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Zhang Y, Jiang Z, Zhang Y, Ren L. A review on 4D cone-beam CT (4D-CBCT) in radiation therapy: Technical advances and clinical applications. Med Phys 2024; 51:5164-5180. [PMID: 38922912 PMCID: PMC11321939 DOI: 10.1002/mp.17269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 03/05/2024] [Accepted: 06/01/2024] [Indexed: 06/28/2024] Open
Abstract
Cone-beam CT (CBCT) is the most commonly used onboard imaging technique for target localization in radiation therapy. Conventional 3D CBCT acquires x-ray cone-beam projections at multiple angles around the patient to reconstruct 3D images of the patient in the treatment room. However, despite its wide usage, 3D CBCT is limited in imaging disease sites affected by respiratory motions or other dynamic changes within the body, as it lacks time-resolved information. To overcome this limitation, 4D-CBCT was developed to incorporate a time dimension in the imaging to account for the patient's motion during the acquisitions. For example, respiration-correlated 4D-CBCT divides the breathing cycles into different phase bins and reconstructs 3D images for each phase bin, ultimately generating a complete set of 4D images. 4D-CBCT is valuable for localizing tumors in the thoracic and abdominal regions where the localization accuracy is affected by respiratory motions. This is especially important for hypofractionated stereotactic body radiation therapy (SBRT), which delivers much higher fractional doses in fewer fractions than conventional fractionated treatments. Nonetheless, 4D-CBCT does face certain limitations, including long scanning times, high imaging doses, and compromised image quality due to the necessity of acquiring sufficient x-ray projections for each respiratory phase. In order to address these challenges, numerous methods have been developed to achieve fast, low-dose, and high-quality 4D-CBCT. This paper aims to review the technical developments surrounding 4D-CBCT comprehensively. It will explore conventional algorithms and recent deep learning-based approaches, delving into their capabilities and limitations. Additionally, the paper will discuss the potential clinical applications of 4D-CBCT and outline a future roadmap, highlighting areas for further research and development. Through this exploration, the readers will better understand 4D-CBCT's capabilities and potential to enhance radiation therapy.
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Affiliation(s)
- Yawei Zhang
- University of Florida Proton Therapy Institute, Jacksonville, FL 32206, USA
- Department of Radiation Oncology, University of Florida College of Medicine, Gainesville, FL 32608, USA
| | - Zhuoran Jiang
- Medical Physics Graduate Program, Duke University, Durham, NC 27710, USA
| | - You Zhang
- Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - Lei Ren
- Department of Radiation Oncology, University of Maryland, Baltimore, MD 21201, USA
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Miki Y, Yamashita H, Nakajima J, Karasaki T, Kitano K, Katano A, Takenaka R, Ogita M, Sawayanagi S, Minamitani M, Jinnouchi H, Noyama T, Takeuchi K, Ishida A, Abe O. Retrospective comparison between definitive stereotactic body radiotherapy and radical surgery for 538 patients with early-stage non-small cell lung cancer in a single institution. J Cancer Res Ther 2023; 19:1350-1355. [PMID: 37787307 DOI: 10.4103/jcrt.jcrt_1873_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
Introduction Survival information for stereotactic body radiotherapy (SBRT) and surgery for stage I non-small cell lung cancer (NSCLC) was examined. Methods Stage I NSCLC patients who underwent surgery or SBRT between 2012 and 2016 were retrospectively enrolled in this single-institution study. Using the Kaplan--Meier method and Cox regression model, overall survival (OS) was estimated and compared. Results Among 538 enrolled patients, compared to the surgery group (443), the SBRT group (95) had more complications (P = 0.01), worse performance status (P = 0.001), and were older (P < 0.001). Three-year OS was 70.5% post SBRT and 90.1% postsurgery. The 3-year cancer-specific survival (CSS) and disease-free survival (DFS) post SBRT and postsurgery were 92.7% vs. 92.3% and 61.1% vs 79.3%, respectively. Three-year locoregional and distant control rates post SBRT and postsurgery were 85.6% vs. 90.1% and 82.5% vs. 86.4%, respectively. Multivariate analysis using the Cox model, including age, T-stage, CCI, and C/T ratio and treatment, showed the surgery group's OS to be significantly superior to that of the SBRT group (HR of SBRT per surgery: 1.90, 95%CI: 1.12-3.21, P = 0.017). No significant differences were observed in rates of adverse events. Conclusion Although OS was better in the surgery group, no differences in CSS existed. This analysis suggests the need for future studies that compare specific radical surgeries and SBRT in a prospective and randomized setting.
