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Grams, Michael P.

https://orcid.org/0000-0002-9873-6926

Mayo Clinic

Mayo Clinic

Citations 23

Salvage therapy expands highly cytotoxic and metabolically fit resilient CD8 + T cells via ME1 up-regulation
Gicobi, Joanina K. , Mao, Zhiming , DeFranco, Grace , Hirdler, Jacob B. , Li, Ying , Vianzon, Vianca , Dellacecca, Emilia R. , Hsu, Michelle A. , Barham, Whitney , Yan, Yiyi , Wu, Xiaosheng, Hitosugi, Taro , Owen, Dawn , Orme, Jacob J. , Zeng, Hu , Vianzon, Vianca V , Mansfield, Aaron S , Lin, Yi , Hitosugi, Taro , Grams, Michael P , Orme, Jacob J , Lucien, Fabrice , Zeng, Hu , Park, Sean S , Dong, Haidong , Mansfield, Aaron S. , Lin, Yi , Grams, Michael P. , Lucien, Fabrice , Park, Sean S. , Dong, Haidong

Science Advances | November 15, 2023 | Volume: 9 | Issue: 46 | Pages: No page available

10.1126/sciadv.adi2414 Get It

Patients with advanced cancers who either do not experience initial response to or progress while on immune checkpoint inhibitors (ICIs) receive salvage radiotherapy to reduce tumor burden and tumor-related symptoms. Occasionally, some patients experience substantial global tumor regression with a rebound of cytotoxic CD8 + T cells. We have termed the rebound of cytotoxic CD8 + T cells in response to salvage therapy as T cell resilience and examined the underlying mechanisms of resilience. Resilient T cells are enriched for CX3CR1 + CD8 + T cells with low mitochondrial membrane potential, accumulate less reactive oxygen species (ROS), and express more malic enzyme 1 (ME1). ME1 overexpression enhanced the cytotoxicity and expansion of effector CD8 + T cells partially via the type I interferon pathway. ME1 also increased mitochondrial respiration while maintaining the redox state balance. ME1 increased the cytotoxicity of peripheral lymphocytes from patients with advanced cancers. Thus, preserved resilient T cells in patients rebound after salvage therapy and ME1 enhances their resiliency.
RADT-05. SINGLE VERSUS MULTI-FRACTION STEREOTACTIC RADIOSURGERY FOR LARGE BRAIN METASTASES: RATES OF LOCAL PROGRESSION AND NECROSIS
Frechette, K.M., Sara, L. Sawyer, William, H, Mahajan, Anita , Yan, Elizabeth , Kenneth, Merrell, Lucido, J. John , Brooks, Jay, Pollock, Bruce E. , Brown, Paul D. , Breen, William G. , Laack, Nadia N. , Routman, David M. , Grams, Michael P. , Brooks, Jay, Parney, Ian F. , Burns, Terry C. , Sener, Uğur

Neuro-Oncology | November 11, 2023 | Volume: 25 | Issue: Supplement_5 | Pages: v49-v49

10.1093/neuonc/noad179.0194 Get It

Abstract PURPOSE For large brain metastases, it is unknown whether single fraction stereotactic radiosurgery (sSRS) or multi-fraction stereotactic radiosurgery (fSRS) is optimal. We aimed to compare rates of local progression and necrosis between sSRS and fSRS for large brain metastases. METHODS Patients with intact or resected brain metastases with a target volume ≥ 4.2 cc (corresponding to a diameter ≥ 2 cm) treated with Gamma Knife (GK) or linear accelerator-based SRS from 2014-2022 were included in this retrospective review. RESULTS A total of 343 large brain metastases in 276 patients were included; 171 lesions were treated with sSRS (96% with GK) and 172 lesions with fSRS (100% with linear accelerator). Median lesion volume was 19.8 cc and 8.4 cc for fSRS and sSRS, respectively. Resection was performed prior to SRS in 228 (66%), with the remaining 115 metastases treated intact. There was no difference in rate of local progression between sSRS versus fSRS, or between resected versus intact targets (p >0.8 for both). Cumulative incidence of local progression (with death as a competing risk) at 1 and 3 years for patients receiving sSRS was 24% and 30%, respectively, compared to 22% and 34% for fSRS. FSRS was associated with significantly higher rates of necrosis than sSRS (HR 5.58, 2.38-13.08, p < 0.001). This association remained significant after controlling for target volume. Cumulative incidence of necrosis (with death as a competing risk) at 1 and 3 years for patients receiving sSRS was 1% and 3%, respectively, compared to 10% and 18% for fSRS. Necrosis rates were significantly higher with fSRS for both intact and resected targets (P < 0.02 for both). CONCLUSION While local control for large resected or intact brain metastases appears similar after sSRS or fSRS, this retrospective study shows higher rates of necrosis after fSRS. Prospective validation is needed.
Resilient CD8+ T cells maintain a high cytotoxic capacity by balancing ROS and energy needs via ME1 upregulation
Gicobi, Joanina K. , Mao, Zhiming , DeFranco, Grace , Li, Ying , Hirdler, Jacob, Vianzon, Vianca , Abraha, Feven , Harmsen, William S. , Yan, Yiyi , Dronca, Roxana , Zhu, Mojun , Wu, Xiaosheng , Owen, Dawn , Orme, Jacob J. , Liu, Xin , Hirdler, Jacob B. , Vianzon, Vianca V , Dellacecca, Emilia R. , Hsu, Michelle A. , Barham, Whitney , Kim, Yohan , Markovic, Svetomir N. , Mansfield, Aaron S. , Lin, Yi , Grams, Michael P. , Lucien, Fabrice , Zeng, Hu , Park, Sean S. , Dong, Haidong

