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35 citation(s) found for "Herman, Michael".

Designing a Collaborative Immersive Visualization System for Radiation Treatment Planning Teams
Tran, Kiet , Broske, Matthias , Herman, Michael G., Interrante, Victoria , Rosenberg, Evan Suma , Mundy, Daniel, Keefe, Daniel F. , Mundy, Daniel W.

Mayo Clinic

IEEE Transactions on Visualization and Computer Graphics | April 23, 2026 | Volume: 32 | Issue: 7 | Pages: 6712-6725

10.1109/tvcg.2026.3686821 | PMID 42024930 Get It

Enhancing proton therapy quality assurance with custom‐designed Octopoint phantom and Gafchromic film
Tang, Xueyan , Beltran, Chris , Furutani, Keith M. , Gilson, Glen, Gustafson, Jon M., Herman, Michael , Johnson, J. , Kruse, Jon J. , Long, Kenneth M., Mundy, Daniel W. , Remmes, Nicholas B. , Tasson, A , Whitaker, Todd , Matysiak, Witold, Tryggestad, E., Matysiak, W , Gilson, Graham S, Gustafson, Jon, Ito, Shima, Johnson, Jed E , Tasson, Alexandria , Whitaker, Thomas J , Tryggestad, Erik J, Beltran, Chris J , Furutani, Keith M , Matysiak, Witold P , Ito, Shima , Long, Kenneth M.

Mayo Clinic

Journal of Applied Clinical Medical Physics | July 14, 2025 | Volume: 26 | Issue: 7 | Pages: No page available

10.1002/acm2.70156 | PMID 40657664 Get It

Abstract Background Proton therapy offers precise tumor targeting while minimizing damage to surrounding healthy tissue, making it especially valuable for treating tumors near critical organs and in pediatric patients. However, its success depends on accurate beam delivery, requiring rigorous quality assurance (QA) to maintain treatment precision and effectiveness. Purpose This study aims to standardize the measurement of key aspects of proton therapy delivery, such as gantry and couch isocentricity, spot position accuracy, and spot size consistency. The goal is to enhance the delivery accuracy of proton therapy across various clinical settings, improving patient outcomes. Methods The QA framework uses the Octopoint phantom, Gafchromic film, and spot position monitor (SPM) log data to evaluate proton beam isocentricity, spot position, and spot size. The Octopoint phantom, made from acrylic, was used with Gafchromic films at various gantry and couch angles to measure isocentricity. MATLAB tools were used to analyze spot positions, and SPM logs provided verification. Sensitivity tests were conducted to assess the system's response to intentional shifts and errors, ensuring alignment with clinical QA standards. Results The Octopoint phantom's stepwise two‐dimensional (2D) fitting process, validated against film‐measured dose profiles, accurately identified beam and ball bearing (BB) centroid locations. Isocentricity tests conducted over 8 months across four gantries demonstrated consistent beam‐to‐BB radial offsets. The phantom showed excellent repeatability, with a maximum standard deviation of 0.1 mm across various couch‐gantry combinations. Sensitivity testing across all axes revealed a strong alignment between intended shifts and measured values. Over the course of a year, film measurements tracked spot position and size consistency, with deviations remaining within acceptable clinical limits. Comparisons with SPM data further confirmed the system's reliability in maintaining beam accuracy across different gantry angles and energy levels. Conclusions This study presents a reliable QA framework for ensuring precision in proton therapy delivery. By combining the Octopoint phantom, Gafchromic film analysis, and SPM log file evaluation, we effectively measured isocentricity, spot position accuracy, and spot size stability. The framework demonstrated adaptability across various clinical QA tasks, enhancing the accuracy and safety of proton therapy treatments.
Modeling the Acute Mucosal Toxicity of Fractionated Radiotherapy Combined with the ATM Inhibitor WSD0628
Garcia, D. , Rathi, Sneha , Connors, Margaret A. , Grams, Michael P. , Vaubel, Rachael A. , Bakken, Katrina K. , Ott, Lauren L. , Carlson, Brett L. , Hu, Zeng , Decker, Paul A. , Eckel‐Passow, Jeanette E. , Zhong, Wei , Trzasko, Joshua D. , Herman, Margot , Elmquist, William F. , Remmes, Nicholas B. , Garcia, Darwin A , Grams, Michael P , Burgenske, Danielle M , Zhong, Wei , Trzasko, Joshua D , Herman, Michael G , Elmquist, William F , Remmes, Nicholas B , Sarkaria, Jann N , Vaubel, Rachael A , Bakken, Katrina K , Decker, Paul A. , Burgenske, Danielle M. , Sarkaria, Jann N.

