Aumento de la confianza en la interpretación del PET con 18F-Florbetaben: “machine learning” basado en la aproximación cuantitativa / Increasing the confidence of 18F-florbetaben PET interpretations: Machine learning quantitative approximation

Objetivo: Determinar el valor a-adido de los parámetros semicuantitativos en el análisis visual y estudiar los patrones del depósito cerebral de 18F-Florbetaben. Material y métodos: Análisis retrospectivo de pacientes con deterioro cognitivo leve o demencia de origen incierto procedentes de un estudio multicentrico. Los PET con 18F-Florbetaben fueron interpretados de forma visual por dos observadores independientes, analizando las regiones “diana” con la finalidad de calcular el acuerdo interobservador. Se realizó análisis semicuantitativo de todas las regiones corticales con respecto a tres regiones de referencia para obtener índices de captación (SUVRs). Se analizó la capacidad de los SUVRs para predecir el resultado de la interpretación visual, la posibilidad de depósito preferencial del radiotrazador en algunas regiones “diana” así como las diferencias interhemisféricas. Resultados: Se evaluaron 135 pacientes. En la valoración visual, 72 estudios se clasificaron como positivos. El acuerdo interobservador fue excelente. Todos los SUVRs fueron significativamente superiores en pacientes con PET positivos con respecto a los negativos. Las regiones corticales correspondientes al área prefrontal y al cingulado posterior mostraron la mejor correlación con la evaluación visual, seguidas por la valoración integrada cortical. Usando análisis de ROC, los SUVRs obtenidos en las mismas regiones “diana” mostraron la mejor capacidad diagnóstica. Conclusiones: La información obtenida de las regiones “diana” parece ser de ayuda en la clasificación visual, basado en un depósito preferencial de amiloide, lo que permitiría el “machine learning”. El depósito de amiloide, aunque difuso en todas las regiones corticales, parece no ser uniforme ni simétrico (AU)

Aim: To assess the added value of semiquantitative parameters on the visual assessment and to study the patterns of 18F-Florbetaben brain deposition. Materials and methods: Retrospective analysis of multicenter study performed in patients with mild cognitive impairment or dementia of uncertain origin. 18F-Florbetaben PET scans were visually interpreted by two experienced observers, analyzing target regions in order to calculate the interobserver agreement. Semiquantification of all cortical regions with respect to three reference regions was performed to obtain standardized uptake value ratios (SUVRs). The ability of SUVRs to predict the visual evaluation, the possibility of preferential radiotracer deposition in some target regions and interhemisphere differenceswere analyzed. Results: 135 patients were evaluated. In the visual assessment, 72 were classified as positive. Interobserver agreement was excellent. All SUVRs were significantly higher in positive PET scans than in negative ones. Prefrontal area and posterior cingulate were the cortical regions with the best correlations with the visual evaluation, followed by the composite region. Using ROC analysis, the SUVRs obtained in same target locations showed the best diagnostic performance. Conclusions: The derived information from target regions seems to help the visual classification, based on a preferential amyloid deposit, allowing machine learning. The amyloid deposit, although diffuse in all cortical regions, seems not to be uniform and symmetric (AU)

Metodología de la gammagrafía con leucocitos marcados en el diagnóstico de infección osteoarticular protésica/no protésica: ¿análisis visual o semicuantitativo? ¿Protocolo de uno o 2 días? / Diagnostic methodology in labelled leukocyte scan for prosthetic / non-prosthetic osteoarticular infection: Visual or semi-quantitative analysis? One- or two-day protocol?

Objetivo: Como hay poca literatura sobre el tema, nos propusimos comparar la utilidad diagnóstica del análisis semicuantitativo versus el análisis visual en la escintigrafía de glóbulos blancos etiquetados (WBCS) para la infección osteoarticular. Se evaluaron protocolos de uno y dos días, en particular en los dispositivos ortopédicos.Material y métodos: Estudio prospectivo de 79 pacientes consecutivos con sospecha de infección osteoarticular. En todos los pacientes, la SCBM se realizó a los 30 min, 4 h, 8 h y 24 h. Las imágenes se analizaron agrupándolas en dos protocolos: protocolo de un día (los expertos evaluaron imágenes planas de 30 min, 4 h y 8 h) y protocolo de dos días (los expertos evaluaron imágenes planas de 30 min, 4 h y 24 h). Las imágenes planas se interpretaron cualitativa y semicuantitativamente y también se compararon agrupando a los pacientes con y sin dispositivos ortopédicos. Para determinar qué valor de corte de la variación porcentual podía predecir la infección osteoarticular, se calcularon múltiples valores de corte en ambos protocolos a partir del índice de Youden. Tres lectores ciegos analizaron las imágenes.Resultados: Comparando el diagnóstico final, el análisis visual del protocolo de un día proporcionó mejores resultados con una sensibilidad del 95,5%, una especificidad del 93% y una precisión diagnóstica del 93,7% (p < 0,01) que el protocolo de dos días con valores del 86,4%, 94,7% y 92,4%, respectivamente (p < 0,01). Para el análisis semicuantitativo, el protocolo de un día también obtuvo mejores resultados con una sensibilidad del 72,7%, una especificidad del 78,9% y una precisión del 77,2% (p < 0,01) que el protocolo de dos días (sin resultados significativos; p = 0,14), especialmente en el grupo de pacientes con aparatos ortopédicos (sensibilidad del 100%, especificidad del 79,5% y precisión del 82,7%; p < 0,01)

Objective: As scarce literature on the topic is available, we aimed to compare diagnostic utility of semi-quantitative versus visual analysis in labelled white blood cell scintigraphy (WBCS) for osteoarticular infection. One-day and two-day protocols were assessed, particularly in orthopaedic devices.Material and methods: Prospective study of 79 consecutive patients with suspected osteoarticular infection. In all patients, WBCS were performed at 30min, 4h, 8h and 24h. Images were analysed by grouping in two protocols: one-day-protocol (experts evaluated 30min, 4h and 8h planar images) and two-day-protocol (experts evaluated 30min, 4h and 24h planar images). Planar images were interpreted qualitative and semiquantitatively and also were compared grouping patients with and without orthopaedic devices. To find which cut-off value of the percentage variation could predict of osteoarticular infection, multiple cut-off values were calculated in both protocols from the Youden index. Three blinded readers analysed the images.Results: Comparing final diagnosis visual analysis of the one-day-protocol provided better results with sensitivity of 95.5%, specificity of 93% and diagnostic accuracy of 93.7% (P<.01) than the two-day-protocol with values of 86.4%, 94.7% and 92.4%, respectively (P<.01). For semi-quantitative analysis, the one-day-protocol also obtained better results with sensitivity of 72.7%, specificity of 78.9% and accuracy of 77.2% (P<.01) than two-day-protocol (no significant results; P=.14), especially in the group of patients with orthopaedic devices (sensitivity of 100%, specificity of 79.5% and accuracy of 82.7%; P<.01).Conclusions: Most accurate approach in the diagnosis of osteoarticular infection corresponded to visual analysis in one-day-protocol that showed greater sensitivity and specificity than semi-quantitative analysis. Semi-quantitative analysis only could be useful when visual analysis is doubtful

