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Rule, William G.

Mayo Clinic

Mayo Clinic

Citations 34

Implementation of Health Systems Science Curriculum in Radiation Oncology Resident Education
Laughlin, Brady S. , Rule, William G., Thorn, Patti, Johnson, C. Dan, McGee, L.A. , McGee, Lisa A , Laughlin, Brady S , Rule, William G.

Journal of Medical Education and Curricular Development | August 10, 2026 | Volume: 13 | Issue: No issue available | Pages: No page available

10.1177/23821205261478407 Get It

Healthcare Systems Science (HSS) is an important part of medical education because it helps physicians understand how healthcare systems work and how to improve them. However, it is not commonly included in graduate medical training. This manuscript describes the creation and use of a radiation oncology (RO) HSS curriculum that was built with medical school faculty and adapted to the needs of residents in our residency program. The curriculum included sixteen sessions over ten months and covered six domains: person centered care, population centered care, team-based care, high value care, leadership, and health policy economics and technology. Each session included a short lecture and a case discussion on topics such as financial toxicity, telemedicine, workflow improvement, burnout, health equity, and billing. The curriculum was used successfully with regular participation from residents and faculty, showing that it can fit into an existing residency schedule. Residents completed pre- and post-intervention surveys assessing understanding, consideration, confidence, and satisfaction related to HSS domains using 5-point Likert-scale items. Among residents with paired survey data, scores for understanding of HSS, incorporation of HSS into care planning, confidence applying HSS principles, and satisfaction with HSS integration all improved following curriculum completion. This experience shows that adding HSS to RO residency training is practical and useful, and it may also be a helpful model for other residency programs.
Implementation of the REFLECT Communication Curriculum for Clinical Oncology Graduate Medical Education
Vern-Gross, T.Z., Laughlin, Brady, Kough, Katherine, Rule, William G., Patel, Samir H. , Ashman, Jonathan B. , Vern-Gross, Tamara Z, Laughlin, Brady S. , Langley, Natalie, Ernst, Brenda , Langley, Natalie R.

Journal of Palliative Medicine | January 12, 2026 | Volume: 27 | Issue: 2 | Pages: 231-235

10.1089/jpm.2023.0316 Get It

Mental Health Diagnoses in Patients With Mycosis Fungoides and Potential Impact on Oncologic Outcomes
Howell, Jackson Neal , Mark, Bayarmaa , Wada, David A., Bowling, Marianne, Wei, Mei , Lloyd, Shane , Gaffney, David K. , Maity, Amit , LaRiviere, Michael J. , Rule, William G., Grant, Jonathan D., Deshmukh, Vikrant , Date, Ankita , Hashibe, Mia, Howell, Jackson N , Lloyd, Shane L , Tao, Randa , Newman, Michael

Cancer Medicine | March 11, 2025 | Volume: 14 | Issue: 5 | Pages: No page available

10.1002/cam4.70577 Get It

ABSTRACTBackgroundWe investigated mental health diagnoses (MHDs) in mycosis fungoides (MF) patients compared to the general population, evaluated risk factors, and studied survival outcomes in a large population database.MethodsMF patients from the Utah Cancer Registry diagnosed from 2001 to 2014 were matched with up to five general population individuals from the Utah Population Database. MHDs were retrospectively tracked in both populations (median follow‐up = 6.67 years). Risk factors for new MHDs among MF patients were studied using the Cox proportional hazards model. Overall survival (OS) and disease‐specific survival (DSS) were assessed using Kaplan–Meier analysis.ResultsThe incidence of anxiety disorders (HR = 1.99, 95% CI [1.16, 3.42]) and delirium/dementia disorders (HR = 2.43, 95% CI [1.05, 5.63]) was higher among MF patients than the matched general population. Among MF patients, Charlson Comorbidity Index (CCI) ≥ 2 and BMI < 18 kg/m2 were risk factors for new anxiety disorders. Radiation therapy, CCI ≥ 2, and female gender were risk factors for new delirium/dementia disorders. The 15‐year OS was worse for MF patients with versus without an MHD (36% vs. 81%, HR 2.62, 95%CI [1.24, 5.65]). The 15‐year DSS also worsened for MF patients with versus without an MHD (63% vs. 97%, HR 6.55, 95%CI [1.64, 26.2]).ConclusionsMF patients developed anxiety and delirium/dementia disorders at rates above the general population, and MHDs correlated with worse DSS and OS. Careful mental health monitoring may be an actionable step towards improving health‐related quality of life in this population.
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.
Time structures of proton pencil beam scanning delivery on a microsecond scale measured with a pixelated semiconductor detector Timepix3
Ding, Xuanfeng , Liang, Xiaoying , Oancea, Cristina , Wang, Peilong, Rule, William G., Liu, Wei , Shen, Jiajian , Liang, Xiaoying , Liu, Wei , Shen, Jiajian , Charyyev, Serdar , Wang, Peilong, Bues, Martin , Lin, Liyong

