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1.
J Biomed Inform ; 118: 103779, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33839304

RESUMO

The automatic recognition of gene names and their corresponding database identifiers in biomedical text is an important first step for many downstream text-mining applications. While current methods for tagging gene entities have been developed for biomedical literature, their performance on species other than human is substantially lower due to the lack of annotation data. We therefore present the NLM-Gene corpus, a high-quality manually annotated corpus for genes developed at the US National Library of Medicine (NLM), covering ambiguous gene names, with an average of 29 gene mentions (10 unique identifiers) per document, and a broader representation of different species (including Homo sapiens, Mus musculus, Rattus norvegicus, Drosophila melanogaster, Arabidopsis thaliana, Danio rerio, etc.) when compared to previous gene annotation corpora. NLM-Gene consists of 550 PubMed abstracts from 156 biomedical journals, doubly annotated by six experienced NLM indexers, randomly paired for each document to control for bias. The annotators worked in three annotation rounds until they reached complete agreement. This gold-standard corpus can serve as a benchmark to develop & test new gene text mining algorithms. Using this new resource, we have developed a new gene finding algorithm based on deep learning which improved both on precision and recall from existing tools. The NLM-Gene annotated corpus is freely available at ftp://ftp.ncbi.nlm.nih.gov/pub/lu/NLMGene. We have also applied this tool to the entire PubMed/PMC with their results freely accessible through our web-based tool PubTator (www.ncbi.nlm.nih.gov/research/pubtator).


Assuntos
Drosophila melanogaster , Genes vif , Animais , Mineração de Dados , National Library of Medicine (U.S.) , PubMed , Ratos , Estados Unidos
2.
Br J Haematol ; 188(4): 550-559, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31713861

RESUMO

T-cell depletion with alemtuzumab represents an effective form of graft-versus-host disease (GVHD) prophylaxis after allogeneic haematopoietic stem cell transplantation (allo-HSCT); however, little is known regarding the impact of in vivo alemtuzumab on either the incidence or clinical characteristics of acute and chronic GVHD. We therefore studied 201 consecutive adult patients who received an alemtuzumab-based, reduced-intensity conditioned (RIC) allograft. With a median follow-up of 24 months, the cumulative incidence of classic acute and late acute (persistent, recurrent and late onset) GVHD grades II-IV (grades III-IV) was 34% (13%) and 20% (8%) respectively; the cumulative incidence of classic chronic GVHD and overlap syndrome were 4% and 7% respectively. A previous diagnosis of classic acute GVHD is a risk factor for chronic GVHD (hazard ratio 10·91, 95% confidence interval 2·35-50·63, P = 0·0023) while late onset acute GVHD is not a risk factor for later development of chronic GVHD. Unrelated donor transplant is a risk factor for the development of classic acute GVHD but not for late onset or chronic GVHD. In conclusion, this study describes a distinctive pattern of GVHD following alemtuzumab-RIC allografts, identifies the risk factors for GVHD development and provides prognostic information of patients with GVHD.


Assuntos
Alemtuzumab/administração & dosagem , Doença Enxerto-Hospedeiro , Transplante de Células-Tronco Hematopoéticas , Condicionamento Pré-Transplante , Doença Aguda , Adolescente , Adulto , Idoso , Aloenxertos , Doença Crônica , Intervalo Livre de Doença , Feminino , Doença Enxerto-Hospedeiro/etiologia , Doença Enxerto-Hospedeiro/mortalidade , Doença Enxerto-Hospedeiro/terapia , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Especificidade de Órgãos , Estudos Retrospectivos , Fatores de Risco , Taxa de Sobrevida , Doadores não Relacionados
3.
Br J Haematol ; 184(4): 547-557, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30467838

