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1.
JAMA Oncol ; 9(11): 1525-1534, 2023 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-37707820

RESUMEN

Importance: Stereotactic ablative radiotherapy (SABR) is used for treating lung tumors but can cause toxic effects, including life-threatening damage to central structures. Retrospective data suggested that small tumors up to 10 cm3 in volume can be well controlled with a biologically effective dose less than 100 Gy. Objective: To assess whether individualizing lung SABR dose and fractionation by tumor size, location, and histological characteristics may be associated with local tumor control. Design, Setting, and Participants: This nonrandomized controlled trial (the iSABR trial, so named for individualized SABR) was a phase 2 multicenter trial enrolling participants from November 15, 2011, to December 5, 2018, at academic medical centers in the US and Japan. Data were analyzed from December 9, 2020, to May 10, 2023. Patients were enrolled in 3 groups according to cancer type: initial diagnosis of non-small cell lung cancer (NSCLC) with an American Joint Committee on Cancer 7th edition T1-3N0M0 tumor (group 1), a T1-3N0M0 new primary NSCLC with a history of prior NSCLC or multiple NSCLCs (group 2), or lung metastases from NSCLC or another solid tumor (group 3). Intervention: Up to 4 tumors were treated with once-daily SABR. The dose ranged from 25 Gy in 1 fraction for peripheral tumors with a volume of 0 to 10 cm3 to 60 Gy in 8 fractions for central tumors with a volume greater than 30 cm3. Main outcome: Per-group freedom from local recurrence (same-lobe recurrence) at 1 year, with censoring at time of distant recurrence, death, or loss to follow-up. Results: In total, 217 unique patients (median [IQR] age, 72 [64-80] years; 129 [59%] male; 150 [69%] current or former smokers) were enrolled (some multiple times). There were 240 treatment courses: 79 in group 1, 82 in group 2, and 79 in group 3. A total of 285 tumors (211 [74%] peripheral and 74 [26%] central) were treated. The most common dose was 25 Gy in 1 fraction (158 tumors). The median (range) follow-up period was 33 (2-109) months, and the median overall survival was 59 (95% CI, 49-82) months. Freedom from local recurrence at 1 year was 97% (90% CI, 91%-99%) for group 1, 94% (90% CI, 87%-97%) for group 2, and 96% (90% CI, 89%-98%) for group 3. Freedom from local recurrence at 5 years ranged from 83% to 93% in the 3 groups. The proportion of patients with grade 3 to 5 toxic effects was low, at 5% (including a single patient [1%] with grade 5 toxic effects). Conclusions and Relevance: The results of this nonrandomized controlled trial suggest that individualized SABR (iSABR) used to treat lung tumors may allow minimization of treatment dose and is associated with excellent local control. Individualized dosing should be considered for use in future trials. Trial Registration: ClinicalTrials.gov Identifier: NCT01463423.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Radiocirugia , Humanos , Masculino , Anciano , Femenino , Neoplasias Pulmonares/patología , Carcinoma de Pulmón de Células no Pequeñas/patología , Estudios Retrospectivos , Resultado del Tratamiento , Radiocirugia/efectos adversos , Radiocirugia/métodos
2.
Head Neck ; 44(11): 2491-2504, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-35920790

RESUMEN

BACKGROUND: Metabolic response assessment for oropharyngeal squamous cell carcinoma (OPSCC) aids in identifying locoregional persistence/recurrence (LRR). The Hopkins Criteria are a standardized qualitative response assessment system using posttreatment FDG-PET/CT. METHODS: We conducted a retrospective cohort study of patients with node-positive OPSCC treated with definitive (chemo)radiotherapy. We assessed Hopkins Criteria performance for LRR, then developed and validated a competing-risks model. RESULTS: Between 2004 and 2018, 259 patients were included with median follow-up of 43 months. The Hopkins Criteria sensitivity, specificity, negative predictive value, and accuracy were 68%, 88%, 95%, and 85%. The 36-month cumulative incidence of LRR was greater with positive scores (45% vs. 5%, HR 12.60, p < 0.001). PET/CTs performed ≤10 weeks after radiotherapy were associated with a four-fold increase in pathologically negative biopsies/surgeries (36% vs. 9%, p = 0.03). The AUC for LRR was 0.89 using a model integrating the Hopkins score. CONCLUSIONS: The Hopkins Criteria predict LRR with high accuracy for OPSCC response assessment.


