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de Souza JB, de Lacerda Coriolano D, dos Santos Silva RC, da Costa Júnior SD, de Almeida Campos LA, Cavalcanti IDL, Lira Nogueira MCDB, Pereira VRA, Brelaz-de-Castro MCA, Cavalcanti IMF. Ceftazidime and Usnic Acid Encapsulated in Chitosan-Coated Liposomes for Oral Administration against Colorectal Cancer-Inducing Escherichia coli. Pharmaceuticals (Basel) 2024; 17:802. [PMID: 38931469 PMCID: PMC11206294 DOI: 10.3390/ph17060802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Escherichia coli has been associated with the induction of colorectal cancer (CRC). Thus, combined therapy incorporating usnic acid (UA) and antibiotics such as ceftazidime (CAZ), co-encapsulated in liposomes, could be an alternative. Coating the liposomes with chitosan (Chi) could facilitate the oral administration of this nanocarrier. Liposomes were prepared using the lipid film hydration method, followed by sonication and chitosan coating via the drip technique. Characterization included particle size, polydispersity index, zeta potential, pH, encapsulation efficiency, and physicochemical analyses. The minimum inhibitory concentration and minimum bactericidal concentration were determined against E. coli ATCC 25922, NCTC 13846, and H10407 using the microdilution method. Antibiofilm assays were conducted using the crystal violet method. The liposomes exhibited sizes ranging from 116.5 ± 5.3 to 240.3 ± 3.5 nm and zeta potentials between +16.4 ± 0.6 and +28 ± 0.8 mV. The encapsulation efficiencies were 51.5 ± 0.2% for CAZ and 99.94 ± 0.1% for UA. Lipo-CAZ-Chi and Lipo-UA-Chi exhibited antibacterial activity, inhibited biofilm formation, and preformed biofilms of E. coli. The Lipo-CAZ-UA-Chi and Lipo-CAZ-Chi + Lipo-UA-Chi formulations showed enhanced activities, potentially due to co-encapsulation or combination effects. These findings suggest potential for in vivo oral administration in future antibacterial and antibiofilm therapies against CRC-inducing bacteria.
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Affiliation(s)
- Jaqueline Barbosa de Souza
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
| | - Davi de Lacerda Coriolano
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
| | - Rayza Camila dos Santos Silva
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
| | - Sérgio Dias da Costa Júnior
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
| | - Luís André de Almeida Campos
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
| | - Iago Dillion Lima Cavalcanti
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
- Laboratory of Nanotechnology, Biotechnology and Cell Culture (NanoBioCel), Academic Center of Vitória (CAV), Federal University of Pernambuco (UFPE), Vitória de Santo Antão 55608-680, PE, Brazil
| | - Mariane Cajubá de Britto Lira Nogueira
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
- Laboratory of Nanotechnology, Biotechnology and Cell Culture (NanoBioCel), Academic Center of Vitória (CAV), Federal University of Pernambuco (UFPE), Vitória de Santo Antão 55608-680, PE, Brazil
| | - Valéria Rêgo Alves Pereira
- Department of Immunology, Aggeu Magalhães Institute (IAM/FIOCRUZ), Federal University of Pernambuco (UFPE), Recife 50670-420, PE, Brazil;
| | - Maria Carolina Accioly Brelaz-de-Castro
- Department of Immunology, Aggeu Magalhães Institute (IAM/FIOCRUZ), Federal University of Pernambuco (UFPE), Recife 50670-420, PE, Brazil;
- Laboratory of Parasitology, Academic Center of Vitoria (CAV), Federal University of Pernambuco (UFPE), Vitória de Santo Antão 55608-680, PE, Brazil
| | - Isabella Macário Ferro Cavalcanti
- Institute Keizo Asami (iLIKA), Federal University of Pernambuco (UFPE), Recife 50670-901, PE, Brazil; (J.B.d.S.); (D.d.L.C.); (R.C.d.S.S.); (S.D.d.C.J.); (L.A.d.A.C.); (I.D.L.C.); (M.C.d.B.L.N.)