Mayo Clinic

Molecular Cancer Therapeutics | November 19, 2024 | Volume: 24 | Issue: 2 | Pages: 299-309

10.1158/1535-7163.mct-24-0664 | PMID 39559836 Get It

Abstract Ataxia Telangiectasia–mutated (ATM) inhibitors are being developed as radiosensitizers to improve the antitumor effects of radiotherapy, but ATM inhibition can also radiosensitize normal tissues. Therefore, understanding the elevated risk of normal tissue toxicities is critical for radiosensitizer development. This study focused on modeling the relationship between acute mucosal toxicity, radiation dose, fractionation schedule, and radiosensitizer exposure. The ATM inhibitor WSD0628 was combined with single or fractionated doses of radiation delivered to the oral cavity or esophagus of Friend Leukemia virus B (FVB) mice. The potentiation by WSD0628 was quantified by a sensitizer enhancement ratio (SER), which describes the changes in radiation tolerance for radiation combined with WSD0628 relative to radiation-only regimens. WSD0628 profoundly enhanced radiation-induced acute oral and esophageal toxicities. For oral mucosal toxicity, the enhancement by WSD0628 with 3 fractions of radiation resulted in an SER ranging from 1.3 (0.25 mg/kg) to 3.1 (7.5 mg/kg). For the 7.5 mg/kg combination, the SER increased with increasing number of fractions from 2.2 (1 fraction) to 4.3 (7 fractions) for oral toxicity and from 2.2 (1 fraction) to 3.6 (3 fractions) for esophageal toxicity, which reflects a loss of the normal tissue sparing benefit of fractionated radiation. These findings were used to develop a modified biologically effective dose model to determine alternative radiation schedules with or without WSD0628 that result in similar levels of toxicity. Successful radiosensitizer dose escalation to a maximally effective therapeutic dose will require careful deliberation of tumor site and reduction of radiation dose volume limits for organs at risk.
A Radiomics-Based Classifier for the Progression of Oropharyngeal Cancer Treated with Definitive Radiotherapy
Garcia, D. , Jeans, Elizabeth B. , Morris, Lindsay K., Shiraishi, Satomi , Laughlin, Brady S. , Rwigema, Jean‐Claude M. , Foote, Robert L. , Herman, Michael , Garcia, Darwin A , Foote, Robert , Herman, Michael G., Qian, Jing , Shiraishi, Satomi , Laughlin, Brady S , Rong, Yi , Qian, Jing

Mayo Clinic

Cancers | July 24, 2023 | Volume: 15 | Issue: 14 | Pages: 3715

10.3390/cancers15143715 | PMID 37509376 Get It

In this study, we investigated whether radiomics features from pre-treatment positron emission tomography (PET) images could be used to predict disease progression in patients with HPV-positive oropharyngeal cancer treated with definitive proton or x-ray radiotherapy. Machine learning models were built using a dataset from Mayo Clinic, Rochester, Minnesota (n = 72) and tested on a dataset from Mayo Clinic, Phoenix, Arizona (n = 22). A total of 71 clinical and radiomics features were considered. The Mann–Whitney U test was used to identify the top 2 clinical and top 20 radiomics features that were significantly different between progression and progression-free patients. Two dimensionality reduction methods were used to define two feature sets (manually filtered or machine-driven). A forward feature selection scheme was conducted on each feature set to build models of increased complexity (number of input features from 1 to 6) and evaluate model robustness and overfitting. The machine-driven features had superior performance and were less prone to overfitting compared to the manually filtered features. The four-variable Gaussian Naïve Bayes model using the ‘Radiation Type’ clinical feature and three machine-driven features achieved a training accuracy of 79% and testing accuracy of 77%. These results demonstrate that radiomics features can provide risk stratification beyond HPV-status to formulate individualized treatment and follow-up strategies.
Past AAPM President: 2010
Herman, Michael

Mayo Clinic

Medical Physics | July 10, 2023 | Volume: 50 | Issue: S1 | Pages: 140-140

10.1002/mp.15989 Get It

Early Impact of Proton Beam Therapy on Electrophysiological Characteristics in a Porcine Model
Imamura, Kimitake, Deisher, A., Dickow, Jannis , Rettmann, Maryam E. , Yasin, Omar , Pepin, M. , Suzuki, Atsushi , Newman, Laura K. , Sun, Xiaojing , Kruse, Jon J. , Merrell, Kenneth W. , Herman, Michael , Foote, Robert L. , Packer, Douglas L. , Deisher, Amanda J, Yasin, Omar Z, Pepin, Mark D , Hohmann, Stephan , Konishi, Hiroki , Suzuki, Atsushi , Newman, Laura K , Kruse, Jon J , Herman, Michael G., Foote, Robert , Packer, Douglas L , Hohmann, Stephan