RESUMO

Allogeneic haematopoietic stem cell transplant (allo-HSCT) offers potentially curative therapy for patients with relapsed/refractory lymphoid malignancies. Reduced-intensity conditioning (RIC) with Alemtuzumab reduces transplant-related mortality and graft-versus-host disease (GvHD), but may be associated with increased risk of relapse. With the aim of studying the effect of GVHD and donor lymphocyte infusions (DLI) on relapse, we performed a retrospective study of 288 patients (57% non-Hodgkin lymphoma, 24% Hodgkin lymphoma and 19% chronic lymphocytic leukaemia; 58% were relapsed/refractory) who underwent RIC-Alemtuzumab-HSCT between 2000 and 2012. Median follow-up time for survivors was 64 months. Five-year overall survival, relapse incidence, GvHD/relapse-free survival and non-relapse mortality were 47%, 33%, 37% and 28% respectively. Cumulative incidence of grade II-IV acute and extensive chronic GvHD was 22% and 21% at 100 days and 5 years respectively. On multivariate analysis, presence of GvHD (P = 0·03) and unrelated donor type (P = 0·03) were protective of relapse. 62/288 patients received DLI for either mixed donor chimerism (prophylactic DLI, n = 37) or clinical relapse (therapeutic DLI, n = 25). Prophylactic and therapeutic DLI successfully converted the patient to full or stable mixed donor chimerism in 78% and 56% of patients respectively. These data demonstrate good long-term outcomes and support the concept of the graft-vs-lymphoma effect as a key protective factor against relapse following RIC-Alemtuzumab allo-HSCT for patients with mature lymphoid malignancies.


Assuntos
Alemtuzumab/administração & dosagem , Efeito Enxerto vs Tumor , Neoplasias Hematológicas/terapia , Transplante de Células-Tronco Hematopoéticas , Leucemia Linfocítica Crônica de Células B/terapia , Linfoma/terapia , Condicionamento Pré-Transplante , Adolescente , Adulto , Idoso , Aloenxertos , Intervalo Livre de Doença , Feminino , Neoplasias Hematológicas/mortalidade , Humanos , Leucemia Linfocítica Crônica de Células B/mortalidade , Linfoma/mortalidade , Masculino , Pessoa de Meia-Idade , Recidiva , Taxa de Sobrevida
4.
Biol Blood Marrow Transplant ; 22(2): 385-390, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26363443

RESUMO

Disease relapse is the major causes of treatment failure after allogeneic stem cell transplantation (SCT) in patients with acute myeloid leukemia (AML). As well as demonstrating significant clinical activity in AML, azacitidine (AZA) upregulates putative tumor antigens, inducing a CD8(+) T cell response with the potential to augment a graft-versus-leukemia effect. We, therefore, studied the feasibility and clinical sequelae of the administration of AZA during the first year after transplantation in 51 patients with AML undergoing allogeneic SCT. Fourteen patients did not commence AZA either because of transplantation complications or withdrawal of consent. Thirty-seven patients commenced AZA at a median of 54 days (range, 40 to 194 days) after transplantation, which was well tolerated in the majority of patients. Thirty-one patients completed 3 or more cycles of AZA. Sixteen patients relapsed at a median time of 8 months after transplantation. No patient developed extensive chronic graft-versus-host disease. The induction of a post-transplantation CD8(+) T cell response to 1 or more tumor-specific peptides was studied in 28 patients. Induction of a CD8(+) T cell response was associated with a reduced risk of disease relapse (hazard ratio [HR], .30; 95% confidence interval [CI], .10 to .85; P = .02) and improved relapse-free survival (HR, .29; 95% CI, .10 to .83; P = .02) taking into account death as a competing risk. In conclusion, AZA is well tolerated after transplantation and appears to have the capacity to reduce the relapse risk in patients who demonstrate a CD8(+) T cell response to tumor antigens. These observations require confirmation in a prospective clinical trial.


Assuntos
Antígenos de Neoplasias/metabolismo , Antimetabólitos Antineoplásicos/uso terapêutico , Azacitidina/uso terapêutico , Transplante de Células-Tronco Hematopoéticas/métodos , Leucemia Mieloide Aguda/tratamento farmacológico , Condicionamento Pré-Transplante/métodos , Transplante Homólogo/métodos , Adulto , Idoso , Aloenxertos , Antimetabólitos Antineoplásicos/administração & dosagem , Azacitidina/administração & dosagem , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva
5.
HPB (Oxford) ; 14(3): 194-200, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22321038

