SPECT and CT misregistration reduction in [99mTc]Tc-MAA SPECT/CT for precision liver radioembolization treatment planning
Purpose Respiration and body movement induce misregistration between static [ 99m Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver ratio (TNR) errors for 90 Y radioembolization planning. We aim to alleviate the misregistration between [ 99m Tc]Tc-MAA SPECT and C...
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| Published in | European journal of nuclear medicine and molecular imaging Vol. 50; no. 8; pp. 2319 - 2330 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.07.2023
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1619-7070 1619-7089 |
| DOI | 10.1007/s00259-023-06149-9 |
Cover
| Abstract | Purpose
Respiration and body movement induce misregistration between static [
99m
Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver ratio (TNR) errors for
90
Y radioembolization planning. We aim to alleviate the misregistration between [
99m
Tc]Tc-MAA SPECT and CT using two registration schemes on simulation and clinical data.
Methods
In the simulation study, 70 XCAT phantoms were modeled. The SIMIND Monte Carlo program and OS-EM algorithm were used for projection generation and reconstruction, respectively. Low-dose CT (LDCT) at end-inspiration was simulated for attenuation correction (AC), lungs and liver segmentation, while contrast-enhanced CT (CECT) was simulated for tumor and perfused liver segmentation. In the clinical study, 16 patient data including [
99m
Tc]Tc-MAA SPECT/LDCT and CECT with observed SPECT and CT mismatch were analyzed. Two liver-based registration schemes were studied: SPECT registered to LDCT/CECT and vice versa. Mean count density (MCD) of different volumes-of-interest (VOIs), normalized mutual information (NMI), LSF, TNR, and maximum injected activity (MIA) based on the partition model before and after registration were compared. Wilcoxon signed-rank test was performed.
Results
In the simulation study, compared to before registration, registrations significantly reduced estimation errors of MCD of all VOIs, LSF (Scheme 1: − 100.28%, Scheme 2: − 101.59%), and TNR (Scheme 1: − 7.00%, Scheme 2: − 5.67%), as well as MIA (Scheme 1: − 3.22%, Scheme 2: − 2.40%). In the clinical study, Scheme 1 reduced 33.68% LSF and increased 14.75% TNR, while Scheme 2 reduced 38.88% LSF and increased 6.28% TNR compared to before registration. One patient may change from
90
Y radioembolization untreatable to treatable and other patients may change the MIA up to 25% after registration. NMI between SPECT and CT was significantly increased after registrations in both studies.
Conclusion
Registration between static [
99m
Tc]Tc-MAA SPECT and corresponding CTs is feasible to reduce their spatial mismatch and improve dosimetric estimation. The improvement of LSF is larger than TNR. Our method can potentially improve patient selection and personalized treatment planning for liver radioembolization. |
|---|---|
| AbstractList | PurposeRespiration and body movement induce misregistration between static [99mTc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver ratio (TNR) errors for 90Y radioembolization planning. We aim to alleviate the misregistration between [99mTc]Tc-MAA SPECT and CT using two registration schemes on simulation and clinical data.MethodsIn the simulation study, 70 XCAT phantoms were modeled. The SIMIND Monte Carlo program and OS-EM algorithm were used for projection generation and reconstruction, respectively. Low-dose CT (LDCT) at end-inspiration was simulated for attenuation correction (AC), lungs and liver segmentation, while contrast-enhanced CT (CECT) was simulated for tumor and perfused liver segmentation. In the clinical study, 16 patient data including [99mTc]Tc-MAA SPECT/LDCT and CECT with observed SPECT and CT mismatch were analyzed. Two liver-based registration schemes were studied: SPECT registered to LDCT/CECT and vice versa. Mean count density (MCD) of different volumes-of-interest (VOIs), normalized mutual information (NMI), LSF, TNR, and maximum injected activity (MIA) based on the partition model before and after registration were compared. Wilcoxon signed-rank test was performed.ResultsIn the simulation