Asunto(s)
Neoplasias de Cabeza y Cuello , Neoplasias Orofaríngeas , Fluorodesoxiglucosa F18 , Humanos , Recurrencia Local de Neoplasia/patología , Neoplasias Orofaríngeas/diagnóstico por imagen , Neoplasias Orofaríngeas/patología , Neoplasias Orofaríngeas/radioterapia , Tomografía Computarizada por Tomografía de Emisión de Positrones , Radiofármacos , Estudios Retrospectivos , Carcinoma de Células Escamosas de Cabeza y Cuello
3.
Nat Methods ; 19(6): 759-769, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35654951

RESUMEN

Advances in multiplexed in situ imaging are revealing important insights in spatial biology. However, cell type identification remains a major challenge in imaging analysis, with most existing methods involving substantial manual assessment and subjective decisions for thousands of cells. We developed an unsupervised machine learning algorithm, CELESTA, which identifies the cell type of each cell, individually, using the cell's marker expression profile and, when needed, its spatial information. We demonstrate the performance of CELESTA on multiplexed immunofluorescence images of colorectal cancer and head and neck squamous cell carcinoma (HNSCC). Using the cell types identified by CELESTA, we identify tissue architecture associated with lymph node metastasis in HNSCC, and validate our findings in an independent cohort. By coupling our spatial analysis with single-cell RNA-sequencing data on proximal sections of the same specimens, we identify cell-cell crosstalk associated with lymph node metastasis, demonstrating the power of CELESTA to facilitate identification of clinically relevant interactions.


Asunto(s)
Neoplasias de Cabeza y Cuello , Estudios de Cohortes , Humanos , Metástasis Linfática , Carcinoma de Células Escamosas de Cabeza y Cuello
4.
PNAS Nexus ; 1(2): pgac056, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-35707206

RESUMEN

Adult salivary stem/progenitor cells (SSPC) have an intrinsic property to self-renew in order to maintain tissue architecture and homeostasis. Adult salivary glands have been documented to harbor SSPC, which have been shown to play a vital role in the regeneration of the glandular structures postradiation damage. We have previously demonstrated that activation of aldehyde dehydrogenase 3A1 (ALDH3A1) after radiation reduced aldehyde accumulation in SSPC, leading to less apoptosis and improved salivary function. We subsequently found that sustained pharmacological ALDH3A1 activation is critical to enhance regeneration of murine submandibular gland after radiation damage. Further investigation shows that ALDH3A1 function is crucial for SSPC self-renewal and survival even in the absence of radiation stress. Salivary glands from Aldh3a1 -/- mice have fewer acinar structures than wildtype mice. ALDH3A1 deletion or pharmacological inhibition in SSPC leads to a decrease in mitochondrial DNA copy number, lower expression of mitochondrial specific genes and proteins, structural abnormalities, lower membrane potential, and reduced cellular respiration. Loss or inhibition of ALDH3A1 also elevates ROS levels, depletes glutathione pool, and accumulates ALDH3A1 substrate 4-hydroxynonenal (4-HNE, a lipid peroxidation product), leading to decreased survival of murine SSPC that can be rescued by treatment with 4-HNE specific carbonyl scavengers. Our data indicate that ALDH3A1 activity protects mitochondrial function and is important for the regeneration activity of SSPC. This knowledge will help to guide our translational strategy of applying ALDH3A1 activators in the clinic to prevent radiation-related hyposalivation in head and neck cancer patients.