RESUMO

OBJECTIVES: Accurate prediction of safe remnant liver volume to minimize complications following liver resection remains challenging. The aim of this study was to assess whether quantification of steatosis improved the predictive value of preoperative volumetric analysis. METHODS: Thirty patients undergoing planned right or extended right hemi-hepatectomy for colorectal metastases were recruited prospectively. Magnetic resonance imaging was used to assess the level of hepatic steatosis and future remnant liver volume. These data were correlated with data on postoperative hepatic insufficiency, complications and hospital stay. Correlations of remnant percentage, remnant mass to patient mass and remnant mass to body surface area with and without steatosis measurements were assessed. RESULTS: In 10 of the 30 patients the planned liver resection was altered. Moderate-severe postoperative hepatic dysfunction was seen in 17 patients. Complications arose in 14 patients. The median level of steatosis was 3.8% (range: 1.2-17.6%), but was higher in patients (n= 10) who received preoperative chemotherapy (P= 0.124), in whom the median level was 4.8% (range: 1.5-17.6%). The strongest correlation was that of remnant liver mass to patient mass (r= 0.77, P < 0.001). However, the addition of steatosis quantification did not improve this correlation (r= 0.76, P < 0.001). CONCLUSIONS: This is the first study to combine volumetric with steatosis quantifications. No significant benefit was seen in this small pilot. However, these techniques may be useful in operative planning, particularly in patients receiving preoperative chemotherapy.


Assuntos
Neoplasias Colorretais/patologia , Fígado Gorduroso/patologia , Hepatectomia/efeitos adversos , Neoplasias Hepáticas/cirurgia , Fígado/patologia , Fígado/cirurgia , Imageamento por Ressonância Magnética , Complicações Pós-Operatórias/etiologia , Idoso , Idoso de 80 Anos ou mais , Quimioterapia Adjuvante , Inglaterra , Fígado Gorduroso/complicações , Feminino , Insuficiência Hepática/etiologia , Insuficiência Hepática/fisiopatologia , Humanos , Tempo de Internação , Fígado/fisiopatologia , Neoplasias Hepáticas/complicações , Neoplasias Hepáticas/secundário , Masculino , Pessoa de Meia-Idade , Tamanho do Órgão , Projetos Piloto , Complicações Pós-Operatórias/fisiopatologia , Valor Preditivo dos Testes , Estudos Prospectivos , Reprodutibilidade dos Testes , Índice de Gravidade de Doença , Fatores de Tempo , Resultado do Tratamento
6.
Breathe (Sheff) ; 17(2): 200342, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34295420

RESUMO

Ambulatory pneumothorax management in primary spontaneous pneumothorax is safe and feasible https://bit.ly/39w3EfD.

7.
Sci Data ; 8(1): 91, 2021 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-33767203

RESUMO

Automatically identifying chemical and drug names in scientific publications advances information access for this important class of entities in a variety of biomedical disciplines by enabling improved retrieval and linkage to related concepts. While current methods for tagging chemical entities were developed for the article title and abstract, their performance in the full article text is substantially lower. However, the full text frequently contains more detailed chemical information, such as the properties of chemical compounds, their biological effects and interactions with diseases, genes and other chemicals. We therefore present the NLM-Chem corpus, a full-text resource to support the development and evaluation of automated chemical entity taggers. The NLM-Chem corpus consists of 150 full-text articles, doubly annotated by ten expert NLM indexers, with ~5000 unique chemical name annotations, mapped to ~2000 MeSH identifiers. We also describe a substantially improved chemical entity tagger, with automated annotations for all of PubMed and PMC freely accessible through the PubTator web-based interface and API. The NLM-Chem corpus is freely available.


Assuntos
Mineração de Dados/métodos , Compostos Orgânicos/classificação , Preparações Farmacêuticas/classificação , Software , Terminologia como Assunto , PubMed
8.
Nephron Clin Pract ; 116(2): c123-7, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20502048

RESUMO

INTRODUCTION: The advent of blunt needles for arteriovenous fistula cannulation has led to a resurgence in the buttonhole technique. Although successful for home haemodialysis patients and those who self-cannulate, we introduced this technique into one of our satellite dialysis centres. METHODS: Audit of buttonhole cannulation in 53 adult haemodialysis patients, 29 male, mean age 68.5 ± 1.9 years. Twelve (23%) patients started de novo and 41 (77%) had previously been using sharp needles with the rope ladder technique. RESULTS: Typically, the needle tract was developed after 8-10 cannulations depending on the tracker nurse and vessel. Ninety-three percent of the patients reported shorter venepuncture bleeding times after needle removal, 81% less pain on needling and 80% improved appearance of the fistula compared to sharp needle rope ladder technique. Fistula recirculation rates fell from 9.3 ± 0.4 to 8.3 ± 0.3% (p = 0.016), as did fistuloplasty requirement during a median follow-up of 14 months (range, 9.5-22.5; χ(2) = 5.6, p = 0.008). CONCLUSIONS: Buttonhole cannulation can be successfully introduced into a busy satellite dialysis centre. Patient satisfaction improved due to lower pain scores, shorter bleeding times after needle removal and improved appearance of the fistula. Recirculation rates and requirement for fistuloplasty were also reduced.


