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Choi WH, Han EJ, O JH, Choi EK, Choi JI, Park G, Choi BO, Jeon YW, Min GJ, Cho SG. Prognostic Value of FDG PET/CT in Patients with Nodal Peripheral T-Cell Lymphoma. Diagnostics (Basel) 2023; 13:2834. [PMID: 37685372 PMCID: PMC10487142 DOI: 10.3390/diagnostics13172834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 08/27/2023] [Accepted: 08/30/2023] [Indexed: 09/10/2023] Open
Abstract
This study evaluated the prognostic significance of FDG PET/CT in patients with nodal peripheral T-cell lymphoma (PTCL). We retrospectively reviewed patients with histologically confirmed nodal PTCL who underwent FDG PET/CT at baseline, after three cycles of first-line chemotherapy (interim), and at the end of therapy. Response was assessed visually using the Deauville 5-point scale (D5PS); scores of 1, 2, and 3 were considered PET-negative, and scores of 4 and 5 were considered PET-positive. The associations between FDG PET/CT findings and survival were assessed using Cox regression analysis. A total of 79 patients (44 males and 35 females; median age 56 years) were included in this study. In response assessment, 17 (22%) had an interim PET-positive result and 10 (13%) had an end-of-therapy PET-positive result. During a median follow-up of 50 months, 37 patients (47%) presented with disease progression and 30 patients (38%) died. The estimated 5-year progression-free survival (PFS) and overall survival (OS) were 57% and 64%, respectively. An interim PET-positive result was the only significant indicator of PFS. Higher International Prognostic Index and end-of-therapy PET-positive result were significant independent prognostic factors of OS. Interim and end-of-therapy FDG PET/CT responses based on D5PS are meaningful in predicting the outcomes of patients with nodal PTCL.
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Affiliation(s)
- Woo Hee Choi
- Division of Nuclear Medicine, Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.H.C.); (J.H.O.); (E.K.C.)
| | - Eun Ji Han
- Division of Nuclear Medicine, Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.H.C.); (J.H.O.); (E.K.C.)
| | - Joo Hyun O
- Division of Nuclear Medicine, Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.H.C.); (J.H.O.); (E.K.C.)
| | - Eun Kyoung Choi
- Division of Nuclear Medicine, Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (W.H.C.); (J.H.O.); (E.K.C.)
| | - Joon-Il Choi
- Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
| | - Gyeongsin Park
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
| | - Byung-Ock Choi
- Department of Radiation Oncology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea;
| | - Young-Woo Jeon
- Department of Hematology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (Y.-W.J.); (G.-J.M.); (S.-G.C.)
| | - Gi-June Min
- Department of Hematology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (Y.-W.J.); (G.-J.M.); (S.-G.C.)
| | - Seok-Goo Cho
- Department of Hematology, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea; (Y.-W.J.); (G.-J.M.); (S.-G.C.)
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Zanoni L, Bezzi D, Nanni C, Paccagnella A, Farina A, Broccoli A, Casadei B, Zinzani PL, Fanti S. PET/CT in Non-Hodgkin Lymphoma: An Update. Semin Nucl Med 2023; 53:320-351. [PMID: 36522191 DOI: 10.1053/j.semnuclmed.2022.11.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 12/15/2022]
Abstract
Non-Hodgkin lymphomas represents a heterogeneous group of lymphoproliferative disorders characterized by different clinical courses, varying from indolent to highly aggressive. 18F-FDG-PET/CT is the current state-of-the-art diagnostic imaging, for the staging, restaging and evaluation of response to treatment in lymphomas with avidity for 18F-FDG, despite it is not routinely recommended for surveillance. PET-based response criteria (using five-point Deauville Score) are nowadays uniformly applied in FDG-avid lymphomas. In this review, a comprehensive overview of the role of 18F-FDG-PET in Non-Hodgkin lymphomas is provided, at each relevant point of patient management, particularly focusing on recent advances on diffuse large B-cell lymphoma and follicular lymphoma, with brief updates also on other histotypes (such as marginal zone, mantle cell, primary mediastinal- B cell lymphoma and T cell lymphoma). PET-derived semiquantitative factors useful for patient stratification and prognostication and emerging radiomics research are also presented.