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Affiliation(s)
- Yosuke Miki
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Hideomi Yamashita
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Jun Nakajima
- Department of Thoracic Surgery, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Takahiro Karasaki
- Department of Thoracic Surgery, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Kentaro Kitano
- Department of Thoracic Surgery, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Atsuto Katano
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Ryousuke Takenaka
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Mami Ogita
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Subaru Sawayanagi
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Masanari Minamitani
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Haruka Jinnouchi
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Tomoyuki Noyama
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Kenta Takeuchi
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Aki Ishida
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Osamu Abe
- Department of Radiology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
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Aoki S, Yamashita H, Takahashi W, Nawa K, Ota T, Imae T, Ozaki S, Nozawa Y, Nakajima J, Sato M, Anraku M, Nitadori J, Karasaki T, Abe O, Nakagawa K. Salvage stereotactic body radiotherapy for post-operative oligo-recurrence of non-small cell lung cancer: A single-institution analysis of 59 patients. Oncol Lett 2020; 19:2695-2704. [PMID: 32218820 PMCID: PMC7068670 DOI: 10.3892/ol.2020.11407] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 11/14/2019] [Indexed: 12/11/2022] Open
Abstract
A standard treatment for patients with early-stage non-small cell lung cancer (NSCLC) who undergo surgery, and subsequently develop local failure or intrathoracic oligo-recurrence, has not yet been established. The present study aimed to assess the feasibility of stereotactic body radiotherapy (SBRT) for this subgroup of patients. Consequently, a retrospective analysis was conducted of patients with NSCLC recurrence who were treated with SBRT, and previously underwent curative surgical resection between October 2011 and October 2016. Post-SBRT survival [overall survival (OS); progression-free survival (PFS); and local control (LC)] and toxicity were analyzed. Prognostic factors for OS were identified using univariate and multivariate analysis. A total of 52 patients and 59 tumors were analyzed. The median follow-up time was 25 months (35 months for surviving patients), and median OS following salvage SBRT was 32 months. The 1- and 3-year OS rates were 84.4 and 67.8%, respectively. 1- and 3-year PFS rates were 80.8 and 58.7%, respectively. Only 4 patients (7.7%) developed local failure. Median LC was 71 months and 1- and 3-year LC rate were 97.9 and 94.9%, respectively. A total of 4 patients experienced grade 3 or higher adverse events (AEs) and two experienced grade 5 AEs (pneumonitis and hemoptysis). Central tumor location and the possibility of re-operation were independent prognostic factors for OS. The present study indicated that post-operative salvage SBRT is a promising therapeutic option for patients with NSCLC with locoregional or intrathoracic oligo-recurrence. We regard toxicity was also acceptable. However, further research is required on the appropriate selection of subjects, and stratification of the analysis by certain risk factors would increase the accuracy of the conclusions.