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | May 15, 2023 | Volume: 16 | Issue: 6 | Pages: No page available

10.1161/circep.122.011179 | PMID 37183678 Get It

Background: Particle therapy is a noninvasive, catheter-free modality for cardiac ablation. We previously demonstrated the efficacy for creating ablation lesions in the porcine heart. Despite several earlier studies, the exact mechanism of early biophysical effects of proton and photon beam delivery on the myocardium remain incompletely resolved. Methods: Ten normal and 9 infarcted in situ porcine hearts received proton beam irradiation (40 Gy) delivered to the left ventricular myocardium with follow-up for 8 weeks. High-resolution electroanatomical mapping of the left ventricular was performed at baseline and follow-up. Bipolar voltage amplitude, conduction velocity, and connexin-43 were determined within the irradiated and nonirradiated areas. Results: The irradiated area in normal hearts showed a significant reduction of bipolar voltage amplitude (10.1±4.9 mV versus 5.7±3.2, P <0.0001) and conduction velocity (85±26 versus 55±13 cm/s, P =0.03) beginning at 4 weeks after irradiation. In infarcted myocardium after irradiation, bipolar voltage amplitude of the infarct scar (2.0±2.9 versus 0.8±0.7 mV, P =0.008) was significantly reduced as well as the conduction velocity in the infarcted heart (43.7±15.7 versus 26.3±11.4 cm/s, P =0.02). There were no significant changes in bipolar voltage amplitude and conduction velocity in nonirradiated myocardium. Myocytolysis, capillary hyperplasia, and dilation were seen in the irradiated myocardium 8 weeks after irradiation. Active caspase-3 and reduction of connexin-43 expression began in irradiated myocardium 1 week after irradiation and decreased over 8 weeks. Conclusions: Irradiation of the myocardium with proton beams reduce connexin-43 expression, conduction velocity, and bipolar conducted electrogram amplitude in a large porcine model. The changes in biomarkers preceded electrophysiological changes after proton beam therapy.
Rotating Gantries Provide Individualized Beam Arrangements for Charged Particle Therapy
Chinniah, Siven, Deisher, A., Herman, Michael , Johnson, J. , Mahajan, Anita , Foote, Robert L. , Foote, Robert

Mayo Clinic

Cancers | March 30, 2023 | Volume: 15 | Issue: 7 | Pages: 2044

10.3390/cancers15072044 | PMID 37046705 Get It

Purpose: This study evaluates beam angles used to generate highly individualized proton therapy treatment plans for patients eligible for carbon ion radiotherapy (CIRT). Methods and Materials: We retrospectively evaluated patients treated with pencil beam scanning intensity modulated proton therapy from 2015 to 2020 who had indications for CIRT. Patients were treated with a 190° rotating gantry with a robotic patient positioning system. Treatment plans were individualized to provide maximal prescription dose delivery to the tumor target volume while sparing organs at risk. The utilized beam angles were grouped, and anatomic sites with at least 10 different beam angles were sorted into histograms. Results: A total of 467 patients with 484 plans and 1196 unique beam angles were evaluated and characterized by anatomic treatment site and the number of beam angles utilized. The most common beam angles used were 0° and 180°. A wide range of beam angles were used in treating almost all anatomic sites. Only esophageal cancers had a predominantly unimodal grouping of beam angles. Pancreas cancers showed a modest grouping of beam angles. Conclusions: The wide distribution of beam angles used to treat CIRT-eligible patients suggests that a rotating gantry is optimal to provide highly individualized beam arrangements.
Dosimetric Assessment of a High Precision System for Mouse Proton Irradiation to Assess Spinal Cord Toxicity
Howard, Michelle E. , Denbeigh, Janet M. , Debrot, Emily , Garcia, D. , Remmes, Nicholas B. , Herman, Michael , Beltran, Chris , Garcia, Darwin A, Herman, Michael G., Beltran, Chris J., Beltran, Chris J , Garcia, Darwin A

Mayo Clinic

Radiation Research | May 20, 2021 | Volume: 195 | Issue: 6 | Pages: No page available

10.1667/rade-20-00153.1 | PMID 33826742 Get It

Inhibition of ATM Induces Hypersensitivity to Proton Irradiation by Upregulating Toxic End Joining
Zhou, Qin , Howard, Michelle E. , Tu, Xinyi , Zhu, Qian , Denbeigh, Janet M. , Remmes, Nicholas B. , Herman, Michael , Beltran, Chris , Greipp, Patricia T. , Wang, Liewei , Johnson, Neil , Mutter, Robert W. , Herman, Michael G., Beltran, Chris J., Boughey, JC , Beltran, Chris J , Greipp, Patricia T , Yuan, Jian , Boughey, Judy C. , Goetz, Matthew P. , Sarkaria, Jann N. , Lou, Zhenkun

