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1.
Radiology ; 304(3): 516-526, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35608442

RESUMEN

A 60-year-old woman presented with intermittent abdominal pain, an elevated serum CA-125 level, and an abnormal CT examination and was ultimately diagnosed with advanced-stage high-grade serous ovarian cancer. Key tumor locations on CT scans that should be highlighted by the radiologist to guide treatment selection are discussed.


Asunto(s)
Cistadenocarcinoma Seroso , Neoplasias Ováricas , Radiología , Cirujanos , Carcinoma Epitelial de Ovario , Cistadenocarcinoma Seroso/patología , Cistadenocarcinoma Seroso/cirugía , Femenino , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/diagnóstico por imagen , Neoplasias Ováricas/cirugía , Tomografía Computarizada por Rayos X
2.
Ann Surg Oncol ; 29(13): 8373-8382, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35930112

RESUMEN

BACKGROUND: Immune checkpoint blockade (ICI) of programmed cell death protein 1 (PD-1) or PD-1 ligand (PD-L1) can induce durable responses in patients who have colorectal cancer (CRC) with a high tumor mutational burden (TMB). Two recurring clinical dilemmas show how to manage oligoprogressive disease and stable disease after ICI. METHODS: A cohort study was conducted to analyze patients with metastatic CRC who underwent PD-1 or PD-L1 blockade. Tumors were mismatch repair (MMR) deficient or had more than 25 mutations per megabase. Patients were identified who had local therapy (surgery, ablation, or radiotherapy) for one to three sites of progressive disease (PD) or surgery to consolidate SD. The study evaluated clinical and biologic factors associated with patient selection, outcomes, and pathologic response rates. RESULTS: From 2014 to 2020, treatment was administered to 111 patients with ICI. Of these 111 patients, 19 (17%) survived fewer than 6 months, whereas to date, 50 have not had progression of disease. The remaining 42 patients experienced PD, and 16 (38%) were treated with local therapy for oligoprogression. Selection for local therapy was associated with response to ICI. The 2-year progression-free survival (PFS) after local therapy was 62%. Finally, 6 of the 50 patients without PD had consolidation of SD, and 5 had complete or near complete pathologic responses. CONCLUSIONS: Oligoprogression, a frequent pattern of failure after ICI, can be managed effectively with local therapy. In contrast, it may not be necessary to consolidate SD for selected patients. Further research is essential to define management algorithms better and to explore heterogeneity in response patterns.


Asunto(s)
Neoplasias Colorrectales , Neoplasias Pulmonares , Humanos , Receptor de Muerte Celular Programada 1/genética , Antígeno B7-H1/metabolismo , Ligandos , Estudios de Cohortes , Recurrencia Local de Neoplasia , Mutación , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Neoplasias Pulmonares/patología
3.
MAGMA ; 35(4): 503-521, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35294642

RESUMEN

There has been an increasing role of magnetic resonance imaging (MRI) in the management of prostate cancer. MRI already plays an essential role in the detection and staging, with the introduction of functional MRI sequences. Recent advancements in radiomics and artificial intelligence are being tested to potentially improve detection, assessment of aggressiveness, and provide usefulness as a prognostic marker. MRI can improve pretreatment risk stratification and therefore selection of and follow-up of patients for active surveillance. MRI can also assist in guiding targeted biopsy, treatment planning and follow-up after treatment to assess local recurrence. MRI has gained importance in the evaluation of metastatic disease with emerging technology including whole-body MRI and integrated positron emission tomography/MRI, allowing for not only better detection but also quantification. The main goal of this article is to review the most recent advances on MRI in prostate cancer and provide insights into its potential clinical roles from the radiologist's perspective. In each of the sections, specific roles of MRI tailored to each clinical setting are discussed along with its strengths and weakness including already established material related to MRI and the introduction of recent advancements on MRI.


