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1.
Cell ; 166(4): 841-854, 2016 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-27453471

RESUMO

For placental mammals, the transition from the in utero maternal environment to postnatal life requires the activation of thermogenesis to maintain their core temperature. This is primarily accomplished by induction of uncoupling protein 1 (UCP1) in brown and beige adipocytes, the principal sites for uncoupled respiration. Despite its importance, how placental mammals license their thermogenic adipocytes to participate in postnatal uncoupled respiration is not known. Here, we provide evidence that the "alarmin" IL-33, a nuclear cytokine that activates type 2 immune responses, licenses brown and beige adipocytes for uncoupled respiration. We find that, in absence of IL-33 or ST2, beige and brown adipocytes develop normally but fail to express an appropriately spliced form of Ucp1 mRNA, resulting in absence of UCP1 protein and impairment in uncoupled respiration and thermoregulation. Together, these data suggest that IL-33 and ST2 function as a developmental switch to license thermogenesis during the perinatal period. PAPERCLIP.


Assuntos
Proteína 1 Semelhante a Receptor de Interleucina-1/metabolismo , Interleucina-33/metabolismo , Parto , Termogênese , Adipócitos/metabolismo , Animais , Animais Recém-Nascidos , Respiração Celular , Temperatura Baixa , Feminino , Interleucina-33/genética , Linfócitos/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL
2.
Cell ; 160(6): 1111-24, 2015 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-25768907

RESUMO

mRNA degradation represents a critical regulated step in gene expression. Although the major pathways in turnover have been identified, accounting for disparate half-lives has been elusive. We show that codon optimality is one feature that contributes greatly to mRNA stability. Genome-wide RNA decay analysis revealed that stable mRNAs are enriched in codons designated optimal, whereas unstable mRNAs contain predominately non-optimal codons. Substitution of optimal codons with synonymous, non-optimal codons results in dramatic mRNA destabilization, whereas the converse substitution significantly increases stability. Further, we demonstrate that codon optimality impacts ribosome translocation, connecting the processes of translation elongation and decay through codon optimality. Finally, we show that optimal codon content accounts for the similar stabilities observed in mRNAs encoding proteins with coordinated physiological function. This work demonstrates that codon optimization exists as a mechanism to finely tune levels of mRNAs and, ultimately, proteins.


Assuntos
Códon , RNA Fúngico/genética , RNA Fúngico/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Saccharomyces cerevisiae/metabolismo , Biossíntese de Proteínas , Estabilidade de RNA , RNA Fúngico/química , RNA Mensageiro/química
4.
Cell ; 146(2): 262-76, 2011 Jul 22.
Artigo em Inglês | MEDLINE | ID: mdl-21784247

RESUMO

The Dicer ribonuclease III (RNase III) enzymes process long double-stranded RNA (dsRNA) into small interfering RNAs (siRNAs) that direct RNA interference. Here, we describe the structure and activity of a catalytically active fragment of Kluyveromyces polysporus Dcr1, which represents the noncanonical Dicers found in budding yeasts. The crystal structure revealed a homodimer resembling that of bacterial RNase III but extended by a unique N-terminal domain, and it identified additional catalytic residues conserved throughout eukaryotic RNase III enzymes. Biochemical analyses showed that Dcr1 dimers bind cooperatively along the dsRNA substrate such that the distance between consecutive active sites determines the length of the siRNA products. Thus, unlike canonical Dicers, which successively remove siRNA duplexes from the dsRNA termini, budding-yeast Dicers initiate processing in the interior and work outward. The distinct mechanism of budding-yeast Dicers establishes a paradigm for natural molecular rulers and imparts substrate preferences with ramifications for biological function.


