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Chiloiro G, Panza G, Boldrini L, Romano A, Placidi L, Nardini M, Galetto M, Votta C, Campitelli M, Cellini F, Massaccesi M, Gambacorta MA. REPeated mAgnetic resonance Image-guided stereotactic body Radiotherapy (MRIg-reSBRT) for oligometastatic patients: REPAIR, a mono-institutional retrospective study. Radiat Oncol 2024; 19:52. [PMID: 38671526 PMCID: PMC11055272 DOI: 10.1186/s13014-024-02445-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 04/22/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Oligo-progression or further recurrence is an open issue in the multi-integrated management of oligometastatic disease (OMD). Re-irradiation with stereotactic body radiotherapy (re-SBRT) technique could represent a valuable treatment option to improve OMD clinical outcomes. MRI-guided allows real-time visualization of the target volumes and online adaptive radiotherapy (oART). The aim of this retrospective study is to evaluate the efficacy and toxicity profile of MRI-guided repeated SBRT (MRIg-reSBRT) in the OMD setting and propose a re-SBRT classification. METHODS We retrospectively analyzed patients (pts) with recurrent liver metastases or abdominal metastatic lesions between 1 and 5 centimeters from liver candidate to MRIg-reSBRT showing geometric overlap between the different SBRT courses and assessing whether they were in field (type 1) or not (type 2). RESULTS Eighteen pts completed MRIg-reSBRT course for 25 metastatic hepatic/perihepatic lesions from July 2019 to January 2020. A total of 20 SBRT courses: 15 Type 1 re-SBRT (75%) and 5 Type 2 re-SBRT (25%) was delivered. Mean interval between the first SBRT and MRIg-reSBRT was 8,6 months. Mean prescribed dose for the first treatment was 43 Gy (range 24-50 Gy, mean BEDα/β10=93), while 41 Gy (range 16-50 Gy, mean BEDα/β10=92) for MRIg-reSBRT. Average liver dose was 3,9 Gy (range 1-10 Gy) and 3,7 Gy (range 1,6-8 Gy) for the first SBRT and MRIg-reSBRT, respectively. No acute or late toxicities were reported at a median follow-up of 10,7 months. The 1-year OS and PFS was 73,08% and 50%, respectively. Overall Clinical Benefit was 54%. CONCLUSIONS MRIg-reSBRT could be considered an effective and safe option in the multi-integrated treatment of OMD.
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Affiliation(s)
- Giuditta Chiloiro
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Giulia Panza
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy.
| | - Luca Boldrini
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Matteo Nardini
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Matteo Galetto
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Claudio Votta
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Maura Campitelli
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | - Francesco Cellini
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
| | | | - Maria Antonietta Gambacorta
- Fondazione Policlinico Universitario Agostino Gemelli, IRCSS, Rome, Italy
- Università Cattolica del Sacro Cuore, Rome, Italy
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Meffe G, Votta C, Turco G, Chillè E, Nardini M, Romano A, Chiloiro G, Panza G, Galetto M, Capotosti A, Moretti R, Gambacorta MA, Boldrini L, Indovina L, Placidi L. Impact of data transfer between treatment planning systems on dosimetric parameters. Phys Med 2024; 121:103369. [PMID: 38669811 DOI: 10.1016/j.ejmp.2024.103369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 03/27/2024] [Accepted: 04/21/2024] [Indexed: 04/28/2024] Open
Abstract
PURPOSE In radiotherapy it is often necessary to transfer a patient's DICOM (Digital Imaging and COmmunications in Medicine) dataset from one system to another for re-treatment, plan-summation or registration purposes. The aim of the study is to evaluate effects of dataset transfer between treatment planning systems. MATERIALS AND METHODS Twenty-five patients treated in a 0.35T MR-Linac (MRidian, ViewRay) for locally-advanced pancreatic cancer were enrolled. For each patient, a nominal dose distribution was optimized on the planning MRI. Each plan was daily re-optimized if needed to match the anatomy and exported from MRIdian-TPS (ViewRay Inc.) to Eclipse-TPS (Siemens-Varian). A comparison between the two TPSs was performed considering the PTV and OARs volumes (cc), as well as dose coverages and clinical constraints. RESULTS From the twenty-five enrolled patients, 139 plans were included in the data comparison. The median values of percentage PTV volume variation are 10.8 % for each fraction, while percentage differences of PTV coverage have a mean value of -1.4 %. The median values of the percentage OARs volume variation are 16.0 %, 7.0 %, 10.4 % and 8.5 % for duodenum, stomach, small and large bowel, respectively. The percentage variations of the dose constraints are 41.0 %, 52.7 % and 49.8 % for duodenum, stomach and small bowel, respectively. CONCLUSIONS This study has demonstrated a non-negligible variation in size and dosimetric parameters when datasets are transferred between TPSs. Such variations should be clinically considered. Investigations are focused on DICOM structure algorithm employed by the TPSs during the transfer to understand the cause of such variations.
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Affiliation(s)
- Guenda Meffe
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Claudio Votta
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gabriele Turco
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Elena Chillè
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Matteo Nardini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
| | - Angela Romano
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Giuditta Chiloiro
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Giulia Panza
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | | | - Amedeo Capotosti
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Roberto Moretti
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Maria Antonietta Gambacorta
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Roma, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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Votta C, Iacovone S, Turco G, Carrozzo V, Vagni M, Scalia A, Chiloiro G, Meffe G, Nardini M, Panza G, Placidi L, Romano A, Cornacchione P, Gambacorta MA, Boldrini L. Evaluation of clinical parallel workflow in online adaptive MR-guided Radiotherapy: A detailed assessment of treatment session times. Tech Innov Patient Support Radiat Oncol 2024; 29:100239. [PMID: 38405058 PMCID: PMC10883837 DOI: 10.1016/j.tipsro.2024.100239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/11/2024] [Accepted: 02/08/2024] [Indexed: 02/27/2024] Open
Abstract
Introduction Advancements in MRI-guided radiotherapy (MRgRT) enable clinical parallel workflows (CPW) for online adaptive planning (oART), allowing medical physicists (MPs), physicians (MDs), and radiation therapists (RTTs) to perform their tasks simultaneously. This study evaluates the impact of this upgrade on the total treatment time by analyzing each step of the current 0.35T-MRgRT workflow. Methods The time process of the workflow steps for 254 treatment fractions in 0.35 MRgRT was examined. Patients have been grouped based on disease site, breathing modality (BM) (BHI or FB), and fractionation (stereotactic body RT [SBRT] or standard fractionated long course [LC]). The time spent for the following workflow steps in Adaptive Treatment (ADP) was analyzed: Patient Setup Time (PSt), MRI Acquisition and Matching (MRt), MR Re-contouring Time (RCt), Re-Planning Time (RPt), Treatment Delivery Time (TDt). Also analyzed was the timing of treatments that followed a Simple workflow (SMP), without the online re-planning (PSt + MRt + TDt.). Results The time analysis revealed that the ADP workflow (median: 34 min) is significantly (p < 0.05) longer than the SMP workflow (19 min). The time required for ADP treatments is significantly influenced by TDt, constituting 40 % of the total time. The oART steps (RCt + RPt) took 11 min (median), representing 27 % of the entire procedure. Overall, 79.2 % of oART fractions were completed in less than 45 min, and 30.6 % were completed in less than 30 min. Conclusion This preliminary analysis, along with the comparative assessment against existing literature, underscores the potential of CPW to diminish the overall treatment duration in MRgRT-oART. Additionally, it suggests the potential for CPW to promote a more integrated multidisciplinary approach in the execution of oART.
