4.7 Article Proceedings Paper

Functional Liver Imaging and Dosimetry to Predict Hepatotoxicity Risk in Cirrhotic Patients With Primary Liver Cancer

Journal

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.ijrobp.2018.08.029

Keywords

-

Funding

  1. Radiological Society of North America Research Scholar grant [RSCH1620]

Ask authors/readers for more resources

Purpose: Mitigating radiation-induced liver disease (RILD) is an ongoing need in patients with hepatocellular carcinoma. We hypothesize that [Tc-99m]-sulfur colloid (SC) single photon emission computed tomography (SPECT)/computed tomography (CT) scans can provide global functional liver metrics and functional liver dosimetric parameters that are predictive of hepatotoxicity risk in patients with primary liver cancer with cirrhosis. Materials and Methods: We retrospectively reviewed 47 patients (n = 26 proton, n = 21 stereotactic body radiation therapy) with Child-Pugh (CP)-A (62%) or CP-B (38%) cirrhosis who underwent SC SPECT/CT scans for radiation therapy planning. SC SPECT scans were mined for image intensity threshold-based functional liver volumes (FLV), mean liver-spleen uptake ratio (L/S-mean), and total liver function (TLF = FLV*L/S-mean). Radiation therapy doses were voxel-wise converted to the biologically equivalent dose (EQD2(a/b=3)) and relative biological effectiveness (GyRBE). Normal liver (liver minus gross tumor volume [GTV]) and FLV mean doses, absolute and relative dose-volumes (V-Gy[cc], V-Gy[%]), and relative dose-function histogram quantiles in 10 GyEQD2 increments were calculated. Logistic regression was performed for correlation to CP score increase of 2 or higher (CP+2). Cox regression was performed for correlation to RILD-specific survival (RILD-SS) and overall survival. Results: The strongest predictors of RILD-SS were FLV V20 and liver-GTV F20. FLV mean dose, but not CT-derived anatomic mean dose, was predictive of RILD-SS. TLF and L/S-mean were the only parameters that were associated with CP+2 after adjusting for baseline CP score. Optimal cutoffs to mitigate risk RILD-SS were identified: FLV mean dose <23 GyEQD2, liver-GTV V20 <36%, FLV V20 <36%, liver-GTV F20 <36%, FLV <32% (350 cc), L/S-mean >0.75, TLF >0.60, tumor volume <40 cm(3), and CP score A5-6 versus B7-C10. A narrower therapeutic window was observed in CP-B/C patients. The discriminatory power for RILD-SS within CP-B/C classes was improved with the addition of a functional dosimetric constraint, resulting in low-and high-risk subgroups (P = 3 x 10(-6)). Conclusions: Functional liver metrics and dosimetric parameters derived from pretreatment SC SPECT/CT scans were complementary predictors of hepatotoxicity and may provide useful clinical decision support in the management of cirrhotic patients with primary liver cancer. (C) 2018 Elsevier Inc. All rights reserved.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Oncology

Determining optimal follow-up in the management of human papillomavirus-positive oropharyngeal cancer

Jessica M. Frakes, Arash O. Naghavi, Stephanie K. Demetriou, Tobin J. Strom, Jeffery S. Russell, Julie A. Kish, Judith C. McCaffrey, Kristen J. Otto, Tapan A. Padhya, Louis B. Harrison, Andy M. Trotti, Jimmy J. Caudell

CANCER (2016)

Article Biochemistry & Molecular Biology

Deficient Nucleotide Excision Repair in Squamous Cell Carcinoma Cells

Tiffany K. Dong, Katherine Ona, Amy E. Scandurra, Stephanie K. Demetriou, Dennis H. Oh

PHOTOCHEMISTRY AND PHOTOBIOLOGY (2016)

Article Oncology

Regional Radiation Dose-Response Modeling of Functional Liver in Hepatocellular Carcinoma Patients With Longitudinal Sulfur Colloid SPECT/CT: A Proof of Concept

Ryan G. Price, Smith Apisarnthanarax, Stephanie K. Schaub, Matthew J. Nyflot, Tobias R. Chapman, Manuela Matesan, Hubert J. Vesselle, Stephen R. Bowen

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS (2018)

Review Oncology

Stereotactic Body Radiation Therapy for Hepatocellular Carcinoma: Current Trends and Controversies

Stephanie K. Schaub, Pehr E. Hartvigson, Michael I. Lock, Morten Hoyer, Thomas B. Brunner, Higinia R. Cardenes, Laura A. Dawson, Edward Y. Kim, Nina A. Mayr, Simon S. Lo, Smith Apisarnthanarax

TECHNOLOGY IN CANCER RESEARCH & TREATMENT (2018)

Article Oncology

Patient choice for high-volume center radiation impacts head and neck cancer outcome

Arash O. Naghavi, Michelle Echevarria, Tobin J. Strom, Yazan A. Abuodeh, Puja S. Venkat, Kamran A. Ahmed, Stephanie Demetriou, Jessica M. Frakes, Youngchul Kim, Julie A. Kish, Jeffery S. Russell, Kristen J. Otto, Christine H. Chung, Louis B. Harrison, Andy Trotti, Jimmy J. Caudell