Assuntos
Kluyveromyces/enzimologia , Ribonuclease III/química , Ribonuclease III/metabolismo , Sequência de Aminoácidos , Domínio Catalítico , Cristalografia por Raios X , Kluyveromyces/metabolismo , Magnésio/metabolismo , Modelos Moleculares , Dados de Sequência Molecular , RNA de Cadeia Dupla/metabolismo , RNA Interferente Pequeno/metabolismo , Saccharomyces/enzimologia , Saccharomyces/metabolismo , Alinhamento de Sequência
5.
Nature ; 559(7712): 130-134, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29950728

RESUMO

The conserved and essential DEAD-box RNA helicase Ded1p from yeast and its mammalian orthologue DDX3 are critical for the initiation of translation1. Mutations in DDX3 are linked to tumorigenesis2-4 and intellectual disability5, and the enzyme is targeted by a range of viruses6. How Ded1p and its orthologues engage RNAs during the initiation of translation is unknown. Here we show, by integrating transcriptome-wide analyses of translation, RNA structure and Ded1p-RNA binding, that the effects of Ded1p on the initiation of translation are connected to near-cognate initiation codons in 5' untranslated regions. Ded1p associates with the translation pre-initiation complex at the mRNA entry channel and repressing the activity of Ded1p leads to the accumulation of RNA structure in 5' untranslated regions, the initiation of translation from near-cognate start codons immediately upstream of these structures and decreased protein synthesis from the corresponding main open reading frames. The data reveal a program for the regulation of translation that links Ded1p, the activation of near-cognate start codons and mRNA structure. This program has a role in meiosis, in which a marked decrease in the levels of Ded1p is accompanied by the activation of the alternative translation initiation sites that are seen when the activity of Ded1p is repressed. Our observations indicate that Ded1p affects translation initiation by controlling the use of near-cognate initiation codons that are proximal to mRNA structure in 5' untranslated regions.


Assuntos
Regiões 5' não Traduzidas/genética , Códon de Iniciação/genética , RNA Helicases DEAD-box/metabolismo , Iniciação Traducional da Cadeia Peptídica/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/enzimologia , Saccharomyces cerevisiae/genética , Reagentes de Ligações Cruzadas/química , Subunidades Ribossômicas Menores de Eucariotos/química , Subunidades Ribossômicas Menores de Eucariotos/metabolismo
6.
Ophthalmology ; 130(4): 387-393, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36332841

RESUMO

PURPOSE: To evaluate the completeness of conflict-of-interest self-reporting by ophthalmology researchers and to assess factors associated with self-reporting. DESIGN: Cross-sectional observational study. PARTICIPANTS: We evaluated articles published between January and June 2017 in Ophthalmology, JAMA Ophthalmology, the American Journal of Ophthalmology, and Investigative Ophthalmology and Visual Science. To assess more accurately the cases in which an author published multiple articles, we defined a unit of analysis, authorship, for which each author of each article is a unique data point. To enable comparison with the Open Payments Database (OPD), we only included United States physician authorships. METHODS: For each authorship, we defined self-reported relationships as the companies listed in the article's conflict-of-interest disclosures. Based on journal policies, we defined OPD-reported relationships as the list of companies that reported payments to the author within 36 months before submission. MAIN OUTCOME MEASURES: For each authorship, we assessed the proportion of OPD-reported relationships that were self-reported. The primary measurement was the proportion of authorships reporting none of their OPD-reported relationships. RESULTS: Of the 660 total authorships (486 unique authors), 413 authorships (63%) reported none of their OPD-reported relationships, 112 (17%) reported some of them, 9 (1%) reported all of them, and 126 (19%) had 0 relationships. The proportion of authorships reporting none of their relationships did not differ significantly between journals that required reporting of all relationships compared with journals that required reporting only of relevant relationships (adjusted percentage, 61.4% vs. 64.3%; P = 0.46). Authorships with more dollars received during the reporting period showed higher rates of self-reporting (P < 0.001). CONCLUSIONS: Even among journals that required complete reporting, self-reporting was low compared with an industry-maintained database of financial relationships. Deficiencies in reporting may undermine confidence in self-reporting and may compromise the transparency that is needed to interpret research results fairly. FINANCIAL DISCLOSURE(S): Proprietary or commercial disclosure may be found after the references.