Journal of Applied Clinical Medical Physics | August 13, 2024 | Volume: 25 | Issue: 9 | Pages: No page available

10.1002/acm2.14486 Get It

AbstractPurposeThe time structures of proton spot delivery in proton pencil beam scanning (PBS) radiation therapy are essential in many clinical applications. This study aims to characterize the time structures of proton PBS delivered by both synchrotron and synchrocyclotron accelerators using a non‐invasive technique based on scattered particle tracking.MethodsA pixelated semiconductor detector, AdvaPIX‐Timepix3, with a temporal resolution of 1.56 ns, was employed to measure time of arrival of secondary particles generated by a proton beam. The detector was placed laterally to the high‐flux area of the beam in order to allow for single particle detection and not interfere with the treatment. The detector recorded counts of radiation events, their deposited energy and the timestamp associated with the single events. Individual recorded events and their temporal characteristics were used to analyze beam time structures, including energy layer switch time, magnet switch time, spot switch time, and the scanning speeds in the x and y directions. All the measurements were repeated 30 times on three dates, reducing statistical uncertainty.ResultsThe uncertainty of the measured energy layer switch times, magnet switch time, and the spot switch time were all within 1% of average values. The scanning speeds uncertainties were within 1.5% and are more precise than previously reported results. The measurements also revealed continuous sub‐milliseconds proton spills at a low dose rate for the synchrotron accelerator and radiofrequency pulses at 7 µs and 1 ms repetition time for the synchrocyclotron accelerator.ConclusionThe AdvaPIX‐Timepix3 detector can be used to directly measure and monitor time structures on microseconds scale of the PBS proton beam delivery. This method yielded results with high precision and is completely independent of the machine log files.
Outcomes of patients with R/R B-cell NHL and limited (
Saifi, Omran , Breen, William G. , Rule, William G., Stish, Bradley J. , Bansal, Radhika , Hathcock, Matthew , Johnston, Patrick B. , Ansell, Stephen M. , Khurana, Arushi , Ayala, Ernesto , Kharfan‐Dabaja, Mohamed A. , Peterson, Jennifer , Lester, Scott C. , Bansal, Radhika , Paludo, Jonas , Villasboas, Jose Caetano , Wang, Yucai , Moustafa, Muhamad Alhaj , Murthy, Hemant S , Kharfan-Dabaja, Mohamed A , Hoppe, Bradford S , Peterson, Jennifer L , Rosenthal, Allison , Muñoz, Javier , Lin, Yi , Paludo, Jonas , Villasboas, José C. , Wang, Yucai , Iqbal, Madiha , Moustafa, Muhamad Alhaj , Murthy, Hemant S. , Hoppe, Bradford S.

Blood Advances | July 19, 2024 | Volume: 8 | Issue: 18 | Pages: 4877-4885

10.1182/bloodadvances.2024013647 Get It

Abstract Unirradiated patients with relapsed/refractory (R/R) B-cell non-Hodgkin lymphoma (NHL) who undergo anti-CD19 chimeric antigen receptor T-cell therapy (CART) have a predominant localized pattern of relapse, the significance of which is heightened in individuals with limited/localized disease before CART. This study reports on the outcomes of patients with R/R NHL and limited (&lt;5 involved sites) disease bridged with or without radiotherapy. A multicenter retrospective review of 150 patients with R/R NHL who received CART with &lt;5 disease sites before leukapheresis was performed. Bridging treatment, if any, was administered between leukapheresis and CART infusion. Study end points included relapse-free survival (RFS), event-free survival (EFS), and overall survival. Before CART infusion, 48 patients (32%) received bridging radiotherapy (BRT), and 102 (68%) did not. The median follow-up was 21 months. After CART infusion, BRT patients had higher objective response (92% vs 78%; P = .046) and sustained complete response rates (54% vs 33%; P = .015). Local relapse in sites present before CART was lower in the BRT group (21% vs 46%; P = .003). BRT patients had improved 2-year RFS (53% vs 44%; P = .023) and 2-year EFS (37% vs 34%; P = .039) compared with patients who did not receive BRT. The impact of BRT was most prominent in patients who had ≤2 pre-CART involved disease sites, with 2-year RFS of 62% in patients who received BRT compared with 42% in those who did not (P = .002). BRT before CART for patients with limited (&lt;5 involved disease sites) R/R NHL improves response rate, local control, RFS, and EFS without causing significant toxicities.
Comprehensive Bridging Radiotherapy for Limited Pre-CART Non-Hodgkin Lymphoma
Breen, William G. , Rule, William G., Lin, Yi , Munoz, Javier, Kharfan‐Dabaja, Mohamed A. , Peterson, Jennifer , Saifi, Omran , Munoz, Javier

