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1.
J Infect Dis ; 227(9): 1084-1087, 2023 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-36221256

RESUMO

During the 2022 monkeypox (MPX) outbreak, testing has been limited and results delayed, allowing ongoing transmission. Gold-standard quantitative polymerase chain reaction (qPCR) diagnostics are difficult to obtain. This research adapted the June 2022 CDC MPX qPCR assay for broad implementation. Validated using MPX stocks in a matrix with multiple sample types, MPX was detected with cycle threshold (Ct) values 17.46-35.59 and titer equivalents 8.01 × 106 to 2.45 × 100 plaque-forming unit (PFU)/mL. The detection limit was 3.59 PFU/mL. Sensitivity and specificity were both 100%. This qPCR assay can be quickly and broadly implemented in research and public health laboratories to increase diagnostic capacity amid the growing MPX outbreak.


Assuntos
Testes Diagnósticos de Rotina , Mpox , Reação em Cadeia da Polimerase , Humanos , Mpox/diagnóstico , Monkeypox virus/genética , Sensibilidade e Especificidade , Testes Diagnósticos de Rotina/métodos , Reprodutibilidade dos Testes
2.
Transfusion ; 61(3): 692-698, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33215718

RESUMO

BACKGROUND: Blood suppliers and transfusion services have worked diligently to maintain an adequate blood supply during the COVID-19 pandemic. Our experience has shown that some COVID-19 inpatients require transfusion support; understanding this need is critical to blood product inventory management. STUDY DESIGN AND METHODS: Hospital-wide and COVID-19 specific inpatient blood product utilization data were collected retrospectively for our network's two tertiary academic medical centers over a 9-week period (March 1, 2020-May 2, 2020), when most inpatients had COVID-19. Utilization data were merged with a COVID-19 patient database to investigate clinical demographic characteristics of transfused COVID-19 inpatients relative to non-transfused ones. RESULTS: Overall, 11 041 COVID-19 patients were admitted and 364 received blood product transfusions for an overall transfusion rate of 3.3%. COVID-19 patients received 1746 blood components in total, the majority of which were red blood cells. COVID-19 patients' weekly transfusion rate increased as the pandemic progressed, possibly reflecting their increased severity of illness. Transfusion was significantly associated with several indicators of severe disease, including mortality, intubation, thrombosis, longer hospital admission, lower hemoglobin and platelet nadirs, and longer prothrombin and activated partial thromboplastin times. As the pandemic progressed, institutional adherence to transfusion guidelines improved for RBC transfusions compared to prior year trends but did not improve for platelets or plasma. CONCLUSION: There is a need to closely monitor the blood product inventory and demand throughout the COVID-19 pandemic as patients' transfusion needs may increase over time. Daily or weekly trending of patients' clinical status and laboratory values may assist blood banks in inventory management.


Assuntos
Transfusão de Componentes Sanguíneos/tendências , COVID-19/terapia , Utilização de Instalações e Serviços/tendências , Adulto , Idoso , Idoso de 80 Anos ou mais , COVID-19/diagnóstico , COVID-19/epidemiologia , Teste para COVID-19 , Estado Terminal , Feminino , Hospitalização , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Avaliação das Necessidades , Cidade de Nova Iorque/epidemiologia , Pandemias , Estudos Retrospectivos , Índice de Gravidade de Doença
3.
J Clin Microbiol ; 58(8)2020 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-32513858

RESUMO

Molecular testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the gold standard for diagnosis of coronavirus disease 2019 (COVID-19), but the clinical performance of these tests is still poorly understood, particularly with regard to disease course, patient-specific factors, and viral shedding. From 10 March to 1 May 2020, NewYork-Presbyterian laboratories performed 27,377 SARS-CoV-2 molecular assays from 22,338 patients. Repeat testing was performed for 3,432 patients, of which 2,413 had initial negative and 802 had initial positive results. Repeat-tested patients were more likely to have severe disease and low viral loads. The negative predictive value of the first-day result among repeat-tested patients was 81.3% The clinical sensitivity of SARS-CoV-2 molecular assays was estimated between 58% and 96%, depending on the unknown number of false-negative results in single-tested patients. Conversion to negative was unlikely to occur before 15 to 20 days after initial testing or 20 to 30 days after the onset of symptoms, with 50% conversion occurring at 28 days after initial testing. Conversion from first-day negative to positive results increased linearly with each day of testing, reaching 25% probability in 20 days. Sixty patients fluctuated between positive and negative results over several weeks, suggesting that caution is needed when single-test results are acted upon. In summary, our study provides estimates of the clinical performance of SARS-CoV-2 molecular assays and suggests time frames for appropriate repeat testing, namely, 15 to 20 days after a positive test and the same day or next 2 days after a negative test for patients with high suspicion for COVID-19.


