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Hasenstab KA, Lu J, Leong LT, Bossard E, Pylarinou-Sinclair E, Devi K, Cunha GM. Relationship between spleen volume and diameter for assessment of response to treatment on CT in patients with hematologic malignancies enrolled in clinical trials. Abdom Radiol (NY) 2025:10.1007/s00261-025-05030-7. [PMID: 40448843 DOI: 10.1007/s00261-025-05030-7] [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: 04/21/2025] [Revised: 05/17/2025] [Accepted: 05/21/2025] [Indexed: 06/02/2025]
Abstract
PURPOSE Investigate spleen diameter (d) and volume (v) relationship in patients with hematologic malignancies (HM) by determining volumetric thresholds that best correlate to established diameter thresholds for assessing response to treatment. Exploratorily, interrogate the impact of volumetric measurements in response categories and as a predictor of response. METHODS Secondary analysis of prospectively collected clinical trial data of 382 patients with HM. Spleen diameters were computed following Lugano criteria and volumes using deep learning segmentation. d and v relationship was estimated using power regression model, volumetric thresholds ([Formula: see text]) for treatment response estimated; threshold search to determine percentual change ([Formula: see text] and minimum volumetric increase ([Formula: see text]) that maximize agreement with Lugano criteria performed. Spleen diameter and volume predictive performance for clinical response investigated using random forest model. RESULTS [Formula: see text] describes the relationship between spleen diameter and volume. [Formula: see text] for splenomegaly was 546 cm³. [Formula: see text], [Formula: see text], and [Formula: see text] for assessing response resulting in highest agreement with Lugano criteria were 570 cm3, 73%, and 170 cm3, respectively. Predictive performance for response between diameter and volume were not significantly different (P=0.78). CONCLUSION This study provides empirical spleen volume threshold and percentual changes that best correlate with diameter thresholds, i.e., Lugano criteria, for assessment of response to treatment in patients with HM. In our dataset use of spleen volumetric thresholds versus diameter thresholds resulted in similar response assessment categories and did not signal differences in predictive values for response.
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Affiliation(s)
- Kyle A Hasenstab
- Department of Mathematics and Statistics, San Diego State University, San Diego, USA
| | - Jie Lu
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Lambert T Leong
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Emily Bossard
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Evye Pylarinou-Sinclair
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Karthika Devi
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA
| | - Guilherme M Cunha
- OncoRad Research Core, Department of Radiology, Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA.
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Xu S, Cao M, Chen L, Shi J, Wang X, Li L, Wang L, Zhang J. Evaluation of Splenic Involvement in Lymphomas Using Extracellular Volume Fraction Computed Tomography. J Comput Assist Tomogr 2025; 49:225-233. [PMID: 39438278 DOI: 10.1097/rct.0000000000001664] [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: 10/25/2024]
Abstract
OBJECTIVE To evaluate whether the extracellular volume (ECV) fraction can be used to identify splenic involvement in lymphoma patients and whether it can be used to improve the diagnostic performance of conventional computed tomography (CT) in the diagnosis of splenic diffuse involvement. METHODS Consecutive patients with newly diagnosed lymphoma who underwent abdomen contrast-enhanced CT and 18 F-fluorodeoxyglucose positron emission tomography/CT for diagnosis or staging were retrospectively enrolled. Patients were divided into the splenic involvement (diffuse or focal) and noninvolvement groups. The ECV fraction was obtained in all patients. In the splenic diffuse involvement and noninvolvement groups, spleen vertical length (SVL) >13 cm and obliteration of normal heterogeneous enhancement of the spleen in arterial phase were recorded. Receiver operating characteristic curve was used to analyze the diagnostic performance, and area under the curve (AUC) comparison was performed using the Delong test. RESULTS A total of 135 patients were included, 56 patients with splenic involvement (36 diffuse and 20 focal) and 79 patients with noninvolvement. Splenic involvement can be identified via the ECV fraction (AUC = 0.839). In distinguishing splenic diffuse involvement, the AUC of the ECV fraction was superior to the SVL >13 cm (0.788 vs 0.627, P = 0.007) and obliteration of normal heterogeneous enhancement of the spleen (0.788 vs 0.596, P = 0.001). The combination of ECV fraction and SVL >13 cm demonstrated superior diagnostic performance, with an AUC of 0.830, surpassing all other parameters. CONCLUSION The ECV fraction can be used to identify splenic involvement. The ECV fraction combined with SVL >13 cm is recommended for the prediction of splenic diffuse involvement.