JAMA Oncology | May 9, 2024 | Volume: 10 | Issue: 7 | Pages: 979

10.1001/jamaoncol.2024.1113 Get It

This cohort study examines the role of comprehensive bridging radiotherapy in the setting of chimeric antigen receptor T-cell therapy for non-Hodgkin lymphoma.
Patterns of progression after immune checkpoint inhibitors for Hodgkin lymphoma: implications for radiation therapy
Burlile, Jessica F. , Frechette, K.M., Breen, William G. , Hwang, Steven R. , Nedved, Adrienne, Harmsen, William S. , Pulsipher, Sydney , Witzig, Thomas E. , Micallef, Ivana N. , Thanarajasingam, Gita , Johnston, Patrick B. , Inwards, David J. , Peterson, Jennifer , Stish, Bradley J. , Rule, William G., Ansell, Stephen M. , Witzig, T.E. , Frechette, Kelsey M, Higgins, Alexandra S, Nedved, Adrienne N, Pulsipher, Sydney D , Hoppe, Bradford S , Bennani, N Nora , Peterson, Jennifer L , Lester, Scott C. , Burlile, Jessica , Hwang, Steven R , Higgins, Alexandra , Hoppe, Bradford S. , Habermann, Thomas M. , Bennani, N. Nora

Blood Advances | January 11, 2024 | Volume: 8 | Issue: 5 | Pages: 1250-1257

10.1182/bloodadvances.2023011533 Get It

Abstract Immune checkpoint inhibitors (ICIs) have demonstrated remarkable response rates in relapsed or refractory Hodgkin lymphoma (HL). Still, most patients eventually progress. Patterns of progression after ICIs are not well described and are essential to defining the role of local therapies in combination with ICIs. We identified patients who received ICIs for HL between 2013 and 2022. Fludeoxyglucose-18 positron emission tomography (FDG-PET) before initiating ICI and at progression on/after ICI were reviewed, and areas of active HL were recorded. An exploratory analysis of treatable progression included patients with ≤5 sites of disease on pre-ICI FDG-PET and progression only at pre-ICI sites. Ninety patients were identified; 69 had complete records, and of these, 32 (52%) had relapsed at ICI initiation, 17 (25%) were refractory, and 16 (23%) received ICI as first-line therapy. Forty-five of 69 patients had ≤5 sites of disease (limited) on pre-ICI FDG-PET. Patients with &gt;5 sites of disease had a higher risk of progression, and every site of disease &gt;5 sites conferred an additional 1.2x higher chance of progression. At a median follow-up of 4.0 years, 41 of 69 patients had progressed on/after ICIs (cumulative incidence 66.4%), and of these, 22 of 41 patients progressed only at pre-ICI sites (cumulative incidence 39.4%). In an exploratory analysis, the cumulative incidence of a treatable progression among 45 patients with limited disease was 34%. The cumulative incidence of any progression among this cohort was 58.9%. More than one-third of patients with limited disease before ICIs experienced progression only at pre-ICI sites of disease. These patients could be candidates for radiation during or after ICIs.
Clinical evaluation of fitness to drive in patients with brain metastases (P6.151)
Sánchez, Cristina Valencia, Gorelkin, Vanessa C, Vora, Sujay A., Ashman, Jonathan B. , Daniels, T.B., Halyard, Michele Y. , Rule, William G., Mrugala, Maciej , Porter, Alyx B. , Schild, Steven E. , Sharma, Akanksha

Neurology | December 7, 2023 | Volume: 90 | Issue: 15_supplement | Pages: No page available

10.1212/wnl.90.15_supplement.p6.151 Get It

Bridging Radiotherapy for Patients with Limited (
Breen, William G. , Rule, William G., Stish, Bradley J. , Johnston, Patrick B. , Ansell, Stephen M. , Khurana, Arushi , Ayala, Ernesto , Kharfan‐Dabaja, Mohamed A. , Peterson, Jennifer , Saifi, Omran , Lester, Scott C. , Rosenthal, Allison , Muñoz, Javier , Lin, Yi , Paludo, Jonas , Villasboas, José C. , Wang, Yucai , Iqbal, Madiha , Moustafa, Muhamad Alhaj , Murthy, Hemant S. , Hoppe, Bradford S.

