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Andersen MB, Drljevic-Nielsen A, Ehlers JH, Thorup KS, Baandrup AO, Palne M, Rasmussen F. DCE-CT parameters as new functional imaging biomarkers at baseline and during immune checkpoint inhibitor therapy in patients with lung cancer - a feasibility study. Cancer Imaging 2024; 24:105. [PMID: 39135095 PMCID: PMC11320886 DOI: 10.1186/s40644-024-00745-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 07/24/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND With the development of immune checkpoint inhibitors for the treatment of non-small cell lung cancer, the need for new functional imaging techniques and early response assessments has increased to account for new response patterns and the high cost of treatment. The present study was designed to assess the prognostic impact of dynamic contrast-enhanced computed tomography (DCE-CT) on survival outcomes in non-small cell lung cancer patients treated with immune checkpoint inhibitors. METHODS Thirty-three patients with inoperable non-small-cell lung cancer treated with immune checkpoint inhibitors were prospectively enrolled for DCE-CT as part of their follow-up. A single target lesion at baseline and subsequent follow-up examinations were enclosed in the DCE-CT. Blood volume deconvolution (BVdecon), blood flow deconvolution (BFdecon), blood flow maximum slope (BFMax slope) and permeability were assessed using overall survival (OS) and progression-free survival (PFS) as endpoints in Kaplan Meier and Cox regression analyses. RESULTS High baseline Blood Volume (BVdecon) (> 12.97 ml × 100 g-1) was associated with a favorable OS (26.7 vs 7.9 months; p = 0.050) and PFS (14.6 vs 2.5 months; p = 0.050). At early follow-up on day seven a higher relative increase in BFdecon (> 24.50% for OS and > 12.04% for PFS) was associated with an unfavorable OS (8.7 months vs 23.1 months; p < 0.025) and PFS (2.5 vs 13.7 months; p < 0.018). The relative change in BFdecon (categorical) on day seven was a predictor of OS (HR 0.26, CI95: 0.06 to 0.93 p = 0.039) and PFS (HR 0.27, CI95: 0.09 to 0.85 p = 0.026). CONCLUSION DCE-CT-identified parameters may serve as potential prognostic biomarkers at baseline and during early treatment in patients with NSCLC treated with immune checkpoint inhibitor therapy.
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Affiliation(s)
- Michael Brun Andersen
- Department of Radiology, Copenhagen University Hospital, Gentofte, Denmark.
- Department of Radiology, Zealand University Hospital, Køge, Denmark.
- Department of Radiology, Aarhus University Hospital, Skejby, Denmark.
- Radiology Department, Copenhagen University Hospital, Gentofte Hospitalsvej 1, 2900, Hellerup, Denmark.
- Department of clinical medicine, Copenhagen University, Copenhagen, Denmark.
| | | | | | | | | | - Majbritt Palne
- Department of Radiology, Zealand University Hospital, Køge, Denmark
| | - Finn Rasmussen
- Department of Radiology, Aarhus University Hospital, Skejby, Denmark
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Drljevic-Nielsen A, Skou N, Mains JR, Pedersen EM, Rasmussen F, Donskov F. Late adverse events to iodinated contrast media in patients treated with IL-2: a safety report from the Danish Renal Carcinoma Group (DaRenCa) study - 1. Acta Radiol 2023; 64:2812-2819. [PMID: 37545176 DOI: 10.1177/02841851231189635] [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: 08/08/2023]
Abstract
BACKGROUND A higher incidence of late adverse events (LAEs) to iodinated contrast media in interleukin-2 (IL-2)-treated patients has been reported. PURPOSE To assess the incidence of LAEs after administration of iodinated contrast media in patients with metastatic renal cell carcinoma (mRCC) treated with IL-2. MATERIAL AND METHODS Patients were randomized to treatment with IL-2 and interferon-α with/without bevacizumab in the Danish Renal Carcinoma Group study - 1. Patients underwent a computed tomography (CT) scan at baseline, at one month, at three months, and every third month until RECIST 1.1 defined progression. LAEs due to iodinated contrast media were systematically registered according to the Common Terminology Criteria for Adverse Events classification. RESULTS In total, 89 patients were included and underwent a total of 507 contrast-enhanced CT scans. An overall incidence of 46 (9.1%) LAEs was observed in 38 of 89 (42.7%) patients; 3 LAEs at baseline (3.4% of all baseline scans), 39 (13.9%) LAEs during IL-2-based therapies, and 4 (2.9%) LAEs after termination of IL-based therapies. There was no difference in progression-free survival, overall survival, and treatment response in patients experiencing LAEs compared to patients without LAEs (P = 0.2, P = 0.5, and P = 0.6, respectively). CONCLUSION Patients with mRCC demonstrated a higher incidence of LAEs after administration of iodinated contrast during ongoing IL-2 therapy, indicating that iodinated contrast media may cause a recall phenomenon of IL-2 toxicities in patients with mRCC. Treatment with IL-2 should not be a contraindication for contrast-enhanced scans in patients with mRCC but expertise and vigilance are required.
