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1.
J Pathol ; 264(3): 270-283, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39329425

RESUMEN

Mechanisms regulating the gene expression program at different hypoxia severity levels in patient tumors are not understood. We aimed to determine microRNA (miRNA) regulation of this program at defined hypoxia levels from moderate to severe in prostate cancer. Biopsies from 95 patients were used, where 83 patients received the hypoxia marker pimonidazole before prostatectomy. Forty hypoxia levels were extracted from pimonidazole-stained histological sections and correlated with miRNA and gene expression profiles determined by RNA sequencing and Illumina bead arrays. This identified miRNAs associated with moderate (n = 7) and severe (n = 28) hypoxia and predicted their target genes. The scores of miRNAs or target genes showed prognostic significance, as validated in an external cohort of 417 patients. The target genes showed enrichment of gene sets for cell proliferation and MYC activation at all hypoxia levels and PTEN inactivation at severe hypoxia. This was confirmed by RT-qPCR for MYC and PTEN, by Ki67 immunohistochemistry, and by gene set analysis in an external cohort. To assess whether miRNA regulation occurred within the predicted hypoxic regions, a method to quantify co-localization of multiple histopathology parameters at defined hypoxia levels was applied. A high Ki67 proliferation index co-localized significantly with hypoxia at all levels. The co-localization index was strongly associated with poor prognosis. Absence of PTEN staining co-localized significantly with severe hypoxia. The scores for miRNAs correlated with the co-localization index for Ki67 staining and hypoxia, consistent with miRNA regulation within the overlapping regions. This was confirmed by showing miR-210-3p expression within severe hypoxia by in situ hybridization. Cell line experiments (22Rv1, PC3) were conducted to determine whether miRNAs and target genes were regulated directly by hypoxia. Most of them were hypoxia-unresponsive, and probably regulated by other mechanisms such as MYC activation. In conclusion, in aggressive, hypoxic prostate tumors, cancer cells exhibit different proliferative gene expression programs that is regulated by miRNAs and depend on whether the cells reside in moderate or severe hypoxic regions. © 2024 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Asunto(s)
Regulación Neoplásica de la Expresión Génica , MicroARNs , Neoplasias de la Próstata , Hipoxia Tumoral , Humanos , Masculino , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/metabolismo , MicroARNs/genética , MicroARNs/metabolismo , Hipoxia Tumoral/genética , Proliferación Celular , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Anciano , Persona de Mediana Edad , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Pronóstico
2.
Int J Cancer ; 152(10): 2166-2173, 2023 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-36715014

RESUMEN

Prostate cancer is considered as poorly immunogenic. In a phase I/II study on de novo metastatic prostate cancer we found that a human telomerase reverse transcriptase (hTERT) vaccine induced an early immune response in most of the patients. Here we present the results from the long-term monitoring of the immune responses and clinical outcomes. Twenty-two men with ISUP 4 to 5 and lymph node and/or bone metastases were treated with androgen deprivation therapy (ADT), radiotherapy and the hTERT vaccine UV1 between January 2013 and July 2014. Immune response was monitored before, during and after vaccination and continued every 6 months until PSA progression. All patients had magnetic resonance imaging (MRI) at baseline, and after 6 months, 1 and 2 years, and at progression. The clinical outcome was time to progression, overall survival and prostate cancer-specific survival. The median follow-up was 62 months (range: 19-101). At the last observation, nine of the 22 patients were still alive. Six have no progression, two have castration-resistant disease treated with second-line ADT and one has castration-refractory disease. Median time to PSA progression was 21 months, median overall survival was 62 months and median prostate cancer-specific survival was 84 months. Lack of immune response was an independent marker of prostate cancer death. The long-term monitoring showed that some patients had unanticipated subsequent high immune responses without developing recurrence. This association indicates that there might be a clinical benefit of hTERT vaccination in a subgroup of men with primary metastatic hormone-sensitive prostate cancer treated with ADT and radiotherapy.


Asunto(s)
Neoplasias de la Próstata , Telomerasa , Masculino , Humanos , Neoplasias de la Próstata/patología , Antagonistas de Andrógenos/uso terapéutico , Andrógenos , Antígeno Prostático Específico , Vacunas de Subunidad , Resultado del Tratamiento
3.
Br J Cancer ; 127(2): 321-328, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35332267

RESUMEN

BACKGROUND: Gene signatures measured in a biopsy have been proposed as hypoxia biomarkers in prostate cancer. We assessed a previously developed signature, and aimed to determine its relationship to hypoxia and its heterogeneity within the dominant (index) lesion of prostate cancer. METHODS: The 32-gene signature was assessed from gene expression data of 141 biopsies from the index lesion of 94 patients treated with prostatectomy. A gene score calculated from the expression levels was applied in the analyses. Hypoxic fraction from pimonidazole immunostained whole-mount and biopsy sections was used as reference standard for hypoxia. RESULTS: The gene score was correlated with pimonidazole-defined hypoxic fraction in whole-mount sections, and the two parameters showed almost equal association with clinical markers of tumour aggressiveness. Based on the gene score, incorrect classification according to hypoxic fraction in whole-mount sections was seen in one third of the patients. The incorrect classifications were apparently not due to intra-tumour heterogeneity, since the score had low heterogeneity compared to pimonidazole-defined hypoxic fraction in biopsies. The score showed prognostic significance in uni-and multivariate analysis in independent cohorts. CONCLUSIONS: Our signature from the index lesion reflects tumour hypoxia and predicts prognosis in prostate cancer, independent of intra-tumour heterogeneity in pimonidazole-defined hypoxia.


