Diffusion Tensor Imaging for Quantitative Assessment of Anterior Cruciate Ligament Injury Grades and Graft
Background As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear. Purpose To inv...
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Published in | Journal of magnetic resonance imaging Vol. 52; no. 5; pp. 1475 - 1484 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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Hoboken, USA
John Wiley & Sons, Inc
01.11.2020
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Abstract | Background
As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear.
Purpose
To investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery.
Study Type
A cohort study.
Subjects
Thirty‐five patients diagnosed with grades I–IV ACL injuries and 20 volunteers as controls were recruited.
Field Strength/Sequence
T1‐weighted, T2‐weighted, proton density (PD)‐weighted, and DTI at 3.0T MRI.
Assessment
ACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018.
Statistical Tests
Chi‐square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves.
Results
Both fractional anisotropy (FA) (r = −0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low‐ and high‐grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3‐month graft postoperation, as well as in ADC values between 3‐month and 6‐month graft postoperation (P < 0.05).
Data Conclusion
DTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values.
Level of Evidence
1
Technical Efficacy
Stage 3 |
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AbstractList | As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear.
To investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery.
A cohort study.
Thirty-five patients diagnosed with grades I-IV ACL injuries and 20 volunteers as controls were recruited.
T
-weighted, T
-weighted, proton density (PD)-weighted, and DTI at 3.0T MRI.
ACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018.
Chi-square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves.
Both fractional anisotropy (FA) (r = -0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low- and high-grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3-month graft postoperation, as well as in ADC values between 3-month and 6-month graft postoperation (P < 0.05).
DTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values.
1 TECHNICAL EFFICACY: Stage 3. BackgroundAs the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear.PurposeTo investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery.Study TypeA cohort study.SubjectsThirty‐five patients diagnosed with grades I–IV ACL injuries and 20 volunteers as controls were recruited.Field Strength/SequenceT1‐weighted, T2‐weighted, proton density (PD)‐weighted, and DTI at 3.0T MRI.AssessmentACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018.Statistical TestsChi‐square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves.ResultsBoth fractional anisotropy (FA) (r = −0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low‐ and high‐grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3‐month graft postoperation, as well as in ADC values between 3‐month and 6‐month graft postoperation (P < 0.05).Data ConclusionDTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values.Level of Evidence1Technical EfficacyStage 3 As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear.BACKGROUNDAs the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear.To investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery.PURPOSETo investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery.A cohort study.STUDY TYPEA cohort study.Thirty-five patients diagnosed with grades I-IV ACL injuries and 20 volunteers as controls were recruited.SUBJECTSThirty-five patients diagnosed with grades I-IV ACL injuries and 20 volunteers as controls were recruited.T1 -weighted, T2 -weighted, proton density (PD)-weighted, and DTI at 3.0T MRI.FIELD STRENGTH/SEQUENCET1 -weighted, T2 -weighted, proton density (PD)-weighted, and DTI at 3.0T MRI.ACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018.ASSESSMENTACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018.Chi-square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves.STATISTICAL TESTSChi-square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves.Both fractional anisotropy (FA) (r = -0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low- and high-grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3-month graft postoperation, as well as in ADC values between 3-month and 6-month graft postoperation (P < 0.05).RESULTSBoth fractional anisotropy (FA) (r = -0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low- and high-grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3-month graft postoperation, as well as in ADC values between 3-month and 6-month graft postoperation (P < 0.05).DTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values.DATA CONCLUSIONDTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values.1 TECHNICAL EFFICACY: Stage 3.LEVEL OF EVIDENCE1 TECHNICAL EFFICACY: Stage 