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1.
Proc Natl Acad Sci U S A ; 116(19): 9527-9532, 2019 05 07.
Artigo em Inglês | MEDLINE | ID: mdl-31019072

RESUMO

Zika virus (ZIKV) is a neurotropic and neurovirulent arbovirus that has severe detrimental impact on the developing human fetal brain. To date, little is known about the factors required for ZIKV infection of human neural cells. We identified ZIKV host genes in human pluripotent stem cell (hPSC)-derived neural progenitors (NPs) using a genome-wide CRISPR-Cas9 knockout screen. Mutations of host factors involved in heparan sulfation, endocytosis, endoplasmic reticulum processing, Golgi function, and interferon activity conferred resistance to infection with the Uganda strain of ZIKV and a more recent North American isolate. Host genes essential for ZIKV replication identified in human NPs also provided a low level of protection against ZIKV in isogenic human astrocytes. Our findings provide insights into host-dependent mechanisms for ZIKV infection in the highly vulnerable human NP cells and identify molecular targets for potential therapeutic intervention.


Assuntos
Sistemas CRISPR-Cas , Resistência à Doença/genética , Células-Tronco Neurais/virologia , Replicação Viral/genética , Infecção por Zika virus/genética , Zika virus/fisiologia , Astrócitos/metabolismo , Astrócitos/patologia , Astrócitos/virologia , Linhagem Celular , Feminino , Estudo de Associação Genômica Ampla , Humanos , Masculino , Células-Tronco Neurais/metabolismo , Células-Tronco Neurais/patologia , Infecção por Zika virus/metabolismo , Infecção por Zika virus/patologia
2.
Blood ; 120(11): 2214-24, 2012 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-22734070

RESUMO

Haploinsufficiency of ribosomal proteins (RPs) has been proposed to be the common basis for the anemia observed in Diamond-Blackfan anemia (DBA) and myelodysplastic syndrome with loss of chromosome 5q [del(5q) MDS]. We have modeled DBA and del(5q) MDS in zebrafish using antisense morpholinos to rps19 and rps14, respectively, and have demonstrated that, as in humans, haploinsufficient levels of these proteins lead to a profound anemia. To address the hypothesis that RP loss results in impaired mRNA translation, we treated Rps19 and Rps14-deficient embryos with the amino acid L-leucine, a known activator of mRNA translation. This resulted in a striking improvement of the anemia associated with RP loss. We confirmed our findings in primary human CD34⁺ cells, after shRNA knockdown of RPS19 and RPS14. Furthermore, we showed that loss of Rps19 or Rps14 activates the mTOR pathway, and this is accentuated by L-leucine in both Rps19 and Rps14 morphants. This effect could be abrogated by rapamycin suggesting that mTOR signaling may be responsible for the improvement in anemia associated with L-leucine. Our studies support the rationale for ongoing clinical trials of L-leucine as a therapeutic agent for DBA, and potentially for patients with del(5q) MDS.


Assuntos
Anemia de Diamond-Blackfan/tratamento farmacológico , Desenvolvimento Embrionário/efeitos dos fármacos , Leucina/uso terapêutico , Síndromes Mielodisplásicas/tratamento farmacológico , Transdução de Sinais/efeitos dos fármacos , Serina-Treonina Quinases TOR/metabolismo , Regulação para Cima/efeitos dos fármacos , Anemia de Diamond-Blackfan/sangue , Anemia de Diamond-Blackfan/embriologia , Anemia de Diamond-Blackfan/metabolismo , Anemia Macrocítica/tratamento farmacológico , Anemia Macrocítica/metabolismo , Animais , Animais Geneticamente Modificados , Células Cultivadas , Deleção Cromossômica , Cromossomos Humanos Par 5/metabolismo , Modelos Animais de Doenças , Embrião não Mamífero/efeitos dos fármacos , Hematínicos/farmacologia , Hematínicos/uso terapêutico , Hematopoese/efeitos dos fármacos , Células-Tronco Hematopoéticas/efeitos dos fármacos , Células-Tronco Hematopoéticas/imunologia , Células-Tronco Hematopoéticas/metabolismo , Células-Tronco Hematopoéticas/patologia , Humanos , Leucina/farmacologia , Síndromes Mielodisplásicas/embriologia , Síndromes Mielodisplásicas/genética , Síndromes Mielodisplásicas/metabolismo , RNA Interferente Pequeno , Proteínas Ribossômicas/antagonistas & inibidores , Serina-Treonina Quinases TOR/antagonistas & inibidores , Peixe-Zebra , Proteínas de Peixe-Zebra/antagonistas & inibidores
3.
bioRxiv ; 2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-36993393