Assuntos
Conflito de Interesses , Oftalmologia , Humanos , Estados Unidos , Estudos Transversais , Revelação , Bases de Dados Factuais , Autoria
7.
Ann Intern Med ; 175(10): 1452-1461, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36215708

RESUMO

Colorectal cancer (CRC) is the third leading cause of cancer death for men and women in the United States, with an estimated 52 580 people expected to die in 2022. Most frequently, CRC is diagnosed among persons aged 65 to 74 years. However, among persons younger than 50 years, incidence rates have been increasing since the mid-1990s. In 2021, partially because of the rising incidence, the U.S. Preventive Services Task Force (USPSTF) recommended CRC screening for adults aged 45 to 49 years (Grade B recommendation). Options for CRC screening include stool-based and direct visualization tests. The USPSTF did not recommend a specific screening test; rather, its guidance was to select a test after a discussion with the patient. Here, a primary care physician and a gastroenterologist discuss the recommendation to begin CRC screening at age 45, review options for CRC screening, and discuss how to choose among the available options.


Assuntos
Neoplasias Colorretais , Visitas de Preceptoria , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias Colorretais/diagnóstico , Detecção Precoce de Câncer , Fezes , Programas de Rastreamento , Serviços Preventivos de Saúde , Estados Unidos
8.
J Natl Compr Canc Netw ; 20(2): 160-166, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35130494

RESUMO

BACKGROUND: Most safety and efficacy trials of the SARS-CoV-2 vaccines excluded patients with cancer, yet these patients are more likely than healthy individuals to contract SARS-CoV-2 and more likely to become seriously ill after infection. Our objective was to record short-term adverse reactions to the COVID-19 vaccine in patients with cancer, to compare the magnitude and duration of these reactions with those of patients without cancer, and to determine whether adverse reactions are related to active cancer therapy. PATIENTS AND METHODS: A prospective, single-institution observational study was performed at an NCI-designated Comprehensive Cancer Center. All study participants received 2 doses of the Pfizer BNT162b2 vaccine separated by approximately 3 weeks. A report of adverse reactions to dose 1 of the vaccine was completed upon return to the clinic for dose 2. Participants completed an identical survey either online or by telephone 2 weeks after the second vaccine dose. RESULTS: The cohort of 1,753 patients included 67.5% who had a history of cancer and 12.0% who were receiving active cancer treatment. Local pain at the injection site was the most frequently reported symptom for all respondents and did not distinguish patients with cancer from those without cancer after either dose 1 (39.3% vs 43.9%; P=.07) or dose 2 (42.5% vs 40.3%; P=.45). Among patients with cancer, those receiving active treatment were less likely to report pain at the injection site after dose 1 compared with those not receiving active treatment (30.0% vs 41.4%; P=.002). The onset and duration of adverse events was otherwise unrelated to active cancer treatment. CONCLUSIONS: When patients with cancer were compared with those without cancer, few differences in reported adverse events were noted. Active cancer treatment had little impact on adverse event profiles.


Assuntos
COVID-19 , Neoplasias , Vacina BNT162 , Vacinas contra COVID-19 , Humanos , Neoplasias/tratamento farmacológico , Estudos Prospectivos , RNA Mensageiro , SARS-CoV-2
9.
Value Health ; 25(1): 36-46, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35031098

