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Pathak P, Hacker-Prietz A, Myneni R, Zheng L, He J, Fishman EK, Zaheer A, Narang AK. Implementation of structured radiology reporting and its associated accuracy in comparison to pancreas multi-disciplinary clinic expert radiology review. Abdom Radiol (NY) 2025; 50:2270-2279. [PMID: 39532733 DOI: 10.1007/s00261-024-04646-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/16/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE To evaluate the feasibility of implementation of structured reporting in the setting of a high-volume pancreatic multidisciplinary clinic (PMDC) and to assess its value by comparing the accuracy of structured reports with expert imaging reviews. METHODS A single institutional prospective cohort study was conducted during March 2022 to May 2024 to understand the feasibility of implementation of structured reporting (SR) for all patients who were seen in our weekly PMDC. Descriptive and regression analyses were performed to find an association between SR and difference in vascular involvement of the primary pancreatic tumor between the radiology report and expert radiologist review (gold standard) during PMDC. RESULTS Among 466 patients seen in the PMDC, 426 (91.4%) had reports generated prior to PMDC. Of this, 294 reports met the inclusion criteria. The usage of SR increased from 58.3% in Mar 2022 to 87.8% in June 2024. Majority of the reports that used SR (n = 226, 76.9%), were performed for initial staging (n = 197, 67.0%) of PC. The median years of experience of reading radiologists that used non-SR was 14 (IQR: 8-27) years, while it was 9 (IQR - 9-15) years for those who used SR (p = 0.030). Of note, as compared to the radiology report, increased vascular involvement was noted in PMDC review 62.5% (20 out of 32) of the time with non-SRs, whereas increased vascular involvement during PMDC review was noted in only 36.6% (48 out of 132) of the time with SRs. On multivariable analysis, using SR lowered the odds of increase in vascular involvement during PMDC review by 0.29 times (95CIs 0.11-0.79; p = 0.015). CONCLUSION SR is feasible and superior to the free-text reporting with respect to the accuracy of peri-pancreatic vascular involvement. While its use cannot replace the PMDC radiology review, it can nonetheless be an indispensable tool in clinical management, particularly in a non-PMDC setting.
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Affiliation(s)
- Priya Pathak
- Department of Radiation Oncology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Amy Hacker-Prietz
- Department of Radiation Oncology, Johns Hopkins Kimmel Cancer Center, Baltimore, USA
| | - Revathi Myneni
- Department of Radiation Oncology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Lei Zheng
- Department of Medical Oncology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Jin He
- Department of Surgical Oncology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Elliot K Fishman
- Department of Radiology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins School of Medicine, Baltimore, USA
| | - Amol K Narang
- Department of Radiation Oncology, Johns Hopkins School of Medicine, Baltimore, USA.
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Yasrab M, Thakker S, Wright MJ, Ahmed T, He J, Wolfgang CL, Chu LC, Weiss MJ, Kawamoto S, Johnson PT, Fishman EK, Javed AA. Factors associated with radiological misstaging of pancreatic ductal adenocarcinoma: A retrospective observational study. Curr Probl Diagn Radiol 2024; 53:458-463. [PMID: 38522966 DOI: 10.1067/j.cpradiol.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 03/06/2024] [Indexed: 03/26/2024]
Abstract
PURPOSE Accurate staging of disease is vital in determining appropriate care for patients with pancreatic ductal adenocarcinoma (PDAC). It has been shown that the quality of scans and the experience of a radiologist can impact computed tomography (CT) based assessment of disease. The aim of the current study was to evaluate the impact of the rereading of outside hospital (OH) CT by an expert radiologist and a repeat pancreatic protocol CT (PPCT) on staging of disease. METHODS Patients evaluated at the our institute's pancreatic multidisciplinary clinic (2006 to 2014) with OH scan and repeat PPCT performed within 30 days were included. In-house radiologists staged disease using OH scans and repeat PPCT, and factors associated with misstaging were determined. RESULTS The study included 100 patients, with a median time between OH scan and PPCT of 19 days (IQR: 13-23 days.) Stage migration was mostly accounted for by upstaging of disease (58.8 % to 83.3 %) in all comparison groups. When OH scans were rereviewed, 21.5 % of the misstaging was due to missed metastases, however, when rereads were compared to the PPCT, occult metastases accounted for the majority of misstaged patients (62.5 %). Potential factors associated with misstaging were primarily related to imaging technique. CONCLUSION A repeat PPCT results in increased detection of metastatic disease that rereviews of OH scans may otherwise miss. Accessible insurance coverage for repeat PPCT imaging even within 30 days of an OH scan could help optimize delivery of care and alleviate burdens associated with misstaging.