Assuntos
Betacoronavirus/isolamento & purificação , Técnicas de Laboratório Clínico/métodos , Infecções por Coronavirus/diagnóstico , Testes Diagnósticos de Rotina/métodos , Pneumonia Viral/diagnóstico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Betacoronavirus/genética , COVID-19 , Teste para COVID-19 , Criança , Pré-Escolar , Infecções por Coronavirus/patologia , Infecções por Coronavirus/virologia , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , New York , Pandemias , Pneumonia Viral/patologia , Pneumonia Viral/virologia , Valor Preditivo dos Testes , SARS-CoV-2 , Sensibilidade e Especificidade , Carga Viral , Adulto Jovem
4.
Int J Cancer ; 145(10): 2754-2766, 2019 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-31001805

RESUMO

The main risk factor for esophageal dysplasia and adenocarcinoma (DAC) is Barrett's esophagus (BE), characterized by intestinal metaplasia. The critical genomic mechanisms that lead to progression of nondysplastic BE to DAC remain poorly understood and require analyses of longitudinal patient cohorts and high-resolution assays. We tested BE tissues from 74 patients, including 42 nonprogressors from two separate groups of 21 patients each and 32 progressors (16 in a longitudinal cohort before DAC/preprogression-BE and 16 with temporally concurrent but spatially separate DAC/concurrent-BE). We interrogated genome-wide somatic copy number alterations (SCNAs) at the exon level with high-resolution SNP arrays in DNA from formalin-fixed samples histologically confirmed as nondysplastic BE. The most frequent abnormalities were SCNAs involving FHIT exon 5, CDKN2A/B or both in 88% longitudinal BE progressors to DAC vs. 24% in both nonprogressor groups (p = 0.0004). Deletions in other genomic regions were found in 56% of preprogression-BE but only in one nonprogressor-BE (p = 0.0004). SCNAs involving FHIT exon 5 and CDKN2A/B were also frequently detected in BE temporally concurrent with DAC. TP53 losses were detected in concurrent-BE but not earlier in preprogression-BE tissues of patients who developed DAC. CDKN2A/p16 immunohistochemistry showed significant loss of expression in BE of progressors vs. nonprogressors, supporting the genomic data. Our data suggest a role for CDKN2A/B and FHIT in early progression of BE to dysplasia and adenocarcinoma that warrants future mechanistic research. Alterations in CDKN2A/B and FHIT by high-resolution assays may serve as biomarkers of increased risk of progression to DAC when detected in BE tissues.


Assuntos
Adenocarcinoma/patologia , Esôfago de Barrett/genética , Biomarcadores Tumorais/genética , Mucosa Esofágica/patologia , Neoplasias Esofágicas/patologia , Lesões Pré-Cancerosas/genética , Hidrolases Anidrido Ácido/genética , Adulto , Idoso , Esôfago de Barrett/patologia , Inibidor de Quinase Dependente de Ciclina p15/genética , Inibidor p16 de Quinase Dependente de Ciclina/genética , Variações do Número de Cópias de DNA , Progressão da Doença , Éxons/genética , Feminino , Humanos , Hibridização in Situ Fluorescente , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/genética , Polimorfismo de Nucleotídeo Único , Lesões Pré-Cancerosas/patologia , Proteína Supressora de Tumor p53/genética
5.
J Biomed Inform ; 85: 21-29, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30036675

RESUMO

Most laboratory results are valid for only a certain time period (laboratory tests shelf-life), after which they are outdated and the test needs to be re-administered. Currently, laboratory test shelf-lives are not centrally available anywhere but the implicit knowledge of doctors. In this work we propose an automated method to learn laboratory test-specific shelf-life by identifying prevalent laboratory test order patterns in electronic health records. The resulting shelf-lives performed well in the evaluation of internal validity, clinical interpretability, and external validity.