RESUMO

OBJECTIVES: The FACS, GILDA, and COLOFOL trials have cast doubt on the value of intensive extracolonic surveillance for resected nonmetastatic colorectal cancer and by extension metastasectomy. We reexamined this pessimistic interpretation. We evaluate an alternative explanation: insufficient power to detect a realistically sized survival benefit that may be clinically meaningful. METHODS: A microsimulation model of postdiagnosis colorectal cancer was constructed assuming an empirically plausible efficacy for metastasectomy and thus surveillance. The model was used to predict the large-sample mortality reduction expected for each trial and the implied statistical power. A potential recurrence imbalance in the FACS trial was investigated. Goodness of fit between model predictions and trial results were evaluated. Downstream life expectancy was estimated and power calculations performed for future trials evaluating surveillance and metastasectomy. RESULTS: For all 3 trials, the model predicted a mortality reduction of ≤5% and power of <10%. The FACS recurrence imbalance likely led to a large relative bias (>2.5) in the hazard ratio for overall survival favoring control. After adjustment, both COLOFOL and FACS results were consistent with model predictions (P>.5). A 2.6 (95% credible interval 0.5-5.1) and 3.6 (95% credible interval 0.8-7.0) month increase in life expectancy is predicted comparing intensive extracolonic surveillance-routine computed tomography scans and carcinoembryonic antigen assays-with 1 computed tomography scan at 12 months or no surveillance, respectively. An adequately sized surveillance trial is not feasible. A metastasectomy trial should randomize at least 200 to 300 patients. CONCLUSIONS: Recent trial results do not warrant de novo skepticism of metastasectomy nor targeted extracolonic surveillance. Given the potential for clinically meaningful life-expectancy gain and significant uncertainty, a trial of metastasectomy is needed.


Assuntos
Neoplasias Colorretais/terapia , Recidiva Local de Neoplasia/diagnóstico , Neoplasias Colorretais/diagnóstico , Humanos , Metastasectomia , Modelos de Riscos Proporcionais , Ensaios Clínicos Controlados Aleatórios como Assunto , Fatores de Tempo , Tomografia Computadorizada por Raios X
10.
Nucleic Acids Res ; 48(13): 7404-7420, 2020 07 27.
Artigo em Inglês | MEDLINE | ID: mdl-32501509

RESUMO

RNA interference (RNAi) is a gene-silencing pathway that can play roles in viral defense, transposon silencing, heterochromatin formation and post-transcriptional gene silencing. Although absent from Saccharomyces cerevisiae, RNAi is present in other budding-yeast species, including Naumovozyma castellii, which have an unusual Dicer and a conventional Argonaute that are both required for gene silencing. To identify other factors that act in the budding-yeast pathway, we performed an unbiased genetic selection. This selection identified Xrn1p, the cytoplasmic 5'-to-3' exoribonuclease, as a cofactor of RNAi in budding yeast. Deletion of XRN1 impaired gene silencing in N. castellii, and this impaired silencing was attributable to multiple functions of Xrn1p, including affecting the composition of siRNA species in the cell, influencing the efficiency of siRNA loading into Argonaute, degradation of cleaved passenger strand and degradation of sliced target RNA.


Assuntos
Exorribonucleases/genética , Proteínas Fúngicas/genética , Regulação Fúngica da Expressão Gênica , Inativação Gênica , Proteínas Argonautas/metabolismo , Clonagem Molecular , Exorribonucleases/metabolismo , Proteínas Fúngicas/metabolismo , Saccharomyces/genética
11.
Orbit ; 40(3): 206-214, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32326785

RESUMO

Purpose: To determine the clinical course of patients with chorioretinal folds (CRF) in thyroid eye disease (TED).Methods: A multi-center retrospective case series of patients with TED who developed CRF.Results: Ten patients (17 eyes) with CRF related to TED were identified. The mean age of presentation was 59.3 ± 8.3 years old. The majority of patients were male (70%), hyperthyroid (70%), hyperopic (53%), had a history of radioactive iodine (60%), and currently on methimazole treatment (30%). Three patients (3 eyes) had unilateral involvement of CRF with bilateral TED. The average clinical activity score was 3.6 ± 2.1 at the time of presentation. The most commonly enlarged extraocular muscles were medial (76%), inferior (64%), superior (64%) and lateral rectus (35%). Compressive optic neuropathy was seen in 47% of eyes. Treatment included oral prednisone (70%), orbital decompression (59%), thyroidectomy (20%) and tocilizumab (10%). The CRF did not resolve over a follow up period of 24.7 ± 23.7 months in 70% of eyes. There was no significant difference in average axial length (25.7 ± 4.9 mm) and optic nerve to optic strut distance (37.8 ± 3.9 mm) between patients with CRF and the eight age-and sex-matched TED control patients without CRF (p = 0.81 and 0.65 respectively). A univariable and multivariable analysis found an enlarged inferior rectus as a factor in TED patients with persistent CRF.Conclusions: CRF are often an indicator of visually threatening situations and often do not resolve despite treatment of TED.