5.
Theranostics ; 10(25): 11707-11718, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33052242

RESUMEN

Prognostic biomarkers that can reliably predict early disease progression of non-small cell lung cancer (NSCLC) are needed for identifying those patients at high risk for progression, who may benefit from more intensive treatment. In this work, we aimed to identify an imaging signature for predicting progression-free survival (PFS) of locally advanced NSCLC. Methods: This retrospective study included 82 patients with stage III NSCLC treated with definitive chemoradiotherapy for whom both baseline and mid-treatment PET/CT scans were performed. They were randomly placed into two groups: training cohort (n=41) and testing cohort (n=41). All primary tumors and involved lymph nodes were delineated. Forty-five quantitative imaging features were extracted to characterize the tumors and involved nodes at baseline and mid-treatment as well as differences between two scans performed at these two points. An imaging signature was developed to predict PFS by fitting an L1-regularized Cox regression model. Results: The final imaging signature consisted of three imaging features: the baseline tumor volume, the baseline maximum distance between involved nodes, and the change in maximum distance between the primary tumor and involved nodes measured at two time points. According to multivariate analysis, the imaging model was an independent prognostic factor for PFS in both the training (hazard ratio [HR], 1.14, 95% confidence interval [CI], 1.04-1.24; P = 0.003), and testing (HR, 1.21, 95% CI, 1.10-1.33; P = 0.048) cohorts. The imaging signature stratified patients into low- and high-risk groups, with 2-year PFS rates of 61.9% and 33.2%, respectively (P = 0.004 [log-rank test]; HR, 4.13, 95% CI, 1.42-11.70) in the training cohort, as well as 43.8% and 22.6%, respectively (P = 0.006 [log-rank test]; HR, 3.45, 95% CI, 1.35-8.83) in the testing cohort. In both cohorts, the imaging signature significantly outperformed conventional imaging metrics, including tumor volume and SUVmax value (C-indices: 0.77-0.79 for imaging signature, and 0.53-0.73 for conventional metrics). Conclusions: Evaluation of early treatment response by combining primary tumor and nodal imaging characteristics may improve the prediction of PFS of locally advanced NSCLC patients.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/terapia , Interpretación de Imagen Asistida por Computador , Neoplasias Pulmonares/terapia , Ganglios Linfáticos/diagnóstico por imagen , Metástasis Linfática/terapia , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/patología , Quimioradioterapia/métodos , Estudios de Factibilidad , Femenino , Fluorodesoxiglucosa F18/administración & dosificación , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Metástasis Linfática/diagnóstico por imagen , Metástasis Linfática/patología , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Valor Predictivo de las Pruebas , Pronóstico , Supervivencia sin Progresión , Estudios Retrospectivos , Medición de Riesgo/métodos
6.
PLoS One ; 15(2): e0229311, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32084217

RESUMEN

Glial cell-derived neurotrophic factor (GDNF) is reported to promote the survival of neurons and salivary gland regeneration after radiation damage. This study investigated the effect of GDNF on cell migration, growth, and response to radiation in preclinical models of head and neck squamous cell carcinoma (HNSCC) and correlated GDNF expression to treatment outcomes in HNSCC patients. Our ultimate goal is to determine whether systemic administration of GDNF at high dose is safe for the management of hyposalivation or xerostomia in HNSCC patients. Three HPV-positive and three HPV-negative cell lines were examined for cell migration, growth, and clonogenic survival in vitro and tumor growth assay in vivo. Immunohistochemical staining of GDNF, its receptors GFRα1 and its co-receptor RET was performed on two independent HNSCC tissue microarrays (TMA) and correlated to treatment outcomes. Results showed that GDNF only enhanced cell migration in two HPV-positive cells at supra-physiologic doses, but not in HPV-negative cells. GDNF did not increase cell survival in the tested cell lines post-irradiation. Likewise, GDNF treatment affected neither tumor growth in vitro nor response to radiation in xenografts in two HPV-positive and two HPV-negative HNSCC models. High stromal expression of GDNF protein was associated with worse overall survival in HPV-negative HNSCC on multivariate analysis in a combined cohort of patients from Stanford University (n = 82) and Washington University (n = 189); however, the association between GDNF gene expression and worse survival was not confirmed in a separate group of HPV-negative HNSCC patients identified from the Cancer Genome Atlas (TCGA) database. Based on these data, we do not believe that GNDF is a safe systemic treatment to prevent or treat xerostomia in HNSCC and a local delivery approach such as intraglandular injection needs to be explored.


