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Open Access 01-12-2024 | Research

Clinical significance of visual cardiac 18F-FDG uptake in advanced non-small cell lung cancer

Authors: Kosuke Hashimoto, Kyoichi Kaira, Hisao Imai, Ou Yamaguchi, Atsuto Mouri, Ayako Shiono, Yu Miura, Kunihiko Kobayashi, Hiroshi Kagamu, Ichiei Kuji

Published in: Cancer Imaging | Issue 1/2024

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Abstract

Background

Two-deoxy-2-[fluorine-18]-fluoro-d-glucose (18F-FDG) positron emission tomography (PET) is useful for detecting malignant lesions; however, the clinical significance of cardiac 18F-FDG uptake in patients with cancer remains unclear. This preliminary study explored the relationship between cardiac 18F-FDG uptake and advanced diseases such as cancer cachexia in non-small cell lung cancer (NSCLC).

Methods

Forty-three patients with advanced NSCLC who underwent 18F-FDG PET and complained of weight loss before the first-line systemic therapy were retrospectively included in this study. Visual assessment using a 5-point scale based on 18F-FDG uptake was performed; a cut-off score of 3 was determined, a low score was 1, 2, or 3, and a high score was 4 or 5).

Results

High and low visual cardiac 18F-FDG uptakes were observed in 27 (62.8%) and 16 (37.2%) patients, respectively. Of the 43 patients, 17 (39.5%) definitely had cachexia, and 26 (60.5%) did not. A low visual score and standardized uptake valuemax for cardiac 18F-FDG uptake were significantly associated with high metabolic tumor activity (p = 0.009, and p = 0.009, respectively) and a high neutrophil-to-lymphocyte ratio (p = 0.016, and p = 0.047, respectively), whereas a low visual score for cardiac 18F-FDG uptake and high metabolic tumor activity were significantly associated with cachexia (p = 0.004). The amount of cardiac 18F-FDG accumulation depicted a close relationship with body mass index, low weight loss, and inflammation. The combination of cachexia and low visual cardiac 18F-FDG uptake was identified as a significant predictor for poor overall survival (OS) (p = 0.034).