Assuntos
Técnicas de Laboratório Clínico/estatística & dados numéricos , Glicemia/análise , Técnicas de Laboratório Clínico/normas , Biologia Computacional , Registros Eletrônicos de Saúde/estatística & dados numéricos , Humanos , Estudos Longitudinais , Modelos Estatísticos , Fenótipo , Reprodutibilidade dos Testes , Fatores de Tempo
6.
Mod Pathol ; 29(2): 182-93, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26769141

RESUMO

Gastric cancers are the most frequent gastric malignancy and usually arise in the sequence of Helicobacter pylori-associated chronic gastritis. CpG methylation is a central mechanism of epigenetic gene regulation affecting cancer-related genes, and occurs early in gastric carcinogenesis. DNA samples from non-metaplastic gastric mucosa with variable levels of gastritis (non-metaplastic mucosa), intestinal metaplasia, or gastric cancer were screened with methylation arrays for CpG methylation of cancer-related genes and 30 gene targets were further characterized by high-definition bisulfite next-generation sequencing. In addition, data from The Cancer Genome Atlas were analyzed for correlation of methylation with gene expression. Overall, 13 genes had significantly increased CpG methylation in gastric cancer vs non-metaplastic mucosa (BRINP1, CDH11, CHFR, EPHA5, EPHA7, FGF2, FLI1, GALR1, HS3ST2, PDGFRA, SEZ6L, SGCE, and SNRPN). Further, most of these genes had corresponding reduced expression levels in gastric cancer compared with intestinal metaplasia, including novel hypermethylated genes in gastric cancer (FLI1, GALR1, SGCE, and SNRPN), suggesting that they may regulate neoplastic transformation from non-malignant intestinal metaplasia to cancer. Our data suggest a tumor-suppressor role for FLI1 in gastric cancer, consistent with recently reported data in breast cancer. For the genes with strongest methylation/expression correlation, namely FLI1, the expression was lowest in microsatellite-unstable tumors compared with other gastric cancer molecular subtypes. Importantly, reduced expression of hypermethylated BRINP1 and SGCE was significantly associated with favorable survival in gastric cancer. In summary, we report novel methylation gene targets that may have functional roles in discrete stages of gastric carcinogenesis and may serve as biomarkers for diagnosis and prognosis of gastric cancer.


Assuntos
Adenocarcinoma/genética , Biomarcadores Tumorais/genética , Transformação Celular Neoplásica/genética , Ilhas de CpG , Metilação de DNA , Epigênese Genética , Mucosa Gástrica/química , Sequenciamento de Nucleotídeos em Larga Escala , Análise de Sequência de DNA/métodos , Neoplasias Gástricas/genética , Adenocarcinoma/patologia , Adenocarcinoma/cirurgia , Transformação Celular Neoplásica/patologia , Biologia Computacional , Bases de Dados Genéticas , Progressão da Doença , Gastrectomia , Mucosa Gástrica/patologia , Mucosa Gástrica/cirurgia , Gastrite/genética , Gastrite/patologia , Predisposição Genética para Doença , Humanos , Metaplasia , Fenótipo , Valor Preditivo dos Testes , Prognóstico , Neoplasias Gástricas/patologia , Neoplasias Gástricas/cirurgia
7.
Exp Mol Pathol ; 99(3): 468-73, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26325218

RESUMO

UNLABELLED: Gastric hyperplastic polyps (GHP) are the most common type of polyps occurring in the stomach. Although GHP are broadly interpreted as benign lesions, they may progress to dysplasia and adenocarcinoma. OBJECTIVE: In this study, we aimed to identify genomic mutations that characterize and may drive malignant transformation in GHP by using next-generation sequencing. Eight GHP (2 with dysplasia, 1 indefinite for dysplasia and 5 without dysplasia) were studied. Only large polyps (>1cm) with gastric differentiation were included in this study, while adenomatous polyps (intestinal-type) were excluded. Immunohistochemistry for MUC2, MUC5A, MUC6, CDX2, p53, and Ki67 was performed. DNA was extracted from formalin-fixed paraffin-embedded sections and sequenced for the detection of somatic mutations. Multiplex sequencing was done with the TrueSeq Amplicon Cancer Panel in the MiSeq platform. Variant annotation and visualization were performed using NextGENe (SoftGenetics) software. No pathogenic mutations were detected in GHP without dysplasia. TP53 gene mutations were the most common alteration in dysplastic GHP (2 of 2 dysplastic cases). PIK3CA mutation was identified in a GHP with pyloric-type dysplasia, whereas foveolar-type dysplasia carried TP53 mutations. In conclusion, TP53 gene mutations are a common alteration in the early dysplastic stage during malignant transformation of GHP. GHP with dysplasia may show dual differentiation. In our study, pyloric-type dysplasia was associated with a PIK3CA alteration whereas foveolar dysplasia carried TP53 mutations. The identification of carcinoma-associated mutations in large GHP provides additional evidence of their neoplastic potential and emphasizes the need for their complete resection and follow-up.