Diagnostic methodology in labelled leukocyte scan for prosthetic / non-prosthetic osteoarticular infection: Visual or semi-quantitative analysis? One- or two-day protocol? / Metodología de la gammagrafía con leucocitos marcados en el diagnóstico de infección osteoarticular protésica/no protésica: ¿análisis visual o semicuantitativo? ¿Protocolo de uno o 2 días?

OBJECTIVE: As scarce literature on the topic is available, we aimed to compare diagnostic utility of semi-quantitative versus visual analysis in labelled white blood cell scintigraphy (WBCS) for osteoarticular infection. One-day and two-day protocols were assessed, particularly in orthopaedic devices. MATERIAL AND METHODS: Prospective study of 79 consecutive patients with suspected osteoarticular infection. In all patients, WBCS were performed at 30min, 4h, 8h and 24h. Images were analysed by grouping in two protocols: one-day-protocol (experts evaluated 30min, 4h and 8h planar images) and two-day-protocol (experts evaluated 30min, 4h and 24h planar images). Planar images were interpreted qualitative and semiquantitatively and also were compared grouping patients with and without orthopaedic devices. To find which cut-off value of the percentage variation could predict of osteoarticular infection, multiple cut-off values were calculated in both protocols from the Youden index. Three blinded readers analysed the images. RESULTS: Comparing final diagnosis visual analysis of the one-day-protocol provided better results with sensitivity of 95.5%, specificity of 93% and diagnostic accuracy of 93.7% (P<.01) than the two-day-protocol with values of 86.4%, 94.7% and 92.4%, respectively (P<.01). For semi-quantitative analysis, the one-day-protocol also obtained better results with sensitivity of 72.7%, specificity of 78.9% and accuracy of 77.2% (P<.01) than two-day-protocol (no significant results; P=.14), especially in the group of patients with orthopaedic devices (sensitivity of 100%, specificity of 79.5% and accuracy of 82.7%; P<.01). CONCLUSIONS: Most accurate approach in the diagnosis of osteoarticular infection corresponded to visual analysis in one-day-protocol that showed greater sensitivity and specificity than semi-quantitative analysis. Semi-quantitative analysis only could be useful when visual analysis is doubtful. In patients with joint prostheses, an increase in percentage variation above 9% obtained maximum sensitivity and negative predictive value.

Segmentación de gliomas con PET/TC con 18F-fluorocolina. Estudio multiaproximación / Segmentation of gliomas in 18F-fluorocholine PET/CT. A multiapproach study

OBJETIVO: El objetivo fue doble, valorar el acuerdo interobservador en la segmentación tumoral y la búsqueda de una metodología fiable y aplicable en la segmentación de gliomas usando PET/TC con 18F-fluorocolina. MATERIAL Y MÉTODOS: Se incluyeron 25 pacientes con glioma, procedentes de un estudio prospectivo no randomizado (Functional and Metabolic Glioma Analysis). Se analizó la variabilidad interobservador usando umbrales fijos. Diferentes estrategias se emplearon en la segmentación. Primero, se realizó una segmentación semiautomática, seleccionando el mejor umbral del SUVmáx-% para cada lesión. Posteriormente, se determinó una variable del SUVmáx-% dependiente del SUVmáx. Finalmente se realizó una segmentación usando un valor de umbral fijo de SUVmáx. Para ello, se realizó un muestreo de 10 regiones de interés (ROI de 2,8cm2) localizadas en cerebro normal. El valor superior obtenido de la media del muestreo+/-3 desviaciones estándar se usó como valor de corte. Todos los procedimientos fueron testados y clasificados como válidos o no en la segmentación tumoral en consenso por dos observadores. RESULTADOS: En la segmentación piloto, la media+/-DE del SUVmáx, SUVmedio y el umbral del SUVmáx-% fue de 3,64+/-1,77; 1,32+/-0,57 y 2,132+/-8,39, respectivamente. El valor óptimo del umbral SUVmáx-% mostró una asociación significativa con el SUVmáx (Pearson=-0,653; p = 0,002). Sin embargo, el modelo de regresión lineal del total de la muestra no fue bueno lo que justificó la división de la misma en dos grupos homogéneos, definiendo dos fórmulas para predecir el umbral del SUVmáx-%. Para el tercer procedimiento, el valor obtenido de la media SUVmáx+3 DE fue de 0,33. Este valor permitió segmentar correctamente una elevada proporción de casos, aunque no todos. CONCLUSIÓN: Se encontró una gran variabilidad interobservador en la segmentación tumoral. Ninguno de los métodos fue capaz de segmentar correctamente todos los gliomas probablemente debido a la amplia heterogeneidad en la PET/TC con 18F-fluorocolina

AIM: Our aim was two-fold, to study the interobserver agreement in tumour segmentation and to search for a reliable methodology to segment gliomas using 18F-fluorocholine PET/CT. METHODS: 25 patients with glioma, from a prospective and non-randomized study (Functional and Metabolic Glioma Analysis), were included. Interobserver variability in tumour segmentation was assessed using fixed thresholds. Different strategies were used to segment the tumours. First, a semi-automatic tumour segmentation was performed, selecting the best SUVmax-% threshold for each lesion. Next we determined a variable SUVmax-% depending on the SUVmax. Finally a segmentation using a fixed SUVmax threshold was performed. To do so, a sampling of 10 regions of interest (ROI of 2.8cm2) located in the normal brain was performed. The upper value of the sample mean SUVmax+/-3 SD was used as cut-off. All procedures were tested and classified as effective or not for tumour segmentation by two observer's consensus. RESULTS: In the pilot segmentation, the mean+/-SD of SUVmax, SUVmean and optimal SUVmax-% threshold were: 3.64+/-1.77, 1.32+/-0.57 and 21.32+/-8.39, respectively. Optimal SUVmax-% threshold showed a significant association with the SUVmax (Pearson=−0.653, p=.002). However, the linear regression model for the total sample was not good, that supported the division in two homogeneous groups, defining two formulas for predicting the optimal SUVmax-% threshold. As to the third procedure, the obtained value for the mean SUVmax background+3 SD was 0.33. This value allowed segmenting correctly a significant fraction of tumours, although not all. CONCLUSION: A great interobserver variability in the tumour segmentation was found. None of the methods was able to segment correctly all the gliomas, probably explained by the wide tumour heterogeneity on 18F-fluorocholine PET/CT

Segmentation of gliomas in 18F-fluorocholine PET/CT. A multiapproach study. / Segmentación de gliomas con PET/TC con 18F-fluorocolina. Estudio multiaproximación.

