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Routman, David M.

https://orcid.org/0000-0002-2768-003X

Mayo Clinic

Mayo Clinic

Citations 74

The NAVigate-HPV Registry: A comprehensive biomarker evidence base for HPV-driven cancers.
Kalman, Noah S. , Bhatia, Aarti , Jabalee, Jamie, Baliga, Sujith , Raben, Adam , Sims, John R. , Bhayani, Mihir K. , Roof, Scott , Hanna, Glenn J. , Rettig, Eleni M. , Routman, David M. , Holsinger, F. Christopher , Patel, Mihir R , Jabalee, Jamie, Yom, Sue S. , Sims, John, Kaczmar, John M. , Berger, Barry M. , Fitz, Catherine Del Vecchio

Journal of Clinical Oncology | June 4, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e15045-e15045

10.1200/jco.2024.42.16_suppl.e15045 Get It

e15045 Background: Human papillomavirus (HPV) is an oncogenic driver of several human cancers, including those of the anal canal, uterine cervix, and head and neck (predominantly oropharynx). Despite advancements in our understanding of HPV-related cancers, there remains an unmet need for a comprehensive biomarker-driven registry to establish correlations between biomarker detectability and clinicopathologic features in patients diagnosed and treated for HPV-driven cancers. To address this need, the NAVigate-HPV Registry has been established to systematically collect and analyze integrated biomarker and clinical data from many U.S. cancer centers. Methods: NavDx (Naveris, Inc.) is a clinically validated blood-based assay detecting circulating cell-free tumor tissue modified viral (TTMV)-HPV DNA. The NAVigate-HPV Registry is a web-based data platform based on a centrally IRB approved protocol. Participating investigators will include providers that order NavDx tests in the routine clinical care of their patients and agree to the terms and conditions for use of the registry. Eligible subjects will have or have had an HPV-driven cancer (with an initial focus on HPV-driven oropharynx cancer with confirmatory tissue testing) and have received one or more NavDx blood tests during routine clinical care. Clinical data and TTMV-HPV DNA scores will be collected at enrollment and defined intervals over five years or until death. Results: In the initial phase, the registry has enlisted participation and established a steering committee composed of a representative from each of 14 institutions. These institutions are geographically diverse centers ranging from community hospitals to clinics and academic medical facilities. An IRB protocol governing the registry will maintain ethical standards, ensuring compliance and ethical conduct throughout the registry process. Data extraction methods have been previously established to evaluate an initial cohort of 543 patients (Hanna GJ, Roof SA, et. al 2023). Conclusions: Naveris and collaborators have together successfully launched the NAVigate-HPV registry with the aim of creating a robust database linking tumor biomarker results from NavDx with clinical outcomes data for HPV-related cancers. The NAVigate-HPV database is expected to encompass more than 1,000 patients within 1 year and grow to > 5,000 patients within 5 years, serving as a powerful tool for precision cancer medicine in this patient cancer population. Establishing this registry will deepen insights into HPV-related cancers and advance diagnostic and therapeutic approaches to improve patient outcomes.
Impact of Relative Biologic Effectiveness for Proton Therapy for Head and Neck and Skull-Base Tumors: A Technical and Clinical Review
Holtzman, Adam L. , Mohammadi, Homan , Furutani, Keith M. , Koffler, Daniel , McGee, L.A. , Gamez, Mauricio E. , Beltran, Chris , Koffler, Daniel M , McGee, Lisa A, Lester, Scott C. , Beltran, Chris J , Furutani, Keith M , Holtzman, Adam , Routman, David M. , Liang, Xiaoying