Asunto(s)
Movimiento Celular , Proliferación Celular , Regulación Neoplásica de la Expresión Génica , Factor Neurotrófico Derivado de la Línea Celular Glial/metabolismo , Neoplasias de Cabeza y Cuello/patología , Carcinoma de Células Escamosas de Cabeza y Cuello/patología , Animales , Apoptosis , Femenino , Factor Neurotrófico Derivado de la Línea Celular Glial/genética , Neoplasias de Cabeza y Cuello/metabolismo , Neoplasias de Cabeza y Cuello/terapia , Neoplasias de Cabeza y Cuello/virología , Humanos , Masculino , Ratones , Papillomaviridae/aislamiento & purificación , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/virología , Pronóstico , Carcinoma de Células Escamosas de Cabeza y Cuello/metabolismo , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Carcinoma de Células Escamosas de Cabeza y Cuello/virología , Tasa de Supervivencia , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto
8.
J Nucl Med ; 61(3): 327-336, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31420498

RESUMEN

The incidence of oropharyngeal squamous cell carcinoma (OPSCC) has been rapidly increasing. Disease stage and smoking history are often used in current clinical trials to select patients for deintensification therapy, but these features lack sufficient accuracy for predicting disease relapse. Our purpose was to develop an imaging signature to assess early response and predict outcomes of OPSCC. Methods: We retrospectively analyzed 162 OPSCC patients treated with concurrent chemoradiotherapy, equally divided into separate training and validation cohorts with similar clinical characteristics. A robust consensus clustering approach was used to spatially partition the primary tumor and involved lymph nodes into subregions (i.e., habitats) based on 18F-FDG PET and contrast CT imaging. We proposed quantitative image features to characterize the temporal volumetric change of the habitats and peritumoral/nodal tissue between baseline and midtreatment. The reproducibility of these features was evaluated. We developed an imaging signature to predict progression-free survival (PFS) by fitting an L1-regularized Cox regression model. Results: We identified 3 phenotypically distinct intratumoral habitats: metabolically active and heterogeneous, enhancing and heterogeneous, and metabolically inactive and homogeneous. The final Cox model consisted of 4 habitat evolution-based features. In both cohorts, this imaging signature significantly outperformed traditional imaging metrics, including midtreatment metabolic tumor volume for predicting PFS, with a C-index of 0.72 versus 0.67 (training) and 0.66 versus 0.56 (validation). The imaging signature stratified patients into high-risk versus low-risk groups with 2-y PFS rates of 59.1% versus 89.4% (hazard ratio, 4.4; 95% confidence interval, 1.4-13.4 [training]) and 61.4% versus 87.8% (hazard ratio, 4.6; 95% confidence interval, 1.7-12.1 [validation]). The imaging signature remained an independent predictor of PFS in multivariable analysis adjusting for stage, human papillomavirus status, and smoking history. Conclusion: The proposed imaging signature allows more accurate prediction of disease progression and, if prospectively validated, may refine OPSCC patient selection for risk-adaptive therapy.


Asunto(s)
Carcinoma de Células Escamosas/diagnóstico por imagen , Neoplasias Orofaríngeas/diagnóstico por imagen , Tomografía Computarizada por Tomografía de Emisión de Positrones , Carcinoma de Células Escamosas/patología , Progresión de la Enfermedad , Supervivencia sin Enfermedad , Femenino , Fluorodesoxiglucosa F18 , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Orofaríngeas/patología , Estudios Retrospectivos
9.
Compr Child Adolesc Nurs ; 43(4): 314-333, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31584303

RESUMEN

Families of children with congenital heart disease (CHD) can have difficulties coping with the stress of their child's condition and would benefit from assistance to cope better. To address the needs of these parents, the Australian Center for Heart Health/HeartKids Australia/Melbourne Graduate School of Education co-produced Family Coping Project was initiated. This project involved two systematic literature reviews, interviews with parents of children with CHD, and the development and piloting of a manualised parental coping program. The primary aims of the pilot study were to determine whether the program would: attract high needs families; enhance the coping self-efficacy of parents; and be acceptable to parents in terms of content and mode of delivery. The secondary aims were to investigate whether the program would impact on parental coping, parental stress and general stress. Parents completed pre-, post-program and 6-month follow up assessment measures, with parent stress scores being compared to stress scores reported for other chronic condition parent carer groups. Twenty-one parents participated and provided baseline data. They were found to be significantly more stressed than other parent carer groups. Eleven parents completed post-program data and 13 completed 6-month follow-up data. There was a significant increase in parents' coping self-efficacy from pre- to post-program, and from pre- to 6-months. Parents' use of productive coping styles increased significantly from pre- to post-program. The program was rated as highly acceptable in terms of content and delivery mode. The pilot provides strong evidence for upscaling the program in conjunction with individualized psychological support for parents to extend knowledge acquisition and attitude change into enhanced coping skills and demonstrated the benefits of a co-production process.