- Laboratory of Microbiology and Immunology, Academic Center of Vitória (CAV), Federal University of Pernambuco (UFPE), Vitória de Santo Antão 55608-680, PE, Brazil
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Ruíz-Patiño A, Rojas L, Zuluaga J, Arrieta O, Corrales L, Martín C, Franco S, Raez L, Rolfo C, Sánchez N, Cardona AF. Genomic ancestry and cancer among Latin Americans. Clin Transl Oncol 2024:10.1007/s12094-024-03415-6. [PMID: 38581481 DOI: 10.1007/s12094-024-03415-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Accepted: 02/20/2024] [Indexed: 04/08/2024]
Abstract
Latin American populations, characterized by intricate admixture patterns resulting from the intermingling of ancestries from European, Native American (NA) Asian, and African ancestries which result in a vast and complex genetic landscape, harboring unique combinations of novel variants. This genetic diversity not only poses challenges in traditional population genetics methods but also opens avenues for a deeper understanding of its implications in health. In cancer, the interplay between genetic ancestry, lifestyle factors, and healthcare disparities adds a layer of complexity to the varying incidence and mortality rates observed across different Latin American subpopulations. This complex interdependence has been unveiled through numerous studies, whether conducted on Latin American patients residing on the continent or abroad, revealing discernible differences in germline composition that influence divergent disease phenotypes such as higher incidence of Luminal B and Her2 breast tumors, EGFR and KRAS mutated lung adenocarcinomas in addition to an enrichment in BRCA1/2 pathogenic variants and a higher than expected prevalence of variants in colorectal cancer associated genes such as APC and MLH1. In prostate cancer novel risk variants have also been solely identified in Latin American populations. Due to the complexity of genetic divergence, inputs from each individual ancestry seem to carry independent contributions that interplay in the development of these complex disease phenotypes. By understanding these unique population characteristics, genomic ancestries hold a promising avenue for tailoring prognostic assessments and optimizing responses to oncological interventions.
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Affiliation(s)
- Alejandro Ruíz-Patiño
- Clinical Genetics, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Jairo Zuluaga
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Oscar Arrieta
- Instituto Nacional de Cancerología -INCaN, Mexico City, Mexico
| | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer (CIMCA), San José, Costa Rica
| | - Claudio Martín
- Thoracic Oncology Unit, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Sandra Franco
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Breast Cancer Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Luis Raez
- Oncology Department, Memorial Cancer Institute (MCI), Memorial Healthcare System, Miami, FL, USA
| | - Christian Rolfo
- Center for Thoracic Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Natalia Sánchez
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia
- Institute of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia
| | - Andrés Felipe Cardona
- GIGA/TERA Research Group, CTIC/Universidad El Bosque, Bogotá, Colombia.
- Thoracic Oncology Unit, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
- Institute of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
- Direction of Research and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Cra. 14 #169-49, Bogotá, Colombia.
