MARCOS ROBERTO DE MENEZES
Projetos de Pesquisa
Unidades Organizacionais
Instituto de Radiologia, Hospital das Clínicas, Faculdade de Medicina
6 resultados
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- Radiomic analysis of MRI to Predict Sustained Complete Response after Radiofrequency Ablation in Patients with Hepatocellular Carcinoma - A Pilot Study(2021) HORVAT, Natally; ARAUJO-FILHO, Jose De Arimateia B.; ASSUNCAO-JR, Antonildes N.; MACHADO, Felipe Augusto de M.; SIMS, John A.; ROCHA, Camila Carlos Tavares; OLIVEIRA, Brunna Clemente; HORVAT, Joao Vicente; MACCALI, Claudia; PUGA, Anna Luisa Boschiroli Lamanna; CHAGAS, Aline Lopes; MENEZES, Marcos Roberto; CERRI, Giovanni GuidoOBJECTIVES: To investigate whether quantitative textural features, extracted from pretreatment MRI, can predict sustained complete response to radiofrequency ablation (RFA) in patients with hepatocellular carcinoma (HCC). METHODS: In this IRB-approved study, patients were selected from a maintained six-year database of consecutive patients who underwent both pretreatment MRI imaging with a probable or definitive imaging diagnosis of HCC (LI-RADS 4 or 5) and loco-regional treatment with RFA. An experienced radiologist manually segmented the hepatic nodules in MRI arterial and equilibrium phases to obtain the volume of interest (VOI) for extraction of 107 quantitative textural features, including shape and first- and second-order features. Statistical analysis was performed to evaluate associations between textural features and complete response. RESULTS: The study consisted of 34 patients with 51 treated hepatic nodules. Sustained complete response was achieved by 6 patients (4 with single nodule and 2 with multiple nodules). Of the 107 features from the arterial and equilibrium phases, 20 (18%) and 25 (23%) achieved AUC >0.7, respectively. The three best performing features were found in the equilibrium phase: Dependence Non-Uniformity Normalized and Dependence Variance (both GLDM class, with AUC of 0.78 and 0.76, respectively) and Maximum Probability (GLCM class, AUC of 0.76). CONCLUSIONS: This pilot study demonstrates that a radiomic analysis of pre-treatment MRI might be useful in identifying patients with HCC who are most likely to have a sustained complete response to RFA. Second-order features (GLDM and GLCM) extracted from equilibrium phase obtained highest discriminatory performance.
- Percutaneous thermoablation of small renal masses (T1a) in surgical candidate patients: oncologic outcomes(2021) ZANGIACOMO, Renato N.; MARTINS, Guilherme L. P.; VIANA, Publio C. C.; HORVAT, Natally; ARAP, Marco A.; NAHAS, William C.; SROUGI, Miguel; CERRI, Giovanni G.; MENEZES, Marcos R.Objective To evaluate the local tumour progression-free survival (LTPFS), metastasis-free survival (MFS), cancer-specific survival (CSS) and overall survival (OS) of healthy surgical candidates who underwent percutaneous thermoablation (TA) as a first-line therapy for small renal masses (T1a). Methods The institutional review board approved this bi-institutional retrospective study of 85 consecutive surgical candidates with 97 biopsy-proven malignant renal masses (T1a) treated with percutaneous TA from 2008 to 2016. The LTPFS, MFS, CSS and OS rates were calculated using the Kaplan-Meier method. Descriptive analysis was also performed. Results The median tumour size was 2.3 cm (range, 0.7-3.9 cm). The minimal and mean follow-up periods were 24 and 56 months, respectively. Local recurrence was detected in four patients (4.7%) at 8.5, 13.8, 58.0 and 64.0 months of follow-up and retreated successfully with percutaneous TA. No patient developed metastatic renal cell carcinoma, and none died due to renal oncologic complications. One patient died of heart attack. The 5-year LTPFS, OS, MFS and CSS rates were 93.0%, 98.4%, 100% and 100%, respectively. Only two patients (2.3%) had major complications (Clavien-Dindo grade > II), including ureteropelvic junction stenosis and urinary obstruction due to ureteral blood clots. Conclusions Our study demonstrates that percutaneous TA is a feasible and effective first-line therapy for healthy surgical candidates with small renal masses (T1a). The 5-year LTPFS, OS, CSS and MFS rates were 93.0%, 98.4%, 100% and 100%, respectively, with a major complication rate of only 2.3%.