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Affiliation(s)
- Lucia Zanoni
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.
| | - Davide Bezzi
- Nuclear Medicine, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Cristina Nanni
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Andrea Paccagnella
- Nuclear Medicine, Alma Mater Studiorum University of Bologna, Bologna, Italy; Nuclear Medicine Unit, AUSL Romagna, Cesena, Italy
| | - Arianna Farina
- Nuclear Medicine, Alma Mater Studiorum University of Bologna, Bologna, Italy
| | - Alessandro Broccoli
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli," Bologna, Italy; Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università di Bologna, Bologna, Italy
| | - Beatrice Casadei
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli," Bologna, Italy; Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università di Bologna, Bologna, Italy
| | - Pier Luigi Zinzani
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Istituto di Ematologia "Seràgnoli," Bologna, Italy; Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale, Università di Bologna, Bologna, Italy
| | - Stefano Fanti
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy; Nuclear Medicine, Alma Mater Studiorum University of Bologna, Bologna, Italy
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Zeman MN, Akin EA, Merryman RW, Jacene HA. Interim FDG-PET/CT for Response Assessment of Lymphoma. Semin Nucl Med 2023; 53:371-388. [PMID: 36376131 DOI: 10.1053/j.semnuclmed.2022.10.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 10/25/2022] [Indexed: 11/13/2022]
Abstract
The clinical use and prognostic value of interim FDG-PET/CT (iPET/CT), which is performed after treatment initiation but prior to its completion, varies by lymphoma subtype. Evidence supporting the prognostic value of iPET/CT is more robust for classical Hodgkin lymphoma (cHL), and in this lymphoma subtype, response-adapted treatment approaches guided by iPET/CT are a widely used standard of care for first-line therapy. The data supporting use of iPET/CT among patients with non-Hodgkin lymphoma (NHL) is less well-established, but failure to achieve complete metabolic response on iPET/CT is generally considered a poor prognostic factor with likely consequences for progression free survival. This review will present the available evidence supporting use of iPET/CT in lymphoma patients, particularly as it relates to prognostication and the ability to inform response-adapted treatment strategies. The latter will be addressed through a discussion on the major iPET-response adapted clinical trials with mention of ongoing trials. Special attention will be given to cHL and a few subtypes of NHL, including diffuse large B cell lymphoma (DLBCL), follicular lymphoma (FL), and peripheral T cell lymphoma (PTCL).
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Affiliation(s)
- Merissa N Zeman
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - Esma A Akin
- Department of Radiology, Division of Nuclear Medicine, George Washington University, Medical Faculty Associates, Washington, DC
| | - Reid W Merryman
- Harvard Medical School, Boston, MA; Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, MA
| | - Heather A Jacene
- Department of Radiology, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA; Department of Imaging, Dana-Farber Cancer Institute, Boston, MA.
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Mohammed Saleh MF, Kotb A, Abdallah GEM, Muhsen IN, El Fakih R, Aljurf M. Recent Advances in Diagnosis and Therapy of Angioimmunoblastic T Cell Lymphoma. Curr Oncol 2021; 28:5480-5498. [PMID: 34940095 PMCID: PMC8699908 DOI: 10.3390/curroncol28060456] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/09/2021] [Accepted: 12/17/2021] [Indexed: 12/28/2022] Open
Abstract
Angioimmunoblastic T cell lymphoma (AITL) is a common subtype of mature peripheral T cell lymphoma (PTCL). As per the 2016 World Health Organization classification, AITL is now considered as a subtype of nodal T cell lymphoma with follicular helper T cells. The diagnosis is challenging and requires a constellation of clinical, laboratory and histopathological findings. Significant progress in the molecular pathophysiology of AITL has been achieved in the past two decades. Characteristic genomic features have been recognized that could provide a potential platform for better diagnosis and future prognostic models. Frontline therapy for AITL was mainly depending on chemotherapy and the management of relapsed or refractory AITL is still unsatisfactory with a very poor prognosis. Upfront transplantation offers better survival. Novel agents have been introduced recently with promising outcomes. Several clinical trials of combinations using novel agents are underway. Herein, we briefly review recent advances in AITL diagnosis and the evolving treatment landscape.
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Affiliation(s)
- Mostafa F. Mohammed Saleh
- Adult Hematology, Transplantation and Cellular Therapy Section, Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia; (A.K.); (R.E.F.); (M.A.)
- Clinical Hematology Unit, Department of Internal Medicine, Faculty of Medicine, Assiut University, Assiut 71515, Egypt;
| | - Ahmed Kotb
- Adult Hematology, Transplantation and Cellular Therapy Section, Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia; (A.K.); (R.E.F.); (M.A.)
