ALINE LOPES CHAGAS
Projetos de Pesquisa
Unidades Organizacionais
Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina - Médico
LIM/07 - Laboratório de Gastroenterologia Clínica e Experimental, Hospital das Clínicas, Faculdade de Medicina
LIM/07 - Laboratório de Gastroenterologia Clínica e Experimental, Hospital das Clínicas, Faculdade de Medicina
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conferenceObject Dynamic survival analysis of the data from the national survey of hepatocellular carcinoma and liver transplantation in Brazil(2018) FELGA, G.; CHAGAS, A.; ALMEIDA, M. D.; ALVES, V. A. F.; CARRILHO, F. J.- 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.
- Clinical and pathological evaluation of fibrolamellar hepatocellular carcinoma: a single center study of 21 cases(2015) CHAGAS, Aline Lopes; KIKUCHI, Luciana; HERMAN, Paulo; ALENCAR, Regiane S. S. M.; TANI, Claudia M.; DINIZ, Marcio Augusto; PUGLIESE, Vincenzo; ROCHA, Manoel de Souza; D'ALBUQUERQUE, Luiz Augusto Carneiro; CARRILHO, Flair Jose; ALVES, Venancio A. F.OBJECTIVES: Fibrolamellar hepatocellular carcinoma is a rare primary malignant liver tumor that differs from conventional hepatocellular carcinoma in several aspects. The aim of this study was to describe the clinical, surgical and histopathological features of fibrolamellar hepatocellular carcinoma and to analyze the factors associated with survival. METHODS: We identified 21 patients with histopathologically diagnosed fibrolamellar hepatocellular carcinoma over a 22-year period. Clinical information was collected from medical records and biopsies, and surgical specimens were reviewed. RESULTS: The median age at diagnosis was 20 years. Most patients were female (67%) and did not have associated chronic liver disease. Most patients had a single nodule, and the median tumor size was 120 mm. Vascular invasion was present in 31% of patients, and extra-hepatic metastases were present in 53%. Fourteen patients underwent surgery as the first-line therapy, three received chemotherapy, and four received palliative care. Eighteen patients had ""pure fibrolamellar hepatocellular carcinoma,'' whereas three had a distinct area of conventional hepatocellular carcinoma and were classified as having ""mixed fibrolamellar hepatocellular carcinoma.'' The median overall survival was 36 months. The presence of ""mixed fibrolamellar hepatocellular carcinoma'' and macrovascular invasion were predictors of poor survival. Vascular invasion was associated with an increased risk of recurrence in patients who underwent surgery. CONCLUSION: Fibrolamellar hepatocellular carcinoma was more common in young female patients without chronic liver disease. Surgery was the first therapeutic option to achieve disease control, even in advanced cases. Vascular invasion was a risk factor for tumor recurrence. The presence of macrovascular invasion and areas of conventional hepatocellular carcinoma were directly related to poor survival.