Cancers | May 21, 2024 | Volume: 16 | Issue: 11 | Pages: 1947

10.3390/cancers16111947 Get It

Proton therapy has emerged as a crucial tool in the treatment of head and neck and skull-base cancers, offering advantages over photon therapy in terms of decreasing integral dose and reducing acute and late toxicities, such as dysgeusia, feeding tube dependence, xerostomia, secondary malignancies, and neurocognitive dysfunction. Despite its benefits in dose distribution and biological effectiveness, the application of proton therapy is challenged by uncertainties in its relative biological effectiveness (RBE). Overcoming the challenges related to RBE is key to fully realizing proton therapy’s potential, which extends beyond its physical dosimetric properties when compared with photon-based therapies. In this paper, we discuss the clinical significance of RBE within treatment volumes and adjacent serial organs at risk in the management of head and neck and skull-base tumors. We review proton RBE uncertainties and its modeling and explore clinical outcomes. Additionally, we highlight technological advancements and innovations in plan optimization and treatment delivery, including linear energy transfer/RBE optimizations and the development of spot-scanning proton arc therapy. These advancements show promise in harnessing the full capabilities of proton therapy from an academic standpoint, further technological innovations and clinical outcome studies, however, are needed for their integration into routine clinical practice.
Integration of Telemedicine Consultation Into a Tertiary Radiation Oncology Department: Predictors of Use, Treatment Yield, and Effects on Patient Population
Sharifzadeh, Yasamin , Breen, William G. , Harmsen, William S. , Amundson, A., Garda, Allison E. , Waddle, Mark R. , Merrell, Kenneth W. , Hallemeier, Christopher L. , Laack, Nadia N. , Kollengode, Anantha, Corbin, Kimberly S. , Amundson, Adam C., Routman, David M , Waddle, Mark R , Merrell, Kenneth W , Hallemeier, Christopher Leigh , Laack, Nadia N Issa , Sharifzadeh, Yasamin , Routman, David M.

JCO Clinical Cancer Informatics | April 17, 2024 | Volume: No volume available | Issue: 8 | Pages: No page available

10.1200/cci.23.00239 Get It

PURPOSE The COVID-19 pandemic led to rapid expansion of telemedicine. The implications of telemedicine have not been rigorously studied in radiation oncology, a procedural specialty. This study aimed to evaluate the characteristics of in-person patients (IPPs) and virtual patients (VPs) who presented to a large cancer center before and during the pandemic and to understand variables affecting likelihood of receiving radiotherapy (yield) at our institution. METHODS A total of 17,915 patients presenting for new consultation between 2019 and 2021 were included, stratified by prepandemic and pandemic periods starting March 24, 2020. Telemedicine visits included video and telephone calls. Area deprivation indices (ADIs) were also compared. RESULTS The overall population was 56% male and 93% White with mean age of 63 years. During the pandemic, VPs accounted for 21% of visits, were on average younger than their in-person (IP) counterparts (63.3 years IP v 62.4 VP), and lived further away from clinic (215 miles IP v 402 VP). Among treated VPs, living closer to clinic was associated with higher yield (odds ratio [OR], 0.95; P < .001). This was also seen among IPPs who received treatment (OR, 0.96; P < .001); however, the average distance from clinic was significantly lower for IPPs than VPs (205 miles IP v 349 VP). Specialized radiotherapy (proton and brachytherapy) was used more in VPs. IPPs had higher ADI than VPs. Among VPs, those treated had higher ADI ( P < .001). CONCLUSION Patient characteristics and yield were significantly different between IPPs and VPs. Telemedicine increased reach to patients further away from clinic, including from rural or health care–deprived areas, allowing access to specialized radiation oncology care. Telemedicine has the potential to increase the reach of other technical and procedural specialties.
Patterns of recurrence and disease progression in patients with positive-margin olfactory neuroblastoma following primary resection
Graves, Jeffrey P., Haller, Travis J. , McMillan, Ryan A. , Stokken, Janalee K., Link, Michael J., Moore, Eric J. , Bauman, Megan M. J. , Routman, David M. , Raghunathan, Aditya , Choby, Garret , Gompel, Jamie J. Van

Journal of Neurosurgery | March 23, 2024 | Volume: 141 | Issue: 3 | Pages: 711-719