- Clinical Hematology Unit, Department of Internal Medicine, Faculty of Medicine, Zagazig University, Zagazig 44519, Egypt
| | - Ghada E. M. Abdallah
- Clinical Hematology Unit, Department of Internal Medicine, Faculty of Medicine, Assiut University, Assiut 71515, Egypt;
| | - Ibrahim N. Muhsen
- Department of Medicine, Houston Methodist Hospital, Houston, TX 77030, USA;
| | - Riad El Fakih
- Adult Hematology, Transplantation and Cellular Therapy Section, Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia; (A.K.); (R.E.F.); (M.A.)
| | - Mahmoud Aljurf
- Adult Hematology, Transplantation and Cellular Therapy Section, Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh 11211, Saudi Arabia; (A.K.); (R.E.F.); (M.A.)
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The Incremental Prognostic Value of Baseline 18F-FDG PET/CT Imaging in Angioimmunoblastic T-Cell Lymphoma. BIOMED RESEARCH INTERNATIONAL 2020; 2020:4502489. [PMID: 32596312 PMCID: PMC7298254 DOI: 10.1155/2020/4502489] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/08/2020] [Accepted: 05/19/2020] [Indexed: 02/07/2023]
Abstract
Methods From January 2010 to October 2019, a total of 23 patients who pathologically confirmed to have AITL were retrospectively analyzed. All patients underwent whole-body 18F-FDG PET/CT scan before chemotherapy. The 18F-FDG PET/CT features, clinical data, laboratory indicators, Ki67 labeling index, and survival status were collected and analyzed. Results The median follow-up was 22 months. The expected 1-, 2-, and 3-year survival rate was 72.2%, 49.6%, and 42.5%, respectively. The median overall survival (OS) was 23 months (95% confidence interval (CI): 8.459~37.541). AITL is prone to extranodal infiltration, in addition to nodal infiltration (6 patients had nodal infiltration alone, and 17 patients had both nodal and extranodal infiltration). The SUVmax of nodal lesions were higher than that for the extranodal lesions (10.43 ± 4.45, 6.64 ± 3.51, F = 2.78, t = 4.39, P < 0.01). On multivariate survival analysis, the Eastern Cooperative Oncology Group (ECOG) and SUVmax of extranodal lesions were independent predictors of OS. Conclusion Baseline 18F-FDG PET/CT results and SUVmax of extranodal lesions showed an incremental prognostic value in addition to clinical prognostic factors.
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Schmitz C, Rekowski J, Müller SP, Hertenstein B, Franzius C, Ganser A, Bengel FM, Kroschinsky F, Kotzerke J, La Rosée P, Freesmeyer M, Hoeffkes HG, Hertel A, Behringer D, Mesters R, Weckesser M, Mahlmann S, Haberkorn U, Martens U, Prange-Krex G, Brenner W, Giagounidis A, Moeller R, Runde V, Sandmann M, Hautzel H, Wilop S, Krohn T, Dürk H, Heike M, Alashkar F, Brinkmann M, Trenn G, Wacker D, Kreisel-Büstgens C, Bernhard H, Heil G, Larisch R, Kurch L, Jöckel KH, Hoelzer D, Klapper W, Boellaard R, Dührsen U, Hüttmann A. Baseline and interim PET-based outcome prediction in peripheral T-cell lymphoma: A subgroup analysis of the PETAL trial. Hematol Oncol 2020; 38:244-256. [PMID: 32067259 DOI: 10.1002/hon.2697] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 11/18/2019] [Accepted: 11/19/2019] [Indexed: 12/14/2022]
Abstract
The prospective randomized Positron Emission Tomography (PET)-Guided Therapy of Aggressive Non-Hodgkin Lymphomas (PETAL) trial was designed to test the ability of interim PET (iPET) to direct therapy. As reported previously, outcome remained unaffected by iPET-based treatment changes. In this subgroup analysis, we studied the prognostic value of baseline total metabolic tumor volume (TMTV) and iPET response in 76 patients with T-cell lymphoma. TMTV was measured using the 41% maximum standardized uptake value (SUV41max ) and SUV4 thresholding methods. Interim PET was performed after two treatment cycles and evaluated using the ΔSUVmax approach and the Deauville scale. Because of significant differences in outcome, patients with anaplastic lymphoma kinase (ALK)-positive lymphoma were analyzed separately from patients with ALK-negative lymphoma. In the latter, TMTV was statistically significantly correlated with progression-free survival, with thresholds best dichotomizing the population, of 232 cm3 using SUV41max and 460 cm3 using SUV4 . For iPET response, the respective thresholds were 46.9% SUVmax reduction and Deauville score 1-4 vs 5. The proportion of poor prognosis patients was 46% and 29% for TMTV by SUV41max and SUV4 , and 29% and 25% for iPET response by ΔSUVmax and Deauville, respectively. At diagnosis, the hazard ratio (95% confidence interval) for poor prognosis vs good prognosis patients according to TMTV was 2.291 (1.135-4.624) for SUV41max and 3.206 (1.524-6.743) for SUV4 . At iPET, it was 3.910 (1.891-8.087) for ΔSUVmax and 4.371 (2.079-9.187) for Deauville. On multivariable analysis, only TMTV and iPET response independently predicted survival. Patients with high baseline TMTV and poor iPET response (22% of the population) invariably progressed or died within the first year (hazard ratio, 9.031 [3.651-22.336]). Due to small numbers and events, PET did not predict survival in ALK-positive lymphoma. Baseline TMTV and iPET response are promising tools to select patients with ALK-negative T-cell lymphoma for early allogeneic transplantation or innovative therapies.