Asunto(s)
Neoplasias de la Próstata , Hipoxia de la Célula/genética , Humanos , Hipoxia/genética , Masculino , Pronóstico , Prostatectomía , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/cirugía
4.
Acta Oncol ; 61(2): 255-263, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34918621

RESUMEN

BACKGROUND: Tumor delineation is time- and labor-intensive and prone to inter- and intraobserver variations. Magnetic resonance imaging (MRI) provides good soft tissue contrast, and functional MRI captures tissue properties that may be valuable for tumor delineation. We explored MRI-based automatic segmentation of rectal cancer using a deep learning (DL) approach. We first investigated potential improvements when including both anatomical T2-weighted (T2w) MRI and diffusion-weighted MR images (DWI). Secondly, we investigated generalizability by including a second, independent cohort. MATERIAL AND METHODS: Two cohorts of rectal cancer patients (C1 and C2) from different hospitals with 109 and 83 patients, respectively, were subject to 1.5 T MRI at baseline. T2w images were acquired for both cohorts and DWI (b-value of 500 s/mm2) for patients in C1. Tumors were manually delineated by three radiologists (two in C1, one in C2). A 2D U-Net was trained on T2w and T2w + DWI. Optimal parameters for image pre-processing and training were identified on C1 using five-fold cross-validation and patient Dice similarity coefficient (DSCp) as performance measure. The optimized models were evaluated on a C1 hold-out test set and the generalizability was investigated using C2. RESULTS: For cohort C1, the T2w model resulted in a median DSCp of 0.77 on the test set. Inclusion of DWI did not further improve the performance (DSCp 0.76). The T2w-based model trained on C1 and applied to C2 achieved a DSCp of 0.59. CONCLUSION: T2w MR-based DL models demonstrated high performance for automatic tumor segmentation, at the same level as published data on interobserver variation. DWI did not improve results further. Using DL models on unseen cohorts requires caution, and one cannot expect the same performance.


Asunto(s)
Imagen de Difusión por Resonancia Magnética , Neoplasias del Recto , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen por Resonancia Magnética , Variaciones Dependientes del Observador , Neoplasias del Recto/diagnóstico por imagen
5.
Acta Radiol ; 63(8): 995-1004, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34171968

RESUMEN

BACKGROUND: Several imaging modalities are used in the early work-up of patients with gastrointestinal stromal tumor (GIST) receiving tyrosine kinase inhibitor (TKI) treatment and there is a need to establish whether they provide similar or complimentary information. PURPOSE: To compare 18F-fluorodeoxyglucose positron emission tomography (FDG PET), computed tomography (CT) and magnetic resonance imaging (MRI) as early predictors of three-month outcomes for patients with GIST receiving TKI treatment. MATERIAL AND METHODS: Thirty-five patients with advanced GIST were prospectively included between February 2011 and June 2017. FDG PET, contrast-enhanced CT (CECT), and MRI were performed before and early after onset of TKI treatment (range 8-18 days). Early response was categorized according to mRECIST (CT), the Choi criteria (CECT), and PERCIST (FDG PET/CT). For MRI, volumetry from T2-weighted images and change in apparent diffusion coefficient (ADC) from diffusion-weighted imaging was used. The reference standard for early assessment was the three-month mRECIST evaluation based on CT. At three months, both stable disease (SD) and partial response (PR) were categorized as response. Clinical usefulness was defined as agreement between early and three-month assessment. RESULTS: At the three-month assessment, 91% (32/35) were responders, 37% (13/35) PR, 54% (19/35) SD, and 9% (3/35) had progressive disease (PD). Early assessment correctly predicted three-month response in 93% (27/29) for MRI, 80% (28/35) for PERCIST, 74% (26/35) for Choi, and 23% (8/35) for mRECIST. Six patients had non-FDG-avid tumors. For the FDG-avid tumors, PET/CT correctly predicted three-month response in 97% (28/29). CONCLUSION: MRI was superior to CECT for early assessment of TKI-treatment response in GIST. If the tumor was FDG-avid, PET and MRI were equally good. Changes in functional parameters were superior to changes in longest tumor diameter (mRECIST).


