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1.
Am J Hum Genet ; 2024 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-39142283

RESUMO

The ENIGMA research consortium develops and applies methods to determine clinical significance of variants in hereditary breast and ovarian cancer genes. An ENIGMA BRCA1/2 classification sub-group, formed in 2015 as a ClinGen external expert panel, evolved into a ClinGen internal Variant Curation Expert Panel (VCEP) to align with Food and Drug Administration recognized processes for ClinVar contributions. The VCEP reviewed American College of Medical Genetics and Genomics/Association of Molecular Pathology (ACMG/AMP) classification criteria for relevance to interpreting BRCA1 and BRCA2 variants. Statistical methods were used to calibrate evidence strength for different data types. Pilot specifications were tested on 40 variants and documentation revised for clarity and ease of use. The original criterion descriptions for 13 evidence codes were considered non-applicable or overlapping with other criteria. Scenario of use was extended or re-purposed for eight codes. Extensive analysis and/or data review informed specification descriptions and weights for all codes. Specifications were applied to pilot variants with pre-existing ClinVar classification as follows: 13 uncertain significance or conflicting, 14 pathogenic and/or likely pathogenic, and 13 benign and/or likely benign. Review resolved classification for 11/13 uncertain significance or conflicting variants and retained or improved confidence in classification for the remaining variants. Alignment of pre-existing ENIGMA research classification processes with ACMG/AMP classification guidelines highlighted several gaps in the research processes and the baseline ACMG/AMP criteria. Calibration of evidence strength was key to justify utility and strength of different data types for gene-specific application. The gene-specific criteria demonstrated value for improving ACMG/AMP-aligned classification of BRCA1 and BRCA2 variants.

2.
Mol Cell ; 73(2): 195-196, 2019 01 17.
Artigo em Inglês | MEDLINE | ID: mdl-30658107

RESUMO

PARP inhibitor (PARPi) therapy targets BRCA1/2 mutant tumor cells, but acquired resistance limits its effectiveness. In this issue of Molecular Cell, Marzio et al. (2019) identify a novel mechanism of resistance to PARPi through regulation of RAD51 protein stability via an SCF ubiquitin ligase dependent on EMI1.


Assuntos
Inibidores de Poli(ADP-Ribose) Polimerases , Neoplasias de Mama Triplo Negativas , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Proteínas F-Box , Humanos , Rad51 Recombinase
3.
Pharmacol Rev ; 75(4): 789-814, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36927888

RESUMO

Personalized medicine tailors therapies, disease prevention, and health maintenance to the individual, with pharmacogenomics serving as a key tool to improve outcomes and prevent adverse effects. Advances in genomics have transformed pharmacogenetics, traditionally focused on single gene-drug pairs, into pharmacogenomics, encompassing all "-omics" fields (e.g., proteomics, transcriptomics, metabolomics, and metagenomics). This review summarizes basic genomics principles relevant to translation into therapies, assessing pharmacogenomics' central role in converging diverse elements of personalized medicine. We discuss genetic variations in pharmacogenes (drug-metabolizing enzymes, drug transporters, and receptors), their clinical relevance as biomarkers, and the legacy of decades of research in pharmacogenetics. All types of therapies, including proteins, nucleic acids, viruses, cells, genes, and irradiation, can benefit from genomics, expanding the role of pharmacogenomics across medicine. Food and Drug Administration approvals of personalized therapeutics involving biomarkers increase rapidly, demonstrating the growing impact of pharmacogenomics. A beacon for all therapeutic approaches, molecularly targeted cancer therapies highlight trends in drug discovery and clinical applications. To account for human complexity, multicomponent biomarker panels encompassing genetic, personal, and environmental factors can guide diagnosis and therapies, increasingly involving artificial intelligence to cope with extreme data complexities. However, clinical application encounters substantial hurdles, such as unknown validity across ethnic groups, underlying bias in health care, and real-world validation. This review address the underlying science and technologies germane to pharmacogenomics and personalized medicine, integrated with economic, ethical, and regulatory issues, providing insights into the current status and future direction of health care. SIGNIFICANCE STATEMENT: Personalized medicine aims to optimize health care for the individual patients with use of predictive biomarkers to improve outcomes and prevent adverse effects. Pharmacogenomics drives biomarker discovery and guides the development of targeted therapeutics. This review addresses basic principles and current trends in pharmacogenomics, with large-scale data repositories accelerating medical advances. The impact of pharmacogenomics is discussed, along with hurdles impeding broad clinical implementation, in the context of clinical care, ethics, economics, and regulatory affairs.