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Santos FA, Reis RM, Barroti LC, Pereira AAL, Matsushita MM, de Carvalho AC, Datorre JG, Berardinelli GN, Araujo RLC. Overall Survival, BRAF, RAS, and MSI Status in Patients Who Underwent Cetuximab After Refractory Chemotherapy for Metastatic Colorectal Cancer. J Gastrointest Cancer 2024; 55:344-354. [PMID: 37608030 DOI: 10.1007/s12029-023-00964-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/12/2023] [Indexed: 08/24/2023]
Abstract
PURPOSE Evaluate overall survival (OS), RAS, BRAF, and MSI frequencies in patients with metastatic colorectal cancer (mCRC), refractory to chemotherapy, and finally treated with cetuximab. METHODS A retrospective cohort study to evaluate 211 mCRC patients with wild-type KRAS treated with cetuximab. BRAF V600E, KRAS, NRAS gene mutations, and MSI status were identified using PCR techniques in a population of pre-treated patients who were refractory to fluoropyrimidines, oxaliplatin, and irinotecan. In addition, we evaluated the mutation frequency of the BRAF and NRAS genes and the MSI status of this population. Uni- and multivariate analyses were performed for independent prognostic factors of OS. RESULTS The median OS was 10.4 months, 6.6 months for patients with right and 11.5 months for left colon cancers (p = 0.02). The frequencies of mutations were BRAF at 3.9% (median OS of 4.9 months), NRAS at 3.38% (median OS of 6.9 months), and MSI-High status at 3.3% (median OS of 4.6 months). The OS, NRAS, and MSI frequencies were similar to those found in other studies that evaluated cetuximab in poly-treated patients and were associated with lower survival rates in univariate analyses. The frequency of BRAF mutations was lower than that found in previous studies. The only variable that remained significant for OS in the multivariate model was tumour laterality, with patients with right colon cancer presenting a worse prognosis (HR = 2.81). CONCLUSION Although BRAF, NRAS mutations, and MSI-High status were associated with shorter OS in univariate analyses, only tumour laterality remained an independent prognostic factor in the multivariate analysis.
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Affiliation(s)
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
- Life and Health Sciences Research Institute (ICVS), School Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Braga/Guimaraes, Portugal
| | - Lucas C Barroti
- Department of Dermatology, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Allan A L Pereira
- Clinical Oncology Department, Hospital Sirio Libanes de Brasilia-DF, Sao Paulo, Brazil
| | | | | | | | | | - Raphael L C Araujo
- Department of Surgery, Digestive Surgery Service, Universidade Federal de Sao Paulo, Sao Paulo, Brazil.
- Instituto de Ensino e Pesquisa, Barretos Cancer Hospital, Sao Paulo, Brazil.
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Vieira RADC, Sant'Anna D, Laus AC, Reis RM. Ancestry and self-reported race in Brazilian breast cancer women. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2023; 69:e20230767. [PMID: 37909531 PMCID: PMC10615220 DOI: 10.1590/1806-9282.20230767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 08/15/2023] [Indexed: 11/03/2023]
Abstract
OBJECTIVE This study aimed to evaluate the association between self-reported race/color and ancestry in Brazilian patients with breast cancer. METHODS This was an observational, transversal, epidemiological study, evaluating race and ancestry in 1,127 patients with breast cancer. For genetic ancestry, a 46-AIM-INDEL panel was used. The ancestral profile was evaluated with the Structure v.2.3.3 software. Descriptive statistics were performed. To assess differences between race and ancestry, an analysis of variance with Bonferoni adjustment was used. RESULTS The race distribution was 77.7% white, 17.6% brown, 4.1% black, 0.4% yellow, and 0.3% cafuse. The African ancestry proportion was significantly (p<0.001) more evident in black [0.63±0.21 (0.17-0.96)], followed by brown [0.25±0.16 (0.02-0.70)], and less frequent in white skin color. The European ancestry proportion was significantly (p<0.001) higher in white [0.72±0.17 (0.02-0.97)], followed by brown [0.57±0.19 (0.12-0.92)], yellow [0.27±0.31 (0.12-0.620], and black [0.24±0.19 (0.02-0.72)]. The Asiatic ancestry proportion is significantly (p<0.001) higher in yellow [0.48±0.51 (0.04-0.93)]. The Amerindian ancestry proportion frequency was the least frequent in all groups, and cafuse patients did not express differences between all race groups. The brown race group presented differences in African and European ancestry. CONCLUSION Although we found many similarities between white European ancestry, black African ancestry, and yellow Asian ancestry, there is great miscegenation between patients. Although they can be labeled as having one race, they do present many ancestral genes that would allow their inclusion in another race group.