- The leading and key role of hepatologists in the multidisciplinary management of patients with hepatocellular carcinoma(2023) MARIN, Juan Ignacio; ANDERS, Margarita; CHAGAS, Aline; MENENDEZ, Josemaria; BELTRAN, Oscar; ESTUPINAN, Enrique Carrera; FERRER, Javier Diaz; MATTOS, Angelo A.; PINERO, Federico
- Tumour epithelial and stromal characteristics of hepatocellular carcinomas with abundant fibrous stroma: fibrolamellar versus scirrhous hepatocellular carcinoma(2017) KIM, Young-Joo; RHEE, Hyungjin; YOO, Jeong Eun; ALVES, Venancio A. F.; KIM, Gi Jeong; KIM, Hye Min; HERMAN, Paulo; CHAGAS, Aline; KIM, Haeryoung; PARK, Young NyunAimsThe scirrhous variant of hepatocellular carcinoma (S-HCC) and fibrolamellar HCC (FL-HCC) are less common subtypes of HCC that are characterized by abundant fibrous stroma. Here, we aimed to investigate differences in the tumour microenvironment and the tumour epithelial cell characteristics of S-HCC and FL-HCC. Methods and resultsWhole tissue sections of 17 S-HCCs and 9 FL-HCCs were subjected to immunohistochemical stains for keratin 7 (K7), K19, EpCAM, CD56/NCAM, CD163, CD68, pSTAT3, FAP, CCN2 and Ki-67. FL-HCC patients were younger than S-HCC patients (P < 0.001), and chronic liver disease was seen in the background of 88.2% of S-HCC and in none of the FL-HCC. CD68 and CD163-positive tumour-infiltrating macrophages, and FAP-positive cancer-associated fibroblasts (CAFs) were more abundant in the stroma of S-HCCs compared to FL-HCCs (all P < 0.05). Tumour epithelial K19 expression was more frequent in S-HCCs compared to FL-HCCs (P = 0.023). Significant positive correlations were seen between pSTAT3 expression status in tumour epithelial cells and CAFs, the extent of stromal CAF and macrophage infiltration and K19 expression status. No significant differences were seen for K7, EpCAM, CD56/NCAM, CCN2 expression and Ki-67 labelling index between S-HCCs and FL-HCCs. ConclusionS-HCC and FL-HCC are subtypes of HCC with extensive fibrosis, and the nature of the fibrous stroma differs between them. While the stroma of FL-HCC is composed of dense lamellated collagenous bands with sparse cellular components, S-HCC demonstrates more abundant CAF and tumour-infiltrating macrophages and stemness-related marker expression, suggesting the presence of a complex tumour microenvironment that may influence the aggressive behaviour of S-HCCs.
- Early variation of inflammatory indexes refines prognostic prediction in patients with hepatocellular carcinoma under systemic treatment(2023) FONSECA, Leonardo G. Da; URATANI, Lucas Fernando; SOARES, Gabriella Fernandes; AMARAL, Paulo Siqueira Do; ALENCAR, Regiane Saraiva De Souza Melo; CHAGAS, Aline Lopes; ALVES, Venancio Avancini Ferreira; CARRILHO, Flair JosePrognostic markers in advanced hepatocellular carcinoma (HCC) are relevant for clinical decisions. Variations in inflammatory indexes, such as neutrophil-to-lymphocyte ratio (NLR) or platelet-to-lymphocyte ratio (PLR), may correlate with outcomes. In the present study, it was aimed to assess the prognostic role of inflammation indexes in patients with HCC and the evolutionary behavior of these variables within the first month of treatment in a cohort of patients treated with sorafenib from 2009-2021. Subgroups were divided based on the median of each variable ('low' or 'high)'. Survival was estimated using the Kaplan-Meier method. Hazard Ratio (HR) with 95% confidence interval (CI) were estimated using Cox regression models. A total of 373 patients were included, most Child-Pugh-A (83.1%) and BCLC-C (74%). Child-Pugh-A (P=0.011), performance status 0 (P<0.001), no ascites (P<0.001) and NLR<2.6 (P<0.001) were independently associated with improved survival. Baseline PLR was not correlated with survival (P=0.137). Patients who maintained low NLR at baseline and at 1 month (reference subgroup) had improved survival (18.6 months, 95% CI:15.4-22.0) compared with the subgroup that maintained high NLR at baseline and at 1 month (4.2 months, 95% CI:3.6-5.9), with HR: 3.80 (95% CI: 2.89-4.96). The subgroup with low NLR at baseline and high NLR at 1 month had a worse prognosis compared with the reference group (HR:1.4, 95% CI: 1.1-2.0), whereas the subgroup with high NLR at baseline and low at 1 month had similar outcome (HR:1.2, 95% CI: 0.8-1.6). It was concluded that evolutionary variation of NLR has a prognostic role in HCC patients under systemic therapy. This finding suggested that systemic inflammation and early modulation of the immune environment during treatment may correlate with outcomes.