Conclusion

Decreased visual cardiac 18F-FDG uptake was associated with poor nutritional status and OS, and cachexia in patients with advanced NSCLC.
Literature
1.
go back to reference Kaira K, Endo M, Abe M, Nakagawa K, Ohde Y, Okumura T, et al. Biologic correlation of 2-[18F]-fluoro-2-deoxy-D-glucose uptake on positron emission tomography in thymic epithelial tumors. J Clin Oncol. 2010;28:3746–53.CrossRefPubMed Kaira K, Endo M, Abe M, Nakagawa K, Ohde Y, Okumura T, et al. Biologic correlation of 2-[18F]-fluoro-2-deoxy-D-glucose uptake on positron emission tomography in thymic epithelial tumors. J Clin Oncol. 2010;28:3746–53.CrossRefPubMed
2.
go back to reference Fearon K, Strasser F, Anker SD, Bosaeus I, Bruera E, Fainsinger RL, et al. Definition and classification of cancer cachexia: an international consensus. Lancet Oncol. 2011;25:489–95.CrossRef Fearon K, Strasser F, Anker SD, Bosaeus I, Bruera E, Fainsinger RL, et al. Definition and classification of cancer cachexia: an international consensus. Lancet Oncol. 2011;25:489–95.CrossRef
3.
go back to reference Han J, Harrison L, Patzelt L, Wu M, Junker D, Herzig S, et al. Imaging modalities for diagnosis and monitoring of cancer cachexia. EJNMMI Res. 2021;11:94.CrossRefPubMedPubMedCentral Han J, Harrison L, Patzelt L, Wu M, Junker D, Herzig S, et al. Imaging modalities for diagnosis and monitoring of cancer cachexia. EJNMMI Res. 2021;11:94.CrossRefPubMedPubMedCentral
4.
go back to reference Olacechea S, Gannavarapu BS, Alvarez C, Alvarez C, Gilmore A, Sarver B, et al. Primary tumor fluorine-18 fluorodeoxyglucose (18F-FDG) is associated with cancer-associated weight loss in non-small cell lung cancer (NSCLC) and portends worse survival. Front Oncol. 2022;12:900712.CrossRef Olacechea S, Gannavarapu BS, Alvarez C, Alvarez C, Gilmore A, Sarver B, et al. Primary tumor fluorine-18 fluorodeoxyglucose (18F-FDG) is associated with cancer-associated weight loss in non-small cell lung cancer (NSCLC) and portends worse survival. Front Oncol. 2022;12:900712.CrossRef
5.
go back to reference Penet MF, Gadiya MM, Krishnamachary B, Nimmagadda S, Pomper MG, Artemov D, et al. Metabolic signatures imaged in cancer-induced cachexia. Cancer Res. 2011;71:6948–56.CrossRefPubMedPubMedCentral Penet MF, Gadiya MM, Krishnamachary B, Nimmagadda S, Pomper MG, Artemov D, et al. Metabolic signatures imaged in cancer-induced cachexia. Cancer Res. 2011;71:6948–56.CrossRefPubMedPubMedCentral
6.
go back to reference Kamimura K, Nagamachi S, Wakamatsu H, Higashi R, Ogita M, Ueno S, et al. Association between liver (18)F fluoro-2-deoxy-D-glucose accumulation and various clinical parameters in a Japanese population: influence of the metabolic syndrome. Ann Nucl Med. 2010;24:157–61.CrossRefPubMed Kamimura K, Nagamachi S, Wakamatsu H, Higashi R, Ogita M, Ueno S, et al. Association between liver (18)F fluoro-2-deoxy-D-glucose accumulation and various clinical parameters in a Japanese population: influence of the metabolic syndrome. Ann Nucl Med. 2010;24:157–61.CrossRefPubMed
7.
go back to reference Rubello D, Gordien P, Morliere C, Guyot M, Bordenave L, Colletti PM, et al. Variability of hepatic 18F-FDG uptake at interim PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2015;40:e405–10.CrossRefPubMed Rubello D, Gordien P, Morliere C, Guyot M, Bordenave L, Colletti PM, et al. Variability of hepatic 18F-FDG uptake at interim PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2015;40:e405–10.CrossRefPubMed
8.
go back to reference Nakamoto R, Okuyama C, Ishizu K, Higashi T, Takahashi M, Kusano K, et al. Diffuse decreased liver uptake on FDG PET and cancer-associated cachexia with reduced survival. Clin Nucl Med. 2019;44:634–42.CrossRefPubMed Nakamoto R, Okuyama C, Ishizu K, Higashi T, Takahashi M, Kusano K, et al. Diffuse decreased liver uptake on FDG PET and cancer-associated cachexia with reduced survival. Clin Nucl Med. 2019;44:634–42.CrossRefPubMed
