RESUMO
Accurate measurement of clonal genotypes, mutational processes, and replication states from individual tumor-cell genomes will facilitate improved understanding of tumor evolution. We have developed DLP+, a scalable single-cell whole-genome sequencing platform implemented using commodity instruments, image-based object recognition, and open source computational methods. Using DLP+, we have generated a resource of 51,926 single-cell genomes and matched cell images from diverse cell types including cell lines, xenografts, and diagnostic samples with limited material. From this resource we have defined variation in mitotic mis-segregation rates across tissue types and genotypes. Analysis of matched genomic and image measurements revealed correlations between cellular morphology and genome ploidy states. Aggregation of cells sharing copy number profiles allowed for calculation of single-nucleotide resolution clonal genotypes and inference of clonal phylogenies and avoided the limitations of bulk deconvolution. Finally, joint analysis over the above features defined clone-specific chromosomal aneuploidy in polyclonal populations.
Assuntos
Replicação do DNA/genética , Genoma Humano , Sequenciamento de Nucleotídeos em Larga Escala , Análise de Célula Única , Aneuploidia , Animais , Ciclo Celular/genética , Linhagem Celular Tumoral , Forma Celular , Sobrevivência Celular , Cromossomos Humanos/genética , Células Clonais , Elementos de DNA Transponíveis/genética , Diploide , Feminino , Genótipo , Humanos , Masculino , Camundongos , Mutação/genética , Filogenia , Polimorfismo de Nucleotídeo Único/genéticaRESUMO
How cell-to-cell copy number alterations that underpin genomic instability1 in human cancers drive genomic and phenotypic variation, and consequently the evolution of cancer2, remains understudied. Here, by applying scaled single-cell whole-genome sequencing3 to wild-type, TP53-deficient and TP53-deficient;BRCA1-deficient or TP53-deficient;BRCA2-deficient mammary epithelial cells (13,818 genomes), and to primary triple-negative breast cancer (TNBC) and high-grade serous ovarian cancer (HGSC) cells (22,057 genomes), we identify three distinct 'foreground' mutational patterns that are defined by cell-to-cell structural variation. Cell- and clone-specific high-level amplifications, parallel haplotype-specific copy number alterations and copy number segment length variation (serrate structural variations) had measurable phenotypic and evolutionary consequences. In TNBC and HGSC, clone-specific high-level amplifications in known oncogenes were highly prevalent in tumours bearing fold-back inversions, relative to tumours with homologous recombination deficiency, and were associated with increased clone-to-clone phenotypic variation. Parallel haplotype-specific alterations were also commonly observed, leading to phylogenetic evolutionary diversity and clone-specific mono-allelic expression. Serrate variants were increased in tumours with fold-back inversions and were highly correlated with increased genomic diversity of cellular populations. Together, our findings show that cell-to-cell structural variation contributes to the origins of phenotypic and evolutionary diversity in TNBC and HGSC, and provide insight into the genomic and mutational states of individual cancer cells.
Assuntos
Genômica , Mutação , Neoplasias Ovarianas , Análise de Célula Única , Neoplasias de Mama Triplo Negativas , Feminino , Humanos , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/patologia , Filogenia , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/patologiaRESUMO
High-grade serous ovarian cancer (HGSOC) is an archetypal cancer of genomic instability1-4 patterned by distinct mutational processes5,6, tumour heterogeneity7-9 and intraperitoneal spread7,8,10. Immunotherapies have had limited efficacy in HGSOC11-13, highlighting an unmet need to assess how mutational processes and the anatomical sites of tumour foci determine the immunological states of the tumour microenvironment. Here we carried out an integrative analysis of whole-genome sequencing, single-cell RNA sequencing, digital histopathology and multiplexed immunofluorescence of 160 tumour sites from 42 treatment-naive patients with HGSOC. Homologous recombination-deficient HRD-Dup (BRCA1 mutant-like) and HRD-Del (BRCA2 mutant-like) tumours harboured inflammatory signalling and ongoing immunoediting, reflected in loss of HLA diversity and tumour infiltration with highly differentiated dysfunctional CD8+ T cells. By contrast, foldback-inversion-bearing tumours exhibited elevated immunosuppressive TGFß signalling and immune exclusion, with predominantly naive/stem-like and memory T cells. Phenotypic state associations were specific to anatomical sites, highlighting compositional, topological and functional differences between adnexal tumours and distal peritoneal foci. Our findings implicate anatomical sites and mutational processes as determinants of evolutionary phenotypic divergence and immune resistance mechanisms in HGSOC. Our study provides a multi-omic cellular phenotype data substrate from which to develop and interpret future personalized immunotherapeutic approaches and early detection research.