Assuntos
Pólipos Adenomatosos/genética , Pólipos Adenomatosos/patologia , Sequenciamento de Nucleotídeos em Larga Escala , Neoplasias Gástricas/genética , Neoplasias Gástricas/patologia , Adenocarcinoma/diagnóstico , Adenocarcinoma/genética , Adenocarcinoma/patologia , Pólipos Adenomatosos/diagnóstico , Idoso , Idoso de 80 Anos ou mais , Transformação Celular Neoplásica/genética , Análise Mutacional de DNA , Feminino , Humanos , Hiperplasia/genética , Masculino , Pessoa de Meia-Idade , Mutação , Neoplasias Gástricas/diagnóstico
8.
J Biomed Inform ; 51: 24-34, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24727481

RESUMO

Electronic health record (EHR) data show promise for deriving new ways of modeling human disease states. Although EHR researchers often use numerical values of laboratory tests as features in disease models, a great deal of information is contained in the context within which a laboratory test is taken. For example, the same numerical value of a creatinine test has different interpretation for a chronic kidney disease patient and a patient with acute kidney injury. We study whether EHR research studies are subject to biased results and interpretations if laboratory measurements taken in different contexts are not explicitly separated. We show that the context of a laboratory test measurement can often be captured by the way the test is measured through time. We perform three tasks to study the properties of these temporal measurement patterns. In the first task, we confirm that laboratory test measurement patterns provide additional information to the stand-alone numerical value. The second task identifies three measurement pattern motifs across a set of 70 laboratory tests performed for over 14,000 patients. Of these, one motif exhibits properties that can lead to biased research results. In the third task, we demonstrate the potential for biased results on a specific example. We conduct an association study of lipase test values to acute pancreatitis. We observe a diluted signal when using only a lipase value threshold, whereas the full association is recovered when properly accounting for lipase measurements in different contexts (leveraging the lipase measurement patterns to separate the contexts). Aggregating EHR data without separating distinct laboratory test measurement patterns can intermix patients with different diseases, leading to the confounding of signals in large-scale EHR analyses. This paper presents a methodology for leveraging measurement frequency to identify and reduce laboratory test biases.


Assuntos
Artefatos , Sistemas de Informação em Laboratório Clínico/estatística & dados numéricos , Interpretação Estatística de Dados , Mineração de Dados/métodos , Registros Eletrônicos de Saúde/classificação , Registros Eletrônicos de Saúde/estatística & dados numéricos , Reconhecimento Automatizado de Padrão/métodos , Sistemas de Informação em Laboratório Clínico/classificação , Fatores de Confusão Epidemiológicos , New York
9.
Cell Mol Gastroenterol Hepatol ; 17(5): 769-784, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38296052

RESUMO

BACKGROUND & AIMS: Barrett's esophagus is the precursor of esophageal dysplasia and esophageal adenocarcinoma. CDKN2A-p16 deletions were reported in 34%-74% of patients with Barrett's esophagus who progressed to dysplasia and esophageal adenocarcinoma, suggesting that p16 loss may drive neoplastic progression. KRAS activation frequently occurs in esophageal adenocarcinoma and precancer lesions. LGR5+ stem cells in the squamocolumnar-junction (SCJ) of mouse stomach contribute as Barrett's esophagus progenitors. We aimed to determine the functional effects of p16 loss and KRAS activation in Barrett's-like metaplasia and dysplasia development. METHODS: We established mouse models with conditional knockout of CDKN2A-p16 (p16KO) and/or activated KRASG12D expression targeting SCJ LGR5+ cells in interleukin 1b transgenic mice and characterized histologic alterations (mucous-gland hyperplasia/metaplasia, inflammation, and dysplasia) in mouse SCJ. Gene expression was determined by microarray, RNA sequencing, and immunohistochemistry of SCJ tissues and cultured 3-dimensional organoids. RESULTS: p16KO mice exhibited increased mucous-gland hyperplasia/metaplasia versus control mice (P = .0051). Combined p16KO+KRASG12D resulted in more frequent dysplasia and higher dysplasia scores (P = .0036), with 82% of p16KO+KRASG12D mice developing high-grade dysplasia. SCJ transcriptome analysis showed several activated pathways in p16KO versus control mice (apoptosis, tumor necrosis factor-α/nuclear factor-kB, proteasome degradation, p53 signaling, MAPK, KRAS, and G1-to-S transition). CONCLUSIONS: p16 deletion in LGR5+ cell precursors triggers increased SCJ mucous-gland hyperplasia/metaplasia. KRASG12D synergizes with p16 deletion resulting in higher grades of SCJ glandular dysplasia, mimicking Barrett's high-grade dysplasia. These genetically modified mouse models establish a functional role of p16 and activated KRAS in the progression of Barrett's-like lesions to dysplasia in mice, representing an in vivo model of esophageal adenocarcinoma precancer. Derived 3-dimensional organoid models further provide in vitro modeling opportunities of esophageal precancer stages.