Asunto(s)
Inteligencia Artificial , Neoplasias de la Próstata , Biopsia , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Tomografía de Emisión de Positrones , Neoplasias de la Próstata/diagnóstico por imagen , Neoplasias de la Próstata/patología
5.
Hematol Oncol Clin North Am ; 38(3): 711-730, 2024 06.
Artículo en Inglés | MEDLINE | ID: mdl-38575457

RESUMEN

Accurate imaging is key for the diagnosis and treatment of esophageal and gastroesophageal junction cancers . Current imaging modalities, such as computed tomography (CT) and 18F-FDG (2-deoxy-2-[18F]fluoro-D-glucose) positron emission tomography (PET)/CT, have limitations in accurately staging these cancers. MRI shows promise for T staging and residual disease assessment. Novel PET tracers, like FAPI, FLT, and hypoxia markers, offer potential improvements in diagnostic accuracy. 18F-FDG PET/MRI combines metabolic and anatomic information, enhancing disease evaluation. Radiomics and artificial intelligence hold promise for early detection, treatment planning, and response assessment. Theranostic nanoparticles and personalized medicine approaches offer new avenues for cancer therapy.


Asunto(s)
Neoplasias Esofágicas , Unión Esofagogástrica , Humanos , Neoplasias Esofágicas/diagnóstico por imagen , Neoplasias Esofágicas/diagnóstico , Neoplasias Esofágicas/terapia , Neoplasias Esofágicas/patología , Unión Esofagogástrica/diagnóstico por imagen , Unión Esofagogástrica/patología , Fluorodesoxiglucosa F18 , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Estadificación de Neoplasias , Imagen por Resonancia Magnética/métodos , Neoplasias Gástricas/diagnóstico por imagen , Neoplasias Gástricas/diagnóstico , Neoplasias Gástricas/patología
6.
Sci Rep ; 14(1): 13079, 2024 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-38844507

RESUMEN

As patient exposure to ionizing radiation from medical imaging and its risks are continuing issues, this study aimed to evaluate DNA damage and repair markers after myocardial perfusion single-photon emission computed tomography (MPS). Thirty-two patients undergoing Tc-99m sestamibi MPS were studied. Peripheral blood was collected before radiotracer injection at rest and 60-90 min after injection. The comet assay (single-cell gel electrophoresis) was performed with peripheral blood cells to detect DNA strand breaks. Three descriptors were evaluated: the percentage of DNA in the comet tail, tail length, and tail moment (the product of DNA tail percentage and tail length). Quantitative PCR (qPCR) was performed to evaluate the expression of five genes related to signaling pathways in response to DNA damage and repair (ATM, ATR, BRCA1, CDKN1A, and XPC). Mann-Whitney's test was employed for statistical analysis; p < 0.05 was considered significant. Mean Tc-99m sestamibi dose was 15.1 mCi. After radiotracer injection, comparing post-exposure to pre-exposure samples of each of the 32 patients, no statistically significant differences of the DNA percentage in the tail, tail length or tail moment were found. qPCR revealed increased expression of BRCA1 and XPC, without any significant difference regarding the other genes. No significant increase in DNA strand breaks was detected after a single radiotracer injection for MPS. There was activation of only two repair genes, which may indicate that, in the current patient sample, the effects of ionizing radiation on the DNA were not large enough to trigger intense repair responses, suggesting the absence of significant DNA damage.


Asunto(s)
Daño del ADN , Reparación del ADN , Tomografía Computarizada de Emisión de Fotón Único , Humanos , Femenino , Masculino , Tomografía Computarizada de Emisión de Fotón Único/métodos , Reparación del ADN/genética , Persona de Mediana Edad , Anciano , Tecnecio Tc 99m Sestamibi , Imagen de Perfusión Miocárdica/métodos , Proteína BRCA1/genética , Ensayo Cometa
7.
Int J Radiat Oncol Biol Phys ; 120(1): 120-129, 2024 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-38462017

