Pancreatic neuroendocrine tumors: correlation between histogram analysis of apparent diffusion coefficient maps and tumor grade

Detalhes bibliográficos
Autor(a) principal: 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/10400.10/1552
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 per- centile 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 9 10 -6 mm 2 /s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 9 10 -6 mm 2 /s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 9 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 gradeNeoplasias do pâncreasDiagnóstico diferencialImagem de difusão por ressonância magnéticaDiffusion magnetic resonance imagingPancreatic neoplasmsPurpose: 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 per- centile 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 9 10 -6 mm 2 /s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 9 10 -6 mm 2 /s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 9 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.SpringerRepositório do Hospital Prof. Doutor Fernando FonsecaPereira, JARosado, EBali, MMetens, TChao, SL2015-11-24T16:54:01Z2015-01-01T00:00:00Z2015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.10/1552engAbdom Imaging. 2015 Oct;40(8):3122-81432-050910.1007/s00261-015-0524-7metadata only accessinfo: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:RCAAP2022-09-20T15:52:18Zoai:repositorio.hff.min-saude.pt:10400.10/1552Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:52:38.243707Repositório 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
Pereira, JA
Neoplasias do pâncreas
Diagnóstico diferencial
Imagem de difusão por ressonância magnética
Diffusion magnetic resonance imaging
Pancreatic neoplasms
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 Pereira, JA
author_facet 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 Hospital Prof. Doutor Fernando Fonseca
dc.contributor.author.fl_str_mv Pereira, JA
Rosado, E
Bali, M
Metens, T
Chao, SL
dc.subject.por.fl_str_mv Neoplasias do pâncreas
Diagnóstico diferencial
Imagem de difusão por ressonância magnética
Diffusion magnetic resonance imaging
Pancreatic neoplasms
topic Neoplasias do pâncreas
Diagnóstico diferencial
Imagem de difusão por ressonância magnética
Diffusion magnetic resonance imaging
Pancreatic neoplasms
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 per- centile 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 9 10 -6 mm 2 /s) compared to G2 (892 ± 390; 952 ± 381; 1036 ± 384; 1072 ± 374 9 10 -6 mm 2 /s) and to G3 tumors (733 ± 225; 864 ± 284; 1008 ± 288; 1152 ± 192 9 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 2015-11-24T16:54:01Z
2015-01-01T00:00:00Z
2015-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.10/1552
url http://hdl.handle.net/10400.10/1552
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Abdom Imaging. 2015 Oct;40(8):3122-8
1432-0509
10.1007/s00261-015-0524-7
dc.rights.driver.fl_str_mv metadata only access
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dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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