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Affiliation(s)
- Aska Drljevic-Nielsen
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
- Department of Oncology, Aarhus University Hospital, Aarhus N, Denmark
| | - Nikolaj Skou
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Jill R Mains
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Erik M Pedersen
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Finn Rasmussen
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Frede Donskov
- Department of Oncology, University Hospital of Southern Denmark, Esbjerg, Denmark
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Prognostic Utility of Parameters Derived From Pretreatment Dual-Layer Spectral-Detector CT in Patients With Metastatic Renal Cell Carcinoma. AJR Am J Roentgenol 2021; 218:867-876. [PMID: 34910540 DOI: 10.2214/ajr.21.26911] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background: New therapies have emerged for metastatic renal cell carcinoma (mRCC), though corresponding imaging markers are lacking. Dual-layer spectral-detector CT (DLCT) can quantify iodine concentration (IC) and effective atomic number (Zeffective), providing information beyond attenuation that may indicate mRCC prognosis. Objective: To assess the utility of the DLCT-derived parameters IC and Zeffective for predicting mRCC treatment response and survival. Methods: This prospective study (ClinicalTrials.gov identifier: NCT03616951) enrolled 120 participants with mRCC from January 2018 to January 2020 who underwent DLCT before treatment initiation, with reconstruction of IC and Zeffective maps. Final analysis included 115 participants (86 men, 29 women; median age, 65.1 years), incorporating 313 target lesions that were clinically selected using RECIST version 1.1 on arterial-phase acquisitions of the chest and abdomen. Semiautomatic volumetric segmentation was performed of the target lesions. Pixels from all lesions were combined to a single histogram per patient. Median IC and Zeffective of the combined histograms were recorded. Measurements above and below the cohort median values were considered high and low, respectively. Univariable associations were explored between IC and Zeffective, with objective response rate (ORR), progression-free survival (PFS), and overall survival (OS). Multivariable associations were explored between IC and ORR, PFS, and OS, adjusting for treatment (tyrosine kinase inhibitor versus checkpoint immunotherapy) and significant univariable predictors [including tumor histology and International mRCC Database Consortium (IMDC) risk factors]. Results: At baseline, median IC was 2.26 mg/ml, and median Zeffective was 8.49. In univariable analysis, high IC and high Zeffective were associated with better ORR (both OR=4.35, p=.001), better PFS (both HR=0.51, p=.004), and better OS (both HR=0.38, p<.001). In multivariable models, high IC independently predicted better ORR (OR=4.35, p=.001), better PFS (HR=0.51, p=.004), and better OS (HR=0.37, p<.001); neutrophilia independently predicted worse PFS (HR=2.10, p=.004) and worse OS (HR=2.28, p=.003). The estimated c-index for predicting OS using IMDC risk factors was 0.650, versus 0.687 when incorporating high attention and 0.692 when incorporating high IC or high Zeffective. Conclusions: High IC and high Zeffective are significant predictors of better treatment response and survival in mRCC. Clinical impact: Baseline DLCT parameters may improve current mRCC prognostic models.