Assuntos
Cateterismo/instrumentação , Cateterismo/métodos , Satisfação do Paciente , Diálise Renal/instrumentação , Diálise Renal/métodos , Idoso , Cateterismo/efeitos adversos , Cateteres de Demora/efeitos adversos , Feminino , Fístula/etiologia , Fístula/prevenção & controle , Seguimentos , Humanos , Masculino , Agulhas/efeitos adversos , Diálise Renal/efeitos adversos
9.
Blood Adv ; 1(3): 193-204, 2016 Dec 27.
Artigo em Inglês | MEDLINE | ID: mdl-29296935

RESUMO

Disease relapse is the major cause of treatment failure after allogeneic stem cell transplantation (allo-SCT) in acute myeloid leukemia (AML). To identify AML-associated genes prognostic of AML relapse post-allo-SCT, we resequenced 35 genes in 113 adults at diagnosis, 49 of whom relapsed. Two hundred sixty-two mutations were detected in 102/113 (90%) patients. An increased risk of relapse was observed in patients with mutations in WT1 (P = .018), DNMT3A (P = .045), FLT3 ITD (P = .071), and TP53 (P = .06), whereas mutations in IDH1 were associated with a reduced risk of disease relapse (P = .018). In 29 patients, we additionally compared mutational profiles in bone marrow at diagnosis and relapse to study changes in clonal structure at relapse. In 13/29 patients, mutational profiles altered at relapse. In 9 patients, mutations present at relapse were not detected at diagnosis. In 15 patients, additional available pre-allo-SCT samples demonstrated that mutations identified posttransplant but not at diagnosis were detectable immediately prior to transplant in 2 of 15 patients. Taken together, these observations, if confirmed in larger studies, have the potential to inform the design of novel strategies to reduce posttransplant relapse highlighting the potential importance of post-allo-SCT interventions with a broad antitumor specificity in contrast to targeted therapies based on mutational profile at diagnosis.

10.
Magn Reson Imaging ; 21(7): 695-700, 2003 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-14559332

RESUMO

The aim of this study was to establish whether enhancement of the liver by the MRI contrast agent ferumoxides could be effectively achieved at a reduced dose of 7.5 micromol/kg in patients with advanced liver cirrhosis. Forty-two liver transplant candidates with end-stage cirrhosis underwent SPIO-enhanced MRI at 1.5T, using either 15 micromol/kg or 7.5 micromol/kg ferumoxides. The lower dose of ferumoxides was also used in 21 non-cirrhotic patients with colorectal liver metastases who acted as a control group. The percentage signal intensity loss (PSIL) after SPIO was measured in all patients, and in those patients with tumors the post-SPIO contrast-to-noise ratio (CNR) was measured. The median PSIL after SPIO in the high dose cirrhotic (HDLC), low dose non-cirrhotic (LDNC) and low dose cirrhotic (LDLC) patients was 86.3%, 74.6%, and 64.2% respectively. These differences were significant using the Mann-Whitney U test. Tumors were found in 8 patients in the high dose cirrhotic group, 9 in the low dose cirrhotic group, and all 21 of the control group. No significant differences were found between the CNR values after SPIO in the 3 groups (median values HDLC 15.1, LDNC 23.7, LDLC 19.5). In patients with late-stage cirrhosis the PSIL after SPIO was significantly less at 7.5 micromol/kg than at 15 micromol/kg, but both doses produced a substantial loss of signal. Lesion to liver CNR was not adversely affected by using the lower dose, so when imaging at 1.5T the authors would recommend using 7.5 micromol/kg in patients with liver cirrhosis.


Assuntos
Meios de Contraste/administração & dosagem , Ferro/administração & dosagem , Cirrose Hepática/patologia , Imageamento por Ressonância Magnética , Óxidos/administração & dosagem , Adulto , Idoso , Estudos de Casos e Controles , Dextranos , Feminino , Óxido Ferroso-Férrico , Humanos , Fígado/patologia , Neoplasias Hepáticas/patologia , Neoplasias Hepáticas/secundário , Transplante de Fígado , Nanopartículas de Magnetita , Masculino , Pessoa de Meia-Idade , Suspensões
11.
Magn Reson Imaging ; 30(10): 1446-53, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22898686

