Filipe Ferreira dos Santos

Dr. Filipe Ferreira dos Santos

Molecular Oncology Center (MOC), Bioinformatics, Hospital Sírio-Libanês, São Paulo, Brazil
orcid
Doing bioinformathings

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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27 September 2019 in Frontiers in Oncology
Verified
Journal Article
Open access
FBFabiana Bettoni
Fabiana Bettoni
CMCibele Masotti
Cibele Masotti
BCBruna R. Corrêa
Bruna R. Corrêa
EDElisa Donnard
Elisa Donnard
Filipe Ferreira dos SantosFilipe Ferreira dos Santos
Filipe Ferreira dos Santos
ACAnamaria Camargo
Anamaria Camargo
Purpose: Intratumoral genetic heterogeneity (ITGH) is a common feature of solid tumors. However, little is known about the effect of neoadjuvant chemoradiation (nCRT) in ITGH of rectal tumors that exhibit poor response to nCRT. Here, we examined the impact of nCRT in the mutational profile and ITGH of rectal tumors and its adjacent irradiated normal mucosa in the setting of incomplete response to nCRT. Methods and Materials: To evaluate ITGH in rectal tumors, we analyzed whole-exome sequencing (WES) data from 79 tumors obtained from The Cancer Genome Atlas (TCGA). We also compared matched peripheral blood cells, irradiated normal rectal mucosa and pre and post-treatment tumor samples (PRE-T and POS-T) to examine the iatrogenic effects of nCRT. Finally, we performed WES of 7 PRE-T/POST-T matched samples to examine how nCRT affects ITGH. ITGH was assessed using Mutant-Allele Tumor Heterogeneity score (MATH score). Results: Rectal tumors exhibit remarkable ITGH that is ultimately associated with disease stage (MATH score stage I/II 35.54 vs. stage III/IV 44.39, p=0.047) and lymph node metastasis (MATH score N0 35.87 vs. N+ 45.79, p=0.026). We also showed that nCRT does not introduce detectable somatic mutations, nor alters the clonal structure of the irradiated mucosa. Comparison of PRE-T and POST-T matched samples revealed a significant increase in ITGH in 5 out 7 patients and MATH scores were significantly higher after nCRT (median 41.7 vs. 28.8, p-value=0.04). Finally, in POST-T tumors we observed the expansion of tumor cell subpopulations carrying deleterious mutations in genes associated with response to nCRT. Conclusions: nCRT increases ITGH and may result in the expansion of resistant tumor cell populations in residual tumors. The risk of introducing relevant somatic mutations in the adjacent mucosa is minimal. However, non-responsive tumors may have potentially worse biological behavior when compared to their untreated counterparts.

16 April 2022 in Viruses
Verified
Journal Article
Open access
PDF file
ASAnacleto Silva de Souza
Anacleto Silva de Souza
VAVitor Martins de Freitas Amorim
Vitor Martins de Freitas Amorim
GGGabriela Der Agopian Guardia
Gabriela Der Agopian Guardia
Filipe Ferreira dos SantosFilipe Ferreira dos Santos
Filipe Ferreira dos Santos
Henning UlrichHenning Ulrich
Henning Ulrich
Cristiane GuzzoCristiane Guzzo
Cristiane Guzzo
Novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern (VOC) are constantly threatening global public health. With no end date, the pandemic persists with the emergence of novel variants that threaten the effectiveness of diagnostic tests and vaccines. Mutations in the Spike surface protein of the virus are regularly observed in the new variants, potentializing the emergence of novel viruses with different tropism from the current ones, which may change the severity and symptoms of the disease. Growing evidence has shown that mutations are being selected in favor of variants that are more capable of evading the action of neutralizing antibodies. In this context, the most important factor guiding the evolution of SARS-CoV-2 is its interaction with the host’s immune system. Thus, as current vaccines cannot block the transmission of the virus, measures complementary to vaccination, such as the use of masks, hand hygiene, and keeping environments ventilated remain essential to delay the emergence of new variants. Importantly, in addition to the involvement of the immune system in the evolution of the virus, we highlight several chemical parameters that influence the molecular interactions between viruses and host cells during invasion and are also critical tools making novel variants more transmissible. In this review, we dissect the impacts of the Spike mutations on biological parameters such as (1) the increase in Spike binding affinity to hACE2; (2) bound time for the receptor to be cleaved by the proteases; (3) how mutations associate with the increase in RBD up-conformation state in the Spike ectodomain; (4) expansion of uncleaved Spike protein in the virion particles; (5) increment in Spike concentration per virion particles; and (6) evasion of the immune system. These factors play key roles in the fast spreading of SARS-CoV-2 variants of concern, including the Omicron.