Assuntos
Adenocarcinoma , Esôfago de Barrett , Neoplasias Esofágicas , Lesões Pré-Cancerosas , Humanos , Camundongos , Animais , Esôfago de Barrett/genética , Esôfago de Barrett/patologia , Proteínas Proto-Oncogênicas p21(ras)/genética , Proteínas Proto-Oncogênicas p21(ras)/metabolismo , Hiperplasia , Lesões Pré-Cancerosas/patologia , Adenocarcinoma/patologia , Metaplasia/genética , Inibidor p16 de Quinase Dependente de Ciclina/genética , Inibidor p16 de Quinase Dependente de Ciclina/metabolismo
10.
Open Forum Infect Dis ; 8(2): ofab003, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33604401

RESUMO

BACKGROUND: The relationship between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viral load and patient symptom duration in both in- and outpatients, and the impact of these factors on patient outcomes, are currently unknown. Understanding these associations is important to clinicians caring for patients with coronavirus disease 2019 (COVID-19). METHODS: We conducted an observational study between March 10 and May 30, 2020 at a large quaternary academic medical center in New York City. Patient characteristics, laboratory values, and clinical outcomes were abstracted from the electronic medical records. Of all patients tested for SARS-CoV-2 during this time (N = 16 384), there were 5467 patients with positive tests, 4254 of which had available cycle threshold (Ct) values and were included in further analysis. Univariable and multivariable logistic regression models were used to test associations between Ct values, duration of symptoms before testing, patient characteristics, and mortality. The primary outcome is defined as death or discharge to hospice. RESULTS: Lower Ct values at diagnosis (ie, higher viral load) were associated with significantly higher mortality among both in- and outpatients. It is interesting to note that patients with a shorter time since the onset of symptoms to testing had a worse prognosis, with those presenting less than 3 days from symptom onset having 2-fold increased odds of death. After adjusting for time since symptom onset and other clinical covariates, Ct values remained a strong predictor of mortality. CONCLUSIONS: Severe acute respiratory syndrome coronavirus 2 reverse-transcription polymerase chain reaction Ct value and duration of symptoms are strongly associated with mortality. These 2 factors add useful information for clinicians to risk stratify patients presenting with COVID-19.

11.
PLoS One ; 16(11): e0257979, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34797838

RESUMO

Public health interventions such as social distancing and mask wearing decrease the incidence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, but it is unclear whether they decrease the viral load of infected patients and whether changes in viral load impact mortality from coronavirus disease 2019 (COVID-19). We evaluated 6923 patients with COVID-19 at six New York City hospitals from March 15-May 14, 2020, corresponding with the implementation of public health interventions in March. We assessed changes in cycle threshold (CT) values from reverse transcription-polymerase chain reaction tests and in-hospital mortality and modeled the impact of viral load on mortality. Mean CT values increased between March and May, with the proportion of patients with high viral load decreasing from 47.7% to 7.8%. In-hospital mortality increased from 14.9% in March to 28.4% in early April, and then decreased to 8.7% by May. Patients with high viral loads had increased mortality compared to those with low viral loads (adjusted odds ratio 2.34). If viral load had not declined, an estimated 69 additional deaths would have occurred (5.8% higher mortality). SARS-CoV-2 viral load steadily declined among hospitalized patients in the setting of public health interventions, and this correlated with decreases in mortality.


