0.853 (95%CI: 0.706-0.960), respectively. The validated model was applied to the entire dataset and 4 features were selected to build the model with predictive performance as measured using AUC of 0.944 (95%CI: 0.892-0.996).
CONCLUSION The present radiomic model could help predict resectability in LAPC after neoadjuvant chemotherapy and radiotherapy, potentially integrating clinical and morphological parameters in predicting surgical resection.
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Affiliation(s)
- Gabriella Rossi
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona 37126, Italy
| | - Luisa Altabella
- Department of Medical Physics, University of Verona Hospital Trust, Verona 37126, Italy
| | - Nicola Simoni
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona 37126, Italy
| | - Giulio Benetti
- Department of Medical Physics, University of Verona Hospital Trust, Verona 37126, Italy
| | - Roberto Rossi
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona 37126, Italy
| | - Martina Venezia
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona 37126, Italy
| | - Salvatore Paiella
- Department of General and Pancreatic Surgery, Pancreas Institute, University of Verona Hospital Trust, Verona 37126, Italy
| | - Giuseppe Malleo
- Department of General and Pancreatic Surgery, Pancreas Institute, University of Verona Hospital Trust, Verona 37126, Italy
| | - Roberto Salvia
- Department of General and Pancreatic Surgery, Pancreas Institute, University of Verona Hospital Trust, Verona 37126, Italy
| | - Stefania Guariglia
- Department of Medical Physics, University of Verona Hospital Trust, Verona 37126, Italy
| | - Claudio Bassi
- Department of General and Pancreatic Surgery, Pancreas Institute, University of Verona Hospital Trust, Verona 37126, Italy
| | - Carlo Cavedon
- Department of Medical Physics, University of Verona Hospital Trust, Verona 37126, Italy
| | - Renzo Mazzarotto
- Department of Radiation Oncology, University of Verona Hospital Trust, Verona 37126, Italy
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