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Affiliation(s)
- Claudio Votta
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Sara Iacovone
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Gabriele Turco
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Valerio Carrozzo
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Marica Vagni
- Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Giuditta Chiloiro
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Guenda Meffe
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Matteo Nardini
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Giulia Panza
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Lorenzo Placidi
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Angela Romano
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Patrizia Cornacchione
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
| | - Maria Antonietta Gambacorta
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Luca Boldrini
- Dipartimento di Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Roma, Italy
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Nardini M, Meffe G, Galetto M, Boldrini L, Chiloiro G, Romano A, Panza G, Bevacqua A, Turco G, Votta C, Capotosti A, Moretti R, Gambacorta MA, Indovina L, Placidi L. Why we should care about gas pockets in online adaptive MRgRT: a dosimetric evaluation. Front Oncol 2023; 13:1280836. [PMID: 38023178 PMCID: PMC10679396 DOI: 10.3389/fonc.2023.1280836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Contouring of gas pockets is a time consuming step in the workflow of adaptive radiotherapy. We would like to better understand which gas pockets electronic densitiy should be used and the dosimetric impact on adaptive MRgRT treatment. Materials and methods 21 CT scans of patients undergoing SBRT were retrospectively evaluated. Anatomical structures were contoured: Gross Tumour Volume (GTV), stomach (ST), small bowel (SB), large bowel (LB), gas pockets (GAS) and gas in each organ respectively STG, SBG, LBG. Average HU in GAS was converted in RED, the obtained value has been named as Gastrointestinal Gas RED (GIGED). Differences of average HU in GAS, STG, SBG and LBG were computed. Three treatment plans were calculated editing the GAS volume RED that was overwritten with: air RED (0.0012), water RED (1.000), GIGED, generating respectively APLAN, WPLAN and the GPLAN. 2-D dose distributions were analyzed by gamma analysis. Parameter called active gas volume (AGV) was calculated as the intersection of GAS with the isodose of 5% of prescription dose. Results Average HU value contained in GAS results to be equal to -620. No significative difference was noted between the average HU of gas in different organ at risk. Value of Gamma Passing Rate (GPR) anticorrelates with the AGV for each plan comparison and the threshold value for GPR to fall below 90% is 41, 60 and 139 cc for WPLANvsAPLAN, GPLANvsAPLAN and WPLANvsGPLAN respectively. Discussions GIGED is the right RED for Gastrointestinal Gas. Novel AGV is a useful parameter to evaluate the effect of gas pocket on dose distribution.
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Affiliation(s)
- Matteo Nardini
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Guenda Meffe
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Matteo Galetto
- Radiotherapy Department, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Giuditta Chiloiro
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Giulia Panza
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Andrea Bevacqua
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Gabriele Turco
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Claudio Votta
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Amedeo Capotosti
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Roberto Moretti
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Maria Antonietta Gambacorta
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
- Radiotherapy Department, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario ‘‘A. Gemelli’’ IRCCS, Rome, Italy
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Chiloiro G, Romano A, Cusumano D, Boldrini L, Panza G, Placidi L, Meldolesi E, Nardini M, Meffe G, Nicolini G, Votta C, Indovina L, Gambacorta MA. THeragnostic utilities for neoplastic DisEases of the rectum by MRI guided radiotherapy (THUNDER 2) phase II trial: interim safety analysis. Radiat Oncol 2023; 18:163. [PMID: 37803322 PMCID: PMC10557246 DOI: 10.1186/s13014-023-02353-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 09/19/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND The THUNDER-2 phase II single institutional trial investigates the benefits of MRI-guided radiotherapy (MRIgRT) in treating locally advanced rectal cancer (LARC). This study focuses on evaluating the impact of escalating radiation therapy dose in non-responder patients using the Early Tumour Regression Index (ERI) for predicting complete response (CR). The trial's primary endpoint is to increase the CR rate in non-responders by 10% and assess the feasibility of the delta radiomics-based MRIgRT predictive model. This interim analysis assesses the feasibility and safety of the proposed MRIgRT dose escalation strategy in terms of acute toxicity (gastrointestinal, genitourinary and haematological) and treatment adherence. METHODS Stage cT2-3, N0-2, or cT4 patients with anal sphincter involvement, N0-2a, M0, but without high-risk features were enrolled. MRIgRT treatment consisted of a standard dose of 55 Gy to the Gross Tumor Volume (GTV) and mesorectum, and 45 Gy to the mesorectum and drainage nodes in 25 fractions with concomitant chemotherapy. 0.35 T MRI was used for simulation imaging and daily alignment. ERI was calculated at the 10th fraction. Non-responders with an ERI above 13.1 received intensified dose escalation from the 11th fraction, resulting in a total dose of 60.1 Gy. Acute toxicity was assessed using the CTCAE v.5 scale. RESULTS From March 2021 to November 2022, 33 out of the total number of 63 patients to be enrolled (52.4%) were included, with one withdrawal unrelated to treatment. Sixteen patients (50%) underwent dose escalation. Treatment was well tolerated, with only one patient (3.1%) in the standard treatment group experiencing acute Grade 3 diarrhea, proctitis, and cystitis. No significant differences in toxicity were observed between the two groups (p = 0.5463). CONCLUSIONS MRIgRT treatment with dose escalation up to 60.1 Gy is well tolerated in LARC patients predicted as non-responders by ERI, confirming the feasibility and safety of this approach. The THUNDER-2 trial's primary and secondary endpoints will be fully analyzed when all planned patients will be enrolled.
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Affiliation(s)
- Giuditta Chiloiro
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy.
| | - Davide Cusumano
- Mater Olbia Hospital, Strada Statale Orientale Sarda 125, Olbia, 07026, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Giulia Panza
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Elisa Meldolesi
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Matteo Nardini
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Guenda Meffe
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Gianluca Nicolini
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Claudio Votta
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario "Agostino Gemelli" IRCCS, Largo Agostino Gemelli 8, Rome, 00168, Italy
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Indovina L, Moretti R, Breschi L, Cusumano D, Meffe G, Placidi L, Nardini M, Reale R, Quici A, Placidi E, Stimato G, Capotosti A. Use of secondary air kerma from dose area product and fluoroscopy time for preventive effective dose estimation to interventional radiology procedures staff. J Radiol Prot 2023. [PMID: 37224797 DOI: 10.1088/1361-6498/acd858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
INTRODUCTION Interventional radiology workers are potentially exposed to high levels of ionizing radiations, therefore preventive dose estimation is mandatory for a correct risk classification of staff. Effective Dose (ED) is a radiation protection quantity strictly related to the secondary air kerma (KS), by using appropriate multiplicative conversion factors (ICRP 106). The aim of this work was to evaluate the accuracy of KSestimated from a physical measurable quantity such as Dose-Area Product (DAP) or Fluoroscopy Time (FT). METHODS Radiological units (n=4) were characterized in terms of primary beam air kerma and DAP-meter response consequently defining a DAP-meter Correction Factor (CF) for each unit. Then KS, scattered from an anthropomorphic phantom and measured by a digital multimeter, was compared with the one estimated from DAP and FT. Different combinations of tube voltages, field sizes, current and scatter angles were used to simulate the variation of working conditions. Further measures were performed to estimate the couch transmission factor for different phantom placements on operational couch defining a CF as the mean transmission factor. RESULTS When no CFs were applied, measured KSshowed a median percentage difference between 33.8% and 115.7% with respect to KSevaluated from DAP, while between -46.3% and 101.8% for KSevaluated from FT. Instead when previously defined CFs were applied on evaluated KS, the median percentage difference between measured KSand the one evaluated from DAP ranged between -7.94 % and 15.0%, while between -66.2% and 17.2% for that evaluated from FT. CONCLUSION When appropriate CF are applied, the preventive ED estimation from median DAP value seems to be more conservative and easier to obtain with respect to the one from FT value. Further measures should be performed with personal dosimeter in routine activities to assess the proper KSto ED conversion factor.