Assuntos
Neoplasias , Farmacogenética , Humanos , Medicina de Precisão , Inteligência Artificial , Neoplasias/tratamento farmacológico , Neoplasias/genética , Proteômica , Preparações Farmacêuticas
4.
Brain Behav Immun ; 119: 333-350, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38561095

RESUMO

Neonatal sepsis remains one of the leading causes of mortality in newborns. Several brainstem-regulated physiological processes undergo disruption during neonatal sepsis. Mechanistic knowledge gaps exist at the interplay between metabolism and immune activation to brainstem neural circuits and pertinent physiological functions in neonates. To delineate this association, we induced systemic inflammation either by TLR4 (LPS) or TLR1/2 (PAM3CSK4) ligand administration in postnatal day 5 mice (PD5). Our findings show that LPS and PAM3CSK4 evoke substantial changes in respiration and metabolism. Physiological trade-offs led to hypometabolic-hypothermic responses due to LPS, but not PAM3CSK4, whereas to both TLR ligands blunted respiratory chemoreflexes. Neuroinflammatory pathways modulation in brainstem showed more robust effects in LPS than PAM3CSK4. Brainstem neurons, microglia, and astrocyte gene expression analyses showed unique responses to TLR ligands. PAM3CSK4 did not significantly modulate gene expression changes in GLAST-1 positive brainstem astrocytes. PD5 pups receiving PAM3CSK4 failed to maintain a prolonged metabolic state repression, which correlated to enhanced gasping latency and impaired autoresuscitation during anoxic chemoreflex challenges. In contrast, LPS administered pups showed no significant changes in anoxic chemoreflex. Electrophysiological studies from brainstem slices prepared from pups exposed to either TLR4 or PAM3CSK4 showed compromised transmission between preBötzinger complex and Hypoglossal as an exclusive response to the TLR1/2 ligand. Spatial gene expression analysis demonstrated a region-specific modulation of PAM3CSK4 within the raphe nucleus relative to other anatomical sites evaluated. Our findings suggest that metabolic changes due to inflammation might be a crucial tolerance mechanism for neonatal sepsis preserving neural control of breathing.


Assuntos
Animais Recém-Nascidos , Tronco Encefálico , Lipopolissacarídeos , Sepse Neonatal , Receptor 1 Toll-Like , Receptor 2 Toll-Like , Receptor 4 Toll-Like , Animais , Camundongos , Receptor 4 Toll-Like/metabolismo , Lipopolissacarídeos/farmacologia , Receptor 2 Toll-Like/metabolismo , Sepse Neonatal/metabolismo , Tronco Encefálico/metabolismo , Receptor 1 Toll-Like/metabolismo , Lipopeptídeos/farmacologia , Respiração/efeitos dos fármacos , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Astrócitos/metabolismo , Masculino , Ligantes , Microglia/metabolismo , Feminino , Inflamação/metabolismo
5.
Cancer ; 129(S19): 3114-3127, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37691524

RESUMO

BACKGROUND: Turning the Page on Breast Cancer (TPBC) uses a multilevel approach to reduce breast cancer (BC) mortality among Black women. TPBC intervenes by (1) improving health care facilities' ability to conduct effective BC screening, follow-up, and treatment; (2) involving community-based organizations; and (3) providing education and personal risk information through a culturally relevant website. Ohio has among the worst BC mortality rates in the United States for Black women. TPBC is in its third year of providing targeted interventions in 12 Ohio counties with particularly high BC rates among Black women. METHODS: TPBC enrolls health care facilities, collects organizational and patient data, and conducts key informant interviews to inform the provision of appropriate evidence-based interventions. TPBC engages Black communities through community-based organizations and social media advertising. The TPBC website offers BC information, connects Black women to community BC resources, and provides access to a risk-assessment tool. RESULTS: TPBC has provided tailored information packets, evidence-based interventions, and systematic support for improving the tracking and follow-up of breast health care among patients in 10 clinical partnerships. The project has provided education at community events monthly since mid-2021. The TPBC website (http://endbreastcancerohio.org) is promoted through social media (primarily Facebook) and community events to reach Black women aged 25-70 years. To date, 4108 unique users have visited the website, of whom 15.9% completed the risk assessment. CONCLUSIONS: Novel strategies are needed to address persistent disparities in BC outcomes among Black women. TPBC demonstrates the potential effectiveness of multiple methods of community-based, clinic-based, and web-based engagement. PLAIN LANGUAGE SUMMARY: Turning the Page on Breast Cancer (TPBC) aims to reduce breast cancer mortality among Black women in Ohio by conducting multilevel, community-engaged interventions in 12 counties. Women are provided risk information and education at virtual and in-person community events and through a community-friendly website that was launched in November 2020. Almost 4000 women have visited the website, which offers community-targeted information, urges screening for individuals at elevated risk, and offers access to patient navigation services; 655 users have used a breast cancer risk-assessment tool on the site. Community-based organizations conduct educational efforts. TPBC partners with health care facilities, which are taught to improve their ability to conduct effective breast cancer screening, follow-up, and treatment. So far, TPBC has provided educational information, evidence-based intervention lists, tailored information packets, and ongoing quarterly support to partners in 10 counties. Evaluation will focus on aggregated data for screening and genetic testing referral at the clinic level.