3. Background As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more valuable measuring tool. However, DTI changes in differing injury grades of ACL and longitudinal graft remain unclear. Purpose To investigate the diagnostic performance of DTI in quantitatively assessing ACL injury severity and the development of ACL grafts within 6 months of surgery. Study Type A cohort study. Subjects Thirty‐five patients diagnosed with grades I–IV ACL injuries and 20 volunteers as controls were recruited. Field Strength/Sequence T1‐weighted, T2‐weighted, proton density (PD)‐weighted, and DTI at 3.0T MRI. Assessment ACL injury grades in arthroscopic images and DTI quantitative data were evaluated from July 2016 to July 2018. Statistical Tests Chi‐square test, analysis of variance, Spearman correlation analysis, and receiver operator characteristic (ROC) curves. Results Both fractional anisotropy (FA) (r = −0.898, P < 0.05) and apparent diffusion coefficient (ADC) (r = 0.851, P < 0.05) were significantly correlated with the severity of ACL injuries. The area under the curve (AUC) values for differentiation between low‐ and high‐grade ACL injuries with FA and ADC were 0.973 and 0.963, respectively. Although there were no significant differences in FA (P > 0.05) and ADC (P > 0.05) between grades I and II ACL injuries or in ADC (P > 0.05) between grades III and IV, there were significant differences in FA and ADC between two grades (P < 0.05). There were significant differences in FA (P < 0.05) and ADC (P < 0.05) between normal ACL and 3‐month graft postoperation, as well as in ADC values between 3‐month and 6‐month graft postoperation (P < 0.05). Data Conclusion DTI could be used to quantitatively evaluate the ACL injury grades and the development of ACL grafts. The diagnostic efficiency of FA values was higher than that of ADC values. Level of Evidence 1 Technical Efficacy Stage 3 |
Author | Zhang, Lu Wu, Shanshan Wang, Fei Luo, Minghui Liu, Jing Chen, Weicui Zhang, Shuixing Liu, Shuyi Pan, Jianke Liu, Xian |
Author_xml | – sequence: 1 givenname: Shuyi surname: Liu fullname: Liu, Shuyi organization: The First Affiliated Hospital of Jinan University – sequence: 2 givenname: Jing surname: Liu fullname: Liu, Jing organization: The First Affiliated Hospital of Jinan University – sequence: 3 givenname: Weicui surname: Chen fullname: Chen, Weicui organization: The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine – sequence: 4 givenname: Lu surname: Zhang fullname: Zhang, Lu organization: The First Affiliated Hospital of Jinan University – sequence: 5 givenname: Shanshan surname: Wu fullname: Wu, Shanshan organization: The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine – sequence: 6 givenname: Fei surname: Wang fullname: Wang, Fei organization: The First Affiliated Hospital of Jinan University – sequence: 7 givenname: Jianke surname: Pan fullname: Pan, Jianke organization: The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine – sequence: 8 givenname: Minghui surname: Luo fullname: Luo, Minghui organization: The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine – sequence: 9 givenname: Xian orcidid: 0000-0002-1662-477X surname: Liu fullname: Liu, Xian email: liuxian74@hotmail.com organization: The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine – sequence: 10 givenname: Shuixing orcidid: 0000-0001-7377-382X surname: Zhang fullname: Zhang, Shuixing email: shui7515@126.com organization: The First Affiliated Hospital of Jinan University |
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CitedBy_id | crossref_primary_10_1002_jmri_27317 crossref_primary_10_1016_j_mri_2022_06_008 crossref_primary_10_1007_s10334_024_01174_7 crossref_primary_10_1007_s10439_023_03420_w crossref_primary_10_1002_jmri_28870 crossref_primary_10_1177_03000605221121954 crossref_primary_10_1007_s11547_025_01973_5 crossref_primary_10_1007_s00256_024_04719_y |
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As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes... As the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes a more... BackgroundAs the need for quantitative assessment of anterior cruciate ligament (ACL) injuries and ACL graft increases, diffusion tensor imaging (DTI) becomes... |
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SubjectTerms | Anisotropy Anterior cruciate ligament Anterior Cruciate Ligament - diagnostic imaging Anterior Cruciate Ligament - surgery Anterior Cruciate Ligament Injuries - diagnostic imaging Anterior Cruciate Ligament Injuries - surgery Cohort Studies Correlation analysis Diagnostic systems Diffusion Diffusion coefficient Diffusion Tensor Imaging Field strength Grafting grafts Humans Injuries Knee Ligaments Magnetic resonance imaging Mathematical analysis Medical imaging Proton density (concentration) Sports injuries Statistical analysis Statistical tests Surgery Tensors Variance analysis |
Title | Diffusion Tensor Imaging for Quantitative Assessment of Anterior Cruciate Ligament Injury Grades and Graft |
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