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Dondi F, Bertagna F. Applications of 18F-Fluorodesoxyglucose PET Imaging in Leukemia. PET Clin 2024; 19:535-542. [PMID: 38909010 DOI: 10.1016/j.cpet.2024.05.007] [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: 06/24/2024]
Abstract
The main finding that 18F-FDG PET imaging can reveal in patients with leukemias is the presence of bone marrow (BM) infiltration in both acute or chronic forms. This ability can influence and guide the use of BM biopsy but also assess to therapy response. Additionally 18F-FDG PET imaging has been reported as particularly useful for the diagnosis of leukemias in patients with non specific symptoms. In the case of acute leukemias it revealed also a role for the evaluation of extramedullary forms while in the case of chronic forms a role for the assessment of Richter transformation has been reported.
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Affiliation(s)
- Francesco Dondi
- Nuclear Medicine, Department of Medicine and Surgery, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, Brescia, 25123, Italy.
| | - Francesco Bertagna
- Nuclear Medicine, Department of Medicine and Surgery, Università degli Studi di Brescia and ASST Spedali Civili di Brescia, Brescia, 25123, Italy
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2
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Johns C, Erickson C, Jacobs A, Moon J, Baggott C, Dagher R, Nadel H, Balagtas J, Aftandilian C, Ramakrishna S, Lacayo N, Davis KL, Stieglitz E, Schultz L. Case report: sub-clinical extramedullary B-ALL in the setting of relapse following targeted therapy. Front Immunol 2024; 15:1423487. [PMID: 39386214 PMCID: PMC11461246 DOI: 10.3389/fimmu.2024.1423487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 08/27/2024] [Indexed: 10/12/2024] Open
Abstract
Standard testing for disease evaluation in B-cell acute lymphoblastic leukemia (B-ALL) includes examination of the bone marrow and cerebrospinal fluid. Radiographic or functional imaging are indicated when clinical signs of non-CNS extramedullary disease are present but are not standard in the relapsed/refractory setting. We describe two cases of patients with relapsed/refractory B-ALL with prior exposure to blinatumomab and/or inotuzumab ozogamicin presenting for CAR-T cell treatment. Both patients were thought to only have minimal residual disease (MRD) at the pre-CAR disease assessment, with MRD of 6,648 (0.66%) and 100 (0.01%) cells per million cells, respectively, as measured by next-generation sequencing (NGS) in their bone marrows. Both patients for distinct reasons unrelated to non-CNS extra-medullary (EM) symptoms had PET-MRIs prior to lymphodepletion and CAR T cell infusion. In both cases patients were found to have significant bulky subclinical EM disease that required changes in clinical management. In the newly-emergent era of antigen-targeted immunotherapy, it is foundational that incidence and relapse patterns following targeted therapy are well-understood. Herein we contribute to a growing body of literature addressing this fundamental clinical gap and highlight a future role for formal prospective imaging studies to better establish response, toxicity and relapse patterns following CAR-T cell therapy in EM B-ALL.
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Affiliation(s)
- Claire Johns
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Courtney Erickson
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Ashley Jacobs
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Jennifer Moon
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Christina Baggott
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Regina Dagher
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Helen Nadel
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Jay Balagtas
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Catherine Aftandilian
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Sneha Ramakrishna
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Norman Lacayo
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Kara L. Davis
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
| | - Elliot Stieglitz
- Division of Pediatric Oncology, Department of Pediatrics, University of California San Francisco School of Medicine, San Francisco State, San Francisco, CA, United States
| | - Liora Schultz
- Division of Pediatric Hematology/Oncology/Stem Cell Transplantation and Regenerative Medicine, Department of Pediatrics, Stanford Medicine, Stanford, San Francisco, CA, United States
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3
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Shah A, Dabhade A, Bharadia H, Parekh PS, Yadav MR, Chorawala MR. Navigating the landscape of theranostics in nuclear medicine: current practice and future prospects. Z NATURFORSCH C 2024; 79:235-266. [PMID: 38807355 DOI: 10.1515/znc-2024-0043] [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: 02/25/2024] [Accepted: 05/10/2024] [Indexed: 05/30/2024]
Abstract
Theranostics refers to the combination of diagnostic biomarkers with therapeutic agents that share a specific target expressed by diseased cells and tissues. Nuclear medicine is an exciting component explored for its applicability in theranostic concepts in clinical and research investigations. Nuclear theranostics is based on the employment of radioactive compounds delivering ionizing radiation to diagnose and manage certain diseases employing binding with specifically expressed targets. In the realm of personalized medicine, nuclear theranostics stands as a beacon of potential, potentially revolutionizing disease management. Studies exploring the theranostic profile of radioactive compounds have been presented in this review along with a detailed explanation of radioactive compounds and their theranostic applicability in several diseases. It furnishes insights into their applicability across diverse diseases, elucidating the intricate interplay between these compounds and disease pathologies. Light is shed on the important milestones of nuclear theranostics beginning with radioiodine therapy in thyroid carcinomas, MIBG labelled with iodine in neuroblastoma, and several others. Our perspectives have been put forth regarding the most important theranostic agents along with emerging trends and prospects.
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Affiliation(s)
- Aayushi Shah
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad 380009, Gujarat, India
| | - Akshada Dabhade
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad 380009, Gujarat, India
| | - Hetvi Bharadia
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad 380009, Gujarat, India
| | - Priyajeet S Parekh
- AV Pharma LLC, 1545 University Blvd N Ste A, Jacksonville, FL, 32211, USA
| | - Mayur R Yadav
- Department of Pharmacy Practice and Administration, Western University of Health Science, 309 E Second St, Pomona, CA, 91766, USA
| | - Mehul R Chorawala
- Department of Pharmacology and Pharmacy Practice, L. M. College of Pharmacy, Ahmedabad 380009, Gujarat, India
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Al-Ibraheem A, Allouzi S, Abdlkadir AS, Mikhail-Lette M, Al-Rabi K, Ma'koseh M, Knoll P, Abdelrhman Z, Shahin O, Juweid ME, Paez D, Lopci E. PET/CT in leukemia: utility and future directions. Nucl Med Commun 2024; 45:550-563. [PMID: 38646840 DOI: 10.1097/mnm.0000000000001846] [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: 04/23/2024]
Abstract
2-Deoxy-2-[ 18 F]fluoro- d -glucose PET/computed tomography ([ 18 F]FDG PET/CT) has proven to be a sensitive method for the detection and evaluation of hematologic malignancies, especially lymphoma. The increasing incidence and mortality rates of leukemia have raised significant concerns. Through the utilization of whole-body imaging, [ 18 F]FDG PET/CT provides a thorough assessment of the entire bone marrow, complementing the limited insights provided by biopsy samples. In this regard, [ 18 F]FDG PET/CT has the ability to assess diverse types of leukemia The utilization of [ 18 F]FDG PET/CT has been found to be effective in evaluating leukemia spread beyond the bone marrow, tracking disease relapse, identifying Richter's transformation, and assessing the inflammatory activity associated with acute graft versus host disease. However, its role in various clinical scenarios in leukemia remains unacknowledged. Despite their less common use, some novel PET/CT radiotracers are being researched for potential use in specific scenarios in leukemia patients. Therefore, the objectives of this review are to provide a thorough assessment of the current applications of [ 18 F]FDG PET/CT in the staging and monitoring of leukemia patients, as well as the potential for an expanding role of PET/CT in leukemia patients.