Asunto(s)
Tumores del Estroma Gastrointestinal , Fluorodesoxiglucosa F18 , Tumores del Estroma Gastrointestinal/diagnóstico por imagen , Tumores del Estroma Gastrointestinal/tratamiento farmacológico , Tumores del Estroma Gastrointestinal/patología , Humanos , Tomografía Computarizada por Tomografía de Emisión de Positrones , Tomografía de Emisión de Positrones/métodos , Inhibidores de Proteínas Quinasas/uso terapéutico , Radiofármacos
6.
Prostate ; 80(15): 1322-1327, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-33258482

RESUMEN

BACKGROUND: Dose escalated radiation therapy (RT) combined with long-term androgen deprivation therapy (ADT) is a standard of care option for men with high-risk and locally advanced prostate cancer (PCa). However, the optimal dose of escalated RT and ADT is not known. Here we assessed the impact of radiation dose and length of ADT on biochemical recurrence in a multi-institutional cohort stratified by the Cambridge prognostic group (CPG). We hypothesized that radiation dose and length of ADT would impact outcome in similar risk groups of our patients. METHODS: Two-hundred and forty-four patients were included, 132 from Oslo University Hospital, Department of Oncology and 112 from Johns Hopkins Hospital, Department of Radiation Oncology. Biochemical recurrence was defined as prostate-specific antigen (PSA) nadir +2 ng/mL. Time to recurrence was estimated using Kaplan-Meier analysis and when stratified by CPG the log-rank test was used. Cox regression analysis was performed to identify factors associated with risk of recurrence. Site of recurrence was investigated. RESULTS: The median follow-up time was 7.4 years. The vast majority (71%) of patients were classified as high-risk (CPG 4) or very high-risk features (CPG 5). Significantly more PSA recurrences occurred in CPG 5 (41%) compared with CPG 4 (25%) (P = .04) and five-year cumulative recurrence-free survival was lower for CPG 4 and 5 (89% and 68%) compared with CPG 1, 2, and 3 (100%, 100%, and 93%). The recurrence-free survival for CPG 5 was significantly higher for prostate irradiation of 80 Gy as compared with 74 Gy (P = .011). For CPG 4 and 5 no local recurrences were detected in patients receiving 80 Gy. On stepwise Cox regression analysis neither age nor length of ADT were independent prognostic factors for recurrence free survival. CONCLUSION: Prostate dose escalation from 74 to 80 Gy decreases risk of recurrence in high-risk PCa. Further studies are needed to identify the optimal combination of ADT and RT.


Asunto(s)
Antagonistas de Andrógenos/uso terapéutico , Recurrencia Local de Neoplasia/patología , Neoplasias de la Próstata/radioterapia , Anciano , Terapia Combinada , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Pronóstico , Antígeno Prostático Específico/sangre , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/tratamiento farmacológico , Neoplasias de la Próstata/patología , Dosificación Radioterapéutica , Radioterapia Conformacional , Factores de Riesgo , Resultado del Tratamiento
7.
Cancer Immunol Immunother ; 69(3): 355-364, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31893287

RESUMEN

OBJECTIVE: High rates of systemic failure in locally advanced rectal cancer call for a rational use of conventional therapies to foster tumor-defeating immunity. METHODS: We analyzed the high-mobility group box-1 (HMGB1) protein, a measure of immunogenic cell death (ICD), in plasma sampled from 50 patients at the time of diagnosis and following 4 weeks of induction chemotherapy and 5 weeks of sequential chemoradiotherapy, both neoadjuvant modalities containing oxaliplatin. The patients had the residual tumor resected and were followed for long-term outcome. RESULTS: Patients who met the main study end point-freedom from distant recurrence-showed a significant rise in HMGB1 during the induction chemotherapy and consolidation over the chemoradiotherapy. The higher the ICD increase, the lower was the metastatic failure risk (hazard ratio 0.26, 95% confidence interval 0.11-0.62, P = 0.002). However, patients who received the full-planned oxaliplatin dose of the chemoradiotherapy regimen had poorer metastasis-free survival (P = 0.020) than those who had the oxaliplatin dose reduced to avert breach of the radiation delivery, which is critical to maintain efficient tumor cell kill and in the present case, probably also protected the ongoing radiation-dependent ICD response from systemic oxaliplatin toxicity. CONCLUSION: The findings indicated that full-dose induction oxaliplatin followed by an adapted oxaliplatin dose that was compliant with full-intensity radiation caused induction and maintenance of ICD and as a result, durable disease-free outcome for a patient population prone to metastatic progression.


Asunto(s)
Terapia Neoadyuvante/métodos , Oxaliplatino/uso terapéutico , Neoplasias del Recto/tratamiento farmacológico , Neoplasias del Recto/radioterapia , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Neoplasias del Recto/patología , Factores de Riesgo , Resultado del Tratamiento
8.
BMC Cancer ; 19(1): 488, 2019 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-31122213