RESUMEN

PURPOSE: To evaluate the diagnostic performance of diffusion-weighted imaging (DWI) in the 6-month interval post chemoradiation therapy (CRT) in determining persistent disease and whether persistent diffusion restriction on DWI at 6 months is associated with overall survival; and secondarily, to investigate the accuracy of pelvic lymph node assessment on T2-weighted imaging and DWI in the 6-month interval post CRT, in patients with squamous cell carcinoma of the anus. METHODS AND MATERIALS: This retrospective study included patients with squamous cell carcinoma of the anus who underwent CRT followed by restaging rectal MRI from January 2010 to April 2020, with ≥1 year of follow-up after CRT. DW images were qualitatively evaluated by 2 junior and 2 senior abdominal radiologists to determine anal persistent disease. The reference standard for anal persistent disease was digital rectal examination/endoscopy and histopathology. Diagnostic performance was estimated using sensitivity, specificity, negative predictive value, and positive predictive value. Survival outcomes were evaluated via Kaplan-Meier analysis, and associations between survival outcomes and DWI status were tested for significance using the log-rank test. Additionally, DW and T2-weighted images were evaluated to determine lymph node status. RESULTS: Among 84 patients (mean age, 63 ± 10.2 years; 64/84 [76%] female), 14 of 84 (17%) had confirmed persistent disease. Interreader agreement on DWI between all 4 radiologists was moderate (Light's κ = 0.553). Overall, DWI had a sensitivity of 71.4%, specificity of 72.1%, positive predictive value of 34.5%, and negative predictive value of 92.5%. Patients with a negative DWI showed better survival than patients with a positive DWI (3-year overall survival of 92% vs 79% and 5-year overall survival of 87% vs 74%), although the difference did not reach statistical significance (P = .063). All patients with suspicious lymph nodes (14/14, 100%) showed negative pathology or decreased size during follow-up. CONCLUSIONS: At 6 months post CRT, DWI showed value in excluding anal persistent disease. Persistent diffusion restriction on DWI was not significantly associated with overall survival. Pelvic nodal assessment on DWI and T2-weighted imaging was limited in predicting persistent nodal metastases.


Asunto(s)
Neoplasias del Ano , Carcinoma de Células Escamosas , Quimioradioterapia , Imagen de Difusión por Resonancia Magnética , Pelvis , Humanos , Masculino , Imagen de Difusión por Resonancia Magnética/métodos , Femenino , Persona de Mediana Edad , Neoplasias del Ano/diagnóstico por imagen , Neoplasias del Ano/terapia , Neoplasias del Ano/patología , Neoplasias del Ano/mortalidad , Carcinoma de Células Escamosas/terapia , Carcinoma de Células Escamosas/diagnóstico por imagen , Carcinoma de Células Escamosas/patología , Carcinoma de Células Escamosas/mortalidad , Estudios Retrospectivos , Anciano , Pelvis/diagnóstico por imagen , Ganglios Linfáticos/diagnóstico por imagen , Ganglios Linfáticos/patología , Factores de Tiempo , Imagen por Resonancia Magnética/métodos , Metástasis Linfática/diagnóstico por imagen , Adulto
8.
Clin Imaging ; 110: 110166, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38669916

RESUMEN

Rectal cancer management has evolved over the past decade with the emergence of total neoadjuvant therapy (TNT). For select patients who achieve a clinical complete response following TNT, organ preservation by means of the watch-and-wait (WW) strategy is an increasingly adopted alternative that preserves rectal function and quality of life without compromising oncologic outcomes. Recently, published 5-year results from the OPRA trial demonstrated that organ preservation can be achieved in approximately half of patients managed with the WW strategy, with most local regrowth events occurring within two years. Considering the potential for local regrowth, the implementation of the WW strategy mandates rigorous clinical and radiographic surveillance. Magnetic resonance imaging (MRI) serves as the conventional imaging modality for local staging and surveillance of rectal cancer given its excellent soft-tissue resolution. This review will discuss the current evidence for the WW strategy and the role of restaging rectal MRI in determining patient eligibility for this strategy. Restaging rectal MRI acquisition parameters and treatment response assessment, including important factors to assess, pitfalls, and classification systems, will be discussed in the context of the WW strategy.