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Affiliation(s)
- Akram Al-Ibraheem
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC),
- Department of Radiology and Nuclear Medicine, School of Medicine, University of Jordan, Amman, Jordan,
| | - Sudqi Allouzi
- Department of Nuclear Medicine and PET/CT, King Hussein Cancer Center (KHCC),
| | | | - Miriam Mikhail-Lette
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria,
| | - Kamal Al-Rabi
- Department of Medical Oncology, King Hussein Cancer Center (KHCC), Amman, Jordan,
| | - Mohammad Ma'koseh
- Department of Medical Oncology, King Hussein Cancer Center (KHCC), Amman, Jordan,
| | - Peter Knoll
- Dosimetry and Medical Radiation Physics Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria,
| | - Zaid Abdelrhman
- Department of Medical Oncology, King Hussein Cancer Center (KHCC), Amman, Jordan,
| | - Omar Shahin
- Department of Medical Oncology, King Hussein Cancer Center (KHCC), Amman, Jordan,
| | - Malik E Juweid
- Department of Radiology and Nuclear Medicine, University of Jordan, Amman, Jordan and
| | - Diana Paez
- Nuclear Medicine and Diagnostic Imaging Section, Division of Human Health, Department of Nuclear Sciences and Applications, International Atomic Energy Agency, Vienna, Austria,
| | - Egesta Lopci
- Department of Nuclear Medicine, IRCCS - Humanitas Clinical and Research Hospital, Rozzano (MI), Italy
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Ishii S, Yamakuni R, Sugawara S, Hara J, Endo Y, Hotsumi H, Hiruta M, Kobiyama H, Yaginuma Y, Fukushima K, Ito H. Investigation of factors affecting CT attenuation and glucose metabolism of bone marrow as seen on PET/CT scans. AMERICAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2024; 14:22-30. [PMID: 38500742 PMCID: PMC10944371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 02/11/2024] [Indexed: 03/20/2024]
Abstract
The aim of this study is to determine the factors affecting the CT attenuation of bone marrow, and its correlation with 18F-FDG uptake. The mean standardized uptake value (SUV) of vertebral bone marrow (Vertebral-SUV) and femoral bone marrow (Femoral-SUV) as well as CT number of bone marrow (BM-CT number) were measured in 243 patients who had undergone 18F-FDG PET/CT. The correlations among BM-CT number, Femoral-SUV, and Vertebral-SUV were investigated. The relationships of Femoral-SUV, Vertebral-SUV, and BM-CT number with blood parameters, age, blood sugar, and body weight were analyzed by correlation and multi-regression analyses. The Mann-Whitney U test and chi-square test and Binomial logistic analysis were used to examine the relationships between high BM-CT number (≥ 0 HU) and the above parameters. Significant correlations were observed between: BM-CT number and Femoral-SUV (r = 0.73, P < 0.01); Vertebral-SUV and Femoral-SUV (r = 0.78, P < 0.01); and BM-CT number and Vertebral-SUV (r = 0.52, P < 0.01). BM-CT number was correlated with patients' age in both univariable (r = -0.27) and multivariable analyses (β = -0.20). Positive BM-CT number correlated with WBC in both univariable (P = 0.04) and multivariable (P < 0.01) analyses. Bone marrow glucose metabolism had a tendency to decrease with age, was increased in patients with elevated CRP. In conclusion, CT attenuation of bone marrow correlated well with bone marrow metabolism and also tended to decrease with age. High bone marrow attenuation (≥ 0 HU) could predict elevated serum WBC.
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Affiliation(s)
- Shiro Ishii
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Ryo Yamakuni
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Shigeyasu Sugawara
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Junko Hara
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Yoshiki Endo
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Hirotoshi Hotsumi
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Mahori Hiruta
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Honami Kobiyama
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Yuki Yaginuma
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Kenji Fukushima
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
| | - Hiroshi Ito
- Department of Radiology and Nuclear Medicine, Fukushima Medical University Fukushima, Japan
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Koo CW, Frota Lima LM, Kerper A, Lo YC. Anatomic Approach to Common and Uncommon Manifestations of Thoracic Leukemias with Radiologic-Pathologic Correlation. Radiol Cardiothorac Imaging 2023; 5:e230151. [PMID: 38166347 PMCID: PMC11163245 DOI: 10.1148/ryct.230151] [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: 06/06/2023] [Revised: 09/29/2023] [Accepted: 11/27/2023] [Indexed: 01/04/2024]
Abstract
Leukemias are hematopoietic malignancies characterized by the production of abnormal leukocytes in the bone marrow. Clinical manifestations arise from either bone marrow suppression or leukemic organ infiltration. Lymphadenopathy is the most common direct manifestation of intrathoracic leukemia. However, leukemic cells may also infiltrate the lungs, pleura, heart, bones, and soft tissues. Pulmonary complications in patients with leukemia typically include pneumonia, hemorrhage, pulmonary edema, and sequelae of leukemia treatment. However, pulmonary abnormalities can also be related directly to leukemia, including leukemic pulmonary infiltration. The direct, non-treatment-related effects of leukemia on intrathoracic structures will be the focus of this imaging essay. Given the typical anatomic approach for image interpretation, an organ-based depiction of common and less common intrathoracic findings directly caused by leukemic involvement is presented, emphasizing imaging findings with pathologic correlations. Keywords: Leukemia, Pulmonary, Thorax, Soft Tissues/Skin, Hematologic, Bone Marrow © RSNA, 2023.