RESUMEN

BACKGROUND: Following curative-intent neoadjuvant therapy in locally advanced rectal cancer, metastatic progression is still dominant. We investigated if patients' circulating 25-hydroxyvitamin D [25(OH)D] levels were associated with outcome. METHODS: Serum 25(OH)D concentration was assessed by liquid chromatography-mass spectrometry in samples collected from 84 patients at baseline, completion of the neoadjuvant therapy, and treatment evaluation before surgery, and analyzed with respect to season, disease presentation, and treatment effects. RESULTS: In the cohort of patients residing at latitude 58-62°N, baseline 25(OH)D differed significantly over the seasons, with highest measures (mean of 71.2 ± 5.6 nmol/L) in summer and lowest (48.7 ± 4.5 nmol/L) in spring, and changed over the three-month neoadjuvant period till response evaluation solely owing to season. The patient subgroup with slightly reduced performance status, anemia, and T4 disease that did not respond to the neoadjuvant therapy (ypT4 cases), had significantly lower baseline 25(OH)D (below 50 nmol/L) than T4 cases with response (ypT0-3) and T2-3 cases (above 60 nmol/L). Compared to the T4 patients with levels above 50 nmol/L, regarded as sufficient for a healthy bone status, those presenting levels below had significantly heightened risk of disease progression (mainly metastasis) and death, with hazard ratio of 3 and 17, respectively, on adjustment for age, sex, body mass index, and season. CONCLUSION: Rectal cancer T4 cases had high risk of metastatic progression and death if circulating 25(OH)D levels were insufficient but obtained short-term and long-term outcome to neoadjuvant treatment no worse than patients with T2-3 disease when 25(OH)D was sufficient. TRIAL REGISTRATION: ClinicalTrials.gov NCT00278694 ; registration date: 16 January 2006, retrospective to enrollment of the first 10 patients of the current report.


Asunto(s)
Progresión de la Enfermedad , Terapia Neoadyuvante , Metástasis de la Neoplasia/prevención & control , Neoplasias del Recto/terapia , Vitamina D/análogos & derivados , Adulto , Anciano , Cromatografía Liquida , Femenino , Estudios de Seguimiento , Humanos , Masculino , Espectrometría de Masas , Persona de Mediana Edad , Supervivencia sin Progresión , Modelos de Riesgos Proporcionales , Neoplasias del Recto/mortalidad , Países Escandinavos y Nórdicos , Estaciones del Año , Luz Solar , Resultado del Tratamiento , Rayos Ultravioleta , Vitamina D/sangre
9.
J Nucl Cardiol ; 26(3): 883-893, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-29209949

RESUMEN

BACKGROUND: There is currently no consensus on the methodology for quantification of 18F-FDG uptake in inflammation in atherosclerosis. In this study, we explore different methods for quantification of 18F-FDG uptake in carotid atherosclerotic plaques and correlate the uptake values to histological assessments of inflammation. METHODS AND RESULTS: Forty-four patients with atherosclerotic stenosis ≥70% of the internal carotid artery underwent 18F-FDG PET/CT. Maximum standardized uptake values (SUVmax) from all plaque-containing slices were collected. SUVmax for the single highest and the mean of multiple slices with and without blood background correction (by subtraction (cSUV) or by division (target-to-background ratio (TBR)) were calculated. Following endarterectomy 30 plaques were assessed histologically. The length of the plaques at CT was 6-32 mm. The 18F-FDG uptake in the plaques was 1.15-2.66 for uncorrected SUVs, 1.16-3.19 for TBRs, and 0.20-1.79 for cSUVs. There were significant correlations between the different uptake values (r = 0.57-0.99, P < 0.001). Methods with and without blood background correction showed similar, moderate correlations to the amount of inflammation assessed at histology (r = 0.44-0.59, P < 0.02). CONCLUSIONS: In large stenotic carotid plaques, 18F-FDG uptake reflects the inflammatory status as assessed at histology. Increasing number of PET slices or background correction did not change the correlation.


Asunto(s)
Estenosis Carotídea/diagnóstico por imagen , Fluorodesoxiglucosa F18/farmacocinética , Placa Aterosclerótica/diagnóstico por imagen , Tomografía Computarizada por Tomografía de Emisión de Positrones , Radiofármacos/farmacocinética , Anciano , Estenosis Carotídea/patología , Estenosis Carotídea/cirugía , Estudios de Cohortes , Endarterectomía Carotidea , Femenino , Humanos , Masculino , Persona de Mediana Edad , Placa Aterosclerótica/patología , Placa Aterosclerótica/cirugía , Valor Predictivo de las Pruebas
10.
AJR Am J Roentgenol ; 212(6): 1206-1214, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30888866