Asunto(s)
Adaptación Psicológica , Cardiopatías/psicología , Padres/educación , Padres/psicología , Adulto , Australia , Niño , Femenino , Cardiopatías/complicaciones , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Psicometría/instrumentación , Psicometría/métodos , Autoeficacia , Estrés Psicológico/etiología
10.
J Clin Invest ; 129(12): 5553-5567, 2019 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-31710313

RESUMEN

Immune checkpoint inhibitors (ICIs), although promising, have variable benefit in head and neck cancer (HNC). We noted that tumor galectin-1 (Gal1) levels were inversely correlated with treatment response and survival in patients with HNC who were treated with ICIs. Using multiple HNC mouse models, we show that tumor-secreted Gal1 mediates immune evasion by preventing T cell migration into the tumor. Mechanistically, Gal1 reprograms the tumor endothelium to upregulate cell-surface programmed death ligand 1 (PD-L1) and galectin-9. Using genetic and pharmacological approaches, we show that Gal1 blockade increases intratumoral T cell infiltration, leading to a better response to anti-PD1 therapy with or without radiotherapy. Our study reveals the function of Gal1 in transforming the tumor endothelium into an immune-suppressive barrier and that its inhibition synergizes with ICIs.


Asunto(s)
Antígeno B7-H1/antagonistas & inhibidores , Endotelio/fisiología , Galectina 1/fisiología , Neoplasias de Cabeza y Cuello/tratamiento farmacológico , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Linfocitos T/inmunología , Adulto , Anciano , Anciano de 80 o más Años , Animales , Antígeno B7-H1/fisiología , Femenino , Galectina 1/antagonistas & inhibidores , Galectinas/fisiología , Neoplasias de Cabeza y Cuello/inmunología , Humanos , Tolerancia Inmunológica , Inmunoterapia , Masculino , Ratones , Ratones Endogámicos C57BL , Persona de Mediana Edad , Factor de Transcripción STAT1/fisiología
11.
Clin Lung Cancer ; 20(6): 461-468.e2, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31377143

RESUMEN

INTRODUCTION: Stereotactic ablative radiotherapy (SABR) is highly effective at controlling early stage primary lung cancer and lung metastases. Although previous studies have suggested that treating multiple lung tumors with SABR is safe, post-treatment changes in respiratory function have not been analyzed in detail. PATIENTS AND METHODS: We retrospectively identified patients with 2 or more primary lung cancers or lung metastases treated with SABR and analyzed clinical outcomes and predictors of toxicity. We defined a composite respiratory decline endpoint to include increased oxygen requirement, increased dyspnea scale, or death from respiratory failure not owing to disease progression. RESULTS: A total of 86 patients treated with SABR to 203 lung tumors were analyzed. A total of 21.8% and 41.8% of patients developed composite respiratory decline at 2 and 4 years, respectively. When accounting for intrathoracic disease progression, 12.7% of patients developed composite respiratory decline at 2 years. Of the patients, 7.9% experienced grade 2 or greater radiation pneumonitis. No patient- or treatment-related factor predicted development of respiratory decline. The median overall survival was 46.9 months, and the median progression-free survival was 14.8 months. The cumulative incidence of local failure was 9.7% at 2 years. CONCLUSION: Although our results confirm that SABR is an effective treatment modality for patients with multiple lung tumors, we observed a high rate of respiratory decline after treatment, which may be owing to a combination of treatment and disease effects. Future studies may help to determine ways to avoid pulmonary toxicity from SABR.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Neoplasias Pulmonares/diagnóstico , Traumatismos por Radiación/diagnóstico , Ablación por Radiofrecuencia/métodos , Radiocirugia/métodos , Insuficiencia Respiratoria/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/radioterapia , Fraccionamiento de la Dosis de Radiación , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/radioterapia , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Pronóstico , Insuficiencia Respiratoria/etiología , Estudios Retrospectivos , Análisis de Supervivencia , Adulto Joven
12.
Commun Biol ; 2: 281, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31372520

