Cargando…
Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma
BACKGROUND: Hyperpolarized carbon-13 (HP-(13)C) MRI is a non-invasive imaging technique for probing brain metabolism, which may improve clinical cancer surveillance. This work aimed to characterize the consistency of serial HP-(13)C imaging in patients undergoing treatment for brain tumors and deter...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334458/ https://www.ncbi.nlm.nih.gov/pubmed/32623139 http://dx.doi.org/10.1016/j.nicl.2020.102323 |
_version_ | 1783553938078826496 |
---|---|
author | Autry, Adam W. Gordon, Jeremy W. Chen, Hsin-Yu LaFontaine, Marisa Bok, Robert Van Criekinge, Mark Slater, James B. Carvajal, Lucas Villanueva-Meyer, Javier E. Chang, Susan M. Clarke, Jennifer L. Lupo, Janine M. Xu, Duan Larson, Peder E.Z. Vigneron, Daniel B. Li, Yan |
author_facet | Autry, Adam W. Gordon, Jeremy W. Chen, Hsin-Yu LaFontaine, Marisa Bok, Robert Van Criekinge, Mark Slater, James B. Carvajal, Lucas Villanueva-Meyer, Javier E. Chang, Susan M. Clarke, Jennifer L. Lupo, Janine M. Xu, Duan Larson, Peder E.Z. Vigneron, Daniel B. Li, Yan |
author_sort | Autry, Adam W. |
collection | PubMed |
description | BACKGROUND: Hyperpolarized carbon-13 (HP-(13)C) MRI is a non-invasive imaging technique for probing brain metabolism, which may improve clinical cancer surveillance. This work aimed to characterize the consistency of serial HP-(13)C imaging in patients undergoing treatment for brain tumors and determine whether there is evidence of aberrant metabolism in the tumor lesion compared to normal-appearing tissue. METHODS: Serial dynamic HP [1-(13)C]pyruvate MRI was performed on 3 healthy volunteers (6 total examinations) and 5 patients (21 total examinations) with diffuse infiltrating glioma during their course of treatment, using a frequency-selective echo-planar imaging (EPI) sequence. HP-(13)C imaging at routine clinical timepoints overlapped treatment, including radiotherapy (RT), temozolomide (TMZ) chemotherapy, and anti-angiogenic/investigational agents. Apparent rate constants for [1-(13)C]pyruvate conversion to [1-(13)C]lactate (k(PL)) and [(13)C]bicarbonate (k(PB)) were simultaneously quantified based on an inputless kinetic model within normal-appearing white matter (NAWM) and anatomic lesions defined from (1)H MRI. The inter/intra-subject consistency of k(PL-NAWM) and k(PB-NAWM) was measured in terms of the coefficient of variation (CV). RESULTS: When excluding scans following anti-angiogenic therapy, patient values of k(PL-NAWM) and k(PB-NAWM) were 0.020 s(−1) ± 23.8% and 0.0058 s(−1) ± 27.7% (mean ± CV) across 17 HP-(13)C MRIs, with intra-patient serial k(PL-NAWM)/k(PB-NAWM) CVs ranging 6.8–16.6%/10.6–40.7%. In 4/5 patients, these values (0.018 s(−1) ± 13.4% and 0.0058 s(−1) ± 24.4%; n = 13) were more similar to those from healthy volunteers (0.018 s(−1) ± 5.0% and 0.0043 s(−1) ± 12.6%; n = 6) (mean ± CV). The anti-angiogenic agent bevacizumab was associated with global elevations in apparent rate constants, with maximum k(PL-NAWM) in 2 patients reaching 0.047 ± 0.001 and 0.047 ± 0.003 s(−1) (±model error). In 3 patients with progressive disease, anatomic lesions showed elevated k(PL) relative to k(PL-NAWM) of 0.024 ± 0.001 s(−1) (±model error) in the absence of gadolinium enhancement, and 0.032 ± 0.008, 0.040 ± 0.003 and 0.041 ± 0.009 s(−1) with gadolinium enhancement. The lesion k(PB) in patients was reduced to unquantifiable values compared to k(PB-NAWM). CONCLUSION: Serial measures of HP [1-(13)C]pyruvate metabolism displayed consistency in the NAWM of healthy volunteers and patients. Both k(PL) and k(PB) were globally elevated following bevacizumab treatment, while progressive disease demonstrated elevated k(PL) in gadolinium-enhancing and non-enhancing lesions. Larger prospective studies with homogeneous patient populations are planned to evaluate metabolic changes following treatment. |
format | Online Article Text |
id | pubmed-7334458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-73344582020-07-07 Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma Autry, Adam W. Gordon, Jeremy W. Chen, Hsin-Yu LaFontaine, Marisa Bok, Robert Van Criekinge, Mark Slater, James B. Carvajal, Lucas Villanueva-Meyer, Javier E. Chang, Susan M. Clarke, Jennifer L. Lupo, Janine M. Xu, Duan Larson, Peder E.Z. Vigneron, Daniel B. Li, Yan Neuroimage Clin Regular Article BACKGROUND: Hyperpolarized carbon-13 (HP-(13)C) MRI is a non-invasive imaging technique for probing brain metabolism, which may improve clinical cancer surveillance. This work aimed to characterize the consistency of serial HP-(13)C imaging in patients undergoing treatment for brain tumors and determine whether there is evidence of