RESUMO

HIV-1 Vpr promotes efficient spread of HIV-1 from macrophages to T cells by transcriptionally downmodulating restriction factors that target HIV-1 Envelope protein (Env). Here we find that Vpr induces broad transcriptomic changes by targeting PU.1, a transcription factor necessary for expression of host innate immune response genes, including those that target Env. Consistent with this, we find silencing PU.1 in infected macrophages lacking Vpr rescues Env. Vpr downmodulates PU.1 through a proteasomal degradation pathway that depends on physical interactions with PU.1 and DCAF1, a component of the Cul4A E3 ubiquitin ligase. The capacity for Vpr to target PU.1 is highly conserved across primate lentiviruses. In addition to impacting infected cells, we find that Vpr suppresses expression of innate immune response genes in uninfected bystander cells, and that virion-associated Vpr can degrade PU.1. Together, we demonstrate Vpr counteracts PU.1 in macrophages to blunt antiviral immune responses and promote viral spread.

4.
Nat Commun ; 15(1): 5514, 2024 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-38951492

RESUMO

HIV-1 Vpr promotes efficient spread of HIV-1 from macrophages to T cells by transcriptionally downmodulating restriction factors that target HIV-1 Envelope protein (Env). Here we find that Vpr induces broad transcriptomic changes by targeting PU.1, a transcription factor necessary for expression of host innate immune response genes, including those that target Env. Consistent with this, we find silencing PU.1 in infected macrophages lacking Vpr rescues Env. Vpr downmodulates PU.1 through a proteasomal degradation pathway that depends on physical interactions with PU.1 and DCAF1, a component of the Cul4A E3 ubiquitin ligase. The capacity for Vpr to target PU.1 is highly conserved across primate lentiviruses. In addition to impacting infected cells, we find that Vpr suppresses expression of innate immune response genes in uninfected bystander cells, and that virion-associated Vpr can degrade PU.1. Together, we demonstrate Vpr counteracts PU.1 in macrophages to blunt antiviral immune responses and promote viral spread.


Assuntos
HIV-1 , Imunidade Inata , Macrófagos , Proteínas Proto-Oncogênicas , Transativadores , Produtos do Gene vpr do Vírus da Imunodeficiência Humana , Humanos , Macrófagos/imunologia , Macrófagos/metabolismo , Macrófagos/virologia , Produtos do Gene vpr do Vírus da Imunodeficiência Humana/metabolismo , Produtos do Gene vpr do Vírus da Imunodeficiência Humana/genética , HIV-1/fisiologia , HIV-1/imunologia , Transativadores/metabolismo , Transativadores/genética , Proteínas Proto-Oncogênicas/metabolismo , Proteínas Proto-Oncogênicas/genética , Ubiquitina-Proteína Ligases/metabolismo , Ubiquitina-Proteína Ligases/genética , Infecções por HIV/imunologia , Infecções por HIV/virologia , Infecções por HIV/genética , Células HEK293 , Vírion/metabolismo , Proteínas Serina-Treonina Quinases
5.
J Biol Chem ; 287(39): 32728-37, 2012 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-22851180

RESUMO

NPM1 is a ubiquitously expressed nucleolar phosphoprotein, the gene for which maps to chromosome 5q35 in close proximity to a commonly deleted region associated with (del)5q, a type of myelodysplastic syndrome (MDS). This region is also a frequent target of deletions in de novo and therapy-related MDS/acute myeloid leukemia. Previous studies have shown that Npm1(+/-) mice develop an MDS-like disease that transforms to acute myeloid leukemia over time. To better understand the mechanism by which NPM1 haploinsufficiency causes an MDS phenotype, we generated factor-dependent myeloid cell lines from the bone marrow of Npm1(+/+) and Npm1(+/-) mice and demonstrated compromised neutrophil-specific gene expression in the MNPM1(+/-) cells. We attribute these observations to increased levels of the shorter, dominant negative leukemogenic isoform (p30) of CCAAT enhancer-binding protein α (C/EBPα). We show that this increase is caused, in part, by elevated levels of the activated translation initiation factor eIF4E, overexpression of which also increases translation of C/EBPαp30 in HEK293 cells. In a positive feedback loop, eIF4E expression is further elevated both at the mRNA and protein levels by C/EBPαp30 but not by the full-length C/EBPαp42. Re-expression of C/EBPαp42 or NPM1 but not C/EBPαp30 in MNPM1(+/-) cells partially rescues the myeloid phenotype. Our observations suggest that the aberrant feed-forward pathway that keeps eIF4E and C/EBPαp30 elevated in NPM1(+/-) cells contributes to the MDS phenotype associated with NPM1 deficiency.