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Affiliation(s)
- Chi Wan Koo
- From the Department of Radiology (C.W.K., L.M.F.L.) and Department of
Laboratory Medicine and Pathology (A.K., Y.C.L.), Mayo Clinic, 200 First St SW,
Rochester, MN 55905
| | - Livia Maria Frota Lima
- From the Department of Radiology (C.W.K., L.M.F.L.) and Department of
Laboratory Medicine and Pathology (A.K., Y.C.L.), Mayo Clinic, 200 First St SW,
Rochester, MN 55905
| | - Allison Kerper
- From the Department of Radiology (C.W.K., L.M.F.L.) and Department of
Laboratory Medicine and Pathology (A.K., Y.C.L.), Mayo Clinic, 200 First St SW,
Rochester, MN 55905
| | - Ying-Chun Lo
- From the Department of Radiology (C.W.K., L.M.F.L.) and Department of
Laboratory Medicine and Pathology (A.K., Y.C.L.), Mayo Clinic, 200 First St SW,
Rochester, MN 55905
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Kunieda H, Denda R, Yamazaki K, Hirao M, Tsukada Y, Iwabuchi Y, Shiomi E, Watanabe S, Okamoto S, Kikuchi T. Philadelphia Chromosome-positive Acute Lymphoblastic Leukemia Incidentally Detected by Fluorodeoxyglucose-positron Emission Tomography/Computed Tomography at a Health Checkup. Intern Med 2022; 61:2775-2778. [PMID: 35228421 PMCID: PMC9556232 DOI: 10.2169/internalmedicine.8900-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
We herein report a case of Philadelphia chromosome-positive acute lymphoblastic leukemia (Ph-ALL) that was incidentally detected by fluorodeoxyglucose-positron emission tomography (18F-FDG PET)/computed tomography (CT) at a health checkup. At that time, the findings of a physical examination and blood tests were all normal, except for the diffuse bone marrow uptake (maximum standardized uptake value: 6.3). One month later, when the blood counts remained in the normal ranges, a bone marrow examination confirmed the diagnosis of Ph-ALL. Although a diffuse bone marrow uptake of 18F-FDG is observed in some benign conditions, physicians should also consider the possibility of hematological malignancies, including acute leukemia, even when that is the only abnormal finding.
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Affiliation(s)
- Hisako Kunieda
- Department of Hematology, Saiseikai Central Hospital, Japan
| | | | - Kohei Yamazaki
- Department of Hematology, Saiseikai Central Hospital, Japan
| | - Maki Hirao
- Department of Hematology, Saiseikai Central Hospital, Japan
| | - Yuiko Tsukada
- Department of Hematology, Saiseikai Central Hospital, Japan
| | - Yu Iwabuchi
- Department of Radiology, Keio University School of Medicine Graduate School of Medicine, Japan
| | - Eisuke Shiomi
- Department of Radiology, Saisekai Central Hospital, Japan
| | - Shigeru Watanabe
- Department of Health and Productivity Management, Nippon Life Insurance Company, Japan
| | - Shinichiro Okamoto
- Department of Hematology, Saiseikai Central Hospital, Japan
- Department of Hematology, Keio University School of Medicine Graduate School of Medicine, Japan
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Characterization of Extramedullary Disease in B-ALL and Response to CAR T-cell Therapy. Blood Adv 2021; 6:2167-2182. [PMID: 34920453 PMCID: PMC9006258 DOI: 10.1182/bloodadvances.2021006035] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 11/16/2021] [Indexed: 11/30/2022] Open
Abstract
A substantial fraction of patients with relapsed/refractory B-ALL will have non-CNS EMD. CAR T cells may have limited efficacy in multifocal non-CNS EMD, and serial imaging is needed to identify and monitor EMD.
Chimeric antigen receptor (CAR) T cells effectively eradicate medullary B-cell acute lymphoblastic leukemia (B-ALL) and can traffic to and clear central nervous system (CNS) involvement. CAR T-cell activity in non-CNS extramedullary disease (EMD) has not been well characterized. We systematically evaluated CAR T-cell kinetics, associated toxicities, and efficacy in B-ALL non-CNS EMD. We conducted a retrospective review of B-ALL patients with non-CNS EMD who were screened for/enrolled on one of three CAR trials (CD19, CD22, and CD19/22) at our institution. Non-CNS EMD was identified according to histology or radiographic imaging at extramedullary sites excluding the cerebrospinal fluid and CNS parenchyma. Of ∼180 patients with relapsed/refractory B-ALL screened across multiple early-phase trials over an 8-year period, 38 (21.1%) presented with isolated non-CNS EMD (n = 5) or combined medullary/non-CNS EMD (n = 33) on 18-fluorodeoxyglucose positron emission tomography/computed tomography (FDG PET/CT) imaging. A subset receiving CAR T cells (18 infusions) obtained FDG PET/CT scans preinfusion and postinfusion to monitor response. At best response, 72.2% (13 of 18) of patients showed a medullary minimal residual disease–negative complete remission and complete (n = 7) or partial (n = 6) non-CNS EMD response. Non-CNS EMD responses to CAR T cells were delayed (n = 3), and residual non-CNS EMD was substantial; rarely, discrepant outcomes (marrow response without EMD response) were observed (n = 2). Unique CAR-associated toxicities at non-CNS EMD sites were seen in select patients. CAR T cells are active in B-ALL non-CNS EMD. Still, non-CNS EMD response to CAR T cells may be delayed and suboptimal, particularly with multifocal disease. Serial FDG PET/CT scans are necessary for identifying and monitoring non-CNS EMD.
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Scholtens AM, Verberne HJ. FDG uptake in marrow and spleen: What does it mean? : Importance of clinical context in the interpretation of FDG uptake in marrow and spleen in infective endocarditis. J Nucl Cardiol 2021; 28:2543-2544. [PMID: 32170645 DOI: 10.1007/s12350-020-02095-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 02/25/2020] [Indexed: 11/25/2022]
Affiliation(s)
- Asbjørn M Scholtens
- Department of Nuclear Medicine, Meander Medical Center, Amersfoort, The Netherlands.
| | - Hein J Verberne
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Amsterdam, The Netherlands
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Utility of 18F-FDG-PET for detecting acute lymphoblastic leukemia: a case series of pediatric acute lymphoblastic leukemia without hematological symptoms. Int J Hematol 2021; 115:287-292. [PMID: 34643875 DOI: 10.1007/s12185-021-03232-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 10/02/2021] [Accepted: 10/04/2021] [Indexed: 10/20/2022]
Abstract
Acute leukemia is typically diagnosed from presenting features related to hematological symptoms, but certain patients present with prominent musculoskeletal pain without signs of hematological abnormality. We reviewed the medical records of 58 children diagnosed with acute lymphoblastic leukemia (ALL) at our hospital to evaluate initial features. Forty six of these patients had hematological symptoms, anemia, or hemorrhage (Group H), while 12 patients had prominent musculoskeletal pain without hematological symptoms (Group P). Diagnosis of leukemia took significantly more time for those 12 patients (Group H, 17.1 days; Group P, 48.5 days). In three of the 12 patients in Group P, localized abnormal imaging findings and unremarkable blood test results led to initial diagnoses of chronic recurrent multifocal osteomyelitis, bone fracture, and septic osteomyelitis. However, 18F-fluorodeoxyglucose positron emission tomography (18F-FDG-PET) revealed multiple intense bone foci or systemic bone marrow uptake, leading to the diagnosis of ALL. A review of 18F-FDG-PET results from 23 patients with ALL who underwent a PET scan (Group H, n = 15; Group P, n = 8) showed multiple bone foci or systemic bone marrow uptake in all cases. In conclusion, lack of hematological symptoms in ALL patients can delay diagnosis, and 18F-FDG-PET is useful for diagnosing leukemia in such cases.