Assuntos
Evasão da Resposta Imune , Mutação , Neoplasias Ovarianas , Feminino , Humanos , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/patologia , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/imunologia , Cistadenocarcinoma Seroso/patologia , Recombinação Homóloga , Evasão da Resposta Imune/genética , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/imunologia , Neoplasias Ovarianas/patologia , Microambiente Tumoral , Fator de Crescimento Transformador beta , Genes BRCA1 , Genes BRCA2RESUMO
BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic has had far reaching consequences on the health and well-being of the general public. Evidence from previous pandemics suggest that bariatric patients may experience increased emotional distress and difficulty adhering to healthy lifestyle changes post-surgery. OBJECTIVE: We aimed to examine the impact of the novel COVID-19 public health crisis on bariatric patients' self-management post-surgery. METHOD: In a nested-qualitative study, semi-structured telephone interviews were conducted with 23 post-operative bariatric patients who had undergone Roux-en-Y gastric bypass (RYGB) at a Canadian Bariatric Surgery Program between 2014 and 2020. A constant comparative approach was used to systematically analyze the data and identify the overarching themes. RESULTS: Participants (n = 23) had a mean age of (48.82 ± 10.03) years and most were female (n = 19). The median time post-surgery was 2 years (range: 6 months-7 years). Themes describing the impact of COVID-19 pandemic on patients' post-bariatric surgery self-management included: coping with COVID-19; vulnerability factors and physical isolation; resiliency factors during pandemic; and valuing access to support by virtual care. The need for patients to access post-operative bariatric care during COVID-19 differed based on gender and socioeconomic status. CONCLUSION: This study showed that the COVID-19 pandemic has impacted patients' ability to self-manage obesity and their mental health in a variety of ways. These findings suggest that patients may experience unique psychological distress and challenges requiring personalized care strategies to improve obesity self-care and overall well-being.
Assuntos
Cirurgia Bariátrica , COVID-19 , Acessibilidade aos Serviços de Saúde , Autogestão , Adaptação Psicológica , Adulto , Canadá , Feminino , Humanos , Masculino , Saúde Mental , Pessoa de Meia-Idade , Obesidade/cirurgia , Pandemias , Angústia Psicológica , Resiliência PsicológicaRESUMO
BACKGROUND: Circulating cell-free Epstein-Barr virus (EBV) DNA is a biomarker for nasopharyngeal carcinoma. We conducted a prospective study to investigate whether EBV DNA in plasma samples would be useful to screen for early nasopharyngeal carcinoma in asymptomatic persons. METHODS: We analyzed EBV DNA in plasma specimens to screen participants who did not have symptoms of nasopharyngeal carcinoma. Participants with initially positive results were retested approximately 4 weeks later, and those with persistently positive EBV DNA in plasma underwent nasal endoscopic examination and magnetic resonance imaging (MRI). RESULTS: A total of 20,174 participants underwent screening. EBV DNA was detectable in plasma samples obtained from 1112 participants (5.5%), and 309 (1.5% of all participants and 27.8% of those who initially tested positive) had persistently positive results on the repeated sample. Among these 309 participants, 300 underwent endoscopic examination, and 275 underwent both endoscopic examination and MRI; of these participants, 34 had nasopharyngeal carcinoma. A significantly higher proportion of participants with nasopharyngeal carcinoma that was identified by screening had stage I or II disease than in a historical cohort (71% vs. 20%, P<0.001 by the chi-square test) and had superior 3-year progression-free survival (97% vs. 70%; hazard ratio, 0.10; 95% confidence interval, 0.05 to 0.18). Nine participants declined to undergo further testing, and 1 of them presented with advanced nasopharyngeal carcinoma 32 months after enrollment. Nasopharyngeal carcinoma developed in only 1 participant with negative EBV DNA in plasma samples within 1 year after testing. The sensitivity and specificity of EBV DNA in plasma samples in screening for nasopharyngeal carcinoma were 97.1% and 98.6%, respectively. CONCLUSIONS: Analysis of EBV DNA in plasma samples was useful in screening for early asymptomatic nasopharyngeal carcinoma. Nasopharyngeal carcinoma was detected significantly earlier and outcomes were better in participants who were identified by screening than in those in a historical cohort. (Funded by the Kadoorie Charitable Foundation and the Research Grants Council of the Hong Kong government; ClinicalTrials.gov number, NCT02063399 .).