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Affiliation(s)
- Luca Indovina
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Roberto Moretti
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Laura Breschi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Davide Cusumano
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Guenda Meffe
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Matteo Nardini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Roberta Reale
- Università Cattolica del Sacro Cuore - Campus di Roma, Roma, Lazio, ITALY
| | - Arturo Quici
- Università Cattolica del Sacro Cuore - Campus di Roma, Roma, Lazio, ITALY
| | - Elisa Placidi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Gerardina Stimato
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
| | - Amedeo Capotosti
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Lazio, ITALY
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Chiloiro G, Boldrini L, Romano A, Placidi L, Tran HE, Nardini M, Massaccesi M, Cellini F, Indovina L, Gambacorta MA. Magnetic resonance-guided stereotactic body radiation therapy (MRgSBRT) for oligometastatic patients: a single-center experience. Radiol Med 2023; 128:619-627. [PMID: 37079221 PMCID: PMC10116467 DOI: 10.1007/s11547-023-01627-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 03/27/2023] [Indexed: 04/21/2023]
Abstract
PURPOSE Stereotactic body radiotherapy is increasingly used for the treatment of oligometastatic disease. Magnetic resonance-guided stereotactic radiotherapy (MRgSBRT) offers the opportunity to perform dose escalation protocols while reducing the unnecessary irradiation of the surrounding organs at risk. The aim of this retrospective, monoinstitutional study is to evaluate the feasibility and clinical benefit (CB) of MRgSBRT in the setting of oligometastatic patients. MATERIALS AND METHODS Data from oligometastatic patients treated with MRgSBRT were collected. The primary objectives were to define the 12-month progression-free survival (PFS) and local progression-free survival (LPFS) and 24-month overall survival (OS) rate. The objective response rate (ORR) included complete response (CR) and partial response (PR). CB was defined as the achievement of ORR and stable disease (SD). Toxicities were also assessed according to the CTCAE version 5.0 scale. RESULTS From February 2017 to March 2021, 59 consecutive patients with a total of 80 lesions were treated by MRgSBRT on a 0.35 T hybrid unit. CR and PR as well as SD were observed in 30 (37.5%), 7 (8.75%), and 17 (21.25%) lesions, respectively. Furthermore, CB was evaluated at a rate of 67.5% with an ORR of 46.25%. Median follow-up time was 14 months (range: 3-46 months). The 12-month LPFS and PFS rates were 70% and 23%, while 24-month OS rate was 93%. No acute toxicity was reported, whereas late pulmonary fibrosis G1 was observed in 9 patients (15.25%). CONCLUSION MRgSBRT was well tolerated by patients with reported low toxicity levels and a satisfying CB.
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Affiliation(s)
- Giuditta Chiloiro
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy.
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Huong Elena Tran
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Matteo Nardini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Mariangela Massaccesi
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Francesco Cellini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
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Boldrini L, Chiloiro G, Cusumano D, Romano A, Placidi L, Turco G, Antonelli MV, Nardini M, Galetto M, Indovina L, Gambacorta MA. Mesorectal motion evaluation in rectal cancer MR-guided radiotherapy: an exploratory study to quantify treatment margins. Radiat Oncol 2023; 18:4. [PMID: 36604699 PMCID: PMC9817323 DOI: 10.1186/s13014-022-02193-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 12/28/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Mesorectal motion (MM) is a source of uncertainty during neoadjuvant chemoradiotherapy (nCRT) delivery for locally advanced rectal cancer (LARC). Previously published experiences using cone-beam computed tomography imaging have already described significant movement. Aim of this analysis is to assess inter-fraction MM using the higher tissue contrast provided by hybrid magnetic resonance imaging (MRI) in LARC patients (pts) treated with MRI guided radiation therapy (MRgRT). METHODS The total mesorectum, its superior (Msup), middle (Mmid) and lower (Mlow) regions were contoured on the positioning MRIs acquired on simulation day and on each treatment day. Six PTVs were obtained adding 0.5, 0.7, 1, 1.3, 1.5 and 2 cm margin to the whole mesorectum, starting from the simulation MRI. Margins including 95% of the mesorectal structures during whole treatment in 95% of patients (pts) were considered adequate. RESULTS A total number of 312 fractions of 12 consecutive pts was retrospectively analyzed. The different mesorectum regions show specific motion variability. In particular, Msup shows larger variability in left, right and anterior directions, while the Mlow in caudal and posterior ones. The anterior margin is significantly larger in the Msup than in the other regions. CONCLUSION Different mesorectal regions move differently throughout the radiotherapy treatment, with the largest MM in the Msup anterior direction. Asymmetrical margins are recommended.
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Affiliation(s)
- Luca Boldrini
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Giuditta Chiloiro
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Davide Cusumano
- grid.513825.80000 0004 8503 7434Mater Olbia Hospital, Strada Statale Orientale Sarda 125, Olbia, SS Italy
| | - Angela Romano
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Lorenzo Placidi
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Gabriele Turco
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Marco Valerio Antonelli
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Matteo Nardini
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Matteo Galetto
- grid.8142.f0000 0001 0941 3192Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Luca Indovina
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Maria Antonietta Gambacorta
- grid.414603.4Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
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Galetto M, Nardini M, Capotosti A, Boldrini L, Chiloiro G, Votta C, Indovina L, De Spirito M, Placidi L. TARGET MOTION TRACKING IN FREE-BREATHING LUNG MR-GUIDED SBRT. Phys Med 2022. [DOI: 10.1016/s1120-1797(22)02161-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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Meffe G, Castriconi R, Nardini M, Tudda A, Boldrini L, Indovina L, Fiorino C, Placidi L. KNOWLEDGE-BASED (KB) MODEL FROM SINGLE PATIENT INTER-FRACTIONS ADAPTIVE MAGNETIC RESONANCE GUIDED RADIOTHERAPY (MRGRT) PLAN. Phys Med 2022. [DOI: 10.1016/s1120-1797(22)02515-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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11
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Capotosti A, Milano A, Moretti R, Placidi L, Nardini M, Zagaria L, Iezzi R, Boldrini L, Chiloiro G, Indovina L. MULTI-TREATMENT DOSIMETRIC EVALUATION: 90Y-RADIOEMBOLIZATION WITH PREVIOUS MR-GUIDED EXTERNAL BEAM RADIATION THERAPY. Phys Med 2022. [DOI: 10.1016/s1120-1797(22)02202-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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12
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Nardini M, Capotosti A, Mazzoni LN, Cusumano D, Boldrini L, Chiloiro G, Romano A, Valentini V, Indovina L, Placidi L. Tuning the optimal diffusion-weighted MRI parameters on a 0.35-T MR-Linac for clinical implementation: A phantom study. Front Oncol 2022; 12:867792. [PMID: 36523999 PMCID: PMC9745186 DOI: 10.3389/fonc.2022.867792] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 11/07/2022] [Indexed: 12/06/2023] Open
Abstract
PURPOSE This study aims to assess the quality of a new diffusion-weighted imaging (DWI) sequence implemented on an MR-Linac MRIdian system, evaluating and optimizing the acquisition parameters to explore the possibility of clinically implementing a DWI acquisition protocol in a 0.35-T MR-Linac. MATERIALS AND METHODS All the performed analyses have been carried out on two types of phantoms: a homogeneous 24-cm diameter polymethylmethacrylate (PMMA) sphere (SP) and a homemade phantom (HMP) constating in a PMMA cylinder filled with distilled water with empty sockets into which five cylindrical vials filled with five different concentrations of methylcellulose water solutions have been inserted. SP was used to evaluate the dependence of diffusion gradient inhomogeneity artifacts on gantry position. Four diffusion sequences with b-values of 500 s/mm2 and 3 averages have been acquired: three with diffusion gradients in the three main directions (phase direction, read direction, slice direction) and one with the diffusion gradients switched off. The dependence of diffusion image uniformity and SNR on the number of averages in the MR sequences was also investigated to determine the optimal number of averages. Finally, the ADC values of HMP have been computed and then compared between images acquired in the scanners at 0.35 and 1.5 T. RESULTS In order to acquire high-quality artifact-free DWI images, the "slice" gradient direction has been identified to be the optimal one and 0° to be the best gradient angle. Both the SNR ratio and the uniformity increase with the number of averages. A threshold value of 80 for SNR and 85% for uniformity was adopted to choose the best number of averages. By making a compromise between time and quality and limiting the number of b-values, it is possible to reduce the acquisition time to 78 s. The Passing-Bablok test showed that the two methods, with 0.35 and 1.5 T scanners, led to similar results. CONCLUSION The quality of the DWI has been accurately evaluated in relation to different sequence parameters, and optimal parameters have been identified to select a clinical protocol for the acquisition of ADC maps sustainable in the workflow of a hybrid radiotherapy system with a 0.35-T MRI scanner.