Assuntos
Neoplasias da Mama , Feminino , Humanos , População Negra , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/etnologia , Neoplasias da Mama/mortalidade , Neoplasias da Mama/prevenção & controle , Escolaridade , Ohio/epidemiologia , Negro ou Afro-Americano/estatística & dados numéricos , Participação da Comunidade , Programas de Rastreamento , Medição de Risco , Educação de Pacientes como Assunto , Promoção da Saúde , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Idoso , Disparidades nos Níveis de Saúde , Disparidades em Assistência à Saúde , Determinantes Sociais da Saúde
6.
Br J Cancer ; 128(12): 2283-2294, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37076566

RESUMO

BACKGROUND: The distribution of ovarian tumour characteristics differs between germline BRCA1 and BRCA2 pathogenic variant carriers and non-carriers. In this study, we assessed the utility of ovarian tumour characteristics as predictors of BRCA1 and BRCA2 variant pathogenicity, for application using the American College of Medical Genetics and the Association for Molecular Pathology (ACMG/AMP) variant classification system. METHODS: Data for 10,373 ovarian cancer cases, including carriers and non-carriers of BRCA1 or BRCA2 pathogenic variants, were collected from unpublished international cohorts and consortia and published studies. Likelihood ratios (LR) were calculated for the association of ovarian cancer histology and other characteristics, with BRCA1 and BRCA2 variant pathogenicity. Estimates were aligned to ACMG/AMP code strengths (supporting, moderate, strong). RESULTS: No histological subtype provided informative ACMG/AMP evidence in favour of BRCA1 and BRCA2 variant pathogenicity. Evidence against variant pathogenicity was estimated for the mucinous and clear cell histologies (supporting) and borderline cases (moderate). Refined associations are provided according to tumour grade, invasion and age at diagnosis. CONCLUSIONS: We provide detailed estimates for predicting BRCA1 and BRCA2 variant pathogenicity based on ovarian tumour characteristics. This evidence can be combined with other variant information under the ACMG/AMP classification system, to improve classification and carrier clinical management.


Assuntos
Neoplasias da Mama , Neoplasias Ovarianas , Humanos , Feminino , Virulência , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias Ovarianas/genética , Predisposição Genética para Doença
7.
Am J Gastroenterol ; 118(4): 712-726, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36707929

RESUMO

INTRODUCTION: Early-onset colorectal cancer diagnosed before the age of 50 years has been increasing. Likely reflecting the pathogenic role of the intestinal microbiome, which gradually changes across the entire colorectal length, the prevalence of certain tumor molecular characteristics gradually changes along colorectal subsites. Understanding how colorectal tumor molecular features differ by age and tumor location is important in personalized patient management. METHODS: Using 14,004 cases with colorectal cancer including 3,089 early-onset cases, we examined microsatellite instability (MSI), CpG island methylator phenotype (CIMP), and KRAS and BRAF mutations in carcinomas of the cecum, ascending colon, transverse colon, descending colon, sigmoid colon, and rectum and compared early-onset cases with later-onset cases. RESULTS: The proportions of MSI-high, CIMP-high, and BRAF -mutated early-onset tumors were lowest in the rectum (8.8%, 3.4%, and 3.5%, respectively) and highest in the ascending colon (46% MSI-high; 15% CIMP-high) or transverse colon (8.6% BRAF -mutated) (all Ptrend <0.001 across the rectum to ascending colon). Compared with later-onset tumors, early-onset tumors showed a higher prevalence of MSI-high status and a lower prevalence of CIMP-high status and BRAF mutations in most subsites. KRAS mutation prevalence was higher in the cecum compared with that in the other subsites in both early-onset and later-onset tumors ( P < 0.001). Notably, later-onset MSI-high tumors showed a continuous decrease in KRAS mutation prevalence from the rectum (36%) to ascending colon (9%; Ptrend <0.001), followed by an increase in the cecum (14%), while early-onset MSI-high cancers showed no such trend. DISCUSSION: Our findings support biogeographical and pathogenic heterogeneity of colorectal carcinomas in different colorectal subsites and age groups.


