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Javed AA, Habib A, Mahmud O, Fatimi AS, Grewal M, Mughal N, He J, Wolfgang CL, Daamen L, Besselink MG. Prognostic factors in localized pancreatic ductal adenocarcinoma after neoadjuvant therapy and resection: a systematic review and meta-analysis. J Natl Cancer Inst 2025; 117:840-867. [PMID: 39563429 DOI: 10.1093/jnci/djae294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/29/2024] [Accepted: 11/06/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Prognostic markers for overall survival in resected pancreatic ductal adenocarcinoma are well established but remain unclear following neoadjuvant therapy. This systematic review and meta-analysis aimed to determine factors associated with overall survival following neoadjuvant therapy in resected pancreatic ductal adenocarcinoma. METHODS The PubMed, Embase, Scopus, Web of Science, and Cochrane CENTRAL databases were systematically searched from January 2010 until May 2024. Studies that reported univariable and multivariable hazard ratios were included if patients underwent neoadjuvant therapy and resection for localized pancreatic ductal adenocarcinoma. Study quality assessment was performed using the Newcastle-Ottawa scale. Meta-analysis was performed using generic inverse-variance random-effects models. RESULTS Among 2208 unique articles identified by the search, 92 were included in the meta-analysis. Of these, 85 were of "good" and 7 of "poor" quality. The neoadjuvant therapy regimen was described in 84 studies of which 62 included patients treated with FOLFIRINOX. Margin status, nodal disease, American Joint Committee on Cancer (AJCC) T-stage, and normalization of cancer antigen 19-9 (CA19-9) after neoadjuvant therapy were prognostic for overall survival, whereas age, sex, perineural invasion, baseline tumor size, and baseline CA19-9 were not. The test for subgroup differences between ypN substages was not statistically significant in the multivariable model. Neoadjuvant FOLFIRINOX was associated with better survival than other regimens. CONCLUSIONS This meta-analysis identified margin status, nodal disease, AJCC T-stage, and normalization of CA19-9 after neoadjuvant therapy as prognostic factors for overall survival in patients with resected localized pancreatic ductal adenocarcinoma following neoadjuvant therapy.
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Affiliation(s)
- Ammar A Javed
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam 1007 MB, the Netherlands
- Cancer Center Amsterdam, Amsterdam 1007 MB, the Netherlands
| | - Alyssar Habib
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Omar Mahmud
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Medical College, Aga Khan University, Karachi 74800, Pakistan
| | - Asad Saulat Fatimi
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Medical College, Aga Khan University, Karachi 74800, Pakistan
| | - Mahip Grewal
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Nabiha Mughal
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Jin He
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD 21205, United States
| | - Christopher L Wolfgang
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Lois Daamen
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht 3508 GA, the Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam 1007 MB, the Netherlands
- Cancer Center Amsterdam, Amsterdam 1007 MB, the Netherlands
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2
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Zhu L, Shen S, Wang H, Zhang G, Yin X, Shi X, Gao S, Han J, Ren Y, Wang J, Jiang H, Guo S, Jin G. A neoadjuvant therapy compatible prognostic staging for resected pancreatic ductal adenocarcinoma. BMC Cancer 2023; 23:790. [PMID: 37612635 PMCID: PMC10463422 DOI: 10.1186/s12885-023-11181-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/14/2023] [Indexed: 08/25/2023] Open
Abstract
OBJECTIVE To improve prediction, the AJCC staging system was revised to be consistent with upfront surgery (UFS) and neoadjuvant therapy (NAT) for PDAC. BACKGROUND The AJCC staging system was designed for patients who have had UFS for PDAC, and it has limited predictive power for patients receiving NAT. METHODS We examined 146 PDAC patients who had resection after NAT and 1771 who had UFS at Changhai Hospital between 2012 and 2021. The clinicopathological factors were identified using Cox proportional regression analysis, and the Neoadjuvant Therapy Compatible Prognostic (NATCP) staging was developed based on these variables. Validation was carried out in the prospective NAT cohort and the SEER database. The staging approach was compared to the AJCC staging system regarding predictive accuracy. RESULTS The NAT cohort's multivariate analysis showed that tumor differentiation and the number of positive lymph nodes independently predicted OS. The NATCP staging simplified the AJCC stages, added tumor differentiation, and restaged the disease based on the Kaplan-Meier curve survival differences. The median OS for NATCP stages IA, IB, II, and III was 31.7 months, 25.0 months, and 15.8 months in the NAT cohort and 30.1 months, 22.8 months, 18.3 months, and 14.1 months in the UFS cohort. Compared to the AJCC staging method, the NATCP staging system performed better and was verified in the validation cohort. CONCLUSIONS Regardless of the use of NAT, NATCP staging demonstrated greater predictive abilities than the existing AJCC staging approach for resected PDAC and may facilitate clinical decision-making based on accurate prediction of patients' OS.