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Abstract
In this paper, two control problems for a symmetric model of cell dynamics related to leukemia are considered. The first one, in connection with classical chemotherapy, is that the evolution of the disease under treatment should follow a prescribed trajectory assuming that the drug works by increasing the cell death rates of both malignant and normal cells. In the case of the second control problem, as for targeted therapies, the drug is assumed to work by decreasing the multiplication rate of leukemic cells only, and the control objective is that the disease state reaches a desired endpoint. The solvability of the two problems as well as their stability are proved by using a general method of analysis. Some numerical simulations are included to illustrate the theoretical results and prove their applicability. The results can possibly be used to design therapeutic scenarios such that an expected clinical evolution can be achieved.
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12
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Pilkington P, Lopci E, Adam JA, Kobe C, Goffin K, Herrmann K. FDG-PET/CT Variants and Pitfalls in Haematological Malignancies. Semin Nucl Med 2021; 51:554-571. [PMID: 34272037 DOI: 10.1053/j.semnuclmed.2021.06.014] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Hematologic malignancies represent a vast group of hematopoietic and lymphoid cancers that typically involve the blood, the bone marrow, and the lymphatic organs. Due to extensive research and well defined and standardized response criteria, the role of [18F]FDG-PET/CT is well defined in these malignancies. Never the less, the reliability of visual and quantitative interpretation of PET/CT may be impaired by several factors including inconsistent scanning protocols and image reconstruction methods. Furthermore, the uptake of [18F]FDG not only reflects tissue glucose consumption by malignant lesions, but also in other situations such as in inflammatory lesions, local and systemic infections, benign tumors, reactive thymic hyperplasia, histiocytic infiltration, among others; or following granulocyte colony stimulating factors therapy, radiation therapy, chemotherapy or surgical interventions, all of which are a potential source of false-positive or negative interpretations. Therefore it is of paramount importance for the Nuclear Medicine Physician to be familiar with, not only the normal distribution of [18F]FDG in the body, but also with the most frequent findings that may hamper a correct interpretation of the scan, which could ultimately alter the patients management. In this review, we describe these myriad of situations so the interpreting physician can be familiar with them, providing tools for their correct identification and interpretation when possible.
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Affiliation(s)
- Patrick Pilkington
- Department of Nuclear Medicine, University Hospital 12 de Octubre, Madrid, Spain.
| | - Egesta Lopci
- Nuclear Medicine Unit, IRCCS-Humanitas Research Hospital, Rozzano (Milano), Italy
| | - Judit A Adam
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Carsten Kobe
- Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Karolien Goffin
- Department of Nuclear Medicine, University Hospital Leuven, Division of Nuclear Medicine and Molecular Imaging, KU Leuven, Leuven, Belgium
| | - Ken Herrmann
- Department of Nuclear Medicine, University of Duisburg-Essen and German Cancer Consortium (DKTK)-University Hospital Essen, Essen Germany; West German Cancer Center
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Imaging findings of granulocyte colony-stimulating factor-producing tumors: a case series and review of the literature. Jpn J Radiol 2021; 39:857-867. [PMID: 34021462 PMCID: PMC8413199 DOI: 10.1007/s11604-021-01130-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 04/28/2021] [Indexed: 11/21/2022]
Abstract
Granulocyte colony-stimulating factor (G-CSF)-producing tumors have an aggressive clinical course. Here, we report five cases of G-CSF-producing tumors and review the literature, focusing on imaging findings related to tumor-produced G-CSF. In addition to our cases, we identified 30 previous reports of G-CSF-producing tumors on which 18F-fluorodeoxyglucose positron emission tomography (FDG-PET)/CT, bone scintigraphy, or evaluation of bone marrow MR findings was performed. White blood cell count, serum C-reactive protein, and serum interleukin-6 were elevated in all cases for which these parameters were measured. G-CSF-producing tumors presented large necrotic masses (mean diameter 83.2 mm, range 17–195 mm) with marked FDG uptake (mean maximum standardized uptake value: 20.09). Diffuse FDG uptake into the bone marrow was shown in 28 of the 31 cases in which FDG-PET/CT was performed. The signal intensity of bone marrow suggested marrow reconversion in all seven MRI-assessable cases. Bone scintigraphy demonstrated no significant uptake, except in two cases with bone metastases. Splenic FDG uptake was increased in 8 of 10 cases in which it was evaluated. These imaging findings may reflect the effects of tumor-produced G-CSF. The presence of G-CSF-producing tumors should be considered in patients with cancer who show these imaging findings and marked inflammatory features of unknown origin.
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14
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Li W, Liu H, Cheng F, Li Y, Li S, Yan J. Artificial intelligence applications for oncological positron emission tomography imaging. Eur J Radiol 2020; 134:109448. [PMID: 33307463 DOI: 10.1016/j.ejrad.2020.109448] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 10/07/2020] [Accepted: 11/26/2020] [Indexed: 12/16/2022]
Abstract
Positron emission tomography (PET), a functional and dynamic molecular imaging technique, is generally used to reveal tumors' biological behavior. Radiomics allows a high-throughput extraction of multiple features from images with artificial intelligence (AI) approaches and develops rapidly worldwide. Quantitative and objective features of medical images have been explored to recognize reliable biomarkers, with the development of PET radiomics. This paper will review the current clinical exploration of PET-based classical machine learning and deep learning methods, including disease diagnosis, the prediction of histological subtype, gene mutation status, tumor metastasis, tumor relapse, therapeutic side effects, therapeutic intervention and evaluation of prognosis. The applications of AI in oncology will be mainly discussed. The image-guided biopsy or surgery assisted by PET-based AI will be introduced as well. This paper aims to present the applications and methods of AI for PET imaging, which may offer important details for further clinical studies. Relevant precautions are put forward and future research directions are suggested.
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Affiliation(s)
- Wanting Li
- Shanxi Medical University, Taiyuan 030009, PR China; Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan 030001, PR China; Collaborative Innovation Center for Molecular Imaging, Taiyuan 030001, PR China
| | - Haiyan Liu
- Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan 030001, PR China; Collaborative Innovation Center for Molecular Imaging, Taiyuan 030001, PR China; Cellular Physiology Key Laboratory of Ministry of Education, Translational Medicine Research Center, Shanxi Medical University, Taiyuan 030001, PR China
| | - Feng Cheng
- Shanxi Medical University, Taiyuan 030009, PR China
| | - Yanhua Li
- Shanxi Medical University, Taiyuan 030009, PR China
| | - Sijin Li
- Shanxi Medical University, Taiyuan 030009, PR China; Department of Nuclear Medicine, First Hospital of Shanxi Medical University, Taiyuan 030001, PR China; Collaborative Innovation Center for Molecular Imaging, Taiyuan 030001, PR China.
| | - Jiangwei Yan
- Shanxi Medical University, Taiyuan 030009, PR China.
