Xuanfeng Ding

Dr. Xuanfeng Ding


Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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8 January 2019 in Radiation Oncology
Verified
Journal Article
Open access
PDF file
GLGang Liu
Gang Liu
FHFala Hu
Fala Hu
XDXuanfeng Ding
Xuanfeng Ding
XLXiaoqiang Li
Xiaoqiang Li
QSQihong Shao
Qihong Shao
HQHong Quan
Hong Quan
Due to the heterogeneity of patient’s individual respiratory motion pattern in lung stereotactic body radiotherapy (SBRT), treatment planning dose assessment using a traditional four-dimensional computed tomography (4DCT_traditional) images based on a uniform breathing curve may not represent the true treatment dose delivered to the patient. The purpose of this study was to evaluate the accumulated dose discrepancy between based on the 4DCT_traditional and true 4DCT (4DCT_true) that incorporated with the patient’s real entire breathing motion. The study also explored a novel 4D robust planning strategy to compensate for such heterogeneity respiratory motion uncertainties. Simulated and measured patient specific breathing curves were used to generate 4D targets motion CT images. Volumetric-modulated arc therapy (VMAT) was planned using two arcs. Accumulated dose was obtained by recalculating the plan dose on each individual phase image and then deformed the dose from each phase image to the reference image. The “4 D dose” (D4D) and “true dose” (Dtrue) were the accumulated dose based on the 4DCT_traditional and 4DCT_true respectively. The average worse case dose discrepancy ( $$ \overline{\Delta D} $$ ) between D4D and Dtrue in all treatment fraction was calculated to evaluate dosimetric /planning parameters and correlate them with the heterogeneity of respiratory-induced motion patterns. A novel 4D robust optimization strategy for VMAT (4D Ro-VMAT) based on the probability density function(pdf) of breathing curve was proposed to improve the target coverage in the presence of heterogeneity respiratory motion. The data were assessed with a paired t-tests. With increasing breathing amplitude from 5 to 20 mm, target $$ \overline{\Delta {D}_{99}} $$ , $$ \overline{\Delta {D}_{95}} $$ increased from 1.59,1.39 to 10.15%,8.66% respectively. When the standard deviation of breathing amplitude increased from 15 to 35% of the mean amplitude, $$ \overline{\Delta {D}_{99}} $$ , $$ \overline{\Delta {D}_{95}} $$ increased from 4.06,3.48 to 10.25%,6.63% respectively. The 4D Ro-VMAT plan significantly improve the target dose compared to VMAT plan. When the breathing curve amplitude is more than 10 mm and standard deviation of amplitude is higher than 25% of mean amplitude, special care is needed to choose an appropriated dose accumulation approach to evaluate lung SBRT plan target coverage robustness. The proposed 4D Ro_VMAT strategy based on the pdf of patient specific breathing curve could effectively compensate such uncertainties.

3 August 2017 in Acta Oncologica
Verified
Journal Article
Open access
XDXuanfeng Ding
Xuanfeng Ding
XLXiaoqiang Li
Xiaoqiang Li
AQAn Qin
An Qin
JZJun Zhou
Jun Zhou
DYDi Yan
Di Yan
PKPeyman Kabolizadeh
Peyman Kabolizadeh
(2018). Have we reached proton beam therapy dosimetric limitations? – A novel robust, delivery-efficient and continuous spot-scanning proton arc (SPArc) therapy is to improve the dosimetric outcome in treating prostate cancer. Acta Oncologica: Vol. 57, No. 3, pp. 435-437.