- Serum lipidomic profiling as a useful tool for screening potential biomarkers of hepatitis B-related hepatocellular carcinoma by ultraperformance liquid chromatography-mass spectrometry(2015) PASSOS-CASTILHO, Ana Maria; CARVALHO, Valdemir Melechco; CARDOZO, Karina Helena Morais; KIKUCHI, Luciana; CHAGAS, Aline Lopes; GOMES-GOUVEA, Michele Soares; MALTA, Fernanda; NASTRI, Ana Catharina de Seixas-Santos; PINHO, Joao Renato Rebello; CARRILHO, Flair Jose; GRANATO, Celso Francisco HernandesBackground: Chronic hepatitis B (CHB) virus infection is a major cause of hepatocellular carcinoma (HCC), as late diagnosis is the main factor for the poor survival of patients. There is an urgent need for accurate biomarkers for early diagnosis of HCC. The aim of the study was to explore the serum lipidome profiles of hepatitis B-related HCC to identify potential diagnostic biomarkers. Methods: An ultraperformance liquid chromatography mass spectrometry (UPLC-MS) lipidomic method was used to characterize serum profiles from HCC (n = 32), liver cirrhosis (LC) (n = 30), CHB (n = 25), and healthy subjects (n = 34). Patients were diagnosed by clinical laboratory and imaging evidence and all presented with CHB while healthy controls had normal liver function and no infectious diseases. Results: The UPLC-MS-based serum lipidomic profile provided more accurate diagnosis for LC patients than conventional alpha-fetoprotein (AFP) detection. HCC patients were discriminated from LC with 78 % sensitivity and 64 % specificity. In comparison, AFP showed sensitivity and specificity of 38 % and 93 %, respectively. HCC was differentiated from CHB with 100 % sensitivity and specificity using the UPLC-MS approach. Identified lipids comprised glycerophosphocolines, glycerophosphoserines and glycerophosphoinositols. Conclusions: UPLC-MS lipid profiling proved to be an efficient and convenient tool for diagnosis and screening of HCC in a high-risk population.
- Performance of pre-transplant criteria in prediction of hepatocellular carcinoma progression and waitlist dropout(2022) PINERO, Federico; THOMPSON, Marcos; BOIN, Ilka; CHAGAS, Aline; QUINONEZ, Emilio; BERMUDEZ, Carla; VILATOBA, Mario; SANTOS, Luisa; ANDERS, Margarita; DUQUE, Sergio Hoyos; LIMA, Agnaldo Soares; MENENDEZ, Josemaria; PADILLA, Martin; PONIACHIK, Jaime; ZAPATA, Rodrigo; MARASCHIO, Martin; MENENDEZ, Ricardo Chong; MUNOZ, Linda; ARUFE, Diego; FIGUEROA, Rodrigo; PERALES, Simone R.; MACCALI, Claudia; SANDOVAL, Rodrigo Vergara; MCCORMACK, Lucas; VARON, Adriana; MARCIANO, Sebastian; MATTERA, Juan; CARRILHO, Flair; SILVA, MarceloBackground & aim Liver transplantation (LT) selection models for hepatocellular carcinoma (HCC) have not been proposed to predict waitlist dropout because of tumour progression. The aim of this study was to compare the alpha-foetoprotein (AFP) model and other pre-LT models in their prediction of HCC dropout. Methods A multicentre cohort study was conducted in 20 Latin American transplant centres, including 994 listed patients for LT with HCC from 2012 to 2018. Longitudinal tumour characteristics, and patterns of progression were recorded at time of listing, after treatments and at last follow-up over the waitlist period. Competing risk regression models were performed, and model's discrimination was compared estimating Harrell's adapted c-statistics. Results HCC dropout rate was significantly higher in patients beyond (24% [95% CI 16-28]) compared to those within Milan criteria (8% [95% IC 5%-12%]; p < .0001), with a SHR of 3.01 [95% CI 2.03-4.47]), adjusted for waiting list time and bridging therapies (c-index 0.63 [95% CI 0.57; 0.69). HCC dropout rates were higher in patients with AFP scores >2 (adjusted SHR of 3.17 [CI 2.13-4.71]), c-index of 0.71 (95% CI 0.65-0.77; p = .09 vs Milan). Similar discrimination power for HCC dropout was observed between the AFP score and the Metroticket 2.0 model. In patients within Milan, an AFP score >2 points discriminated two populations with a higher risk of HCC dropout (SHR 1.68 [95% CI 1.08-2.61]). Conclusions Pre-transplant selection models similarly predicted HCC dropout. However, the AFP model can discriminate a higher risk of dropout among patients within Milan criteria.