Assuntos
Proteínas Estimuladoras de Ligação a CCAAT/metabolismo , Fator de Iniciação 4E em Eucariotos/biossíntese , Regulação Leucêmica da Expressão Gênica , Haploinsuficiência , Leucemia Mieloide Aguda/metabolismo , Síndromes Mielodisplásicas/metabolismo , Proteínas de Neoplasias/metabolismo , Proteínas Nucleares/metabolismo , Regulação para Cima , Animais , Proteínas Estimuladoras de Ligação a CCAAT/genética , Fator de Iniciação 4E em Eucariotos/genética , Células HEK293 , Humanos , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia , Camundongos , Camundongos Mutantes , Síndromes Mielodisplásicas/genética , Síndromes Mielodisplásicas/patologia , Proteínas de Neoplasias/genética , Proteínas Nucleares/genética , Nucleofosmina , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo
6.
Nat Biotechnol ; 41(3): 387-398, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36229609

RESUMO

Multi-omic single-cell datasets, in which multiple molecular modalities are profiled within the same cell, offer an opportunity to understand the temporal relationship between epigenome and transcriptome. To realize this potential, we developed MultiVelo, a differential equation model of gene expression that extends the RNA velocity framework to incorporate epigenomic data. MultiVelo uses a probabilistic latent variable model to estimate the switch time and rate parameters of chromatin accessibility and gene expression and improves the accuracy of cell fate prediction compared to velocity estimates from RNA only. Application to multi-omic single-cell datasets from brain, skin and blood cells reveals two distinct classes of genes distinguished by whether chromatin closes before or after transcription ceases. We also find four types of cell states: two states in which epigenome and transcriptome are coupled and two distinct decoupled states. Finally, we identify time lags between transcription factor expression and binding site accessibility and between disease-associated SNP accessibility and expression of the linked genes. MultiVelo is available on PyPI, Bioconda and GitHub ( https://github.com/welch-lab/MultiVelo ).


Assuntos
Epigenoma , Transcriptoma , Transcriptoma/genética , Multiômica , Cromatina/genética , RNA , Análise de Célula Única
7.
Methods Mol Biol ; 2407: 115-154, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34985663

RESUMO

Cord blood is a readily available source of hematopoietic stem and progenitor cells (HSPCs) which can be infected with HIV-1 in vitro to produce inducible latently infected cells for reactivation studies. Infected HSPCs can also be found in the setting of clinically undetectable viremia in vivo. Here we describe an in vitro infection model utilizing cord blood derived HSPCs, as well as methods for isolating and characterizing provirus from bone marrow HSPCs from suppressed patients.


Assuntos
HIV-1 , Células-Tronco Hematopoéticas , Sangue Fetal , Humanos , Provírus , Viremia
8.
Blood Adv ; 5(20): 4112-4124, 2021 10 26.
Artigo em Inglês | MEDLINE | ID: mdl-34432872

RESUMO

Myelodysplastic syndrome (MDS) is a hematological malignancy characterized by blood cytopenias and predisposition to acute myeloid leukemia (AML). Therapies for MDS are lacking, particularly those that have an impact in the early stages of disease. We developed a model of MDS in zebrafish with knockout of Rps14, the primary mediator of the anemia associated with del(5q) MDS. These mutant animals display dose- and age-dependent abnormalities in hematopoiesis, culminating in bone marrow failure with dysplastic features. We used Rps14 knockdown to undertake an in vivo small-molecule screening, to identify compounds that ameliorate the MDS phenotype, and we identified imiquimod, an agonist of Toll-like receptor-7 (TLR7) and TLR8. Imiquimod alleviates anemia by promoting hematopoietic stem and progenitor cell expansion and erythroid differentiation, the mechanism of which is dependent on TLR7 ligation and Myd88. TLR7 activation in this setting paradoxically promoted an anti-inflammatory gene signature, indicating cross talk via TLR7 between proinflammatory pathways endogenous to Rps14 loss and the NF-κB pathway. Finally, in highly purified human bone marrow samples from anemic patients, imiquimod led to an increase in erythroid output from myeloerythroid progenitors and common myeloid progenitors. Our findings have both specific implications for the development of targeted therapeutics for del(5q) MDS and wider significance identifying a potential role for TLR7 ligation in modifying anemia.