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Drljevic-Nielsen A, Rasmussen F, Mains JR, Thorup K, Donskov F. Blood Volume as a new functional image-based biomarker of progression in metastatic renal cell carcinoma. Sci Rep 2021; 11:19659. [PMID: 34608226 PMCID: PMC8490379 DOI: 10.1038/s41598-021-99122-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 09/21/2021] [Indexed: 11/09/2022] Open
Abstract
RECIST v1.1 has limitations in evaluating progression. We assessed Dynamic Constrast Enhanced Computed Tomography (DCE-CT) identified Blood Volume (BV) for the evaluation of progressive disease (PD) in patients with metastatic renal cell carcinoma (mRCC). BV was quantified prospectively at baseline, after one month, then every three months until PD. Relative changes (ΔBV) were assessed at each timepoint compared with baseline values. The primary endpoint was Time to PD (TTP), the secondary endpoint was Time to the scan prior to PD (PDminus1). Cox proportional hazard models adjusted ΔBV for treatments and International mRCC Database Consortium factors. A total of 62 patients had analyzable scans at the PD timepoint. Median BV was 23.92 mL × 100 g-1 (range 4.40-399.04) at PD and 26.39 mL × 100 g-1 (range 8.70-77.44) at PDminus1. In the final multivariate analysis higher ΔBV was statistically significantly associated with shorter Time to PD, HR 1.11 (95% CI 1.07-1.15, P < 0.001). Also assessed at PDminus1, higher ΔBV was significantly associated with shorter time to PD, HR 1.14 (95% CI 1.01-1.28, P = 0.031). In conclusion, DCE-CT identified BV is a new image-based biomarker of therapy progression in patients with mRCC.
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Affiliation(s)
- Aska Drljevic-Nielsen
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark.,Department of Oncology, Aarhus University Hospital, Aarhus N, Denmark
| | - Finn Rasmussen
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Jill Rachel Mains
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Kennet Thorup
- Department of Radiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Frede Donskov
- Department of Oncology, Aarhus University Hospital, Aarhus N, Denmark.
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Spek A, Graser A, Casuscelli J, Szabados B, Rodler S, Marcon J, Stief C, Staehler M. Dynamic contrast-enhanced CT-derived blood flow measurements enable early prediction of long term outcome in metastatic renal cell cancer patients on antiangiogenic treatment. Urol Oncol 2021; 40:13.e1-13.e8. [PMID: 34535355 DOI: 10.1016/j.urolonc.2021.08.012] [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: 05/15/2021] [Revised: 07/11/2021] [Accepted: 08/13/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE To evaluate the role of dynamic contrast-enhanced CT (DCE-CT) as an independent non-invasive biomarker in predicting long term outcome in patients with metastatic renal cell carcinoma (mRCC) on antiangiogenic treatment. MATERIAL AND METHODS Eighty two mRCC patients were prospectively enrolled from 09/2011 to 04/2015, out of which 71 were included in the final data analysis; the population was observed until 12/2020 to obtain complete overall survival data. DCE-CT imaging was performed at baseline and 10 to 12 weeks after start of treatment with targeted therapy. DCE-CT included a dynamic acquisition after injection of 50 ml of nonionic contrast agent at 6 ml/s using a 4D spiral mode (10 cm z-axis coverage, acquisition time 43 sec, 100 kVp (abdomen), 80 kVp (chest), 80-100 mAs) on a dual source scanner (Definition FLASH, Siemens). Blood flow (BF) was calculated for target tumor volumes using a deconvolution model. Progression free survival (PFS) and overall survival (OS) were analyzed using Kaplan-Meier statistics (SPSS version 24). RESULTS Patients were treated with either sunitinib, pazopanib, sorafenib, tivozanib, axitinib, or cabozantinib. A cut-off value of 50% blood flow reduction at follow-up allowed for identification of patients with favorable long-term outcome: Median OS in n = 42 patients with an average blood flow reduction of >50% (mean, 79%) was 34 (range, 14-54) months, while n = 21 patients with an average reduction of less than 50% (mean, 28%) showed a median OS of 12 (range, 6-18) months, and n = 8 patients with an increase in blood flow survived for a median of 7 (range, 3-11) months. CONCLUSION Blood flow in metastases measured with DCE-CT at first follow-up is a strong predictor of overall survival in mRCC patients on antiangiogenic treatment.