study, compared to before registration, registrations significantly reduced estimation errors of MCD of all VOIs, LSF (Scheme 1: − 100.28%, Scheme 2: − 101.59%), and TNR (Scheme 1: − 7.00%, Scheme 2: − 5.67%), as well as MIA (Scheme 1: − 3.22%, Scheme 2: − 2.40%). In the clinical study, Scheme 1 reduced 33.68% LSF and increased 14.75% TNR, while Scheme 2 reduced 38.88% LSF and increased 6.28% TNR compared to before registration. One patient may change from 90Y radioembolization untreatable to treatable and other patients may change the MIA up to 25% after registration. NMI between SPECT and CT was significantly increased after registrations in both studies.ConclusionRegistration between static [99mTc]Tc-MAA SPECT and corresponding CTs is feasible to reduce their spatial mismatch and improve dosimetric estimation. The improvement of LSF is larger than TNR. Our method can potentially improve patient selection and personalized treatment planning for liver radioembolization. Respiration and body movement induce misregistration between static [ Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver ratio (TNR) errors for Y radioembolization planning. We aim to alleviate the misregistration between [ Tc]Tc-MAA SPECT and CT using two registration schemes on simulation and clinical data. In the simulation study, 70 XCAT phantoms were modeled. The SIMIND Monte Carlo program and OS-EM algorithm were used for projection generation and reconstruction, respectively. Low-dose CT (LDCT) at end-inspiration was simulated for attenuation correction (AC), lungs and liver segmentation, while contrast-enhanced CT (CECT) was simulated for tumor and perfused liver segmentation. In the clinical study, 16 patient data including [ Tc]Tc-MAA SPECT/LDCT and CECT with observed SPECT and CT mismatch were analyzed. Two liver-based registration schemes were studied: SPECT registered to LDCT/CECT and vice versa. Mean count density (MCD) of different volumes-of-interest (VOIs), normalized mutual information (NMI), LSF, TNR, and maximum injected activity (MIA) based on the partition model before and after registration were compared. Wilcoxon signed-rank test was performed. In the simulation study, compared to before registration, registrations significantly reduced estimation errors of MCD of all VOIs, LSF (Scheme 1: - 100.28%, Scheme 2: - 101.59%), and TNR (Scheme 1: - 7.00%, Scheme 2: - 5.67%), as well as MIA (Scheme 1: - 3.22%, Scheme 2: - 2.40%). In the clinical study, Scheme 1 reduced 33.68% LSF and increased 14.75% TNR, while Scheme 2 reduced 38.88% LSF and increased 6.28% TNR compared to before registration. One patient may change from Y radioembolization untreatable to treatable and other patients may change the MIA up to 25% after registration. NMI between SPECT and CT was significantly increased after registrations in both studies. Registration between static [ Tc]Tc-MAA SPECT and corresponding CTs is feasible to reduce their spatial mismatch and improve dosimetric estimation. The improvement of LSF is larger than TNR. Our method can potentially improve patient selection and personalized treatment planning for liver radioembolization. Purpose Respiration and body movement induce misregistration between static [ 99m Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver ratio (TNR) errors for 90 Y radioembolization planning. We aim to alleviate the misregistration between [ 99m Tc]Tc-MAA SPECT and CT using two registration schemes on simulation and clinical data. Methods In the simulation study, 70 XCAT phantoms were modeled. The SIMIND Monte Carlo program and OS-EM algorithm were used for projection generation and reconstruction, respectively. Low-dose CT (LDCT) at end-inspiration was simulated for attenuation correction (AC), lungs and liver segmentation, while contrast-enhanced CT (CECT) was simulated for tumor and perfused liver segmentation. In the clinical study, 16 patient data including [ 99m Tc]Tc-MAA SPECT/LDCT and CECT with observed SPECT and CT mismatch were analyzed. Two liver-based registration schemes were studied: SPECT registered to LDCT/CECT and vice versa. Mean count density (MCD) of different volumes-of-interest (VOIs), normalized mutual information (NMI), LSF, TNR, and maximum