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Affiliation(s)
- Lingyu Zhu
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Shuo Shen
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Huan Wang
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Guoxiao Zhang
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Xiaoyi Yin
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Xiaohan Shi
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Suizhi Gao
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Jiawei Han
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Yiwei Ren
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Jian Wang
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China
| | - Hui Jiang
- Department of Pathology, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China.
| | - Shiwei Guo
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China.
| | - Gang Jin
- Department of Pancreatic Hepatobiliary Surgery, Changhai Hospital, Naval Medical University, NO. 168 Changhai Road, Yangpu District, Shanghai, China.
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Maggino L, Malleo G, Crippa S, Belfiori G, Bannone E, Lionetto G, Gasparini G, Nobile S, Luchini C, Mattiolo P, Schiavo-Lena M, Doglioni C, Scarpa A, Ferrone C, Bassi C, Fernández-Del Castillo C, Falconi M, Salvia R. Pathological staging in postneoadjuvant pancreatectomy for pancreatic cancer: implications for adjuvant therapy. Br J Surg 2023; 110:973-982. [PMID: 37260079 DOI: 10.1093/bjs/znad146] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 03/15/2023] [Accepted: 04/30/2023] [Indexed: 06/02/2023]
Abstract
BACKGROUND It is unclear whether pathological staging is significant prognostically and can inform the delivery of adjuvant therapy after pancreatectomy preceded by neoadjuvant therapy. METHODS This multicentre retrospective study included patients who underwent pancreatectomy for pancreatic ductal adenocarcinoma after neoadjuvant treatment at two Italian centres between 2013 and 2017. T and N status were assigned in accordance with the seventh and eighth editions of the AJCC staging system, as well as according to a modified system with T status definition combining extrapancreatic invasion and tumour size. Patients were then stratified by receipt of adjuvant therapy. Survival analysis and multivariable interaction analysis of adjuvant therapy with pathological parameters were performed. The results were validated in an external cohort from the USA. RESULTS The developmental set consisted of 389 patients, with a median survival of 34.6 months. The modified staging system displayed the best prognostic stratification and the highest discrimination (C-index 0.763; 1-, 2- and 3-year time-dependent area under the curve (AUC) 0.746, 0.722, and 0.705; Uno's AUC 0.710). Overall, 67.0 per cent of patients received adjuvant therapy. There was no survival difference by receipt of adjuvant therapy (35.0 versus 36.0 months; P = 0.772). After multivariable adjustment, interaction analysis suggested a benefit of adjuvant therapy for patients with nodal metastases or with tumours larger than 2 cm with extrapancreatic extension, regardless of nodal status. These results were confirmed in the external cohort of 216 patients. CONCLUSION Modified staging with a T status definition combining extrapancreatic invasion and tumour size is associated with better prognostic segregation after postneoadjuvant pancreatectomy. This system allows identification of patients who might benefit from adjuvant therapy.
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Affiliation(s)
- Laura Maggino
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
| | - Giuseppe Malleo
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
| | - Stefano Crippa
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Giulio Belfiori
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Elisa Bannone
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
| | - Gabriella Lionetto
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Giulia Gasparini
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Sara Nobile
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
| | - Claudio Luchini
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona Hospital Trust, Verona, Italy
| | - Paola Mattiolo
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona Hospital Trust, Verona, Italy
| | - Marco Schiavo-Lena
- Division of Pathology, Pancreas Translational and Clinical Research Centre, Vita-Salute University, San Raffaele Scientific Institute, Milan, Italy
| | - Claudio Doglioni
- Division of Pathology, Pancreas Translational and Clinical Research Centre, Vita-Salute University, San Raffaele Scientific Institute, Milan, Italy
| | - Aldo Scarpa
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona Hospital Trust, Verona, Italy
| | - Cristina Ferrone
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Claudio Bassi
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
| | | | - Massimo Falconi
- Unit of Pancreatic Surgery, Pancreas Translational and Clinical Research Centre, San Raffaele Scientific Institute, Vita-Salute University, Milan, Italy
| | - Roberto Salvia
- Unit of Pancreatic Surgery, University of Verona Hospital Trust, Verona, Italy