RESUMEN

OBJECTIVE. The objective of our study was to investigate whether phosphatase and tensin homolog (PTEN) expression is associated with clinicopathologic features and multiparametric MRI findings in prostate cancer. MATERIALS AND METHODS. Forty-three patients with prostate cancer who underwent radical prostatectomy were included. Index tumor was identified on pretreatment MRI and delineated in the area that correlated best with histopathology results. The apparent diffusion coefficient (ADC) from DWI and pharmacokinetic parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) using the extended Tofts model (Ktrans, kep, ve, and vp) within the tumor were estimated. The following clinicopathologic parameters were assessed: pretreatment serum levels of prostate-specific antigen, disseminated tumor cell status, age, Gleason score, tumor size, extraprostatic extension (EPE), tumor location, and lymph node metastases. Gene expression profiles were acquired in biopsies from the tumor using bead arrays, and validated using reverse transcription quantitative polymerase chain reaction (RT-qPCR) on a different part of the biopsy. RESULTS. Based on bead arrays (p = 0.006) and RT-qPCR (p = 0.03) data, a significantly lower ADC was found in tumors with low PTEN expression. Moreover, PTEN expression was negatively associated with lymph node metastases (bead arrays, p = 0.008; RT-qPCR, p < 0.001). A weak but significant association between PTEN expression, EPE (p = 0.048), and Gleason score (p = 0.028) was revealed on bead arrays. ADC was negatively correlated with Gleason score (p = 0.001) and tumor size (p = 0.023). No association among DCE parameters, PTEN expression, and clinicopathologic features was found. CONCLUSION. ADC derived from DWI may be useful in selecting patients with potentially aggressive tumor caused by PTEN deficiency.

11.
Br J Cancer ; 118(10): 1322-1328, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29695770

RESUMEN

BACKGROUND: Systemic failure remains a challenge in rectal cancer. We investigated the possible systemic anti-tumour immune activity invoked within oxaliplatin-based neoadjuvant therapy. METHODS: In two high-risk patient cohorts, we assessed the circulating levels of the fms-like tyrosine kinase 3 ligand (Flt3L), a factor reflecting both therapy-induced myelosuppression and activation of tumour antigen-presenting dendritic cells, at baseline and following induction chemotherapy and sequential chemoradiotherapy, both modalities containing oxaliplatin. The primary end point was progression-free survival (PFS). RESULTS: In both cohorts, the median Flt3L level was significantly higher at completion of each sequential modality than at baseline. The 5-year PFS (most events being metastatic progression) was 68% and 71% in the two cohorts consisting of 33% and 52% T4 cases. In the principal cohort, a high Flt3L level following the induction chemotherapy was associated with low risk for a PFS event (HR: 0.15; P < 0.01). These patients also had available dose scheduling and toxicity data, revealing that oxaliplatin dose reduction during chemoradiotherapy, undertaken to maintain compliance to the radiotherapy protocol, was associated with advantageous PFS (HR: 0.47; P = 0.046). CONCLUSION: In high-risk rectal cancer, oxaliplatin-containing neoadjuvant therapy may promote an immune response that favours survival without metastatic progression.


Asunto(s)
Proteínas de la Membrana/sangre , Terapia Neoadyuvante/efectos adversos , Neoplasias del Recto/sangre , Neoplasias del Recto/tratamiento farmacológico , Adulto , Anciano , Quimioradioterapia/efectos adversos , Progresión de la Enfermedad , Femenino , Regulación Neoplásica de la Expresión Génica/genética , Humanos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Metástasis de la Neoplasia , Oxaliplatino/administración & dosificación , Oxaliplatino/efectos adversos , Supervivencia sin Progresión , Neoplasias del Recto/inmunología , Neoplasias del Recto/radioterapia , Factores de Riesgo
12.
Acta Oncol ; 56(6): 813-818, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28464745

RESUMEN

BACKGROUND: In locally advanced rectal cancer (LARC), responses to preoperative treatment are highly heterogeneous and more accurate diagnostics are likely to enable more individualised treatment approaches with improved responses. We investigated the potential of diffusion-weighted magnetic resonance imaging (DW MRI), with quantification of the apparent diffusion coefficient (ADC) and perfusion fraction (F), as well as volumetry from T2-weighted (T2W) MRI, for prediction of therapeutic outcome. MATERIAL AND METHODS: In 27 LARC patients receiving neoadjuvant chemotherapy (NACT) before chemoradiotherapy (CRT), T2W- and DW MRI were obtained before and after NACT. Tumour volumes were delineated in T2W MRI and ADCs and Fs were estimated from DW MRI using a simplified approach to the intravoxel incoherent motion (IVIM) model. Mean tumour values and histogram analysis of whole-tumour heterogeneity were correlated with histopathologic tumour regression grade (TRG) and 5-year progression-free survival (PFS). RESULTS: At baseline, high tumour F predicted good tumour response (TRG1-2) (AUC = 0.79, p = 0.01), with a sensitivity of 69% and a specificity of 100%. The combination of F and tumour volume (Fpre/Vpre) gave the highest prediction of poor tumour response (AUC = 0.93, p < 0.001) with a sensitivity of 88% and a specificity of 91%, and also predicted PFS (p < 0.01). Baseline tumour ADC was not significantly related to therapeutic outcome, whereas a positive change in ADC from baseline to after NACT, ΔADC, significantly predicted good tumour response (AUC = 0.83, p < 0.01, 83% sensitivity, 73% specificity), but not PFS. CONCLUSIONS: The MRI parameter F/V at baseline was a remarkably strong predictor of both histopathologic tumour response and 5-year PFS in patients with LARC.