Assuntos
Carcinoma/diagnóstico , DNA Viral/sangue , Detecção Precoce de Câncer/métodos , Herpesvirus Humano 4/isolamento & purificação , Neoplasias Nasofaríngeas/diagnóstico , Adulto , Distribuição por Idade , Carcinoma/virologia , Estudos de Coortes , Intervalo Livre de Doença , Doenças Endêmicas , Infecções por Vírus Epstein-Barr/diagnóstico , Herpesvirus Humano 4/genética , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Carcinoma Nasofaríngeo , Neoplasias Nasofaríngeas/virologia , Estadiamento de Neoplasias , Estudos Prospectivos , Sensibilidade e Especificidade , Carga ViralRESUMO
BACKGROUND: Given the high rates of psychiatric comorbidity in bariatric surgery patients, pharmacotherapy is common and could potentially influence weight loss outcomes. OBJECTIVE: We aimed to identify the impact of psychotropic medication use on percent total weight loss (%TWL) 1 year after bariatric surgery. METHODS: In this prospective cohort study, 190 patients were compared based on demographic variables (age, sex, relationship status, employment status), body mass index, %TWL, and psychotropic medication use before and 1 year after bariatric surgery. An analysis of variance test was used as a global test of significance for psychotropic medication comparisons related to %TWL. Significance of post hoc comparisons was calculated with the Tukey's Honestly Significance Difference test. RESULTS: Sixty-one of 190 (32.1%) patients were taking psychiatric medications before surgery; of those, 82% (50/61) continued to take psychiatric medications 1-year after surgery. %TWL did not significantly differ between patients taking no psychiatric medications, one medication, or more than one medication 1 year after surgery (31.4% vs. 29.9% vs. 34.4%, respectively). Among patients taking antidepressants, those taking serotonin-norepinephrine reuptake inhibitors had a significantly higher %TWL than those taking selective serotonin reuptake inhibitors (36.4% vs. 27.8%; P = 0.032). CONCLUSION: This longitudinal study suggests that psychiatric medication use was not associated with poorer %TWL at 1 year after bariatric surgery. Within class, antidepressant use may have differential effects on weight loss after bariatric surgery and warrants further investigation.