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Affiliation(s)
- René Aloisio da Costa Vieira
- Hospital de Câncer de Barretos, Molecular Oncology Research Center – Barretos (SP), Brazil
- Hospital de Câncer de Barretos, Postgraduate Program in Oncology – Barretos (SP), Brazil
- Faculdade de Medicina de Botucatu, Postgraduate Program in Tocogynecology – Botucatu (SP), Brazil
| | - Débora Sant'Anna
- Hospital de Câncer de Barretos, Molecular Oncology Research Center – Barretos (SP), Brazil
| | - Ana Carolina Laus
- Hospital de Câncer de Barretos, Molecular Oncology Research Center – Barretos (SP), Brazil
| | - Rui Manuel Reis
- Hospital de Câncer de Barretos, Molecular Oncology Research Center – Barretos (SP), Brazil
- Hospital de Câncer de Barretos, Postgraduate Program in Oncology – Barretos (SP), Brazil
- University of Minho, School of Medicine, Life and Health Sciences Research Institute – Braga, Portugal
- Life and Health Sciences Research Institute/3B's Research Group (Biomaterials, Biodegradables and Biomimetics)-PT Government Associate Laboratory – Braga/Guimarães, Portugal
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da Costa Vieira RA, Sant'Anna D, Laus AC, Bacchi CE, Silva RJC, de Oliveira-Junior I, da Silva VD, Pereira R, Reis RM. Genetic Ancestry of 1127 Brazilian Breast Cancer Patients and Its Correlation With Molecular Subtype and Geographic Region. Clin Breast Cancer 2023:S1526-8209(23)00086-1. [PMID: 37183096 DOI: 10.1016/j.clbc.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/25/2023] [Accepted: 04/09/2023] [Indexed: 05/16/2023]
Abstract
PURPOSE Breast cancer molecular subtypes show significant differences in different ethnic groups in the United States, but no study has evaluated genetic ancestry in breast cancer in Brazilian women. METHODS Breast cancer patients from distinct parts of Brazil were evaluated. Molecular subtypes were determined by immunohistochemistry. Genetic ancestry was evaluated using a panel of 46 AIMs (ancestry informative markers), which classified genetic ancestry as European, African, Asian, and Amerindian. PCR products were subjected to capillary electrophoresis and analyzed using GeneMapper 4.0 software. Ancestry was evaluated with Structure v.2.3.3 software. Ancestry was tested for correlations with geographic region and molecular subtype. The chi-square test and ANOVA with Bonferroni adjustment were applied. RESULTS Genetic ancestry and clinical data were evaluated in 1127 patients. Higher rates of self-reported white ethnicity, European ancestry, and HER-2- luminal tumors were identified in the South region, which may influence age at diagnosis and result in a higher rate of early tumors. Conversely, higher rates of African ancestry in the North and Northeast regions, self-reported nonwhite ethnicity, HER-2+ tumors, and triple-negative tumors were noted. Triple-negative and HER-2+ tumors were associated with higher advanced and metastatic disease rates at diagnosis, with triple-negative tumors being more frequent in young women. CONCLUSION Differences in genetic ancestry, self-reported ethnicity, and molecular subtype were found between Brazilian demographic regions. Knowledge of these features may contribute to a better understanding of age at diagnosis and the molecular distribution of breast cancer in Brazil.
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Affiliation(s)
- René Aloisio da Costa Vieira
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil; Postgraduate Program in Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil; Postgraduate Program in Tocogynecology, Botucatu School of Medicine, Botucatu, SP, Brazil.
