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1.
Mol Cancer ; 23(1): 37, 2024 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-38374062

RESUMO

Soft tissue sarcomas (STS) are diverse mesenchymal tumors with few therapeutic options in advanced stages. Trabectedin has global approval for treating STS patients resistant to anthracycline-based regimens. Recent pre-clinical data suggest that trabectedin's antitumor activity extends beyond tumor cells to influencing the tumor microenvironment (TME), especially affecting tumor-associated macrophages and their pro-tumoral functions. We present the phase I/II results evaluating a combination of metronomic trabectedin and low-dose cyclophosphamide on the TME in patients with advanced sarcomas. 50 patients participated: 20 in phase I and 30 in phase II. Changes in the TME were assessed in 28 patients using sequential tumor samples at baseline and day two of the cycle. Treatment notably decreased CD68 + CD163 + macrophages in biopsies from tumor lesions compared to pre-treatment samples in 9 of the 28 patients after 4 weeks. Baseline CD8 + T cell presence increased in 11 of these patients. In summary, up to 57% of patients exhibited a positive immunological response marked by reduced M2 macrophages or increased CD8 + T cells post-treatment. This positive shift in the TME correlated with improved clinical benefit and progression-free survival. This study offers the first prospective evidence of trabectedin's immunological effect in advanced STS patients, highlighting a relationship between TME modulation and patient outcomes.This study was registered with ClinicalTrial.gov, number NCT02406781.


Assuntos
Antineoplásicos Alquilantes , Sarcoma , Humanos , Trabectedina/uso terapêutico , Estudos Prospectivos , Antineoplásicos Alquilantes/uso terapêutico , Sarcoma/tratamento farmacológico , Sarcoma/patologia , Ciclofosfamida/uso terapêutico , Dioxóis , Microambiente Tumoral
2.
Eur Radiol ; 33(9): 6513-6521, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37004570

RESUMO

OBJECTIVE: Renal cell carcinomas represent the sixth- and tenth-most frequently diagnosed cancer in men and women. Recently, percutaneous-guided thermal ablations have proved to be as effective as partial nephrectomy and safer for treating small renal masses (i.e., < 3 cm). This study compared the perioperative and recurrence outcomes of percutaneous thermal ablation (TA) and robotic-assisted partial nephrectomy (RAPN) for the treatment of T1b renal cell carcinomas (4.1-7 cm). METHODS: Retrospective data from 11 centers on the national database, between 2010 and 2020, included 81 patients treated with thermal ablation (TA) and 308 patients treated with RAPN for T1b renal cell carcinoma, collected retrospectively and matched for tumor size, histology results, and the RENAL score. TA included cryoablation and microwave ablation. Endpoints compared the rate between the two groups: local recurrence, metastases, complications, renal function decrease, and length of hospitalization. RESULTS: After matching, 75 patients were included in each group; mean age was 76.6 (± 9) in the TA group and 61.1 (± 12) in the RAPN group, including 69.3% and 76% men respectively. The local recurrence (LR) rate was significantly higher in the TA group than in the PN group (14.6% vs 4%; p = 0.02). The LR rate was 20% (1/5) after microwave ablation, 11.1% (1/9) after radiofrequency ablation, and 14.7% (9/61) after cryoablation. The major complication rate (Clavien-Dindo ≥ 3) was higher following PN than after TA (5.3% vs 0%; p < 0.001). Metastases, eGFR decrease, and length of hospitalization did not differ significantly between the two groups. CONCLUSIONS: The local recurrence rate was significantly higher after thermal ablation; however, thermal ablation resulted in significantly lower rates of complications. Thermal ablation and robotic-assisted partial nephrectomy are effective treatments for T1b renal cancer; however, the local recurrence rate was higher after thermal ablation. KEY POINTS: • The local recurrence rate was significantly higher in the thermal ablation group than in the partial nephrectomy group. • The major complication rate (Clavien-Dindo ≥ 3) was higher following PN than after TA (5.3% vs. 0%; p < 0.001).


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Procedimentos Cirúrgicos Robóticos , Masculino , Humanos , Feminino , Idoso , Carcinoma de Células Renais/patologia , Estudos Retrospectivos , Procedimentos Cirúrgicos Robóticos/métodos , Análise por Pareamento , Neoplasias Renais/cirurgia , Neoplasias Renais/patologia , Nefrectomia/métodos , Resultado do Tratamento
3.
J Magn Reson Imaging ; 54(2): 537-548, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33594768