RESUMO

OBJECTIVE: Chemotherapy commonly causes liver injury through sinusoidal obstructive syndrome and steatosis. Chemotherapy-induced liver injury may make it more difficult to detect metastases secondary to reduced contrast between the injured liver and metastases. The aim of this study was to determine the sensitivity of superparamagnetic iron oxide (SPIO) contrast-enhanced imaging in patients who have undergone chemotherapy prior to liver surgery. METHODS: Local ethics committee approval was obtained. Thirty-one patients with hepatic metastases completing preoperative chemotherapy were prospectively recruited. Images were reviewed independently by two blinded observers who identified and localized lesions with a four-point confidence scale. The alternative free-response receiver operator characteristic method was used to analyze the results. RESULTS: The sensitivity in detecting colorectal metastases following chemotherapy was 78% and 76%, respectively, for observers 1 and 2 (95% confidence interval: 71%-85% and 68%-82%). The areas under the alternative free-response receiver operator curves were 0.73 and 0.80 for observers 1 and 2, respectively. CONCLUSION: Compared to previously published work on chemotherapy-naïve patients, it is clear that the sensitivity of SPIO-enhanced magnetic resonance imaging (MRI) in detecting colorectal metastases following chemotherapy is reduced. It is therefore critical that all imaging--pre-, during and postchemotherapy--is reviewed when reporting liver MRI prior to surgery.


Assuntos
Antineoplásicos/uso terapêutico , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/patologia , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/tratamento farmacológico , Neoplasias Hepáticas/patologia , Imageamento por Ressonância Magnética/métodos , Adulto , Idoso , Antineoplásicos/farmacologia , Meios de Contraste/farmacologia , Reações Falso-Positivas , Feminino , Compostos Férricos/química , Humanos , Fígado/lesões , Fígado/patologia , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Variações Dependentes do Observador , Curva ROC , Reprodutibilidade dos Testes
12.
J Clin Oncol ; 26(26): 4304-10, 2008 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-18779617

RESUMO

PURPOSE: To assess the predictive value of superparamagnetic iron oxide (SPIO) -enhanced T2-weighted gradient echo (GRE) imaging to determine the presence and severity of sinusoidal obstructive syndrome (SOS). PATIENTS AND METHODS: Sixty hepatic resection patients with colorectal metastases treated with chemotherapy underwent unenhanced magnetic resonance imaging (MRI) followed by T2-weighted GRE sequences obtained after SPIO. The images were reviewed in consensus by two experienced observers who determined the presence and severity of linear and reticular hyperintensities, indicating SOS-type liver injury, using a 4-point ordinal scale. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) with 95% CIs for the detection of SOS were calculated. RESULTS: Twenty-four of 60 patients had moderate to severe SOS on MRI. MRI achieved a sensitivity of 87% (95% CI, 66% to 97%), specificity of 89% (95% CI, 75% to 97%), PPV of 83% (95% CI, 63% to 95%), and NPV of 92% (95% CI, 77% to 98%). SOS was never found at surgery or histology in patients whose background liver parenchyma was normal on SPIO-enhanced MRI. CONCLUSION: SOS is present in a significant proportion of patients with treated colorectal metastases and is effectively detected on SPIO-enhanced T2-weighted GRE images.


Assuntos
Antineoplásicos/efeitos adversos , Neoplasias Colorretais/tratamento farmacológico , Compostos Férricos , Hepatopatia Veno-Oclusiva/diagnóstico , Neoplasias Hepáticas/tratamento farmacológico , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Colorretais/patologia , Meios de Contraste , Feminino , Hepatopatia Veno-Oclusiva/etiologia , Humanos , Neoplasias Hepáticas/secundário , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade
13.
Radiology ; 237(1): 170-80, 2005 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-16126930