Assuntos
Síndromes Mielodisplásicas , Peixe-Zebra , Animais , Hematopoese , Humanos , Síndromes Mielodisplásicas/genética , Transdução de Sinais , Receptor 7 Toll-Like/genética
9.
Viruses ; 12(2)2020 01 21.
Artigo em Inglês | MEDLINE | ID: mdl-31973022

RESUMO

Human immunodeficiency virus (HIV) is a chronic infection that destroys the immune system in infected individuals. Although antiretroviral therapy is effective at preventing infection of new cells, it is not curative. The inability to clear infection is due to the presence of a rare, but long-lasting latent cellular reservoir. These cells harboring silent integrated proviral genomes have the potential to become activated at any moment, making therapy necessary for life. Latently-infected cells can also proliferate and expand the viral reservoir through several methods including homeostatic proliferation and differentiation. The chromosomal location of HIV proviruses within cells influences the survival and proliferative potential of host cells. Proliferating, latently-infected cells can harbor proviruses that are both replication-competent and defective. Replication-competent proviral genomes contribute to viral rebound in an infected individual. The majority of available techniques can only assess the integration site or the proviral genome, but not both, preventing reliable evaluation of HIV reservoirs.


Assuntos
Proliferação de Células , HIV-1/fisiologia , Interações entre Hospedeiro e Microrganismos , Latência Viral , Linfócitos T CD4-Positivos/virologia , Infecções por HIV/virologia , HIV-1/genética , Células-Tronco Hematopoéticas/virologia , Humanos , Provírus/genética , Provírus/fisiologia , Carga Viral , Replicação Viral
10.
Elife ; 92020 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-32119644

RESUMO

HIV-1 Vpr is necessary for maximal HIV infection and spread in macrophages. Evolutionary conservation of Vpr suggests an important yet poorly understood role for macrophages in HIV pathogenesis. Vpr counteracts a previously unknown macrophage-specific restriction factor that targets and reduces the expression of HIV Env. Here, we report that the macrophage mannose receptor (MR), is a restriction factor targeting Env in primary human monocyte-derived macrophages. Vpr acts synergistically with HIV Nef to target distinct stages of the MR biosynthetic pathway and dramatically reduce MR expression. Silencing MR or deleting mannose residues on Env rescues Env expression in HIV-1-infected macrophages lacking Vpr. However, we also show that disrupting interactions between Env and MR reduces initial infection of macrophages by cell-free virus. Together these results reveal a Vpr-Nef-Env axis that hijacks a host mannose-MR response system to facilitate infection while evading MR's normal role, which is to trap and destroy mannose-expressing pathogens.


Human cells have defense mechanisms against viral infection known as restriction factors. These are proteins that break down parts of a virus including its DNA or proteins. To evade these defenses, viruses in turn make proteins that block or break down restriction factors. This battle between human and viral proteins determines which types of cells are infected and how quickly a virus can multiply and spread to new cells. HIV produces a protein called Vpr that counteracts a restriction factor found in immune cells called macrophages. However, the identity of the restriction factor targeted by Vpr is a mystery. When Vpr is missing, this unknown restriction factor breaks down a virus protein called Env. Env is a glycoprotein, which is a protein with sugars attached. When Env levels are low, HIV cannot spread to other cells and multiply. Identifying the restriction factor that breaks down Env may lead to new ways of treating and preventing HIV infections. Now, Lubow et al. reveal that the unknown restriction factor in macrophages is a protein called the mannose receptor. This protein binds and destroys proteins containing mannose, a type of sugar found on bacteria and some viruses. The experiments revealed that the mannose receptor grabs mannose on the HIV protein Env. This causes Env to be broken down and stops HIV from spreading. Lubow et al. also find that Vpr works with another protein produced by HIV called Nef to reduce the number of mannose receptors on macrophages. The two proteins do this by targeting different steps in the assembly of mannose receptors, allowing the virus to multiply and spread more efficiently. The experiments suggest that drugs that simultaneously block Vpr and Nef might prevent or suppress HIV infections. More studies are needed to develop and test potential HIV-treatments targeting Vpr and Nef.