Assuntos
COVID-19/virologia , Mortalidade Hospitalar/tendências , Carga Viral/estatística & dados numéricos , COVID-19/epidemiologia , COVID-19/mortalidade , Teste de Ácido Nucleico para COVID-19/estatística & dados numéricos , Feminino , Humanos , Masculino , New York , SARS-CoV-2/isolamento & purificação , SARS-CoV-2/patogenicidade
12.
Health Data Sci ; 2021: 7574903, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-36405356

RESUMO

Background: New York City (NYC) experienced an initial surge and gradual decline in the number of SARS-CoV-2-confirmed cases in 2020. A change in the pattern of laboratory test results in COVID-19 patients over this time has not been reported or correlated with patient outcome. Methods: We performed a retrospective study of routine laboratory and SARS-CoV-2 RT-PCR test results from 5,785 patients evaluated in a NYC hospital emergency department from March to June employing machine learning analysis. Results: A COVID-19 high-risk laboratory test result profile (COVID19-HRP), consisting of 21 routine blood tests, was identified to characterize the SARS-CoV-2 patients. Approximately half of the SARS-CoV-2 positive patients had the distinct COVID19-HRP that separated them from SARS-CoV-2 negative patients. SARS-CoV-2 patients with the COVID19-HRP had higher SARS-CoV-2 viral loads, determined by cycle threshold values from the RT-PCR, and poorer clinical outcome compared to other positive patients without the COVID12-HRP. Furthermore, the percentage of SARS-CoV-2 patients with the COVID19-HRP has significantly decreased from March/April to May/June. Notably, viral load in the SARS-CoV-2 patients declined, and their laboratory profile became less distinguishable from SARS-CoV-2 negative patients in the later phase. Conclusions: Our longitudinal analysis illustrates the temporal change of laboratory test result profile in SARS-CoV-2 patients and the COVID-19 evolvement in a US epicenter. This analysis could become an important tool in COVID-19 population disease severity tracking and prediction. In addition, this analysis may play an important role in prioritizing high-risk patients, assisting in patient triaging and optimizing the usage of resources.

13.
J Mol Diagn ; 22(1): 3-20, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31605800

RESUMO

Bioinformatics pipelines are essential in the analysis of genomic and transcriptomic data generated by next-generation sequencing (NGS). Recent guidelines emphasize the need for rigorous validation and assessment of robustness, reproducibility, and quality of NGS analytic pipelines intended for clinical use. Software tools written in the R statistical language and, in particular, the set of tools available in the Bioconductor repository are widely used in research bioinformatics; and these frameworks offer several advantages for use in clinical bioinformatics, including the breath of available tools, modular nature of software packages, ease of installation, enforcement of interoperability, version control, and short learning curve. This review provides an introduction to R and Bioconductor software, its advantages and limitations for clinical bioinformatics, and illustrative examples of tools that can be used in various steps of NGS analysis.


Assuntos
Biologia Computacional/métodos , Perfilação da Expressão Gênica/métodos , Genômica/métodos , Linguagens de Programação , Transcriptoma , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Reprodutibilidade dos Testes , Software , Fluxo de Trabalho
14.
Cancer Cell ; 38(5): 661-671.e2, 2020 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-32997958

RESUMO

Patients with cancer may be at increased risk of severe coronavirus disease 2019 (COVID-19), but the role of viral load on this risk is unknown. We measured SARS-CoV-2 viral load using cycle threshold (CT) values from reverse-transcription polymerase chain reaction assays applied to nasopharyngeal swab specimens in 100 patients with cancer and 2,914 without cancer who were admitted to three New York City hospitals. Overall, the in-hospital mortality rate was 38.8% among patients with a high viral load, 24.1% among patients with a medium viral load, and 15.3% among patients with a low viral load (p < 0.001). Similar findings were observed in patients with cancer (high, 45.2% mortality; medium, 28.0%; low, 12.1%; p = 0.008). Patients with hematologic malignancies had higher median viral loads (CT = 25.0) than patients without cancer (CT = 29.2; p = 0.0039). SARS-CoV-2 viral load results may offer vital prognostic information for patients with and without cancer who are hospitalized with COVID-19.