AIM: Our aim was two-fold, to study the interobserver agreement in tumour segmentation and to search for a reliable methodology to segment gliomas using 18F-fluorocholine PET/CT. METHODS: 25 patients with glioma, from a prospective and non-randomized study (Functional and Metabolic Glioma Analysis), were included.Interobserver variability in tumour segmentation was assessed using fixed thresholds. Different strategies were used to segment the tumours. First, a semi-automatic tumour segmentation was performed, selecting the best SUVmax-% threshold for each lesion. Next we determined a variable SUVmax-% depending on the SUVmax. Finally a segmentation using a fixed SUVmax threshold was performed. To do so, a sampling of 10 regions of interest (ROI of 2.8cm2) located in the normal brain was performed. The upper value of the sample mean SUVmax±3 SD was used as cut-off. All procedures were tested and classified as effective or not for tumour segmentation by two observer's consensus. RESULTS: In the pilot segmentation, the mean±SD of SUVmax, SUVmean and optimal SUVmax-% threshold were: 3.64±1.77, 1.32±0.57 and 21.32±8.39, respectively. Optimal SUVmax-% threshold showed a significant association with the SUVmax (Pearson=-0.653, p=.002). However, the linear regression model for the total sample was not good, that supported the division in two homogeneous groups, defining two formulas for predicting the optimal SUVmax-% threshold. As to the third procedure, the obtained value for the mean SUVmax background+3 SD was 0.33. This value allowed segmenting correctly a significant fraction of tumours, although not all. CONCLUSION: A great interobserver variability in the tumour segmentation was found. None of the methods was able to segment correctly all the gliomas, probably explained by the wide tumour heterogeneity on 18F-fluorocholine PET/CT.

Medidas de heterogeneidad global y esfericidad con 18F-FDG PET/TC en el cáncer de mama: relación con la biología tumoral, valor predictivo y pronóstico / Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer

OBJETIVO: Determinar la relación de las medidas de heterogeneidad global y la esfericidad tumoral obtenidas en 18F-FDG PET/TC con variables biológicas, así como su papel predictivo y pronóstico en pacientes con cáncer de mama localmente avanzado (CMLA). MATERIAL Y MÉTODOS: Se incluyeron 68 pacientes con CMLA, con indicación de tratamiento neoadyuvante (TNA) y18F-FDG PET/TC basal procedentes de un estudio prospectivo multicéntrico en curso. Se determinó el perfil inmunohistoquímico [receptores de estrógenos (RE) y de progesterona (RP), expresión del oncogén HER-2, índice de proliferación Ki-67 y grado histológico tumoral], la respuesta al TNA, la supervivencia global (SG) y la supervivencia libre de enfermedad (SLE). Se realizó la segmentación tridimensional de las lesiones, obteniendo variables SUV, volumétricas y de heterogeneidad global, así como la esfericidad. También se analizó la correlación entre los resultados obtenidos con el perfil inmunohistoquímico, la respuesta a la quimioterapia neoadyuvante (QN) y la supervivencia, tanto global (SG) como libre de enfermedad (SLE). RESULTADOS: De las pacientes incluidas, 62 recibieron QN, respondiendo a este solo 18.13 pacientes recidivaron y 11 fallecieron durante el seguimiento. Los tumores que no expresaron RE tuvieron un COV inferior (p = 0,018), así como los de Ki-67 alto (p = 0,001) y los de fenotipo de alto riesgo (p = 0,033) frente al resto. Ninguna variable PET mostró asociación con la respuesta a la QN ni con la SG. La esfericidad y el índice SUVmedio/SUVmáx se relacionaron con la SLE de forma inversa (p = 0,041 y p = 0,055, respectivamente) de modo que, por cada décima que aumenta la esfericidad, el riesgo de recurrencia disminuye en un 37%. CONCLUSIONES: Los tumores de mama localmente avanzados incluidos en nuestra muestra se comportaron como lesiones homogéneas y esféricas. Los de mayor volumen se asociaron con menor esfericidad. Las variables de heterogeneidad global y la esfericidad no parecen tener un papel predictivo en la respuesta a la QN ni en la SG. Los tumores más esféricos y con menor variación en la intensidad de gris entre los vóxeles mostraron un menor riesgo de recurrencia

AIM: To analyze the relationship between measurements of global heterogeneity, obtained from 18F-FDG PET/CT, with biological variables, and their predictive and prognostic role in patients with locally advanced breast cancer (LABC). MATERIAL AND METHODS: 68 patients from a multicenter and prospective study, with LABC and a baseline 18F-FDG PET/CT were included. Immunohistochemical profile [estrogen receptors (ER) and progesterone receptors (PR), expression of the HER-2 oncogene, Ki-67 proliferation index and tumor histological grade], response to neoadjuvant chemotherapy (NC), overall survival (OS) and disease-free survival (DFS) were obtained as clinical variables. Three-dimensional segmentation of the lesions, providing SUV, volumetric [metabolic tumor volume (MTV) and total lesion glycolysis (TLG)] and global heterogeneity variables [coefficient of variation (COV) and SUVmean/SUVmax ratio], as well as sphericity was performed. The correlation between the results obtained with the immunohistochemical profile, the response to NC and survival was also analyzed. RESULTS: Of the patients included, 62 received NC. Only 18 responded.13 patients relapsed and 11 died during follow-up. ER negative tumors had a lower COV (p = 0.018) as well as those with high Ki-67 (p = 0.001) and high risk phenotype (p = 0.033) compared to the rest. No PET variable showed association with the response to NC nor OS. There was an inverse relationship between sphericity with DFS (p = 0.041), so, for every tenth that sphericity increases, the risk of recurrence decreases by 37%. CONCLUSIONS: Breast tumors in our LABC dataset behaved as homogeneous and spherical lesions. Larger volumes were associated with a lower sphericity. Global heterogeneity variables and sphericity do not seem to have a predictive role in response to NC nor in OS. More spherical tumors with less variation in gray intensity between voxels showed a lower risk of recurrence

Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer. / Medidas de heterogeneidad global y esfericidad con 18F-FDG PET/TC en el cáncer de mama: relación con la biología tumoral, valor predictivo y pronóstico.