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15
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Buschner G, Feuerecker B, Spinner S, Seidl C, Essler M. Differentiation of acute myeloid leukemia (AML) cells with ATRA reduces 18F-FDG uptake and increases sensitivity towards ABT-737-induced apoptosis. Leuk Lymphoma 2020; 62:630-639. [PMID: 33140666 DOI: 10.1080/10428194.2020.1839648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Acute myeloid leukemia (AML) is a malignant disease of the bone marrow, comprising various subtypes. We have investigated seven different AML cell lines that showed different sensitivities toward the inducer of apoptosis ABT-737, with IC50 concentrations ranging from 9.9 nM to 1.8 µM. Besides, the AML cell lines revealed distinct differences in 18F-FDG uptake ranging from 4.1 to 11.0%. Moreover, the Pearson coefficient (0.363) suggests a moderate correlation between 18F-FDG uptake and the IC50 values of ABT-737. Differentiation of the AML cell lines NB-4 and AML-193 with all-trans-retinoic-acid (ATRA) induced a significant increase in sensitivity towards ABT-737 along with a reduced uptake of 18F-FDG. Therefore, 18F-FDG uptake could be predictive on sensitivity to treatment with ABT-737. Furthermore, because differentiation treatment of AML cells using ATRA reduced 18F-FDG uptake and increased sensitivity towards ABT-737, a combined treatment regimen with ATRA and ABT-737 might be a promising therapeutic option in the future.
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Affiliation(s)
- Gabriel Buschner
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Benedikt Feuerecker
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Sabine Spinner
- Department of Hematology and Oncology, Internal Medicine III, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christof Seidl
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Markus Essler
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Department of Nuclear Medicine, Universitätsklinikum Bonn, Bonn, Germany
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16
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Zhao Z, Hu Y, Li J, Zhou Y, Zhang B, Deng S. Applications of PET in Diagnosis and Prognosis of Leukemia. Technol Cancer Res Treat 2020; 19:1533033820956993. [PMID: 32875963 PMCID: PMC7476341 DOI: 10.1177/1533033820956993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
As a malignant hematopoietic stem cell disease, leukemia remains life-threatening due to its increasing incidence rate and mortality rate. Therefore, its early diagnosis and treatment play a very important role. In the present work, we systematically reviewed the current applications and future directions of positron emission tomography (PET) in patients with leukemia, especially 18F-FDG PET/CT. As a useful imaging approach, PET significantly contributes to the diagnosis and treatment of different types of leukemia, especially in the evaluation of extramedullary infiltration, monitoring of leukemia relapse, detection of Richter’s transformation (RT), and assessment of the inflammatory activity associated with acute graft versus host disease. Future investigations should be focused on the potential of PET/CT in the prediction of clinical outcomes in patients with leukemia and the utility of novel radiotracers.
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Affiliation(s)
- Zixuan Zhao
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yanwen Hu
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jihui Li
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yeye Zhou
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Bin Zhang
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Shengming Deng
- Department of Nuclear Medicine, 74566The First Affiliated Hospital of Soochow University, Suzhou, China
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17
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Srideshikan SM, Brooks J, Zuro D, Kumar B, Sanchez J, Echavarria Parra L, Orellana M, Vishwasrao P, Nair I, Chea J, Poku K, Bowles N, Miller A, Ebner T, Molnar J, Rosenthal J, Vallera DA, Wong JYC, Stein AS, Colcher D, Shively JE, Yazaki PJ, Hui SK. ImmunoPET, [ 64Cu]Cu-DOTA-Anti-CD33 PET-CT, Imaging of an AML Xenograft Model. Clin Cancer Res 2019; 25:7463-7474. [PMID: 31548348 DOI: 10.1158/1078-0432.ccr-19-1106] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 07/13/2019] [Accepted: 09/11/2019] [Indexed: 12/19/2022]
Abstract
PURPOSE Acute myeloid leukemia (AML) is a highly aggressive form of leukemia, which results in poor survival outcomes. Currently, diagnosis and prognosis are based on invasive single-point bone marrow biopsies (iliac crest). There is currently no AML-specific noninvasive imaging method to detect disease, including in extramedullary organs, representing an unmet clinical need. About 85% to 90% of human myeloid leukemia cells express CD33 cell surface receptors, highlighting CD33 as an ideal candidate for AML immunoPET. EXPERIMENTAL DESIGN We evaluated whether [64Cu]Cu-DOTA-anti-CD33 murine mAb can be used for immunoPET imaging of AML in a preclinical model. MicroCT was adjusted to detect spatial/anatomical details of PET activity. For translational purposes, a humanized anti-CD33 antibody was produced; we confirmed its ability to detect disease and its distribution. We reconfirmed/validated CD33 antibody-specific targeting with an antibody-drug conjugate (ADC) and radioimmunotherapy (RIT). RESULTS [64Cu]Cu-DOTA-anti-CD33-based PET-CT imaging detected CD33+ AML in mice with high sensitivity (95.65%) and specificity (100%). The CD33+ PET activity was significantly higher in specific skeletal niches [femur (P < 0.00001), tibia (P = 0.0001), humerus (P = 0.0014), and lumber spine (P < 0.00001)] in AML-bearing mice (over nonleukemic control mice). Interestingly, the hybrid PET-CT imaging showed high disease activity in the epiphysis/metaphysis of the femur, indicating regional spatial heterogeneity. Anti-CD33 therapy using newly developed humanized anti-CD33 mAb as an ADC (P = 0.02) and [225Ac]Ac-anti-CD33-RIT (P < 0.00001) significantly reduced disease burden over that of respective controls. CONCLUSIONS We have successfully developed a novel anti-CD33 immunoPET-CT-based noninvasive modality for AML and its spatial distribution, indicating a preferential skeletal niche.