conferenceObject Serum Lipidomic Profiling for Screening Potential Biomarkers of Liver Cirrhosis among Patients with Chronic Hepatitis C(2015) PASSOS-CASTILHO, Ana Maria; FERRAZ, Maria Lucia; CARVALHO, Valdemir M.; CARDOZO, Karina H.; KIKUCHI, Luciana; CHAGAS, Aline; PINHO, Joao Renato R.; GOMES-GOUVEA, Michele S.; MALTA, Fernanda; CARRILHO, Flair J.; GRANATO, Celso- Percutaneous radiofrequency ablation for early hepatocellular carcinoma: Risk factors for survival(2014) KIKUCHI, Luciana; MENEZES, Marcos; CHAGAS, Aline L.; TANI, Claudia M.; ALENCAR, Regiane S. S. M.; DINIZ, Marcio A.; ALVES, Venancio A. F.; D'ALBUQUERQUE, Luiz Augusto Carneiro; CARRILHO, Flair JoseAIM: To evaluate outcomes of radiofrequency ablation (RFA) therapy for early hepatocellular carcinoma (HCC) and identify survival-and recurrence-related factors. METHODS: Consecutive patients diagnosed with early HCC by computed tomography (CT) or magnetic resonance imaging (MRI) (single nodule of <= 5 cm, or multi-(up to 3) nodules of <= 3 cm each) and who underwent RFA treatment with curative intent between January 2010 and August 2011 at the Instituto do Cancer do Estado de Sao Paulo, Brazil were enrolled in the study. RFA of the liver tumors (with 1.0 cm ablative margin) was carried out under CT-fluoro scan and ultrasonic image guidance of the percutaneous ablation probes. Procedure-related complications were recorded. At 1-mo post-RFA and 3-mo intervals thereafter, CT and MRI were performed to assess outcomes of complete response (absence of enhancing tissue at the tumor site) or incomplete response (enhancing tissue remaining at the tumor site). Overall survival and disease-free survival rates were estimated by the Kaplan-Meier method and compared by the log rank test or simple Cox regression. The effect of risk factors on survival was assessed by the Cox proportional hazard model. RESULTS: A total of 38 RFA sessions were performed during the study period on 34 patients (age in years: mean, 63 and range, 49-84). The mean follow-up time was 22 mo (range, 1-33). The study population showed predominance of male sex (76%), less severe liver disease (Child-Pugh A, n = 26; Child-Pugh B, n = 8), and single tumor (65%). The maximum tumor diameters ranged from 10 to 50 mm (median, 26 mm). The initial (immediately post-procedure) rate of RFA-induced complete tumor necrosis was 90%. The probability of achieving complete response was significantly greater in patients with a single nodule (vs patients with multi-nodules, P = 0.04). Two patients experienced major complications, including acute pulmonary edema (resolved with intervention) and intestinal perforation (led to death). The 1- and 2-year overall survival rates were 82% and 71%, respectively. Sex, tumor size, initial response, and recurrence status influenced survival, but did not reach the threshold of statistical significance. Child-Pugh class and the model for end-stage liver disease score were identified as predictors of survival by simple Cox regression, but only Child-Pugh class showed a statistically significant association to survival in multiple Cox regression analysis (HR = 15; 95% CI: 3-76 mo; P = 0.001). The 1- and 2-year cumulative disease-free survival rates were 65% and 36%, respectively. CONCLUSION: RFA is an effective therapy for local tumor control of early HCC, and patients with preserved liver function are the best candidates.