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Castro SA, Muser D, Lee H, Hancin EC, Borja AJ, Acosta O, Werner TJ, Thomassen A, Constantinescu C, Høilund-Carlsen PF, Alavi A. Carotid artery molecular calcification assessed by [ 18F]fluoride PET/CT: correlation with cardiovascular and thromboembolic risk factors. Eur Radiol 2021; 31:8050-8059. [PMID: 33866386 DOI: 10.1007/s00330-021-07917-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 02/26/2021] [Accepted: 03/19/2021] [Indexed: 01/07/2023]
Abstract
OBJECTIVES There is growing evidence that sodium fluoride ([18F]fluoride) PET/CT can detect active arterial calcifications at the molecular stage. We investigated the relationship between arterial mineralization in the left common carotid artery (LCC) assessed by [18F]fluoride PET/CT and cardiovascular/thromboembolic risk. METHODS In total, 128 subjects (mean age 48 ± 14 years, 51% males) were included. [18F]fluoride uptake in the LCC was quantitatively assessed by measuring the blood-pool-corrected maximum standardized uptake value (SUVmax) on each axial slice. Average SUVmax (aSUVmax) was calculated over all slices and correlated with 10-year risk of cardiovascular events estimated by the Framingham model, CHA2DS2-VASc score, and level of physical activity (LPA). RESULTS The aSUVmax was significantly higher in patients with increased risk of cardiovascular (one-way ANOVA, p < 0.01) and thromboembolic (one-way ANOVA, p < 0.01) events, and it was significantly lower in patients with greater LPA (one-way ANOVA, p = 0.02). On multivariable linear regression analysis, age ( = 0.07, 95% CI 0.05 - 0.10, p < 0.01), body mass index ( = 0.02, 95% CI 0.01 - 0.03, p < 0.01), arterial hypertension ( = 0.15, 95% CI 0.08 - 0.23, p < 0.01), and LPA ( = -0.10, 95% CI -0.19 to -0.02, p=0.02) were independent associations of aSUVmax. CONCLUSIONS Carotid [18F]fluoride uptake is significantly increased in patients with unfavorable cardiovascular and thromboembolic risk profiles. [18F]fluoride PET/CT could become a valuable tool to estimate subjects' risk of future cardiovascular events although still major trials are needed to further evaluate the associations found in this study and their potential clinical usefulness. KEY POINTS • Sodium fluoride ([18F]fluoride) PET/CT imaging identifies patients with early-stage atherosclerosis. • Carotid [18F]fluoride uptake is significantly higher in patients with increased risk of cardiovascular and thromboembolic events and inversely correlated with the level of physical activity. • Early detection of arterial mineralization at a molecular level could help guide clinical decisions in the context of cardiovascular risk assessment.
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Affiliation(s)
- Simon A Castro
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA.,Cardiac Electrophysiology, Cardiovascular Medicine Division, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.,Quinnipiac University, St Vincent's Medical Center, Bridgeport, CT, USA
| | - Daniele Muser
- Cardiac Electrophysiology, Cardiovascular Medicine Division, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Hwan Lee
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA.,Quinnipiac University, St Vincent's Medical Center, Bridgeport, CT, USA
| | - Emily C Hancin
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA.,Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA
| | - Austin J Borja
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Oswaldo Acosta
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA
| | - Thomas J Werner
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA
| | - Anders Thomassen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Caius Constantinescu
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Poul Flemming Høilund-Carlsen
- Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Abass Alavi
- Department of Radiology, Hospital of the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA, 19104, USA.
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Ward ZJ, Scott AM, Hricak H, Atun R. Global costs, health benefits, and economic benefits of scaling up treatment and imaging modalities for survival of 11 cancers: a simulation-based analysis. Lancet Oncol 2021; 22:341-350. [PMID: 33662286 DOI: 10.1016/s1470-2045(20)30750-6] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/07/2020] [Accepted: 12/11/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND In addition to increased availability of treatment modalities, advanced imaging modalities are increasingly recommended to improve global cancer care. However, estimates of the costs and benefits of investments to improve cancer survival are scarce, especially for low-income and middle-income countries (LMICs). In this analysis, we aimed to estimate the costs and lifetime health and economic benefits of scaling up imaging and treatment modality packages on cancer survival, both globally and by country income group. METHODS Using a previously developed model of global cancer survival, we estimated stage-specific cancer survival and life-years gained (accounting for competing mortality) in 200 countries and territories for patients diagnosed with one of 11 cancers (oesophagus, stomach, colon, rectum, anus, liver, pancreas, lung, breast, cervix uteri, and prostate) representing 60% of all cancer diagnoses between 2020 and 2030 (inclusive of full years). We evaluated the costs and health and economic benefits of scaling up packages of treatment (chemotherapy, surgery, radiotherapy, and targeted therapy), imaging modalities (ultrasound, x-ray, CT, MRI, PET, single-photon emission CT), and quality of care to the mean level of high-income countries, separately and in combination, compared with no scale-up. Costs and benefits are presented in 2018 US$ and discounted at 3% annually. FINDINGS For the 11 cancers studied, we estimated that without scale-up (ie, with current availability of treatment, imaging, and quality of care) there will be 76·0 million cancer deaths (95% UI 73·9-78·6) globally for patients diagnosed between 2020 and 2030, with more than 70% of these deaths occurring in LMICs. Comprehensive scale-up of treatment, imaging, and quality of care could avert 12·5% (95% UI 9·0-16·3) of these deaths globally, ranging from 2·8% (1·8-4·3) in high-income countries to 38·2% (32·6-44·5) in low-income countries. Globally, we estimate that comprehensive scale-up would cost an additional $232·9 billion (95% UI 85·9-422·0) between 2020 and 2030 (representing a 6·9% increase in cancer treatment costs), but produce $2·9 trillion (1·8-4·0) in lifetime economic benefits, yielding a return of $12·43 (6·47-33·23) per dollar invested. Scaling up treatment and quality of care without imaging would yield a return of $6·15 (2·66-16·71) per dollar invested and avert 7·0% (3·9-10·3) of cancer deaths worldwide. INTERPRETATION Simultaneous investment in cancer treatment, imaging, and quality of care could yield substantial health and economic benefits, especially in LMICs. These results provide a compelling rationale for the value of investing in the global scale-up of cancer care. FUNDING Harvard TH Chan School of Public Health and National Cancer Institute.