CANCER MEDICINE (2018)

Review Clinical Neurology

Strategies to Mitigate Toxicities From Stereotactic Body Radiation Therapy for Spine Metastases

Stephanie K. Schaub, Yolanda D. Tseng, Eric L. Chang, Arjun Sahgal, Rajiv Saigal, Christoph P. Hofstetter, Matthew Foote, Andrew L. Ko, William T. C. Yuh, Mahmud Mossa-Basha, Nina A. Mayr, Simon S. Lo

NEUROSURGERY (2019)

Article Oncology

MRI-based delta-radiomics predicts pathologic complete response in high-grade soft-tissue sarcoma patients treated with neoadjuvant therapy

Jan C. Peeken, Rebecca Asadpour, Katja Specht, Eleanor Y. Chen, Olena Klymenko, Victor Akinkuoroye, Daniel S. Hippe, Matthew B. Spraker, Stephanie K. Schaub, Hendrik Dapper, Carolin Knebel, Nina A. Mayr, Alexandra S. Gersing, Henry C. Woodruff, Philippe Lambin, Matthew J. Nyflot, Stephanie E. Combs

Summary: The research demonstrates that MRI-based delta-radiomics improves prediction of pCR compared to tumor volume and RECIST. Delta-radiomics may one day function as a biomarker for personalized treatment adaptations.

RADIOTHERAPY AND ONCOLOGY (2021)

Article Oncology

Disrupting the MYC-TFEB Circuit Impairs Amino Acid Homeostasis and Provokes Metabolic Anergy

Mario R. Fernandez, Franz X. Schaub, Chunying Yang, Weimin Li, Seongseok Yun, Stephanie K. Schaub, Frank C. Dorsey, Min Liu, Meredith A. Steeves, Andrea Ballabio, Alexandar Tzankov, Zhihua Chen, John M. Koomen, Anders E. Berglund, John L. Cleveland

CANCER RESEARCH (2022)

Article Pathology

Clinical and Pathologic Characterization of 94 Radiation-Associated Sarcomas: Our Institutional Experience

Erica Y. Kao, Abbye E. McEwen, James K. Aden, Stephanie K. Schaub, Robert W. Ricciotti, Jose G. Mantilla

Summary: Radiation-associated sarcomas, an uncommon complication of therapeutic radiation, have unclear clinical, pathologic, and genetic characteristics. This study reviewed 94 cases of radiation-associated sarcomas from 1993 to 2018 and compared them with sporadic sarcomas. The findings showed that radiation-associated sarcomas have a wide clinico-pathologic spectrum and tend to be more aggressive.

INTERNATIONAL JOURNAL OF SURGICAL PATHOLOGY (2023)

Review Oncology

Proton Beam Therapy and Photon-Based Magnetic Resonance Image-Guided Radiation Therapy: The Next Frontiers of Radiation Therapy for Hepatocellular Carcinoma

Peter Zaki, Michael D. Chuong, Stephanie K. Schaub, Simon S. Lo, Mariam Ibrahim, Smith Apisarnthanarax

Summary: External beam radiation therapy (EBRT) has become more commonly used in the treatment of hepatocellular carcinoma (HCC) due to advancements in technology and positive clinical outcomes. Innovations in EBRT include improved image guidance, motion management, treatment planning, and techniques such as intensity-modulated radiation therapy (IMRT) and stereotactic body radiation therapy (SBRT).

TECHNOLOGY IN CANCER RESEARCH & TREATMENT (2023)

Article Radiology, Nuclear Medicine & Medical Imaging

Bridging the Radiation Oncology and Diagnostic Radiology Communication Gap: A Survey to Determine Usefulness and Optimal Presentation of Radiotherapy Treatment Plans for Radiologists

Stephanie K. Schaub, Ralph P. Ermoian, Carolyn L. Wang, Ryan B. O'Malley, Edward Y. Kim, William P. Shuman, Kristi Hendrickson, Smith Apisarnthanarax

CURRENT PROBLEMS IN DIAGNOSTIC RADIOLOGY (2020)

Article Oncology

Radiation Therapy Dose Escalation to Clinically Involved Pelvic Sidewall Lymph Nodes in Locally Advanced Rectal Cancer

Pehr E. Hartvigson, Smith Apisarnthanarax, Stephanie Schaub, Stacey Cohen, Greta Bernier, Wui-Jin Koh, Edward Y. Kim

ADVANCES IN RADIATION ONCOLOGY (2019)

Article Oncology

Toward consensus reporting of radiation-induced liver toxicity in the treatment of primary liver malignancies: Defining clinically relevant endpoints

Tobias R. Chapman, Stephen R. Bowen, Stephanie K. Schaub, Rosanna H. Yeung, Sharon W. Kwan, James O. Park, Lei Yu, William P. Harris, Guy E. Johnson, Iris W. Liou, Matthew J. Nyflot, Smith Apisarnthanarax

PRACTICAL RADIATION ONCOLOGY (2018)

Article Oncology

Case reports: Liver abscess after hepatic stereotactic body radiation therapy

Meghan W. Macomber, Stephanie K. Schaub, Smith Apisarnthanarax

PRACTICAL RADIATION ONCOLOGY (2018)

No Data Available