15 July 2025 in Genome Research
Verified
Journal Article
Open access
PDF file
GGGabriela Der Agopian Guardia
Gabriela Der Agopian Guardia
CACarlos H. dos Anjos
Carlos H. dos Anjos
ARAline Rangel-Pozzo
Aline Rangel-Pozzo
Filipe Ferreira dos SantosFilipe Ferreira dos Santos
Filipe Ferreira dos Santos
Alexander BirbrairAlexander Birbrair
Alexander Birbrair
PEDRO A F GALANTEPEDRO A F GALANTE
PEDRO A F GALANTE
Breast cancer (BC) is a heterogeneous disease that can be molecularly classified based on the expression of the ERBB2 receptor (also known as HER2) and hormone receptors. Targeted therapies for HER2-positive BC, such as trastuzumab, antibody-drug conjugates (ADCs) and tyrosine kinase inhibitors, have improved patient outcomes, but primary/acquired resistance still poses challenges that can limit treatments’ long-term efficacy. Addressing these obstacles is vital for enhancing therapeutic strategies and patient care. Alternative splicing, a post-transcriptional mechanism that enhances transcript diversity (isoforms), can produce proteins with varied functions, cellular localizations, or binding properties. Here, we comprehensively characterize the HER2 alternative splicing isoforms, assess their expression in primary BC patients and cell lines, and explore their role in resistance to anti-HER2 therapies. We expand the catalog of known HER2 protein-coding isoforms from 13 to 90, revealing distinct patterns of protein domains, cellular localizations, and protein structures, along with their antibody-binding sites. By profiling expression in 561 primary BC samples and mass spectrometry data, we discover a complex landscape of HER2 isoform, revealing novel transcripts that were previously unrecognized and are not assessed in routine clinical practice. Finally, the assessment of HER2 isoform expression in BC cell cultures sensitive or resistant to trastuzumab and ADCs reveals that drug-resistant cells shift their expression toward isoforms lacking antibody-binding domains. Our results broaden the understanding of HER2 isoforms, revealing distinct mechanisms of potential resistance to anti-HER2 therapies, particularly ADCs. This expanded landscape of HER2 isoforms emphasizes the crucial role of alternative splicing investigations in advancing precision-targeted cancer therapies.

22 February 2022 in Preprints.org
Verified
Preprint
Open access
PDF file
ASAnacleto Silva de Souza
Anacleto Silva de Souza
VAVitor Martins de Freitas Amorim
Vitor Martins de Freitas Amorim
GGGabriela Der Agopian Guardia
Gabriela Der Agopian Guardia
Filipe Ferreira dos SantosFilipe Ferreira dos Santos
Filipe Ferreira dos Santos
Henning UlrichHenning Ulrich
Henning Ulrich
Cristiane GuzzoCristiane Guzzo
Cristiane Guzzo
Novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern (VOC) are constantly threatening global public health. With no end date, the pandemic still persists with the emergence of novel variants that threaten the effectiveness of diagnostic tests and vaccines. Mutations in the Spike surface protein of the virus are regularly observed in the new variants, potentializing the emergence of novel viruses with different tropism from the current ones, which may change the severity and symptoms of the disease. Growing evidence has shown that mutations are being selected in favor of variants that are more capable of evading the action of neutralizing antibodies. In this context, the most important factor guiding the evolution of SARS-CoV-2 is its interaction with the host’s immune system. Thus, as current vaccines cannot block the transmission of the virus, measures complementary to vaccination, such as the use of masks, hand hygiene, and keeping environments ventilated remain essential to delay the emergence of new variants. Importantly, in addition to the involvement of the immune system in the evolution of the virus, we highlight several chemical parameters that influence the molecular interactions between viruses and host cells during invasion and are also critical tools making novel variants more transmissible. In this review, we dissect the impacts of the Spike mutations on biological parameters such as (1) increase of Spike binding affinity to hACE2; (2) bound time for the receptor to be cleaved by the proteases; (3) how mutations associate with increase of RBD up-conformation state in the Spike ectodomain; (4) expansion of uncleaved Spike protein in the virion particles; (5) increment of Spike concentration per virion particles; and (6) evasion of the immune system. These factors play key roles in the fast spreading of SARS-CoV-2 variants of concern, including the Omicron.