Asunto(s)
Imagen por Resonancia Magnética , Terapia Neoadyuvante , Neoplasias del Recto , Espera Vigilante , Humanos , Neoplasias del Recto/diagnóstico por imagen , Neoplasias del Recto/terapia , Neoplasias del Recto/patología , Terapia Neoadyuvante/métodos , Imagen por Resonancia Magnética/métodos , Espera Vigilante/métodos , Estadificación de Neoplasias , Resultado del Tratamiento
9.
World J Gastroenterol ; 29(1): 43-60, 2023 Jan 07.
Artículo en Inglés | MEDLINE | ID: mdl-36683711

RESUMEN

Given the frequent co-existence of an aggressive tumor and underlying chronic liver disease, the management of hepatocellular carcinoma (HCC) patients requires experienced multidisciplinary team discussion. Moreover, imaging plays a key role in the diagnosis, staging, restaging, and surveillance of HCC. Currently, imaging assessment of HCC entails the assessment of qualitative characteristics which are prone to inter-reader variability. Radiomics is an emerging field that extracts high-dimensional mineable quantitative features that cannot be assessed visually with the naked eye from medical imaging. The main potential applications of radiomic models in HCC are to predict histology, response to treatment, genetic signature, recurrence, and survival. Despite the encouraging results to date, there are challenges and limitations that need to be overcome before radiomics implementation in clinical practice. The purpose of this article is to review the main concepts and challenges pertaining to radiomics, and to review recent studies and potential applications of radiomics in HCC.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/diagnóstico por imagen , Carcinoma Hepatocelular/terapia , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/terapia , Diagnóstico por Imagen , Estudios Retrospectivos
10.
J Clin Med ; 13(1)2023 Dec 28.
Artículo en Inglés | MEDLINE | ID: mdl-38202179

RESUMEN

Rectal cancer presents significant diagnostic and therapeutic challenges, with neoadjuvant therapy playing a pivotal role in improving resectability and patient outcomes. MRI serves as a critical tool in assessing treatment response. However, differentiating viable tumor tissue from therapy-induced changes on MRI remains a complex task. In this comprehensive review, we explore treatment options for rectal cancer based on resectability status, focusing on the role of MRI in guiding therapeutic decisions. We delve into the nuances of MRI-based evaluation of treatment response following neoadjuvant therapy, paying particular attention to emerging techniques like radiomics. Drawing from our insights based on the literature, we provide essential recommendations for post-neoadjuvant therapy management of rectal cancer, all within the context of MRI-based findings.

11.
Surg Oncol ; 43: 101739, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35339339

RESUMEN

Magnetic resonance imaging (MRI) has gained increasing importance in the management of rectal cancer over the last two decades. The role of MRI in patients with rectal cancer has expanded beyond the tumor-node-metastasis (TNM) system in both staging and restaging scenarios and has contributed to identifying "high" and "low" risk features that can be used to tailor and personalize patient treatment; for instance, selecting the patients for neoadjuvant chemoradiation (NCRT) before the total mesorectal excision (TME) surgery based on risk of recurrence. Among those features, the status of the circumferential resection margin (CRM), extramural vascular invasion (EMVI), and tumor deposits (TD) have stood out. Moreover, MRI also has played a role in surgical planning, especially when the tumor is located in the low rectum, when the relationship between tumor and the anal canal is important to choose the best surgical approach, and in cases of locally advanced or recurrent tumors invading adjacent pelvic organs that may require more complex surgeries such as pelvic exenteration. As approaches using organ preservation emerge, including transanal local excision and "watch-and-wait", MRI may help in the patient selection for those treatments, follow up, and detection of tumor regrowth. Additionally, potential MRI-based prognostic and predictive biomarkers, such as quantitative and semi-quantitative metrics derived from functional sequences like diffusion-weighted imaging (DWI) and dynamic contrast-enhanced (DCE), and radiomics, are under investigation. This review provides an overview of the current role of MRI in rectal cancer in staging and restaging and highlights the main areas under investigation and future perspectives.


Asunto(s)
Recurrencia Local de Neoplasia , Neoplasias del Recto , Humanos , Imagen por Resonancia Magnética , Terapia Neoadyuvante/métodos , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Neoplasias del Recto/diagnóstico por imagen , Neoplasias del Recto/patología , Neoplasias del Recto/terapia , Recto/patología , Recto/cirugía
12.
J Med Imaging Radiat Oncol ; 66(5): 643-646, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34850582

RESUMEN

We report a case of a 47-year-old woman with a history of acral lentiginous melanoma, left great toe subungual primary, metastatic to the lungs, brain, and spleen, presenting with lower urinary tract symptoms. She had also palpated and removed a dark mass from her vaginal canal. Magnetic resonance imaging (MRI) showed polypoidal lesions within the urinary bladder and the endometrium. The suspected differential diagnosis was endometrial and bladder melanoma metastases, based on her cancer history and MRI findings. The patient underwent cystoscopy with transurethral resection of the bladder tumor and endometrial biopsy, and pathology was consistent with metastatic melanoma. Bladder and endometrial metastatic lesions are exceedingly rare. Herein, we describe an unusual case of metastatic melanoma concurrent to the urinary bladder and endometrium.