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MESH Headings
- Animals
- Antibodies, Monoclonal, Humanized/pharmacokinetics
- Cell Line, Tumor
- Copper Radioisotopes/chemistry
- Disease Models, Animal
- Heterocyclic Compounds, 1-Ring/chemistry
- Immunoconjugates/pharmacokinetics
- Leukemia, Myeloid, Acute/diagnostic imaging
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/pathology
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Positron Emission Tomography Computed Tomography/methods
- Radiopharmaceuticals/pharmacokinetics
- Sialic Acid Binding Ig-like Lectin 3/antagonists & inhibitors
- Sialic Acid Binding Ig-like Lectin 3/immunology
- Tissue Distribution
- Xenograft Model Antitumor Assays
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Affiliation(s)
| | - Jamison Brooks
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Darren Zuro
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Bijender Kumar
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - James Sanchez
- Beckman Research Institute of City of Hope, Duarte, California
| | | | - Marvin Orellana
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Paresh Vishwasrao
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Indu Nair
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Junie Chea
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Kofi Poku
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Nicole Bowles
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Aaron Miller
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Todd Ebner
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Justin Molnar
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Joseph Rosenthal
- Department of Pediatrics, City of Hope National Medical Center, Duarte, California
| | - Daniel A Vallera
- Department of Therapeutic Radiology-Radiation Oncology, University of Minnesota, Minneapolis, Minnesota
| | - Jeffrey Y C Wong
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California
| | - Anthony S Stein
- Department of Hematology/HCT, City of Hope National Medical Center, Duarte, California
| | - David Colcher
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - John E Shively
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Paul J Yazaki
- Department of Molecular Imaging & Therapy, Beckman Research Institute of City of Hope, Duarte, California
| | - Susanta K Hui
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, California.
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18
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Li H, Xu C, Xin B, Zheng C, Zhao Y, Hao K, Wang Q, Wahl RL, Wang X, Zhou Y. 18F-FDG PET/CT Radiomic Analysis with Machine Learning for Identifying Bone Marrow Involvement in the Patients with Suspected Relapsed Acute Leukemia. Am J Cancer Res 2019; 9:4730-4739. [PMID: 31367253 PMCID: PMC6643435 DOI: 10.7150/thno.33841] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 05/14/2019] [Indexed: 12/14/2022] Open
Abstract
18F-FDG PET / CT is used clinically for the detection of extramedullary lesions in patients with relapsed acute leukemia (AL). However, the visual analysis of 18F-FDG diffuse bone marrow uptake in detecting bone marrow involvement (BMI) in routine clinical practice is still challenging. This study aims to improve the diagnostic performance of 18F-FDG PET/CT in detecting BMI for patients with suspected relapsed AL. Methods: Forty-one patients (35 in training group and 6 in independent validation group) with suspected relapsed AL were retrospectively included in this study. All patients underwent both bone marrow biopsy (BMB) and 18F-FDG PET/CT within one week. The BMB results were used as the gold standard or real “truth” for BMI. The bone marrow 18F-FDG uptake was visually diagnosed as positive and negative by three nuclear medicine physicians. The skeletal volumes of interest were manually drawn on PET/CT images. A total of 781 PET and 1045 CT radiomic features were automatically extracted to provide a more comprehensive understanding of the embedded pattern. To select the most important and predictive features, an unsupervised consensus clustering method was first performed to analyze the feature correlations and then used to guide a random forest supervised machine learning model for feature importance analysis. Cross-validation and independent validation were conducted to justify the performance of our model. Results: The training group involved 16 BMB positive and 19 BMB negative patients. Based on the visual analysis of 18F-FDG PET, 3 patients had focal uptake, 8 patients had normal uptake, and 24 patients had diffuse uptake. The sensitivity, specificity, and accuracy of visual analysis for BMI diagnosis were 62.5%, 73.7%, and 68.6%, respectively. With the cross-validation on the training group, the machine learning model correctly predicted 31 patients in BMI. The sensitivity, specificity, and accuracy of the machine learning model in BMI detection were 87.5%, 89.5%, and 88.6%, respectively, significantly higher than the ones in visual analysis (P < 0.05). The evaluation on the independent validation group showed that the machine learning model could achieve 83.3% accuracy. Conclusions:18F-FDG PET/CT radiomic analysis with machine learning model provided a quantitative, objective and efficient mechanism for identifying BMI in the patients with suspected relapsed AL. It is suggested in particular for the diagnosis of BMI in the patients with 18F-FDG diffuse uptake patterns.
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19
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Zhou M, Chen Y, Liu J, Huang G. A predicting model of bone marrow malignant infiltration in 18F-FDG PET/CT images with increased diffuse bone marrow FDG uptake. J Cancer 2018; 9:1737-1744. [PMID: 29805699 PMCID: PMC5968761 DOI: 10.7150/jca.24836] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 02/01/2018] [Indexed: 11/05/2022] Open
Abstract
Purpose: To demonstrate the relationship between the etiologies of increased diffuse bone marrow (BM) 18F-FDG uptake and PET/CT imaging/clinical features, as well as to explore a predicting model of BM malignant infiltration (MI) based on decision tree. Methods: 84 patients with increased diffuse BM uptake were retrospectively enrolled. Their complete case record and PET/CT images were reviewed, with the maximal standardized uptake values of bone marrow (SUVmaxBM) and other imaging/clinical features were noted. At the same time, the differences in imaging/clinical features between bone marrow MI and non-MI groups were compared. The decision tree for predicting MI was established by C5.0 component of SPSS Clementine. Results: In patients with homogenously increased BM uptake, 21 patients had MI resulted from leukemia, lymphoma and small cell lung cancer (SCLC). MI group had higher SUVmaxBM than non-MI group (6.7±3.1 vs 4.2±0.9, p=0.001). However, a considerable proportion of MI patients had similar SUVmaxBM to non-MI patients, which were mainly seen in lymphoplasmacytic lymphoma/Waldenström macroglobulinemia (LPL/WM), chronic myeloid leukemia (CML) and multiple myeloma (MM). There were significant differences in other factors between the two groups. MI patients were highly associated with SUVmaxAP/AX≥1 (the ratio of SUVmaxBM of appendicular skeleton to that of axial skeleton), hepatosplenomegaly, older age and lower rate of fever. The decision tree combining SUVmaxBM, SUVmaxAP/AX, fever and hepatosplenomegaly achieved a sensitivity of 81.0%, a specificity of 98.4% and an accuracy of 94.0% for predicting MI. Conclusion: Increased diffuse BM 18F-FDG uptake can be attributed to both bone marrow MI and benign etiologies. A decision tree based on C5.0 algorithm, combining PET/CT imaging and clinical features, is of potential use in discriminating BM malignant infiltration from patients with increased diffuse BM uptake.