AIM: To analyze the relationship between measurements of global heterogeneity, obtained from 18F-FDG PET/CT, with biological variables, and their predictive and prognostic role in patients with locally advanced breast cancer (LABC). MATERIAL AND METHODS: 68 patients from a multicenter and prospective study, with LABC and a baseline 18F-FDG PET/CT were included. Immunohistochemical profile [estrogen receptors (ER) and progesterone receptors (PR), expression of the HER-2 oncogene, Ki-67 proliferation index and tumor histological grade], response to neoadjuvant chemotherapy (NC), overall survival (OS) and disease-free survival (DFS) were obtained as clinical variables. Three-dimensional segmentation of the lesions, providing SUV, volumetric [metabolic tumor volume (MTV) and total lesion glycolysis (TLG)] and global heterogeneity variables [coefficient of variation (COV) and SUVmean/SUVmax ratio], as well as sphericity was performed. The correlation between the results obtained with the immunohistochemical profile, the response to NC and survival was also analyzed. RESULTS: Of the patients included, 62 received NC. Only 18 responded. 13 patients relapsed and 11 died during follow-up. ER negative tumors had a lower COV (p=0.018) as well as those with high Ki-67 (p=0.001) and high risk phenotype (p=0.033) compared to the rest. No PET variable showed association with the response to NC nor OS. There was an inverse relationship between sphericity with DFS (p=0.041), so, for every tenth that sphericity increases, the risk of recurrence decreases by 37%. CONCLUSIONS: Breast tumors in our LABC dataset behaved as homogeneous and spherical lesions. Larger volumes were associated with a lower sphericity. Global heterogeneity variables and sphericity do not seem to have a predictive role in response to NC nor in OS. More spherical tumors with less variation in gray intensity between voxels showed a lower risk of recurrence.

Association of laboratory and radiologic parameters in the diagnosis of acute cholecystitis. / Asociación de parámetros analíticos y radiológicos en el diagnóstico de la colecistitis aguda.

INTRODUCTION AND OBJECTIVES: There is currently more evidence suggesting that early surgery should be the treatment of choice for acute calculous cholecystitis, although initial conservative treatment is also reported to be safe. Treatment decision depends on the conditions of the patient, surgical experience, and hospital infrastructure, given that early surgery cannot always be carried out. The aim of the present study was to correlate C-reactive protein values with other variables to determine those situations in which surgery cannot be delayed. MATERIALS AND METHODS: A retrospective study was conducted on patients admitted to the hospital from the emergency service with the diagnosis of acute calculous cholecystitis. The patients were divided into 2groups: 1) patients that required urgent cholecystectomy and 2) patients that responded well to conservative medical treatment and later underwent deferred cholecystectomy. RESULTS: A total of 238 patients (♂ 54.6%, ♀ 45.4%) were analyzed. Urgent surgery was performed on 158 patients, whereas the remaining 80 patients were released from the hospital following conservative treatment. The odds ratio of gangrenous cholecystitis presenting in acute cholecystitis for C-reactive protein was calculated in the logistic regression analysis, obtaining an OR of 1.088 and a 95% CI of 1.031-1.121. CONCLUSION: In patients diagnosed with acute calculous cholecystitis, the combination of elevated values of C-reactive protein levels, gallbladder wall thickness, and number of leukocytes was correlated with less favorable clinical and gallbladder histologic states, resulting in a greater need for urgent surgical treatment.

Baseline 18F-Fluorocholine PET/CT and bone scan in the outcome prediction of patients treated with radium 223 dichloride.

AIM: To establish the utility of baseline 18F-Fluorocholine (FCH) PET/CT and bone scintigraphy (BS) in the outcome prediction of patients with castration-resistant prostate cancer and bone metastases (CRPC-BM) treated with 223Ra. METHODS: Prospective, multicenter and non-randomized study (ChoPET-Rad study). FCH PET/CT and BS were performed before the initiation of 223Ra (basal FCH PET/CT and BS). Bone disease was classified attending the number of lesions in baseline BS and PET/CT. FCH PET/CT was semiquantitatively evaluated. Gleason score, baseline levels of prostate-specific antigen (PSA), alkaline phosphatase and lactate dehydrogenase were determined. Progression-free survival (PFS) and overall survival (OS) since the onset of 223Ra treatment was calculated. PFS was defined by PSA rising. Relations between clinical and imaging variables with PFS and OS were evaluated by Pearson, Mann-Whitney tests and Kapplan-Meier analysis. Univariate and multivariate Cox regression analysis was performed. RESULTS: Forty patients were evaluated. The median PFS and OS were of 3.0 ± 2.3 and 23.0 ± 4.2 months, respectively. 33 patients progressed and 13 died during the follow-up. The extension of the bone disease by FCH PET/CT (p = 0.011, χ2 = 10.63), BS (p = 0.044, χ2 = 8.04), SUVmax (p = 0.012) and average SUVmax (p = 0.014) were related to OS. No significant association was found for the PFS. ROC analysis revealed significant association of SUVmax, average SUVmax and basal PSA with OS. Only therapeutic failure was associated with OS in the multivariate analysis (HR = 3.6, p = 0.04). CONCLUSION: FCH PET/CT and BS had prognostic aim in the prediction of OS. None clinical or imaging variable was able to predict the PFS, probably due to the high rate of progressive disease.