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Affiliation(s)
- Matteo Nardini
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Amedeo Capotosti
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Lorenzo Nicola Mazzoni
- Azienda Unità Sanitaria Locale (AUSL) Toscana Centro, Medical Physics Unit, Prato-Pistoia, Italy
| | - Davide Cusumano
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
- Mater Olbia Hospital, UOS Fisica Medica, Olbia, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Giuditta Chiloiro
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario “Agostino Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
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Lenkowicz J, Votta C, Nardini M, Quaranta F, Catucci F, Boldrini L, Vagni M, Menna S, Placidi L, Romano A, Chiloiro G, Gambacorta MA, Mattiucci GC, Indovina L, Valentini V, Cusumano D. A deep learning approach to generate synthetic CT in low field MR-guided radiotherapy for lung cases. Radiother Oncol 2022; 176:31-38. [PMID: 36063982 DOI: 10.1016/j.radonc.2022.08.028] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 12/14/2022]
Abstract
INTRODUCTION This study aims to apply a conditional Generative Adversarial Network (cGAN) to generate synthetic Computed Tomography (sCT) from 0.35 Tesla Magnetic Resonance (MR) images of the thorax. METHODS Sixty patients treated for lung lesions were enrolled and divided into training (32), validation (8), internal (10,TA) and external (10,TB) test set. Image accuracy of generated sCT was evaluated computing the mean absolute (MAE) and mean error (ME) with respect the original CT. Three treatment plans were calculated for each patient considering MRI as reference image: original CT, sCT (pure sCT) and sCT with GTV density override (hybrid sCT) were used as Electron Density (ED) map. Dose accuracy was evaluated comparing treatment plans in terms of gamma analysis and Dose Volume Histogram (DVH) parameters. RESULTS No significant difference was observed between the test sets for image and dose accuracy parameters. Considering the whole test cohort, a MAE of 54.9 ± 10.5 HU and a ME of 4.4 ± 7.4 HU was obtained. Mean gamma passing rates for 2%/2mm, and 3%/3mm tolerance criteria were 95.5 ± 5.9% and 98.2 ± 4.1% for pure sCT, 96.1 ± 5.1% and 98.5 ± 3.9% for hybrid sCT: the difference between the two approaches was significant (p = 0.01). As regards DVH analysis, differences in target parameters estimation were found to be within 5% using hybrid approach and 20% using pure sCT. CONCLUSION The DL algorithm here presented can generate sCT images in the thorax with good image and dose accuracy, especially when the hybrid approach is used. The algorithm does not suffer from inter-scanner variability, making feasible the implementation of MR-only workflows for palliative treatments.
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Affiliation(s)
- Jacopo Lenkowicz
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | - Claudio Votta
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy; Mater Olbia Hospital, Olbia (SS), Italy.
| | - Matteo Nardini
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | | | | | - Luca Boldrini
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | - Marica Vagni
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | | | - Lorenzo Placidi
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | - Giuditta Chiloiro
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | | | - Gian Carlo Mattiucci
- Mater Olbia Hospital, Olbia (SS), Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luca Indovina
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - Davide Cusumano
- Fondazione Policlinico Universitario ''Agostino Gemelli'' IRCCS, Rome, Italy; Mater Olbia Hospital, Olbia (SS), Italy
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Nardini M, Ciasca G, Lauria A, Rossi C, Di Giacinto F, Romanò S, Di Santo R, Papi M, Palmieri V, Perini G, Basile U, Alcaro FD, Di Stasio E, Bizzarro A, Masullo C, De Spirito M. Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer's disease. Front Aging Neurosci 2022; 14:932354. [PMID: 36204549 PMCID: PMC9530048 DOI: 10.3389/fnagi.2022.932354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 08/10/2022] [Indexed: 11/13/2022] Open
Abstract
Red blood cells (RBCs) are characterized by a remarkable elasticity, which allows them to undergo very large deformation when passing through small vessels and capillaries. This extreme deformability is altered in various clinical conditions, suggesting that the analysis of red blood cell (RBC) mechanics has potential applications in the search for non-invasive and cost-effective blood biomarkers. Here, we provide a comparative study of the mechanical response of RBCs in patients with Alzheimer's disease (AD) and healthy subjects. For this purpose, RBC viscoelastic response was investigated using atomic force microscopy (AFM) in the force spectroscopy mode. Two types of analyses were performed: (i) a conventional analysis of AFM force-distance (FD) curves, which allowed us to retrieve the apparent Young's modulus, E; and (ii) a more in-depth analysis of time-dependent relaxation curves in the framework of the standard linear solid (SLS) model, which allowed us to estimate cell viscosity and elasticity, independently. Our data demonstrate that, while conventional analysis of AFM FD curves fails in distinguishing the two groups, the mechanical parameters obtained with the SLS model show a very good classification ability. The diagnostic performance of mechanical parameters was assessed using receiving operator characteristic (ROC) curves, showing very large areas under the curves (AUC) for selected biomarkers (AUC > 0.9). Taken all together, the data presented here demonstrate that RBC mechanics are significantly altered in AD, also highlighting the key role played by viscous forces. These RBC abnormalities in AD, which include both a modified elasticity and viscosity, could be considered a potential source of plasmatic biomarkers in the field of liquid biopsy to be used in combination with more established indicators of the pathology.