10.3171/2024.1.jns23730 Get It

OBJECTIVE Olfactory neuroblastoma (ONB) is a rare, malignant tumor of the sinonasal tract that arises from olfactory epithelium. Although surgery is the preferred first-line treatment, tumor involvement of adjacent structures may preclude the ability to achieve negative margins during initial resection. Herein, the authors examine the oncological outcomes of patients with positive margins after primary resection of ONB, with the aim of determining predictors of disease progression and patterns of recurrence. METHODS The authors performed an institutional review of 25 patients with positive-margin ONB after resection. Cox survival analyses were used to determine any statistically significant predictors of worse progression-free survival (PFS) and overall survival (OS). RESULTS A total of 93 patients who were diagnosed with ONB were identified, of whom 25 patients had positive margins following their primary resection. Eleven (44%) had a delayed finding of positive margins that were initially negative in the operating room but returned as positive on final pathology. Four patients had subtotal resection (STR), whereas the remaining patients underwent gross-total resection. Twenty-four patients received adjuvant radiotherapy (96%), and 15 additionally received adjuvant chemotherapy (60%). Fourteen patients (56%) experienced recurrence/progression at a median time of 35 months following resection (IQR 19–70 months). Local recurrence occurred in 10 patients (40%), regional in 9 (36%), and distant metastasis in 2 (8%). In Cox survival analyses, the 5-year PFS and OS were 55.1% and 79.2%, respectively. Kadish stage D was predictive of worse PFS in univariate (hazard ratio [HR] 15.67, 95% CI 3.38–72.61, p < 0.001) and multivariate (HR 15.46, 95% CI 1.45–164.91, p = 0.023) analyses. Hyams grade, adjuvant chemotherapy, and primary radiotherapy were not associated with PFS. Furthermore, Kadish stage D and STR were predictive of worse OS in univariate analysis (HR 12.64, 95% CI 2.03–78.86, p = 0.007; HR 7.31, 95% CI 1.45–36.84, p = 0.016; respectively). However, local and regional recurrence was not associated with worse OS. CONCLUSIONS Approximately half of patients with positive-margin ONB may experience disease recurrence. Patients with an advanced disease stage (Kadish D) may have a higher likelihood of developing recurrence/progression. Furthermore, patients with tumor burden following resection (STR and Kadish D) may have worse OS. However, in positive-margin ONB with no gross disease following initial resection, the presence of disease recurrence does not significantly alter survival when receiving salvage therapy.
Proton versus photon craniospinal irradiation for adult medulloblastoma: A dosimetric, toxicity, and exploratory cost analysis
Breen, William G. , Geno, Connie, Waddle, Mark R. , Harmsen, William S. , Sener, Uğur , Ruff, Michael W. , Neth, Bryan J. , Uhm, Joon H. , Yan, Elizabeth , Kruse, Jon J. , Brown, Paul D. , Mahajan, Anita , Geno, Connie S, Qian, Jing , Sener, Ugur T, Neth, Byran J. , Sener, Ugur , Qian, Jing, Burns, Terry C. , Routman, David M. , Laack, Nadia N.

Neuro-Oncology Advances | March 8, 2024 | Volume: 6 | Issue: 1 | Pages: No page available

10.1093/noajnl/vdae034 Get It

Abstract Background This study aimed to determine whether proton craniospinal irradiation (CSI) decreased the dose to normal tissue and resulted in less toxicity than photon CSI for adult patients. Methods This single-institution retrospective analyzed differences in radiation doses, acute toxicity, and cost between proton and CSI for adult medulloblastoma patients. Results Of 39 total patients, 20 were treated with photon CSI prior to 2015, and 19 were treated with proton CSI thereafter. Median age was 28 years (range 18–66). The molecular subtype was most commonly sonic hedgehog (68%). Patients most commonly received 36 Gy CSI in 20 fractions with a boost to 54–55.8 Gy (92%). Proton CSI delivered significantly lower mean doses to cochleae, lacrimal glands, lens, parotid glands, pharyngeal constrictors, esophagus, lungs, liver, and skin (all P &lt; .001). Patients receiving proton CSI had significantly lower rates of acute dysphagia of any grade (5% versus 35%, P = .044) and decreased median weight loss during radiation (+1.0 versus –2.8 kg, P = .011). Weight loss was associated with acute hospitalization (P = .009). Median follow-up was 2.9 and 12.9 years for proton and photon patients, respectively, limiting late toxicity and outcome comparisons. At the last follow-up, 5 photon patients had died (2 of progressive disease, 3 without recurrence ages 41–63) and 21% had experienced major cardiovascular events. At 10 years, 89% were alive and 82% were recurrence free. Conclusions This study demonstrates dosimetric improvements with proton CSI, potentially leading to decreased acute toxicity including dysphagia and weight loss during treatment.
Mean Oral Cavity Organ-at-Risk Dose Predicts Opioid Use and Hospitalization during Radiotherapy for Patients with Head and Neck Tumors
Foote, Robert L. , Harmsen, W. Scott, Amundson, A., Gamez, Mauricio E. , Garces, Yolanda I. , Lester, Scott C. , McGee, L.A. , Moore, Eric J. , Wittich, Michelle A. Neben, Patel, Samir H. , Rwigema, Jean‐Claude M. , Abel, Kathryn M. Van , Yin, Linda X. , Muller, Olivia M. , Shiraishi, Satomi , Amundson, Adam C., Carr, Alan B. , Lester, Scott , McGee, Lisa A, Neben Wittich, Michelle A, Yin, Linda X , Van Abel, Kathryn M , Foote, Robert , Shiraishi, Satomi , Daniel, J. , Routman, David M.

