Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade

Detalhes bibliográficos
Autor(a) principal: Sousa Pereira, JA
Data de Publicação: 2015
Outros Autores: Rosado, E, Bali, M, Metens, T, Chao, SL
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.17/2640
Resumo: PURPOSE: To explore the role of histogram analysis of apparent diffusion coefficient (ADC) MRI maps based on entire tumor volume data in determining pancreatic neuroendocrine tumor (PNT) grade. METHODS AND MATERIALS: Retrospective evaluation of 22 patients with PNTs included low-grade (G1; n = 15), intermediate-grade (G2; n = 4), and high-grade (G3; n = 3) tumors. Regions of interest containing the lesion were drawn on every section of the ADC map containing the tumor and summated to obtain histograms for entire tumor volume. Calculated histographic parameters included mean ADC (mADC), 5th percentile ADC, 10th percentile ADC, 25th percentile ADC, 50th percentile ADC, 75th percentile ADC (ADC75), 90th percentile ADC (ADC90) and 95th percentile ADC (ADC95), skewness and kurtosis. Histogram parameters were correlated with tumor grade by repeated measures analysis of variance with Tukey-Kramer post hoc comparisons. RESULTS: The mADC, ADC75, ADC90, and ADC95 were significantly higher in G1 tumors (1283 ± 267; 1404 ± 300; 1495 ± 318; 1562 ± 347 × 10(-6) mm(2)/s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 × 10(-6) mm(2)/s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 × 10(-6) mm(2)/s) (p value <0.05). Skewness and kurtosis were significantly different between G1 (0.041 ± 0.466; 2.802 ± 0.679) and G3 (1.01 ± 1.140; 5.963 ± 4.008) tumors (p value <0.05). Tumor volume (mL) was significantly higher on G3 (55 ± 15.7) compared to G1 (1.9 ± 2.7) and G2 (4.5 ± 3.6) tumors (p value <0.05). In this small sample size, we did not detect statistically significant parameters between G2 (n = 4) and G3 (n = 3) tumors. CONCLUSIONS: Histographic analysis of ADC maps on the basis of the entire tumor volume can be useful in differentiating histologic grades of PNTs.
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spelling Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor GradeAdultAgedCarcinoma, NeuroendocrineFemaleHumansImage Interpretation, Computer-AssistedMaleMiddle AgedNeoplasm GradingPancreasPancreatic NeoplasmsReproducibility of ResultsRetrospective StudiesSensitivity and SpecificityMagnetic Resonance ImagingCHLC IMAPURPOSE: To explore the role of histogram analysis of apparent diffusion coefficient (ADC) MRI maps based on entire tumor volume data in determining pancreatic neuroendocrine tumor (PNT) grade. METHODS AND MATERIALS: Retrospective evaluation of 22 patients with PNTs included low-grade (G1; n = 15), intermediate-grade (G2; n = 4), and high-grade (G3; n = 3) tumors. Regions of interest containing the lesion were drawn on every section of the ADC map containing the tumor and summated to obtain histograms for entire tumor volume. Calculated histographic parameters included mean ADC (mADC), 5th percentile ADC, 10th percentile ADC, 25th percentile ADC, 50th percentile ADC, 75th percentile ADC (ADC75), 90th percentile ADC (ADC90) and 95th percentile ADC (ADC95), skewness and kurtosis. Histogram parameters were correlated with tumor grade by repeated measures analysis of variance with Tukey-Kramer post hoc comparisons. RESULTS: The mADC, ADC75, ADC90, and ADC95 were significantly higher in G1 tumors (1283 ± 267; 1404 ± 300; 1495 ± 318; 1562 ± 347 × 10(-6) mm(2)/s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 × 10(-6) mm(2)/s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 × 10(-6) mm(2)/s) (p value <0.05). Skewness and kurtosis were significantly different between G1 (0.041 ± 0.466; 2.802 ± 0.679) and G3 (1.01 ± 1.140; 5.963 ± 4.008) tumors (p value <0.05). Tumor volume (mL) was significantly higher on G3 (55 ± 15.7) compared to G1 (1.9 ± 2.7) and G2 (4.5 ± 3.6) tumors (p value <0.05). In this small sample size, we did not detect statistically significant parameters between G2 (n = 4) and G3 (n = 3) tumors. CONCLUSIONS: Histographic analysis of ADC maps on the basis of the entire tumor volume can be useful in differentiating histologic grades of PNTs.Springer VerlagRepositório do Centro Hospitalar Universitário de Lisboa Central, EPESousa Pereira, JARosado, EBali, MMetens, TChao, SL2017-03-22T13:05:24Z2015-102015-10-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/2640engAbdom Imaging. 2015 Oct;40(8):3122-810.1007/s00261-015-0524-7info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-10T09:38:49Zoai:repositorio.chlc.min-saude.pt:10400.17/2640Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:19:58.970135Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
title Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
spellingShingle Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
Sousa Pereira, JA
Adult
Aged
Carcinoma, Neuroendocrine
Female
Humans
Image Interpretation, Computer-Assisted
Male
Middle Aged
Neoplasm Grading
Pancreas
Pancreatic Neoplasms
Reproducibility of Results
Retrospective Studies
Sensitivity and Specificity
Magnetic Resonance Imaging
CHLC IMA
title_short Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
title_full Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
title_fullStr Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
title_full_unstemmed Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
title_sort Pancreatic Neuroendocrine Tumors: Correlation Between Histogram Analysis of Apparent Diffusion Coefficient Maps and Tumor Grade
author Sousa Pereira, JA
author_facet Sousa Pereira, JA
Rosado, E
Bali, M
Metens, T
Chao, SL
author_role author
author2 Rosado, E
Bali, M
Metens, T
Chao, SL
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório do Centro Hospitalar Universitário de Lisboa Central, EPE
dc.contributor.author.fl_str_mv Sousa Pereira, JA
Rosado, E
Bali, M
Metens, T
Chao, SL
dc.subject.por.fl_str_mv Adult
Aged
Carcinoma, Neuroendocrine
Female
Humans
Image Interpretation, Computer-Assisted
Male
Middle Aged
Neoplasm Grading
Pancreas
Pancreatic Neoplasms
Reproducibility of Results
Retrospective Studies
Sensitivity and Specificity
Magnetic Resonance Imaging
CHLC IMA
topic Adult
Aged
Carcinoma, Neuroendocrine
Female
Humans
Image Interpretation, Computer-Assisted
Male
Middle Aged
Neoplasm Grading
Pancreas
Pancreatic Neoplasms
Reproducibility of Results
Retrospective Studies
Sensitivity and Specificity
Magnetic Resonance Imaging
CHLC IMA
description PURPOSE: To explore the role of histogram analysis of apparent diffusion coefficient (ADC) MRI maps based on entire tumor volume data in determining pancreatic neuroendocrine tumor (PNT) grade. METHODS AND MATERIALS: Retrospective evaluation of 22 patients with PNTs included low-grade (G1; n = 15), intermediate-grade (G2; n = 4), and high-grade (G3; n = 3) tumors. Regions of interest containing the lesion were drawn on every section of the ADC map containing the tumor and summated to obtain histograms for entire tumor volume. Calculated histographic parameters included mean ADC (mADC), 5th percentile ADC, 10th percentile ADC, 25th percentile ADC, 50th percentile ADC, 75th percentile ADC (ADC75), 90th percentile ADC (ADC90) and 95th percentile ADC (ADC95), skewness and kurtosis. Histogram parameters were correlated with tumor grade by repeated measures analysis of variance with Tukey-Kramer post hoc comparisons. RESULTS: The mADC, ADC75, ADC90, and ADC95 were significantly higher in G1 tumors (1283 ± 267; 1404 ± 300; 1495 ± 318; 1562 ± 347 × 10(-6) mm(2)/s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 × 10(-6) mm(2)/s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 × 10(-6) mm(2)/s) (p value <0.05). Skewness and kurtosis were significantly different between G1 (0.041 ± 0.466; 2.802 ± 0.679) and G3 (1.01 ± 1.140; 5.963 ± 4.008) tumors (p value <0.05). Tumor volume (mL) was significantly higher on G3 (55 ± 15.7) compared to G1 (1.9 ± 2.7) and G2 (4.5 ± 3.6) tumors (p value <0.05). In this small sample size, we did not detect statistically significant parameters between G2 (n = 4) and G3 (n = 3) tumors. CONCLUSIONS: Histographic analysis of ADC maps on the basis of the entire tumor volume can be useful in differentiating histologic grades of PNTs.
publishDate 2015
dc.date.none.fl_str_mv 2015-10
2015-10-01T00:00:00Z
2017-03-22T13:05:24Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/2640
url http://hdl.handle.net/10400.17/2640
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Abdom Imaging. 2015 Oct;40(8):3122-8
10.1007/s00261-015-0524-7
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Verlag
publisher.none.fl_str_mv Springer Verlag
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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