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Affiliation(s)
- Matteo Nardini
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Gabriele Ciasca
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Alessandra Lauria
- Unitá Operativa Complessa Neuroriabilitazione ad Alta Intensitá, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Cristina Rossi
- Department of Laboratory Diagnostic and Infectious Diseases, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Flavio Di Giacinto
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Sabrina Romanò
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Riccardo Di Santo
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Massimiliano Papi
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Valentina Palmieri
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Istituto dei Sistemi Complessi (ISC), Consiglio Nazionale delle Ricerche (CNR), Rome, Italy
| | - Giordano Perini
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Umberto Basile
- Department of Laboratory Diagnostic and Infectious Diseases, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Francesca D. Alcaro
- Department of Laboratory Diagnostic and Infectious Diseases, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Enrico Di Stasio
- Department of Laboratory Diagnostic and Infectious Diseases, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Alessandra Bizzarro
- Unitáă Operativa Complessa Continuità assistenziale, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Carlo Masullo
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Sezione di Neurologia, Dipartimento di Neuroscienze, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Marco De Spirito
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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Votta C, Boldrini L, Chiloiro G, Romano A, Bonelli E, Autorino R, Bianchi M, Campitelli M, Galofaro E, Nardangeli A, Nardini M, Placidi L, Gambacorta M, Valentini V. MO-0650 Partial irradiation in cervical cancer MRgRT: a dosimetric evaluation. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)02408-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Placidi L, Nardini M, Moretti R, Capotosti A, Cusumano D, Boldrini L, Gambacorta M, Valentini V, Indovina L. PO-1732 Advantages of low tesla MR-Linac advanced cost function for online adaptive dose optimization. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03696-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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17
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Placidi L, Nardini M, Calatayud D, Capotosti A, Cusumano D, Moretti R, Gambacorta M, Valentini V, Indovina L, Boldrini L. PO-1705 Characterization of injectable marker in a low tesla MR-Linac for online tracking of liver tumour. Radiother Oncol 2022. [DOI: 10.1016/s0167-8140(22)03669-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Chiloiro G, Cusumano D, Boldrini L, Romano A, Placidi L, Nardini M, Meldolesi E, Barbaro B, Coco C, Crucitti A, Persiani R, Petruzziello L, Ricci R, Salvatore L, Sofo L, Alfieri S, Manfredi R, Valentini V, Gambacorta MA. THUNDER 2: THeragnostic Utilities for Neoplastic DisEases of the Rectum by MRI guided radiotherapy. BMC Cancer 2022; 22:67. [PMID: 35033008 PMCID: PMC8760695 DOI: 10.1186/s12885-021-09158-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 12/24/2021] [Indexed: 02/07/2023] Open
Abstract
Background Neoadjuvant chemoradiation therapy (nCRT) is the standard treatment modality in locally advanced rectal cancer (LARC). Since response to radiotherapy (RT) is dose dependent in rectal cancer, dose escalation may lead to higher complete response rates. The possibility to predict patients who will achieve complete response (CR) is fundamental. Recently, an early tumour regression index (ERI) was introduced to predict pathological CR (pCR) after nCRT in LARC patients. The primary endpoints will be the increase of CR rate and the evaluation of feasibility of delta radiomics-based predictive MRI guided Radiotherapy (MRgRT) model. Methods Patients affected by LARC cT2-3, N0-2 or cT4 for anal sphincter involvement N0-2a, M0 without high risk features will be enrolled in the trial. Neoadjuvant CRT will be administered using MRgRT. The initial RT treatment will consist in delivering 55 Gy in 25 fractions on Gross Tumor Volume (GTV) plus the corresponding mesorectum and 45 Gy in 25 fractions on the drainage nodes. Chemotherapy with 5-fluoracil (5-FU) or oral capecitabine will be administered continuously. A 0.35 Tesla MRI will be acquired at simulation and every day during MRgRT. At fraction 10, ERI will be calculated: if ERI will be inferior than 13.1, the patient will continue the original treatment; if ERI will be higher than 13.1 the treatment plan will be reoptimized, intensifying the dose to the residual tumor at the 11th fraction to reach 60.1 Gy. At the end of nCRT instrumental examinations are to be performed in order to restage patients. In case of stable disease or progression, the patient will undergo surgery. In case of major or complete clinical response, conservative approaches may be chosen. Patients will be followed up to evaluate toxicity and quality of life. The number of cases to be enrolled will be 63: all the patients will be treated at Fondazione Policlinico Universitario A. Gemelli IRCCS in Rome. Discussion This clinical trial investigates the impact of RT dose escalation in poor responder LARC patients identified using ERI, with the aim of increasing the probability of CR and consequently an organ preservation benefit in this group of patients. Trial registration ClinicalTrials.gov Identifier: NCT04815694 (25/03/2021).
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Affiliation(s)
- Giuditta Chiloiro
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Davide Cusumano
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Luca Boldrini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Angela Romano
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy.
| | - Lorenzo Placidi
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Matteo Nardini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Elisa Meldolesi
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Brunella Barbaro
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Claudio Coco
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Antonio Crucitti
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Roberto Persiani
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Lucio Petruzziello
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Riccardo Ricci
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Lisa Salvatore
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Luigi Sofo
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Sergio Alfieri
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Riccardo Manfredi
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
| | - Vincenzo Valentini
- Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Largo Agostino Gemelli 8, 00168, Rome, Italy
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Placidi L, Nardini M, Cusumano D, Boldini L, Chiloiro G, Votta C, Antonelli M, Valentini V, Indovina L. Dosimetric and planning evaluation of IMRT vs VMAT-like plans for magnetic resonance guided radiotherapy treatment. Phys Med 2021. [DOI: 10.1016/s1120-1797(22)00168-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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20
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Placidi L, Cusumano D, Alparone A, Boldrini L, Nardini M, Meffe G, Chiloiro G, Romano A, Valentini V, Indovina L. When your MR linac is down: Can an automated pipeline bail you out of trouble? Phys Med 2021; 91:80-86. [PMID: 34739878 DOI: 10.1016/j.ejmp.2021.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 10/11/2021] [Accepted: 10/19/2021] [Indexed: 10/19/2022] Open
Abstract
PURPOSE The unique treatment delivery technique provided by magnetic resonance guided radiotherapy (MRgRT) can represent a significant drawback when system fail occurs. This retrospective study proposes and evaluates a pipeline to completely automate the workflow necessary to shift a MRgRT treatment to a traditional radiotherapy linac. MATERIAL AND METHODS Patients undergoing treatment during the last MRgRT system failure were retrospectively included in this study. The core of the proposed pipeline was based on a tool able to mimic the original MR linac dose distribution. The so obtained dose distribution (AUTO) has been compared with the distribution obtained in the conventional radiotherapy linac (MAN). Plan comparison has been performed in terms of time required to obtain the final dose distribution, DVH parameters, dosimetric indices and visual analogue scales scoring by radiation oncologists. RESULTS AUTO plans generation has been obtained within 10 min for all the considered cases. All AUTO plans were found to be within clinical tolerance, showing a mean target coverage variation of 1.7% with a maximum value of 4.3% and a minimum of 0.6% when compared with MAN plans. The highest OARs mean variation has been found for rectum V60 (6.7%). Dosimetric indices showed no relevant differences, with smaller gradient measure in favour of AUTO plans. Visual analogue scales scoring has confirmed comparable plan quality for AUTO plans. CONCLUSION The proposed workflow allows a fast and accurate generation of automatic treatment plans. AUTO plans can be considered equivalent to MAN ones, with limited clinical impact in the worst-case scenario.
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Affiliation(s)
- L Placidi
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - D Cusumano
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy.