11 January 2019 in Acta Oncologica
Verified
Journal Article
Closed access
XDXuanfeng Ding
Xuanfeng Ding
JZJun Zhou
Jun Zhou
XLXiaoqiang Li
Xiaoqiang Li
KBKevin Blas
Kevin Blas
GLGang Liu
Gang Liu
PKPeyman Kabolizadeh
Peyman Kabolizadeh
This feasibility study shows that Spot-scanning Proton Arc therapy (SPArc) is able to significantly reduce the dose to the hippocampus and cochlea compared to both Volumetric Modulated Arc Photon Therapy (VMAT) and the robust optimized Intensity Modulated Proton Therapy (ro-IMPT) plans in whole brain radiotherapy. Furthermore, SPArc not only improves plan robustness but could potentially deliver a treatment as efficient as ro-IMPT when proton system’s energy layer switch time is less than 1 s. Purpose: Recently, there have been significant interests towards whole-brain radiotherapy (WBRT) with hippocampal and cochlea sparing. Herein, we present a novel robust, continuous and delivery-efficient spot-scanning proton arc therapy technique (SPArc) to improve such dosimetric outcome. Material and methods: Eight patients were selected for whole brain radiotherapy to evaluate the feasibility of using SPArc for hippocampal and cochlea sparing. Both SPArc and robust optimized Intensity Modulated Proton Therapy(ro-IMPT) plans were generated using the robust optimization of ±3.5% range and 3 mm setup uncertainties and were compared to the Volumetric Modulated Arc Therapy(VMAT). Root-mean-square deviation doses(RMSDs) Volume Histogram, or RVH, was used for proton plan robustness evaluation. Proton plan delivery time was calculated based on a using full gantry rotation with 1 RPM, 2 ms spot switching time, minimum monitor unit per spot = 0.01, and simulate different proton system with energy-layer-switching-time(ELST) from 0.2 to 5 s. Results: SPArc plans showed significant dosimetric improvements in multiple dosimetric parameters. The mean dose to the hippocampus was reduced to 6.20 Gy [RBE] compared to VMAT 10.89 Gy [RBE] (p < .001) and ro-IMPT 9.38 Gy [RBE] (p < .001); D100% to the hippocampus was reduced to 4.50 Gy [RBE] compared to VMAT 9.16 Gy [RBE] (p = .001) and ro-IMPT 7.02 Gy [RBE] (p = .002); cochlear mean dose was reduced to 7.75 Gy [RBE] compared to VMAT 11.52 Gy [RBE] (p = .018) and ro-IMPT 10.15 Gy [RBE] (p = .037); and maximum dose was reduced to 33.84 Gy [RBE] compared to ro-IMPT 36.37 Gy [RBE]. RVH analysis shows SPArc is more robust in Organs-at-risk(OARs) sparing such as hippocampus, cochlea, lens, and eyes. The average total estimated treatment delivery time were 412 s, 627 s, and 1694 s using ELST of 0.2 s, 1 s, and 5 s for SPArc plans, respectively, compared with values of 547 s (p < .001), 626 s (p = .484), and 1025 s (p = .002) for ro-IMPT plans. Conclusion: SPArc could significantly reduce the dose delivered to the hippocampus and cochlea in patients being treated with WBRT. In addition, SPArc plans could potentially achieve similar or faster delivery time in modern proton machine with ELST of less than 1 s.

7 October 2020 in Radiation Oncology
Verified
Journal Article
Open access
PDF file
SCSheng Chang
Sheng Chang
GLGang Liu
Gang Liu
LZLewei Zhao
Lewei Zhao
JDJoshua T. Dilworth
Joshua T. Dilworth
WZWeili Zheng
Weili Zheng
XDXuanfeng Ding
Xuanfeng Ding
Background: This study investigated the feasibility and potential clinical benefit of utilizing a new proton treatment technique: Spot-scanning proton arc (SPArc) therapy for left-sided whole breast radiotherapy (WBRT) to further reduce radiation dose to healthy tissue and mitigate the probability of normal tissue complications compared to conventional intensity modulated proton therapy (IMPT). Methods: Eight patients diagnosed with left-sided breast cancer and treated with breast-preserving surgery followed by whole breast irradiation without regional nodal irradiation were included in this retrospective planning. Two proton treatment plans were generated for each patient: vertical intensity-modulated proton therapy used for clinical treatment (vIMPT, gantry angle 10°–30°) and SPArc for comparison purpose. Both SPArc and vIMPT plans were optimized using the robust optimization of ± 3.5% range and 5 mm setup uncertainties. Root-mean-square deviation dose (RMSD) volume histograms were used for plan robustness evaluation. All dosimetric results were evaluated based on dose-volume histograms (DVH), and the interplay effect was evaluated based on the accumulation of single-fraction 4D dynamic dose on CT50. The treatment beam delivery time was simulated based on a gantry rotation with energy-layer-switching-time (ELST) from 0.2 to 5 s. Results: The average D1 to the heart and LAD were reduced to 53.63 cGy and 82.25 cGy compared with vIMPT 110.38 cGy (p = 0.001) and 170.38 cGy (p = 0.001), respectively. The average V5Gy and V20Gy of ipsilateral lung was reduced to 16.77% and 3.07% compared to vIMPT 25.56% (p = 0.001) and 4.68% (p = 0.003). Skin3mm mean and maximum dose were reduced to 3999.38 cGy and 4395.63 cGy compared to vIMPT 4104.25 cGy (p = 0.039) and 4411.63 cGy (p = 0.043), respectively. A significant relative risk reduction (RNTCP = NTCPSPArc/NTCPvIMPT) for organs at risk (OARs) was obtained with SPArc ranging from 0.61 to 0.86 depending on the clinical endpoint. The RMSD volume histogram (RVH) analysis shows SPArc provided better plan robustness in OARs sparing, including the heart, LAD, ipsilateral lung, and skin. The average estimated treatment beam delivery times were comparable to vIMPT plans when the ELST is about 0.5 s. Conclusion: SPArc technique can further reduce dose delivered to OARs and the probability of normal tissue complications in patients treated for left-sided WBRT.