Asunto(s)
Melanoma , Neoplasias Primarias Secundarias , Neoplasias Cutáneas , Neoplasias de la Vejiga Urinaria , Endometrio/patología , Femenino , Humanos , Melanoma/diagnóstico por imagen , Melanoma/patología , Persona de Mediana Edad , Neoplasias Cutáneas/patología , Vejiga Urinaria/diagnóstico por imagen , Neoplasias de la Vejiga Urinaria/diagnóstico por imagen
13.
Clin Imaging ; 86: 98-102, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35429830

RESUMEN

PURPOSE: To evaluate the frequency and clinical outcome of unknown extracolonic findings in patients with cancer who underwent CT colonography (CTC). METHODS: Consecutive patients who underwent CTC from February 2000-April 2016 for any indication were retrospectively included. One radiologist blinded to clinical data determined C-RADS classification for all extracolonic findings on CTC reports as follows: E1: normal examination or anatomic variant, E2: clinically unimportant, E3: likely unimportant, incompletely characterized, and E4: potentially important. Another radiologist performed an unblinded review of medical records and determined if E4 findings were previously known or new, and classified new E4 findings as clinically important or unimportant on follow-up. RESULTS: Of 855 patients, 686/855 (80.2%) had a normal examination or clinically unimportant extracolonic findings (E1 and E2) and 169/855 (19.8%) had E3-E4 extracolonic findings [99/855 (11.6%) patients had known E4 findings and 102/855 (11.9%) patients had new E4 findings]. On follow-up, among new E4 findings, 71/855 (8.3%) patients had clinically important findings, 66/855 (7.7%) had a malignant outcome previously unknown by the referring physician, and 5/855 (0.6%) had other complications, including bowel obstruction and cirrhosis. Regarding new oncological findings, new extracolonic primary tumors were detected in 13/855 (1.5%) patients, corresponding to 12.7% (13/102) of the new E4 findings. The proportion of new E4 findings on CTC with and without intravenous contrast was not significantly different [41/320 (12.8%) vs 61/535 (11.4%), p = 0.612]. CONCLUSION: Among oncological patients, detection of new significant E4 extracolonic findings at CTC occurred in 8.3% of all cases, including unknown cancers in 1.5%.


Asunto(s)
Colonografía Tomográfica Computarizada , Neoplasias Colorrectales , Neoplasias , Neoplasias Colorrectales/diagnóstico por imagen , Hospitales , Humanos , Hallazgos Incidentales , Estudios Retrospectivos
14.
Clin Imaging ; 82: 141-149, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34826772

RESUMEN

Radiomics using rectal MRI radiomics has emerged as a promising approach in predicting pathological complete response. In this study, we present a typical pipeline of a radiomics analysis and review recent studies, exploring applications, development of radiomics methodologies and model construction in pCR prediction. Finally, we will offer our opinion about the future and discuss the next steps of rectal MRI radiomics for predicting pCR.


Asunto(s)
Neoplasias del Recto , Quimioradioterapia , Humanos , Imagen por Resonancia Magnética , Terapia Neoadyuvante , Neoplasias del Recto/diagnóstico por imagen , Estudios Retrospectivos
15.
Abdom Radiol (NY) ; 47(8): 2770-2782, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35710951