| | | | - L Boldrini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
| | - M Nardini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
| | - G Meffe
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
| | - G Chiloiro
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
| | - A Romano
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
| | - V Valentini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - L Indovina
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Rome, Italy
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21
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Placidi L, Nardini M, Cusumano D, Boldrini L, Catucci F, Chiloiro G, Votta C, Valentini V, Indovina L. PO-1880 Dosimetric accuracy of dual isocenter irradiation in magnetic resonance guided radiotherapy system. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08331-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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22
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Cusumano D, Lenkowicz J, Votta C, Nardini M, Boldrini L, Placidi L, Catucci F, Dinapoli N, Antonelli M, Romano A, De Luca V, Chiloiro G, Indovina L, Valentini V. OC-0521 A deep learning approach to generate synthetic CT in low field MR-guided radiotherapy for lung cases. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)06947-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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23
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Placidi L, Nardini M, Cusumano D, Boldrini L, Chiloiro G, Romano A, Votta C, Antonelli M, Valentini V, Indovina L. PO-1861 Evaluation of VMAT-like planning technique for magnetic resonance guided radiotherapy treatment. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)08312-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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24
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Placidi L, Nardini M, Cusumano D, Boldrini L, Chiloiro G, Romano A, Votta C, Antonelli MV, Valentini V, Indovina L. VMAT-like plans for magnetic resonance guided radiotherapy: Addressing unmet needs. Phys Med 2021; 85:72-78. [PMID: 33979726 DOI: 10.1016/j.ejmp.2021.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/29/2021] [Accepted: 05/03/2021] [Indexed: 12/12/2022] Open
Abstract
PURPOSE VMAT delivery technique is currently not applicable to Magnetic Resonance-guided radiotherapy (MRgRT) hybrid systems. Aim of this study is to evaluate an innovative VMAT-like (VML) delivery technique. MATERIAL AND METHODS First, planning and dosimetric evaluation of the MRgRT VML treatment have been performed on 10 different disease sites and the results have been compared with the corresponding IMRT plans. Then, in the second phase, 10 of the most dosimetrically challenging locally advanced pancreas treatment plans have been retrospectively re-planned using the VML approach to explore the potentiality of this new delivery technique. Finally, VML robustness was evaluated and compared with the IMRT plans, considering a lateral positioning error of ± 5 mm. RESULTS In phase one, all VML plans were within constraint for all OARs. When PTV coverage is considered, in the 50% of the cases VML PTV coverage is equal or higher than in IMRT plan. In the remaining 50%, the highest target under coverage difference in comparison with IMRT plan is -1.71%. The mean and maximum treatment time differences (VML-IMRT) is 0.2 min and 3.1 min respectively. In phase two, the treatment time variation (VML-IMRT), shows a mean, maximum and minimum variations of 1.3, 4.6 and -0.6 min respectively. All VML plans have a better target coverage if compared with IMRT plans, keeping in any case the OARs constraints within tolerance. VML doesn't increase plan robustness. CONCLUSION VMAT-like treatment approach appeared to be an efficient planning solution and it was decided to clinically implement it in daily practice, especially in the frame of hypo fractionated treatments.
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Affiliation(s)
- L Placidi
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - M Nardini
- Università Cattolica del Sacro Cuore, Rome, Italy
| | - D Cusumano
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy.
| | - L Boldrini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
| | - G Chiloiro
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
| | - A Romano
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
| | - C Votta
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
| | - M V Antonelli
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
| | - V Valentini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - L Indovina
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Roma, Italy
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25
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Placidi L, Nardini M, Cusumano D, Boldrini L, Catucci F, Chiloiro G, Votta C, Valentini V, Indovina L. Dosimetric accuracy of dual isocenter irradiation in low magnetic field resonance guided radiotherapy system for extended abdominal tumours. Phys Med 2021; 84:149-158. [PMID: 33895666 DOI: 10.1016/j.ejmp.2021.03.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 03/23/2021] [Accepted: 03/30/2021] [Indexed: 10/21/2022] Open
Abstract
PURPOSE Due to limited field size of Magnetic Resonance Linear Accelerators (MR-Linac), some treatments could require a dual-isocenter planning approach to achieve a complete target coverage and thus exploit the benefits of the online adaptation. This study evaluates the dosimetric accuracy of the dual-isocenter intensity modulated radiation therapy (IMRT) delivery technique for MR-Linac. MATERIAL AND METHODS Dual-isocenter multi leaf collimator (MLC) and couch accuracy tests have been performed to evaluate the delivery accuracy of the system. A mono-isocenter plan delivered in clinical practice has then been retrospectively re-planned with dual-isocenter technique. The dual-isocenter plan has been re-calculated and delivered on a 3-dimensional (3D) ArcCHECK phantom and 2-dimensional (2D) films to assess its dosimetric accuracy in terms of gamma analysis. Clinical and planning target volume (CTV and PTV respectively) coverage robustness was then investigated after the introduction of ± 2 mm and ± 5 mm positioning errors by shifting the couch. RESULTS MLC and couch accuracy tests confirmed the system accuracy in delivering a dual-isocenter irradiation. 2D/3D gamma analysis results occurred always to be above 95% if considered a gamma criteria 1%/2 mm and 1%/1 mm respectively for the 2D and 3D analysis. The mean variations for CTV D98% and PTV V95% were 0.2% and 1.1% respectively when positioning error was introduced separately in each direction, while the maximum observed variations were 0.9% (CTV) and 3.7% (PTV). CONCLUSION The dosimetric accuracy of dual-isocenter irradiation has been verified for MR-Linac, achieving accurate and robust treatment strategy and improving dose conformality also in presence of targets whose extension exceeds the nominal maximum field size.
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Affiliation(s)
- L Placidi
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - M Nardini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy; Università Cattolica del Sacro Cuore, Rome, Italy.
| | - D Cusumano
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
| | - L Boldrini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
| | - F Catucci
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
| | - G Chiloiro
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
| | - C Votta
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
| | - V Valentini
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - L Indovina
- Fondazione Policlinico Universitario ''A. Gemelli'' IRCCS, Italy
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26
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Di Giacinto F, Tartaglione L, Nardini M, Mazzini A, Romanò S, Rizzo GE, Papi M, De Spirito M, Pitocco D, Ciasca G. Searching for the Mechanical Fingerprint of Pre-diabetes in T1DM: A Case Report Study. Front Bioeng Biotechnol 2020; 8:569978. [PMID: 33117782 PMCID: PMC7552738 DOI: 10.3389/fbioe.2020.569978] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 08/27/2020] [Indexed: 01/11/2023] Open
Abstract
We report the case of a 38 year-old Caucasian man enrolled in a study aimed at investigating the physical properties of red blood cells (RBCs) using advanced microscopy techniques, including Atomic Force Microscopy (AFM). At the time of his first enrolment in the study, he had normal Fasting Plasma Glucose (FPG) values, a BMI of 24.1, and no other symptoms of diabetes, including fatigue, high triglycerides, low HDL cholesterol, and altered inflammatory and corpuscular RBC indices. The subject reported no family history of diabetes, obesity, and cardiovascular diseases. Despite his apparently healthy conditions, the biomechanics of his RBCs was altered, showing increased values of stiffness and viscosity. More than 1 year after the mechanical measurements, the subject was admitted to the Operational Unit of Diabetology of the Policlinico Gemelli Hospital with high blood glucose and glycosylated hemoglobin (HbA1c) levels and diagnosed with type 1 diabetes (T1DM). Here, we show these data, and we discuss the hypothesis that RBC mechanical properties could be sensitive to changes occurring during the pre-diabetic phase of T1DM.