Assuntos
Oftalmopatia de Graves , Neoplasias da Glândula Tireoide , Idoso , Feminino , Oftalmopatia de Graves/diagnóstico , Oftalmopatia de Graves/tratamento farmacológico , Humanos , Radioisótopos do Iodo , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
13.
RNA ; 24(2): 251-257, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29101277

RESUMO

Changes in the 5' leader of an mRNA can have profound effects on its translational efficiency with little effect on abundance. Sequencing-based methods to accurately map the 5' leader by identifying the first transcribed nucleotide rely on enzymatic removal of the 5' eukaryotic cap structure by tobacco acid pyrophosphatase (TAP). However, commercial TAP production has been problematic and has now been discontinued. RppH, a bacterial enzyme that can also cleave the 5' cap, and Cap-Clip, a plant-derived enzyme, have been marketed as TAP replacements. We have engineered a Schizosaccharomyces pombe Edc1-fused Dcp1-Dcp2 decapping enzyme that functions as a superior TAP replacement. It can be purified from E. coli overexpression in high yields using standard biochemical methods. This constitutively active enzyme is four orders of magnitude more catalytically efficient than RppH at 5' cap removal, compares favorably to Cap-Clip, and the 5' monophosphorylated RNA product is suitable for standard RNA cloning methods. This engineered enzyme is a better replacement for TAP treatment than the current marketed use of RppH and can be produced cost-effectively in a general laboratory setting, unlike Cap-Clip.


Assuntos
Proteínas de Schizosaccharomyces pombe/genética , Proteínas de Schizosaccharomyces pombe/metabolismo , Sítio de Iniciação de Transcrição , Regiões 5' não Traduzidas , Clonagem Molecular , Escherichia coli/genética , Engenharia de Proteínas , Capuzes de RNA/metabolismo , Proteínas de Ligação a RNA/genética , Proteínas Recombinantes de Fusão/metabolismo
14.
Clin Genet ; 98(5): 486-492, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32729136

RESUMO

Ocular coloboma is caused by failure of optic fissure closure during development and recognized as part of the microphthalmia, anophthalmia, and coloboma (MAC) spectrum. While many genes are known to cause colobomatous microphthalmia, relatively few have been reported in coloboma with normal eye size. Genetic analysis including trio exome sequencing and Sanger sequencing was undertaken in a family with two siblings affected with bilateral coloboma of the iris, retina, and choroid. Pathogenic variants in MAC genes were excluded. Trio analysis identified compound heterozygous donor splice site variants in CDON, a cell-surface receptor known to function in the Sonic Hedgehog pathway, c.928 + 1G > A and c.2650 + 1G > T, in both affected individuals. Heterozygous missense and truncating CDON variants are associated with dominant holoprosencephaly (HPE) with incomplete penetrance and Cdon-/- mice display variable HPE and coloboma. A homozygous nonsense allele of uncertain significance was recently identified in a consanguineous patient with coloboma and a second molecular diagnosis. We report the first compound heterozygous variants in CDON as a cause of isolated coloboma. CDON is the first HPE gene identified to cause recessive coloboma. Given the phenotypic overlap, further examination of HPE genes in coloboma is indicated.