RESUMO

BACKGROUND: Magnetic resonance imaging (MRI)-based radiomics features (RFs) quantify tumors radiological phenotypes but are sensitive to postprocessing parameters, including the intensity harmonization technique (IHT), while mappings enable objective quantitative assessment. PURPOSE: To investigate whether T2 mapping could improve repeatability, reproducibility, and performances of radiomics compared to conventional T2-weighted imaging (T2WI). STUDY TYPE: Prospective. SUBJECTS: Twenty-six healthy adults. FIELD STRENGTH/SEQUENCE: Respiratory-trigged radial turbo spin echo (TSE) multiecho T2 mapping (prototype) and conventional TSE T2WI of the abdomen were acquired twice at 1.5 T. ASSESSMENT: T2 maps were reconstructed using a two-parameter exponential fitting model. Volumes-of-interest (VOIs) were manually drawn in six tissues: liver, kidney, pancreas, muscle, bone, and spleen. After co-registration, conventional T2WIs were processed with two IHTs (standardization [std] and histogram-matching [HM]) resulting in four paired input image types: initial T2WI, T2WIstd , T2WIHM , and T2-map. VOIs were propagated to extract 45 RFs from MRI-1 and MRI-2 of each image type (LIFEx, v5.10). STATISTICAL TESTS: Influence of the input data type on RF values was evaluated with analysis of variance. RFs test-retest repeatability and reproducibility over multiple segmentations were evaluated with intra-class correlation coefficient (ICC). Correlations between k-means clusters and the six tissues depending on the RFs dataset were investigated with adjusted-Rand-index (ARI). RESULTS: About 41 of 45 (91.1%) RFs were significantly influenced by the input image type (P values < 0.05), which was the most influential factor on repeatability of RFs (P-value < 0.05). Repeatability ICCs from T2-map displayed intermediate values between the initial T2WI (range: 0.407-0.736) and the T2WIHM (range: 0.724-0.817). The number of RFs with interobserver and intraobserver reproducibility ICCs ≥ 0.90 was 37/45 (82.2%) for T2WIHM , 33/45 (73.3%) for T2WIstd , 31/45 (68.9%) for T2 map, and 25/45 (55.6%) for the initial T2WI. T2 map provided the best tissue discrimination (ARI = 0.414 vs. 0.157 with T2WIHM ). DATA CONCLUSION: T2 mapping provided RFs with moderate to substantial repeatability and reproducibility ICCs, along with the most preserved discriminative information. LEVEL OF EVIDENCE: 1 TECHNICAL EFFICACY: 1.


Assuntos
Abdome , Imageamento por Ressonância Magnética , Estudos Prospectivos , Radiografia , Reprodutibilidade dos Testes
4.
Eur Radiol ; 31(11): 8302-8314, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33954806

RESUMO

OBJECTIVES: Radiofrequency ablation (RFA) of lung metastases of colorectal origin can improve patient survival and quality of life. Our aim was to identify pre- and per-RFA features predicting local control of lung metastases following RFA. METHODS: This case-control single-center retrospective study included 119 lung metastases treated with RFA in 48 patients (median age: 60 years). Clinical, technical, and radiological data before and on early CT scan (at 48 h) were retrieved. After CT scan preprocessing, 64 radiomics features were extracted from pre-RFA and early control CT scans. Log-rank tests were used to detect categorical variables correlating with post-RFA local tumor progression-free survival (LTPFS). Radiomics prognostic scores (RPS) were developed on reproducible radiomics features using Monte-Carlo cross-validated LASSO Cox regressions. RESULTS: Twenty-six of 119 (21.8%) nodules demonstrated local progression (median delay: 11.2 months). In univariate analysis, four non-radiomics variables correlated with post-RFA-LTPFS: nodule size (> 15 mm, p < 0.001), chosen electrode (with difference between covered array and nodule diameter < 20 mm or non-expandable electrode, p = 0.03), per-RFA intra-alveolar hemorrhage (IAH, p = 0.002), and nodule location into the ablation zone (not seen or in contact with borders, p = 0.005). The highest prognostic performance was reached with the multivariate model including a RPS built on 4 radiomics features from pre-RFA and early revaluation CT scans (cross-validated concordance index= 0.74) in which this RPS remained an independent predictor (cross-validated HR = 3.49, 95% confidence interval = [1.76 - 6.96]). CONCLUSIONS: Technical, radiological, and radiomics features of the lung metastases before RFA and of the ablation zone at 48 h can help discriminate nodules at risk of local progression that could benefit from complementary local procedure. KEY POINTS: • The highest prognostic performance to predict post-RFA LTPFS was reached with a parsimonious model including a radiomics score built with 4 radiomics features. • Nodule size, difference between electrode diameter, use of non-expandable electrode, per-RFA hemorrhage, and a tumor not seen or in contact with the ablation zone borders at 48-h CT were correlated with post-RFA LTPFS.


Assuntos
Ablação por Cateter , Neoplasias Colorretais , Neoplasias Hepáticas , Neoplasias Pulmonares , Ablação por Radiofrequência , Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/cirurgia , Humanos , Neoplasias Hepáticas/cirurgia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/cirurgia , Pessoa de Meia-Idade , Qualidade de Vida , Estudos Retrospectivos , Resultado do Tratamento
5.
Radiology ; 296(1): 227-235, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32343213

RESUMO

Background Percutaneous radiofrequency ablation (RFA) is effective in the management of bone tumors. However, knowledge of the complication rate and risk factors for complications of RFA is lacking. Purpose To report the complication rate and risk factors of bone tumor RFA. Materials and Methods This retrospective study reviewed complications in consecutive patients who underwent RFA of primary or metastatic bone tumors from January 2008 to April 2018. Complications were categorized into major (grade 3 or 4, severe or life-threatening) or minor (grade 1 or 2, mild or moderate) according to Common Terminology Criteria for Adverse Events. Univariable and multivariable regression analyses were performed to identify variables associated with complications of RFA. Results A total of 169 patients (median age, 63 years; interquartile range, 55-73 years; 85 men) with 217 tumors were evaluated. The total complication rate was 30.0% (65 of 217; 95% confidence interval [CI]: 23.8%, 36.0%). The major complication rate was 2.3% (five of 217; 95% CI: 0.8%, 5.3%), with secondary fracture being the most frequent event (1.8% [four of 217]). The minor complication rate was 27.7% (60 of 217; 95% CI: 21.7%, 33.6%), with immediate postoperative pain being the most frequent event (18.0% [39 of 217]). Risk factors for all complications included tumor size greater than 3 cm (adjusted odds ratio [AOR], 2.4 [95% CI: 1.2, 4.5]; P = .03) and previous radiation therapy (AOR, 3.8 [95% CI: 2.0, 7.4]; P = .02). The only risk factor for minor complications was previous radiation therapy (AOR, 2.2 [95% CI: 1.0, 4.7]; P = .04). Conclusion Bone tumor radiofrequency ablation is safe, with a low rate of major complications mainly consistent with secondary fractures. Risk factors for complications are tumor size greater than 3 cm and previous radiation therapy. © RSNA, 2020 Online supplemental material is available for this article.