Cancers | January 15, 2024 | Volume: 16 | Issue: 2 | Pages: 349

10.3390/cancers16020349 Get It

Background: Approximately 75% of all head and neck cancer patients are treated with radiotherapy (RT). RT to the oral cavity results in acute and late adverse events which can be severe and detrimental to a patient’s quality of life and function. The purpose of this study was to explore associations between RT dose to a defined oral cavity organ-at-risk (OAR) avoidance structure, provider- and patient-reported outcomes (PROs), opioid use, and hospitalization. Methods: This was a retrospective analysis of prospectively obtained outcomes using multivariable modeling. The study included 196 patients treated with RT involving the oral cavity for a head and neck tumor. A defined oral cavity OAR avoidance structure was used in all patients for RT treatment planning. Validated PROs were collected prospectively. Opioid use and hospitalization were abstracted electronically from medical records. Results: Multivariable modeling revealed the mean dose to the oral cavity OAR was significantly associated with opioid use (p = 0.0082) and hospitalization (p = 0.0356) during and within 30 days of completing RT. Conclusions: The findings of this study may be valuable in RT treatment planning for patients with tumors of the head and neck region to reduce the need for opioid use and hospitalization during treatment.
Integrative Spatial Analysis of H&E and IHC Images Identifies Prognostic Immune Subtypes Correlated with Progression-Free Survival in Human Papillomavirus (HPV)-Related Oropharyngeal Squamous Cell Carcinoma
Hwang, Tae Hyun , Nakkireddy, Sumanth Reddy , Jang, Inyeop, Kim, Minji , Rivera, Michael , García, Joaquín J. , Bartemes, Kathleen R. , Moore, Eric J. , Abdel‐Halim, Chadi Nimeh , Abel, Kathryn M. Van , Van Abel, Kathryn M , Yin, Linda X. , Routman, David M. , Daniel, J.

No container title available | November 20, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-3361492/v1 Get It

Abstract Although the majority of HPV (+) oropharyngeal squamous cell carcinoma (OPSCC) patients exhibit a favorable prognosis, approximately 20% face recurrent or metastatic disease, posing management challenges. Therefore, the identification of robust prognostic markers for risk stratification is essential. Our study focused on the comprehensive characterization of intratumor heterogeneity within the tumor immune microenvironment (TME) in both primary tumors and metastatic lymph nodes. Utilizing computational approaches, we integrated hematoxylin and eosin (H&E) and 11 adjacent immunohistochemistry (IHC)-stained slides to investigate the cellular composition and functional characteristics across different regions within the TME. Based on these detailed immune characteristics, we classified patients into specific immune subtypes. Our integrative TME analysis indicated that patients with high tumor-infiltrating lymphocytes (TIL), increased CD8 + levels, and reduced CD163 + cell counts within their primary tumors were likely to have a more favorable progression-free survival outcome. The integration of H&E and IHC data enhances the functional characterization of immune phenotypes of the TME with biological interpretability and improves patient stratification in HPV(+) OPSCC.
RADT-18. PROTON CRANIOSPINAL IRRADIATION WITH CHECKPOINT INHIBITOR THERAPY FOR PATIENTS WITH LEPTOMENINGEAL DISEASE FROM SOLID TUMORS – A SINGLE INSTITUTION CASE SERIES
Breen, William G. , Brown, Paul D. , Mahajan, Anita , Frechette, K.M., Leventakos, Konstantinos , Kizilbash, Sani H. , Campian, Jian , Kizilbash, Sani H , Sener, Uğur , Webb, Mason , Laack, Nadia N. , Routman, David M. , Dudek, Arkadiusz Z. , Markovic, Svetomir N.