Assuntos
Neoplasias Colorretais , Proteínas Proto-Oncogênicas B-raf , Humanos , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas p21(ras)/genética , Metilação de DNA , Neoplasias Colorretais/epidemiologia , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Mutação , Fenótipo , Ilhas de CpG , Instabilidade de Microssatélites
8.
Int J Cancer ; 151(3): 348-360, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35383926

RESUMO

Diabetes is an established risk factor for colorectal cancer. However, colorectal cancer is a heterogeneous disease and it is not well understood whether diabetes is more strongly associated with some tumor molecular subtypes than others. A better understanding of the association between diabetes and colorectal cancer according to molecular subtypes could provide important insights into the biology of this association. We used data on lifestyle and clinical characteristics from the Colorectal Cancer Family Registry (CCFR) and the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), including 9756 colorectal cancer cases (with tumor marker data) and 9985 controls, to evaluate associations between reported diabetes and risk of colorectal cancer according to molecular subtypes. Tumor markers included BRAF and KRAS mutations, microsatellite instability and CpG island methylator phenotype. In the multinomial logistic regression model, comparing colorectal cancer cases to cancer-free controls, diabetes was positively associated with colorectal cancer regardless of subtype. The highest OR estimate was found for BRAF-mutated colorectal cancer, n = 1086 (ORfully adj : 1.67, 95% confidence intervals [CI]: 1.36-2.05), with an attenuated association observed between diabetes and colorectal cancer without BRAF-mutations, n = 7959 (ORfully adj : 1.33, 95% CI: 1.19-1.48). In the case only analysis, BRAF-mutation was differentially associated with diabetes (Pdifference  = .03). For the other markers, associations with diabetes were similar across tumor subtypes. In conclusion, our study confirms the established association between diabetes and colorectal cancer risk, and suggests that it particularly increases the risk of BRAF-mutated tumors.


Assuntos
Neoplasias Colorretais , Diabetes Mellitus , Biomarcadores Tumorais/genética , Neoplasias Colorretais/epidemiologia , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Ilhas de CpG/genética , Metilação de DNA , Diabetes Mellitus/genética , Humanos , Instabilidade de Microssatélites , Mutação , Fenótipo , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas p21(ras)/genética
9.
Trends Genet ; 35(7): 515-526, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31128889

RESUMO

Cancer is characterized by diverse genetic alterations in both germline and somatic genomes that disrupt normal biology and provide a selective advantage to cells during tumorigenesis. Germline and somatic genomes have been extensively studied independently, leading to numerous biological insights. Analyses integrating data from both genomes have identified genetic variants impacting somatic events in tumors, including hotspot driver mutations. Interactions among specific germline variants and somatic events influence cancer subtypes, treatment response, and clinical outcomes. Investigation of these complex interactions is increasing our understanding of aberrant pathways in tumors that may uncover novel therapeutic targets. Here, we review the literature describing the role of germline genetic variants in promoting the selection and generation of specific mutations during tumorigenesis.


Assuntos
Carcinogênese/genética , Mutação em Linhagem Germinativa , Neoplasias/imunologia , Neoplasias/patologia , Estudo de Associação Genômica Ampla , Humanos , Neoplasias/genética
10.
Breast Cancer Res Treat ; 192(3): 639-648, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35286522

RESUMO

PURPOSE: Somatic driver mutations in TP53 are associated with triple-negative breast cancer (TNBC) and poorer outcomes. Breast cancers in women of African ancestry (AA) are more likely to be TNBC and have somatic TP53 mutations than cancers in non-Hispanic White (NHW) women. Missense driver mutations in TP53 have varied functional impact including loss-of-function (LOF) or gain-of-function (GOF) activity, and dominant negative (DNE) effects. We aimed to determine if there were differences in somatic TP53 mutation types by patient ancestry or TNBC status. METHODS: We identified breast cancer datasets with somatic TP53 mutation data, ancestry, age, and hormone receptor status. Mutations were classified for functional impact using published data and type of mutation. We assessed differences using Fisher's exact test. RESULTS: From 96 breast cancer studies, we identified 2964 women with somatic TP53 mutations: 715 (24.1%) Asian, 258 (8.7%) AA, 1931 (65.2%) NHW, and 60 (2%) Latina. The distribution of TP53 mutation type was similar by ancestry. However, 35.8% of tumors from NHW individuals had GOF mutations compared to 29% from AA individuals (p = 0.04). Mutations with DNE activity were positively associated with TNBC (OR 1.37, p = 0.03) and estrogen receptor (ER) negative status (OR 1.38; p = 0.005). CONCLUSIONS: Somatic TP53 mutation types did not differ by ancestry overall, but GOF mutations were more common in NHW women than AA women. ER-negative and TNBC tumors are less likely to have DNE+ TP53 mutations which could reflect biological processes. Larger cohorts and functional studies are needed to further elucidate these findings.