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Affiliation(s)
- Flavio Di Giacinto
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Linda Tartaglione
- Diabetes Care Unit, Catholic University School of Medicine and Fondazione Policlinico Universitario “A. Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Matteo Nardini
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Alberto Mazzini
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Sabrina Romanò
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Gaetano Emanuele Rizzo
- Diabetes Care Unit, Catholic University School of Medicine and Fondazione Policlinico Universitario “A. Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Massimiliano Papi
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Marco De Spirito
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
| | - Dario Pitocco
- Diabetes Care Unit, Catholic University School of Medicine and Fondazione Policlinico Universitario “A. Gemelli” Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy
| | - Gabriele Ciasca
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Rome, Italy
- Fondazione Policlinico A. Gemelli IRCCS, Rome, Italy
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27
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Leo M, DI Giacinto F, Nardini M, Mazzini A, Rossi C, Porceddu E, Papi M, Grieco A, DE Spirito M, Ciasca G. Erythrocyte viscoelastic recovery after liver transplantation in a cirrhotic patient affected by spur cell anaemia. J Microsc 2020; 280:287-296. [PMID: 32885445 DOI: 10.1111/jmi.12958] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 07/31/2020] [Accepted: 08/26/2020] [Indexed: 01/13/2023]
Abstract
In physiological conditions, red blood cells (RBCs) are capable of dramatic deformations when passing through the microvasculature. This extreme deformability is closely related to the RBC biconcave shape, to the fluidic nature of the haemoglobin and the cell membrane structure, primarily consisting of a phospholipid bilayer with an underlying two-dimensional spectrin network. In many pathological and inflammatory conditions, the shape and the extreme deformability of erythrocytes appear to be significantly altered. These findings have stimulated intense research towards the search and validation of novel erythrocyte-based mechanical biomarkers, useful for disease diagnosis and therapy monitoring. In this study, we investigated with Atomic Force Microscopy (AFM) the mechanical properties of erythrocytes obtained from a 68 years old cirrhotic man diagnosed with spur cell anaemia and cold agglutinated disease, before and after liver transplantation. Mechanical changes are compared with ultrastructural alterations as studied by scanning electron microscopy and discussed according to confocal fluorescence microscopy results, showing possible alterations induced by the cirrhotic environment at the level of the RBCs cytoskeletal organisation and lipidic composition. Taken together, the results here presented show that liver transplantation not only contributes to restoring the proper RBC morphology, but it also induces recovery of the physiological viscous behaviour of cells, further stressing the relevance of viscous and dissipative forces in determining the RBC biomechanical response.
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Affiliation(s)
- M Leo
- Internal Medicine, Gastroenterology and Hepatology, Fondazione Policlinico Universitario, Agostino Gemelli IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - F DI Giacinto
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - M Nardini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - A Mazzini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - C Rossi
- Area Diagnostica di Laboratorio UOC Chimica, Biochimica e Biologia Molecolare, Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - E Porceddu
- Internal Medicine, Gastroenterology and Hepatology, Fondazione Policlinico Universitario, Agostino Gemelli IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - M Papi
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - A Grieco
- Liver Transplant Medicine Unit, Department of Gastroenterological, Endocrine and Metabolic Sciences, Fondazione Policlinico Universitario Gemelli IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - M DE Spirito
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
| | - G Ciasca
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy.,Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy
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28
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Perini G, Ciasca G, Minelli E, Papi M, Palmieri V, Maulucci G, Nardini M, Latina V, Corsetti V, Florenzano F, Calissano P, De Spirito M, Amadoro G. Dynamic structural determinants underlie the neurotoxicity of the N-terminal tau 26-44 peptide in Alzheimer's disease and other human tauopathies. Int J Biol Macromol 2019; 141:278-289. [PMID: 31470053 DOI: 10.1016/j.ijbiomac.2019.08.220] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 08/10/2019] [Accepted: 08/26/2019] [Indexed: 12/31/2022]
Abstract
The intrinsically disordered tau protein plays a pivotal role in the pathogenesis of Alzheimer's disease (AD) and other human tauopathies. Abnormal post-translational modifications of tau, such as truncation, are causally involved in the onset/development of these neurodegenerative diseases. In this context, the AD-relevant N-terminal fragment mapping between 26 and 44 amino acids of protein (tau26-44) is interesting, being endowed with potent neurotoxic effects in vitro and in vivo. However, the understanding of the mechanism(s) of tau26-44 toxicity is a challenging task because, similarly to the full-length tau, it does not have a unique 3D structure but exists as dynamic ensemble of conformations. Here we use Atomic Force Spectroscopy, Small Angle X-ray Scattering and Molecular Dynamics simulation to gather structural and functional information on the tau26-44. We highlight the presence, the type and the location of its temporary secondary structures and we unveil the occurrence of relevant transient tertiary conformations that could contribute to tau26-44 toxicity. Data are compared with those obtained on the biologically-inactive, reverse-sequence (tau44-26 peptide) which has the same mass, charge, aminoacidic composition as well as the same overall unfolded character of tau26-44.
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Affiliation(s)
- Giordano Perini
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Gabriele Ciasca
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy.
| | - Eleonora Minelli
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Massimiliano Papi
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Valentina Palmieri
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Giuseppe Maulucci
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Matteo Nardini
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Valentina Latina
- European Brain Research Institute (EBRI), Viale Regina Elena 295, 00161 Rome, Italy
| | - Veronica Corsetti
- European Brain Research Institute (EBRI), Viale Regina Elena 295, 00161 Rome, Italy
| | - Fulvio Florenzano
- European Brain Research Institute (EBRI), Viale Regina Elena 295, 00161 Rome, Italy
| | - Pietro Calissano
- European Brain Research Institute (EBRI), Viale Regina Elena 295, 00161 Rome, Italy
| | - Marco De Spirito
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italy; Fondazione Policlinico A. Gemelli IRCCS, Roma, Italy
| | - Giuseppina Amadoro
- European Brain Research Institute (EBRI), Viale Regina Elena 295, 00161 Rome, Italy; Institute of Translational Pharmacology (IFT)-CNR, Via Fosso del Cavaliere 100, 00133 Rome, Italy.
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29
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Ciasca G, Pagliei V, Minelli E, Palermo F, Nardini M, Pastore V, Papi M, Caporossi A, De Spirito M, Minnella AM. Nanomechanical mapping helps explain differences in outcomes of eye microsurgery: A comparative study of macular pathologies. PLoS One 2019; 14:e0220571. [PMID: 31390353 PMCID: PMC6685617 DOI: 10.1371/journal.pone.0220571] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 07/18/2019] [Indexed: 12/31/2022] Open
Abstract
Many ocular diseases are associated with an alteration of the mechanical and the material properties of the eye. These mechanically-related diseases include macular hole and pucker, two ocular conditions due to the presence of abnormal physical tractions acting on the retina. A complete relief of these tractions can be obtained through a challenging microsurgical procedure, which requires the mechanical peeling of the internal limiting membrane of the retina (ILM). In this paper, we provide the first comparative study of the nanoscale morphological and mechanical properties of the ILM in macular hole and macular pucker. Our nanoscale elastic measurements unveil a different bio-mechanical response of the ILM in the two pathologies, which correlates well to significant differences occurring during microsurgery. The results here presented pave the way to the development of novel dedicated microsurgical protocols based on the material ILM properties in macular hole or pucker. Moreover, they contribute to clarify why, despite a common aetiology, a patient might develop one disease or the other, an issue which is still debated in literature.
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Affiliation(s)
- Gabriele Ciasca
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
- * E-mail: (GC); (MDS)
| | - Valeria Pagliei
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Oftalmologia, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Eleonora Minelli
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Francesca Palermo
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Matteo Nardini
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Valentina Pastore
- Department of Medical Science, Neuroscience and Sense Organs, Eye Clinic, University of Bari “A. Moro”, Bari, Italy
| | - Massimiliano Papi
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Aldo Caporossi
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Oftalmologia, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Marco De Spirito
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Fisica, Università Cattolica del Sacro Cuore, Roma, Italia
- * E-mail: (GC); (MDS)
| | - Angelo Maria Minnella
- Fondazione Policlinico A. Gemelli IRCCS, Roma, Italia
- Istituto di Oftalmologia, Università Cattolica del Sacro Cuore, Roma, Italia
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Dekker TM, Schwarzkopf DS, de Haas B, Nardini M, Sereno MI. Population receptive field tuning properties of visual cortex during childhood. Dev Cogn Neurosci 2019; 37:100614. [PMID: 30777677 PMCID: PMC6969313 DOI: 10.1016/j.dcn.2019.01.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 11/19/2018] [Accepted: 01/04/2019] [Indexed: 11/07/2022] Open
Abstract
Visuospatial abilities such as contrast sensitivity and Vernier acuity improve until late in childhood, but the neural mechanisms supporting these changes are poorly understood. We tested to which extent this development might reflect improved spatial sensitivity of neuronal populations in visual cortex. To do this, we measured BOLD-responses in areas V1-V4 and V3a, whilst 6- to 12-year-old children and adults watched large-field wedge and ring stimuli in the MRI scanner, and then fitted population receptive field (pRF) tuning functions to these data (Dumoulin and Wandell, 2008). Cortical magnification and pRF tuning width changed with eccentricity at all ages, as expected. However, there were no significant age differences in pRF size, shape, cortical magnification, or map consistency in any visual region. These findings thus strongly suggest that spatial vision in late childhood is not substantially limited by the spatial tuning of neuronal populations in early visual cortex. Instead, improvements in performance may reflect more efficient read-out of spatial information in early visual regions by higher-level processing stages, or prolonged tuning to more complex visual properties such as orientation. Importantly, this in-depth characterisation of the pRF tuning profiles across childhood, paves the way for in-vivo-testing of atypical visual cortex development and plasticity.