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Affiliation(s)
| | - Jan Rekowski
- Institut für Medizinische Informatik, Biometrie und Epidemiologie, Universität Duisburg-Essen, Essen, Germany
| | - Stefan P Müller
- Klinik für Nuklearmedizin, Universitätsklinikum Essen, Essen, Germany
| | | | - Christiane Franzius
- Zentrum für moderne Diagnostik (Zemodi), Zentrum für Nuklearmedizin und PET/CT, Bremen, Germany
| | - Arnold Ganser
- Klinik für Hämatologie, Hämostaseologie, Onkologie und Stammzelltransplantation, Medizinische Hochschule Hannover, Hannover, Germany
| | - Frank M Bengel
- Klinik für Nuklearmedizin, Medizinische Hochschule Hannover, Hannover, Germany
| | - Frank Kroschinsky
- Medizinische Klinik I, Universitätsklinikum Carl Gustav Carus, Dresden, Germany
| | - Jörg Kotzerke
- Klinik für Nuklearmedizin, Universitätsklinikum Carl Gustav Carus, Dresden, Germany
| | - Paul La Rosée
- Klinik für Innere Medizin II, Universitätsklinikum Jena, Jena, Germany
| | | | | | - Andreas Hertel
- Klinik für Diagnostische und Therapeutische Nuklearmedizin, Klinikum Fulda, Fulda, Germany
| | - Dirk Behringer
- Klinik für Hämatologie, Onkologie und Palliativmedizin, Augusta-Kranken-Anstalt, Bochum, Germany
| | - Rolf Mesters
- Medizinische Klinik A, Universitätsklinikum Münster, Münster, Germany
| | - Matthias Weckesser
- Klinik für Nuklearmedizin, Universitätsklinikum Münster, Münster, Germany
| | - Stefan Mahlmann
- Klinik für Innere Medizin 1, Westpfalz-Klinikum, Kaiserslautern, Germany
| | - Uwe Haberkorn
- Radiologische Klinik und Poliklinik, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Uwe Martens
- Klinik für Innere Medizin III: Hämatologie, Onkologie, Palliativmedizin, Klinikum am Gesundbrunnen, Heilbronn, Germany
| | | | - Winfried Brenner
- Klinik für Nuklearmedizin, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Aristoteles Giagounidis
- Klinik für Onkologie, Hämatologie und Palliativmedizin, Marien Hospital, Düsseldorf, Germany
| | - Regina Moeller
- Hämatologisch-onkologische Gemeinschaftspraxis, Halle, Germany
| | - Volker Runde
- Klinik für Innere Medizin mit den Schwerpunkten Hämatologie, Onkologie und Palliativmedizin, Wilhelm-Anton-Hospital, Goch, Germany
| | - Matthias Sandmann
- Klinik für Innere Medizin III - Hämatologie und Onkologie, Palliativmedizin, Petrus-Krankenhaus, Wuppertal, Germany
| | - Hubertus Hautzel
- Klinik für Nuklearmedizin, Universitätsklinikum Düsseldorf, Düsseldorf, Germany
| | - Stefan Wilop
- Klinik für Hämatologie, Onkologie, Hämostaseologie und Stammzelltransplantation, Universitätsklinikum Aachen, Aachen, Germany
| | - Thomas Krohn
- Klinik für Nuklearmedizin, Universitätsklinikum Aachen, Aachen, Germany
| | - Heinz Dürk
- Klinik für Hämatologie, Onkologie und Palliativmedizin, Evangelisches Krankenhaus, Hamm, Germany
| | - Michael Heike
- Klinik für Gastroenterologie, Hämatologie und internistische Onkologie und Endokrinologie, Klinikum Dortmund, Germany
| | - Ferras Alashkar
- Klinik für Hämatologie, Universitätsklinikum Essen, Essen, Germany
| | - Marcus Brinkmann
- Zentrum für Klinische Studien Essen (ZKSE), Universität Duisburg-Essen, Essen, Germany
| | - Guido Trenn
- Klinik für Innere Medizin I, Knappschaftskrankenhaus, Bottrop, Germany
| | - Dietmar Wacker
- Medizinische Klinik III, Hämatologie, Onkologie und Palliativmedizin, Klinikum Vest, Recklinghausen, Germany
| | | | - Helga Bernhard
- Medizinische Klinik V, Klinikum Darmstadt, Darmstadt, Germany
| | - Gerhard Heil
- Klinik für Hämatologie und Onkologie, Klinikum Lüdenscheid, Lüdenscheid, Germany
| | - Rolf Larisch
- Klinik für Nuklearmedizin, Klinikum Lüdenscheid, Lüdenscheid, Germany
| | - Lars Kurch
- Klinik und Poliklinik für Nuklearmedizin, Universitätsklinikum Leipzig, Leipzig, Germany
| | - Karl-Heinz Jöckel
- Institut für Medizinische Informatik, Biometrie und Epidemiologie, Universität Duisburg-Essen, Essen, Germany
| | | | - Wolfram Klapper
- Institut für Pathologie, Sektion für Hämatopathologie, Universitätsklinikum Schleswig-Holstein, Kiel, Germany