aberrant metabolism in the tumor lesion compared to normal-appearing tissue. METHODS: Serial dynamic HP [1-(13)C]pyruvate MRI was performed on 3 healthy volunteers (6 total examinations) and 5 patients (21 total examinations) with diffuse infiltrating glioma during their course of treatment, using a frequency-selective echo-planar imaging (EPI) sequence. HP-(13)C imaging at routine clinical timepoints overlapped treatment, including radiotherapy (RT), temozolomide (TMZ) chemotherapy, and anti-angiogenic/investigational agents. Apparent rate constants for [1-(13)C]pyruvate conversion to [1-(13)C]lactate (k(PL)) and [(13)C]bicarbonate (k(PB)) were simultaneously quantified based on an inputless kinetic model within normal-appearing white matter (NAWM) and anatomic lesions defined from (1)H MRI. The inter/intra-subject consistency of k(PL-NAWM) and k(PB-NAWM) was measured in terms of the coefficient of variation (CV). RESULTS: When excluding scans following anti-angiogenic therapy, patient values of k(PL-NAWM) and k(PB-NAWM) were 0.020 s(−1) ± 23.8% and 0.0058 s(−1) ± 27.7% (mean ± CV) across 17 HP-(13)C MRIs, with intra-patient serial k(PL-NAWM)/k(PB-NAWM) CVs ranging 6.8–16.6%/10.6–40.7%. In 4/5 patients, these values (0.018 s(−1) ± 13.4% and 0.0058 s(−1) ± 24.4%; n = 13) were more similar to those from healthy volunteers (0.018 s(−1) ± 5.0% and 0.0043 s(−1) ± 12.6%; n = 6) (mean ± CV). The anti-angiogenic agent bevacizumab was associated with global elevations in apparent rate constants, with maximum k(PL-NAWM) in 2 patients reaching 0.047 ± 0.001 and 0.047 ± 0.003 s(−1) (±model error). In 3 patients with progressive disease, anatomic lesions showed elevated k(PL) relative to k(PL-NAWM) of 0.024 ± 0.001 s(−1) (±model error) in the absence of gadolinium enhancement, and 0.032 ± 0.008, 0.040 ± 0.003 and 0.041 ± 0.009 s(−1) with gadolinium enhancement. The lesion k(PB) in patients was reduced to unquantifiable values compared to k(PB-NAWM). CONCLUSION: Serial measures of HP [1-(13)C]pyruvate metabolism displayed consistency in the NAWM of healthy volunteers and patients. Both k(PL) and k(PB) were globally elevated following bevacizumab treatment, while progressive disease demonstrated elevated k(PL) in gadolinium-enhancing and non-enhancing lesions. Larger prospective studies with homogeneous patient populations are planned to evaluate metabolic changes following treatment. Elsevier 2020-06-24 /pmc/articles/PMC7334458/ /pubmed/32623139 http://dx.doi.org/10.1016/j.nicl.2020.102323 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Autry, Adam W. Gordon, Jeremy W. Chen, Hsin-Yu LaFontaine, Marisa Bok, Robert Van Criekinge, Mark Slater, James B. Carvajal, Lucas Villanueva-Meyer, Javier E. Chang, Susan M. Clarke, Jennifer L. Lupo, Janine M. Xu, Duan Larson, Peder E.Z. Vigneron, Daniel B. Li, Yan Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title | Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title_full | Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title_fullStr | Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title_full_unstemmed | Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title_short | Characterization of serial hyperpolarized (13)C metabolic imaging in patients with glioma |
title_sort | characterization of serial hyperpolarized (13)c metabolic imaging in patients with glioma |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334458/ https://www.ncbi.nlm.nih.gov/pubmed/32623139 http://dx.doi.org/10.1016/j.nicl.2020.102323 |
work_keys_str_mv | AT autryadamw characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT gordonjeremyw characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT chenhsinyu characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT lafontainemarisa characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT bokrobert characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT vancriekingemark characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT slaterjamesb characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT carvajallucas characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT villanuevameyerjaviere characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT changsusanm characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT clarkejenniferl characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT lupojaninem characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT xuduan characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT larsonpederez characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT vignerondanielb characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma AT liyan characterizationofserialhyperpolarized13cmetabolicimaginginpatientswithglioma |