Mayo Clinic

Cancer Research | February 17, 2021 | Volume: 81 | Issue: 12 | Pages: 3333-3346

10.1158/0008-5472.can-20-2960 | PMID 33597272 Get It

Abstract Proton Bragg peak irradiation has a higher ionizing density than conventional photon irradiation or the entrance of the proton beam profile. Whether targeting the DNA damage response (DDR) could enhance vulnerability to the distinct pattern of damage induced by proton Bragg peak irradiation is currently unknown. Here, we performed genetic or pharmacologic manipulation of key DDR elements and evaluated DNA damage signaling, DNA repair, and tumor control in cell lines and xenografts treated with the same physical dose across a radiotherapy linear energy transfer spectrum. Radiotherapy consisted of 6 MV photons and the entrance beam or Bragg peak of a 76.8 MeV spot scanning proton beam. More complex DNA double-strand breaks (DSB) induced by Bragg peak proton irradiation preferentially underwent resection and engaged homologous recombination (HR) machinery. Unexpectedly, the ataxia-telangiectasia mutated (ATM) inhibitor, AZD0156, but not an inhibitor of ATM and Rad3-related, rendered cells hypersensitive to more densely ionizing proton Bragg peak irradiation. ATM inhibition blocked resection and shunted more DSBs to processing by toxic ligation through nonhomologous end-joining, whereas loss of DNA ligation via XRCC4 or Lig4 knockdown rescued resection and abolished the enhanced Bragg peak cell killing. Proton Bragg peak monotherapy selectively sensitized cell lines and tumor xenografts with inherent HR defects, and the repair defect induced by ATM inhibitor coadministration showed enhanced efficacy in HR-proficient models. In summary, inherent defects in HR or administration of an ATM inhibitor in HR-proficient tumors selectively enhances the relative biological effectiveness of proton Bragg peak irradiation. Significance: Coadministration of an ATM inhibitor rewires DNA repair machinery to render cancer cells uniquely hypersensitive to DNA damage induced by the proton Bragg peak, which is characterized by higher density ionization. See related commentary by Nickoloff, p. 3156
Catheter-Free Arrhythmia Ablation Using Scanned Proton Beams
Suzuki, Atsushi , Deisher, A., Rettmann, Maryam E. , Lehmann, H. Immo , Hohmann, Stephan , Wang, Songyun , Kruse, Jon J. , Cusma, Jack T., Newman, Laura K. , Parker, Kay D., Monahan, Kristi H. , Herman, Michael , Packer, Douglas L. , Deisher, Amanda J, Konishi, Hiroki, Herman, Michael G., Hohmann, Stephan , Suzuki, Atsushi , Konishi, Hiroki

Mayo Clinic

Circulation: Arrhythmia and Electrophysiology | September 13, 2020 | Volume: 13 | Issue: 10 | Pages: No page available

10.1161/circep.120.008838 | PMID 32921132 Get It

Background: Proton beam therapy offers radiophysical properties that are appealing for noninvasive arrhythmia elimination. This study was conducted to use scanned proton beams for ablation of cardiac tissue, investigate electrophysiological outcomes, and characterize the process of lesion formation in a porcine model using particle therapy. Methods: Twenty-five animals received scanned proton beam irradiation. ECG-gated computed tomography scans were acquired at end-expiration breath hold. Structures (atrioventricular junction or left ventricular myocardium) and organs at risk were contoured. Doses of 30, 40, and 55 Gy were delivered during expiration to the atrioventricular junction (n=5) and left ventricular myocardium (n=20) of intact animals. Results: In this study, procedural success was tracked by pacemaker interrogation in the atrioventricular junction group, time-course magnetic resonance imaging in the left ventricular group, and correlation of lesion outcomes displayed in gross and microscopic pathology. Protein extraction (active caspase-3) was performed to investigate tissue apoptosis. Doses of 40 and 55 Gy caused slowing and interruption of cardiac impulse propagation at the atrioventricular junction. In 40 left ventricular irradiated targets, all lesions were identified on magnetic resonance after 12 weeks, being consistent with outcomes from gross pathology. In the majority of cases, lesion size plateaued between 12 and 16 weeks. Active caspase-3 was seen in lesions 12 and 16 weeks after irradiation but not after 20 weeks. Conclusions: Scanned proton beams can be used as a tool for catheter-free ablation, and time-course of tissue apoptosis was consistent with lesion maturation.