The Journal of Immunology | August 10, 2023 | Volume: 210 | Issue: Supplement_1 | Pages: 157.06-157.06

10.4049/jimmunol.210.supp.157.06 Get It

Abstract Cytotoxic T lymphocytes (CTL) are indispensable in anti-tumor immunity. Although CTLs are prone to exhaustion in patients with advanced cancer, T cell resiliency explains the presence of tumor-reactive CTLs that are less exhausted, capable of cytolytic function, expansion, and rebound in response to immunotherapy to reject metastatic malignancies. However, the features of resilient T cells have not been clearly defined. In this report, we demonstrate that peripheral CX3CR1+ CD8+ T cells with low mitochondrial membrane potential rebounded CTL function quickly after radiation therapy in patients with large tumor burden portraying their functional resiliency. Furthermore, CX3CR1+ CD8+ T cell with low, but not high, mitochondrial membrane potential are highly cytotoxic, accumulate less reactive oxygen species (ROS), and express more Malic enzyme 1 (ME1). ME1 overexpression increases ATP production in a glycolysis-independent manner while concurrently curtailing excessive ROS in activated CD8+ T cells; and expands CX3CR1+NKG7+ effector CD8+ T cells with enhanced cytotoxicity. Importantly, transfection of ME1 mRNA promotes tumoricidal activity in CD8+ T cells from patients with advanced cancers. Our study reveals a mechanism used by CTLs to balance excessive ROS via ME1 to maintain a metabolic and functional resiliency. Modification of ME1 expression in CTLs may be a novel method to improve the efficacy of cancer immunotherapy by preventing T cell exhaustion. Supported by grants from Mayo Clinic Foundation and NIH (R01CA 256927-2)
Spatially fractionated radiation therapy field calibration and commissioning
Grams, Michael P. , Zhang, Hualin

Spatially Fractionated, Microbeam and FLASH Radiation Therapy | June 29, 2023 | Volume: No volume available | Issue: No issue available | Pages: 15-1-15-18

10.1088/978-0-7503-4046-5ch15 Get It

A Dosimetric Parameter Reference Look-Up Table for GRID Collimator-Based Spatially Fractionated Radiation Therapy
Zhang, Hualin , Foy, Joseph J. , Mayr, Nina A. , Grams, Michael P.

Cancers | February 21, 2022 | Volume: 14 | Issue: 4 | Pages: 1037

10.3390/cancers14041037 Get It

Computations of heterogeneity dose parameters in GRID therapy remain challenging in many treatment planning systems (TPS). To address this difficulty, we developed reference dose tables for a standard GRID collimator and validate their accuracy. The .decimal Inc. GRID collimator was implemented within the Eclipse TPS. The accuracy of the dose calculation was confirmed in the commissioning process. Representative sets of simulated ellipsoidal tumours ranging from 6–20 cm in diameter at a 3-cm depth; 16-cm ellipsoidal tumours at 3, 6, and 10 cm in depth were studied. All were treated with 6MV photons to a 20 Gy prescription dose at the tumour center. From these, the GRID therapy dosimetric parameters (previously recommended by the Radiosurgery Society white paper) were derived. Differences in D5 through D95 and EUD between different tumour sizes at the same depth were within 5% of the prescription dose. PVDR from profile measurements at the tumour center differed from D10/D90, but D10/D90 variations for the same tumour depths were within 11%. Three approximation equations were developed for calculating EUDs of different prescription doses for three radiosensitivity levels for 3-cm deep tumours. Dosimetric parameters were consistent and predictable across tumour sizes and depths. Our study results support the use of the developed tables as a reference tool for GRID therapy.
Thinking Outside the Field: Two Cases of RT+ICI Synergy in Melanoma
Davidson, Tara M. , Yan, Yiyi , Zhang, Henan , Dong, Haidong , Grams, Michael P. , Park, Sean S.