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Affiliation(s)
- Shuri Aoki
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Hideomi Yamashita
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Wataru Takahashi
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Kanabu Nawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Takeshi Ota
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Toshikazu Imae
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Sho Ozaki
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Yuki Nozawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Jun Nakajima
- Department of Thoracic Surgery, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Masaaki Sato
- Department of Thoracic Surgery, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Masaki Anraku
- Department of Thoracic Surgery, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Junichi Nitadori
- Department of Thoracic Surgery, University of Tokyo Hospital, Tokyo 113-8655, Japan.,Department of Thoracic Surgery, Tokyo Metropolitan Geriatric Hospital, Tokyo 173-0015, Japan
| | - Takahiro Karasaki
- Department of Thoracic Surgery, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Osamu Abe
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Keiichi Nakagawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
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Aoki S, Yamashita H, Haga A, Ota T, Takahashi W, Ozaki S, Nawa K, Imae T, Abe O, Nakagawa K. Stereotactic body radiotherapy for centrally-located lung tumors with 56 Gy in seven fractions: A retrospective study. Oncol Lett 2018; 16:4498-4506. [PMID: 30214585 PMCID: PMC6126178 DOI: 10.3892/ol.2018.9188] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Accepted: 07/03/2018] [Indexed: 12/25/2022] Open
Abstract
Stereotactic body radiotherapy (SBRT) for centrally-located lung tumors remains a challenge because of the increased risk of treatment-related adverse events (AEs), and uncertainty around prescribing the optimal dose. The present study reported the results of central tumor SBRT with 56 Gy in 7 fractions (fr) at the University of Tokyo Hospital. A total of 35 cases that underwent SBRT with or without volumetric-modulated arc therapy consisting of 56 Gy/7 fr for central lung lesions between 2010 and 2016 at the University of Tokyo Hospital were reveiwed. A central lesion was defined as a tumor within 2 cm of the proximal bronchial tree (RTOG 0236 definition) or within 2 cm in all directions of any critical mediastinal structure. Local control (LC), overall survival (OS), and AEs were investigated. The Kaplan-Meier method was used to estimate LC and OS. AEs were scored per the Common Terminology Criteria for Adverse Events Version 4.0. Thirty-five patients with 36 central lung lesions were included. Fifteen lesions were primary non-small cell lung cancer (NSCLC), 13 were recurrences of NSCLC, and 8 had oligo-recurrences from other primaries. Median tumor diameter was 29 mm. Eighteen patients had had prior surgery. At a median follow-up of 13.1 months for all patients and 18.3 months in surviving patients, 22 patients had died, ten due to primary disease (4 NSCLC), while three were treatment-related. The 1- and 2-year OS were 57.3 and 40.4%, respectively, and median OS was 15.7 months. Local recurrence occurred in only two lesions. 1- and 2-year LC rates were both 96%. Nine patients experienced grade ≥3 toxicity, representing 26% of the cohort. Two of these were grade 5, one pneumonitis and one hemoptysis. Considering the background of the subject, tumor control of our central SBRT is promising, especially in primary NSCLC. However, the safety of SBRT to central lung cancer remains controversial.
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Affiliation(s)
- Shuri Aoki
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Hideomi Yamashita
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Akihiro Haga
- Medical and Dentistry Laboratory, University of Tokushima, Tokushima 770-8501, Japan
| | - Takeshi Ota
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Wataru Takahashi
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Sho Ozaki
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Kanabu Nawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Toshikazu Imae
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Osamu Abe
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Keiichi Nakagawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
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Aoki S, Yamashita H, Haga A, Nawa K, Imae T, Takahashi W, Abe O, Nakagawa K. Flattening filter-free technique in volumetric modulated arc therapy for lung stereotactic body radiotherapy: A clinical comparison with the flattening filter technique. Oncol Lett 2018; 15:3928-3936. [PMID: 29563993 DOI: 10.3892/ol.2018.7809] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2017] [Accepted: 12/13/2017] [Indexed: 12/25/2022] Open
Abstract
The present study sought to evaluate the impact of the flattening filter-free (FFF) technique in volumetric modulated arc therapy for lung stereotactic body radiotherapy. Its clinical safety and availability were compared with the flattening filter (FF) method. The cases of 65 patients who underwent lung volumetric modulated arc therapy-stereotactic body radiotherapy (VMAT-SBRT) using FF or FFF techniques were reviewed. A total of 55 Gy/4 fractions (fr) was prescribed for peripheral lesions or 56 Gy/7 fr for central lesions. The total monitor units (MU), treatment time, dose to tumors, dose to organs at risk, tumor control (local control rate, overall survival, progression-free survival) and adverse events between cases treated with FF and cases treated with the FFF technique were compared. A total of 35 patients were treated with conventional FF techniques prior to November 2014 and 30 patients were treated with FFF techniques after this date. It was revealed that the beam-on time was significantly shortened by the FFF technique (P<0.01). Other factors were similar for FFF and FF plans in respect to conformity (P=0.95), homogeneity (P=0.20) and other dosimetric values, including total MU and planning target volume/internal target volume coverage. The median follow-up period was 18 months (range, 2-35). One-year local control rates were 97.1 and 90.0% in the FF group and FFF groups, respectively (P=0.33). Grade 3 pneumonitis was observed in 5.8% of FF patients and 3.4% of FFF patients (P=1.00). No other adverse events ≥grade 3 were observed. The results of the study suggest that VMAT-SBRT using the FFF technique shortens the treatment time for lung SBRT while maintaining a high local control rate with low toxicity.