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Affiliation(s)
| | | | - Longlan Chen
- Nuclear Medicine, Chongqing University Cancer Hospital, Chongqing, China
| | | | | | - Lan Li
- Departments of Radiology and
| | - Lu Wang
- Departments of Radiology and
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Kozuki R, Sugimoto T, Goto H, Miyamoto N, Hirakawa Y, Umeno A, Idei M, Tagawa S, Namba F, Tani R, Ohmori M, Hamanaka A, Adachi S, Tomita M. Optimal index for detecting splenic involvement on 18F-fluorodeoxyglucose positron emission tomography/computed tomography imaging in diffuse large B-cell lymphoma. Medicine (Baltimore) 2024; 103:e37290. [PMID: 38428864 PMCID: PMC10906632 DOI: 10.1097/md.0000000000037290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 01/26/2024] [Indexed: 03/03/2024] Open
Abstract
Accurate clinical staging is important in diffuse large B-cell lymphoma (DLBCL) to adapt to optimal therapy. Splenic involvement of DLBCL has been recently more detectable with the advancement of a diagnostic scan by 18F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT). Our clinical question is whether splenic involvement was adequately diagnosed by FDG-PET/CT imaging. This retrospective study aimed to determine the optimal index for evaluating splenic involvement in patients with DLBCL. Patients with newly diagnosed DLBCL who were examined with FDG-PET/CT at diagnosis and the end of induction chemotherapy (EOI) was enrolled. The splenic involvement with the splenic FDG uptake value higher than that of the liver at diagnosis or with the decrease of splenic uptake at EOI by visual evaluation was evaluated as positive. The calculative evaluation of splenic involvement, based on the data of standardized uptake value (SUV) of the spleen, used maximum SUV (SUVmax), mean SUV (SUVmean), spleen total lesion glycolysis (spleen TLG), and spleen length. A change in each index following induction chemotherapy was expressed as an index. Receiver operating characteristic analysis was used to set the cutoff value for each index. This study included 52 patients. Spleen TLG (0.904) showed the best accuracy, followed by SUVmax (0.885) and SUVmean (0.885), among the 5 indexes for splenic involvement at diagnosis. Splenic involvement was predicted with a higher accuracy level (0.923) when selecting the cases with values higher than the cutoff level on both spleen TLG and SUVmax. The decision at EOI was more suitable by selecting both positive cases of ∆ TLG and ∆ SUVmax. Obtaining both the positive spleen TLG and SUVmax is recommended at diagnosis to predict splenic involvement. The assessment by ∆ spleen TLG and ∆ SUVmax seems to be optimal.
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Affiliation(s)
- Ryohei Kozuki
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Takeshi Sugimoto
- Department of Hematology and Oncology, Kita-Harima Medical Center, Hyogo, Japan
| | - Hideaki Goto
- Department of Hematology and Oncology, Kita-Harima Medical Center, Hyogo, Japan
- Department of Oncology and Hematology, Hyogo Prefectural HarimaHimeji General Medical Center, Himeji, Japan
| | - Naokazu Miyamoto
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Yuri Hirakawa
- Department of Hematology and Oncology, Kita-Harima Medical Center, Hyogo, Japan
| | - Akihiro Umeno
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Mari Idei
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Sumire Tagawa
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Fumiko Namba
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Ryuichiro Tani
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Mika Ohmori
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Akihiro Hamanaka
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Shuji Adachi
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
| | - Masaru Tomita
- Department of Diagnostic Radiology, Kita-Harima Medical Center, Hyogo, Japan
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Mayerhoefer ME, Raderer M, Weber M, Lamm W, Kiesewetter B, Hacker M, Nics L, Schmitl S, Leithner D, Wester HJ, Haug A. 68Ga-Pentixafor PET/MRI for Treatment Response Assessment in Mantle Cell Lymphoma: Comparison Between Changes in Lesion CXCR4 Expression on PET and Lesion Size and Diffusivity on MRI. Clin Nucl Med 2023; 48:557-562. [PMID: 37272977 PMCID: PMC10247159 DOI: 10.1097/rlu.0000000000004638] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
PURPOSE The aim of this study was to compare CXCR4 imaging with 68Ga-pentixafor PET to MRI for treatment response assessment in patients with mantle cell lymphoma (MCL). PATIENTS AND METHODS Twenty-two posttreatment 68Ga-pentixafor PET/MRI scans of 16 patients (7 women and 9 men; mean age, 69.9 ± 7.9) with a total of 67 target lesions on baseline PET/MRI were analyzed. Rates of complete remission per lesion and per scan, according to MRI (based on lesion size) and 68Ga-pentixafor PET (based on SUV decrease to lower than liver and blood pool uptake), were compared using McNemar tests. The t tests and Pearson correlation coefficients (r) were used to compare rates of change in lesion diameter products (DPs) on MRI, and standardized uptake values (SUVmax, SUVmean) on PET, relative to baseline. RESULTS At interim PET/MRI, 18/32 (56.3%) target lesions met CR criteria on 68Ga-pentixafor PET, and 16/32 (50.0%) lesions met size-based MRI criteria for CR (P = 0.63). At end-of-treatment PET/MRI, 40/57 (70.2%) target lesions met 68Ga-pentixafor PET criteria for CR, and 27/57 (47.4%) lesions met size-based MRI criteria for CR (P = 0.021). Complete remission after treatment was observed more frequently on 68Ga-pentixafor PET (11/22 scans, 54.5%) than on MRI (6/22 scans, 27.3%) (P = 0.031). Rates of change did not differ significantly between lesion DP (-69.20% ± 34.62%) and SUVmax (-64.59% ± 50.78%, P = 0.22), or DP and SUVmean (-60.15 ± 64.58, P = 0.064). Correlations were strong between DP and SUVmax (r = 0.71, P < 0.001) and DP and SUVmean (r = 0.73, P < 0.001). CONCLUSIONS In MCL patients, 68Ga-pentixafor PET may be superior for assessment of complete remission status than anatomic MRI using lesion size criteria, especially at the end of treatment.