RESUMEN

PURPOSE: To evaluate an MRI-based radiomic texture classifier alone and combined with radiologist qualitative assessment in predicting pathological complete response (pCR) using restaging MRI with internal training and external validation. METHODS: Consecutive patients with locally advanced rectal cancer (LARC) who underwent neoadjuvant therapy followed by total mesorectal excision from March 2012 to February 2016 (Memorial Sloan Kettering Cancer Center/internal dataset, n = 114, 41% female, median age = 55) and July 2014 to October 2015 (Instituto do Câncer do Estado de São Paulo/external dataset, n = 50, 52% female, median age = 64.5) were retrospectively included. Two radiologists (R1, senior; R2, junior) independently evaluated restaging MRI, classifying patients (radiological complete response vs radiological partial response). Model A (n = 33 texture features), model B (n = 91 features including texture, shape, and edge features), and two combination models (model A + B + R1, model A + B + R2) were constructed. Pathology served as the reference standard for neoadjuvant treatment response. Comparison of the classifiers' AUCs on the external set was done using DeLong's test. RESULTS: Models A and B had similar discriminative ability (P = 0.3; Model B AUC = 83%, 95% CI 70%-97%). Combined models increased inter-reader agreement compared with radiologist-only interpretation (κ = 0.82, 95% CI 0.70-0.89 vs k = 0.25, 95% CI 0.11-0.61). The combined model slightly increased junior radiologist specificity, positive predictive value, and negative predictive values (93% vs 90%, 57% vs 50%, and 91% vs 90%, respectively). CONCLUSION: We developed and externally validated a combined model using radiomics and radiologist qualitative assessment, which improved inter-reader agreement and slightly increased the diagnostic performance of the junior radiologist in predicting pCR after neoadjuvant treatment in patients with LARC.


Asunto(s)
Inteligencia Artificial , Neoplasias del Recto , Brasil , Quimioradioterapia , Femenino , Humanos , Imagen por Resonancia Magnética , Espectroscopía de Resonancia Magnética , Masculino , Persona de Mediana Edad , Radiólogos , Neoplasias del Recto/diagnóstico por imagen , Neoplasias del Recto/patología , Neoplasias del Recto/terapia , Estudios Retrospectivos , Resultado del Tratamiento
16.
Rev Bras Enferm ; 63(4): 567-73, 2010.
Artículo en Portugués | MEDLINE | ID: mdl-20835661

RESUMEN

Qualitative study whose research subjects were the members of a Health Family Strategy. and has as purpose to know their perspectives about health education and presents them through the dialogical conception of Paulo Freire. In the circles of culture, four themes emerged: family health team, health education, health education practice in team work and how to improve the stock of existing health education, were encode, decode and critically unveiled its concepts, challenges, opportunities and expectations of their educational practices. The field research was the development of a Primary Care Unit of Health of Cachoeira do Campo, Minas Gerais. The results showed that health education is recognized by the subjects as a liability, but its practice is facing cultural barriers, and receives little emphasis in the daily work.


Asunto(s)
Salud de la Familia , Enfermería de la Familia , Educación en Salud , Grupo de Enfermería
17.
Eur J Radiol ; 113: 174-181, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30927944

RESUMEN

OBJECTIVE: To investigate associations between genetic mutations and qualitative as well as quantitative features on MRI in rectal adenocarcinoma at primary staging. METHODS: In this retrospective study, patients with rectal adenocarcinoma, genome sequencing, and pretreatment rectal MRI were included. Statistical analysis was performed to evaluate associations between qualitative features obtained from subjective evaluation of rectal MRI and gene mutations as well as between quantitative textural features and gene mutations. For the qualitative evaluation, Fisher's Exact test was used to analyze categorical associations and Wilcoxon Rank Sum test was used for continuous clinical variables. For the quantitative evaluation, we performed manual segmentation of T2-weighted images for radiomics-based quantitative image analysis. Thirty-four texture features consisting of first order intensity histogram-based features (n = 4), second order Haralick textures (n = 5), and Gabor-edge based Haralick textures were computed at two different orientations. Consensus clustering was performed with 34 computed texture features using the K-means algorithm with Euclidean distance between the texture features. The clusters resulting from the algorithm were then used to enumerate the prevalence of gene mutations in those clusters. RESULTS: In 65 patients, 45 genes were mutated in more than 3/65 patients (5%) and were included in the statistical analysis. Regarding qualitative imaging features, on univariate analysis, tumor location was significantly associated with APC (p = 0.032) and RASA1 mutation (p = 0.032); CRM status was significantly associated with ATM mutation (p = 0.021); and lymph node metastasis was significantly associated with BRCA2 (p = 0.046) mutation. However, these associations were not significant after adjusting for multiple comparisons. Regarding quantitative imaging features, Cluster C1 had tumors with higher mean Gabor edge intensity compared with cluster C2 (θ = 0°, p = 0.018; θ = 45°, p = 0.047; θ = 90°, p = 0.037; cluster C3 (θ = 0°, p = 0.18; θ = 45°, p = 0.1; θ = 90°, p = 0.052), and cluster C4 (θ = 0°, p = 0.016; θ = 45°, p = 0.033; θ = 90°, p = 0.014) suggesting that the cluster C1 had tumors with more distinct edges or heterogeneous appearance compared with other clusters. CONCLUSIONS: Although this preliminary study showed promising associations between quantitative features and genetic mutations, it did not show any correlation between qualitative features and genetic mutations. Further studies with larger sample size are warranted to validate our preliminary data.