Assuntos
Cirurgia Bariátrica , Transtornos Mentais/tratamento farmacológico , Obesidade/cirurgia , Psicotrópicos/uso terapêutico , Redução de Peso , Adulto , Antidepressivos/uso terapêutico , Antimaníacos/uso terapêutico , Antipsicóticos/uso terapêutico , Benzodiazepinas/uso terapêutico , Estimulantes do Sistema Nervoso Central/uso terapêutico , Feminino , Humanos , Hipnóticos e Sedativos/uso terapêutico , Masculino , Transtornos Mentais/complicações , Pessoa de Meia-Idade , Obesidade/complicações , Inibidores Seletivos de Recaptação de Serotonina/uso terapêutico , Inibidores da Recaptação de Serotonina e Norepinefrina/uso terapêutico , Resultado do TratamentoRESUMO
BACKGROUND: Bariatric surgery is an effective treatment for severe obesity; however, high rates of psychiatric comorbidity complicate bariatric surgery care. As a result, importance has been placed on the need for ongoing psychiatric support in patients undergoing bariatric surgery. Given the lack of conclusive presurgery psychosocial predictors of postoperative mental health outcomes, studies have now shifted their focus to understand the long-term psychosocial sequalae that arise after surgery. Increasing evidence has demonstrated the potential for psychiatric care to stabilize psychiatric symptoms and minimize patient distress. OBJECTIVE: To review psychopharmacological and psychological interventions for patients undergoing bariatric surgery and their impact on mental health and weight outcomes after surgery. METHODS: We performed a comprehensive literature search in Ovid MEDLINE for studies examining the impact of psychopharmacological and psychological treatments on bariatric patients' postoperative mental health and weight outcomes. RESULTS: Overall, 37 studies were included in the review. Preliminary evidence suggests that psychiatric medications do not negatively impact weight loss or health-related quality of life in the short term; however, more rigorous research designs are needed. There are insufficient data on specific psychiatric medications and long-term impact on weight loss and psychosocial outcomes. Postoperative psychological interventions have evidence for improving eating psychopathology, anxiety, and depressive symptoms; however, effects on weight loss remain unclear. CONCLUSION: Evidence for psychopharmacological and psychological treatments remains preliminary. Consideration should be given to integrated, stepped-care models to provide personalized psychiatric interventions after surgery. Future research on expanding current psychiatric interventions, timing of delivery, and predictors of response is needed.
Assuntos
Cirurgia Bariátrica/psicologia , Saúde Mental , Transtornos de Ansiedade/complicações , Transtornos da Alimentação e da Ingestão de Alimentos/complicações , Humanos , Psicoterapia , Qualidade de VidaRESUMO
OBJECTIVE: We aimed to describe the rates of psychiatric medication use in bariatric surgery candidates and factors associated with psychiatric medication use. METHODS: Patients from the Toronto Western Hospital Bariatric Surgery Program were recruited from 2011 to 2014. Data extracted included demographics, clinical factors (e.g., mood disorder, anxiety disorder, eating disorder, Patient Health Questionnaire-9, Generalized Anxiety Disorder 7), and psychiatric medication use. Logistic regression analyses were used to examine the relationship between demographic variables, clinical factors, and psychiatric medication use. Multiple logistic regression was conducted to determine the predictors of clinical factors from demographic variables with psychiatric medication use. RESULTS: A total of 262 (35.1%) patients were taking at least 1 psychiatric medication and 105 patients (14.1%) were taking more than 1 psychiatric medication. Antidepressants were the most common psychiatric medication reported. The majority of patients taking a psychiatric medication had a psychiatric illness, with 16.0% not having a lifetime diagnosis of a mental illness. Being male and being employed significantly predicted lower odds of being on a psychiatric medication. Older age significantly predicted higher odds of being on a psychiatric medication. Psychiatric disorders were significantly associated with psychiatric medication use independent of demographic variables. CONCLUSION: Our study provides insights into clinical and demographic factors related to psychiatric medication use in bariatric surgery patients. The findings support careful screening and clarification of psychiatric medications, especially in patients without a formal psychiatric diagnosis.
Assuntos
Cirurgia Bariátrica , Transtornos Mentais/complicações , Transtornos Mentais/tratamento farmacológico , Obesidade/complicações , Obesidade/cirurgia , Adulto , Antidepressivos , Antipsicóticos , Canadá , Feminino , Humanos , Masculino , Obesidade/psicologia , Prevalência , Fatores SexuaisRESUMO
OBJECTIVE: To determine whether depression and anxiety symptoms differ between revisional bariatric surgery patients and primary bariatric surgery patients, as such mental health outcomes can have long-lasting impacts on weight loss and the overall success of bariatric surgery. METHODS: An exploratory matched case control study was performed with a total of 50 patients - 25 patients who had received revisional surgery and 25 who had received primary bariatric surgery. Revisional patients were matched with primary patients on sex, age (±7 years), pre-operative BMI (±8.0) and time since surgery. Mental health outcomes of depressive and anxiety symptoms, as measured by the Patient Health Questionnaire 9-Item scale (PHQ-9) and Generalized Anxiety Disorder 7-Item scale (GAD-7) respectively, were compared between groups. RESULTS: No significant differences were found between the revisional and primary bariatric surgery groups across time (pre-surgery, 1-year post-surgery, 2-year post-surgery and 3-years post-surgery) for GAD-7 (f = 0.045, p = 0.987) and PHQ-9 (f = 0.277, p = 0.842) scores. CONCLUSION: Primary and revisional bariatric surgery patients do not have significant differences in depressive and anxiety scores. Revisional bariatric surgery can thus be effective in the remission of comorbid mental health conditions as trajectories remain comparable up to 3-years following surgery.