Asunto(s)
Quimioradioterapia Adyuvante/mortalidad , Imagen de Difusión por Resonancia Magnética/métodos , Terapia Neoadyuvante/mortalidad , Neoplasias del Recto/patología , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Clasificación del Tumor , Perfusión , Estudios Prospectivos , Curva ROC , Neoplasias del Recto/mortalidad , Neoplasias del Recto/terapia , Tasa de Supervivencia , Resultado del Tratamiento , Carga Tumoral
13.
Br J Cancer ; 115(8): 929-939, 2016 10 11.
Artículo en Inglés | MEDLINE | ID: mdl-27599042

RESUMEN

BACKGROUND: Histone deacetylase inhibitors (HDACis) like vorinostat are promising radiosensitisers in prostate cancer, but their effect under hypoxia is not known. We investigated gene expression associated with radiosensitisation of normoxic and hypoxic prostate cancer cells by vorinostat. METHODS: Cells were exposed to vorinostat under normoxia or hypoxia and subjected to gene expression profiling before irradiation and clonogenic survival analysis. RESULTS: Pretreatment with vorinostat led to radiosensitisation of the intrinsically radioresistant DU 145 cells, but not the radiosensitive PC-3 and 22Rv1 cells, and was independent of hypoxia status. Knockdown experiments showed that the sensitisation was not caused by repression of hypoxia-inducible factor HIF1 or tumour protein TP53. Global deregulation of DNA repair and chromatin organisation genes was associated with radiosensitisation under both normoxia and hypoxia. A radiosensitisation signature with expression changes of 56 genes was generated and valid for both conditions. For eight signature genes, baseline expression also correlated with sensitisation, showing potential as pretreatment biomarker. The hypoxia independence of the signature was confirmed in a clinical data set. CONCLUSIONS: Pretreatment with HDACi may overcome radioresistance of hypoxic prostate tumours by similar mechanisms as under normoxia. We propose a gene signature to predict radiosensitising effects independent of hypoxia status.


Asunto(s)
Adenocarcinoma/patología , Antineoplásicos/farmacología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Inhibidores de Histona Desacetilasas/farmacología , Ácidos Hidroxámicos/farmacología , Proteínas de Neoplasias/genética , Neoplasias de la Próstata/patología , Fármacos Sensibilizantes a Radiaciones/farmacología , Transcriptoma/efectos de los fármacos , Adenocarcinoma/enzimología , Adenocarcinoma/genética , Biomarcadores de Tumor , Ciclo Celular/efectos de los fármacos , Hipoxia de la Célula , Línea Celular Tumoral , Cromatina/ultraestructura , Reparación del ADN/genética , Técnicas de Silenciamiento del Gen , Genes p53 , Humanos , Subunidad alfa del Factor 1 Inducible por Hipoxia/antagonistas & inhibidores , Subunidad alfa del Factor 1 Inducible por Hipoxia/genética , Masculino , Proteínas de Neoplasias/biosíntesis , Neoplasias de la Próstata/enzimología , Neoplasias de la Próstata/genética , Interferencia de ARN , Tolerancia a Radiación/efectos de los fármacos , Tolerancia a Radiación/genética , Ensayo de Tumor de Célula Madre , Proteína p53 Supresora de Tumor/antagonistas & inhibidores , Vorinostat
14.
Cardiovasc Ultrasound ; 13: 5, 2015 Jan 27.
Artículo en Inglés | MEDLINE | ID: mdl-25628215

RESUMEN

BACKGROUND: Carotid intima media thickness (CIMT) measured with ultrasound (US) is widely used as biomarker for arteriosclerosis and as surrogate endpoint in interventional studies to assess efficacy of drug therapies. Strict US protocols are necessary to ensure reproducibility. The range of US signal intensities used for image formation, the dynamic range (DR), is rarely reported in studies and little is known about its effect on CIMT measurements in humans. The purpose of this study was to quantify the impact of DR on measurements of CIMT. METHODS: US was used to examine 313 carotid arteries in participants from two different clinical studies. For each artery, images with DR of 40, 55, 70 and 85 dB were captured from the same frozen US frame. Mean CIMT (CIMTmean), maximum CIMT (CIMTmax) and standard deviation of CIMT (CIMTsd) were obtained for all images. CIMT for different DRs were compared using student t-test. RESULTS: CIMTmean for 40, 55, 70 and 85 dB were 0.529, 0.564, 0.590 and 0.605 mm respectively. For CIMTmax the corresponding values were 0.626, 0.667, 0.698, and 0.716 mm. CIMTmean and CIMTmax increased significantly for increasing DR steps (p < 0.01). The relative change in CIMTmean and CIMTmax were largest between 40 and 55 dB (6.7% and 7.0%) and smallest between 70 and 85 dB (2.6% and 2.7%) indicating a declining dependency for increasing DR. CONCLUSIONS: DR significantly changes CIMT measurements and the changes are most prominent for lower DRs. The effect of changing DR is larger in human arteries than in phantoms. Reporting the DR will therefore increase the validity of CIMT data.