18F-FDG PET/TC con contraste intravenoso en el seguimiento estandarizado de pacientes con linfoma / 18F-FDG PET/contrast enhanced CT in the standard follow-up of patients with lymphoma

Objetivo. Valorar la capacidad diagnóstica de la 18F-FDG PET/TC con contraste intravenoso (PET/TCciv) en la detección de recidivas asintomáticas de pacientes con linfoma. Material y métodos. Se realizó una PET/TCciv en pacientes con linfoma para seguimiento estandarizado y en remisión completa clínica. Tanto la 18F-FDG PET como la TCciv fueron evaluadas de forma independiente por 2 observadores y clasificadas como positiva o negativa para recurrencia. Adicionalmente se realizó una valoración combinada de ambas exploraciones. El diagnóstico final se estableció por análisis histopatológico o seguimiento clínico superior a 6 meses. Se calcularon los parámetros diagnósticos estadísticos y los niveles de concordancia entre ambas técnicas diagnósticas. Resultados. Se analizaron un total de 114 exploraciones pertenecientes a 90 pacientes. Solo 4 pacientes fueron diagnosticados de recurrencia asintomática durante el seguimiento. La 18F-FDG PET/TCciv, la 18F-FDG PET y la TCciv mostraron asociación con el diagnóstico final (p=0,002 y χ2=11,96; p<0,001 y χ2=15,60; p=0,001 y χ2=11,96, respectivamente). La concordancia entre la 18F-FDG PET y la TCciv fue moderada/alta y significativa (kappa=0,672; p<0,001). Se obtuvo una sensibilidad y especificidad del 50 y 88% para la 18F-FDG PET/TCciv, del 50 y 93% para la 18F-FDG PET y del 50 y 91% para la TCciv. Conclusión. El uso combinado de la 18F-FDG PET/TCciv no ofreció ventaja con respecto a ambas técnicas por separado en la detección de recidiva asintomática por linfoma

Aim. To assess the diagnostic accuracy of 18F-FDG PET/contrast enhanced computed tomography (ceCT) in the detection of asymptomatic recurrences in patients with lymphoma. Material and methods. Patients with lymphoma and clinical complete remission underwent 18F-FDG PET/ceCT for standard follow-up.18F-FDG PET and ceCT were evaluated blindly by two independent observers, and classified as positive or negative for recurrence. Additionally a combined evaluation of both techniques was performed. The final diagnosis was established by histopathological analysis or a clinical follow-up longer than 6 months. Statistical diagnostic parameters and concordance levels between both diagnostic techniques were calculated. Results. A total of 114 explorations on 90 patients were analyzed. Only 4 patients were diagnosed as asymptomatic recurrence during the follow-up. 18F-FDG PET/ceCT, 18F-FDG PET and ceCT showed an association with the final diagnosis (p=0.002 and χ2=11.96; p<0.001 and χ2=15.60; p=0.001 and χ2=11.96, respectively). The concordance between 18F-FDG PET and ceCT was moderate/high and significant (kappa=0.672; p<0.001). A sensitivity and specificity of 50% and 88% was obtained for the 18F-FDG PET/ceCT civ, 50% and 93% for the 18F-FDG PET, and 50% and 91% for the ceCT. Conclusion. The combined use of 18F-FDG PET/ceCT did not offer any advantage compared to any isolated diagnostic technique in the detection of asymptomatic lymphoma recurrence

Papel predictivo y pronóstico de las variables volumétricas metabólicas obtenidas en la 18F-FDG PET/TC en el cáncer de mama con indicación de quimioterapia neoadyuvante / Predictive and prognostic potential of volume-based metabolic variables obtained by a baseline 18F-FDG PET/CT in breast cancer with neoadjuvant chemotherapy indication

Objetivo. Investigar la utilidad de las variables metabólicas obtenidas en la 18F-FDG PET/TC en la predicción de la respuesta a quimioterapia neoadyuvante (QNA) y el pronóstico en el cáncer de mama locamente avanzado (CMLA). Material y métodos. Estudio prospectivo que incluye a 67 pacientes con CMLA, indicación de QNA y 18F-FDG PET/TC basal. Se obtuvieron las variables SUV (SUVmáx, SUVmedio y SUVpico) y volumétricas, tales como el volumen tumoral metabólico (VTM) y la glucólisis total lesional (GTL). Los tumores se agruparon en fenotipos moleculares y fueron clasificadas como respondedores y no respondedores tras la finalización de la QNA. Se obtuvo el estado libre de enfermedad (eLE), supervivencia libre de enfermedad (SLE) y supervivencia global (SG). Se realizó análisis univariante y multivariante para estudiar el potencial de todas las variables en la predicción de la eLE, SLE y SG. Resultados. Catorce pacientes se clasificaron como respondedoras. La media ±DE de la SLE y de la SG fue de 43±15 y 46±13 meses, respectivamente. El SUV y la GTL mostraron una relación significativa (p<0,005) con la respuesta histológica, con mayores valores en las pacientes respondedoras con respecto a las no-respondedoras. El VTM y la GTL mostraron asociación con el eLE (p=0,015 y p=0,038, respectivamente). La mediana, media y DE del VTM y la GTL para pacientes en eLE fue de 8,90, 13,73, 15,10 y del 33,78, 90,54 y 144,64, respectivamente. La mediana, media y DS del VTM y la GTL para pacientes en no eLE fueron del 16,72, 29,70 y 31,09 y del 90,89, 210,98 y 382,80, respectivamente. No se encontró relación con las variables de SUV y el eLE. Las variables volumétricas se asociaron de forma significativa con la SG y con la SLE, aunque en el análisis multivariante solo el VTM se relacionó con la SG. Ninguna variable de SUV mostró asociación con el pronóstico. Conclusión. Las variables metabólicas obtenidas con la 18F-FDG PET/TC, de forma distinta a las variables de SUV, fueron buenos predictores tanto de la respuesta al tratamiento quimioterápico neoadyuvante y el pronóstico (AU)

Aim. To investigate the usefulness of metabolic variables using 18F-FDG PET/CT in the prediction of neoadjuvant chemotherapy (NC) response and the prognosis in locally advanced breast cancer (LABC). Material and methods. Prospective study including 67 patients with LABC, NC indication and a baseline 18F-FDG PET/CT. After breast tumor segmentation, SUV variables (SUVmax, SUVmean and SUVpeak) and volume-based variables, such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG), were obtained. Tumors were grouped into molecular phenotypes, and classified as responders or non-responders after completion of NC. Disease-free status (DFs), disease-free survival (DFS), and overall survival (OS) were assessed. A univariate and multivariate analysis was performed to study the potential of all variables to predict DFs, DFS, and OS. Results. Fourteen patients were classified as responders. Median±SD of DFS and OS was 43±15 and 46±13 months, respectively. SUV and TLG showed a significant correlation (p<0.005) with the histological response, with higher values in responders compared to non-responders. MTV and TLG showed a significant association with DFs (p=0.015 and p=0.038 respectively). Median, mean and SD of MTV and TLG for patients with DFs were: 8.90, 13.73, 15.10 and 33.78, and 90.54 and 144.64, respectively. Median, mean and SD of MTV and TLG for patients with non-DFs were: 16.72, 29.70 and 31.09 and 90.89, 210.98 and 382.80, respectively. No significant relationships were observed with SUV variables and DFs. Volume-based variables were significantly associated with OS and DFS, although in multivariate analysis only MTV was related to OS. No SUV variables showed an association with the prognosis. Conclusion. Volume-based metabolic variables obtained with 18F-FDG PET/CT, unlike SUV based variables, were good predictors of both neoadjuvant chemotherapy response and prognosis (AU)

Predictive and prognostic potential of volume-based metabolic variables obtained by a baseline 18F-FDG PET/CT in breast cancer with neoadjuvant chemotherapy indication. / Papel predictivo y pronóstico de las variables volumétricas metabólicas obtenidas en la 18F-FDG PET/TC en el cáncer de mama con indicación de quimioterapia neoadyuvante.