injected activity (MIA) based on the partition model before and after registration were compared. Wilcoxon signed-rank test was performed. Results In the simulation study, compared to before registration, registrations significantly reduced estimation errors of MCD of all VOIs, LSF (Scheme 1: − 100.28%, Scheme 2: − 101.59%), and TNR (Scheme 1: − 7.00%, Scheme 2: − 5.67%), as well as MIA (Scheme 1: − 3.22%, Scheme 2: − 2.40%). In the clinical study, Scheme 1 reduced 33.68% LSF and increased 14.75% TNR, while Scheme 2 reduced 38.88% LSF and increased 6.28% TNR compared to before registration. One patient may change from 90 Y radioembolization untreatable to treatable and other patients may change the MIA up to 25% after registration. NMI between SPECT and CT was significantly increased after registrations in both studies. Conclusion Registration between static [ 99m Tc]Tc-MAA SPECT and corresponding CTs is feasible to reduce their spatial mismatch and improve dosimetric estimation. The improvement of LSF is larger than TNR. Our method can potentially improve patient selection and personalized treatment planning for liver radioembolization. |
| Author | Jiang, Han Sun, Jingzhang Lin, Ko-Han Mok, Greta S. P. Chen, Gefei Lu, Zhonglin |
| Author_xml | – sequence: 1 givenname: Zhonglin surname: Lu fullname: Lu, Zhonglin organization: Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau – sequence: 2 givenname: Gefei surname: Chen fullname: Chen, Gefei organization: Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau – sequence: 3 givenname: Han surname: Jiang fullname: Jiang, Han organization: Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau – sequence: 4 givenname: Jingzhang surname: Sun fullname: Sun, Jingzhang organization: Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau – sequence: 5 givenname: Ko-Han surname: Lin fullname: Lin, Ko-Han email: khlin3@vghtpe.gov.tw organization: Department of Nuclear Medicine, Taipei Veterans General Hospital – sequence: 6 givenname: Greta S. P. orcidid: 0000-0002-2962-2087 surname: Mok fullname: Mok, Greta S. P. email: gretamok@um.edu.mo organization: Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Ministry of Education Frontiers Science Center for Precision Oncology, Faculty of Health Science, University of Macau |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36877236$$D View this record in MEDLINE/PubMed |
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| CitedBy_id | crossref_primary_10_3389_fmed_2023_1171118 crossref_primary_10_1038_s41598_023_30824_4 crossref_primary_10_1039_D4TB00923A crossref_primary_10_2967_jnumed_124_267421 crossref_primary_10_3389_fmed_2023_1246881 |
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| Keywords | Respiratory motion [ Tc]Tc-macroaggregated albumin Registration SPECT/CT [99mTc]Tc-macroaggregated albumin |
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Respiration and body movement induce misregistration between static [
99m
Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and... Respiration and body movement induce misregistration between static [ Tc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal liver... PurposeRespiration and body movement induce misregistration between static [99mTc]Tc-MAA SPECT and CT, causing lung shunting fraction (LSF) and tumor-to-normal... |
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| SubjectTerms | Algorithms Cardiology Computer simulation Dosimetry Embolization, Therapeutic - methods Errors Humans Imaging Liver Liver Neoplasms - diagnostic imaging Liver Neoplasms - radiotherapy Lungs Medicine Medicine & Public Health Microspheres Nuclear Medicine Oncology Original Article Orthopedics Patients Radiology Rank tests Registration Retrospective Studies Segmentation Simulation Single photon emission computed tomography Single Photon Emission Computed Tomography Computed Tomography Technetium Tc 99m Aggregated Albumin Tomography, Emission-Computed, Single-Photon - methods Tumors Yttrium isotopes Yttrium Radioisotopes - therapeutic use |
| Title | SPECT and CT misregistration reduction in [99mTc]Tc-MAA SPECT/CT for precision liver radioembolization treatment planning |
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