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Affiliation(s)
- Annabel Spek
- Department of Urology, University Hospital, LMU Munich, Munich, Germany.
| | | | | | | | - Severin Rodler
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Julian Marcon
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Christian Stief
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Michael Staehler
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
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Drljevic-Nielsen A, Rasmussen F, Nielsen PS, Stilling C, Thorup K, Mains JR, Madsen HHT, Donskov F. Prognostic value of DCE-CT-derived blood volume and flow compared to core biopsy microvessel density in patients with metastatic renal cell carcinoma. Eur Radiol Exp 2021; 5:32. [PMID: 34327591 PMCID: PMC8322257 DOI: 10.1186/s41747-021-00232-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 07/01/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Angiogenesis is prominent in metastatic renal cell carcinoma (mRCC). We compared two angiogenesis assessment methods: dynamic contrast-enhanced computed tomography (DCE-CT)-derived blood volume (BV) and blood flow (BF) and core biopsy microvessel density (MVD). METHODS As planned in DaRenCa Study-1 study, DCE-CT and core biopsy were performed from the same tumour/metastasis at baseline. MVD was assessed by CD34 immunostaining in tumour (CD34-indexT) or tumour including necrosis (CD34-indexTN). BV and BF were assessed using the DCE-CT software. Overall survival (OS) and progression-free survival (PFS) were assessed by Kaplan-Meier analysis. Spearman coefficient (rho) tested the correlation between MVD and BV, BF, or CT density (HU). RESULTS At baseline, 25 patients had analysable scans and tissue. BVdeconv, BVPatlak, and BFdeconv > median were associated with favourable OS (43.2 versus 14.6 months, p = 0.002; 31.6 versus 20.2 months, p = 0.015; and 31.6 versus 24.5 months, p = 0.019). CD34-indexT and CD34-indexTN did not correlate with age (p = 0.543), sex (p = 0.225), treatment (p = 0.848), International mRCC Database Consortium category (p = 0.152), synchronous versus metachronous metastatic disease (p = 0.378), or tumour volume (p = 0.848). CD34-indexT or CD34-indexTN > median was not associated with PFS (p = 0.441 and p = 0.854, respectively) or OS (p = 0.987 and p =0.528, respectively). CD34-indexT or CD34-indexTN was not correlated with BV, BF, or HU (rho 0.20-0.26). CONCLUSIONS Differently from MVD, DCE-CT-derived BV and BF had prognostic impact and may better reflect angiogenesis in mRCC. TRIAL REGISTRATION NCT01274273.
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Affiliation(s)
- Aska Drljevic-Nielsen
- Department of Oncology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark. .,Department of Radiology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark.
| | - Finn Rasmussen
- Department of Radiology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark
| | - Patricia Switten Nielsen
- Department of Pathology, Aarhus University Hospital (AUH), Palle Juul-Jensen Blvd. 99, 8200, Aarhus N, Denmark
| | - Christina Stilling
- Department of Pathology, Aarhus University Hospital (AUH), Palle Juul-Jensen Blvd. 99, 8200, Aarhus N, Denmark
| | - Kennet Thorup
- Department of Radiology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark
| | - Jill Rachel Mains
- Department of Radiology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark
| | - Hans Henrik Torp Madsen
- Department of Radiology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark
| | - Frede Donskov
- Department of Oncology, Aarhus University Hospital (AUH), Palle Juul-Jensens Blvd. 99, 8200, Aarhus N, Denmark
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