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Article: Investigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy

TitleInvestigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy
Authors
Issue Date2021
PublisherElsevier: Open Access Journals. The Journal's web site is located at http://www.journals.elsevier.com/advances-in-radiation-oncology/
Citation
Advances in Radiation Oncology, 2021, v. 6 n. 3, p. article no. 100666 How to Cite?
AbstractPurpose: Dose to normal lung has commonly been linked with radiation-induced lung toxicity (RILT) risk, but incorporating functional lung metrics in treatment planning may help further optimize dose delivery and reduce RILT incidence. The purpose of this study was to investigate the impact of the dose delivered to functional lung regions by analyzing perfusion (Q), ventilation (V), and combined V/Q single-photon-emission computed tomography (SPECT) dose-function metrics with regard to RILT risk in patients with non-small cell lung cancer (NSCLC) patients who received radiation therapy (RT). Methods and Materials: SPECT images acquired from 88 patients with locally advanced NSCLC before undergoing conventionally fractionated RT were retrospectively analyzed. Dose was converted to the nominal dose equivalent per 2 Gy fraction, and SPECT intensities were normalized. Regional lung segments were defined, and the average dose delivered to each lung region was quantified. Three functional categorizations were defined to represent low-, normal-, and high-functioning lungs. The percent of functional lung category receiving ≥20 Gy and mean functional intensity receiving ≥20 Gy (iV20) were calculated. RILT was defined as grade 2+ radiation pneumonitis and/or clinical radiation fibrosis. A logistic regression was used to evaluate the association between dose-function metrics and risk of RILT. Results: By analyzing V/Q normalized intensities and functional distributions across the population, a wide range in functional capability (especially in the ipsilateral lung) was observed in patients with NSCLC before RT. Through multivariable regression models, global lung average dose to the lower lung was found to be significantly associated with RILT, and Q and V iV20 were correlated with RILT when using ipsilateral lung metrics. Through a receiver operating characteristic analysis, combined V/Q low-function receiving ≥20 Gy (low-functioning V/Q20) in the ipsilateral lung was found to be the best predictor (area under the curce: 0.79) of RILT risk. Conclusions: Irradiation of the inferior lung appears to be a locational sensitivity for RILT risk. The multivariable correlation between ipsilateral lung iV20 and RILT, as well as the association of low-functioning V/Q20 and RILT, suggest that irradiating low-functioning regions in the lung may lead to higher toxicity rates. © 2021 The Authors
Persistent Identifierhttp://hdl.handle.net/10722/301907
ISSN
2020 SCImago Journal Rankings: 0.989
PubMed Central ID
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorOwen, DR-
dc.contributor.authorSun, Y-
dc.contributor.authorBoostra, PS-
dc.contributor.authorMcfariane, M-
dc.contributor.authorViglianti, BL-
dc.contributor.authorBalter, JM-
dc.contributor.authorIssam El, N-
dc.contributor.authorSchipper, MJ-
dc.contributor.authorSchonewolf, CA-
dc.contributor.authorTenHaken, RK-
dc.contributor.authorKong, FMS-
dc.contributor.authorJolly, S-
dc.contributor.authorMatuszak, MM-
dc.date.accessioned2021-08-21T03:28:45Z-
dc.date.available2021-08-21T03:28:45Z-
dc.date.issued2021-
dc.identifier.citationAdvances in Radiation Oncology, 2021, v. 6 n. 3, p. article no. 100666-
dc.identifier.issn2452-1094-
dc.identifier.urihttp://hdl.handle.net/10722/301907-
dc.description.abstractPurpose: Dose to normal lung has commonly been linked with radiation-induced lung toxicity (RILT) risk, but incorporating functional lung metrics in treatment planning may help further optimize dose delivery and reduce RILT incidence. The purpose of this study was to investigate the impact of the dose delivered to functional lung regions by analyzing perfusion (Q), ventilation (V), and combined V/Q single-photon-emission computed tomography (SPECT) dose-function metrics with regard to RILT risk in patients with non-small cell lung cancer (NSCLC) patients who received radiation therapy (RT). Methods and Materials: SPECT images acquired from 88 patients with locally advanced NSCLC before undergoing conventionally fractionated RT were retrospectively analyzed. Dose was converted to the nominal dose equivalent per 2 Gy fraction, and SPECT intensities were normalized. Regional lung segments were defined, and the average dose delivered to each lung region was quantified. Three functional categorizations were defined to represent low-, normal-, and high-functioning lungs. The percent of functional lung category receiving ≥20 Gy and mean functional intensity receiving ≥20 Gy (iV20) were calculated. RILT was defined as grade 2+ radiation pneumonitis and/or clinical radiation fibrosis. A logistic regression was used to evaluate the association between dose-function metrics and risk of RILT. Results: By analyzing V/Q normalized intensities and functional distributions across the population, a wide range in functional capability (especially in the ipsilateral lung) was observed in patients with NSCLC before RT. Through multivariable regression models, global lung average dose to the lower lung was found to be significantly associated with RILT, and Q and V iV20 were correlated with RILT when using ipsilateral lung metrics. Through a receiver operating characteristic analysis, combined V/Q low-function receiving ≥20 Gy (low-functioning V/Q20) in the ipsilateral lung was found to be the best predictor (area under the curce: 0.79) of RILT risk. Conclusions: Irradiation of the inferior lung appears to be a locational sensitivity for RILT risk. The multivariable correlation between ipsilateral lung iV20 and RILT, as well as the association of low-functioning V/Q20 and RILT, suggest that irradiating low-functioning regions in the lung may lead to higher toxicity rates. © 2021 The Authors-
dc.languageeng-
dc.publisherElsevier: Open Access Journals. The Journal's web site is located at http://www.journals.elsevier.com/advances-in-radiation-oncology/-
dc.relation.ispartofAdvances in Radiation Oncology-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.titleInvestigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy-
dc.typeArticle-
dc.identifier.emailKong, FMS: kong0001@hku.hk-
dc.identifier.authorityKong, FMS=rp02508-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1016/j.adro.2021.100666-
dc.identifier.pmid33817412-
dc.identifier.pmcidPMC8010578-
dc.identifier.scopuseid_2-s2.0-85102895491-
dc.identifier.hkuros324244-
dc.identifier.volume6-
dc.identifier.issue3-
dc.identifier.spagearticle no. 100666-
dc.identifier.epagearticle no. 100666-
dc.identifier.isiWOS:000663811200008-
dc.publisher.placeUnited States-

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