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Sohn AJ, Taherian M, Katz MHG, Prakash LR, Chatterjee D, Wang H, Kim M, Tzeng CWD, Lee JE, Ikoma N, Rashid A, Wolff RA, Zhao D, Koay EJ, Sun R, Maitra A, Wang H. Integrated Pathologic Score Effectively Stratifies Patients With Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreaticoduodenectomy. Am J Surg Pathol 2023; 47:421-430. [PMID: 36746143 PMCID: PMC10023386 DOI: 10.1097/pas.0000000000002013] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Neoadjuvant therapy is increasingly used to treat patients with pancreatic ductal adenocarcinoma (PDAC). Pathologic parameters of treated PDAC, including tumor (ypT) and lymph node (ypN) stage, and tumor response grading (TRG) are important prognostic factors in this group of patients. To our knowledge, a multifactorial prognostic score combining pathologic features including ypT, ypN, and TRG in treated PDAC patients has not been reported. Our cohort consisted of 398 PDAC patients who received neoadjuvant therapy and underwent pancreaticoduodenectomy at our institution. All pancreaticoduodenectomy specimens were grossly and microscopically evaluated using a standard protocol. The integrated pathologic score (IPS) was calculated as the sum of the scores for ypT, ypN, and TRG according to either the MD Anderson grading system (IPSMDA) or the College of American Pathologists (CAP) grading system (IPSCAP). The IPSMDA and IPSCAP were correlated with clinicopathologic parameters and patient survival. Using either IPSMDA or IPSCAP, PDAC patients were stratified into 3 distinct prognostic groups for both disease-free survival (DFS) ( P <0.001) and overall survival (OS) ( P <0.001). The IPSMDA and IPSCAP correlated with tumor differentiation, margin status, the American Joint Committee on Cancer (AJCC) stage, and tumor recurrence ( P <0.05). In multivariate analysis, IPSMDA, IPSCAP, margin status, and tumor differentiation were independent prognostic factors for both DFS ( P <0.05) and OS ( P <0.05). However, patients with AJCC stage IB, IIA, or IIB disease had no significant difference in either DFS or OS ( P >0.05). The IPS appears to provide improved prognostic information compared with AJCC staging for preoperatively treated patients with PDAC.
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Affiliation(s)
- Aaron J Sohn
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mehran Taherian
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew HG Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Laura R Prakash
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Deyali Chatterjee
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hua Wang
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Naruhiko Ikoma
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Asif Rashid
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert A Wolff
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dan Zhao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eugene J Koay
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ryan Sun
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anirban Maitra
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Huamin Wang
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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5
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Bao D, Zhao Y, Liu Z, Xu H, Zhang Y, Yuan M, Li L, Lin M, Zhao X, Luo D. Magnetic resonance imaging-based radiomics model for predicting radiation-induced temporal lobe injury in nasopharyngeal carcinoma after intensity-modulated radiotherapy. Head Neck 2022; 44:2842-2853. [PMID: 36161397 DOI: 10.1002/hed.27200] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/21/2022] [Accepted: 09/09/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND To develop a model based on magnetic resonance imaging (MRI) radiomics and clinical features for predicting radiation-induced temporal lobe injury (RTLI) in patients with nasopharyngeal carcinoma (NPC) after intensity-modulated radiotherapy (IMRT). METHODS Two hundred and sixteen patients with NPC were retrospectively included. Radiomics features were extracted and selected. The logistic regression analysis was performed for prediction models construction. The area under the receiver operating characteristic curve (AUC) was calculated for performance evaluation. RESULTS Three radiomics features were selected to construct the radiomics signature (AUC of 0.94 and 0.92). The clinical-radiomics model, integrating radiomics signature with T classification, achieved higher predictive performance in the training and validation cohorts (AUC of 0.95 and 0.93), as well as improved accuracy of the classification of RTLI outcomes (net reclassification improvement: 0.711; 95% CI: 0.57-0.86; p < 0.001). CONCLUSIONS The clinical-radiomics model and radiomics signature both showed great performance in predicting RTLI in patients with NPC.
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Affiliation(s)
- Dan Bao
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanfeng Zhao
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhou Liu
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Haijun Xu
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ya Zhang
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Meng Yuan
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lin Li
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Meng Lin
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xinming Zhao
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Dehong Luo
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
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Bakhshwin A, Allende DS. The Histopathology of Neoadjuvant-Treated (NAT) Pancreatic Ductal Adenocarcinoma. Surg Pathol Clin 2022; 15:511-528. [PMID: 36049833 DOI: 10.1016/j.path.2022.05.010] [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] [Indexed: 06/15/2023]
Abstract
Examination of pancreatic ductal adenocarcinoma after NAT with the intent of diagnosis and outcome prediction remains a challenging task. The lack of a uniform approach to macroscopically assess these cases along with variations in sampling adds to the complexity. Several TRG systems have been proposed to correlate with an overall survival. In clinical practice, most of these TRG schemes have shown low level of interobserver agreement arguing for a need of larger studies and more innovative ways to assess outcome in this population.
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Affiliation(s)
- Ahmed Bakhshwin
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L1-360-R11, Cleveland, OH 44195, USA. https://twitter.com/Ahmed_Bakhshwin
| | - Daniela S Allende
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L25, Cleveland, OH 44195, USA.
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