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Affiliation(s)
- Mohammad Yasrab
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sameer Thakker
- Department of Surgery, New York University Langone Hospital, NYU Langone Health, New York City, NY, USA
| | - Michael J Wright
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Taha Ahmed
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jin He
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher L Wolfgang
- Department of Surgery, New York University Langone Hospital, NYU Langone Health, New York City, NY, USA
| | - Linda C Chu
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Matthew J Weiss
- Department of Surgery, Northwell Health, Lake Success, NY, USA
| | - Satomi Kawamoto
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Pamela T Johnson
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elliot K Fishman
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ammar A Javed
- Department of Surgery, New York University Langone Hospital, NYU Langone Health, New York City, NY, USA.
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Noda Y, Ando T, Kaga T, Yamda N, Seko T, Ishihara T, Kawai N, Miyoshi T, Ito A, Naruse T, Hyodo F, Kato H, Kambadakone AR, Matsuo M. Pancreatic cancer detection with dual-energy CT: diagnostic performance of 40 keV and 70 keV virtual monoenergetic images. LA RADIOLOGIA MEDICA 2024; 129:677-686. [PMID: 38512626 DOI: 10.1007/s11547-024-01806-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 02/14/2024] [Indexed: 03/23/2024]
Abstract
PURPOSE To compare the diagnostic performance of 40 keV and 70 keV virtual monoenergetic images (VMIs) generated from dual-energy CT in the detection of pancreatic cancer. METHODS This retrospective study included patients who underwent pancreatic protocol dual-energy CT from January 2019 to August 2022. Four radiologists (1-11 years of experience), who were blinded to the final diagnosis, independently and randomly interpreted 40 keV and 70 keV VMIs and graded the presence or absence of pancreatic cancer. For each image set (40 keV and 70 keV VMIs), the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy were calculated. The diagnostic performance of each image set was compared using generalized estimating equations. RESULTS Overall, 137 patients (median age, 71 years; interquartile range, 63-78 years; 77 men) were included. Among them, 62 patients (45%) had pathologically proven pancreatic cancer. The 40 keV VMIs had higher specificity (75% vs. 67%; P < .001), PPV (76% vs. 71%; P < .001), and accuracy (85% vs. 81%; P = .001) than the 70 keV VMIs. On the contrary, 40 keV VMIs had lower sensitivity (96% vs. 98%; P = .02) and NPV (96% vs. 98%; P = .004) than 70 keV VMIs. However, the diagnostic confidence in patients with (P < .001) and without (P = .001) pancreatic cancer was improved in 40 keV VMIs than in 70 keV VMIs. CONCLUSIONS The 40 keV VMIs showed better diagnostic performance in diagnosing pancreatic cancer than the 70 keV VMIs, along with higher reader confidence.
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Affiliation(s)
- Yoshifumi Noda
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan.