Assuntos
Neoplasias da Mama , Neoplasias de Mama Triplo Negativas , Proteína Supressora de Tumor p53/genética , Povo Asiático , População Negra , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Feminino , Hispânico ou Latino , Humanos , Mutação , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/patologia
11.
Genet Med ; 24(1): 119-129, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34906479

RESUMO

PURPOSE: Germline genetic testing for BRCA1 and BRCA2 variants has been a part of clinical practice for >2 decades. However, no studies have compared the cancer risks associated with missense pathogenic variants (PVs) with those associated with protein truncating (PTC) variants. METHODS: We collected 582 informative pedigrees segregating 1 of 28 missense PVs in BRCA1 and 153 pedigrees segregating 1 of 12 missense PVs in BRCA2. We analyzed 324 pedigrees with PTC variants in BRCA1 and 214 pedigrees with PTC variants in BRCA2. Cancer risks were estimated using modified segregation analysis. RESULTS: Estimated breast cancer risks were markedly lower for women aged >50 years carrying BRCA1 missense PVs than for the women carrying BRCA1 PTC variants (hazard ratio [HR] = 3.9 [2.4-6.2] for PVs vs 12.8 [5.7-28.7] for PTC variants; P = .01), particularly for missense PVs in the BRCA1 C-terminal domain (HR = 2.8 [1.4-5.6]; P = .005). In case of BRCA2, for women aged >50 years, the HR was 3.9 (2.0-7.2) for those heterozygous for missense PVs compared with 7.0 (3.3-14.7) for those harboring PTC variants. BRCA1 p.[Cys64Arg] and BRCA2 p.[Trp2626Cys] were associated with particularly low risks of breast cancer compared with other PVs. CONCLUSION: These results have important implications for the counseling of at-risk women who harbor missense PVs in the BRCA1/2 genes.


Assuntos
Neoplasias da Mama , Neoplasias Ovarianas , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Feminino , Genes BRCA1 , Genes BRCA2 , Predisposição Genética para Doença , Testes Genéticos/métodos , Mutação em Linhagem Germinativa/genética , Humanos , Pessoa de Meia-Idade , Neoplasias Ovarianas/genética
12.
Acta Neurochir (Wien) ; 164(5): 1401-1405, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-34981192

RESUMO

To identify genes altered in a highly aggressive metastatic meningioma primary as well as its metastases. Exome sequencing of a primary anaplastic meningioma and metastatic lesions in which DNA could be extracted and compared to germline DNA. Genetic analysis of the metastatic sites found 31 common mutations among the primary tumor and two metastatic sites. Additionally, genetic mutations were identified which were either infrequently (MUC3A, ALDH1A3, HOXA1) or not at all previously described in meningiomas (CASS4, CMKLR1). Exome sequencing of a metastatic meningioma and its distant metastases outside the CNS identified mutations that were not previously well described.


Assuntos
Neoplasias Meníngeas , Meningioma , Humanos , Neoplasias Meníngeas/genética , Neoplasias Meníngeas/patologia , Meningioma/patologia , Mutação/genética
13.
Gut ; 70(7): 1325-1334, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33632709

RESUMO

OBJECTIVE: An understanding of the etiologic heterogeneity of colorectal cancer (CRC) is critical for improving precision prevention, including individualized screening recommendations and the discovery of novel drug targets and repurposable drug candidates for chemoprevention. Known differences in molecular characteristics and environmental risk factors among tumors arising in different locations of the colorectum suggest partly distinct mechanisms of carcinogenesis. The extent to which the contribution of inherited genetic risk factors for CRC differs by anatomical subsite of the primary tumor has not been examined. DESIGN: To identify new anatomical subsite-specific risk loci, we performed genome-wide association study (GWAS) meta-analyses including data of 48 214 CRC cases and 64 159 controls of European ancestry. We characterised effect heterogeneity at CRC risk loci using multinomial modelling. RESULTS: We identified 13 loci that reached genome-wide significance (p<5×10-8) and that were not reported by previous GWASs for overall CRC risk. Multiple lines of evidence support candidate genes at several of these loci. We detected substantial heterogeneity between anatomical subsites. Just over half (61) of 109 known and new risk variants showed no evidence for heterogeneity. In contrast, 22 variants showed association with distal CRC (including rectal cancer), but no evidence for association or an attenuated association with proximal CRC. For two loci, there was strong evidence for effects confined to proximal colon cancer. CONCLUSION: Genetic architectures of proximal and distal CRC are partly distinct. Studies of risk factors and mechanisms of carcinogenesis, and precision prevention strategies should take into consideration the anatomical subsite of the tumour.