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Affiliation(s)
- Shuri Aoki
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Hideomi Yamashita
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Akihiro Haga
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Kanabu Nawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Toshikazu Imae
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Wataru Takahashi
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Osamu Abe
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
| | - Keiichi Nakagawa
- Department of Radiology, University of Tokyo Hospital, Tokyo 113-8655, Japan
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de Figueiredo BH, Antoine M, Trouette R, Lagarde P, Petit A, Lamare F, Hatt M, Fernandez P. Use of FDG-PET to guide dose prescription heterogeneity in stereotactic body radiation therapy for lung cancers with volumetric modulated arc therapy: a feasibility study. Radiat Oncol 2014; 9:300. [PMID: 25534014 PMCID: PMC4300182 DOI: 10.1186/s13014-014-0300-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 12/14/2014] [Indexed: 11/23/2022] Open
Abstract
Background The aim of this study was to assess if FDG-PET could guide dose prescription heterogeneity and decrease arbitrary location of hotspots in SBRT. Methods For three patients with stage I lung cancer, a CT-simulation and a FDG-PET were registered to define respectively the PTVCT and the biological target volume (BTV). Two plans involving volumetric modulated arc therapy (VMAT) and simultaneous integrated boost (SIB) were calculated. The first plan delivered 4 × 12 Gy within the PTVCT and the second plan, with SIB, 4 × 12 Gy and 13.8 Gy (115% of the prescribed dose) within the PTVCT and the BTV respectively. The Dmax-PTVCT had to be inferior to 60 Gy (125% of the prescribed dose). Plans were evaluated through the D95%, D99% and Dmax-PTVCT, the D2 cm, the R50% and R100% and the dice similarity coefficient (DSC) between the isodose 115% and BTV. DSC allows verifying the location of the 115% isodose (ideal value = 1). Results The mean PTVCT and BTV were 36.7 (±12.5) and 6.5 (±2.2) cm3 respectively. Both plans led to similar target coverage, same doses to the OARs and equivalent fall-off of the dose outside the PTVCT. On the other hand, the location of hotspots, evaluated through the DSC, was improved for the SIB plans with a mean DSC of 0.31 and 0.45 for the first and the second plans respectively. Conclusions Use of PET to decrease arbitrary location of hotspots is feasible with VMAT and SIB for lung cancer.
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Shimohigashi Y, Araki F, Maruyama M, Nakaguchi Y, Nakato K, Nagasue N, Kai Y. Optimization of acquisition parameters and accuracy of target motion trajectory for four-dimensional cone-beam computed tomography with a dynamic thorax phantom. Radiol Phys Technol 2014; 8:97-106. [PMID: 25287015 DOI: 10.1007/s12194-014-0296-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Revised: 09/17/2014] [Accepted: 09/20/2014] [Indexed: 12/25/2022]
Abstract
Our purpose in this study was to evaluate the performance of four-dimensional computed tomography (4D-CBCT) and to optimize the acquisition parameters. We evaluated the relationship between the acquisition parameters of 4D-CBCT and the accuracy of the target motion trajectory using a dynamic thorax phantom. The target motion was created three dimensionally using target sizes of 2 and 3 cm, respiratory cycles of 4 and 8 s, and amplitudes of 1 and 2 cm. The 4D-CBCT data were acquired under two detector configurations: "small mode" and "medium mode". The projection data acquired with scan times ranging from 1 to 4 min were sorted into 2, 5, 10, and 15 phase bins. The accuracy of the measured target motion trajectories was evaluated by means of the root mean square error (RMSE) from the setup values. For the respiratory cycle of 4 s, the measured trajectories were within 2 mm of the setup values for all acquisition times and target sizes. Similarly, the errors for the respiratory cycle of 8 s were <4 mm. When we used 10 or more phase bins, the measured trajectory errors were within 2 mm of the setup values. The trajectory errors for the two detector configurations showed similar trends. The acquisition times for achieving an RMSE of 1 mm for target sizes of 2 and 3 cm were 2 and 1 min, respectively, for respiratory cycles of 4 s. The results obtained in this study enable optimization of the acquisition parameters for target size, respiratory cycle, and desired measurement accuracy.
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Affiliation(s)
- Yoshinobu Shimohigashi
- Department of Radiological Technology, Kumamoto University Hospital, 1-1-1 Honjyo, Kumamoto, Japan,
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