- State-of-the-art in radiomics of hepatocellular carcinoma: a review of basic principles, applications, and limitations(2020) SANTOS, Joao Manoel Miranda Magalhaes; OLIVEIRA, Brunna Clemente; ARAUJO-FILHO, Jose de Arimateia Batista; ASSUNCAO- JR., Antonildes N.; MACHADO, Felipe Augusto de M.; ROCHA, Camila Carlos Tavares; HORVAT, Joao Vicente; MENEZES, Marcos Roberto; HORVAT, NatallyRadiomics is a new field in medical imaging with the potential of changing medical practice. Radiomics is characterized by the extraction of several quantitative imaging features which are not visible to the naked eye from conventional imaging modalities, and its correlation with specific relevant clinical endpoints, such as pathology, therapeutic response, and survival. Several studies have evaluated the use of radiomics in patients with hepatocellular carcinoma (HCC) with encouraging results, particularly in the pretreatment prediction of tumor biological characteristics, risk of recurrence, and survival. In spite of this, there are limitations and challenges to be overcome before the implementation of radiomics into clinical routine. In this article, we will review the concepts of radiomics and their current potential applications in patients with HCC. It is important that the multidisciplinary team involved in the treatment of patients with HCC be aware of the basic principles, benefits, and limitations of radiomics in order to achieve a balanced interpretation of the results toward a personalized medicine.
- Lung radiofrequency ablation: post-procedure imaging patterns and late follow-up(2020) ARAUJO-FILHO, Jose de Arimateia Batista; MENEZES, Raonne Souza Almeida Alves; HORVAT, Natally; PANIZZA, Pedro Sergio Brito; BERNARDES, Joao Paulo Giacomini; DAMASCENO, Rodrigo Sanford; OLIVEIRA, Brunna Clemente; MENEZES, Marcos RobertoPurpose: To describe expected imaging features on chest computed tomography (CT) after percutaneous radiofrequency ablation (RFA) of lung tumors, and their frequency over time after the procedure. Methods: In this double-center retrospective study, we reviewed CT scans from patients who underwent RFA for primary or secondary lung tumors. Patients with partial ablation or tumor recurrence during the imaging followup were not included. The imaging features were assessed in pre-defined time points: immediate post-procedure, <= 4 weeks, 5 24 weeks, 25 52 weeks and >= 52 weeks. Late follow-up (3 and 5 years after procedure) was assessed clinically in 48 patients. Results: The study population consisted of 69 patients and 144 pulmonary tumors. Six out of 69 (9%) patients had primary lung nodules (stage I) and 63/69 (91 %) had metastatic pulmonary nodules. In a patient-level analysis, immediately after lung RFA, the most common CT features were ground glass opacities (66/69, 96 %), consolidation (56/69, 81 %), and hyperdensity within the nodule (47/69, 68 %). Less than 4 weeks, ground glass opacities (including reversed halo sign) was demonstrated in 20/22 (91 %) patients, while consolidation and pleural thickening were detected in 17/22 patients (77 %). Cavitation, pneumatocele, pneumothorax and pleural effusions were less common features. From 5 weeks onwards, the most common imaging features were parenchymal bands. Conclusions: Our study demonstrated the expected CT features after lung RFA, a safe and effective minimally invasive treatment for selected patients with primary and secondary lung tumors. Diagnostic and interventional radiologists should be familiar with the expected imaging features immediately after RFA and their change over time in order to avoid misinterpretation and inadequate treatments.