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Affiliation(s)
- Marius E. Mayerhoefer
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Austria
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
- Weill Cornell Medical College, Cornell University, New York, USA
| | - Markus Raderer
- Dept. of Medicine I, Division of Oncology, Medical University of Vienna, Austria
| | - Michael Weber
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Austria
| | - Wolfgang Lamm
- Dept. of Medicine I, Division of Oncology, Medical University of Vienna, Austria
| | - Barbara Kiesewetter
- Dept. of Medicine I, Division of Oncology, Medical University of Vienna, Austria
| | - Marcus Hacker
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Lukas Nics
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Stefan Schmitl
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Doris Leithner
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Hans-Juergen Wester
- Pharmaceutical Radiochemistry, Technical University of Munich, Garching, Germany
| | - Alexander Haug
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
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Mayerhoefer ME, Raderer M, Lamm W, Pichler V, Pfaff S, Weber M, Kiesewetter B, Hacker M, Kazianka L, Staber PB, Wester HJ, Rohrbeck J, Simonitsch-Klupp I, Haug A. CXCR4 PET imaging of mantle cell lymphoma using [ 68Ga]Pentixafor: comparison with [ 18F]FDG-PET. Theranostics 2021; 11:567-578. [PMID: 33391493 PMCID: PMC7738870 DOI: 10.7150/thno.48620] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 09/10/2020] [Indexed: 12/18/2022] Open
Abstract
For PET imaging of mantle cell lymphoma (MCL), [18F]FDG (2-deoxy-2-[18F]fluoro-D-glucose) is the currently recommended radiotracer, although uptake is variable and bone marrow evaluation is limited. In this prospective study, we evaluated the novel CXCR4 (G-protein-coupled C-X-C chemokine receptor type 4) tracer [68Ga]Pentixafor in MCL patients, and compared it to [18F]FDG. Methods: MCL patients underwent [68Ga]Pentixafor-PET/MRI, and, if required for routine purposes, also [18F]FDG-PET/MRI, before treatment. PET was evaluated separately for 23 anatomic regions (12 lymph node stations and 11 organs/tissues), using MRI as the main reference standard. Standardized uptake values (SUVmax and SUVmean) and tumor-to-background ratios (TBRblood and TBRliver) were calculated. General Estimation Equations (GEE) were used to compare [68Ga]Pentixafor-PET and [18F]FDG-PET sensitivities and positive predictive values (PPV). For bone marrow involvement, where biopsy served as the main reference standard, and splenic involvement, receiver operating characteristic curves were used to determine the optimal SUV and TBR cut-off values, and areas under the curve (AUC) were calculated. Results: Twenty-two MCL patients were included. [68Ga]Pentixafor-PET sensitivity (100%) was significantly higher than for [18F]FDG-PET (75.2%) (P<0.001), and PPV was slightly, but not significantly lower (94.0%.vs. 96.5%; P=0.21). SUVs and TBRs were significantly higher for [68Ga]Pentixafor-PET than for [18F]FDG-PET (P<0.001 in all cases); the greatest difference was observed for mean TBRblood, with 4.9 for [68Ga]Pentixafor-PET and 2.0 for [18F]FDG-PET. For bone marrow involvement, [68Ga]Pentixafor-PET SUVmean showed an AUC of 0.92; and for splenic involvement, TBRblood showed an AUC of 0.81. Conclusion: [68Ga]Pentixafor-PET may become an alternative to [18F]FDG-PET in MCL patients, showing clearly higher detection rates and better tumor-to-background contrast.
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Affiliation(s)
- Marius E. Mayerhoefer
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Austria
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Markus Raderer
- Dept. of Internal Medicine I, Division of Oncology, Medical University of Vienna
| | - Wolfgang Lamm
- Dept. of Internal Medicine I, Division of Oncology, Medical University of Vienna
| | - Verena Pichler
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Sarah Pfaff
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Michael Weber
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of General and Pediatric Radiology, Medical University of Vienna, Austria
| | - Barbara Kiesewetter
- Dept. of Internal Medicine I, Division of Oncology, Medical University of Vienna
| | - Markus Hacker
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Lukas Kazianka
- Dept. of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna
| | - Philipp B. Staber
- Dept. of Internal Medicine I, Division of Hematology and Hemostaseology, Medical University of Vienna
| | - Hans-Juergen Wester
- Pharmaceutical Radiochemistry, Technical University of Munich, Garching, Germany
| | | | | | - Alexander Haug
- Dept. of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
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Ghesani N, Gavane S, Hafez A, Kostakoglu L. PET in Lymphoma. Clin Nucl Med 2020. [DOI: 10.1007/978-3-030-39457-8_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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