| | - Ronald Boellaard
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Location VUMC, Amsterdam, the Netherlands
| | - Ulrich Dührsen
- Klinik für Hämatologie, Universitätsklinikum Essen, Essen, Germany
| | - Andreas Hüttmann
- Klinik für Hämatologie, Universitätsklinikum Essen, Essen, Germany
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Qian L, Yan M, Zhang W, Zhou D, Zhang Y, Huo L, Luo Y, Zhang Y, Hu S. Prognostic value of interim 18F-FDG PET/CT in T-cell lymphomas. Leuk Lymphoma 2019; 61:927-933. [PMID: 31795794 DOI: 10.1080/10428194.2019.1697815] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Long Qian
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Miaoming Yan
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Wei Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Daobin Zhou
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Yan Zhang
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
| | - Li Huo
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Yaping Luo
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Yingqiang Zhang
- Department of Nuclear Medicine, Peking Union Medical College Hospital, Beijing, China
| | - Shaoxuan Hu
- Department of Hematology, Peking Union Medical College Hospital, Beijing, China
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Innovative analysis of predictors for overall survival from systemic non-Hodgkin T cell lymphoma using quantile regression analysis. Chin Med J (Engl) 2019; 132:294-301. [PMID: 30681495 PMCID: PMC6595814 DOI: 10.1097/cm9.0000000000000088] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Background: Non-Hodgkin T/NK cell lymphoma is a rare and widely variable type of lymphoma with the most dismal prognosis. This study aimed to investigate varied impact of the clinical indicators to the overall survival (OS). Methods: We conducted a retrospective study to identify the non-invasive clinical features of T cell lymphoma that can predict prognosis with an innovative analysis method using quantile regression. A total of 183 patients who visited a top-tier hospital in Beijing, China, were enrolled from January 2006 to December 2015. Demographic information and main clinical indicators were collected including age, erythrocyte sedimentation rate (ESR), survival status, and international prognostic index (IPI) score. Results: The median age of the patients at diagnosis was 45 years. Approximately 80% of patients were at an advanced stage, and the median survival time after diagnosis was 5.1 months. Multivariable analysis of the prognostic factors for inferior OS associated with advanced clinical staging [HR=3.16, 95%CI (1.39–7.2)], lower platelet count [HR = 2.57, 95%CI (1.57–4.19), P < 0.001] and higher IPI score [HR = 1.29, 95%CI (1.01–1.66), P = 0.043]. Meanwhile, T cell lymphoblastic lymphoma [HR = 0.40, 95%CI (0.20–0.80), P = 0.010], higher white blood cell counts [HR = 0.57, 95%CI (0.34–0.96), P = 0.033], higher serum albumin level [HR = 0.6, 95%CI (0.37–0.97), P = 0.039], and higher ESR [HR = 0.53, 95%CI (0.33–0.87), P = 0.011] were protective factors for OS when stratified by hemophagocytic lymphohistiocytosis (HLH). Multivariable quantile regression between the OS rate and each predictor at quartiles 0.25, 0.5, 0.75, and 0.95 showed that the coefficients of serum β2-microglobulin level and serum ESR were statistically significant in the middle of the coefficient curve (quartile 0.25–0.75). The coefficient of IPI was negatively associated with OS. The coefficients of hematopoietic stem cell transplantation (HSCT) and no clinical symptoms were higher at the middle of the quartile level curve but were not statistically significant. Conclusions: The IPI score is a comparatively robust indicator of prognosis at 3 quartiles, and serum ESR is stable at the middle 2 quartiles section when adjusted for HLH. Quantile regression can be used to observe detailed impacts of the predictors on OS.