Assuntos
HIV-1/metabolismo , Lectinas Tipo C/metabolismo , Macrófagos/metabolismo , Lectinas de Ligação a Manose/metabolismo , Receptores de Superfície Celular/metabolismo , Produtos do Gene vpr do Vírus da Imunodeficiência Humana/metabolismo , Produtos do Gene env/metabolismo , Produtos do Gene nef/metabolismo , HIV-1/fisiologia , Humanos , Receptor de Manose , Ligação Proteica , Replicação Viral
11.
Breast ; 53: 181-188, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32841804

RESUMO

AIM: To analyse the role of repeated breast surgery (RBS) after breast conserving surgery (BCS) as a quality indicator in a consecutive series of breast cancer patients. METHODS: Data from 1233 breast cancer patients submitted to BCS from 2015 to 2019 were reviewed. The influence of several variables on RBS rate (182/1232; 14.8%) was examined. Univariate and multivariate analyses were conducted to look for significant associations with the risk of RBS. RESULTS: Surgical workload, BCS rate and clinicopathological variables were consistent over the study period, while RBS rate decreased after the introduction of shaving of cavity margins (from 17.9% to 9.5%). Tumor persistence at RBS was higher for mastectomy vs. re-excision (87.3% vs. 37.8%; p = 0.05), inconclusive vs. positive diagnostic biopsy (48.2% vs. 69.4%; p = 0.003), ductal carcinoma in situ vs. invasive carcinoma (69.0% vs. 51.3%; p = 0.046) and lower after neoadjuvant therapy (14.3% vs. 57.8%; p = 0.044). Several clinicopathological variables were associated with the risk of RBS, but only multifocality [Odds Ratio (OR): 1.8; p = 0.009], microcalcifications (OR: 2.0, p = 0.000), neoadjuvant therapy (OR: 0.4; p = 0.014), pathological intraoperative assessment (OR: 0.6; p = 0.010) and shaving of cavity margins (OR: 0.3; p = 0.000) retained independent value at multivariate analysis. CONCLUSIONS: RBS rate can be reduced by shaving of cavity margins. Current standards for RBS should not be made more stringent due to the existence of non-actionable risk factors. The value of RBS as a quality indicator should be scrutinzed.


Assuntos
Neoplasias da Mama/cirurgia , Mastectomia Segmentar/estatística & dados numéricos , Garantia da Qualidade dos Cuidados de Saúde/métodos , Indicadores de Qualidade em Assistência à Saúde/estatística & dados numéricos , Reoperação/estatística & dados numéricos , Mama/cirurgia , Estudos Transversais , Feminino , Humanos , Margens de Excisão , Mastectomia Segmentar/normas , Pessoa de Meia-Idade , Análise Multivariada , Razão de Chances , Estudos Prospectivos , Reoperação/normas , Fatores de Risco , Cirurgiões/estatística & dados numéricos , Carga de Trabalho/estatística & dados numéricos
12.
ESMO Open ; 5(5): e000937, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33122354

RESUMO

PURPOSE: Overexpression of miR-100 in stem cells derived from basal-like breast cancers causes loss of stemness, induction of luminal breast cancer markers and response to endocrine therapy. We, therefore, explored miR-100 as a novel biomarker in patients with luminal breast cancer. METHODS: miR-100 expression was studied in 90 patients with oestrogen-receptor-positive/human-epidermal growth factor receptor 2-negative breast cancer enrolled in a prospective study of endocrine therapy given either preoperatively, or for the treatment of de novo metastatic disease. Response was defined as a Ki67 ≤2.7% after 21±3 days of treatment. The prognostic role of miR-100 expression was evaluated in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) and The Cancer Genome Atlas (TCGA) breast cancer datasets. Additionally, we explored the correlation between miR-100 and the expression its targets reported as being associated with endocrine resistance. Finally, we evaluated whether a signature based on miR-100 and its target genes could predict the luminal A molecular subtype. RESULTS: Baseline miR-100 was significantly anticorrelated with baseline and post-treatment Ki67 (p<0.001 and 0.004, respectively), and independently associated with response to treatment (OR 3.329, p=0.047). In the METABRIC dataset, high expression of miR-100 identified women with luminal A tumours treated with adjuvant endocrine therapy with improved overall survival (HR 0.55, p<0.001). miR-100 was negatively correlated with PLK1, FOXA1, mTOR and IGF1R expression, potentially explaining its prognostic effect. Finally, a miR-100-based signature developed in patients enrolled in the prospective study outperformed Ki67 alone in predicting the luminal A phenotype. CONCLUSIONS: Our findings suggest that miR-100 should be further explored as a biomarker in patients with luminal breast cancer.