Assuntos
Moléculas de Adesão Celular/genética , Coloboma/genética , Holoprosencefalia/genética , Proteínas Supressoras de Tumor/genética , Adolescente , Animais , Coloboma/diagnóstico , Coloboma/diagnóstico por imagem , Coloboma/patologia , Olho/metabolismo , Olho/patologia , Feminino , Heterozigoto , Holoprosencefalia/diagnóstico , Holoprosencefalia/diagnóstico por imagem , Holoprosencefalia/patologia , Humanos , Masculino , Camundongos , Mutação/genética , Processamento de Proteína/genética , Splicing de RNA/genética , Sequenciamento do Exoma , Adulto Jovem
17.
Gastroenterology ; 154(4): 927-934.e4, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29174927

RESUMO

BACKGROUND & AIMS: Recommendations for surveillance after curative surgery for colorectal cancer (CRC) include a 1-year post-resection abdominal-pelvic computed tomography (CT) scan and optical colonoscopy (OC). CT colonography (CTC), when used in CRC screening, effectively identifies colorectal polyps ≥10 mm and cancers. We performed a prospective study to determine whether CTC, concurrent with CT, could substitute for OC in CRC surveillance. METHODS: Our study enrolled 231 patients with resected stage 0-III CRC, identified at 5 tertiary care academic centers. Approximately 1 year after surgery, participants underwent outpatient CTC plus CT, followed by same-day OC. CTC results were revealed after endoscopic visualization of sequential colonic segments, which were re-examined for discordant findings. The primary outcome was performance of CTC in the detection of colorectal adenomas and cancers using endoscopy as the reference standard. RESULTS: Of the 231 participants, 116 (50.2%) had polyps of any size or histology identified by OC, and 15.6% had conventional adenomas and/or serrated polyps ≥6 mm. No intra-luminal cancers were detected. CTC detected patients with polyps of ≥6 mm with 44.0% sensitivity (95% CI, 30.2-57.8) and 93.4% specificity (95% CI, 89.7-97.0). CTC detected polyps ≥10 mm with 76.9% sensitivity (95% CI, 54.0-99.8) and 89.0% specificity (95% CI, 84.8-93.1). Similar values were found when only adenomatous polyps were considered. The negative predictive value of CTC for adenomas ≥6 mm was 90.7% (95% CI, 86.7-94.5) and for adenomas ≥10 mm the negative predictive value was 98.6% (95% CI, 97.0-100). CONCLUSIONS: In a CRC surveillance population 1 year following resection, CTC was inferior to OC for detecting patients with polyps ≥6 mm. Clinical Trials.gov Registration Number: NCT02143115.


Assuntos
Pólipos Adenomatosos/diagnóstico por imagem , Pólipos Adenomatosos/patologia , Pólipos do Colo/diagnóstico por imagem , Pólipos do Colo/patologia , Colonografia Tomográfica Computadorizada , Colonoscopia , Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/patologia , Pólipos Adenomatosos/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Colectomia , Pólipos do Colo/cirurgia , Neoplasias Colorretais/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cuidados Pós-Operatórios , Valor Preditivo dos Testes , Estudos Prospectivos , Reprodutibilidade dos Testes , Centros de Atenção Terciária , Fatores de Tempo , Resultado do Tratamento , Carga Tumoral , Estados Unidos
18.
Cancer Causes Control ; 30(11): 1269-1273, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31531798

RESUMO

PURPOSE: Post-operative surveillance strategies for colorectal cancer (CRC) include periodic optical colonoscopy (OC) and abdominal-pelvic CT scan. Adherence with these recommendations is limited. For CRC screening, CT colonography (CTC) identifies larger adenomas and cancers nearly as well as OC. Most screening studies demonstrate that patients prefer CTC. However, CTC has never been compared to OC in the post-operative surveillance setting. METHODS: We hypothesized that CTC might represent an attractive substitute for the standard OC/CT scan combination. Here, 223 patients underwent CTC followed by same day OC 1 year after curative CRC resection. RESULTS: Of the 144/223 (64.6%) participants with a preference, 65.9% (95/144) preferred OC. This preference was more pronounced in women and in patients with polyps detected. No additional patient level factors significantly altered this primary result. CONCLUSIONS: In contrast to CRC screening, this first study in CRC post-operative surveillance patients demonstrates a preference for OC. Assuming patient preference is an important determinant, introduction of CTC as a method to increase patient adherence with CRC surveillance is unlikely to be effective. TRIAL REGISTRATION: Clinical Trials.gov registration number: NCT02143115.