Assuntos
Neoplasias Ósseas/cirurgia , Ablação por Radiofrequência/métodos , Radiografia Intervencionista/métodos , Tomografia Computadorizada por Raios X/métodos , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
6.
J Magn Reson Imaging ; 52(1): 282-297, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-31922323

RESUMO

BACKGROUND: Heterogeneity on pretreatment dynamic contrast-enhanced (DCE)-MRI of sarcomas may be prognostic, but the best technique to capture this characteristic remains unknown. PURPOSE: To investigate the best method to extract prognostic data from baseline DCE-MRI. STUDY TYPE: Retrospective, single-center. POPULATION: Fifty consecutive uniformly-treated adults with nonmetastatic high-grade sarcomas. FIELD STRENGTH/SEQUENCE: 1.5T; T2 -weighted-imaging, fat-suppressed fast spoiled gradient echo DCE-MRI. ASSESSMENT: Ninety-two radiomics features (RFs) were extracted at each DCE-MRI phase (11, from t = 0-88 sec). Relative changes in RFs (rRFs) since the acquisition baseline were calculated (11 × 92 rRFs). Curves of rRF as function of time postinjection were integrated (92 integrated-rRFs [irRFs]). Ktrans and area under the time-intensity curve at 88-sec parametric maps were computed and 2 × 92 parametric-RFs (pRFs) were extracted. Five DCE-MRI-based radiomics models were built on: an RFs subset (32 sec, 64 sec, 88 sec); all rRFs; all irRFs; and all pRFs. Two models were elaborated as reference, on: conventional radiological features; and T2 -WI RFs. STATISTICAL TESTS: A common machine-learning approach was applied to radiomics models. Features with P < 0.05 at univariate analysis were entered in a LASSO-penalized Cox regression including bootstrapped 10-fold cross-validation. The resulting radiomics scores (RScores) were dichotomized per their median and entered in multivariate Cox models for predicting metastatic relapse-free survival. Models were compared with integrative area under the curve (AUC) and concordance index. RESULTS: Only dichotomized RScores from models based on rRFs subset, all rRFS and irRFS correlated with prognostic (P = 0.0107-0.0377). The models including all rRFs and irRFs had the highest c-index (0.83), followed by the radiological model. The radiological model had the highest integrative AUC (0.87), followed by models including all rRFs and irRFs. The radiological and full rRFs models were significantly better than the T2 -based radiomics model (P = 0.02). DATA CONCLUSION: The initial DCE-MRI of STS contains prognostic information. It seems more relevant to make predictions on rRFs instead of pRFs. Evidence Level: 3 Technical Efficacy: 3 J. Magn. Reson. Imaging 2020;52:282-297.


Assuntos
Imageamento por Ressonância Magnética , Recidiva Local de Neoplasia , Sarcoma , Adulto , Humanos , Prognóstico , Estudos Retrospectivos , Sarcoma/diagnóstico por imagem
7.
Eur Radiol ; 30(5): 2413-2424, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31953663

RESUMO

OBJECTIVE: The strongest adverse prognostic factor in myxoid/round cell liposarcomas (MRC-LPS) is the presence of a round cell component above 5% within the tumor bulk. Its identification is underestimated on biopsies and in the neoadjuvant setting. The aim was to improve the prediction of patients' prognosis through a radiomics approach. METHODS: Thirty-five out of 89 patients with MRC-LPS managed at our sarcoma reference center from 2008 to 2017 were included in this IRB-approved retrospective study as they presented with a pre-treatment contrast-enhanced MRI (median age, 49 years old). Two radiologists reported usual conventional/semantic radiological variables. After signal intensity (SI) normalization, voxel size standardization of T2-WI, and whole tumor volume segmentation, 44 3D-radiomics features were extracted. Using least absolute shrinkage and selection operator penalized Cox regression on prefiltered features, a radiomics score based on 3 weighted radiomics features was generated. Four prognostic multivariate models for MRFS were compared using concordance index: (1) clinical model, (2) semantic radiological model, (3) radiomics model, and (4) radiomics + semantic radiological model. RESULTS: Twelve patients showed a metastatic relapse. The radiomics score included FOS_Skewness, GLRLM_LRHGE, and SHAPE_Volume and correlated with MRFS (hazard ratio = 19.37, p = 0.0009) and visual heterogeneity on T2-WI (p < 0.0001). A high score indicated a poorer prognosis. After adjustment, the best predictive performances were obtained with model (4) (concordance index = 0.937) and the lowest with model (1) (concordance index = 0.637). CONCLUSION: Adding selected radiomics features that quantify tumor heterogeneity and shape at baseline to a conventional radiological analysis improves prediction of MRC-LPS patients' prognosis. KEY POINTS: • Fourteen radiomics features quantifying shape and heterogeneity of myxoid/round cell liposarcomas on T2-WI were associated with metastatic relapse in univariate analysis. • A radiomics score based on 3 selected and weighted radiomics features was a strong and independent prognostic factor for metastatic relapse-free survival. • The best prediction of metastatic relapse-free survival for myxoid/round cell liposarcomas was achieved by combining the radiomics score to relevant radiological features.


