共 39 条
Diagnostic value of baseline 18FDG PET/CT skeletal textural features in follicular lymphoma
被引:17
作者:

Faudemer, Julie
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Caen Univ Hosp, Nucl Med Dept, Caen, France Caen Univ Hosp, Nucl Med Dept, Caen, France

Aide, Nicolas
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Caen Univ Hosp, Nucl Med Dept, Caen, France
Normandy Univ, UNICAEN, INSERM ANTICIPE 1086, Caen, France Caen Univ Hosp, Nucl Med Dept, Caen, France

Gac, Anne-Claire
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Caen Univ Hosp, Haematol Inst, Caen, France Caen Univ Hosp, Nucl Med Dept, Caen, France

Damaj, Ghandi
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Caen Univ Hosp, Haematol Inst, Caen, France Caen Univ Hosp, Nucl Med Dept, Caen, France

Vilque, Jean-Pierre
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UNICANCER, Haematol Inst, Comprehens Canc Ctr Francois Baclesse, Caen, France Caen Univ Hosp, Nucl Med Dept, Caen, France

Lasnon, Charline
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机构:
Normandy Univ, UNICAEN, INSERM ANTICIPE 1086, Caen, France
UNICANCER, Comprehens Canc Ctr Francois Baclesse, Nucl Med Dept, 3 Ave Gen Harris,BP 45026, F-14076 Caen 5, France Caen Univ Hosp, Nucl Med Dept, Caen, France
机构:
[1] Caen Univ Hosp, Nucl Med Dept, Caen, France
[2] Normandy Univ, UNICAEN, INSERM ANTICIPE 1086, Caen, France
[3] Caen Univ Hosp, Haematol Inst, Caen, France
[4] UNICANCER, Haematol Inst, Comprehens Canc Ctr Francois Baclesse, Caen, France
[5] UNICANCER, Comprehens Canc Ctr Francois Baclesse, Nucl Med Dept, 3 Ave Gen Harris,BP 45026, F-14076 Caen 5, France
关键词:
BONE-MARROW INVOLVEMENT;
B-CELL LYMPHOMA;
POSITRON-EMISSION-TOMOGRAPHY;
FDG-PET/CT;
BIOPSY;
CT;
HETEROGENEITY;
PREDICTION;
PARAMETERS;
PROVIDES;
D O I:
10.1038/s41598-021-03278-9
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
At present, F-18-fluorodesoxyglucose ((18)FDG) positron emission tomography (PET)/computed tomography (CT) cannot be used to omit a bone marrow biopsy (BMB) among initial staging procedures in follicular lymphoma (FL). The additional diagnostic value of skeletal textural features on baseline (18)FDG-PET/CT in diffuse large B-cell lymphoma (DLBCL) patients has given promising results. The aim of this study is to evaluate the value of (18)FDG-PET/CT radiomics for the diagnosis of bone marrow involvement (BMI) in FL patients. This retrospective bicentric study enrolled newly diagnosed FL patients addressed for baseline (18)FDG PET/CT. For visual assessment, examinations were considered positive in cases of obvious bone focal uptakes. For textural analysis, the skeleton volumes of interest (VOIs) were automatically extracted from segmented CT images and analysed using LifeX software. BMB and visual assessment were taken as the gold standard: BMB -/PET - patients were considered as bone-(NEGATIVE) patients, whereas BMB +/PET -, BMB -/PET + and BMB +/PET + patients were considered bone-(POSITIVE) patients. A LASSO regression algorithm was used to select features of interest and to build a prediction model. Sixty-six consecutive patients were included: 36 bone-(NEGATIVE) (54.5%) and 30 bone-(POSITIVE) (45.5%). The LASSO regression found variance(_GLCM), correlation(_GLCM), joint entropy(_GLCM) and busyness(_NGLDM) to have nonzero regression coefficients. Based on ROC analysis, a cut-off equal to - 0.190 was found to be optimal for the diagnosis of BMI using PET pred.score. The corresponding sensitivity, specificity, PPV and NPV values were equal to 70.0%, 83.3%, 77.8% and 76.9%, respectively. When comparing the ROC AUCs with using BMB alone, visual PET assessment or PET pred.score, a significant difference was found between BMB versus visual PET assessments (p = 0.010) but not between BMB and PET pred.score assessments (p = 0.097). Skeleton texture analysis is worth exploring to improve the performance of (18)FDG-PET/CT for the diagnosis of BMI at baseline in FL patients.
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CHU Arnaud Villeneuve, CNRS, UMR9214, INSERM,U1046, 371 Ave Doyen Giraud, F-34295 Montpellier 5, France Gui de Chauliac Univ Hosp, Dept Nucl Med, 80 Ave Augustin Fliche, F-34295 Montpellier 5, France
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In Newly Diagnosed Diffuse Large B-Cell Lymphoma, Determination of Bone Marrow Involvement with 18F-FDG PET/CT Provides Better Diagnostic Performance and Prognostic Stratification Than Does Biopsy
[J].
Berthet, Louis
;
Cochet, Alexandre
;
Kanoun, Salim
;
Berriolo-Riedinger, Alina
;
Humbert, Olivier
;
Toubeau, Michel
;
Dygai-Cochet, Inna
;
Legouge, Caroline
;
Casasnovas, Olivier
;
Brunotte, Francois
.
JOURNAL OF NUCLEAR MEDICINE,
2013, 54 (08)
:1244-1250

Berthet, Louis
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Cochet, Alexandre
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France
CNRS, UMR 5158, Le2i, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Kanoun, Salim
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Berriolo-Riedinger, Alina
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Humbert, Olivier
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France
CNRS, UMR 5158, Le2i, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Toubeau, Michel
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Dygai-Cochet, Inna
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Legouge, Caroline
论文数: 0 引用数: 0
h-index: 0
机构:
CHRU, Hop Le Bocage, Dept Clin Hematol, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Casasnovas, Olivier
论文数: 0 引用数: 0
h-index: 0
机构:
CHRU, Hop Le Bocage, Dept Clin Hematol, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France

Brunotte, Francois
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France
CNRS, UMR 5158, Le2i, Dijon, France Ctr Georges Francois Leclerc, Dept Nucl Med, Dijon, France