Assuntos
Colo , Neoplasias do Colo/genética , Heterogeneidade Genética , Neoplasias Retais/genética , Adulto , Distribuição por Idade , Idade de Início , Idoso , Idoso de 80 Anos ou mais , Alelos , Estudos de Casos e Controles , Ceco , Colo Ascendente , Colo Descendente , Colo Sigmoide , Colo Transverso , Neoplasias do Colo/diagnóstico , Feminino , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Neoplasias Retais/diagnóstico , Fatores de Risco , População Branca/genética , Adulto Jovem
14.
Hum Mutat ; 42(2): 150-163, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33169439

RESUMO

PALB2 has been identified as a breast and pancreatic cancer susceptibility gene. Utilizing a targeted sequencing approach, we discovered two novel germline missense PALB2 variants c.191C>T and c.311C>T, encoding p.Ser64Leu and p.Pro104Leu, respectively, in individuals in a pancreatic cancer registry. No missense PALB2 variants from familial pancreatic cancer patients, and few PALB2 variants overall, have been functionally characterized. Given the known role of PALB2, we tested the impact of p.Ser64Leu and p.Pro104Leu variants on DNA damage responses. Neither p.Ser64Leu nor p.Pro104Leu have clear effects on interactions with BRCA1 and KEAP1, which are mediated by adjacent motifs in PALB2. However, both variants are associated with defective recruitment of PALB2, and the RAD51 recombinase downstream, to DNA damage foci. Furthermore, p.Ser64Leu and p.Pro104Leu both largely compromise DNA double-strand break-initiated homologous recombination, and confer increased cellular sensitivity to ionizing radiation (IR) and the poly (ADP-ribose) polymerase (PARP) inhibitor Olaparib. Taken together, our results represent the first demonstration of functionally deleterious PALB2 missense variants associated with familial pancreatic cancer and of deleterious variants in the N-terminus outside of the coiled-coil domain. Furthermore, our results suggest the possibility of personalized treatments, using IR or PARP inhibitor, of pancreatic and other cancers that carry a deleterious PALB2 variant.


Assuntos
Proteína do Grupo de Complementação N da Anemia de Fanconi , Neoplasias Pancreáticas , Dano ao DNA , Proteína do Grupo de Complementação N da Anemia de Fanconi/genética , Humanos , Proteína 1 Associada a ECH Semelhante a Kelch/genética , Fator 2 Relacionado a NF-E2/genética , Neoplasias Pancreáticas/genética , Rad51 Recombinase/genética , Rad51 Recombinase/metabolismo
15.
J Neurophysiol ; 125(4): 1164-1179, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33502943

RESUMO

Modern neurophysiology research requires the interrogation of high-dimensionality data sets. Machine learning and artificial intelligence (ML/AI) workflows have permeated into nearly all aspects of daily life in the developed world but have not been implemented routinely in neurophysiological analyses. The power of these workflows includes the speed at which they can be deployed, their availability of open-source programming languages, and the objectivity permitted in their data analysis. We used classification-based algorithms, including random forest, gradient boosted machines, support vector machines, and neural networks, to test the hypothesis that the animal genotypes could be separated into their genotype based on interpretation of neurophysiological recordings. We then interrogate the models to identify what were the major features utilized by the algorithms to designate genotype classification. By using raw EEG and respiratory plethysmography data, we were able to predict which recordings came from genotype class with accuracies that were significantly improved relative to the no information rate, although EEG analyses showed more overlap between groups than respiratory plethysmography. In comparison, conventional methods where single features between animal classes were analyzed, differences between the genotypes tested using baseline neurophysiology measurements showed no statistical difference. However, ML/AI workflows successfully were capable of providing successful classification, indicating that interactions between features were different in these genotypes. ML/AI workflows provide new methodologies to interrogate neurophysiology data. However, their implementation must be done with care so as to provide high rigor and reproducibility between laboratories. We provide a series of recommendations on how to report the utilization of ML/AI workflows for the neurophysiology community.NEW & NOTEWORTHY ML/AI classification workflows are capable of providing insight into differences between genotypes for neurophysiology research. Analytical techniques utilized in the neurophysiology community can be augmented by implementing ML/AI workflows. Random forest is a robust classification algorithm for respiratory plethysmography data. Utilization of ML/AI workflows in neurophysiology research requires heightened transparency and improved community research standards.


