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Kutyreff, Christopher J.

https://orcid.org/0000-0003-1693-2729

Mayo Clinic

St. Jude Children's Research Hospital

Citations 4

Dosimetric Advantage of Scanning Beam Proton Therapy in Gynecologic Patients Receiving Adjuvant Radiotherapy
Ger, Rachel , Lentz, Jarrod M. , Vora, Sujay A., Bues, Martin , Morales, Danairis Hernandez, Anderson, Justin D. , Kutyreff, Christopher J. , Schulz, Christie A., Lara, Pedro R., Ridgway, Ana K., Lemish, Pamela R., Gagneur, Justin D., Ger, Rachel B , Bues, Martin , Kutyreff, Christopher J , Anand, Aman, Niedzielski, Joshua S. , Schulz, Christie A., Lara, Pedro R., Anand, Aman Raj

Cancers | June 17, 2025 | Volume: 17 | Issue: 12 | Pages: 2010

10.3390/cancers17122010 Get It

Background/Objectives: Adjuvant radiation for gynecologic malignancies often exposes organs at risk (OARs), such as the bone marrow, bowel, rectum, and bladder, to radiation, leading to toxicities that impact treatment tolerance and patient quality of life. Scanning proton beam therapy, particularly with Individual Field Simultaneous Optimization (IFSO), may offer dosimetric and biological advantages over volumetric modulated arc therapy (VMAT). This study evaluates the clinical impact of IFSO-based proton planning in post-operative gynecologic cancer patients. Materials and Methods: Fourteen patients receiving adjuvant proton therapy to 45 Gy in 25 fractions were retrospectively analyzed. Comparison VMAT plans were generated on the same datasets. Dose–volume metrics for key OARs and normal tissue complication probabilities (NTCPs) were compared using paired statistical tests. Robustness evaluations accounted for setup and range uncertainties. Results: Proton plans significantly reduced dose to bone marrow (V10Gy: 58% vs. 86%, p < 0.00001; V20Gy: 47% vs. 58%, p < 0.00001), small bowel (V20Gy: 21% vs. 56%, p < 0.00001), and femoral heads (left femoral head mean: 11Gy vs. 13Gy, p = 0.032; right femoral head mean: 11Gy vs. 13Gy, p = 0.022). NTCP modeling predicted significantly lower rates of bowel urgency (9.4% vs. 3.3%, p < 0.001) and hematologic toxicity (10.2% vs. 4.9%, p < 0.001) with proton therapy. Plans remained robust across uncertainty scenarios. Conclusions: IFSO-based scanning proton therapy provides clinically meaningful sparing of bone marrow and bowel, with the potential to reduce hematologic and gastrointestinal toxicities. These findings support its use in patients receiving adjuvant pelvic radiotherapy, particularly those undergoing extended field treatment or chemotherapy.
Development of an automated CBCT‐based simulation‐free platform for expedited palliative radiotherapy on a conventional linear accelerator
Tegtmeier, Riley C. , Clouser, Edward , Chen, Quan , Buckey, C, Chungbin, Suzanne J., Kutyreff, Christopher J. , Labbe, Amber L., Horning, Brooke L., Rule, William G., Vora, Sujay A., Chen, Quan , Clouser, Edward L, Buckey, Courtney R, Aguilar, Jose S, Rong, Yi , Kutyreff, Christopher J , Clouser, Edward Lee , Aguilar, Jose S., Labbe, Amber L., Rong, Yi

Journal of Applied Clinical Medical Physics | December 23, 2024 | Volume: 26 | Issue: 4 | Pages: No page available