- BRAZILIAN SOCIETY OF HEPATOLOGY UPDATED RECOMMENDATIONS FOR DIAGNOSIS AND TREATMENT OF HEPATOCELLULAR CARCINOMA(2020) CHAGAS, Aline Lopes; MATTOS, Angelo Alves de; CARRILHO, Flair José; BITTENCOURT, Paulo Lisboa; VEZOZZO, Denise Cerqueira Paranaguá; HORVAT, Natally; ROCHA, Manoel de Souza; ALVES, Venâncio Avancini Ferreira; CORAL, Gabriela Perdomo; ALVARES-DA-SILVA, Mario Reis; BARROS, Fabio Marinho do Rego; MENEZES, Marcos Roberto; MONSIGNORE, Lucas Moretti; COELHO, Fabricio Ferreira; SILVA, Renato Ferreira da; SILVA, Rita de Cássia Martins Alves; BOIN, Ilka de Fatima Santana Ferreira; D`ALBUQUERQUE, Luiz Augusto Carneiro; GARCIA, José Huygens Parente; FELGA, Guilherme Eduardo Gonçalves; MOREIRA, Airton Mota; BRAGHIROLI, Maria Ignez Freitas Melro; HOFF, Paulo Marcelo Gehm; MELLO, Vivianne Barretto de; DOTTORI, Mariana Fonseca; BRANCO, Tiago Pugliese; SCHIAVON, Leonardo de Lucca; COSTA, Thaisa de Fátima AlmeidaABSTRACT Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related mortality worldwide. The Brazilian Society of Hepatology (SBH) published in 2015 its first recommendations about the management of HCC. Since then, new data have emerged in the literature, prompting the governing board of SBH to sponsor a single-topic meeting in August 2018 in São Paulo. All the invited experts were asked to make a systematic review of the literature reviewing the management of HCC in subjects with cirrhosis. After the meeting, all panelists gathered together for the discussion of the topics and the elaboration of updated recommendations. The text was subsequently submitted for suggestions and approval of all members of the Brazilian Society of Hepatology through its homepage. The present manuscript is the final version of the reviewed manuscript containing the recommendations of SBH.
- Diagnostic performance of magnetic resonance to assess treatment response after neoadjuvant therapy in patients with locally advanced rectal cancer(2019) NAHAS, Sergio Carlos; NAHAS, Caio Sergio Rizkallah; CAMA, Gerson Montoya; AZAMBUJA, Rodrigo Lautert de; HORVAT, Natally; MARQUES, Carlos Frederico Sparapan; MENEZES, Marcos Roberto; RIBEIRO JUNIOR, Ulysses; CECCONELLO, IvanPurpose Our study aimed to evaluate the diagnostic performance of rectal magnetic resonance imaging (MRI) for local restaging in patients with non-metastatic locally advanced rectal cancer (LARC) after neoadjuvant chemoradiotherapy (CRT) using surgical histopathology of total mesorectal excision as the reference standard. Methods Ninety-five patients with LARC who underwent rectal MRI after CRT between January 2014 and December 2016 were included. Accuracy, sensitivity, specificity, positive, and negative predictive value for local staging regarding T-stage, N-stage, circumferential resection margin, and MRI tumor regression grade (ymriTRG) were calculated, and inter-test agreements were assessed. Results 22/95 (23.2%) patients had radiological complete response (rCR), whereas 20/95 (21.1%) had pathological complete response (pCR). Among the patients with pCR, 11/20 (55%) had rCR. Fair agreement was demonstrated between ymriTRG and pathological TRG (ypTRG) (kappa = 0.255). The sensitivity and specificity for detection of pCR were 61.1% (95% CI 35.7-82.7) and 89.6% (95% CI 80.6-95.4). For the detection of ypTRG grades 1 and 2, the corresponding values were 67.2% (95% CI 54.3-78.4) and 51.6 (95% CI 33.1-69.8). The accuracy of ymriTRG was 24.2% (95% CI 15.6-32.8). Inter-test agreement in TRG between MRI and pathology was overall fair (kappa = 0.255) and slight (kappa = 0.179), if TRG 1 + 2. ] Conclusion Qualitative assessment on MRI for diagnosing pCR showed moderate sensitivity and high specificity, whereas the diagnosis of TRG had moderate sensitivity and low specificity with slight to fair inter-test agreement when compared with pathological specimens.