RESUMO

PURPOSE: To prospectively compare accuracy of dynamic contrast material-enhanced thin-section multi-detector row helical computed tomography (CT), high-spatial-resolution three-dimensional (3D) dynamic gadolinium-enhanced magnetic resonance (MR) imaging, and superparamagnetic iron oxide (SPIO)-enhanced MR imaging with optimized gradient-echo (GRE) sequence for depiction of hepatic lesions; surgery and histologic analysis were the reference standard. MATERIALS AND METHODS: Local ethics committee approval was granted, and written informed consent was obtained. Fifty-eight patients (45 men, 13 women; age range, 47-82 years) with hepatic metastases were imaged with multi-detector row CT (3.2-mm section thickness), 3D dynamic gadolinium-enhanced MR imaging (2.5-mm effective section thickness), and SPIO-enhanced MR by using an optimized T2-weighted GRE sequence. Images were reviewed independently by two blinded observers who identified and localized lesions with a four-point confidence scale. Accuracy of each technique was measured with alternative free-response receiver operating characteristic analysis. Results were correlated with findings at surgery with intraoperative ultrasonography or histopathologic examination. Statistical differences among techniques for each observer were measured. RESULTS: Accuracy values for each observer for all metastases (n = 215) and 1.0-cm or smaller metastases (n = 80), respectively, follow: For CT, those for reader 1 were 0.82 and 0.65; for reader 2, 0.81 and 0.68. For gadolinium-enhanced MR imaging, those for reader 1 were 0.92 and 0.79; for reader 2, 0.90 and 0.76. For SPIO-enhanced MR imaging, those for reader 1 were 0.92 and 0.83; for reader 2, 0.92 and 0.81. For all metastases for both observers, there was no significant difference between MR techniques, but both were significantly more accurate than CT (P < .01). For metastases 1.0 cm or smaller and one observer, there was no significant difference between MR techniques, but both were more accurate than CT (P < .01); for the other observer, SPIO-enhanced MR imaging was more accurate than gadolinium-enhanced MR imaging (P < .05) and CT (P < .02), but there was no significant difference between gadolinium-enhanced MR imaging and CT (P = .2). CONCLUSION: Accuracy for gadolinium-enhanced MR imaging and SPIO-enhanced MR imaging was similar. Both techniques were significantly more accurate than CT.


Assuntos
Hepatectomia , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/secundário , Imageamento por Ressonância Magnética/métodos , Tomografia Computadorizada Espiral , Idoso , Idoso de 80 Anos ou mais , Reações Falso-Positivas , Feminino , Gadolínio , Humanos , Aumento da Imagem , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Estudos Prospectivos , Curva ROC , Sensibilidade e Especificidade
14.
Eur Radiol ; 12(9): 2258-72, 2002 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-12195479

RESUMO

Cirrhosis predisposes to hepatocellular carcinoma (HCC) which develops by sequential steps of de-differentiation of hepatocytes from regenerative nodules via borderline (dysplastic) nodules to frankly malignant HCC. Effective treatment depends on early recognition of HCC, so the key tasks for imaging are firstly recognising the presence of a suspicious lesion, and secondly differentiating between benign, borderline and malignant nodules. Screening of high-risk cirrhotic patients with sonography and measurement of alpha fetoprotein (AFP) is helpful but will not reliably differentiate small HCC from benign or dysplastic nodules. Large HCCs can usually be recognised by their characteristic morphology on imaging, but the appearances of smaller benign and malignant nodules show considerable overlap on unenhanced sonography, CT and MRI. Increasing degrees of histological malignancy are associated with increasing arterialisation and loss of portal blood supply, so the recognition of HCC requires the use of dynamic imaging with contrast-enhanced CT or T1-weighted MRI with gadolinium enhancement. Sonography with microbubble contrast media now offers another method for detecting arterialised nodules; however, some non-malignant nodules show arterial hypervascularity and a minority of HCCs are hypovascular, so the assessment of perfusion does not conclusively distinguish benign from malignant lesions. Kupffer cell function is another attribute of liver tissue which can be explored using MRI with superparamagnetic iron oxide particles (SPIO). Experience thus far suggests that uptake of SPIO is an effective discriminator between benign and malignant nodules. The combination of SPIO with gadolinium-enhanced MRI offers the opportunity for imaging characterisation of cirrhotic nodules by cellular function as well as by blood supply, and this approach is now proposed as the examination of choice for detecting HCC in cirrhosis.