18 May 2020 in Acta Oncologica
Verified
Journal Article
Closed access
GLGang Liu
Gang Liu
XLXiaoqiang Li
Xiaoqiang Li
LZLewei Zhao
Lewei Zhao
WZWeili Zheng
Weili Zheng
AQAn Qin
An Qin
XDXuanfeng Ding
Xuanfeng Ding
Background: Spot-scanning proton arc therapy (SPArc) has been proposed to improve dosimetric outcome and to simplify treatment workflow. To efficiently deliver a SPArc plan, it’s crucial to minimize the number of energy layer switches (ELS) a sending because of the magnetic hysteresis effect. In this study, we introduced a new SPArc energy sequence optimization algorithm (SPArc_seq) to reduce ascended ELS and to investigate its impact on the beam delivery time (BDT). Method and materials: An iterative energy layer sorting and re-distribution mechanism following the direction of the gantry rotation was implemented in the original SPArc algorithm (SPArc_orig). Five disease sites, including prostate, lung, brain, head neck cancer (HNC) and breast cancer were selected to evaluate this new algorithm. Dose-volume histogram (DVH) and plan robustness were used to assess the plan quality for both SPArc_seq and SPArc_orig plans. The BDT evaluations were analyzed through two methods: 1. fixed gantry angle delivery (BDTfixed) and 2. An in-house dynamic arc scanning controller simulation which considered of gantry rotation speed, acceleration and deceleration (BDTarc). Results: With a similar total number of energy layers, SPArc_seq plans provided a similar nominal plan quality and plan robustness compared to SPArc_orig plans. SPArc_seq significantly reduced the number of ascended ELS by 83% (19 vs.115), 70% (16 vs. 64), 82% (19 vs. 104), 80% (19 vs. 94) and 70% (9 vs. 30), which effectively shortened the BDTfixed by 65% (386 vs. 1091 s), 61% (235 vs. 609 s), 64% (336 vs. 928 s), 48% (787 vs.1521 s) and 25% (384 vs. 511 s) and shortened BDTarc by 54% (522 vs.1128 s), 52% (310 vs.645 s), 53% (443 vs. 951 s), 49% (803 vs.1583 s) and 26% (398 vs. 534 s) in prostate, lung, brain, HNC and breast cancer, respectively. Conclusions: The SPArc_seq optimization algorithm could effectively reduce the BDT compared to the original SPArc algorithm. The improved efficiency of the SPArc_seq algorithm has the potential to increase patient throughput, thereby reducing the operation cost of proton therapy.

27 February 2021 in Acta Oncologica
Verified
Journal Article
Closed access
GLGang Liu
Gang Liu
XLXiaoqiang Li
Xiaoqiang Li
AQAn Qin
An Qin
Jun ZhouJun Zhou
Jun Zhou
WZWeili Zheng
Weili Zheng
XDXuanfeng Ding
Xuanfeng Ding
Many cancers result in metastasis in the spinal vertebrae, which can cause pain, neurological disability, and reduce quality of life [1,2]. To improve the local disease control and relieve symptoms...