| | - Débora Sant'Anna
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
| | - Ana Carolina Laus
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
| | | | | | - Idam de Oliveira-Junior
- Postgraduate Program in Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil; Postgraduate Program in Tocogynecology, Botucatu School of Medicine, Botucatu, SP, Brazil
| | - Vinicius Duval da Silva
- Postgraduate Program in Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil; Bacchi Laboratory, Botucatu, SP, Brazil; Department of Pathology, Barretos Cancer Hospital, Barretos, SP, Brazil
| | | | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil; Postgraduate Program in Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil; Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal; ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
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Impact of sociodemographic factors and screening, diagnosis, and treatment strategies on colorectal cancer mortality in Brazil: A 20-year ecological study. PLoS One 2022; 17:e0274572. [PMID: 36107976 PMCID: PMC9477339 DOI: 10.1371/journal.pone.0274572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 08/30/2022] [Indexed: 11/19/2022] Open
Abstract
Colorectal cancer (CRC) caused 261,060 deaths in Brazil over a 20-year period, with a tendency to increase over time. This study aimed to verify the sociodemographic factors predicting higher mortality caused by CRC and survival rates. Moreover, we aimed to verify whether the performance of screening, diagnostic and treatment procedures had an impact on mortality. Ecological observational study of mortality due to CRC was conducted in Brazil from 2000–2019. The adjustment variable was age, which was used to calculate the age-standardized mortality rate (ASMR). The exposure variables were number of deaths and ASMR. Outcome variables were age-period-cohort, race classification, marital status, geographic region, and screening, diagnostic, and treatment procedures. Age-period-cohort analysis was performed. ANOVA and Kruskal-Wallis test with post hoc tests were used to assess differences in race classification, marital status, and geographic region. Multinomial logistic regression was used to test for interaction among sociodemographic factors. Survival analysis included Kaplan-Meier plot and Cox regression analysis were performed. Multivariate linear regression was used to test prediction using screening, diagnosis, and treatment procedures. In Brazil, mortality from CRC increased after age 45 years. The highest adjusted mortality rates were found among white individuals and in the South of the country (p < 0.05). Single, married, and widowed northern and northeastern persons had a higher risk of death than legally separated southern persons (p < 0.05). Lower survival rates were observed in brown and legally separated individuals and residents from the North (p < 0.05). An increase in first-line chemotherapy and a decrease in second-line chemotherapy were associated with high mortality in the north (p<0.05). In the south, second-line chemotherapy and abdominoperineal rectal resection were associated with high mortality (p < 0.05). Regional differences in sociodemographic factors and clinical procedures can serve as guidelines for adjusting public health policies.
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Role of Polygenic Risk Score in Cancer Precision Medicine of Non-European Populations: A Systematic Review. Curr Oncol 2022; 29:5517-5530. [PMID: 36005174 PMCID: PMC9406904 DOI: 10.3390/curroncol29080436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/28/2022] [Accepted: 08/01/2022] [Indexed: 11/17/2022] Open
Abstract
The development of new screening methods and diagnostic tests for traits, common diseases, and cancer is linked to the advent of precision genomic medicine, in which health care is individually adjusted based on a person’s lifestyle, environmental influences, and genetic variants. Based on genome-wide association study (GWAS) analysis, rapid and continuing progress in the discovery of relevant single nucleotide polymorphisms (SNPs) for traits or complex diseases has increased interest in the potential application of genetic risk models for routine health practice. The polygenic risk score (PRS) estimates an individual’s genetic risk of a trait or disease, calculated by employing a weighted sum of allele counts combined with non-genetic variables. However, 98.38% of PRS records held in public databases relate to the European population. Therefore, PRSs for multiethnic populations are urgently needed. We performed a systematic review to discuss the role of polygenic risk scores in advancing precision medicine for different cancer types in multiethnic non-European populations.