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The Role of 18F-FDG PET/CT in Multiple Myeloma Staging according to IMPeTUs: Comparison of the Durie-Salmon Plus and Other Staging Systems. CONTRAST MEDIA & MOLECULAR IMAGING 2018; 2018:4198673. [PMID: 30154686 PMCID: PMC6091330 DOI: 10.1155/2018/4198673] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 05/23/2018] [Accepted: 05/31/2018] [Indexed: 12/30/2022]
Abstract
We aimed at comparing the Durie–Salmon Plus (DS Plus) staging system based on Italian Myeloma criteria for PET USe (IMPeTUs) with other two staging systems in predicting prognosis of patients with all stages of newly diagnosed multiple myeloma (MM). A total of 33 MM patients were enrolled in this retrospective study. The variation between the DS Plus classification and Durie–Salmon staging system (DSS) or Revised International Staging System (RISS) classification was assessed. When staged by the DSS, patients in stage I and stage II did not reach the median overall survival (OS), and the median OS was 33 months for stage III (p=0.3621). When staged by the DS Plus, patients in stage I did not reach the median OS of stage I, and the median OS for stages II and III was 38 and nine months, respectively (p=0.0064). When staged by the RISS, patients in stage I did not reach the median OS, and the median OS was 33 and 16 months for stage II and stage III, respectively (p=0.0319). The concordances between two staging systems were 0.07 (DS Plus versus DSS) and 0.37 (DS Plus versus RISS), respectively. Multivariate analysis revealed that DS Plus stage III (HR: 11.539, p=0.021) and the Deauville score of bone marrow ≥4 (HR: 3.487, p=0.031) were independent prognostic factors associated with OS. Both the DS Plus based on IMPeTUs and RISS possessed a better potential in characterizing and stratifying MM patients compared with the DSS. Moreover, DS Plus stage III and the Deauville score of bone marrow ≥4 were reliable prognostic factors in newly diagnosed MM patients.
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Lee JW, Lee SM. Radiomics in Oncological PET/CT: Clinical Applications. Nucl Med Mol Imaging 2018; 52:170-189. [PMID: 29942396 PMCID: PMC5995782 DOI: 10.1007/s13139-017-0500-y] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 09/22/2017] [Accepted: 09/29/2017] [Indexed: 12/11/2022] Open
Abstract
18F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT) is widely used for staging, evaluating treatment response, and predicting prognosis in malignant diseases. FDG uptake and volumetric PET parameters such as metabolic tumor volume have been used and are still used as conventional PET parameters to assess biological characteristics of tumors. However, in recent years, additional features derived from PET images by computational processing have been found to reflect intratumoral heterogeneity, which is related to biological tumor features, and to provide additional predictive and prognostic information, which leads to the concept of radiomics. In this review, we focus on recent clinical studies of malignant diseases that investigated intratumoral heterogeneity on PET/CT, and we discuss its clinical role in various cancers.
