Intravoxel Incoherent Motion Magnetic Resonance Imaging for Prediction of Induction Chemotherapy Response in Locally Advanced Hypopharyngeal Carcinoma: Comparison With Model‐Free Dynamic Contrast‐Enhanced Magnetic Resonance Imaging
Background Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast‐enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAH...
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Published in | Journal of magnetic resonance imaging Vol. 54; no. 1; pp. 91 - 100 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Hoboken, USA
John Wiley & Sons, Inc
01.07.2021
Wiley Subscription Services, Inc |
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Abstract | Background
Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast‐enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear.
Purpose
To compare the diagnostic performance of IVIM and model‐free DCE in assessing induction chemotherapy (IC) response in patients with LAHC.
Study Type
Prospective.
Population
Forty‐two patients with LAHC.
Field Strength/Sequence
3.0 T MRI, including IVIM (12 b values, 0–800 seconds/mm2) with a single‐shot echo planar imaging sequence and DCE‐MRI with a volumetric interpolated breath‐hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor.
Assessment
The IVIM‐derived parameters (diffusion coefficient [D], pseudodiffusion coefficient [D*], and perfusion fraction [f]) and DCE‐derived model‐free parameters (Wash‐in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC60], and whole area under enhancement curve [AUCw]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors.
Statistical Tests
The differences of parameters between responders and nonresponders were assessed using Mann–Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves.
Results
Twenty‐three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D*, f, f × D*, and AUCw were significantly higher whereas Wash‐in was lower in responders (all P‐values <0.05). The f × D* outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69–0.93), sensitivity of 79.0% (95% CI: 54.4–93.9), and specificity of 82.6% (95% CI: 61.2–95.0).
Data Conclusion
The IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC.
Level of Evidence
2
Technical Efficacy
Stage 2 |
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AbstractList | BACKGROUNDMultiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear. PURPOSETo compare the diagnostic performance of IVIM and model-free DCE in assessing induction chemotherapy (IC) response in patients with LAHC. STUDY TYPEProspective. POPULATIONForty-two patients with LAHC. FIELD STRENGTH/SEQUENCE3.0 T MRI, including IVIM (12 b values, 0-800 seconds/mm2 ) with a single-shot echo planar imaging sequence and DCE-MRI with a volumetric interpolated breath-hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor. ASSESSMENTThe IVIM-derived parameters (diffusion coefficient [D], pseudodiffusion coefficient [D*], and perfusion fraction [f]) and DCE-derived model-free parameters (Wash-in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC60 ], and whole area under enhancement curve [AUCw ]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors. STATISTICAL TESTSThe differences of parameters between responders and nonresponders were assessed using Mann-Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves. RESULTSTwenty-three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D*, f, f × D*, and AUCw were significantly higher whereas Wash-in was lower in responders (all P-values <0.05). The f × D* outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69-0.93), sensitivity of 79.0% (95% CI: 54.4-93.9), and specificity of 82.6% (95% CI: 61.2-95.0). DATA CONCLUSIONThe IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC. LEVEL OF EVIDENCE2 TECHNICAL EFFICACY: Stage 2. Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear. To compare the diagnostic performance of IVIM and model-free DCE in assessing induction chemotherapy (IC) response in patients with LAHC. Prospective. Forty-two patients with LAHC. 3.0 T MRI, including IVIM (12 b values, 0-800 seconds/mm ) with a single-shot echo planar imaging sequence and DCE-MRI with a volumetric interpolated breath-hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor. The IVIM-derived parameters (diffusion coefficient [D], pseudodiffusion coefficient [D*], and perfusion fraction [f]) and DCE-derived model-free parameters (Wash-in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC ], and whole area under enhancement curve [AUC ]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors. The differences of parameters between responders and nonresponders were assessed using Mann-Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves. Twenty-three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D*, f, f × D*, and AUC were significantly higher whereas Wash-in was lower in responders (all P-values <0.05). The f × D* outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69-0.93), sensitivity of 79.0% (95% CI: 54.4-93.9), and specificity of 82.6% (95% CI: 61.2-95.0). The IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC. 2 TECHNICAL EFFICACY: Stage 2. Background Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast‐enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear. Purpose To compare the diagnostic performance of IVIM and model‐free DCE in assessing induction chemotherapy (IC) response in patients with LAHC. Study Type Prospective. Population Forty‐two patients with LAHC. Field Strength/Sequence 3.0 T MRI, including IVIM (12 b values, 0–800 seconds/mm2) with a single‐shot echo planar imaging sequence and DCE‐MRI with a volumetric interpolated breath‐hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor. Assessment The IVIM‐derived parameters (diffusion coefficient [D], pseudodiffusion coefficient [D*], and perfusion fraction [f]) and DCE‐derived model‐free parameters (Wash‐in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC60], and whole area under enhancement curve [AUCw]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors. Statistical Tests The differences of parameters between responders and nonresponders were assessed using Mann–Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves. Results Twenty‐three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D*, f, f × D*, and AUCw were significantly higher whereas Wash‐in was lower in responders (all P‐values <0.05). The f × D* outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69–0.93), sensitivity of 79.0% (95% CI: 54.4–93.9), and specificity of 82.6% (95% CI: 61.2–95.0). Data Conclusion The IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC. Level of Evidence 2 Technical Efficacy Stage 2 BackgroundMultiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast‐enhanced (DCE) magnetic resonance imaging (MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear.PurposeTo compare the diagnostic performance of IVIM and model‐free DCE in assessing induction chemotherapy (IC) response in patients with LAHC.Study TypeProspective.PopulationForty‐two patients with LAHC.Field Strength/Sequence3.0 T MRI, including IVIM (12 b values, 0–800 seconds/mm2) with a single‐shot echo planar imaging sequence and DCE‐MRI with a volumetric interpolated breath‐hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor.AssessmentThe IVIM‐derived parameters (diffusion coefficient [D], pseudodiffusion coefficient [D*], and perfusion fraction [f]) and DCE‐derived model‐free parameters (Wash‐in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC60], and whole area under enhancement curve [AUCw]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors.Statistical TestsThe differences of parameters between responders and nonresponders were assessed using Mann–Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves.ResultsTwenty‐three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D*, f, f × D*, and AUCw were significantly higher whereas Wash‐in was lower in responders (all P‐values <0.05). The f × D* outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69–0.93), sensitivity of 79.0% (95% CI: 54.4–93.9), and specificity of 82.6% (95% CI: 61.2–95.0).Data ConclusionThe IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC.Level of Evidence2Technical EfficacyStage 2 Background Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the superiority of IVIM over dynamic contrast‐enhanced (DCE) magnetic resonance imaging ( MRI) in locally advanced hypopharyngeal carcinoma (LAHC) remains unclear. Purpose To compare the diagnostic performance of IVIM and model‐free DCE in assessing induction chemotherapy (IC) response in patients with LAHC. Study Type Prospective. Population Forty‐two patients with LAHC. Field Strength/Sequence 3.0 T MRI, including IVIM (12 b values, 0–800 seconds/mm 2 ) with a single‐shot echo planar imaging sequence and DCE‐MRI with a volumetric interpolated breath‐hold examination sequence. IVIM MRI is a commercially available sequence and software for calculation and analysis from vendor. Assessment The IVIM‐derived parameters (diffusion coefficient [ D ], pseudodiffusion coefficient [ D *], and perfusion fraction [ f ]) and DCE‐derived model‐free parameters (Wash‐in, time to maximum enhancement [Tmax], maximum enhancement [Emax], area under enhancement curve [AUC] over 60 seconds [AUC 60 ], and whole area under enhancement curve [AUC w ]) were measured. At the end of IC, patients with complete or partial response were classified as responders according to the Response Evaluation Criteria in Solid Tumors. Statistical Tests The differences of parameters between responders and nonresponders were assessed using Mann–Whitney U tests. The performance of parameters for predicting IC response was evaluated by the receiver operating characteristic curves. Results Twenty‐three (54.8%) patients were classified as responders. Compared with nonresponders, the perfusion parameters D *, f , f × D *, and AUC w were significantly higher whereas Wash‐in was lower in responders (all P ‐values <0.05). The f × D * outperformed other parameters, with an AUC of 0.84 (95% confidence interval [CI]: 0.69–0.93), sensitivity of 79.0% (95% CI: 54.4–93.9), and specificity of 82.6% (95% CI: 61.2–95.0). Data Conclusion The IVIM MRI technique may noninvasively help predict the IC response before treatment in patients with LAHC. Level of Evidence 2 Technical Efficacy Stage 2 |
Author | Chen, Haixiong Lin, Shaojia Ouyang, Fusheng Ouyang, Lizhu Guo, Baoliang Huang, Xiyi Hu, Qiu‐gen Liu, Ziwei Zhang, Rong Yang, Shao‐min Guo, Tiandi |
Author_xml | – sequence: 1 givenname: Baoliang surname: Guo fullname: Guo, Baoliang organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 2 givenname: Fusheng surname: Ouyang fullname: Ouyang, Fusheng organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 3 givenname: Lizhu surname: Ouyang fullname: Ouyang, Lizhu organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 4 givenname: Xiyi surname: Huang fullname: Huang, Xiyi organization: Medical University – sequence: 5 givenname: Tiandi surname: Guo fullname: Guo, Tiandi organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 6 givenname: Shaojia surname: Lin fullname: Lin, Shaojia organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 7 givenname: Ziwei surname: Liu fullname: Liu, Ziwei organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 8 givenname: Rong surname: Zhang fullname: Zhang, Rong organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 9 givenname: Shao‐min surname: Yang fullname: Yang, Shao‐min organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 10 givenname: Haixiong surname: Chen fullname: Chen, Haixiong organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) – sequence: 11 givenname: Qiu‐gen orcidid: 0000-0003-1099-0098 surname: Hu fullname: Hu, Qiu‐gen email: qiugenhu@126.com organization: Southern Medical University (The First People's Hospital of Shunde, Foshan) |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33576125$$D View this record in MEDLINE/PubMed |
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Keywords | dynamic contrast-enhanced MR imaging hypopharyngeal carcinoma induction chemotherapy treatment response intra-voxel incoherent motion |
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Notes | Baoliang Guo, Fusheng Ouyang, Lizhu Ouyang, and Xiyi Huang contributed equally as first authors. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
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Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However,... Multiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the... BackgroundMultiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the... BACKGROUNDMultiparametric intravoxel incoherent motion (IVIM) provides diffusion and perfusion information for the treatment prediction of cancer. However, the... |
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SubjectTerms | Cancer Chemotherapy Confidence intervals Diffusion coefficient dynamic contrast‐enhanced MR imaging Field strength hypopharyngeal carcinoma induction chemotherapy intra‐voxel incoherent motion Magnetic induction Magnetic resonance imaging Mathematical models Medical imaging Parameters Perfusion Population studies Resonance Solid tumors Statistical analysis Statistical tests Throat cancer treatment response Tumors |
Title | Intravoxel Incoherent Motion Magnetic Resonance Imaging for Prediction of Induction Chemotherapy Response in Locally Advanced Hypopharyngeal Carcinoma: Comparison With Model‐Free Dynamic Contrast‐Enhanced Magnetic Resonance Imaging |
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