AIM: To investigate the usefulness of metabolic variables using 18F-FDG PET/CT in the prediction of neoadjuvant chemotherapy (NC) response and the prognosis in locally advanced breast cancer (LABC). MATERIAL AND METHODS: Prospective study including 67 patients with LABC, NC indication and a baseline 18F-FDG PET/CT. After breast tumor segmentation, SUV variables (SUVmax, SUVmean and SUVpeak) and volume-based variables, such as metabolic tumor volume (MTV) and total lesion glycolysis (TLG), were obtained. Tumors were grouped into molecular phenotypes, and classified as responders or non-responders after completion of NC. Disease-free status (DFs), disease-free survival (DFS), and overall survival (OS) were assessed. A univariate and multivariate analysis was performed to study the potential of all variables to predict DFs, DFS, and OS. RESULTS: Fourteen patients were classified as responders. Median±SD of DFS and OS was 43±15 and 46±13 months, respectively. SUV and TLG showed a significant correlation (p<0.005) with the histological response, with higher values in responders compared to non-responders. MTV and TLG showed a significant association with DFs (p=0.015 and p=0.038 respectively). Median, mean and SD of MTV and TLG for patients with DFs were: 8.90, 13.73, 15.10 and 33.78, and 90.54 and 144.64, respectively. Median, mean and SD of MTV and TLG for patients with non-DFs were: 16.72, 29.70 and 31.09 and 90.89, 210.98 and 382.80, respectively. No significant relationships were observed with SUV variables and DFs. Volume-based variables were significantly associated with OS and DFS, although in multivariate analysis only MTV was related to OS. No SUV variables showed an association with the prognosis. CONCLUSION: Volume-based metabolic variables obtained with 18F-FDG PET/CT, unlike SUV based variables, were good predictors of both neoadjuvant chemotherapy response and prognosis.

18F-FDG PET/contrast enhanced CT in the standard follow-up of patients with lymphoma. / 18F-FDG PET/TC con contraste intravenoso en el seguimiento estandarizado de pacientes con linfoma.

AIM: To assess the diagnostic accuracy of 18F-FDG PET/contrast enhanced computed tomography (ceCT) in the detection of asymptomatic recurrences in patients with lymphoma. MATERIAL AND METHODS: Patients with lymphoma and clinical complete remission underwent 18F-FDG PET/ceCT for standard follow-up.18F-FDG PET and ceCT were evaluated blindly by two independent observers, and classified as positive or negative for recurrence. Additionally a combined evaluation of both techniques was performed. The final diagnosis was established by histopathological analysis or a clinical follow-up longer than 6 months. Statistical diagnostic parameters and concordance levels between both diagnostic techniques were calculated. RESULTS: A total of 114 explorations on 90 patients were analyzed. Only 4 patients were diagnosed as asymptomatic recurrence during the follow-up. 18F-FDG PET/ceCT, 18F-FDG PET and ceCT showed an association with the final diagnosis (p=0.002 and χ2=11.96; p<0.001 and χ2=15.60; p=0.001 and χ2=11.96, respectively). The concordance between 18F-FDG PET and ceCT was moderate/high and significant (kappa=0.672; p<0.001). A sensitivity and specificity of 50% and 88% was obtained for the 18F-FDG PET/ceCT civ, 50% and 93% for the 18F-FDG PET, and 50% and 91% for the ceCT. CONCLUSION: The combined use of 18F-FDG PET/ceCT did not offer any advantage compared to any isolated diagnostic technique in the detection of asymptomatic lymphoma recurrence.

Role of 18F-Choline PET/CT in guiding biopsy in patients with risen PSA levels and previous negative biopsy for prostate cancer / Papel de la PET/TC con 18F-Colina como guía de biopsia en pacientes con elevación del PSA y biopsias previamente negativas para cáncer de próstata

Objectives. To study 18F-Choline PET/CT in the diagnosis and biopsy guide of prostate cancer (pCa) in patients with persistently high prostate-specific antigen (PSA) and previous negative prostate biopsy. To compare the clinical risk factors and metabolic variables as predictors of malignancy. Methods. Patients with persistently elevated PSA in serum (total PSA >4ng/mL) and at least a previous negative or inconclusive biopsy were consecutively referred for a whole body 18F-Choline PET/CT. Patient age, PSA level, PSA doubling time (PSAdt) and PSA velocity (PSAvel) were obtained. PET images were visually (positive or negative) and semiquantitatively (SUVmax) reviewed. 18F-Choline uptake prostate patterns were defined as focal, multifocal, homogeneous or heterogeneous. Histology on biopsy using transrectal ultrasound-guided approach was the gold standard. Sensitivity (Se), specificity (Sp) and accuracy (Ac) of PET/CT for diagnosis of pCa were evaluated using per-patient and per-prostate lobe analysis. Receiver-operating-characteristic (ROC) curve analysis was used to assess the value of SUVmax to diagnose pCa. Correlation between PET/CT and biopsy results per-prostate lobe was assessed using the Chi-square test. Univariate and multivariate logistic regression analysis were applied to compare clinical risk factors and metabolic variables as predictors of malignancy. Results. Thirty-six out of 43 patients with histologic confirmation were included. In 11 (30.5%) patients, pCa was diagnosed (Gleason score from 4 to 9). The mean values of patient age, PSA level, PSAdt and PSAvel were: 65.5 years, 15.6ng/ml, 28.1 months and 8.5ng/mL per year, respectively. Thirty-three patients had a positive PET/CT; 18 had a focal pattern, 7 multifocal, 4 homogeneous and 4 heterogeneous. Se, Sp and Ac of PET/CT were of 100%, 12% and 38% in the patient based analysis, and 87%, 29% and 14% in the prostate lobe based analysis, respectively. The ROC curve analysis of SUVmax showed an AUC of 0.568 (p=0.52). On a lobe analysis, poor agreement was observed between PET/CT findings and biopsy results (p=0.097). In the univariate/multivariate analysis, none of clinical and metabolic variables were statistically significant as predictor of pCa. Conclusion. Choline PET/CT is a suitable procedure for the detection of pCa in highly selected patients, however, a high rate of false positive should be expected (AU)