Assuntos
Cirurgia Bariátrica , Derivação Gástrica , Obesidade Mórbida , Humanos , Estudos de Casos e Controles , Obesidade Mórbida/cirurgia , Obesidade Mórbida/etiologia , Estudos Retrospectivos , Complicações Pós-Operatórias/etiologia , Reoperação , Avaliação de Resultados em Cuidados de Saúde , Resultado do Tratamento , Derivação Gástrica/efeitos adversosRESUMO
Importance: Weight regain after bariatric surgery is associated with recurrence of obesity-related medical comorbidities and deterioration in quality of life. Developing efficacious psychosocial interventions that target risk factors, prevent weight regain, and improve mental health is imperative. Objective: To determine the efficacy of a telephone-based cognitive behavioral therapy (tele-CBT) intervention at 1 year after bariatric surgery in improving weight loss, disordered eating, and psychological distress. Design, Setting, and Participants: This multisite randomized clinical trial was conducted at 3 hospital-based bariatric surgery programs, with recruitment between February 2018 and December 2021. Eligibility for participation was assessed among 314 adults at 1 year after bariatric surgery who were fluent in English and had access to a telephone and the internet. Patients with active suicidal ideation or poorly controlled severe psychiatric illness were excluded. Primary and secondary outcome measures were assessed at baseline (1 year after surgery), after the intervention (approximately 15 months after surgery), and at 3-month follow-up (approximately 18 months after surgery). Data were analyzed from January to February 2023. Interventions: The tele-CBT intervention consisted of 6 weekly 1-hour sessions and a seventh booster session 1 month later. The control group received standard postoperative bariatric care. Main Outcomes and Measures: The primary outcome was postoperative percentage total weight loss. Secondary outcomes were disordered eating (Binge Eating Scale [BES] and Emotional Eating Scale [EES]) and psychological distress (Patient Health Questionnaire-9 item scale [PHQ-9] and Generalized Anxiety Disorder-7 item scale [GAD-7]). The hypotheses and data-analytic plan were developed prior to data collection. Results: Among 306 patients 1 year after bariatric surgery (255 females [83.3%]; mean [SD] age, 47.55 [9.98] years), there were 152 patients in the tele-CBT group and 154 patients in the control group. The group by time interaction for percentage total weight loss was not significant (F1,160.61 = 2.09; P = .15). However, there were significant interactions for mean BES (F2,527.32 = 18.73; P < .001), EES total (F2,530.67 = 10.83; P < .001), PHQ-9 (F2,529.93 = 17.74; P < .001), and GAD-7 (F2,535.16 = 15.29; P < .001) scores between the tele-CBT group and control group across all times. Conclusions and Relevance: This study found that tele-CBT delivered at 1 year after surgery resulted in no change in short-term weight outcomes but improved disordered eating and psychological distress. The impact of these psychosocial improvements on longer-term weight outcomes is currently being examined as part of this longitudinal multisite randomized clinical trial. Trial Registration: ClinicalTrials.gov Identifier: NCT03315247.