10.1002/acm2.14612 Get It

AbstractBackgroundConventional approaches for emergent or expedited palliative radiotherapy (RT) involve the application of cumbersome vendor‐provided solutions and/or multiple patient appointments to complete the RT workflow within a compressed timeframe.PurposeThis report delineates the clinical development of an in‐house, semi‐automated Cone‐beam computed tomography (CBCT)‐based simulation‐free platform for expedited palliative RT on conventional linacs, intended to supplant existing techniques employed at this institution.MethodsThe internal software, termed SimFree Wizard (SFW), was engineered utilizing a C#‐based application programming interface integrated within the treatment planning system (TPS). Generated scripts were compiled as stand‐alone executables, with a graphical user interface (GUI) customized via an integrated development environment. The platform was conceived as a framework for accelerated CBCT‐based RT, bypassing the requirement for standard simulation imaging. SFW employs full automation where feasible to minimize user intervention, supplemented by graphical instructions for tasks requiring manual execution. During development, relevant temporal metrics from 10 end‐to‐end tests for palliative spine RT were quantified. User feedback was solicited via a simple questionnaire assessing the overall platform usability. Automated in‐house secondary verification software was developed for validation of the TPS‐calculated monitor units (MUs).ResultsThe mean duration for workflow execution was 41:42 ± 3:18 [mm:ss] (range ∼37–46 min). SFW satisfactorily generated simple, multi‐field CBCT‐based 3D treatment plans within seconds following delineation of the desired treatment area. User feedback indicated enhanced usability compared to previously employed solutions. Validation of the secondary verification software demonstrated accurate results for palliative spine RT and other simple cases wherein the dose calculation point resides in a predominantly homogenous medium.ConclusionA novel in‐house solution for expedited CBCT‐based RT was successfully developed, facilitating completion of the entire workflow within approximately 1‐hour or less for simple palliative/emergent scenarios. Overall, this application is expected to improve the quality and safety of palliative RT while greatly reducing workflow duration, thereby improving access to palliative care.
Evaluation of knowledge‐based planning models for male pelvic CBCT‐based online adaptive radiotherapy on conventional linear accelerators
Tegtmeier, Riley C. , Clouser, Edward , Toesca, Diego A.S. , Flakus, Mattison J. , Bashir, Sara, Kutyreff, Christopher J. , Hobbis, Dean , Harrington, Daniel P. , Smetanick, Jennifer L., Yu, Nathan Y. , Vargas, Carlos , James, Sarah E. , Rwigema, Jean‐Claude M. , Clouser, Edward L, Laughlin, Brady S. , Santos Toesca, Diego A, Hobbis, Dean , Rong, Yi , Kutyreff, Christopher J , Clouser, Edward Lee , Rong, Yi

Journal of Applied Clinical Medical Physics | July 20, 2024 | Volume: 25 | Issue: 9 | Pages: No page available

10.1002/acm2.14464 Get It

AbstractPurposeTo assess the practicality of employing a commercial knowledge‐based planning tool (RapidPlan) to generate adapted intact prostate and prostate bed volumetric modulated arc therapy (VMAT) plans on iterative cone‐beam computed tomography (iCBCT) datasets.Methods and materialsIntact prostate and prostate bed RapidPlan models were trained utilizing planning data from 50 and 44 clinical cases, respectively. To ensure that refined models were capable of producing adequate clinical plans with a single optimization, models were tested with 50 clinical planning CT datasets by comparing dose‐volume histogram (DVH) and plan quality metric (PQM) values between clinical and RapidPlan‐generated plans. The RapidPlan tool was then used to retrospectively generate adapted VMAT plans on daily iCBCT images for 20 intact prostate and 15 prostate bed cases. As before, DVH and PQM metrics were utilized to dosimetrically compare scheduled (iCBCT Verify) and adapted (iCBCT RapidPlan) plans. Timing data was collected to further evaluate the feasibility of integrating this approach within an online adaptive radiotherapy workflow.ResultsModel testing results confirmed the models were capable of producing VMAT plans within a single optimization that were overall improved upon or dosimetrically comparable to original clinical plans. Direct application of RapidPlan on iCBCT datasets produced satisfactory intact prostate and prostate bed plans with generally improved target volume coverage/conformality and rectal sparing relative to iCBCT Verify plans as indicated by DVH values, though bladder metrics were marginally increased on average. Average PQM values for iCBCT RapidPlans were significantly improved compared to iCBCT Verify plans. The average time required [in mm:ss] to generate adapted plans was 06:09 ± 02:06 (intact) and 07:12 ± 01:04 (bed).ConclusionThis study demonstrated the feasibility of leveraging RapidPlan to expeditiously generate adapted VMAT intact prostate and prostate bed plans on iCBCT datasets. In general, adapted plans were dosimetrically improved relative to scheduled plans, emphasizing the practicality of the proposed approach.
Dosimetric comparison between proton beam therapy, intensity modulated radiation therapy, and 3D conformal therapy for soft tissue extremity sarcoma
Golafshar, Michael A. , Prince, Matthew, Kutyreff, Christopher J. , Gross, Tamara Z. Vern, Haddock, Michael G. , Petersen, Ivy A. , Ashman, Jonathan B. , Laughlin, Brady S. , Ahmed, Safia K. , Vern Gross, Tamara Z, Haddock, Michael, Petersen, Ivy, Golafshar, Michael , Kutyreff, Christopher J , Prince, Matthew, Liu, Wei , DeWees, T.A.

Acta Oncologica | May 8, 2023 | Volume: 62 | Issue: 5 | Pages: 473-479

10.1080/0284186x.2023.2209267 Get It