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Affiliation(s)
- Jeong Won Lee
- Department of Nuclear Medicine, International St. Mary’s Hospital, Catholic Kwandong University College of Medicine, 25, Simgok-ro 100 Gil 25, Seo-gu, Incheon, 22711 South Korea
- Institute for Integrative Medicine, International St. Mary’s Hospital, Catholic Kwandong University College of Medicine, Incheon, South Korea
| | - Sang Mi Lee
- Department of Nuclear Medicine, Soonchunhyang University Cheonan Hospital, Cheonan, South Korea
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11
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Mayerhoefer ME, Raderer M, Jaeger U, Staber P, Kiesewetter B, Senn D, Gallagher FA, Brindle K, Porpaczy E, Weber M, Berzaczy D, Simonitsch-Klupp I, Sillaber C, Skrabs C, Haug A. Ultra-early response assessment in lymphoma treatment: [ 18F]FDG PET/MR captures changes in glucose metabolism and cell density within the first 72 hours of treatment. Eur J Nucl Med Mol Imaging 2018; 45:931-940. [PMID: 29480328 PMCID: PMC5915494 DOI: 10.1007/s00259-018-3937-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 01/04/2018] [Indexed: 01/24/2023]
Abstract
PURPOSE To determine whether, in patients with Hodgkin lymphoma (HL) or non-Hodgkin lymphoma (NHL), [18F]FDG PET/MR can capture treatment effects within the first week after treatment initiation, and whether changes in glucose metabolism and cell density occur simultaneously. METHODS Patients with histologically proven HL or NHL were included in this prospective IRB-approved study. Patients underwent [18F]FDG PET/MR before, and then 48-72 h after (follow-up 1, FU-1) and 1 week after (FU-2) initiation of the first cycle of their respective standard chemotherapy (for HL) or immunochemotherapy (for NHL). Standardized [18F]FDG uptake values (SUVmax, SUVmean) and apparent diffusion coefficients (ADCmin, ADCmean) based on diffusion-weighted MRI, and metabolic and morphological tumour volumes (MTV, VOL) were assessed at each time-point. Multilevel analyses with an unstructured covariance matrix, and pair-wise post-hoc tests were used to test for significant changes in SUVs, ADCs, MTVs and VOLs between the three time-points. RESULTS A total of 58 patients (11 with HL and 47 with NHL) with 166 lesions were analysed. Lesion-based mean rates of change in SUVmax, SUVmean, ADCmin, ADCmean, MTV and VOL between baseline and FU-1 were -46.8%, -33.3%, +20.3%, +14%, -46% and -12.8%, respectively, and between baseline and FU-2 were -65.1%, -49%, +50.7%, +32.4%, -61.1% and -24.2%, respectively. These changes were statistically significant (P < 0.01) except for the change in VOL between baseline and FU-1 (P = 0.079). CONCLUSION In lymphoma patients, [18F]FDG PET/MR can capture treatment-induced changes in glucose metabolism and cell density as early as 48-72 h after treatment initiation.
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Affiliation(s)
- Marius E Mayerhoefer
- Department of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria.
| | - Markus Raderer
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Ulrich Jaeger
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Philipp Staber
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Barbara Kiesewetter
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Daniela Senn
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Ferdia A Gallagher
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Department of Radiology, Addenbrooke's Hospital, Cambridge, UK
| | - Kevin Brindle
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Edit Porpaczy
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Michael Weber
- Department of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | - Dominik Berzaczy
- Department of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
| | | | - Christian Sillaber
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Cathrin Skrabs
- Department of Internal Medicine I, Medical University of Vienna, Vienna, Austria
| | - Alexander Haug
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Vienna, Austria
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12
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Ying Z, Mi L, Wang X, Zhang Y, Yang Z, Song Y, Wang X, Zheng W, Lin N, Tu M, Xie Y, Ping L, Zhang C, Liu W, Deng L, Zhu J. Prognostic value of pre- and post-transplantation 18F-fluorodeoxyglucose positron emission tomography results in non-Hodgkin lymphoma patients receiving autologous stem cell transplantation. Chin J Cancer Res 2018; 29:561-571. [PMID: 29353979 DOI: 10.21147/j.issn.1000-9604.2017.06.11] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Objective High-dose chemotherapy (HDC) followed by autologous stem cell transplantation (ASCT) is the standard of care in the upfront or relapsed/refractory setting in some patients with non-Hodgkin lymphoma (NHL). However, a proportion of patients do not respond to ASCT. 