Asunto(s)
Enfermedades Cardiovasculares/diagnóstico por imagen , Arterias Carótidas/diagnóstico por imagen , Grosor Intima-Media Carotídeo , Complicaciones de la Diabetes/diagnóstico por imagen , Adolescente , Adulto , Femenino , Humanos , Masculino , Estudios Prospectivos , Reproducibilidad de los Resultados , Adulto Joven
15.
Acta Radiol ; 56(3): 368-73, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24615418

RESUMEN

BACKGROUND: The radiographers' role in ultrasound (US) has been debated due to the operator-dependent aspect of diagnostic US. With standardized cine-loop ultrasound (SCUS) a reliable diagnosis can be achieved by reading SCUS independently from performing the procedure. PURPOSE: To study the correlation between sonographic findings when SCUS is performed and read by a radiologist and when SCUS is performed by a radiographer and read by a radiologist, and to assess the radiologists' confidence when reading SCUS examinations performed by a radiographer. MATERIAL AND METHODS: Thirty-four patients (64 kidneys) who underwent SCUS of the kidneys were included in this study. All patients underwent two consecutive SCUS examinations, one performed by an experienced radiologist reading his own examination (online), and one performed by a SCUS-trained radiographer, read by an experienced radiologist who was not involved in the examination of the patient (offline). Study reports were made using a structured report form designed for this study. Confidence was measured on a visual analog scale ranging from 0 (no confidence) to 100 (extremely confident). The final diagnosis (the reference standard) was defined as the consensus between two US-experienced radiologists. All personnel were blinded to each other's results. RESULTS: We found discordance between image findings for online and offline in eight out of 64 kidneys. There was no systematic difference between online and offline reading. There was a good correlation between online and offline, kappa 0.75 (95% CI 0.60-0.90, P < 0.001). Kappa correlation for online and offline compared to reference standard was 0.94 (95% CI 0.86-1.00, P < 0.001) and 0.81 (95% CI 0.66-0.96, P < 0.001), respectively. Radiologists reported a confidence level of 88 (range, 74-94) and 85 (range, 67-92) in the online and offline group, respectively (P = 0.005). CONCLUSION: There is a high degree of correlation between reported findings in radiologist and radiographer performed SCUS examinations.


Asunto(s)
Competencia Clínica/estadística & datos numéricos , Documentación/métodos , Interpretación de Imagen Asistida por Computador/métodos , Riñón/diagnóstico por imagen , Radiografía/normas , Radiología/normas , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Sistemas en Línea , Estándares de Referencia , Reproducibilidad de los Resultados , Ultrasonografía , Adulto Joven
16.
Acta Radiol ; 56(2): 152-8, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24585944

RESUMEN

BACKGROUND: 18F fluoro-deoxyglucose (FDG) positron emission tomography / computed tomography (PET/CT) is a well-recognized diagnostic tool used for staging and monitoring of therapy response for lymphomas. During the past decade diffusion-weighted (DW) magnetic resonance imaging (MRI) is increasingly being included in the assessment of tumor response for various cancers. PURPOSE: To compare the change in maximum standardized uptake value (ΔSUVmax) from FDG PET/CT with the change in apparent diffusion coefficient (ΔADC) from DW MRI after initiation of the first cycle of chemotherapy in patients with Hodgkin's lymphoma (HL) and in patients with diffuse large B-cell lymphoma (DLBCL). MATERIAL AND METHODS: Twenty-seven consecutive patients with histologically proven lymphoma and lymphomatous lymph nodes (LLN) of the neck (19 with HL, 8 with DLBCL) underwent FDG PET/CT and MRI of the neck before and after initiation of the first cycle of chemotherapy. The mean time interval from initiation of chemotherapy to imaging was 19 days and 2 days for FDG PET/CT and MRI, respectively. For each patient ΔSUVmax, ΔADC, and change in volume of the same LLN were compared. RESULTS: There was a significant mean decrease of SUVmax by 70%, but no significant change in ADC. There was no significant reduction in LLN volume. CONCLUSION: There was no significant correlation between ΔSUVmax and ΔADC. Thus, our data do not support that FDG PET/CT can be replaced by early DW MRI for response evaluation in lymphoma patients.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Imagen de Difusión por Resonancia Magnética/métodos , Neoplasias de Cabeza y Cuello/diagnóstico , Neoplasias de Cabeza y Cuello/tratamiento farmacológico , Linfoma/diagnóstico , Linfoma/tratamiento farmacológico , Tomografía Computarizada por Rayos X/métodos , Adulto , Anciano , Anciano de 80 o más Años , Bleomicina/administración & dosificación , Dacarbazina/administración & dosificación , Doxorrubicina/administración & dosificación , Diagnóstico Precoz , Femenino , Fluorodesoxiglucosa F18 , Humanos , Masculino , Persona de Mediana Edad , Imagen Multimodal/métodos , Pronóstico , Radiofármacos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Resultado del Tratamiento , Vinblastina/administración & dosificación , Adulto Joven
17.
J Magn Reson Imaging ; 40(6): 1382-91, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24470360