Assuntos
Lipossarcoma Mixoide/diagnóstico , Imageamento por Ressonância Magnética/métodos , Recidiva Local de Neoplasia/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Feminino , Humanos , Lipossarcoma Mixoide/secundário , Lipossarcoma Mixoide/terapia , Extremidade Inferior , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante , Metástase Neoplásica , Prognóstico , Recidiva , Estudos Retrospectivos , Neoplasias de Tecidos Moles , Carga Tumoral
8.
Radiology ; 291(3): 710-721, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30964422

RESUMO

Background Managing soft-tissue sarcoma (STS) relies on histologic grade, which is the strongest prognostic factor and a routine assessment at biopsy. However, underestimation of histologic grade may occur because of tumor heterogeneity. Purpose To identify MRI features that are associated with high-grade STS (grade III) and to determine the relationship between MRI features and patient survival. Materials and Methods In this retrospective single-center study, patients (age ≥16 years) were included if they presented with STS diagnosed between 2008 and 2015, had a baseline contrast material-enhanced MRI study, had a pathologic grade assessed on the whole surgical specimen, and had no history of neoadjuvant treatment. Visceral sarcomas, well-differentiated liposarcomas, and angiosarcomas were excluded. Images were evaluated for size, heterogeneity, architecture, margins, and surrounding tissue at T2-weighted, T1-weighted precontrast, and T1-weighted postcontrast MRI. χ2 tests, Fisher tests, and multivariable binary logistic regression were performed to identify features associated with a final grade of III. The associations between combinations of these features and overall survival and metastasis-free survival were investigated with Kaplan-Meier curves and multivariable Cox models. Results A total of 130 patients were included (53 women [mean age ± standard deviation, 60.7 years ± 19.2]); 72 of the 130 (55.4%) STSs were grade III. At multivariable analysis, three MRI features were associated with grade III STS: peritumoral enhancement (odds ratio [OR], 3.4; P = .003), presence of an area compatible with necrosis (OR, 2.4; P = .03), and heterogeneous signal intensities greater than or equal to 50% at T2-weighted imaging (OR, 2.3; P = .04). The presence of at least two of these three features was an independent predictor of metastasis-free survival (hazard ratio, 4.5; P = .01) and overall survival (hazard ratio, 4.2; P = .04). Conclusion MRI features including necrosis, heterogeneity, and peritumoral enhancement of soft-tissue sarcomas were associated with grade III tumors, metastasis-free survival, and overall survival. © RSNA, 2019 Online supplemental material is available for this article.


Assuntos
Interpretação de Imagem Assistida por Computador/métodos , Gradação de Tumores/métodos , Sarcoma/diagnóstico por imagem , Neoplasias de Tecidos Moles/diagnóstico por imagem , Adulto , Idoso , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Sarcoma/mortalidade , Sarcoma/patologia , Neoplasias de Tecidos Moles/mortalidade , Neoplasias de Tecidos Moles/patologia
9.
BMC Cancer ; 19(1): 1182, 2019 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-31795959

RESUMO

BACKGROUND: To determine safety and efficacy of radiofrequency ablation (RFA) for local treatment of lung metastases of renal cell carcinoma (RCC), sequenced or combined with systemic treatments. METHODS: Retrospectively, we studied 53 patients treated by RFA for a maximum of six lung metastases of RCC. The endpoints were local efficacy, overall (OS), disease-free (DFS), pulmonary progression-free (PPFS) and systemic treatment-free (STFS) survivals, complications graded by the CTCAE classification and factors associated with survivals. Potential factors analysed were: clinical and pathological data, tumoral staging of TNM classification, primary tumor histology, Fuhrman's grade, age, number and size of lung metastases and extra-pulmonary metastases pre-RFA. RESULTS: One hundred metastases were treated by RFA. Median follow-up time was 61 months (interquartile range 90-34). Five-year OS was 62% (95% confidence interval (CI): 44-75). Median DFS was 9.9 months (95% CI: 6-16). PPFS at 1 and 3 years was 58.9% (95%CI: 44.1-70.9) and 35.2% (95%CI: 21.6-49.1), respectively. We observed 3% major complications (grade 3 and 4 of CTCAE classification). Local efficacy was 91%. Median STFS was 28.3 months. Thirteen patients (25%) with lung recurrence could be treated by another RFA. T3/T4 tumors had significantly worse OS, PPFS and STFS. Having two or more lung metastases increased the risk of pulmonary progression more than threefold. CONCLUSION: Integrated to systemic treatment strategy, RFA is safe and effective for the treatment strategy of lung metastasis from RCC with good OS and long systemic treatment-free survival. RFA offers the possibility of repeat procedures, with low morbidity.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma de Células Renais/terapia , Neoplasias Renais/terapia , Neoplasias Pulmonares/secundário , Neoplasias Pulmonares/terapia , Ablação por Radiofrequência/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células Renais/patologia , Terapia Combinada , Feminino , Humanos , Neoplasias Renais/patologia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento , Adulto Jovem
10.
J Magn Reson Imaging ; 50(6): 1773-1788, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-30980697