9.
go back to reference Heckmann M, Totakhel B, Finke D, Anker MS, Müller-Tidow C, Haberkorn U, et al. Evidence for cardiac metabolic switch in patients with Hodgkin’s lymphoma. ESC Heart Fail. 2019;6:824–9.CrossRefPubMedPubMedCentral Heckmann M, Totakhel B, Finke D, Anker MS, Müller-Tidow C, Haberkorn U, et al. Evidence for cardiac metabolic switch in patients with Hodgkin’s lymphoma. ESC Heart Fail. 2019;6:824–9.CrossRefPubMedPubMedCentral
10.
go back to reference Eba J, Nakamura K. Overview of the ethical guidelines for medical and biological research involving human subjects in Japan. Jpn J Clin Oncol. 2022;52:539–44.CrossRefPubMedPubMedCentral Eba J, Nakamura K. Overview of the ethical guidelines for medical and biological research involving human subjects in Japan. Jpn J Clin Oncol. 2022;52:539–44.CrossRefPubMedPubMedCentral
11.
go back to reference Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumour: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.CrossRefPubMed Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, et al. New response evaluation criteria in solid tumour: revised RECIST guideline (version 1.1). Eur J Cancer. 2009;45:228–47.CrossRefPubMed
12.
go back to reference Meignan M, Gallamini A, Haioun C, Barrington S, Itti E, Luminari S, et al. Report on the First International Workshop on Interim-PET scan in Lymphoma. Leuk Lymphoma. 2009;50:1257–60.CrossRefPubMed Meignan M, Gallamini A, Haioun C, Barrington S, Itti E, Luminari S, et al. Report on the First International Workshop on Interim-PET scan in Lymphoma. Leuk Lymphoma. 2009;50:1257–60.CrossRefPubMed
13.
go back to reference Hashimoto K, Kaira K, Yamaguchi O, Shiono A, Mouri A, Miura Y, et al. Visual assessment of 18F-FDG uptake on PET to predict survival benefit to PD-1 blockade in non-small cell lung cancer. Clin Nucl Med. 2022;47:108–16.CrossRefPubMed Hashimoto K, Kaira K, Yamaguchi O, Shiono A, Mouri A, Miura Y, et al. Visual assessment of 18F-FDG uptake on PET to predict survival benefit to PD-1 blockade in non-small cell lung cancer. Clin Nucl Med. 2022;47:108–16.CrossRefPubMed
14.
go back to reference Yamaguchi O, Kaira K, Imai H, Mouri A, Shiono A, Miura Y, et al. Clinical utility of inflammatory and nutritious index as therapeutic prediction of nivolumab plus ipilimumab in advanced NSCLC. Oncology. 2024;102:271–82.CrossRefPubMed Yamaguchi O, Kaira K, Imai H, Mouri A, Shiono A, Miura Y, et al. Clinical utility of inflammatory and nutritious index as therapeutic prediction of nivolumab plus ipilimumab in advanced NSCLC. Oncology. 2024;102:271–82.CrossRefPubMed
15.
go back to reference Yamaguchi O, Kaira K, Naruse I, Umeda Y, Honda T, Watanabe S, et al. Prospective assessment using 18F-FDG PET/CT as a novel predictor for early response to PD-1 blockade in non-small-cell lung cancer. Sci Rep. 2022;12:11832.CrossRefPubMedPubMedCentral Yamaguchi O, Kaira K, Naruse I, Umeda Y, Honda T, Watanabe S, et al. Prospective assessment using 18F-FDG PET/CT as a novel predictor for early response to PD-1 blockade in non-small-cell lung cancer. Sci Rep. 2022;12:11832.CrossRefPubMedPubMedCentral
17.
go back to reference Bauckneht M, Pastorino F, Castellani P, Cossu V, Orengo AM, Piccioli P, et al. Increased myocardial 18F-FDG uptake as a maker of doxorubicin-induced oxidative stress. J Nucl Cardiol. 2020;27:2183–94.CrossRefPubMed Bauckneht M, Pastorino F, Castellani P, Cossu V, Orengo AM, Piccioli P, et al. Increased myocardial 18F-FDG uptake as a maker of doxorubicin-induced oxidative stress. J Nucl Cardiol. 2020;27:2183–94.CrossRefPubMed
18.