No container title available | May 17, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-455431/v1 Get It

Abstract While combination radiotherapy (RT) and immunotherapy is not novel there is still much to learn about this approach. Some initial pre-clinical and clinical evidence suggests triple therapy with RT and dual immune checkpoint blockade (anti-CTLA-4 + anti-PD-1/PD-L1) is a complimentary technique. We present two cases using the same novel regime of combination RT plus nivolumab and ipilimumab to treat metastatic melanoma. In both cases the burden of disease was significant within a lower extremity. Additionally, in both cases using this treatment plan, we were able establish sustained local disease control with additional systemic benefit which allowed both patients to avoid significant debility from surgical amputation. Given the response and safety we observed, this technique could be used as a potentially safe approach for future patients who are not eligible for traditional RT palliation or clinical trials.
Implementation of free breathing respiratory amplitude‐gated treatments
Hickling, Susannah , Veres, Andrew J., Hickling, Susannah V, Moseley, Douglas J, Grams, Michael P. , Moseley, Douglas , Moseley, D

Journal of Applied Clinical Medical Physics | May 13, 2021 | Volume: 22 | Issue: 6 | Pages: 119-129

10.1002/acm2.13253 Get It

AbstractPurposeThe purpose of this study was to provide guidance in developing and implementing a process for the accurate delivery of free breathing respiratory amplitude‐gated treatments.MethodsA phase‐based 4DCT scan is acquired at time of simulation and motion is evaluated to determine the exhale phases that minimize respiratory motion to an acceptable level. A phase subset average CT is then generated for treatment planning and a tracking structure is contoured to indicate the location of the target or a suitable surrogate over the planning phases. Prior to treatment delivery, a 4DCBCT is acquired and a phase subset average is created to coincide with the planning phases for an initial match to the planning CT. Fluoroscopic imaging is then used to set amplitude gate thresholds corresponding to when the target or surrogate is in the tracking structure. The final imaging prior to treatment is an amplitude‐gated CBCT to verify both the amplitude gate thresholds and patient positioning. An amplitude‐gated treatment is then delivered. This technique was commissioned using an in‐house lung motion phantom and film measurements of a simple two‐field 3D plan.ResultsThe accuracy of 4DCBCT motion and target position measurements were validated relative to 4DCT imaging. End to end testing showed strong agreement between planned and film measured dose distributions. Robustness to interuser variability and changes in respiratory motion were demonstrated through film measurements.ConclusionsThe developed workflow utilizes 4DCBCT, respiratory‐correlated fluoroscopy, and gated CBCT imaging in an efficient and sequential process to ensure the accurate delivery of free breathing respiratory‐gated treatments.
Report of AAPM Task Group 235 Radiochromic Film Dosimetry: An Update to TG‐55
Niroomand‐Rad, Azam, Chiu‐Tsao, Sou‐Tung, Lewis, David F. , Soares, Christopher G., Battum, L.J. van, Trichter, Samuel , Kissick, M, Alvarez, P , Grams, Michael P. , Das, Indra J. , Massillon-JL, G. , Chan, Maria F.

Medical Physics | September 29, 2020 | Volume: 47 | Issue: 12 | Pages: 5986-6025

10.1002/mp.14497 Get It

The use of radiochromic film (RCF) dosimetry in radiation therapy is extensive due to its high level of achievable accuracy for a wide range of dose values and its suitability under a variety of measurement conditions. However, since the publication of the 1998 AAPM Task Group 55, Report No. 63 on RCF dosimetry, the chemistry, composition, and readout systems for RCFs have evolved steadily. There are several challenges in using the new RCFs, readout systems and validation of the results depending on their applications. Accurate RCF dosimetry requires understanding of RCF selection, handling and calibration methods, calibration curves, dose conversion methods, correction methodologies as well as selection, operation and quality assurance (QA) programs of the readout systems. Acquiring this level of knowledge is not straight forward, even for some experienced users. This Task Group report addresses these issues and provides a basic understanding of available RCF models, dosimetric characteristics and properties, advantages and limitations, configurations, and overall elemental compositions of the RCFs that have changed over the past 20 yr. In addition, this report provides specific guidelines for data processing and analysis schemes and correction methodologies for clinical applications in radiation therapy.
Image‐guided radiotherapy quality control: Statistical process control using image similarity metrics
Shiraishi, Satomi , Santos, Luis E. Fong de los, Grams, Michael P. , Fong de Los Santos, Luis E, Shiraishi, Satomi