| | - Tomohiro Ando
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Tetsuro Kaga
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Nao Yamda
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Takuya Seko
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Takuma Ishihara
- Innovative and Clinical Research Promotion Center, Gifu University Hospital, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Nobuyuki Kawai
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Toshiharu Miyoshi
- Department of Radiology Services, Gifu University Hospital, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Akio Ito
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Takuya Naruse
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Fuminori Hyodo
- Center for One Medicine Innovative Translational Research (COMIT), Institute for Advanced Study, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
- Department of Pharmacology, Graduate School of Medicine, Gifu University, Gifu, Japan
| | - Hiroki Kato
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
| | - Avinash R Kambadakone
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, White 270, Boston, MA, 02114, USA
| | - Masayuki Matsuo
- Department of Radiology, Gifu University, 1-1 Yanagido, Gifu, 501-1194, Japan
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Barbisan CC, Andres MP, Torres LR, Libânio BB, Torres US, D'Ippolito G, Racy DJ, Abrao MS. Structured MRI reporting increases completeness of radiological reports and requesting physicians' satisfaction in the diagnostic workup for pelvic endometriosis. Abdom Radiol (NY) 2021; 46:3342-3353. [PMID: 33625575 DOI: 10.1007/s00261-021-02966-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/13/2021] [Accepted: 01/16/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE MRI plays an important role in the diagnosis and surgical planning of pelvic endometriosis (PE), and imaging reports should contain all relevant information (completeness). As structured reports are being increasingly utilized, we aimed to evaluate whether structured MRI reporting increases the quality of reports regarding completeness and, consequently, their perceived value by gynecologists, in comparison to free-text reports. We also aimed to compare the diagnostic performance of both formats. METHODS We retrospectively included 28 consecutive women with histologically proven PE who underwent MRI within one month before surgery. Two abdominal radiologists (Rd1/Rd2, 3y/12y experience), blinded to clinical and surgical data, individually elaborated free-text reports and, four months later, structured reports. Completeness (defined as description of six key anatomical sites deemed essential for surgical planning in a consensus of four-blinded external experts) and diagnostic performance (sensitivity and specificity) by site (histology as reference) were compared between reports using the McNemar test. The satisfaction of gynecologists was compared using the marginal homogeneity test. RESULTS Structured reporting increased completeness for both Rd1 (rectosigmoid, retrocervical/uterosacral ligament, vagina, and ureter) and Rd2 (vagina, ureter, and bladder) (p < 0.05), without compromising sensitivity or specificity at any of the evaluated sites. Gynecologists' satisfaction was superior with structured reports in most comparisons. CONCLUSION Structured MRI reports perform better in fully documenting essential features of PE and are similar in terms of diagnostic performance, therefore having higher potential for surgical planning. Gynecologists found them easier to assess and were more satisfied with the information provided by structured reports.
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Affiliation(s)
| | - Marina Paula Andres
- BP- A Beneficência Portuguesa de São Paulo, São Paulo, Brazil
- Disciplina de Ginecologia, Departamento de Obstetrícia E Ginecologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua São Sebastião, 550, São Paulo, SP, 04708-001, Brazil
| | - Lucas R Torres
- BP- A Beneficência Portuguesa de São Paulo, São Paulo, Brazil
- Grupo Fleury, São Paulo, Brazil
| | - Bruna B Libânio
- BP- A Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | - Ulysses S Torres
- Grupo Fleury, São Paulo, Brazil
- Universidade Federal de São Paulo, São Paulo, Brazil
| | - Giuseppe D'Ippolito
- Grupo Fleury, São Paulo, Brazil
- Universidade Federal de São Paulo, São Paulo, Brazil
| | - Douglas J Racy
- BP- A Beneficência Portuguesa de São Paulo, São Paulo, Brazil
| | - Mauricio Simões Abrao
- BP- A Beneficência Portuguesa de São Paulo, São Paulo, Brazil.
- Disciplina de Ginecologia, Departamento de Obstetrícia E Ginecologia, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Rua São Sebastião, 550, São Paulo, SP, 04708-001, Brazil.