Assuntos
Carcinoma Hepatocelular/diagnóstico , Cirrose Hepática/complicações , Neoplasias Hepáticas/diagnóstico , Fígado/patologia , Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Carcinoma Hepatocelular/complicações , Meios de Contraste , Dextranos , Gadolínio , Humanos , Ferro , Fígado/diagnóstico por imagem , Neoplasias Hepáticas/complicações , Óxidos , Ultrassonografia
15.
AJR Am J Roentgenol ; 180(3): 577-84, 2003 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-12591657

RESUMO

OBJECTIVE: The aim of our study was to determine the sensitivity of double-contrast MR imaging in the detection of hepatocellular carcinomas in patients with a cirrhotic liver. SUBJECTS AND METHODS: Thirty-one patients underwent double-contrast MR imaging and subsequent liver transplantation. Breath-hold T1- and T2-weighted MR images were obtained before and after administration of superparamagnetic iron oxide, and three-dimensional T1-weighted gradient-recalled echo MR images were obtained 10, 40, and 120 sec after a bolus injection of gadolinium. Hypervascular lesions that failed to take up superparamagnetic iron oxide were regarded as showing typical characteristics of hepatocellular carcinoma; lesions that had only one of these two characteristics (either hypervascularity or failure to take up superparamagnetic iron oxide) were regarded as highly suspicious for hepatocellular carcinoma. Radiology reports were correlated with pathology reports for the explanted livers. RESULTS: Thirty-two hepatocellular carcinomas were found in 14 of the 31 patients. Combining the number of MR imaging reports citing lesions that were "typical of hepatocellular carcinoma" with the number of those citing lesions that were "highly suspicious," we found that for 25 of 32 lesions, an accurate MR imaging diagnosis of hepatocellular carcinoma was made (overall sensitivity, 78%). These lesions included 10 of the 11 lesions that were larger than 20 mm (sensitivity, 91%), 12 of the 13 lesions that were 11-20 mm (sensitivity, 92%), and three of the eight lesions that were 10 mm or less (sensitivity, 38%). Nineteen (76%) of 25 lesions had characteristics considered typical of hepatocellular carcinoma; the remaining six lesions either failed to take up superparamagnetic iron oxide and were hypovascular or were hypervascular but showed some uptake of superparamagnetic iron oxide. CONCLUSION: In patients with a cirrhotic liver, double-contrast MR imaging is highly sensitive in the diagnosis of hepatocellular carcinomas of 10 mm or larger, but success in the identification of tumors smaller than 10 mm is still limited.


Assuntos
Carcinoma Hepatocelular/patologia , Cirrose Hepática/patologia , Neoplasias Hepáticas/patologia , Imageamento por Ressonância Magnética , Adulto , Idoso , Carcinoma Hepatocelular/etiologia , Reações Falso-Negativas , Reações Falso-Positivas , Feminino , Humanos , Cirrose Hepática/complicações , Neoplasias Hepáticas/etiologia , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Sensibilidade e Especificidade
16.
AMIA Annu Symp Proc ; : 460-4, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-14728215

RESUMO

We present an initial analysis of the National Library of Medicine's (NLM) Gene Indexing initiative. Gene Indexing occurs at the time of indexing for all 4600 journals and over 500,000 articles added to PubMed/MEDLINE each year. Gene Indexing links articles about the basic biology of a gene or protein within eight model organisms to a specific record in the NLM's LocusLink database of gene products. The result is an entry called a Gene Reference Into Function (GeneRIF) within the LocusLink database. We analyzed the numbers of GeneRIFs produced in the first year of GeneRIF production. 27,645 GeneRIFs were produced, pertaining to 9126 loci over eight model organisms. 60% of these were associated with human genes and 27% with mouse genes. About 80% discuss genes with an established MeSH Heading or other MeSH term. We developed a prototype functional alerting system for researchers based on the GeneRIFs, and a strategy to find all of the literature related to genes. We conclude that the Gene Indexing initiative adds considerable value to the life sciences research community.


Assuntos
Indexação e Redação de Resumos , Bases de Dados Genéticas , Medical Subject Headings , Animais , Humanos , Armazenamento e Recuperação da Informação , MEDLINE , National Library of Medicine (U.S.) , PubMed , Estados Unidos
17.
Radiology ; 228(3): 709-18, 2003 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-12888620