23 April 2020 in Bladder Cancer
Verified
Journal Article
Open access
PDF file
DBDiogo A. Bastos
Diogo A. Bastos
RMRomulo L. Mattedi
Romulo L. Mattedi
RBRodrigo Barreiro
Rodrigo Barreiro
Filipe Ferreira dos SantosFilipe Ferreira dos Santos
Filipe Ferreira dos Santos
VBVanessa Buzatto
Vanessa Buzatto
ACAnamaria Camargo
Anamaria Camargo
BACKGROUND: Optimal therapy for high-risk non-muscle invasive bladder cancer (NMIBC) includes intravesical instillation of Bacillus Calmette-Guérin (BCG). However, about 25-45% of patients do not benefit from BCG immunotherapy, and there is no biomarker to guide therapy. Also, many questions regarding BCG mechanisms of action remain unanswered. OBJECTIVE: To identify genomic biomarkers and characterize the underlying mechanism of benefit from BCG in NMIBC. PATIENTS AND METHODS: Pre-treatment archival index-tumors of 35 patients with NMIBC treated with BCG were analyzed by whole-exome sequencing (WES). Tumor mutation burden (TMB) and neoantigen load (NAL) were correlated with BCG response rate (RR) and recurrence-free survival (RFS). The presence of deleterious mutations in DNA damage response (DDR) genes was also compared between BCG-responsive (BCG-R, N = 17) and unresponsive (BCG-UR, N = 18) subgroups. RESULTS: TMB and NAL were higher in BCG-R compared to BCG-UR patients (median TMB 4.9 vs. 2.8 mutations/Mb, P = 0.017 and median NAL 100 vs. 65 neoantigens, P = 0.032). Improved RR and RFS were observed in patients with high vs. low TMB (RR 71% vs. 28%, P = 0.011 and mRFS 38.0 vs. 15.0 months, P = 0.009) and with high vs. low NAL (RR 71% vs. 28%, P = 0.011 and mRFS 36.0 vs. 18.5 months, P = 0.016). The presence of deleterious mutations in DDR genes was associated with improved RFS (mRFS 35.5 vs. 11.0 months, P = 0.017). CONCLUSIONS: In our cohort, improved outcomes after BCG immunotherapy were observed in patients with high TMB, high NAL and deleterious mutations in DDR genes. BCG may induce tumor-specific immune response by enhancing the recognition of neoantigens.

17 October 2025 in Science Advances
Verified
Journal Article
Open access
RJRenaud Joannes-Boyau
Renaud Joannes-Boyau
JSJanaina Sena de Souza
Janaina Sena de Souza
MAManish Arora
Manish Arora
CAChristine Austin
Christine Austin
KWKira Westaway
Kira Westaway
AMAlysson Muotri
Alysson Muotri
Gene-environmental interactions shape the evolution of brain architecture and function. Neuro-oncological ventral antigen 1 ( NOVA1 ) is one gene that distinguishes modern humans from extinct hominids. However, the evolutionary pressures that selected the modern NOVA1 allele remain elusive. Here, we show using fossil teeth that several hominids ( Australopithecus africanus , Paranthropus robustus , early Homo sp., Gigantopithecus blacki , Pongo sp., Homo neanderthalensis , and Homo sapiens ) were consistently exposed to lead over 2 million years, contradicting the idea that lead exposure is solely a modern phenomenon. Moreover, lead exposure on human brain organoids carrying the archaic NOVA1 variant disrupts FOXP2 expression in cortical and thalamic organoids, a gene crucial for the development of human speech and language abilities. Overall, the fossil, cellular, and molecular data support that lead exposure may have contributed to the impact of social and behavioral functioning during evolution, likely affording modern humans a survival advantage.