RESUMEN

Ovarian cancer is an intra-abdominal tumor in which the presence of ascites facilitates metastatic dissemination, and associated with poor prognosis. However, the significance of metabolic alterations in ovarian cancer cells in the ascites microenvironment remains unclear. Here we show ovarian cancer cells exhibited increased aggressiveness in ascites microenvironment via reprogramming of lipid metabolism. High lipid metabolic activities are found in ovarian cancer cells when cultured in the ascites microenvironment, indicating a metabolic shift from aerobic glycolysis to ß-oxidation and lipogenesis. The reduced AMP-activated protein kinase (AMPK) activity due to the feedback effect of high energy production led to the activation of its downstream signaling, which in turn, enhanced the cancer growth. The combined treatment of low toxic AMPK activators, the transforming growth factor beta-activated kinase 1 (TAK1) and fatty acid synthase (FASN) inhibitors synergistically impair oncogenic augmentation of ovarian cancer. Collectively, targeting lipid metabolism signaling axis impede ovarian cancer peritoneal metastases.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Metabolismo de los Lípidos/efectos de los fármacos , Neoplasias Ováricas/patología , Neoplasias Peritoneales/prevención & control , Neoplasias Peritoneales/secundario , Femenino , Humanos , Microambiente Tumoral
13.
Int J Radiat Oncol Biol Phys ; 104(4): 942-952, 2019 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-30940529

RESUMEN

PURPOSE: Prognostic biomarkers of disease relapse are needed for risk-adaptive therapy of oropharyngeal cancer (OPC). This work aims to identify an imaging signature to predict distant metastasis in OPC. METHODS AND MATERIALS: This single-institution retrospective study included 140 patients treated with definitive concurrent chemoradiotherapy, for whom both pre- and midtreatment contrast-enhanced computed tomography (CT) scans were available. Patients were divided into separate training and testing cohorts. Forty-five quantitative image features were extracted to characterize tumor and involved lymph nodes at both time points. By incorporating both imaging and clinicopathological features, a random survival forest (RSF) model was built to predict distant metastasis-free survival (DMFS). The model was optimized via repeated cross-validation in the training cohort and then independently validated in the testing cohort. RESULTS: The most important features for predicting DMFS were the maximum distance among nodes, maximum distance between tumor and nodes at mid-treatment, and pretreatment tumor sphericity. In the testing cohort, the RSF model achieved good discriminability for DMFS (C-index = 0.73, P = .008), and further divided patients into 2 risk groups with different 2-year DMFS rates: 96.7% versus 67.6%. Similar trends were observed for patients with p16+ tumors and smoking ≤10 pack-years. The RSF model based on pretreatment CT features alone achieved lower performance (concordance index = 0.68, P = .03). CONCLUSIONS: Integrating tumor and nodal imaging characteristics at baseline and mid-treatment CT allows prediction of distant metastasis in OPC. The proposed imaging signature requires prospective validation and, if successful, may help identify high-risk human papillomavirus-positive patients who should not be considered for deintensification therapy.


Asunto(s)
Quimioradioterapia , Ganglios Linfáticos/diagnóstico por imagen , Neoplasias Orofaríngeas/diagnóstico por imagen , Neoplasias Orofaríngeas/terapia , Adulto , Anciano , Anciano de 80 o más Años , Medios de Contraste , Femenino , Humanos , Ganglios Linfáticos/patología , Metástasis Linfática , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Neoplasias Orofaríngeas/patología , Neoplasias Orofaríngeas/virología , Papillomaviridae/aislamiento & purificación , Estudios Retrospectivos , Tomografía Computarizada por Rayos X
14.
J Pediatr Nurs ; 40: e9-e17, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29396310

RESUMEN

PURPOSE: Studies of familial coping with a child's chronic condition have highlighted psychological distress; family functioning; and quality of life; as issues that demand coping strategies. There are conflicting findings on impact and coping and a paucity of information about the specific coping challenges for parents of a child with heart disease, with few qualitative studies in this area. The purpose of the study was to explore the way parents coped with their child's heart condition as it impacted on different domains of family functioning. DESIGN AND METHOD: In this qualitative study, interviews were held with 17 parents attending a pediatric hospital-based family support program in 2015. Fifteen of the 17 children's conditions were classified as "major". Domains covered in the interviews included: coping challenges posed at different stages of the illness trajectory, parenting, condition management, transitions, psychological impact, social support and coping strategies. Interview transcripts were coded thematically. RESULTS: Multiple points of stress and challenges to coping were identified: coping with the diagnosis, including consideration of termination; dealing with the challenges facing their child; coping with parenting including co-parenting issues; the role of social support in coping; and identification of adaptive and maladaptive coping behaviours. CONCLUSION: A large range of positive coping strategies were identified, as was the need for coping-focused psychological support throughout the parents' and children's journey. PRACTICE IMPLICATIONS: The strategies identified have formed the basis of a manualised intervention for these parents.


