MARIA LUCIA HIRATA KATAYAMA
Projetos de Pesquisa
Unidades Organizacionais
Departamento de Radiologia, Faculdade de Medicina
LIM/24 - Laboratório de Oncologia Experimental, Hospital das Clínicas, Faculdade de Medicina
LIM/24 - Laboratório de Oncologia Experimental, Hospital das Clínicas, Faculdade de Medicina
6 resultados
Resultados de Busca
Agora exibindo 1 - 6 de 6
- Somatic Mutational Profile of High-Grade Serous Ovarian Carcinoma and Triple-Negative Breast Carcinoma in Young and Elderly Patients: Similarities and Divergences(2021) SERIO, Pedro Adolpho de Menezes Pacheco; PEREIRA, Glaucia Fernanda de Lima; KATAYAMA, Maria Lucia Hirata; ROELA, Rosimeire Aparecida; MAISTRO, Simone; FOLGUEIRA, Maria Aparecida Azevedo KoikeBackground: Triple-negative breast cancer (TNBC) and High-Grade Serous Ovarian Cancer (HGSOC) are aggressive malignancies that share similarities; however, different ages of onset may reflect distinct tumor behaviors. Thus, our aim was to compare somatic mutations in potential driver genes in 109 TNBC and 81 HGSOC from young (Y <= 40 years) and elderly (E >= 75 years) patients. Methods: Open access mutational data (WGS or WES) were collected for TNBC and HGSOC patients. Potential driver genes were those that were present in the Cancer Gene Census-CGC, the Candidate Cancer Gene Database-CCGD, or OncoKB and those that were considered pathogenic in variant effect prediction tools. Results: Mutational signature 3 (homologous repair defects) was the only gene that was represented in all four subgroups. The median number of mutated CGCs per sample was similar in HGSOC (Y:3 vs. E:4), but it was higher in elderly TNBC than it was in young TNBC (Y:3 vs. E:6). At least 90% of the samples from TNBC and HGSOC from Y and E patients presented at least one known affected TSG. Besides TP53, which was mutated in 67-83% of the samples, the affected TSG in TP53 wild-type samples were NF1 (yHGSOC and yTNBC), PHF6 (eHGSOC and yTNBC), PTEN, PIK3R1 and ZHFX3 (yTNBC), KMT2C, ARID1B, TBX3, and ATM (eTNBC). A few samples only presented one affected oncogene (but no TSG): KRAS and TSHR in eHGSOC and RAC1 and PREX2 (a regulator of RAC1) in yTNBC. At least 2/3 of the tumors presented mutated oncogenes associated with tumor suppressor genes; the Ras and/or PIK3CA signaling pathways were altered in 15% HGSOC and 20-35% TNBC (Y vs. E); DNA repair genes were mutated in 19-33% of the HGSOC tumors but were more frequently mutated in E-TNBC (56%). However, in HGSOC, 9.5% and 3.3% of the young and elderly patients, respectively, did not present any tumors with an affected CGC nor did 4.65% and none of the young and elderly TNBC patients. Conclusion: Most HGSOC and TNBC from young and elderly patients present an affected TSG, mainly TP53, as well as mutational signature 3; however, a few tumors only present an affected oncogene or no affected cancer-causing genes.
conferenceObject End-to-end training of convolutional network for breast cancer detection in two-view mammography.(2021) PETRINI, Daniel G.; SHIMIZU, Carlos; VALENTE, Gabriel V.; FOLGUEIRA, Guilherme; NOVAES, Guilherme A.; KATAYAMA, Maria L.; SERIO, Pedro; ROELA, Rosimeire A.; TUCUNDUVA, Tatiana C.; FOLGUEIRA, Maria Aparecida A.; KIM, Hae Y.- Survival analysis of young adults from a Brazilian cohort of non-small cell lung cancer patients(2021) NICOLAU, Jessica Silva; LOPEZ, Rossana Veronica Mendoza; LUIZAGA, Carolina Terra de Moraes; RIBEIRO, Karina Braga; ROELA, Rosimeire Aparecida; MAISTRO, Simone; KATAYAMA, Maria Lucia Hirata; NATALINO, Renato Jose Mendonca; JR, Gilberto de Castro; NETO, Jose Eluf; FOLGUEIRA, Maria Aparecida Azevedo KoikeBackground: The influence of age at diagnosis in non-small cell lung cancer (NSCLC) prognosis is unclear. Objectives: To compare in a Brazilian cohort of NSCLC patients of different age groups: 1) The overall survival; 2) Clinical features and treatment options. Methods: This is a retrospective cohort study using a hospital-based registry, for NSCLC patients registered in years 2000-2009. Patients were grouped into three age groups: Young adults (YA: < 40 years), middle-aged (MA: 40-64 years) and elderly (E: >= 65 years). Kaplan-Meier was used to estimate overall survival and Cox regression for hazard ratios (HRs) and 95% confidence intervals. Results: 17,422 NSCLC patients were included: 370 YA (2.1%), 8,697 MA (49.9%) and 8,355 E (48.0%). Compared with older age groups, the YA group had a higher proportion of females, patients diagnosed with adenocarcinoma and metastatic disease (63.2%). Overall survival was longer in YA in the entire cohort and in all clinical stages (CSs) (p < 0.001). For YA, higher education level was a good prognosis factor (compared with illiterate and incomplete elementary); advanced or metastatic disease (compared with early-stage disease) and treatment based in radiotherapy or chemotherapy (CT) (without surgery), compared with treatment combinations with surgery, were poor prognostic factors. Young men (but not women) had lower HR of death compared with older groups; YA had lower HR of death in all CSs compared with patients from older groups. A higher percentage of YA were treated with surgery or CT in early-stage disease compared with older groups. Besides that, YA and MA patients treated with surgery or CT had a better prognosis than elderlies. Conclusions: In this Brazilian cohort of NSCLC patients, most young individuals were diagnosed with metastatic disease. YA presented longer survival than older age groups in all CSs, but mainly in CS I/II and III, where some patients may achieve long remissions or cure.