Medical Physics | March 15, 2018 | Volume: 45 | Issue: 5 | Pages: 1811-1821

10.1002/mp.12859 Get It

PurposeThe purpose of this study was to demonstrate an objective quality control framework for the image review process.Methods and materialsA total of 927 cone‐beam computed tomography (CBCT) registrations were retrospectively analyzed for 33 bilateral head and neck cancer patients who received definitive radiotherapy. Two registration tracking volumes (RTVs) — cervical spine (C‐spine) and mandible — were defined, within which a similarity metric was calculated and used as a registration quality tracking metric over the course of treatment. First, sensitivity to large misregistrations was analyzed for normalized cross‐correlation (NCC) and mutual information (MI) in the context of statistical analysis. The distribution of metrics was obtained for displacements that varied according to a normal distribution with standard deviation of σ = 2 mm, and the detectability of displacements greater than 5 mm was investigated. Then, similarity metric control charts were created using a statistical process control (SPC) framework to objectively monitor the image registration and review process. Patient‐specific control charts were created using NCC values from the first five fractions to set a patient‐specific process capability limit. Population control charts were created using the average of the first five NCC values for all patients in the study. For each patient, the similarity metrics were calculated as a function of unidirectional translation, referred to as the effective displacement. Patient‐specific action limits corresponding to 5 mm effective displacements were defined. Furthermore, effective displacements of the ten registrations with the lowest similarity metrics were compared with a three dimensional (3DoF) couch displacement required to align the anatomical landmarks.ResultsNormalized cross‐correlation identified suboptimal registrations more effectively than MI within the framework of SPC. Deviations greater than 5 mm were detected at 2.8σ and 2.1σ from the mean for NCC and MI, respectively. Patient‐specific control charts using NCC evaluated daily variation and identified statistically significant deviations. This study also showed that subjective evaluations of the images were not always consistent. Population control charts identified a patient whose tracking metrics were significantly lower than those of other patients. The patient‐specific action limits identified registrations that warranted immediate evaluation by an expert. When effective displacements in the anterior–posterior direction were compared to 3DoF couch displacements, the agreement was ±1 mm for seven of 10 patients for both C‐spine and mandible RTVs.ConclusionsQualitative review alone of IGRT images can result in inconsistent feedback to the IGRT process. Registration tracking using NCC objectively identifies statistically significant deviations. When used in conjunction with the current image review process, this tool can assist in improving the safety and consistency of the IGRT process.
Treatment planning for metals using an extended CT number scale
Mullins, John, Herman, Michael , Brinkmann, Debra H. , Antolak, John A. , Mullins, John P, Grams, Michael P.

Journal of Applied Clinical Medical Physics | February 28, 2017 | Volume: 17 | Issue: 6 | Pages: 179-188

10.1120/jacmp.v17i6.6153 Get It

Metal implants which saturate the CT number scale may require dosimetrist and physicist involvement to manually contour and assign an appropriate value to the metal for accurate dose calculation. This study investigated dose calculation based directly on extended CT scale images for different metals and geometries. The aim was to evaluate extended CT accuracy as a suitable alternative to standard CT methods in the presence of high‐Z materials and artifacts, despite the reduced HU resolution of extended CT. Gafchromic film measurements were made for comparison to calculated doses. The method of direct dose calculation on extended CT scale was compared to our institution's standard method of manually contouring and assigning metal values on saturated CT images for each of the metal samples. Clinical patient plans with metal implants were investigated and DVHs were compared between standard CT and extended CT dose calculations. Dose calculations showed agreement within 2% between the two methods of metal characterization and the film measurement in the case of the strongest metal attenuator, cobalt‐chromium. In the clinical treatment plans, the greatest dose discrepancy between the two methods was 1.2%. This study suggests that direct dose calculation on an extended scale CT image in the presence of metal implants can produce accurate clinically viable treatment plans, thereby improving efficiency of clinical workflow and eliminating a potential source of human error by manual CT number assignment.PACS number(s): 87.55.dk