Assuntos
Betacoronavirus/isolamento & purificação , Infecções por Coronavirus/complicações , Hospitalização/estatística & dados numéricos , Neoplasias/mortalidade , Pneumonia Viral/complicações , Carga Viral , Idoso , Idoso de 80 Anos ou mais , COVID-19 , Estudos de Casos e Controles , Infecções por Coronavirus/transmissão , Infecções por Coronavirus/virologia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/epidemiologia , Neoplasias/virologia , New York/epidemiologia , Pandemias , Pneumonia Viral/transmissão , Pneumonia Viral/virologia , Prognóstico , Estudos Retrospectivos , SARS-CoV-2 , Taxa de Sobrevida
15.
Clin Cancer Res ; 26(8): 1905-1914, 2020 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-31911546

RESUMO

PURPOSE: Compared with their European American (EA) counterparts, African American (AA) women are more likely to die from breast cancer in the United States. This disparity is greatest in hormone receptor-positive subtypes. Here we uncover biological factors underlying this disparity by comparing functional expression and prognostic significance of master transcriptional regulators of luminal differentiation. EXPERIMENTAL DESIGN: Data and biospecimens from 262 AA and 293 EA patients diagnosed with breast cancer from 2001 to 2010 at a major medical center were analyzed by IHC for functional biomarkers of luminal differentiation, including estrogen receptor (ESR1) and its pioneer factors, FOXA1 and GATA3. Integrated comparison of protein levels with network-level gene expression analysis uncovered predictive correlations with race and survival. RESULTS: Univariate or multivariate HRs for overall survival, estimated from digital IHC scoring of nuclear antigen, show distinct differences in the magnitude and significance of these biomarkers to predict survival based on race: ESR1 [EA HR = 0.47; 95% confidence interval (CI), 0.31-0.72 and AA HR = 0.77; 95% CI, 0.48-1.18]; FOXA1 (EA HR = 0.38; 95% CI, 0.23-0.63 and AA HR = 0.53; 95% CI, 0.31-0.88), and GATA3 (EA HR = 0.36; 95% CI, 0.23-0.56; AA HR = 0.57; CI, 0.56-1.4). In addition, we identify genes in the downstream regulons of these biomarkers highly correlated with race and survival. CONCLUSIONS: Even within clinically homogeneous tumor groups, regulatory networks that drive mammary luminal differentiation reveal race-specific differences in their association with clinical outcome. Understanding these biomarkers and their downstream regulons will elucidate the intrinsic mechanisms that drive racial disparities in breast cancer survival.


Assuntos
População Negra/genética , Neoplasias da Mama/mortalidade , Receptor alfa de Estrogênio/metabolismo , Fator de Transcrição GATA3/metabolismo , Regulação Neoplásica da Expressão Gênica , Fator 3-alfa Nuclear de Hepatócito/metabolismo , População Branca/genética , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/etnologia , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Feminino , Disparidades nos Níveis de Saúde , Humanos , Imuno-Histoquímica/métodos , Pessoa de Meia-Idade , Taxa de Sobrevida , Estados Unidos
16.
Oncotarget ; 10(39): 3852-3864, 2019 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-31231464

RESUMO

Gastric adenocarcinoma (GC) is a leading cause of cancer-related deaths worldwide. The transcription factor gene Friend Leukemia Integration 1 (FLI1) is methylated and downregulated in human GC tissues. Using human GC samples, we determined which cells downregulate FLI1, when FLI1 downregulation occurs, if FLI1 downregulation correlates with clinical-pathologic characteristics, and whether FLI1 plays a role in invasion and/or proliferation of cultured cells. We analyzed stomach tissues from 98 patients [8 normal mucosa, 8 intestinal metaplasia (IM), 7 dysplasia, 91 GC] by immunohistochemistry for FLI1. Epithelial cells from normal, IM, and low-grade dysplasia (LGD) showed strong nuclear FLI1 staining. GC epithelial cells showed significantly less nuclear FLI1 staining as compared to normal epithelium, IM and LGD (P=1.2×10-5, P=1.4×10-6 and P=0.006, respectively). FLI1 expression did not correlate with tumor stage or differentiation, but was associated with patient survival, depending on tumor differentiation. We tested the functional role of FLI1 by assaying proliferation and invasion in cultured GC cells. Lentiviral-transduced FLI1 overexpression in GC AGS cells inhibited invasion by 73.5% (P = 0.001) and proliferation by 31.5% (P = 0.002), as compared to controls. Our results support a combined role for FLI1 as a suppressor of invasiveness and proliferation in gastric adenocarcinoma, specifically in the transition from pre-cancer lesions and dysplasia to invasive adenocarcinoma, and suggest that FLI1 may be a prognostic biomarker of survival in gastric cancers.

17.
Indian Heart J ; 59(2): 173-7, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-19122252

RESUMO

Initial studies showed that C-reactive protein (CRP) may have a role in the genesis of atherosclerotic lesions and as a novel biomarkers of patients at risk of developing coronary heart disease (CHD) events. Most of these studies had methodologic limitations, and recent data contradict these findings and suggest that inflammatory markers, such as CRP, have limited usefulness in the prediction of CHD events over and above conventional risk factors. Its low predictive value creates difficulty in interpreting the CRP data in an individual patient. Current scientific literature does not support measurement of CRP in individual patients in clinical medicine. In this review, we critically appraise role of CRP in cardiovascular medicine.