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Vicente ALSA, Novoloaca A, Cahais V, Awada Z, Cuenin C, Spitz N, Carvalho AL, Evangelista AF, Crovador CS, Reis RM, Herceg Z, de Lima Vazquez V, Ghantous A. Cutaneous and acral melanoma cross-OMICs reveals prognostic cancer drivers associated with pathobiology and ultraviolet exposure. Nat Commun 2022; 13:4115. [PMID: 35840550 PMCID: PMC9287446 DOI: 10.1038/s41467-022-31488-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 06/16/2022] [Indexed: 11/08/2022] Open
Abstract
Ultraviolet radiation (UV) is causally linked to cutaneous melanoma, yet the underlying epigenetic mechanisms, known as molecular sensors of exposure, have not been characterized in clinical biospecimens. Here, we integrate clinical, epigenome (DNA methylome), genome and transcriptome profiling of 112 cutaneous melanoma from two multi-ethnic cohorts. We identify UV-related alterations in regulatory regions and immunological pathways, with multi-OMICs cancer driver potential affecting patient survival. TAPBP, the top gene, is critically involved in immune function and encompasses several UV-altered methylation sites that were validated by targeted sequencing, providing cost-effective opportunities for clinical application. The DNA methylome also reveals non UV-related aberrations underlying pathological differences between the cutaneous and 17 acral melanomas. Unsupervised epigenomic mapping demonstrated that non UV-mutant cutaneous melanoma more closely resembles acral rather than UV-exposed cutaneous melanoma, with the latter showing better patient prognosis than the other two forms. These gene-environment interactions reveal translationally impactful mechanisms in melanomagenesis.
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Affiliation(s)
- Anna Luiza Silva Almeida Vicente
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil.
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France.
| | - Alexei Novoloaca
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Vincent Cahais
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Zainab Awada
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Cyrille Cuenin
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Natália Spitz
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - André Lopes Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
- Early Detection Prevention and Infections Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | | | - Camila Souza Crovador
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
- Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga, Guimarães, Portugal
| | - Zdenko Herceg
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France
| | - Vinicius de Lima Vazquez
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
- Department of Surgery-Melanoma and Sarcoma, Barretos Cancer Hospital, Barretos, São Paulo, Brazil
| | - Akram Ghantous
- Epigenomics and Mechanisms Branch, International Agency for Research on Cancer (IARC), Lyon, France.
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Association of microsatellite instability (MSI) status with the 5-year outcome and genetic ancestry in a large Brazilian cohort of colorectal cancer. Eur J Hum Genet 2022; 30:824-832. [PMID: 35474354 PMCID: PMC9259739 DOI: 10.1038/s41431-022-01104-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/04/2022] [Accepted: 04/12/2022] [Indexed: 12/22/2022] Open
Abstract
Colorectal cancer (CRC) has a high incidence and mortality worldwide. Microsatellite instability (MSI) is crucial in CRC, with distinct molecular and clinicopathological features in patients. Nowadays, it is a predictive marker for immunotherapy. We proposed to evaluate the 5-year outcome of MSI status in 1002 Brazilian CRC, and associate it with genetic ancestry, molecular and clinicopathological features. MSI evaluation was performed using molecular markers. MSI+ tumors were analyzed for alterations in 23 MSI-targeted genes. Genetic ancestry was evaluated using an Ancestry-Informative markers panel. MSI status was analyzed in relation to CRC specific survival and other clinical and genetic variables. MSI+ status was observed in 10.5% of cases. MSI+ status was significantly associated with the anatomic site right colon, mucinous histological type, clinical stage II, histological grade III/undifferentiated, no recurrence of disease, and live cases without cancer. No association of MSI status with genetic ancestry components was observed. MSI-targeted genes analyses showed the most frequently altered genes: ATM, EGFR, MRE11, ROCK1, and TGFBRII. There was a statistically significant difference in cancer-specific survival between cases according to MSI status. This study constitutes the most comprehensive analyses of the MSI impact on the Brazilian CRC. MSI+ frequency in Brazilian CRC agreed with the literature and was associated with several clinicopathological features related with less aggressive tumors, independently of their genetic ancestry.
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dos Santos W, dos Reis MB, Porto J, de Carvalho AC, Matsushita M, Oliveira G, Syrjänen K, Reis RM, Guimarães DP. Somatic targeted mutation profiling of colorectal cancer precursor lesions. BMC Med Genomics 2022; 15:143. [PMID: 35761395 PMCID: PMC9238170 DOI: 10.1186/s12920-022-01294-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 06/16/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Most colorectal cancers (CRC) arise from precursor lesions. This study aimed to characterize the mutation profile of colorectal cancer precursor lesions in a Brazilian population.