conferenceObject High-accuracy breast cancer detection in mammography using EfficientNet and end-to-end training.(2021) PETRINI, Daniel G.; SHIMIZU, Carlos; VALENTE, Gabriel V.; FOLGUEIRA, Guilherme; NOVAES, Guilherme A.; KATAYAMA, Maria L.; SERIO, Pedro; ROELA, Rosimeire A.; TUCUNDUVA, Tatiana C.; FOLGUEIRA, Maria Aparecida A.; KIM, Hae Y.- Germline and Somatic mutations in postmenopausal breast cancer patients(2021) NAGY, Tauana Rodrigues; MAISTRO, Simone; ENCINAS, Giselly; KATAYAMA, Maria Lucia Hirata; PEREIRA, Glaucia Fernanda de Lima; GABURO-JUNIOR, Nelson; FRANCO, Lucas Augusto Moyses; GOUVEA, Ana Carolina Ribeiro Chaves de; DIZ, Maria del Pilar Estevez; LEITE, Luiz Antonio Senna; FOLGUEIRA, Maria Aparecida Azevedo KoikeOBJECTIVES: In breast cancer (BC) patients, the frequency of germline BRCA mutations (gBRCA) may vary according to the ethnic background, age, and family history of cancer. Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA) is the second most common somatic mutated gene in BC; however, the association of mutations in both genes with cancer has not been thoroughly investigated. Thus, our aims were to investigate gBRCA mutation frequency in a cohort of postmenopausal Brazilian BC patients and the association of gBRCA1/BRCA2 and PIK3CA somatic mutations. METHODS: Forty-nine postmenopausal (>55 years) and forty-one young (<= 35 years) BC patients were included in this study. The postmenopausal group included patients who reported a positive family history of cancer. For these patients, gBRCA1/BRCA2 were sequenced using next-generation sequencing (NGS) or Sanger sequencing. Data for gBRCA in young patients were already available from a previous study. DNA from formalin-fixed, paraffin-embedded (FFPE) tumors was obtained from 27 postmenopausal and 41 young patients for analyzing exons 9 and 20 of PIK3CA. The association between gBRCA1/BRCA2 and somatic mutations in PIK3CA was investigated. RESULTS: The overall frequency of gBRCA1/BRCA2 among the 49 postmenopausal patients was 10.2%. The frequencies of somatic mutations in PIK3CA in the postmenopausal and young patients were 37% and 17%, respectively (ns). The most common PIK3CA mutation was found to be E454A. Nonsense and frameshift mutations, which may counteract the oncogenic potential of PIK3CA were also detected. Regardless of age, 25% of BRCA1/BRCA2 mutation carriers and non-carriers , each, had PIK3CA somatic mutations. CONCLUSIONS: Data obtained indicate that BRCA1/BRCA2 gene testing may be considered for postmenopausal patients with BC who have a family history of cancer. Although some of them are not considered pathogenic, somatic variants of PIK3CA are frequently observed in BC patients, especially in postmenopausal patients.
- Deep learning algorithm performance in mammography screening: A systematic review and meta-analysis.(2021) ROELA, Rosimeire Aparecida; VALENTE, Gabriel Vansuita; SHIMIZU, Carlos; LOPEZ, Rossana Veronica Mendoza; TUCUNDUVA, Tatiana Cardoso de Mello; FOLGUEIRA, Guilherme Koike; KATAYAMA, Maria Lucia Hirata; PETRINI, Daniel Gustavo Pellacani; NOVAES, Guilherme Apolinario Silva; SERIO, Pedro Adolpho de Menezes Pacheco; MARTA, Guilherme Nader; SAMESHIMA, Koichi; KIM, Hae Yong; FOLGUEIRA, Maria A. A. Koike