Assuntos
Proteína C-Reativa/análise , Doença da Artéria Coronariana/fisiopatologia , Inflamação/fisiopatologia , Biomarcadores , Doença da Artéria Coronariana/sangue , Humanos , Inflamação/sangue , Prognóstico , Medição de Risco , Fatores de Risco
19.
Arch Pathol Lab Med ; 139(6): 730-41, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26030242

RESUMO

UNLABELLED: CONTEXT : Colorectal cancer is a heterogeneous disease resulting from different molecular pathways of carcinogenesis. Recent data evaluating the histologic features and molecular basis of the serrated polyp-carcinoma pathway have significantly contributed to more comprehensive classifications of and treatment recommendations for these tumors. OBJECTIVE: To integrate the most recent molecular findings in the context of histologic classifications of serrated lesions and their implications in diagnostic pathology and colorectal cancer surveillance. DATA SOURCES: Published literature focused on serrated polyps and their association with colorectal cancer. CONCLUSIONS: Three types of serrated polyps are currently recognized: hyperplastic polyps, sessile serrated adenomas/polyps, and traditional serrated adenomas. The BRAF V600E mutation is one of the most frequent molecular abnormalities identified in hyperplastic polyps and sessile serrated adenomas. In contrast, in traditional serrated adenomas, either BRAF V600E or KRAS mutations can be frequently identified. CpG methylation has emerged as a critical molecular mechanism in the sessile serrated pathway. CpG methylation of MLH1 often leads to reduced or lost expression in dysplastic foci and carcinomas arising in sessile serrated adenomas/polyps.


Assuntos
Adenoma/genética , Pólipos do Colo/genética , Neoplasias Colorretais/genética , Patologia Molecular , Proteínas Adaptadoras de Transdução de Sinal/genética , Adenoma/patologia , Pólipos do Colo/patologia , Neoplasias Colorretais/patologia , Metilação de DNA , Humanos , Proteína 1 Homóloga a MutL , Mutação , Proteínas Nucleares/genética , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas p21(ras) , Proteínas ras/genética
20.
J Mol Diagn ; 17(4): 412-9, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26068095

RESUMO

Barrett's intestinal metaplasia (BIM) may harbor genomic mutations before the histologic appearance of dysplasia and cancer and requires frequent surveillance. We explored next-generation sequencing to detect mutations with the analytical sensitivity required to predict concurrent high-grade dysplasia (HGD) and esophageal adenocarcinoma (EAC) in patients with Barrett's esophagus by testing nonneoplastic BIM. Formalin-fixed, paraffin-embedded (FFPE) routine biopsy or endoscopic mucosal resection samples from 32 patients were tested: nonprogressors to HGD or EAC (BIM-NP) with BIM, who never had a diagnosis of dysplasia or EAC (N = 13); progressors to HGD or EAC (BIM-P) with BIM and a worse diagnosis of HGD or EAC (N = 15); and four BIM-negative samples. No mutations were detected in the BIM-NP (0 of 13) or BIM-negative samples, whereas the BIM-P samples had mutations in 6 (75%) of 8 cases in TP53, APC, and CDKN2A (P = 0.0005), detected in samples with as low as 20% BIM. We found that next-generation sequencing from routine FFPE nonneoplastic Barrett's esophagus samples can detect multiple mutations in minute areas of BIM with high analytical sensitivity. Next-generation sequencing panels for detection of TP53 and possibly combined mutations in other genes, such as APC and CDKN2A, may be useful in the clinical setting to improve dysplasia and cancer surveillance in patients with Barrett's esophagus.


Assuntos
Adenocarcinoma/diagnóstico , Esôfago de Barrett/diagnóstico , Esôfago/patologia , Formaldeído/química , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Mutação/genética , Inclusão em Parafina/métodos , Lesões Pré-Cancerosas/diagnóstico , Adenocarcinoma/genética , Idoso , Idoso de 80 Anos ou mais , Esôfago de Barrett/genética , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/genética , Endoscopia Gastrointestinal/métodos , Esôfago/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Mucosa/metabolismo , Mucosa/patologia , Lesões Pré-Cancerosas/genética
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