Asunto(s)
Cardiopatías/psicología , Relaciones Padres-Hijo , Responsabilidad Parental/psicología , Padres/psicología , Calidad de Vida/psicología , Adaptación Psicológica , Adulto , Niño , Femenino , Humanos , Masculino , Apoyo Social
15.
J Clin Nurs ; 25(11-12): 1528-47, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27080366

RESUMEN

AIMS AND OBJECTIVES: The aim of this review was to examine parent education programmes for families with children with special health care needs, to better design interventions focusing on the psychosocial aspects of living with a child's chronic condition. BACKGROUND: Studies of familial coping with children with special health care needs indicate high levels of parenting stress, with families with children with special health care needs at risk of major psychological and social disturbances and financial strain. Despite increased knowledge of the factors affecting children with special health care needs themselves, evidence for the effectiveness of preventative and treatment interventions in the form of parent education programmes remains limited. DESIGN: Systematic review using PRISMA guidelines. METHOD: Multi database Boolean searches in EBSCO Discovery Services using the search terms 'complex/special health care needs children', 'child/pediatric/congenital heart disease', 'chronic illness (including diabetes, cancer and cystic fibrosis)', 'family coping', 'siblings' AND 'parenting/family support programs' were conducted. RESULTS: Analysis of 13 included studies showed evidence for the effectiveness of both mixed-health condition and condition-specific parenting programmes delivered in a variety of modes. Three common core intervention approaches were: use of narrative therapy enabling families to tell their own stories, thus facilitating emotional processing and (co-) construction of meaning; a focus on strengthening protective factors such as enhancing parents' skills in communication, and behavioural management and provision of psycho-education to deepen parents' understanding of their child's condition and associated developmental challenges. CONCLUSION: Irrespective of the type of outcome measures used in the studies, the review showed that there were positive gains and improvements across a range of areas of family functioning such as mental health, parenting, communication and problem-solving skills postprogramme. RELEVANCE TO CLINICAL PRACTICE: Identification of what programme characteristics enhance functioning for families with children with special health care needs should encourage the design of effective interventions.


Asunto(s)
Adaptación Psicológica , Enfermedad Crónica/psicología , Educación en Salud , Necesidades y Demandas de Servicios de Salud , Padres/educación , Padres/psicología , Enfermedad Crónica/terapia , Emociones , Humanos
16.
Pediatr Cardiol ; 36(4): 695-712, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25618163

RESUMEN

Families of children with congenital heart disease (CHD) cope differently depending on individual and familial factors beyond the severity of the child's condition. Recent research has shifted from an emphasis on the psychopathology of family functioning to a focus on the resilience of families in coping with the challenges presented by a young child's condition. The increasing number of studies on the relationship between psychological adaptation, parental coping and parenting practices and quality of life in families of children with CHD necessitates an in-depth re-exploration. The present study reviews published literature in this area over the past 25 years to generate evidence to inform clinical practice, particularly to better target parent and family interventions designed to enhance family coping. Twenty-five studies were selected for inclusion, using the PRISMA guidelines. Thematic analysis identified a number of themes including psychological distress and well-being, gender differences in parental coping, and variable parenting practices and a number of subthemes. There is general agreement in the literature that families who have fewer psychosocial resources and lower levels of support may be at risk of higher psychological distress and lower well-being over time, for both parent and the child. Moreover, familial factors such as cohesiveness and adaptive parental coping strategies are necessary for successful parental adaptation to CHD in their child. The experiences, needs and ways of coping in families of children with CHD are diverse and multi-faceted. A holistic approach to early psychosocial intervention should target improved adaptive coping and enhanced productive parenting practices in this population. This should lay a strong foundation for these families to successfully cope with future uncertainties and challenges at various phases in the trajectory of the child's condition.


Asunto(s)
Adaptación Psicológica , Familia/psicología , Cardiopatías/psicología , Cardiopatías/rehabilitación , Psicoterapia/métodos , Calidad de Vida/psicología , Niño , Preescolar , Femenino , Humanos , Masculino , Padres/psicología
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