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Affiliation(s)
- Zachary J Ward
- Center for Health Decision Science, Harvard TH Chan School of Public Health, Harvard University, Boston, MA, USA.
| | - Andrew M Scott
- Olivia Newton-John Cancer Research Institute, Melbourne, VIC, Australia; Department of Molecular Imaging and Therapy, Austin Health, Melbourne, VIC, Australia; School of Cancer Medicine, La Trobe University, Melbourne, VIC, Australia; Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Hedvig Hricak
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rifat Atun
- Department of Global Health and Population, Harvard TH Chan School of Public Health, Harvard University, Boston, MA, USA; Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Boston, MA, USA
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Hildebrandt MG, Gerke O, Baun C, Falch K, Hansen JA, Farahani ZA, Petersen H, Larsen LB, Duvnjak S, Buskevica I, Bektas S, Søe K, Jylling AMB, Ewertz M, Alavi A, Høilund-Carlsen PF. [18F]Fluorodeoxyglucose (FDG)-Positron Emission Tomography (PET)/Computed Tomography (CT) in Suspected Recurrent Breast Cancer: A Prospective Comparative Study of Dual-Time-Point FDG-PET/CT, Contrast-Enhanced CT, and Bone Scintigraphy. J Clin Oncol 2016; 34:1889-97. [PMID: 27001573 DOI: 10.1200/jco.2015.63.5185] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
PURPOSE To prospectively investigate the diagnostic accuracy of [(18)F]fluorodeoxyglucose (FDG)-positron emission tomography (PET)/computed tomography (CT) with dual-time-point imaging, contrast-enhanced CT (ceCT), and bone scintigraphy (BS) in patients with suspected breast cancer recurrence. PATIENTS AND METHODS One hundred women with suspected recurrence of breast cancer underwent 1-hour and 3-hour FDG-PET/CT, ceCT, and BS within approximately 10 days. The study was powered to estimate the precision of the individual imaging tests. Images were visually interpreted using a four-point assessment scale, and readers were blinded to other test results. The reference standard was biopsy along with treatment decisions and clinical follow-up (median, 17 months). RESULTS FDG-PET/CT resulted in no false negatives and fewer false positives than the other imaging techniques. Accuracy of results were similar for 1-hour and 3-hour FDG-PET/CT. For distant recurrence, the area under the receiver operating curve was 0.99 (95% CI, 0.97 to 1) for FDG-PET/CT, 0.84 (95% CI, 0.73 to 0.94) for ceCT, and 0.86 (95% CI, 0.77 to 0.94) for the combined ceCT+BS. Of 100 patients, 22 (22%) were verified with distant recurrence, and 18 of these had bone involvement. Nineteen patients (19%) had local recurrence only. In exploratory analyses, diagnostic accuracy of FDG-PET/CT was better than ceCT alone or ceCT combined with BS in diagnosing distant, bone, and local recurrence, shown by a greater area under the receiver operating curve and higher sensitivity, specificity, and superior likelihood ratios. CONCLUSION FDG-PET/CT was accurate in diagnosing recurrence in breast cancer patients. It allowed for distant recurrence to be correctly ruled out and resulted in only a small number of false-positive cases. Exploratory findings suggest that FDG-PET/CT has greater accuracy than conventional imaging technologies in this patient group.
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Affiliation(s)
- Malene Grubbe Hildebrandt
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA.
| | - Oke Gerke
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Christina Baun
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Kirsten Falch
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Jeanette Ansholm Hansen
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Ziba Ahangarani Farahani
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Henrik Petersen
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Lisbet Brønsro Larsen
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Sandra Duvnjak
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Inguna Buskevica
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Selma Bektas
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Katrine Søe
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Anne Marie Bak Jylling
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Marianne Ewertz
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Abass Alavi
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
| | - Poul Flemming Høilund-Carlsen
- Malene Grubbe Hildebrandt, Oke Gerke, Christina Baun, Kirsten Falch, Jeanette Ansholm Hansen, Ziba Ahangarani Farahani, Henrik Petersen, Lisbet Brønsro Larsen, Sandra Duvnjak, Inguna Buskevica, Selma Bektas, Katrine Søe, Anne Marie Bak Jylling, Marianne Ewertz, and Poul Flemming Høilund-Carlsen, Odense University Hospital; Oke Gerke and Marianne Ewertz, University of Southern Denmark, Odense, Denmark; and Abass Alavi, University of Pennsylvania, Philadelphia, PA
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