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) has been widely used for staging, response evaluation, and prognosis prediction. Here, we investigated the prognostic role of PET/CT in NHL patients before and after ASCT. Methods A retrospective study was conducted at Peking University Cancer Hospital. All NHL patients who underwent ASCT between March 2010 and July 2016 were identified. Patients who had PET/CT scan before and after ASCT were included. Deauville criteria (5-point scale) were used to interpret PET scans. Univariate and multivariate survival analyses were performed using Cox regression. The predictive value of PET scanning was estimated by comparing the area under the receiver operating characteristic (ROC) curve. Results In total, 79 patients were enrolled in this study. In univariate analysis, pre- and post-ASCT PET result was identified as prognostic factors for 3-year progression-free survival (PFS) and overall survival (OS). Patients with negative pre-ASCT PET result demonstrated significantly better PFS (84.2% vs. 54.2%) and OS (89.2% vs. 63.6%) than patients with positive pre-ASCT PET result. PFS (91.6% vs. 25.3%) and OS (96.5% vs. 36.8%) were also significantly different between patients with negative and positive post-ASCT PET result. Multivariate analysis also showed a significant association between survival and post-ASCT PET result. ROC analysis revealed that the predictive value of post-ASCT PET result was superior to that of pre-ASCT PET result alone. Combined pre- and post-ASCT PET result is better for predicting outcomes in patients with NHL receiving transplantation. Deauville criteria score >3 was identified as the best cutoff value for post-ASCT PET. Conclusions Post-ASCT PET result was more important than pre-ASCT PET result in predicting outcomes for NHL patients who underwent ASCT. The prognostic significance can be improved when combining pre-ASCT PET result with post-ASCT PET result. Deauville criteria can be used for interpreting PET scans in this scenario.
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Affiliation(s)
- Zhitao Ying
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Lan Mi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xuejuan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yuewei Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Zhi Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yuqin Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xiaopei Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Wen Zheng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Ningjing Lin
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Meifeng Tu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yan Xie
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Lingyan Ping
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Chen Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Weiping Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Lijuan Deng
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Jun Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Lymphoma, Peking University Cancer Hospital & Institute, Beijing 100142, China
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Guttman-Yassky E, Krueger JG. Atopic dermatitis and psoriasis: two different immune diseases or one spectrum? Curr Opin Immunol 2017; 48:68-73. [PMID: 28869867 DOI: 10.1016/j.coi.2017.08.008] [Citation(s) in RCA: 242] [Impact Index Per Article: 34.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 07/26/2017] [Accepted: 08/16/2017] [Indexed: 12/16/2022]
Abstract
Psoriasis and atopic dermatitis (AD) are common T-cell mediated inflammatory diseases of the skin that can be treated by specific cytokine antagonists or more broad immunosuppressive drugs. The diseases are similar in that epidermal keratinocytes respond to T-cell derived cytokines by altering growth and differentiation responses, accounting for major parts of the overall disease phenotype. When studied across European-American populations, psoriasis and AD display differing T-cell polarity and different arrays of cytokines. Psoriasis is a disease largely driven by Th17 T-cells and associated IL-17 activation, while AD has a strong Th2 component associated with IL-4 and IL-13 over-production, and both diseases have activation of Th22 T-cells and Th1 pathways with increased IL-22 and IFNγ production, respectively. AD is a disease frequently associated with increased IgE production and overt allergies or asthma, most likely due to increased Th2 activation, which is largely lacking in psoriasis. Hence, psoriasis and AD can be viewed as distinct diseases with differing clinical, tissue, and molecular disease phenotypes, but this view does not account for specific subtypes of AD, including Asian-origin, intrinsic, and pediatric AD, that have a prominent IL-17 component and also tissue patterning that overlaps with distinctive psoriasis histopathology. Hence, when considering the range of AD phenotypes, a case can be made that psoriasis and AD exist across a spectrum where polar T-cell axes can be variably present and create some overlapping disease characteristics. Today, ∼90% of psoriasis patients have extremely controlled disease by targeting the IL-23/Th17 T-cell axis with IL-23 or IL-17-targeting antibodies. An outstanding question is whether targeting a single cytokine axis in AD, for example, Th2 axis, will lead to disease suppression in the majority of patients and across all subtypes, including those with higher IL-17 expression, or whether it is necessary to personalize therapies and target multiple T-cell axes to attain similar disease improvement to psoriasis.
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Affiliation(s)
- Emma Guttman-Yassky
- Department of Dermatology, Icahn School of Medicine at the Mount Sinai Medical Center, New York, NY, USA.
| | - James G Krueger
- Laboratory for Investigative Dermatology, The Rockefeller University, New York, NY, USA
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