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Affiliation(s)
- Mingge Zhou
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yumei Chen
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jianjun Liu
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Gang Huang
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Cancer Metabolism, Institute of Health Sciences, Chinese Academy of Sciences and Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Key Lab. For Molecular Biology & Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, China
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20
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Ojamies PN, Kontro M, Edgren H, Ellonen P, Heckman C, Porkka K, Wolf M, Kallioniemi O. Case studies investigating genetic heterogeneity between anatomically distinct bone marrow compartments in acute myeloid leukemia. Leuk Lymphoma 2018; 59:3002-3005. [PMID: 29616861 DOI: 10.1080/10428194.2018.1453067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Poojitha N Ojamies
- a Institute for Molecular Medicine Finland, FIMM, University of Helsinki , Helsinki , Finland
| | - Mika Kontro
- b Hematology Research Unit Helsinki, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center , Helsinki , Finland
| | | | - Pekka Ellonen
- a Institute for Molecular Medicine Finland, FIMM, University of Helsinki , Helsinki , Finland
| | - Caroline Heckman
- a Institute for Molecular Medicine Finland, FIMM, University of Helsinki , Helsinki , Finland
| | - Kimmo Porkka
- b Hematology Research Unit Helsinki, University of Helsinki and Helsinki University Hospital Comprehensive Cancer Center , Helsinki , Finland
| | - Maija Wolf
- a Institute for Molecular Medicine Finland, FIMM, University of Helsinki , Helsinki , Finland
| | - Olli Kallioniemi
- a Institute for Molecular Medicine Finland, FIMM, University of Helsinki , Helsinki , Finland.,d Science for Life Laboratory, Department of Oncology and Pathology , Karolinska Institutet , Solna , Sweden
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21
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Chen Y, Zhou M, Liu J, Huang G. Prognostic Value of Bone Marrow FDG Uptake Pattern of PET/CT in Newly Diagnosed Diffuse Large B-cell Lymphoma. J Cancer 2018; 9:1231-1238. [PMID: 29675104 PMCID: PMC5907671 DOI: 10.7150/jca.23714] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 02/28/2018] [Indexed: 12/19/2022] Open
Abstract
Purpose: The value of 18F-fluorodeoxyglucose positron emission tomography /computed tomography (18F-FDG PET/CT) in assessing bone marrow involvement (BMI) of lymphoma remains controversial. The present study aims to evaluate the prognostic meaning of bone marrow FDG uptake pattern in PET/CT of newly diagnosed diffuse large B-cell lymphoma (DLBCL) patients. Materials and Methods: 193 newly diagnosed DLBCL patients were retrospectively analyzed. All patients received 6-8 cycles of rituximab plus cyclophosphamide, doxorubicin, vincristine and prednisone (R-CHOP). The type of BM FDG uptake pattern was recorded by two blinded reviewers independently. The relationship between clinicopathologic features and BM patterns was analyzed. The prognostic value of different BM patterns was evaluated by Log-rank test and Cox-regression analysis. Results: Out of 193 patients, 28 (15%) patients had focal BM FDG uptake higher than liver (fPET+), 18 (9%) patients showed diffuse BM uptake higher than liver (dPET+) and 147 (76%) patients had normal BM uptake (lower than liver) (nPET). BMB positive was found in 35.7% (10/28) of fPET+ patients, in 16.7% (3/18) of dPET+ patients and in 0.7% (1/147) of nPET patients. Diffuse BM pattern was associated with lower hemoglobin level and a trend of higher erythrocyte sedimentation rate (ESR). dPET+ patients had similar 3y-progression-free survival (3y-PFS) and 3y-overall survival (3y-OS) compared with nPET patients (80.5% vs 81.5%, p=0.701; 94.1% vs 90.6%, p=0.809, respectively), while fPET+ patients had worse 3y-PFS and 3y-OS compared with fPET- patients (32.7% vs 81.4%, p<0.001; 69.4% vs 90.9%, p=0.003, respectively). Multivariate analysis showed fPET+ (HR=2.270, p=0.025) and stage III/IV (HR=4.909, p=0.026) were independent predictors for PFS, but no factors were independently predictive for OS. Conclusion: PET/CT-directed BM patterns are meaningful in predicting prognosis of newly diagnosed DLBCL patients. Focal BM pattern is an independent predictor for PFS.
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Affiliation(s)
- Yumei Chen
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Mingge Zhou
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jianjun Liu
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Gang Huang
- Department of Nuclear Medicine, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,Department of Cancer Metabolism, Institute of Health Sciences, Chinese Academy of Sciences and Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Key Lab. For Molecular Biology & Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, China
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22
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Boddu P, Oviedo SP, Rausch CR, Yam C, Daver N, Kantarjian H, Kadia TM. PET-CT in AML-related hemophagocytic lymphohistiocytosis. Leuk Lymphoma 2017; 59:1486-1489. [PMID: 28958191 DOI: 10.1080/10428194.2017.1379079] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Prajwal Boddu
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Sergio Pina Oviedo
- b Department of Hematopathology , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Caitlin R Rausch
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Clinton Yam
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Naval Daver
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Hagop Kantarjian
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
| | - Tapan M Kadia
- a Department of Leukemia , The University of Texas, MD Anderson Cancer Center , Houston , TX , USA
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23
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Jiang L, Xiu Y, Gu T, Dong C, Wu B, Shi H. Imaging characteristics of adult onset Still's disease demonstrated with 18F-FDG PET/CT. Mol Med Rep 2017; 16:3680-3686. [PMID: 28765926 DOI: 10.3892/mmr.2017.7022] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 05/26/2017] [Indexed: 11/05/2022] Open
Abstract
The diagnosis of adult onset Still's disease (AOSD) is non‑specific, and requires the exclusion of other diseases including infectious, inflammatory and malignant diseases. The current study aimed to summarize the imaging characteristics of fluorodeoxyglucose (18F‑FDG) positron emission tomography (PET)/computerized tomography (CT) in patients with AOSD. The 18F‑FDG PET/CT characteristic observations of 32 patients with definite AOSD were retrospectively reviewed based on visual interpretation and the semi‑quantitative index of standard uptake value of maximum (SUVmax). Among 32 patients, no normal case was observed. Abnormal FDG accumulation by the spleen, bone marrow and lymph nodes was the main observation of the PET/CT images. Totals of 27 (84.4%) and 26 cases (81.3%) were identified with diffusely elevated FDG uptake by the spleen and bone marrow, respectively, and the average SUVmax was 4.2±1.1 and 4.6±0.6, respectively. A total of 20 cases (62.5%) showed lymphadenopathy with FDG uptake, with the range of SUVmax from 2.2‑13.9. In addition, 7 patients (21.9%) were observed to exhibit effusion without FDG uptake, 1 case presented with abnormal FDG uptake by the skin, and another by the right shoulder joint. In addition, no abnormally elevated FDG uptake by the liver or large vessels was observed. Due to non‑specific imaging features, 18F‑FDG PET/CT could not be directly helpful in diagnosing AOSD. However, 18F‑FDG PET/CT serves important roles in evaluating the involved extent of AOSD, and guiding the biopsy of lymph nodes, bone marrow or other tissues, which may aid in the development of novel clinical management strategies.