RESUMO

BACKGROUND: Evaluating heterogeneity in tumor vascularization through texture analysis could improve predictions of patients' outcome and response evaluation. PURPOSE: To investigate the influence of temporal parameters on texture features extracted from dynamic contrast-enhanced (DCE)-MRI parametric maps. STUDY TYPE: Prospective cross-sectional study. SUBJECTS: Twenty-five adults with soft-tissue sarcoma (STS), median age: 68 years. FIELD STRENGTH/SEQUENCE: DCE-MRI acquisition using a CAIPIRINHA-Dixon-TWIST-VIBE sequence at 1.5T (temporal resolutions: 2 sec, duration: 5 min). ASSESSMENT: The area under time-intensity curve (AUC) and Ktrans maps were generated for several temporal resolution (dt = 2 sec, 4 sec, 6 sec, 8 sec, 10 sec, 12 sec, 20 sec) and scan durations (T = 3 min, 4 min, 5 min for a 6-sec sampling) by downsampling and truncating the initial DCE-MRI sequence. Tumor volume was manually segmented and propagated on all parametric maps. Thirty-two first- and second order-texture features were extracted per map to quantify the intratumoral heterogeneity. STATISTICAL TESTS: The influence of temporal parameters on texture features was studied with repeated-measures analysis of variance (or nonparametric equivalent). The dispersion of each texture feature depending on temporal parameters was estimated with coefficients of variation (CVs). The performances of multivariate models to predict the response to chemotherapy (ie, binary logistic regression based on the baseline texture features) were compared. RESULTS: The temporal resolution had a significant influence on 12/32 (37.5%) and 14/32 (43.8%) texture features evaluated on AUC and Ktrans maps, respectively (range of P < 0.0001-0.0395). Scan duration had a significant influence on 23/32 (71.9%) texture features from Ktrans map (range of P < 0.0001-0.0321). Dispersion was high (mean CV >0.5) with sampling for 2/32 (6.3%) and 10/32 (31.3%) features from AUC and Ktrans maps, respectively; and with truncating for 6/32 (18.8%) features from Ktrans map. The area under the receiver operating characteristics curve of predictive models ranged from 0.77 (95% confidence interval [CI] = [0.54-1.00], with dt = 6 sec T = 4 min) to 0.90 (95% CI = [0.74-1.00], with dt = 6 sec T = 5 min). DATA CONCLUSION: The values of texture features extracted from DCE-MRI parametric maps can be influenced by temporal parameters, which can lead to variations in performance of predictive models. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:1773-1788.


Assuntos
Meios de Contraste , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Neovascularização Patológica/diagnóstico por imagem , Sarcoma/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Sarcoma/irrigação sanguínea , Sarcoma/patologia , Tempo , Carga Tumoral
11.
J Magn Reson Imaging ; 50(2): 497-510, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30569552

RESUMO

BACKGROUND: Standard of care for patients with high-grade soft-tissue sarcoma (STS) are being redefined since neoadjuvant chemotherapy (NAC) has demonstrated a positive effect on patients' outcome. Yet response evaluation in clinical trials still relies on RECIST criteria. PURPOSE: To investigate the added value of a Delta-radiomics approach for early response prediction in patients with STS undergoing NAC. STUDY TYPE: Retrospective. POPULATION: Sixty-five adult patients with newly-diagnosed, locally-advanced, histologically proven high-grade STS of trunk and extremities. All were treated by anthracycline-based NAC followed by surgery and had available MRI at baseline and after two chemotherapy cycles. FIELD STRENGTH/SEQUENCE: Pre- and postcontrast enhanced T1 -weighted imaging (T1 -WI), turbo spin echo T2 -WI at 1.5 T. ASSESSMENT: A threshold of <10% viable cells on surgical specimens defined good response (Good-HR). Two senior radiologists performed a semantic analysis of the MRI. After 3D manual segmentation of tumors at baseline and early evaluation, and standardization of voxel-sizes and intensities, absolute changes in 33 texture and shape features were calculated. STATISTICAL TESTS: Classification models based on logistic regression, support vector machine, k-nearest neighbors, and random forests were elaborated using crossvalidation (training and validation) on 50 patients ("training cohort") and was validated on 15 other patients ("test cohort"). RESULTS: Sixteen patients were good-HR. Neither RECIST status (P = 0.112) nor semantic radiological variables were associated with response (range of P-values: 0.134-0.490) except an edema decrease (P = 0.003), although 14 shape and texture features were (range of P-values: 0.002-0.037). On the training cohort, the highest diagnostic performances were obtained with random forests built on three features: Δ_Histogram_Entropy, Δ_Elongation, Δ_Surrounding_Edema, which provided: area under the curve the receiver operating characteristic = 0.86, accuracy = 88.1%, sensitivity = 94.1%, and specificity = 66.3%. On the test cohort, this model provided an accuracy of 74.6% but 3/5 good-HR were systematically ill-classified. DATA CONCLUSION: A T2 -based Delta-radiomics approach might improve early response assessment in STS patients with a limited number of features. LEVEL OF EVIDENCE: 3 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:497-510.


Assuntos
Quimioterapia Adjuvante , Processamento de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Terapia Neoadjuvante , Sarcoma/diagnóstico por imagem , Sarcoma/tratamento farmacológico , Adulto , Idoso , Algoritmos , Antraciclinas/uso terapêutico , Área Sob a Curva , Reações Falso-Positivas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
12.
Eur Radiol ; 29(9): 4730-4741, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-30762113