Methods
In total, 90 formalin-fixed paraffin-embedded colorectal precursor lesions, including 67 adenomas, 7 sessile serrated lesions, and 16 hyperplastic polyps, were analyzed by next-generation sequencing using a panel of 50 oncogenes and tumor suppressor genes. The genetic ancestry of the patients was estimated.
Results
Somatic driver mutations were identified in 66.7% of cases, including alterations in APC (32.2%), TP53 (20.0%), KRAS (18.9%), BRAF (13.3%) and EGFR (7.8%). Adenomas displayed a higher number of mutations, mainly in APC, compared to serrated polyps (73.1% vs. 47.8%, p = 0.026). Advanced adenomas had a significantly higher frequency of mutation in KRAS and a high overall mutation rate than early adenomas (92.9% vs. 59%, p = 0.006). A high degree of ancestry admixture was observed in the population studied, with a predominance of European components (mean of 73%) followed by African (mean of 11.3%). No association between genetic ancestry and type of lesions was found. The mutation profile of Brazilian colorectal precursor lesions exhibits alteration in APC, KRAS, TP53, and BRAF at different frequencies according to lesion type.
Conclusions
These results bestow the knowledge of CRC's biologic history and support the potential of these biomarkers for precursor lesions detection in CRC screening of the Brazilian population.
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Zhou L, Zhang Y, Jin J, Gu X. Correlation between lncRNA SNHG16 gene polymorphism and its interaction with environmental factors and susceptibility to colorectal cancer. Medicine (Baltimore) 2020; 99:e23372. [PMID: 33235108 PMCID: PMC7710222 DOI: 10.1097/md.0000000000023372] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To study the relationship between long-chain non-coding RNA small nucleolar RNA host gene 16 (lncRNA SNHG16) polymorphisms and its interaction with environmental factors and susceptibility to colorectal cancer (CRC). METHODS Sanger sequencing was used to analyze genotypes of lncRNA SNHG16 gene rs7353, rs8038, and rs15278 sites. Multifactor dimensionality reduction was used to analyze interactions between lncRNA SNHG16 gene rs7353, rs8038, rs15278 sites, and environmental factors. Haploview 4.1 software was used to analyze linkage disequilibrium of lncRNA SNHG16 gene rs7353, rs8038, and rs15278 sites. Quantitative real-time polymerase chain reaction was used to analyze plasma lncRNA SNHG16 levels of CRC patients and control subjects. RESULTS Variation of the lncRNA SNHG16 gene rs7353 site A>G variation was associated with decreased CRC susceptibility (Odds ratio [OR] = 0.50, 95% confidence interval [CI]: 0.40-0.62, P < .01). The rs8038 site G>A and rs15278 site A>G variation were associated with increased CRC susceptibility (OR = 1.87, 95% CI: 1.47-2.36, P < .01). The rs15278 site G>A variation was associated with increased CRC susceptibility (OR = 2.24, 95% CI: 1.61-3.11, P < .01). Interaction combinations featuring age, rs7353, rs8038, and rs15278 single nucleotide polymorphism are 13.53 times more susceptible to CRC than other interactions (95% CI: 9.43-19.41, P < .01). The rs15278, rs8038, and rs7353 site AGA haplotypes were significantly associated with a decreased CRC risk (OR = 0.65, 95% CI: 0.48-0.88, P = .01), AAG haplotypes were significantly associated with an increased CRC risk (OR = 2.00, 95% CI: 1.27-3.17, P < .01). High lncRNA SNHG16 expression was associated with tumor progression in CRC patients (χ = 8.85, P = .03). The rs7353 site A>G variation caused a significant decrease in plasma lncRNA SNHG16 level (P < .01), while the rs8038 site G>A variation and rs15278 site A>G variation resulted in increased plasma lncRNA SNHG16 levels. CONCLUSION Polymorphisms of lncRNA SNHG16 gene rs7353, rs8038, rs15278 loci and their interaction with age are significantly associated with CRC susceptibility.