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Le O, Javadi S, Bhosale PR, Koay EJ, Katz MH, Sun J, Yang W, Tamm EP. CT features predictive of nodal positivity at surgery in pancreatic cancer patients following neoadjuvant therapy in the setting of dual energy CT. Abdom Radiol (NY) 2021; 46:2620-2627. [PMID: 33471129 DOI: 10.1007/s00261-020-02917-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/10/2020] [Accepted: 12/12/2020] [Indexed: 01/19/2023]
Abstract
PURPOSE Evaluate utility of dual energy CT iodine material density images to identify preoperatively nodal positivity in pancreatic cancer patients who underwent neoadjuvant therapy. METHODS This IRB approved retrospective study evaluated 62 patients between 2012 and 2016 with proven pancreatic ductal adenocarcinoma, who underwent neoadjuvant therapy, tumor resection and both baseline and preoperative assessment with pancreatic multiphasic rapid switching dual energy CT. Three radiologists in consensus identified on imaging nodes > 0.5 cm in short axis, evaluated nodal morphology, size and on each phase density in HU, and concentrations on iodine material density images normalized to the aorta. RESULTS Of 62 patients, 33 were N0, 20 N1, and 9 N2. Total of 145 lymph nodes were evaluated, with average number of nodes per anatomic site ranging from 1.3 (body tumors) to 5 (uncinate) versus average of 24 and 30 nodes recovered respectively at surgery. Most (N = 44) were pancreatic head tumors. For all patients, regardless of site of primary tumor, the minimum measured iodine value of all of a patient's measured nodes taken as a group on preoperative studies, as normalized to the aorta, was significant at P = 0.041 value in differentiating N0 from N1/2 and ROC analysis showed an AUC of 0.67. With a cutoff of 0.2857, sensitivity was 0.78 and specificity was 0.58, with values < 0.2857 indicative of N1/2. Node morphology and changes in nodal size weren't statistically significant. CONCLUSION The dual energy based minimum normalized iodine value of all nodes in the surgical field on preoperative studies has modest utility in differentiating N0 from N1/2, and generally outperformed conventional features for identifying nodal metastases.
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Affiliation(s)
- Ott Le
- Department of Abdominal Radiology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Sanaz Javadi
- Department of Abdominal Radiology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Priya R Bhosale
- Department of Abdominal Radiology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Eugene J Koay
- Department of Radiation Oncology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Matthew H Katz
- Division of Surgical Oncology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Jia Sun
- Division of Biostatistics, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Wei Yang
- Department of Breast Imaging, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - Eric P Tamm
- Department of Abdominal Radiology, MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA.
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Kaissis G, Braren R. Pancreatic cancer detection and characterization-state of the art cross-sectional imaging and imaging data analysis. Transl Gastroenterol Hepatol 2019; 4:35. [PMID: 31231702 DOI: 10.21037/tgh.2019.05.04] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 05/07/2019] [Indexed: 12/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) represents a deadly disease, prognosticated to become the 2nd most common cause of cancer related death in the western world by 2030. State of the art radiologic high-resolution cross-sectional imaging by computed tomography (CT) and magnetic resonance imaging (MRI) represent advanced techniques for early lesion detection, pre-therapeutic patient staging and therapy response monitoring. In light of molecular taxonomies currently under development, the implementation of advanced imaging data post-processing pipelines and the integration of imaging and clinical data for the development of risk assessment and clinical decision support tools are required. This review will present the current state of cross-sectional radiologic imaging and image post-processing related to PDAC.
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Affiliation(s)
- Georgios Kaissis
- Institute of Diagnostic and Interventional Radiology, Faculty of Medicine, Technical University of Munich, Translational Oncology and Quantitative Imaging/Data Science Laboratory, Munich, Germany
| | - Rickmer Braren
- Institute of Diagnostic and Interventional Radiology, Faculty of Medicine, Technical University of Munich, Translational Oncology and Quantitative Imaging/Data Science Laboratory, Munich, Germany
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Bowman AW, Bolan CW. MRI evaluation of pancreatic ductal adenocarcinoma: diagnosis, mimics, and staging. Abdom Radiol (NY) 2019; 44:936-949. [PMID: 29967986 DOI: 10.1007/s00261-018-1686-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The radiologist's role in the evaluation of pancreatic ductal adenocarcinoma remains critical in the management of this deadly disease. Imaging plays a vital role in the diagnosis and staging of pancreatic cancer. Although CT is more commonly used for staging pancreatic cancer, MR is increasingly playing an important role in this regard. In our institution, all pancreatic malignancies undergo staging with MRI. In this pictoral essay, we illustrate the MR imaging features of pancreatic ductal adenocarcinoma and its mimics, and we also discuss pearls and pitfalls in MR staging of pancreatic carcinoma.
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Affiliation(s)
- Andrew W Bowman
- Department of Radiology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA.
| | - Candice W Bolan
- Department of Radiology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
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