RESUMO

OBJECTIVES: SMARCA4-deficient thoracic sarcoma (SMARCA4-DTS) is a recently identified aggressive subtype of sarcoma. The aim of this study was to characterize the CT imaging features of SMARCA4-DTS. METHODS: From June 2011 to May 2017, 21 adult patients with histologically proven SMARCA4-DTS were identified in the radiological database of 2 French sarcoma reference centers with at least one chest CT scan available. The locations, sizes, heterogeneity, margin definitions, and local extensions of the tumors were reported together with their impact on surrounding organs and regional and distant metastases. Pathological findings, molecular analyses, and patients' outcomes were retrieved. RESULTS: Of the 21 included patients (median age 48, range 30-74), 18 (85.7%) were male and 18 (85.7%) had a smoking history. Four main radiological patterns were identified depending on the location of the main tumor burden: mediastinal (n = 13), pleural (n = 6), cervical (n = 1), and retroperitoneal (n = 1). Median size was 120 mm (range 46-266). Characteristic CT imaging features of primary tumors included ill-defined margins (n = 21), heterogeneous enhancement after injection (n = 20), multi-compartment extension from mediastinum to lung apex, pleura, or neck (n = 20), compressive effect responsible for atelectasis (n = 11), vascular encasement (n = 16-5 superior vena cava syndrome), and esophagus invasion (n = 5). Primary tumors showed strong 18F-FDG avidity in eight patients with PET-CT. Necrotic lymphadenopathies were found in 19 patients, with a surrounding infiltrate in 13 patients. Metastatic locations at baseline mainly involved adrenal (n = 10), lung (n = 6), and bone (n = 5). Median overall survival was 5 months (range 1-13). CONCLUSION: Most SMARCA4-DTS present with compressive and infiltrative chest masses with ill-defined necrotic lymphadenopathies. The diagnosis of SMARCA4-DTS should enter in the differentials of the radiologist, especially in the case of a rapidly evolving thoracic mass in young smoking males. KEY POINTS: • SMARCA4-DTS is a very aggressive poorly differentiated sarcoma with a predilection for young and middle-aged adult male smokers. • SMARCA4-DTS, which is mostly located in the chest cavity, can compress and infiltrate all adjacent organs leading to superior vena syndrome, lung atelectasis, epiduritis, spinal cord compression, and esophagus invasion. • SMARCA4-DTS typically demonstrates several ill-defined necrotic lymphadenopathies spreading in axillar, subclavian, cervical, mediastinum, and retroperitoneum.


Assuntos
DNA Helicases/genética , Mutação , Proteínas Nucleares/genética , Sarcoma/diagnóstico por imagem , Sarcoma/genética , Neoplasias Torácicas/diagnóstico por imagem , Neoplasias Torácicas/genética , Fatores de Transcrição/genética , Adulto , Idoso , Feminino , Fluordesoxiglucose F18 , Humanos , Linfonodos/diagnóstico por imagem , Linfonodos/patologia , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Atelectasia Pulmonar/etiologia , Compostos Radiofarmacêuticos , Sarcoma/patologia , Síndrome da Veia Cava Superior/etiologia , Neoplasias Torácicas/complicações , Neoplasias Torácicas/patologia , Tomografia Computadorizada por Raios X , Carga Tumoral , Adulto Jovem
13.
Eur Radiol ; 29(2): 545-555, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30039222

RESUMO

OBJECTIVES: To determine the acquisition delay after gadolinium-chelate injection that optimizes the prediction of the histological response during anthracycline-based neoadjuvant chemotherapy (NAC) for locally advanced high-grade soft-tissue sarcomas (STS). METHODS: Thirty patients (mean age 62 years) were included in this IRB-approved study. All patients received 5-6 cycles of NAC followed by surgery. A good response was defined as ≤ 10% viable cells on histological analysis of the surgical specimen. DCE-MRI was performed before treatment (MRI0) and after two cycles (MRI1). Images were obtained every 8 s. Change in contrast enhancement (CE) between MRI0 and MRI1 was calculated for each acquisition delay 't' on the whole tumor volume. Area under the receiver-operating characteristics curves (AUROC) for change in CE was calculated at each acquisition delay, as well as the accuracy of the Choi criteria. RESULTS: There were 22 (73.3%) poor responders. Acquisition delay had a significant effect on change in CE and on the response status according to Choi (p = 0.0014 and 0.0270, respectively). The highest AUROC was obtained at t = 58 s (0.792) with an optimal threshold of a -30.5% decrease in CE. At t = 58 s, accuracy to predict a poor response was 82.8% above this threshold, while it was 72.4% and 70% with no objective response according to the Choi criteria and RECIST1.1, respectively. CONCLUSION: Optimization of acquisition delay after injection to estimate change in CE improves the prediction of histological response. For STS undergoing NAC, a 60-s delay can be recommended with MRI. KEY POINTS: • Accuracy of response criteria based on contrast enhancement, like the Choi criteria, is dependent on the acquisition delay after gadolinium-chelate injection. • DCE-MRI helps determine the optimal acquisition delay after gadolinium-chelate injection for improving evaluation of tumor response. • In soft tissue sarcoma, an acquisition delay at 60 s optimizes the evaluation of the response and accuracy of the Choi criteria.


Assuntos
Sarcoma/diagnóstico por imagem , Sarcoma/tratamento farmacológico , Neoplasias de Tecidos Moles/diagnóstico por imagem , Neoplasias de Tecidos Moles/tratamento farmacológico , Adulto , Idoso , Antraciclinas/uso terapêutico , Área Sob a Curva , Quimioterapia Adjuvante/métodos , Meios de Contraste , Feminino , Gadolínio , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante/métodos , Curva ROC , Estudos Retrospectivos , Sarcoma/patologia , Fatores de Tempo , Resultado do Tratamento
14.
Int J Hyperthermia ; 36(2): 46-52, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31537155

RESUMO

Non-small cell lung cancer (NSCLC) remains the leading cause of cancer death; percutaneous thermal ablation (TA) has proven feasibility, good local control and good tolerance in stage I tumors for patients with medical comorbidities and who are ineligible for surgery. In this context, stereotactic body radiotherapy (SBRT) has demonstrated high efficacy in treating T1 NSCLC and will need to be compared with percutaneous ablation. TA is also indicated in oligoprogressive disease; and can be proposed as a salvage treatment option for tumor recurrence after radiotherapy. Besides more advanced NSCLC could be also an indication of TA in combination with systemic treatments. A large majority of diagnosed NSCLC do not exhibit specific targetable genetic aberration. Those tumors present poorer prognosis and have been treated with standard chemotherapy regimen until the recent development of immune checkpoint inhibitors (ICIs) based immunotherapy. Combining TA with immunotherapy is promising and still needs to be explored.