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 2127-2127

10.1182/blood-2023-186806 Get It

Purpose The predominant pattern of relapse for patients with B-cell non-Hodgkin lymphoma (NHL) who undergo anti-CD19 Chimeric Antigen Receptor T-cell Therapy (CART) involves sites previously involved by NHL. Bridging radiotherapy (BRT) has shown to be an effective bridging treatment with excellent local control rates. Our previous work defined limited/oligometastatic lymphoma as disease involving &lt;5 sites. This study is the first to report on the role of BRT for patients with limited (&lt;5 involved sites) disease prior to CART. Methods Following Institutional Review Board approval, a retrospective review from 2018 to 2023 across 3 Mayo Clinic sites (Arizona, Florida, and Minnesota) was performed and identified 139 patients with relapsed/refractory (r/r) B-cell NHL without bone marrow involvement who received CART and had &lt;5 disease sites prior to leukapheresis. Ann Arbor staging was used to define the number of involved disease sites. An involved disease site included the Ann Arbor anatomical lymph node region(s) harboring the pathological lymph node(s) or any extranodal lesion. Bridging treatment (radiation and/or systemic therapy) was defined as treatment administered between leukapheresis and CART infusion. The primary endpoint was event-free survival (EFS),defined from CART infusion to any disease progression or initiation of post-CART consolidative/salvage therapy. Secondary endpoints included progression -free survival (PFS),defined from CART infusion to any disease progression, and overall survival (OS), defined from CART infusion to death. Results Prior to CART infusion, 44 (32%) patients received BRT and 95 (68%) did not. Bridging systemic therapy was given to 5 (11%) and 34 (36%) patients in the BRT and no BRT groups, respectively (p=0.003). The median number of involved disease sites prior to leukapheresis was 2 (range: 1-4). There was no significant difference in the baseline characteristics prior to CART infusion between the BRT and no BRT groups, except for extranodal involvement that was more common in the BRT group (Table 1). The median equivalent 2 Gy dose was 27 Gy (Interquartile range 23-34), and the most common BRT regimen was 20 Gy in 5 fractions. Among the 44 BRT patients, 34 received radiation to all visible PET-avid disease sites, and 10 received radiation to some but not all disease sites. The median follow-up was 20 months. The rate of grade ≥2 cytokine release syndrome was 41% in both groups (p=0.99). The rate of grade ≥2 immune effector cell-associated neurotoxicity syndrome was 21% and 37% in the BRT and no BRT groups, respectively (p=0.059). There were no observed grade ≥3 BRT-related toxicities. Objective response rate by PET 5 point scale was higher in the BRT group (93% versus 79%; p=0.036). Crude rates of progression were 30% in BRT and 55% in no BRT patients, with 9/13 (69%) and 43/52 (83%) patients relapsing in pre-existing sites of disease present prior to CART infusion in the BRT and no BRT group, respectively. Seven (16%) BRT patients relapsed in the radiation field. The 2-year EFS was 50% in the BRT group and 39% in the no BRT group (p=0.01). The 2-year PFS was 55% in the BRT group and 45% in the no BRT group (p=0.017). The 2-year OS was 55% in the BRT group and 62% in the no BRT group (p=0.7). Intriguingly, patients who received BRT to all visible PET-avid disease sites (n=34) had further improvement in 2-year EFS (67% vs 39%, p=0.003) and 2-year PFS (71% vs 46%, p=0.008) compared to no BRT or patients who received BRT to some but not all visible disease sites (n=105). Nine patients (2 in BRT and 7 in no BRT groups) received consolidative radiotherapy for day 30 residual disease with only one patient subsequently experiencing progression. Twenty-five patients (6 in BRT and 19 in no BRT groups) received salvage/palliative RT for post-CART relapsed disease. Thirty-seven (39%) patients in the no BRT group remained without disease progression and did not receive radiation in the bridging, consolidative or salvage/palliative setting. Conclusion Bridging radiotherapy prior to CART infusion for patients with limited (&lt;5 involved disease sites) r/r NHL appears to improve response rate, EFS, and PFS without causing significant toxicities. Approximately one third of patients who do not receive BRT will require subsequent post-CART radiation, and another third will remain free of radiation and disease progression.