Assuntos
Eletroencefalografia , Perfilação da Expressão Gênica , Aprendizado de Máquina , Neurofisiologia/métodos , Pletismografia , Respiração , Sono/fisiologia , Animais , Astrócitos , Eletroencefalografia/métodos , Perfilação da Expressão Gênica/métodos , Genótipo , Proteínas de Homeodomínio , Camundongos , Pletismografia/métodos , Fatores de Transcrição , Fluxo de Trabalho
16.
BMC Cancer ; 20(1): 389, 2020 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-32375690

RESUMO

BACKGROUND: To assess metastatic breast cancer (MBC) patient psychological factors, perceptions, and comprehension of tumor genomic testing. METHODS: In a prospective, single institution, single-arm trial, patients with MBC underwent next-generation sequencing at study entry with sequencing results released at progression. Patients who completed surveys before undergoing sequencing were included in the present secondary analysis (n = 58). We administered four validated psychosocial measures: Center for Epidemiologic Studies Depression Scale, Beck Anxiety Inventory, Trust in Physician Scale, and Communication and Attitudinal Self-Efficacy scale for Cancer. Genetic comprehension was assessed using 7-question objective and 6-question subjective measures. Longitudinal data were assessed (n = 40) using paired Wilcoxon signed rank and McNemar's test of agreement. RESULTS: There were no significant differences between the beginning and end of study in depression, anxiety, physician trust, or self-efficacy (median time on study: 7.6 months). Depression and anxiety were positively associated with each other and both negatively associated with self-efficacy. Self-efficacy decreased from pre- to post-genomic testing (p = 0.05). Objective genetics comprehension did not significantly change from pre- to post-genomic testing, but patients expressed increased confidence in their ability to teach others about genetics (p = 0.04). Objective comprehension was significantly lower in non-white patients (p = 0.02) and patients with lower income (p = 0.04). CONCLUSIONS: This is the only study, to our knowledge, to longitudinally evaluate multiple psychological metrics in MBC as patients undergo tumor genomic testing. Overall, psychological dimensions remained stable over the duration of tumor genomic testing. Among patients with MBC, depression and anxiety metrics were negatively correlated with patient self-efficacy. Patients undergoing somatic genomic testing had limited genomic knowledge, which varied by demographic groups and may warrant additional educational intervention. CLINICAL TRIAL INFORMATION: NCT01987726, registered November 13, 2013.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias da Mama/genética , Técnicas de Apoio para a Decisão , Testes Genéticos/métodos , Conhecimentos, Atitudes e Prática em Saúde , Mutação , Percepção , Idoso , Neoplasias da Mama/psicologia , Neoplasias da Mama/terapia , Terapia Combinada , Feminino , Seguimentos , Genômica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Pessoa de Meia-Idade , Metástase Neoplásica , Educação de Pacientes como Assunto , Prognóstico , Estudos Prospectivos
17.
Paediatr Perinat Epidemiol ; 34(6): 629-636, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32150298

RESUMO

BACKGROUND: While most known causes of infertility relate to the health of the woman and/or her partner, questions have been raised regarding the possible contributions of transgenerational or epigenetic factors. OBJECTIVE: The goal of this hypothesis-generating work was to examine whether Generation 1's (G1's) age at the delivery of G2 (Generation 2) was associated with G2's fertility in later life. METHODS: We conducted a retrospective cohort study of women (G2s) recruited online in 2016. A questionnaire queried G2s regarding demographics and fertility. The primary exposure was G1's age at G2's birth. Outcome measures included the following: 12-month infertility, time to pregnancy, and childlessness. The adjusted relative risk (RR) of G2 infertility and childlessness by G1 age at G2's birth was estimated through a modified Poisson regression approach. The fecundity odds ratio (FOR) for the association between G1's age at G2 birth and time to pregnancy for G2 was estimated by discrete-time survival models, with complementary log-log link. RESULTS: A total of 2,854 women enrolled. We found no association between G1 age at G2's birth and G2 infertility. Being born to a G1 aged 15-19 years was associated with a longer time to pregnancy for G2 (FOR 0.84, 95% confidence interval 0.72, 0.99), relative to being born to a G1 aged 20-24 years. We observed the suggestion of a possible increased risk of childlessness among G2s born to older G1s, but the estimate was imprecise. CONCLUSIONS: While being born to a G1 who was 15-19 years old was associated with an increase in G2 time to pregnancy, we found no association between G1 age at G2's birth and infertility and only the suggestion of a modest association with childlessness. These data suggest a possible subtle effect of G1 age at G2's birth on G2 fertility, which warrants further study.