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Affiliation(s)
- T M Dekker
- Institute of Ophthalmology, University College London, UK; Experimental Psychology, University College London, UK.
| | - D S Schwarzkopf
- Experimental Psychology, University College London, UK; School of Optometry & Vision Science, University of Auckland, New Zealand
| | - B de Haas
- Department of Psychology, Justus-Liebig-Universitat, Giessen, Germany
| | - M Nardini
- Department of Psychology, Durham University, UK
| | - M I Sereno
- Dept. of Psychology, San Diego State University, USA
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Lotti M, Brocca S, Mangiagalli M, Pischedda A, Orlando M, Maione S, De Pascale D, Pucciarelli S, Nardini M, Braslavsky I. Enzymes and ice binding proteins from Antarctic organisms. N Biotechnol 2018. [DOI: 10.1016/j.nbt.2018.05.091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Garcia S, Petrini K, da Cruz L, Rubin G, Nardini M. Cue combination with a new sensory signal: multisensory processing in blind patients with a retinal prosthesis. J Vis 2014. [DOI: 10.1167/14.10.1132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Petrini K, Caradonna A, Foster C, Burgess N, Nardini M. The visual influence on path reproduction in darkness is stronger during childhood. J Vis 2014. [DOI: 10.1167/14.10.1345] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Nardini M, Begus K, Mareschal D. Miscalibration of depth cues in the developing visual system. J Vis 2014. [DOI: 10.1167/14.10.136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Nardini M. Computation and Learning in Visual Development. Iperception 2014. [DOI: 10.1068/ii33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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van der Velde B, Dekker T, Aisbitt G, Nardini M. Individual Differences in the Development of Depth Cue Combination. J Vis 2013. [DOI: 10.1167/13.9.1186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Burton E, Wattam-Bell J, Nishiguchi K, Sundaram V, Aboshiha J, Webster A, Moore A, Michaelides M, Nardini M. Cortical visual processing in patients with congenital achromatopsia: coherent form, motion and biological motion perception. J Vis 2013. [DOI: 10.1167/13.9.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Nardini M, Petrini K, Chiu HT, Foster C. Development of spatial orientation and path integration in immersive virtual reality. J Vis 2013. [DOI: 10.1167/13.9.959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Ripamonti C, Kalwarowsky S, Nardini M. A novel colour discrimination test suitable for low vision observers. J Vis 2013. [DOI: 10.1167/13.9.1023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Petrini K, Denis G, Love S, Nardini M. The face and voice of multisensory integration: prior knowledge affects multisensory integration from early childhood. J Vis 2013. [DOI: 10.1167/13.9.616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Piazzon A, Vrhovsek U, Masuero D, Mattivi F, Mandoj F, Nardini M. Antioxidant activity of phenolic acids and their metabolites: synthesis and antioxidant properties of the sulfate derivatives of ferulic and caffeic acids and of the acyl glucuronide of ferulic acid. J Agric Food Chem 2012; 60:12312-23. [PMID: 23157164 DOI: 10.1021/jf304076z] [Citation(s) in RCA: 125] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The main metabolites of caffeic and ferulic acids (ferulic acid-4'-O-sulfate, caffeic acid-4'-O-sulfate, and caffeic acid-3'-O-sulfate), the most representative phenolic acids in fruits and vegetables, and the acyl glucuronide of ferulic acid were synthesized, purified, and tested for their antioxidant activity in comparison with those of their parent compounds and other related phenolics. Both the ferric reducing antioxidant power (FRAP) assay and the 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) radical scavenging method were used. Ferulic acid-4'-O-sulfate and ferulic acid-4'-O-glucuronide exhibited very low antioxidant activity, while the monosulfate derivatives of caffeic acid were 4-fold less efficient as the antioxidant than caffeic acid. The acyl glucuronide of ferulic acid showed strong antioxidant action. The antioxidant activity of caffeic acid-3'-O-glucuronide and caffeic acid-4'-O-glucuronide was also studied. Our results demonstrate that some of the products of phenolic acid metabolism still retain strong antioxidant properties. Moreover, we first demonstrate the ex vivo synthesis of the acyl glucuronide of ferulic acid by mouse liver microsomes, in addition to the phenyl glucuronide.
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Affiliation(s)
- A Piazzon
- Agricultural Research Council, Rome, Italy
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Burton E, Wattam-Bell J, Nardini M. The impact of optical blur on cortical responses to global form and motion. J Vis 2012. [DOI: 10.1167/12.9.754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Petrini K, Smith L, Nardini M. Hearing where the eyes see: influence of an uninformative visual cue on sound localisation in adults and children. J Vis 2012. [DOI: 10.1167/12.9.1030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Dekker T, Cheung E, Nardini M. The development of visuomotor decision making under risk. J Vis 2012. [DOI: 10.1167/12.9.1116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Corti S, Nizzardo M, Simone C, Falcone M, Nardini M, Ronchi D, Donadoni C, Salani S, Riboldi G, Menozzi G, Bonaglia C, Magri F, Bresolin N, Comi G. Gene Corrected Spinal Muscular Atrophy-Induced Pluripotent Stem Cells and Motoneuron as a Model and Cell Source for Transplantation (IN8-2.002). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.in8-2.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Corti S, Nizzardo M, Simone C, Falcone M, Nardini M, Ronchi D, Donadoni C, Salani S, Riboldi G, Menozzi G, Bonaglia C, Magri F, Bresolin N, Comi G. Gene Corrected Spinal Muscular Atrophy-Induced Pluripotent Stem Cells and Motoneuron as a Model and Cell Source for Transplantation (P03.176). Neurology 2012. [DOI: 10.1212/wnl.78.1_meetingabstracts.p03.176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Corti S, Magri F, Nizzardo M, Simone C, Falcone M, Salani S, Donadoni C, Nardini M, Riboldi G, Menozzi G, Bonaglia C, Rizzo F, Bresolin N, Comi G. P3.15 A model for motor neuron degeneration and treatment of Spinal Muscular Atrophy using human induced pluripotent stem cells. Neuromuscul Disord 2011. [DOI: 10.1016/j.nmd.2011.06.909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Nardini M, Bales J, Zughni S, Mareschal D. Differential development of audio-visual integration for saccadic eye movements and manual responses. J Vis 2011. [DOI: 10.1167/11.11.775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Bedford R, Pellicano E, Begus K, Mareschal D, Nardini M. Integration of disparity and texture cues to slant in adolescents with an autism spectrum disorder. J Vis 2011. [DOI: 10.1167/11.11.440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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50
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Thomas R, Mareschal D, Nardini M. The role of prior knowledge in development of visual-auditory integration. J Vis 2011. [DOI: 10.1167/11.11.801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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