Asunto(s)
Adenocarcinoma/patología , Mutación/genética , Medicina de Precisión , Neoplasias del Recto/patología , Adenocarcinoma/genética , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Genes Relacionados con las Neoplasias/genética , Genómica/métodos , Humanos , Metástasis Linfática , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Neoplasias del Recto/genética , Estudios Retrospectivos
18.
Radiol Bras ; 47(3): XI-XIII, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25741084
19.
Rev. bras. enferm ; Rev. bras. enferm;63(4): 567-573, jul.-ago. 2010.
Artículo en Portugués | LILACS, BDENF - Enfermería | ID: lil-557385

RESUMEN

Estudo qualitativo cujos sujeitos de pesquisa foram os membros de uma equipe da estratégia de saúde da família, e teve como objetivo conhecer suas perspectivas sobre a educação em saúde e problematizá-las por meio da concepção dialógica de Paulo Freire. Nos círculos de cultura, os quatro temas geradores: equipe de saúde da família; educação em saúde; prática da educação em saúde no trabalho da equipe e de que maneira melhorar as ações de educação em saúde existentes, foram codificados, descodificados e desvelados criticamente seus conceitos, dificuldades, possibilidades e expectativas em relação a práticas educativas desenvolvidas. O campo de desenvolvimento da pesquisa foi uma Unidade de Atenção Básica em Saúde de Cachoeira do Campo, Minas Gerais. Os resultados demonstraram que a educação em saúde é reconhecida pelos sujeitos como uma responsabilidade, contudo sua prática se depara com entraves culturais e ainda recebe pouco destaque no cotidiano de trabalho.


Qualitative study whose research subjects were the members of a Health Family Strategy. and has as purpose to know their perspectives about health education and presents them through the dialogical conception of Paulo Freire. In the circles of culture, four themes emerged: family health team, health education, health education practice in team work and how to improve the stock of existing health education, were encode, decode and critically unveiled its concepts, challenges, opportunities and expectations of their educational practices. The field research was the development of a Primary Care Unit of Health of Cachoeira do Campo, Minas Gerais. The results showed that health education is recognized by the subjects as a liability, but its practice is facing cultural barriers, and receives little emphasis in the daily work.


Estudio cualitativo, cuyos sujetos de investigación fueron los miembros de un equipo de un programa de salud familiar, tuvo como objetivo: conocer las perspectivas del equipo sobre la educación en salud y problematizarlas a través de la concepción dialógica de Paulo Freire. En los círculos de cultura los cuatro temas generadores: equipo de salud de la família; educación em salud; practica de la educacion de la família en su trabajo diário y las maneras de mejorar la practica de la educación em la salud, fueron codificados, descodificados y develados criticamente sus conceptos, dificultades, posibilidades y expectativas en relación a sus prácticas educativas. El lugar donde se desarrolló la investigación fue una Unidad de Atención Básica en Salud de Cachoeira do Campo, Minas Gerais. Los resultados demuestraran que la educación en salud es reconocida por los sujetos como siendo una responsabilidad, sin embargo, su práctica se ve afectada por barreras culturales y poco reconocimiento en el trabajo diario.


Asunto(s)
Salud de la Familia , Enfermería de la Familia , Educación en Salud , Grupo de Enfermería
20.
Radiol. bras ; Radiol. bras;47(3): XI-XII, May-Jun/2014. graf
Artículo en Portugués | LILACS | ID: lil-713641
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