Assuntos
Colonografia Tomográfica Computadorizada , Colonoscopia , Neoplasias Colorretais/diagnóstico , Preferência do Paciente , Adulto , Idoso , Neoplasias Colorretais/cirurgia , Detecção Precoce de Câncer/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Período Pós-Operatório
19.
BMC Cancer ; 19(1): 832, 2019 Aug 23.
Artigo em Inglês | MEDLINE | ID: mdl-31443703

RESUMO

BACKGROUND: Blood-based methods using cell-free DNA (cfDNA) are under development as an alternative to existing screening tests. However, early-stage detection of cancer using tumor-derived cfDNA has proven challenging because of the small proportion of cfDNA derived from tumor tissue in early-stage disease. A machine learning approach to discover signatures in cfDNA, potentially reflective of both tumor and non-tumor contributions, may represent a promising direction for the early detection of cancer. METHODS: Whole-genome sequencing was performed on cfDNA extracted from plasma samples (N = 546 colorectal cancer and 271 non-cancer controls). Reads aligning to protein-coding gene bodies were extracted, and read counts were normalized. cfDNA tumor fraction was estimated using IchorCNA. Machine learning models were trained using k-fold cross-validation and confounder-based cross-validations to assess generalization performance. RESULTS: In a colorectal cancer cohort heavily weighted towards early-stage cancer (80% stage I/II), we achieved a mean AUC of 0.92 (95% CI 0.91-0.93) with a mean sensitivity of 85% (95% CI 83-86%) at 85% specificity. Sensitivity generally increased with tumor stage and increasing tumor fraction. Stratification by age, sequencing batch, and institution demonstrated the impact of these confounders and provided a more accurate assessment of generalization performance. CONCLUSIONS: A machine learning approach using cfDNA achieved high sensitivity and specificity in a large, predominantly early-stage, colorectal cancer cohort. The possibility of systematic technical and institution-specific biases warrants similar confounder analyses in other studies. Prospective validation of this machine learning method and evaluation of a multi-analyte approach are underway.


Assuntos
Biomarcadores Tumorais , DNA Tumoral Circulante , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Genoma Humano , Genômica , Aprendizado de Máquina , Idoso , Idoso de 80 Anos ou mais , Neoplasias Colorretais/sangue , Biologia Computacional/métodos , Feminino , Perfilação da Expressão Gênica , Genômica/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Curva ROC , Reprodutibilidade dos Testes , Transcriptoma
20.
Ophthalmic Plast Reconstr Surg ; 35(1): 71-76, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30059391

RESUMO

PURPOSE: The centenarian population is growing and ophthalmic plastic surgeons are providing care to an increasing number of elderly patients. Outcomes of centenarians have not been previously studied in the ophthalmic plastic surgery literature. The goal of the current review was to examine the baseline characteristics, surgical problems, and outcomes of this select group of patients. METHODS: A retrospective chart review was performed. Patients who underwent ophthalmic plastic surgery at age 100 or older between January 2000 and June 2016 by a member of the New England Oculoplastics Society were included in the study. RESULTS: Fifteen patients met inclusion criteria. The majority (66%) were female. More than half (60%) presented with a surgical problem of an urgent nature. Most disorders involved the lacrimal system or eyelids, and many were the result of trauma or infection. There were no cases of orbital tumor or thyroid eye disease. There were no surgical or anesthesia-related complications. Most patients (80%) had no documented history of dementia, and only 1 was diabetic. Notably, 33% of patients presented with no light perception vision in at least 1 eye. CONCLUSIONS: Ophthalmic plastic surgery can be performed safely in select patients 100 years of age and older. Formal prospective studies are needed to improve surgical care in this group.


Assuntos
Oftalmopatias/cirurgia , Procedimentos Cirúrgicos Oftalmológicos/métodos , Procedimentos de Cirurgia Plástica/métodos , Melhoria de Qualidade , Fatores Etários , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Estudos Prospectivos , Resultado do Tratamento , Estados Unidos
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