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Affiliation(s)
- Li Zhou
- Department of Medical Oncology, First People's Hospital of Yuhang District, Hangzhou
| | - Yuefeng Zhang
- Department of Hematology, First People's Hospital of Yuhang District, Hangzhou
| | - Jianjiang Jin
- Department of Medical Oncology, First People's Hospital of Yuhang District, Hangzhou
| | - Xuewei Gu
- Department of Gastroenterology, Zhuji People's Hospital of Zhejiang Province (Zhuji Affiliated Hospital of Shaoxing University), Shaoxing, Zhejiang Province, China
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de Carvalho AC, Perdomo S, Dos Santos W, Fernandes GC, de Jesus LM, Carvalho RS, Scapulatempo-Neto C, de Almeida GC, Sorroche BP, Arantes LMRB, Melendez ME, De Marchi P, Hayes N, Reis RM, Carvalho AL. Impact of genetic variants in clinical outcome of a cohort of patients with oropharyngeal squamous cell carcinoma. Sci Rep 2020; 10:9970. [PMID: 32561788 PMCID: PMC7305218 DOI: 10.1038/s41598-020-66741-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 05/21/2020] [Indexed: 02/07/2023] Open
Abstract
Tobacco- or human papillomavirus- driven oropharyngeal squamous cell carcinomas (OpSCC) represent distinct clinical, biological and epidemiological entities. The aim of this study was to identify genetic variants based on somatic alterations in OpSCC samples from an admixed population, and to test for association with clinical features. The entire coding region of 15 OpSCC driver genes was sequenced by next-generation sequencing in 51 OpSCC FFPE samples. Thirty-five percent of the patients (18/51) were HPV-positive and current or past tobacco consumption was reported in 86.3% (44/51). The mutation profile identified an average of 2.67 variants per sample. Sixty-three percent of patients (32/51; 62.7%) were mutated for at least one of the genes tested and TP53 was the most frequently mutated gene. The presence of mutation in NOTCH1 and PTEN, significantly decreased patient's recurrence-free survival, but only NOTCH1 mutation remained significant after stepwise selection, with a risk of recurrence of 4.5 (HR 95% CI = 1.11-14.57; Cox Regression p = 0.034). These results show that Brazilian OpSCC patients exhibit a similar clinical and genetic profile in comparison to other populations. Molecular characterization is a promising tool for the definition of clinical subgroups, aiding in a more precise tailoring of treatment and prognostication.
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Affiliation(s)
| | - Sandra Perdomo
- Institute of Nutrition, Genetics and Metabolism Research, Faculty of Medicine, Universidad El Bosque, Bogotá, Colombia
- International Agency of Research on Cancer, Lyon, France
| | | | | | | | | | - Cristovam Scapulatempo-Neto
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Pathology and Molecular Diagnostics Service, Diagnósticos da América-DASA, São Paulo, SP, Brazil
| | | | | | | | - Matias Eliseo Melendez
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Pelé Little Prince Research Institute, Curitiba, PR, Brazil
- Little Prince College, Curitiba, PR, Brazil
| | - Pedro De Marchi
- Department of Medical Oncology, Barretos Cancer Hospital, Barretos, SP, Brazil
- Oncoclinicas, Rio de Janeiro, RJ, Brazil
| | - Neil Hayes
- Department of Medicine, Division of Oncology, UTHSC Center for Cancer Research, University of Tennessee Health Science Center, Memphis, USA
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil
- Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal
- ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - André Lopes Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, SP, Brazil.
- International Agency of Research on Cancer, Lyon, France.
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