Neuro-Oncology | November 11, 2023 | Volume: 25 | Issue: Supplement_5 | Pages: v52-v52

10.1093/neuonc/noad179.0207 Get It

Abstract BACKGROUND Leptomeningeal disease (LMD) is a devastating complication of cancer with median overall survival (OS) of 3-6 months following diagnosis. Proton craniospinal irradiation (pCSI) is a novel treatment option for LMD, permitting whole neuroaxis treatment with tolerable toxicity and improved efficacy compared to conventional photon whole brain radiation therapy and as needed focal spine radiotherapy. Despite this, patients experience progression and succumb to LMD. Addition of systemic therapy to pCSI may improve outcomes. METHODS In this single institution retrospective case series, we report feasibility of combination treatment with pCSI and immune checkpoint inhibitor (ICI) in patients with LMD from solid tumors. RESULTS Three patients were treated with pCSI (30 Gy in 10 fractions) and ICI. The first patient developed LMD related to large cell neuroendocrine carcinoma of lung primary, diagnosed by imaging and cytology, having previously undergone resection and stereotactic radiosurgery for brain metastases. Clinical and radiographic improvement was noted following pCSI, bevacizumab, and pembrolizumab therapy. Patient experienced disease progression and passed away only after ICI was held due to hypophysitis, with 6-month OS. The second patient developed LMD related to BRAF V600E mutant melanoma, diagnosed by imaging and cytology, having previously undergone ICI and BRAF-targeted therapy. Following pCSI, relatlimab, nivolumab, and BRAF-targeted therapy, the patient remains alive 7 months after LMD diagnosis despite radiographic progression treated with carboplatin, paclitaxel, intrathecal IL-2, ipilimumab, and bevacizumab. The third developed LMD related to BRAF-wildtype melanoma, diagnosed by imaging, having previously received ICI. Patient underwent pCSI followed by ipilimumab and nivolumab, progression-free 5 months after LMD diagnosis. CONCLUSION Addition of systemic therapy to pCSI is feasible for patients with LMD. Combination of ICI and pCSI may confer additional survival benefit, even among patients with prior exposure to ICI. These initial promising results warrant prospective evaluation.
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 &gt;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 &lt; 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 &lt; 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.
Proton Craniospinal Irradiation with Immunotherapy in Two Patients with Leptomeningeal Disease from Melanoma
Sener, Uğur , Webb, Mason , Breen, William G. , Neth, Bryan J. , Brown, Paul D. , Mahajan, Anita , Frechette, K.M., Block, Matthew S. , Kottschade, Lisa A. , Montane, Heather N. , Kizilbash, Sani H. , Campian, Jian , Routman, David, Frechette, Kelsey, Neth, Byran J. , Kizilbash, Sani H , Sener, Ugur , Webb, Mason James , Laack, Nadia N. , Routman, David M. , Dudek, Arkadiusz Z. , Markovic, Svetomir N. , McWilliams, Robert R. , Dimou, Anastasios

Journal of Immunotherapy and Precision Oncology | October 15, 2023 | Volume: 7 | Issue: 1 | Pages: 1-6

10.36401/jipo-23-20 Get It

ABSTRACT Introduction Proton craniospinal irradiation (pCSI) is a treatment option for leptomeningeal disease (LMD), which permits whole neuroaxis treatment while minimizing toxicity. Despite this, patients inevitably experience progression. Adding systemic therapy to pCSI may improve outcomes. Methods In this single-institution retrospective case series, we present the feasibility of treatment with pCSI (30Gy, 10 fractions) and an immune checkpoint inhibitor (ICI) in two sequential patients with LMD from melanoma. Results The first patient developed LMD related to BRAF V600E-mutant melanoma after prior ICI and BRAF-targeted therapy. After pCSI with concurrent nivolumab, the addition of relatlimab, and BRAF-targeted therapy, he remained alive 7 months after LMD diagnosis despite central nervous system progression. The second patient developed LMD related to BRAF-wildtype melanoma after up-front ICI. He received pCSI with concurrent ipilimumab and nivolumab, then nivolumab maintenance. Though therapy was held for ICI hepatitis, the patient remained progression-free 5 months after LMD diagnosis. Conclusion Adding an ICI to pCSI is feasible for patients with LMD and demonstrates a tolerable toxicity profile. While prospective evaluation is ultimately warranted, pCSI with ICI may confer survival benefits, even after prior ICI.