Assuntos
Técnicas de Ablação , Neoplasias Pulmonares/cirurgia , Humanos , Resultado do Tratamento
15.
Radiology ; 278(3): 936-43, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26383230

RESUMO

PURPOSE: To retrospectively evaluate the safety and efficacy of percutaneous image-guided laser photocoagulation for the treatment of spinal osteoid osteoma (OO) in proximity to neural structures. MATERIALS AND METHODS: This study was institutional review board-approved with waivers of informed consent. From January 1994 until October 2014, 58 patients with spinal OO (mean age, 25 years; 40 men, 17 women) were treated in one institution by using laser photocoagulation with combined computed tomographic (CT) and fluoroscopic guidance. One patient was excluded because of less than 3 months of follow-up. All patients had typical clinical and imaging findings. Clinical features, radiologic data, and procedure-related data were reviewed, and limitations, complications, and failure rate were evaluated. All data were expressed as means ± standard deviation. P values of less than .05 were indicative of statistical significance. RESULTS: OO was in the vertebral body for 18 of 57 patients, the neural arch for 21 of 57 patients, and the articular process for 18 of 57 patients. Mean nidal diameter was 8 mm, and the mean distance from the closest neural structure was 6.6 mm (minimum distance, ≤5 mm in 35 of 57 patients). In 35 of 57 patients, no cortical coverage was present between the nidus and neural structure in danger. Mean total energy delivered was 1271 J (2-watt continuous power mode). Thermal insulation (carbon dioxide and/or hydrodissection), temperature monitoring, and electrostimulation were used in 42, 24, and one patient, respectively. Primary clinical success at 1 month was 98.2%. Total recurrence rate was 5.3%. All recurrences were addressed percutaneously. Secondary success rate was 100%. One-year follow-up is available in 54 of 57 patients. No major complications were noted. CONCLUSION: Spinal OO can be safely and effectively treated with percutaneous laser photocoagulation. In cases that are less than 8 mm to 10 mm distance and in the absence of cortical coverage, thermal protection techniques of the neural structures should be used.


Assuntos
Lasers , Fotocoagulação/instrumentação , Osteoma Osteoide/cirurgia , Neoplasias da Coluna Vertebral/cirurgia , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Osteoma Osteoide/diagnóstico por imagem , Estudos Retrospectivos , Neoplasias da Coluna Vertebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Resultado do Tratamento
16.
J Vasc Interv Radiol ; 26(11): 1652-7.e1, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26342882

RESUMO

A systematic review of the clinical safety and efficacy of percutaneous breast cancer cryoablation was performed. Of 202 papers screened, seven matched the inclusion criteria. Cryoablation was mainly performed under ultrasound guidance, and on average two cryoprobes were used. Complete local tumor control was noted in 73% of patients (mean follow-up, 8 mo). No major complications were noted. The cosmetic outcome was satisfactory. Breast cancer cryoablation is safe, although local tumor control is suboptimal. The best results are achieved with small (<15 mm) ductal tumors treated by application of multiple cryoprobes.


Assuntos
Neoplasias da Mama/epidemiologia , Neoplasias da Mama/cirurgia , Criocirurgia/estatística & dados numéricos , Mastectomia/estatística & dados numéricos , Satisfação do Paciente/estatística & dados numéricos , Cirurgia Assistida por Computador/estatística & dados numéricos , Neoplasias da Mama/diagnóstico , Feminino , Humanos , Pessoa de Meia-Idade , Resultado do Tratamento
17.
Eur Radiol ; 24(12): 3059-68, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25097132

RESUMO

OBJECTIVE: To review our 10-year experience with percutaneous long bone cementoplasty (PLBC) in poor surgical patients. MATERIALS AND METHODS: Fifty-one patients were included. Primary endpoints were pain and functional outcomes one month following PLBC. A secondary endpoint dealt with factors predicting cement leakage. Delayed adverse events and overall survival (OS) were also investigated. RESULTS: Sixty-six lesions were treated. Local pain relief at 1-month occurred in 59/66 lesions (89.4%); pain improvement was significantly more common for lesions of the upper limb (p < 0.05). Limb functionality at one month improved in 46/64 lesions (71.8%); lesions ≤ 3 cm showed better outcomes in terms of limb function (p <0.05). Cement leakage was minor and asymptomatic in 26 cases (26/66, 39.4 %); in one case (1/66, 1.5%) symptomatic minor amount of intra-articular cement leakage occurred. Factors predicting cement leakage were diaphyseal location of the lesions, cortical bone disruption and extra-bone tumour extension (p < 0.05). The most common delayed adverse event was fracture (6/66, 9.1%). OS at 1-, 2- and 3-years was 61.2%, 30.9% and 23.0%, respectively. CONCLUSIONS: For poor surgical candidates, at 1-month follow-up, PLBC proved to be safe and effective. If stress fracture occurs following PLBC, surgical external fixation is still an affordable therapeutic option. KEY POINTS: Percutaneous long bone cementoplasty may be proposed to poor surgical patients. Pain palliation is more significant for lesions of the upper limb. Limb function improves significantly for lesions sized ≤ 3 cm. Fracture is the most common delayed adverse event (9% of cases). If cement stress fracture occurs, surgical external fixation is still feasible.