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Affiliation(s)
- Lei Jiang
- Department of Nuclear Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
| | - Yan Xiu
- Department of Nuclear Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
| | - Taoying Gu
- Department of Nuclear Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
| | - Caihong Dong
- Shanghai Institute of Medical Imaging, Shanghai 200032, P.R. China
| | - Bing Wu
- Department of Nuclear Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
| | - Hongcheng Shi
- Department of Nuclear Medicine, Zhongshan Hospital, Fudan University, Shanghai 200032, P.R. China
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24
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Navarro SM, Matcuk GR, Patel DB, Skalski M, White EA, Tomasian A, Schein AJ. Musculoskeletal Imaging Findings of Hematologic Malignancies. Radiographics 2017; 37:881-900. [PMID: 28388273 DOI: 10.1148/rg.2017160133] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Hematologic malignancies comprise a set of prevalent yet clinically diverse diseases that can affect every organ system. Because blood components originate in bone marrow, it is no surprise that bone marrow is a common location for both primary and metastatic hematologic neoplasms. Findings of hematologic malignancy can be seen with most imaging modalities including radiography, computed tomography (CT), technetium 99m (99mTc) methylene diphosphonate (MDP) bone scanning, fluorine 18 (18F) fluorodeoxyglucose (FDG) positron emission tomography (PET)/CT, and magnetic resonance (MR) imaging. Because of the diversity of imaging appearances and clinical behavior of this spectrum of disease, diagnosis can be challenging, and profound understanding of the underlying pathophysiologic changes and current treatment modalities can be daunting. The appearance of normal bone marrow at MR imaging and FDG PET/CT is also varied due to dynamic compositional changes with normal aging and in response to hematologic demand or treatment, which can lead to false-positive interpretation of imaging studies. In this article, the authors review the normal maturation and imaging appearance of bone marrow. Focusing on lymphoma, leukemia, and multiple myeloma, they present the spectrum of imaging findings of hematologic malignancy affecting the musculoskeletal system and the current imaging tools available to the radiologist. They discuss the imaging findings of posttreatment bone marrow and review commonly used staging systems and consensus recommendations for appropriate imaging for staging, management, and assessment of clinical remission. ©RSNA, 2017.
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Affiliation(s)
- Shannon M Navarro
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - George R Matcuk
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - Dakshesh B Patel
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - Matthew Skalski
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - Eric A White
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - Anderanik Tomasian
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
| | - Aaron J Schein
- From the Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, Calif (S.M.N., G.R.M., D.B.P., M.S., E.A.W., A.T.); and Los Robles Radiology Associates, 227 Janss Rd, Ste 150, Thousand Oaks, CA 91360 (A.J.S.)
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Chandra P, Dhake S, Purandare N, Agrawal A, Shah S, Rangarajan V. Role of FDG PET/CT in Diagnostic Evaluation of Granulocytic Sarcomas: A Series of 12 Patients. Indian J Nucl Med 2017; 32:198-202. [PMID: 28680203 PMCID: PMC5482015 DOI: 10.4103/ijnm.ijnm_10_17] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE Granulocytic sarcoma (GS) is a rare extramedullary manifestation in patients with acute myeloid leukemia (AML), which can precede the diagnosis or occur in the posttreatment setting. Unlike its established role in other hematological malignancies like Hodgkin's on non-Hodgkin's disease, the exact role of positron emission tomography/computed tomography (PET/CT) in AML with or without GS remains to be defined. MATERIALS AND METHODS We retrospectively reviewed PET/CT scans of 12 patients with histologically proven GS. Marrow examination of these patients identified nine patients with isolated GS (without existent leukemia) and three patients with coexistent leukemia. RESULTS PET/CT accurately identified all clinically evident GS in all 12 patients at initial staging and at follow-up with tumors, showing moderate to high 2-deoxy-2-fluoro-D-glucose uptake. Coexistent marrow disease was seen on PET/CT in three patients, which was confirmed on histopathology. In the same patients, PET/CT also detected additional sites of extramedullary disease in 66.6% (n = 8), which was either clinically occult or not evident on routine CT. CONCLUSION PET/CT appears to be a highly sensitive imaging modality in diagnostic evaluation of GS. The most important indication of using PET/CT in these cases is to identify additional sites of clinically occult extramedullary disease, which can potentially impact treatment decisions and outcomes.
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Affiliation(s)
- Piyush Chandra
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Sanket Dhake
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Nilendu Purandare
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Archi Agrawal
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Sneha Shah
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | - Venkatesh Rangarajan
- Department of Nuclear Medicine and Molecular Imaging, Tata Memorial Hospital, Mumbai, Maharashtra, India
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Alam MS, Fu L, Ren YY, Wu HB, Wang QS, Han YJ, Zhou WL, Li HS, Wang Z. 18F-FDG super bone marrow uptake: A highly potent indicator for the malignant infiltration. Medicine (Baltimore) 2016; 95:e5579. [PMID: 28033252 PMCID: PMC5207548 DOI: 10.1097/md.0000000000005579] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The present study was performed to investigate whether the markedly 2-deoxy-2-(fluorine-18) fluoro-D-glucose (F-FDG) uptake in the bone marrow (BM) is a presentation of malignant infiltration (MI).Super bone marrow uptake (super BMU) was used to name the markedly F-FDG uptake on BM, which was similar to or higher than that of the brain. From April 2008 to December 2015, 31 patients with such presentation were retrospectively reviewed. The F-FDG uptake was semiquantified using SUVmax and BM to cerebellum (BM/C) ratio. The origin of super BMU was diagnosed by pathology. Some blood parameters, as well as fever, were also collected and analyzed. For comparison, 106 patients with mildly and moderately uptake in BM and 20 healthy subjects were selected as the control group.Bone marrow MI was diagnosed in 93.5% (29/31) patients with super BMU, which mostly originated from acute leukemia and highly aggressive lymphoma. The super BMU group had markedly higher F-FDG uptake in the BM than those of mildly and moderately uptake, and the control subjects (all P = 0.000) and the BM/C ratio reached a high of 1.24 ± 0.36. The incidence of bone marrow MI in the super BMU group was markedly higher than that of mildly and moderately uptake (93.5% vs 36.8%, P = 0.000). Based on the receiver operating characteristic analysis, when cut-off values of BM/C and SUVmax were set at 0.835 and 6.560, the diagnostic specificity for bone marrow MI reached the high levels of 91.4% and 95.7%, respectively. In 15 patients with bone marrow MI, the extra-BM malignant lesions were simultaneously detected by F-FDG PET/CT. The liver and the nasal cavity involvements were only found in the patients with lymphoma, but not in those with leukemia. A decrease of leukocyte, hemoglobin, and platelet counts was noted in 48.4%, 86.2%, and 51.5% of patients with bone marrow MI, respectively.The present study revealed that super BMU was a highly potent indicator for the bone marrow MI.
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Abstract
A 26-year-old man had unilateral facial numbness. A brain MRI suggested possible brain metastases. F-FDG and C-choline PET/CT revealed multiple sites of abnormal activity in the body. However, C-choline PET/CT was more impressive than FDG PET/CT. Especially, the brain lesions revealed by MRI had only elevated C-choline uptake but had FDG uptake levels similar to adjacent brain. Acute myeloid leukemia was diagnosed after bone marrow biopsy.
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