go back to reference Nakahara T, Iwabuchi Y, Miyazawa R, Tonda K, Shiga T, Strauss HW, et al. Assessment of myocardial 18F-FDG uptake at PET/CT in asymptomatic SARS-CoV-2-vaccinated and nonvaccinated patients. Radiology. 2023;308:e230743.CrossRefPubMed Nakahara T, Iwabuchi Y, Miyazawa R, Tonda K, Shiga T, Strauss HW, et al. Assessment of myocardial 18F-FDG uptake at PET/CT in asymptomatic SARS-CoV-2-vaccinated and nonvaccinated patients. Radiology. 2023;308:e230743.CrossRefPubMed
19.
go back to reference Tang K, Zheng X, Lin J, Zheng M, Lin H, Li T, et al. Association between non-alcoholic fatty liver disease and myocardial glucose uptake measured by 18F-fluorodeoxyglucose positron emission tomography. J Nucl Cardiol. 2020;27:1679–88.CrossRefPubMed Tang K, Zheng X, Lin J, Zheng M, Lin H, Li T, et al. Association between non-alcoholic fatty liver disease and myocardial glucose uptake measured by 18F-fluorodeoxyglucose positron emission tomography. J Nucl Cardiol. 2020;27:1679–88.CrossRefPubMed
20.
go back to reference Hu L, Shao X, Qiu C, Shao X, Wang X, Niu R, et al. Hepatic steatosis is associated with abnormal hepatic enzymes, visceral adiposity, altered myocardial glucose uptake measured by 18F-FDG PET/CT. BMC Endocr Disord. 2020;20:75.CrossRefPubMedPubMedCentral Hu L, Shao X, Qiu C, Shao X, Wang X, Niu R, et al. Hepatic steatosis is associated with abnormal hepatic enzymes, visceral adiposity, altered myocardial glucose uptake measured by 18F-FDG PET/CT. BMC Endocr Disord. 2020;20:75.CrossRefPubMedPubMedCentral
21.
go back to reference Tang K, Lin J, Ji X, Lin T, Sun D, Zheng X, et al. Non-alcoholic fatty liver disease with reduced myocardial FDG uptake is associated with coronary atherosclerosis. J Nucl Cardiol. 2021;28:610–20.CrossRefPubMed Tang K, Lin J, Ji X, Lin T, Sun D, Zheng X, et al. Non-alcoholic fatty liver disease with reduced myocardial FDG uptake is associated with coronary atherosclerosis. J Nucl Cardiol. 2021;28:610–20.CrossRefPubMed
22.
go back to reference Jiang Y, Wu H, Zhao Y, Cui Y, Dai J, Huang S, et al. Abnormal [18F] FDG uptake in liver and adipose tissue: a potential imaging biomarker for cancer-associated cachexia. Eur Radiol. 2023;33:2561–73.CrossRefPubMed Jiang Y, Wu H, Zhao Y, Cui Y, Dai J, Huang S, et al. Abnormal [18F] FDG uptake in liver and adipose tissue: a potential imaging biomarker for cancer-associated cachexia. Eur Radiol. 2023;33:2561–73.CrossRefPubMed
23.
go back to reference Madamanchi C, Weinberg R, Murthy VL. Utility of serum ketone levels for assessment of myocardial glucose suppression for 18F-fluorodeoxyglucose PET in patients referred for evaluation of endocarditis. J Nucl Cardiol. 2023;30:928–37.CrossRefPubMed Madamanchi C, Weinberg R, Murthy VL. Utility of serum ketone levels for assessment of myocardial glucose suppression for 18F-fluorodeoxyglucose PET in patients referred for evaluation of endocarditis. J Nucl Cardiol. 2023;30:928–37.CrossRefPubMed
24.
go back to reference Manabe O, Kroenke M, Aikawa T, Murayama A, Naya M, Masuda A, et al. Volume-based glucose metabolic analysis of FDG PET/CT: The optimum threshold and conditions to suppress physiological myocardial uptake. J Nucl Cardiol. 2019;26:909–18.CrossRefPubMed Manabe O, Kroenke M, Aikawa T, Murayama A, Naya M, Masuda A, et al. Volume-based glucose metabolic analysis of FDG PET/CT: The optimum threshold and conditions to suppress physiological myocardial uptake. J Nucl Cardiol. 2019;26:909–18.CrossRefPubMed
Metadata
Title
Clinical significance of visual cardiac 18F-FDG uptake in advanced non-small cell lung cancer
Authors
Kosuke Hashimoto
Kyoichi Kaira
Hisao Imai
Ou Yamaguchi
Atsuto Mouri
Ayako Shiono
Yu Miura
Kunihiko Kobayashi
Hiroshi Kagamu
Ichiei Kuji
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Cancer Imaging / Issue 1/2024
Electronic ISSN: 1470-7330
DOI
https://doi.org/10.1186/s40644-024-00800-w
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