Assuntos
Neoplasias Ósseas/cirurgia , Cementoplastia/métodos , Fraturas Espontâneas/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Ossos do Braço , Cimentos Ósseos/uso terapêutico , Neoplasias Ósseas/diagnóstico por imagem , Neoplasias Ósseas/secundário , Feminino , Fraturas Espontâneas/diagnóstico por imagem , Humanos , Ossos da Perna , Masculino , Pessoa de Meia-Idade , Dor Musculoesquelética/tratamento farmacológico , Manejo da Dor/métodos , Polimetil Metacrilato/uso terapêutico , Estudos Retrospectivos , Tomografia Computadorizada por Raios X
18.
Dig Liver Dis ; 56(11): 1930-1937, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38763795

RESUMO

BACKGROUND: The impact of local management of pulmonary metastases on the disease course of patients with metastatic colorectal cancer is poorly assessed. METHODS: REPULCO database was a retrospective cohort on 18 years that included all patients treated for lung metastases from colorectal cancer who received local and/or systemic treatments. AIMS: Primary objective was overall survival, secondary were progression-free survival and survival without chemotherapy. RESULTS: Three hundred and fifteen patients were analyzed, 157 with only systemic treatments, 78 with only local treatments, and 80 with local and systemic treatments. Overall survival at 5 years was 26.9% (IC95%: [17.7-36.9]) for systemic treatments only, 61.0% (IC95%: [40.8-76.1]) for local treatments only, and 77.8% (IC95%: [60.1-88.3]) for local and systemic treatments. Progression-free survival at 2 years was 4.8% (IC95%: [2.1-9.2]) for systemic treatment only, 28.3% (IC95%: [17.7-39.9]) for local treatments only, and 21.8% (IC95%: [13.1-31.9]) for local and systemic treatments. Median survival without chemotherapy was 2.99 months (IC95%: [2.33-3.68]) for systemic treatments, 33.97 months (IC95%: [19.06-NA]) for local treatments, and 12.85 months (IC95%: [8.18-21.06]) for local and systemic treatments. CONCLUSION: Local treatments of lung metastasis led to prolonged survival and allowed long periods of time without chemotherapy in this cohort.


Assuntos
Neoplasias Colorretais , Neoplasias Pulmonares , Humanos , Neoplasias Colorretais/patologia , Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Pulmonares/secundário , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/tratamento farmacológico , Estudos Retrospectivos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Intervalo Livre de Progressão , Adulto , Itália , Idoso de 80 Anos ou mais
19.
AJR Am J Roentgenol ; 201(6): 1353-61, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24261377

RESUMO

OBJECTIVE: The purpose of this study was to evaluate the safety and efficacy of percutaneous renal cryoablation. SUBJECTS AND METHODS: A prospective nonrandomized evaluation of 120 renal tumors in 95 patients treated with percutaneous cryoablation because their condition did not allow surgery focused on tumor characteristics, complications, hospital course, treatment success based on MRI follow-up, and effect on renal function. RESULTS: The mean follow-up period was 28 months (range, 6-63 months). The mean tumor size was 26 mm (range, 10-68 mm), including 20 tumors larger than 40 mm. Ninety-one tumors were treated with CT and 29 with MRI guidance. Fifty-six tumors were anterior, and thermal protection of adjacent organs with carbodissection or hydrodissection was used in 55 cases. According to the Clavien-Dindo classification, five grade II complications and four grade III-V complications occurred. The technical success rate was 94%. Two tumors required a second session of cryoablation because of recurrence or residual tumor. Twelve months after treatment the overall survival was 96.7%, and the disease-free survival rate was 96.4%, including patients with recurrent genetic tumors. Renal function remained unchanged even in the subgroup of patients with a single kidney. CONCLUSION: Midterm follow-up shows that percutaneous renal cryoablation is an effective and safe alternative technique for patients whose condition does not allow surgery and that renal function is preserved. Cryoablation combined with percutaneous thermal protection techniques allows treatment of more complex tumors (large central tumors and tumors close to vulnerable structures). However, T1b and central tumors are associated with higher risk of incomplete treatment.


Assuntos
Criocirurgia/métodos , Neoplasias Renais/patologia , Neoplasias Renais/cirurgia , Imageamento por Ressonância Magnética/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Feminino , Humanos , Imagem por Ressonância Magnética Intervencionista , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias , Estudos Prospectivos , Radiografia Intervencionista , Reoperação , Taxa de Sobrevida , Tomografia Computadorizada por Raios X , Resultado do Tratamento
20.
Skeletal Radiol ; 42(1): 43-8, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22526875

RESUMO

PURPOSE: To describe the technique and clinical outcome of percutaneous injection of bone cement in the treatment of symptomatic para-articular intraosseous cysts. MATERIALS AND METHODS: Five patients (three men, two women; mean age 35 years) with painful para-articular intraosseous cysts were treated by percutaneous injection of bone cement under combined fluoroscopic and computed tomography (CT) guidance. The lesions were all located in weight-bearing bones, involving the acetabulum, proximal tibia, distal tibia, talus, and calcaneus, respectively. RESULTS: The average amount of bone cement injected was 2.1 ml (range, 0.6-3.5 ml). Calcium phosphate cement was used in four cases and acrylic cement in one case. There were no immediate or delayed complications. Full pain relief was obtained between 1 and 4 weeks after treatment. All patients made a complete recovery and were pain-free at their last visit. CONCLUSIONS: Percutaneous injection of bone cement was a safe and efficient technique in the management of symptomatic para-articular intraosseous cysts in our population.


Assuntos
Cimentos Ósseos/uso terapêutico , Cistos Ósseos/tratamento farmacológico , Radiografia Intervencionista/métodos , Acetábulo , Adulto , Cistos Ósseos/diagnóstico por imagem , Calcâneo , Feminino , Fluoroscopia , Humanos , Injeções Intralesionais , Masculino , Tálus , Tíbia , Tomografia Computadorizada por Raios X , Resultado do Tratamento
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