Assuntos
Fertilidade , Infertilidade , Adolescente , Adulto , Feminino , Humanos , Infertilidade/epidemiologia , Idade Materna , Gravidez , Estudos Retrospectivos , Adulto Jovem
18.
Hum Mutat ; 40(10): 1781-1796, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31112363

RESUMO

BRCA1 and BRCA2 (BRCA1/2) pathogenic sequence variants (PSVs) confer elevated risks of multiple cancers. However, most BRCA1/2 PSVs reports focus on European ancestry individuals. Knowledge of the PSV distribution in African descent individuals is poorly understood. We undertook a systematic review of the published literature and publicly available databases reporting BRCA1/2 PSVs also accessed the Consortium of Investigators of Modifiers of BRCA1/2 (CIMBA) database to identify African or African descent individuals. Using these data, we inferred which of the BRCA PSVs were likely to be of African continental origin. Of the 43,817 BRCA1/2 PSV carriers in the CIMBA database, 469 (1%) were of African descent. Additional African descent individuals were identified in public databases (n = 291) and the literature (n = 601). We identified 164 unique BRCA1 and 173 unique BRCA2 PSVs in individuals of African ancestry. Of these, 83 BRCA1 and 91 BRCA2 PSVs are of likely or possible African origin. We observed numerous differences in the distribution of PSV type and function in African origin versus non-African origin PSVs. Research in populations of African ancestry with BRCA1/2 PSVs is needed to provide the information needed for clinical management and decision-making in African descent individuals worldwide.


Assuntos
Proteína BRCA1/genética , Proteína BRCA2/genética , População Negra/genética , Predisposição Genética para Doença , Variação Genética , Alelos , Feminino , Estudos de Associação Genética , Humanos , Mutação , Vigilância da População
19.
Am J Hum Genet ; 108(2): 214-216, 2021 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-33545027
20.
Oncologist ; 24(7): 973-979, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30541756

RESUMO

BACKGROUND: Soft-tissue sarcomas (STS) describe a heterogeneous group of mesenchymal tumors with limited treatment options. Targeted therapies exist for BRCA1/2 gene alterations, but their prevalence and role have not been fully described in STS. Here, we present the largest effort to characterize the frequency of homologous recombination (HR) DNA repair pathway alterations in STS subtypes and highlight the unique nature of leiomyosarcoma (LMS). MATERIALS AND METHODS: DNA sequencing data were analyzed for HR pathway alterations for 1,236 patients with STS. DNA sequencing data from an additional 1,312 patients were used to confirm the prevalence of HR pathway alterations in LMS. Four uterine LMS (uLMS) patients with functional BRCA2 loss were evaluated for response to poly (ADP-ribose) polymerase (PARP) inhibition. RESULTS: In an unselected STS study population, BRCA2 alterations were identified in 15 (1%) patients, and homozygous BRCA2 loss was detected in 9 (<1%). However, subset analysis revealed that these BRCA2 alterations were concentrated in uLMS as compared with any other STS subtype. Notably, 10% of uLMS tumors had a BRCA2 alteration. We further report that PARP inhibitors had demonstrated durable clinical benefit in four uLMS patients with BRCA2 loss. CONCLUSION: HR pathway alterations are rare in most STS. However, we identify uLMS to be enriched for BRCA2 loss and report the positive outcomes of a series of patients treated with PARP inhibitors. Our data suggest that patients with uLMS should be considered for somatic BRCA2 profiling. Prospective trials are necessary to confirm the efficacy of PARP inhibition in uLMS. IMPLICATIONS FOR PRACTICE: Soft-tissue sarcomas are a highly morbid, diverse set of tumors with limited treatment options. This study identifies an increased prevalence of functional BRCA1/2 loss in patients with uterine leiomyosarcoma (uLMS). It also presents four patients with uLMS and BRCA2 loss who achieved durable clinical benefit from poly (ADP-ribose) polymerase inhibition. These data suggest that patients with uLMS in particular should be screened for BRCA1/2 alterations and may benefit from treatment targeted to these alterations.


Assuntos
Antineoplásicos/uso terapêutico , Proteína BRCA1/genética , Proteína BRCA2/genética , Biomarcadores Tumorais/genética , Leiomiossarcoma/genética , Leiomiossarcoma/patologia , Mutação , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Seguimentos , Deleção de Genes , Regulação Neoplásica da Expressão Gênica , Humanos , Leiomiossarcoma/tratamento farmacológico , Masculino , Pessoa de Meia-Idade , Inibidores de Poli(ADP-Ribose) Polimerases/uso terapêutico , Prognóstico , Estudos Retrospectivos
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