RESUMEN

PURPOSE: To explore possible associations between in vivo pharmacokinetic dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) parameters and the presence of disseminated tumor cells (DTCs) in bone marrow in breast cancer patients at the time of diagnosis. MATERIALS AND METHODS: Thirty-seven women with breast cancer (stage T2-4N0-1M0) were included. Patients were classified as DTC+ if one or more DTCs were detected by immunocytochemistry. DCE-MRI was acquired with a radial 3D T1 -weighted spoiled gradient echo sequence with k-space weighted image contrast. K(trans), kep, and ve were calculated using the extended Tofts model and a population-derived arterial input function. The nonparametric Mann-Whitney U-test was used to compare the histogram distributions of the pharmacokinetic parameters for the DTC+ and the DTC- patients. RESULTS: DTCs were detected in 7 of the 37 patients (19%). In DTC+ patients, the distribution of tumor K(trans) and kep were significantly (P < 0.01) more shifted towards lower values than in DTC- patients. CONCLUSION: An association between vascular dependent pharmacokinetic DCE-MRI parameters and the presence of DTCs were found. Compared to DTC- patients, DTC+ patients had poorer perfusion and permeability, indicative of hypoxia. Thus, pharmacokinetic parameters might be surrogate biomarkers of metastatic potential and future relapse.


Asunto(s)
Neoplasias de la Médula Ósea/patología , Neoplasias de la Médula Ósea/secundario , Neoplasias de la Mama/patología , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Células Neoplásicas Circulantes/patología , Neovascularización Patológica/patología , Adulto , Anciano , Neoplasias de la Mama/complicaciones , Femenino , Humanos , Persona de Mediana Edad , Invasividad Neoplásica , Neovascularización Patológica/etiología , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Estadística como Asunto
19.
Eur Radiol ; 23(4): 1027-33, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23111816

RESUMEN

OBJECTIVES: To explore how apparent diffusion coefficients (ADCs) in malignant breast lesions are affected by selection of b values in the monoexponential model and to compare ADCs with diffusion coefficients (Ds) obtained from the biexponential model. METHODS: Twenty-four women (mean age 51.3 years) with locally advanced breast cancer were included in this study. Pre-treatment diffusion-weighted magnetic resonance imaging was performed using a 1.5-T system with b values of 0, 50, 100, 250 and 800 s/mm(2). Thirteen different b value combinations were used to derive individual monoexponential ADC maps. All b values were used in the biexponential model. RESULTS: Median ADC (including all b values) and D were 1.04 × 10(-3) mm(2)/s (range 0.82-1.61 × 10(-3) mm(2)/s) and 0.84 × 10(-3) mm(2)/s (range 0.17-1.56 × 10(-3) mm(2)/s), respectively. There was a strong positive correlation between ADCs and Ds. For clinically relevant b value combinations, maximum deviation between ADCs including and excluding low b values (<100 s/mm(2)) was 11.8 %. CONCLUSION: Selection of b values strongly affects ADCs of malignant breast lesions. However, by excluding low b values, ADCs approach biexponential Ds, demonstrating that microperfusion influences the diffusion signal. Thus, care should be taken when ADC calculation includes low b values.


Asunto(s)
Algoritmos , Neoplasias de la Mama/patología , Imagen de Difusión por Resonancia Magnética/métodos , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Adulto , Anciano , Femenino , Humanos , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
20.
Eur Radiol ; 23(4): 1158-66, 2013 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23114883

RESUMEN

OBJECTIVES: To determine the accuracy and assess the clinical significance of surface-coil 1.5-T magnetic resonance imaging (MRI) for the detection of locally advanced prostate cancer (PCa). METHODS: Between December 2007 and January 2010, we examined 209 PCa patients (mean age = 62.5 years) who were consecutively treated with robot-assisted laparoscopic prostatectomy and prospectively staged by MRI. One hundred and thirty-five patients (64.6 %) had locally advanced disease. Conventional clinical tumour stage and MRI-assessed tumour stage were compared with histopathological tumour stage (pT). Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and overall accuracy (OA) were calculated using pT as the "gold standard". Overstaged and understaged cases at MRI were reviewed. RESULTS: Sensitivity, specificity, PPV, NPV and OA for the detection of locally advanced disease were 25.9, 95.9, 92.1, 41.2 and 50.5 % and 56.3, 82.2, 85.4, 50.4 and 65.4 % for clinical staging and MRI, respectively. Among patients understaged at MRI, the resection margins were free in 64.4 % of the cases (38/59). CONCLUSIONS: Although the accuracy was limited, the detection of locally advanced disease improved substantially when MRI was added to routine clinical staging. The majority of the understaged patients nevertheless achieved free margins. When assessing the clinical significance of MRI staging the extent of extraprostatic extension has to be considered.


Asunto(s)
Imagen por Resonancia Magnética/instrumentación , Imagen por Resonancia Magnética/métodos , Pelvis/patología , Neoplasias de la Próstata/patología , Neoplasias de la Próstata/cirugía , Adulto , Anciano , Diseño de Equipo , Análisis de Falla de Equipo , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Pronóstico , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Resultado del Tratamiento
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