Objetivos. Estudiar el valor de la PET/TC con 18F-Colina en el diagnóstico y guía de biopsia para cáncer de próstata (pCa) en pacientes con PSA elevado y biopsias previas negativas. Comparar los factores de riesgo y las variables metabólicas como predictores de malignidad. Métodos. Se incluyeron pacientes derivados para PET/CT con 18F-colina, con PSA total sérico elevado (>4ng/mL) y al menos una biopsia negativa o no conclusiva para pCa. Se valoró la edad, el nivel de PSA, el tiempo de duplicación y la velocidad del PSA. La PET fue valorada visual (positiva y negativa) y semicuantitativamente (SUVmáx). Se definieron los patrones de captación como focal, multifocal, homogéneo y heterogéneo. El diagnóstico final se obtuvo mediante histología obtenida por medio de biopsia guiada por ecografía transrectal. Se valoró sensibilidad, especificidad y precisión diagnóstica utilizando un análisis por paciente y por lóbulos. Se utilizó una curva ROC para determinar el valor diagnóstico del SUVmáx. Para valorar la correlación entre PET/TC y los resultados de la biopsia por lóbulos, se utilizó el test de Chi-Cuadrado. Realizamos un análisis univariado y multivariado mediante regresión logística para analizar los factores de riesgo y variables metabólicas como predictores de malignidad. Resultados. Se incluyeron 36/43 pacientes con confirmación histológica. En 11 pacientes se diagnosticó pCa (Gleason de 4-9). El valor medio de edad, el nivel de PSA, el tiempo de duplicación y la velocidad de PSA fueron: 65,5 años, 15,6ng/ml, 28,1 meses y 8,5ng/mL por año, respectivamente. En 33 pacientes la PET/TC fue positiva: 18 presentaron patrón focal, 7 multifocal, 4 homogéneo y 4 heterogéneo. La sensibilidad, especificidad y precisión diagnóstica fue del 100%, 12% y 38% en el análisis por paciente, y 87%, 29% y 14% en el análisis por lóbulos, respectivamente. La curva ROC del SUVmáx mostró un AUC de 0,568 (p=0,52). En el análisis por lóbulos se observó un escaso grado de acuerdo (p=0,097). Ninguna de las variables clínicas y metabólicas fue estadísticamente significativa como predictor de pCa en el análisis univariado/multivariado. Conclusión. La PET/TC con 18F-Colina es un procedimiento aceptable para la detección de cáncer de próstata en pacientes seleccionados. No obstante, puede presentar una alta tasa de falsos positivos (AU)

Role of 18F-Choline PET/CT in guiding biopsy in patients with risen PSA levels and previous negative biopsy for prostate cancer.

OBJECTIVES: To study 18F-Choline PET/CT in the diagnosis and biopsy guide of prostate cancer (pCa) in patients with persistently high prostate-specific antigen (PSA) and previous negative prostate biopsy. To compare the clinical risk factors and metabolic variables as predictors of malignancy. METHODS: Patients with persistently elevated PSA in serum (total PSA >4ng/mL) and at least a previous negative or inconclusive biopsy were consecutively referred for a whole body 18F-Choline PET/CT. Patient age, PSA level, PSA doubling time (PSAdt) and PSA velocity (PSAvel) were obtained. PET images were visually (positive or negative) and semiquantitatively (SUVmax) reviewed. 18F-Choline uptake prostate patterns were defined as focal, multifocal, homogeneous or heterogeneous. Histology on biopsy using transrectal ultrasound-guided approach was the gold standard. Sensitivity (Se), specificity (Sp) and accuracy (Ac) of PET/CT for diagnosis of pCa were evaluated using per-patient and per-prostate lobe analysis. Receiver-operating-characteristic (ROC) curve analysis was used to assess the value of SUVmax to diagnose pCa. Correlation between PET/CT and biopsy results per-prostate lobe was assessed using the Chi-square test. Univariate and multivariate logistic regression analysis were applied to compare clinical risk factors and metabolic variables as predictors of malignancy. RESULTS: Thirty-six out of 43 patients with histologic confirmation were included. In 11 (30.5%) patients, pCa was diagnosed (Gleason score from 4 to 9). The mean values of patient age, PSA level, PSAdt and PSAvel were: 65.5 years, 15.6ng/ml, 28.1 months and 8.5ng/mL per year, respectively. Thirty-three patients had a positive PET/CT; 18 had a focal pattern, 7 multifocal, 4 homogeneous and 4 heterogeneous. Se, Sp and Ac of PET/CT were of 100%, 12% and 38% in the patient based analysis, and 87%, 29% and 14% in the prostate lobe based analysis, respectively. The ROC curve analysis of SUVmax showed an AUC of 0.568 (p=0.52). On a lobe analysis, poor agreement was observed between PET/CT findings and biopsy results (p=0.097). In the univariate/multivariate analysis, none of clinical and metabolic variables were statistically significant as predictor of pCa. CONCLUSION: Choline PET/CT is a suitable procedure for the detection of pCa in highly selected patients, however, a high rate of false positive should be expected.

Utility of 18F-FDG-PET/CT in patients suspected of paraneoplastic neurological syndrome: importance of risk classification

Purpose. To assess the diagnostic impact of 18F-FDG-PET/CT in patients suspected of paraneoplastic neurological syndrome (PNS) based on our own pre-test risk classification (PRC). Methods. A multicenter retrospective longitudinal study was conducted from 2006 to 2014. We designed a seven-point scoring system using the clinical syndrome characteristics [classical (CS) and non-classical syndromes (NCS)] and its location (central, peripheral, in the neuromuscular junction or combined), onconeural antibodies and tumor markers. Patients were classified as low (score 0-2), intermediate (3-4) and high (5-7) pre-test risk of PNS. FDG-PET/CT was classified as negative or positive. Final diagnosis according Graus’ criteria (definite, possible or no PNS) was established. Relations between clinical and metabolic variables with the final diagnosis were studied. Results. 73 patients were included, with a follow-up time of 33 months. Eleven (15 %) patients were finally diagnosed with neoplasm (8 invasive cancers). Ultimately, 13 (18 %) and 24 (33 %) subjects were diagnosed as definite or possible PNS. All the patients with final diagnosis of neoplasm had a CS (p = 0.005). PET/CT was helpful to diagnose 6/8 (75 %) invasive cancers. PET/CT findings were associated with the final diagnosis of neoplasm (p = 0.003) and the diagnosis of PNS attending to Graus’ criteria (p = 0.019). PRC showed significant association with the final diagnosis of neoplasm and PET/CT results. A majority of patients (10/11) diagnosed of neoplasm had intermediate/high-risk. Conclusions. Our PRC seems to be a valid tool to select candidates for PET/CT imaging in this setting. PET/CT detected malignancy in a significant proportion of patients with invasive cancer (AU)

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Utility of 18F-FDG-PET/CT in patients suspected of paraneoplastic neurological syndrome: importance of risk classification.