Assuntos
Neoplasias da Mama , MicroRNAs , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Feminino , Fator 3-alfa Nuclear de Hepatócito , Humanos , MicroRNAs/genética , Prognóstico , Estudos Prospectivos
13.
Cell Rep ; 25(13): 3759-3773.e9, 2018 12 26.
Artigo em Inglês | MEDLINE | ID: mdl-30590047

RESUMO

Long-lived reservoirs of persistent HIV are a major barrier to a cure. CD4+ hematopoietic stem and progenitor cells (HSPCs) have the capacity for lifelong survival, self-renewal, and the generation of daughter cells. Recent evidence shows that they are also susceptible to HIV infection in vitro and in vivo. Whether HSPCs harbor infectious virus or contribute to plasma virus (PV) is unknown. Here, we provide strong evidence that clusters of identical proviruses from HSPCs and their likely progeny often match residual PV. A higher proportion of these sequences match residual PV than proviral genomes from bone marrow and peripheral blood mononuclear cells that are observed only once. Furthermore, an analysis of near-full-length genomes isolated from HSPCs provides evidence that HSPCs harbor functional HIV proviral genomes that often match residual PV. These results support the conclusion that HIV-infected HSPCs form a distinct and functionally significant reservoir of persistent HIV in infected people.


Assuntos
Reservatórios de Doenças/virologia , Infecções por HIV/virologia , HIV-1/fisiologia , Células-Tronco Hematopoéticas/virologia , Viremia/virologia , Adulto , Idoso , Sequência de Bases , DNA Viral/genética , Genoma Viral , Células HEK293 , Infecções por HIV/sangue , HIV-1/genética , Humanos , Pessoa de Meia-Idade , Fases de Leitura Aberta/genética , Provírus/genética , Viremia/sangue , Vírion/fisiologia , Adulto Jovem
14.
Radiol Med ; 110(4): 334-40, 2005 Oct.
Artigo em Inglês, Italiano | MEDLINE | ID: mdl-16292240

RESUMO

PURPOSE: To evaluate the diagnostic accuracy of the commercial computer-aided detection CADx system for the reading of mammograms. MATERIALS AND METHODS: The study assessed the Second Look system developed and marketed by CADx Medical Systems, Montreal, Canada. The diagnostic sensitivity was evaluated by means of a retrospective study on 98 consecutive cancers detected at screening by double independent reading. The specificity and the positive predictive value (PPV) for cancer of the CADx system were prospectively evaluated on a second group of 560 consecutive mammograms of asymptomatic women not included in screening program. The radiologist who was present during the test assessed the abnormal mammographic findings by one or more of the following diagnostic procedures: physical examination, additional mammographic detail views with or without magnification, ultrasonography, ultrasound- or mammography-guided fine needle aspiration cytology, and core-biopsy. The exams first underwent conventional reading and then a second reading carried out with the aid of the CADx system. RESULTS: The overall diagnostic sensitivity of the CADx system on the 98 screening cancers was 81.6%; in particular it was 89.3% for calcifications, 83.9% for masses and only 37.5% for architectural distortion. The CADx markings for each mammography were 4.7 on average. Identification of invasive carcinoma was independent from tumour size. In the second group of 560 mammograms, the CADx system marked all cases identified as positive by conventional reading and confirmed by biopsy (7/7), but did not permit the detection of any additional cancer. The CADx markings per exam were 4.2 on average, the specificity was 13.7% and the PPV was 0.55% versus 13.7% recall rate of conventional reading. CADx reading led to a 1.96% (11/560) increase of the women necessitating further diagnostic investigation. CONCLUSIONS: The results of our study show that the diagnostic sensitivity of the CADx system is lower than that obtained by double independent reading at screening. Used in association with conventional reading of mammograms of asymptomatic women the CADx system did not increase diagnostic sensitivity.


Assuntos
Neoplasias da Mama/diagnóstico por imagem , Mamografia , Interpretação de Imagem Radiográfica Assistida por Computador , Calcinose/diagnóstico por imagem , Feminino , Humanos , Valor Preditivo dos Testes , Sensibilidade e Especificidade
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