RESUMO

PURPOSE: To compare the accuracy of four breath-hold magnetic resonance (MR) imaging sequences to establish the most effective superparamagnetic iron oxide (SPIO)-enhanced sequence for detection of colorectal hepatic metastases. MATERIALS AND METHODS: Thirty-one patients with colorectal hepatic metastases underwent T1-weighted gradient-echo (GRE) and T2-weighted fast spin-echo (FSE) MR imaging before and after SPIO enhancement. Four sequences were optimized for lesion detection: T2-weighted FSE, multiecho data image combination (MEDIC), T2-weighted GRE with an 11-msec echo time (TE), and T2-weighted GRE with a 15-msec TE. Images were reviewed independently by three blinded observers. The accuracy of each sequence was measured by using alternative free-response receiver operating characteristic analysis. All results were correlated with findings at surgery, intraoperative ultrasonography, or histopathologic examination. Differences between the mean results of the three observers were measured by using the Student t test. RESULTS: Postcontrast T2-weighted GRE sequences were the most accurate and were significantly superior to postcontrast T2-weighted FSE and unenhanced sequences alone (P <.05). For all lesions that were malignant or smaller than 1 cm, respectively, mean accuracies of postcontrast sequences were 0.082 and 0.64 for T2-weighted FSE, 0.90 and 0.78 for MEDIC, 0.92 and 0.80 for GRE with an 11-msec TE, 0.93 and 0.82 for GRE with a 15-msec TE, and 0.81 and 0.62 for unenhanced sequences. CONCLUSION: Optimized SPIO-enhanced T2-weighted GRE combined with unenhanced T2-weighted FSE MR sequences were the most sensitive. Breath-hold FSE postcontrast sequences offer no improvement in sensitivity compared with unenhanced sequences alone.


Assuntos
Neoplasias Colorretais/patologia , Compostos Férricos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/secundário , Imageamento por Ressonância Magnética/métodos , Meios de Contraste , Reações Falso-Negativas , Reações Falso-Positivas , Humanos , Aumento da Imagem/métodos , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/patologia , Neoplasias Hepáticas/cirurgia , Variações Dependentes do Observador , Curva ROC , Sensibilidade e Especificidade , Tomografia Computadorizada por Raios X , Ultrassonografia
18.
Radiology ; 231(1): 101-8, 2004 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-14990819

RESUMO

PURPOSE: To establish the accuracy of magnetic resonance (MR) cholangiography for diagnosis of postsurgical bile duct strictures. MATERIALS AND METHODS: Sixty-seven patients suspected of having bile duct strictures after liver transplantation (n = 54), cholecystectomy (n = 8), hepatic resection (n = 4), or pancreaticoduodenectomy (n = 1) underwent MR cholangiography. Thick-slab single-shot fast spin-echo (repetition time msec/echo time msec, 4,500/940) imaging was performed in the coronal through sagittal planes with rotation in 10 degrees increments, and contiguous thin-section images were obtained in the transverse and the optimal coronal oblique planes by using half-Fourier rapid acquisition with relaxation enhancement (1,900/96). Three blinded observers independently reviewed the MR images and recorded diagnostic features including presence of biliary stricture by using a five-point confidence scale. Receiver operating characteristic analysis was used to measure the accuracy of MR cholangiography. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated. Final diagnosis was established at surgery (n = 29) and direct cholangiography (23 of 29) or at direct cholangiography, liver biopsy, and/or serial liver function tests (n = 38). RESULTS: Thirty-three of 67 patients had strictures confirmed with the reference standard. MR cholangiography enabled correct diagnosis and depicted the site of strictures in all cases. Findings of stricture at MR cholangiography were false-positive in five patients with moderate duct dilatation and caliber change at the level of the anastomosis. Mean accuracy, sensitivity, specificity, PPV, and NPV were 94%, 97%, 74%, 86%, and 96%, respectively. CONCLUSION: MR cholangiography is as sensitive as direct cholangiography for the assessment of bile duct strictures after hepatobiliary surgery but may lead to overestimation of the importance of duct dilatation and caliber change.


Assuntos
Doenças dos Ductos Biliares/diagnóstico por imagem , Ducto Colédoco/patologia , Ducto Colédoco/cirurgia , Procedimentos Cirúrgicos do Sistema Digestório , Complicações Pós-Operatórias/diagnóstico por imagem , Adulto , Idoso , Anastomose Cirúrgica , Doenças dos Ductos Biliares/epidemiologia , Ductos Biliares Intra-Hepáticos/patologia , Ductos Biliares Intra-Hepáticos/cirurgia , Colangiografia , Constrição Patológica/diagnóstico por imagem , Constrição Patológica/epidemiologia , Dilatação Patológica/diagnóstico por imagem , Dilatação Patológica/epidemiologia , Reações Falso-Positivas , Feminino , Vesícula Biliar/patologia , Vesícula Biliar/cirurgia , Ducto Hepático Comum/patologia , Ducto Hepático Comum/cirurgia , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Complicações Pós-Operatórias/epidemiologia , Valor Preditivo dos Testes , Sensibilidade e Especificidade , Índice de Gravidade de Doença , Resultado do Tratamento
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