PURPOSE: To assess the diagnostic impact of 18F-FDG-PET/CT in patients suspected of paraneoplastic neurological syndrome (PNS) based on our own pre-test risk classification (PRC). METHODS: A multicenter retrospective longitudinal study was conducted from 2006 to 2014. We designed a seven-point scoring system using the clinical syndrome characteristics [classical (CS) and non-classical syndromes (NCS)] and its location (central, peripheral, in the neuromuscular junction or combined), onconeural antibodies and tumor markers. Patients were classified as low (score 0-2), intermediate (3-4) and high (5-7) pre-test risk of PNS. FDG-PET/CT was classified as negative or positive. Final diagnosis according Graus' criteria (definite, possible or no PNS) was established. Relations between clinical and metabolic variables with the final diagnosis were studied. RESULTS: 73 patients were included, with a follow-up time of 33 months. Eleven (15 %) patients were finally diagnosed with neoplasm (8 invasive cancers). Ultimately, 13 (18 %) and 24 (33 %) subjects were diagnosed as definite or possible PNS. All the patients with final diagnosis of neoplasm had a CS (p = 0.005). PET/CT was helpful to diagnose 6/8 (75 %) invasive cancers. PET/CT findings were associated with the final diagnosis of neoplasm (p = 0.003) and the diagnosis of PNS attending to Graus' criteria (p = 0.019). PRC showed significant association with the final diagnosis of neoplasm and PET/CT results. A majority of patients (10/11) diagnosed of neoplasm had intermediate/high-risk. CONCLUSIONS: Our PRC seems to be a valid tool to select candidates for PET/CT imaging in this setting. PET/CT detected malignancy in a significant proportion of patients with invasive cancer.

Basal 18F-FDG PET/CT in follicular lymphoma: a comparison of metabolic and clinical variables in the prognostic assessment / Valor de la 18F-FDG PET/TC basal en el linfoma folicular: comparación de las variables metabólicas y clínicas en la valoración pronóstica

Aim. To analyze the relationship of clinical variables related to prognosis and tumor burden, with metabolic variables obtained in the staging 18F-FDG PET/CT, and their value in the prognosis in follicular lymphoma (FL). Methods. 82 patients with FL, a 18F-FDG PET/CT at diagnosis and a follow-up for a minimum of 12 months, were retrospectively enrolled in the present study. Clinical variables (Tumor grade, Follicular Lymphoma International Prognostic Index (FLIPI) and Tumor burden) were evaluated. Metabolic variables such as SUVmax in the highest hypermetabolic lesion, extralymphatic locations, number of involved lymph node locations, bone marrow (BM) involvement, PET stage and diameter of the biggest hypermetabolic lesion, were analyzed in order to establish a PET score and classify the studies in low, intermediate and high metabolic risk. Clinical and metabolic variables (included metabolic risk) were compared. The relation among all variables and disease-free survival (DFS) was studied. Results. The 28% of patients had a high-grade tumor. The 30.5% had FLIPI risk low, 29.3% intermediate y 40.2% high. The 42.7% presented a high tumor burden. The PET/CT was positive in 94% of patients. The tumor grade did not show significant relation with metabolic variable. FLIPI risk and tumor burden showed statistical relations with the SUV max and the PET score (p<0.008 and p=0.003 respectively). With respect to DFS, significant differences were detected for the PET stage and FLIPI risk (p=0.015 and p=0.047 respectively). FLIPI risk was the only significant predictor in Cox regression analysis, with a Hazard Ratio of 5.13 between high risk and low risk. Conclusion. The present research highlights the significant relation between metabolic variables obtained with FDG PET/CT and clinical variables although their goal as an independent factor of prognosis was not demonstrated in the present work (AU)

Objetivo. Analizar la relación entre las variables clínicas relativas al pronóstico y la carga tumoral y las variables obtenidas en la 18F-FDG PET/TC de estadificación, así como su valor pronóstico para el linfoma folicular (LF). Métodos. Se realizó un estudio retrospectivo de 82 pacientes con LF, 18F-FDG PET/TC en el momento del diagnóstico y seguimiento mínimo de 12 meses. Se evaluaron las variables clínicas (grado tumoral, Índice pronóstico internacional para el linfoma folicular (FLIPI) y carga tumoral). Se analizaron las variables metabólicas tales como SUVmax en las lesiones más hipermetabólicas, localizaciones extralinfáticas, número de localizaciones ganglionares afectas, afectación de la médula ósea, estadio PET y diámetro de la lesión hipermetabólica de mayor tamaño, a fin de establecer una puntuación PET y clasificar los estudios en riesgo bajo, medio y elevado. Se compararon las variables clínicas y metabólicas (incluyendo el riesgo metabólico) y se estudió la relación entre todas las variables y la supervivencia libre de enfermedad (SLE). Resultados. El 28% de los pacientes tenían un tumor de alto grado. El 30,5% tenía un riesgo bajo de FLIPI, el 29,3% un grado intermedio y el 40,2% un riesgo elevado. El 42,7% presentó una elevada carga tumoral. La PET/TC fue positiva en el 94% de los pacientes. El grado del tumor no reflejó una relación significativa con la variable metabólica. El riesgo de FLIPI y la carga tumoral guardaron relaciones estadísticas con SUVmax y la puntuación PET (p<0,008 y p=0,003, respectivamente). Con respecto a la SLE, se detectaron diferencias significativas para el estadio PET y el riesgo FLIPI (p=0,015 y p=0,047, respectivamente). El riesgo FLIPI fue el único factor predictivo significativo en el análisis de regresión, con un cociente de riesgo instantáneo (HR) de 5,13 entre alto y bajo riesgo. Conclusión. La presente investigación resalta la considerable relación entre las variables metabólicas obtenidas con FDG PET/TC y las variables clínicas, aunque su objetivo como factor independiente de pronóstico no ha sido demostrado en el presente estudio (AU)