Assuntos
Cirurgia Bariátrica , Terapia Cognitivo-Comportamental , Transtornos da Alimentação e da Ingestão de Alimentos , Angústia Psicológica , Adulto , Feminino , Humanos , Pessoa de Meia-Idade , Qualidade de Vida , Terapia Cognitivo-Comportamental/métodos , Cirurgia Bariátrica/métodos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Telefone , Aumento de PesoRESUMO
BACKGROUND: Patients undergoing bariatric surgery have high rates of psychiatric comorbidity, which may increase their vulnerability to COVID-19-related mental health distress. Exacerbation of mental health distress and disordered eating could have significant negative effects on long-term weight management and quality of life for these patients if untreated. OBJECTIVE: To determine the efficacy of a telephone-based cognitive behavioral therapy (Tele-CBT) intervention in improving depressive, anxiety, and disordered eating symptoms during COVID-19. METHODS: Participants were recruited as part of a larger randomized controlled trial study (clinicaltrials.gov ID: NCT03315247) between March 2020 and March 2021 and randomized 1:1 to receive Tele-CBT or standard bariatric care. Outcomes of Generalized Anxiety Disorder-7 (GAD-7), Patient Health Questionnaire-9 (PHQ-9), Emotional Eating Scale (EES), and Binge Eating Scale (BES) were measured at baseline, immediately post-intervention, and 3 months post-intervention. Linear mixed models were used to test the effect of intervention group, time, and group-by-time interaction for each outcome. RESULTS: Eighty-one patients were included in the intention-to-treat analysis. Mean (SD) age of participants was 47.68 (9.36) years and 80.2% were female. There were significant group-by-time interactions for all outcomes and significant differences between groups across time. There were significant decreases in mean GAD-7 (p = 0.001), PHQ-9 (p < 0.001), EES-Total (p = 0.001), EES-Anger (p = 0.003), EES-Anxiety (p < 0.001), EES-Depression (p < 0.001), and BES (p = 0.002) scores for the Tele-CBT group at post-intervention and follow-up when compared to baseline and the control group. CONCLUSION: Tele-CBT is a feasible and effective treatment for improving psychological distress and disordered eating among post-operative bariatric surgery patients during the COVID-19 pandemic.
Assuntos
Cirurgia Bariátrica , COVID-19 , Terapia Cognitivo-Comportamental , Transtornos da Alimentação e da Ingestão de Alimentos , Obesidade Mórbida , Cirurgia Bariátrica/métodos , Terapia Cognitivo-Comportamental/métodos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Feminino , Humanos , Masculino , Saúde Mental , Pessoa de Meia-Idade , Obesidade Mórbida/cirurgia , Pandemias , Qualidade de Vida , Telefone , Resultado do TratamentoRESUMO
INTRODUCTION: Bariatric surgery is currently the most effective treatment for obesity, and is performed yearly in over 8000 patients in Canada. Over 50% of those who live with obesity also have a history of mental health disorder. The COVID-19 pandemic has made it difficult for people living with obesity to manage their weight even after undergoing bariatric surgery, which combined with pandemic-related increases in mental health distress, has the potential to adversely impact obesity outcomes such as weight loss and quality of life. Reviews of virtual mental health interventions during COVID-19 have not identified any interventions that specifically address psychological distress or disordered eating in patients with obesity, including those who have had bariatric surgery. METHODS AND ANALYSIS: A randomised controlled trial will be conducted with 140 patients across four Ontario Bariatric Centres of Excellence to examine the efficacy of a telephone-based cognitive behavioural therapy intervention versus a control intervention (online COVID-19 self-help resources) in postoperative bariatric patients experiencing disordered eating and/or psychological distress. Patients will be randomised 1:1 to either group. Changes in the Binge Eating Scale and the Patient Health Questionnaire 9-Item Scale will be examined between groups across time (primary outcomes). Qualitative exit interviews will be conducted, and data will be used to inform future adaptations of the intervention to meet patients' diverse needs during and post-pandemic. ETHICS AND DISSEMINATION: This study has received ethics approvals from the following: Clinical Trials Ontario (3957) and the University Health Network Research Ethics Committee (22-5145), the Board of Record. All participants will provide written informed consent prior to enrolling in the study. Results will be made available to patients with bariatric surgery, the funders, the supporting organisations and other researchers via publication in peer-reviewed journals and conference presentations. TRIAL REGISTRATION NUMBER: NCT05258578.
Assuntos
Cirurgia Bariátrica , COVID-19 , Terapia Cognitivo-Comportamental , Cirurgia Bariátrica/psicologia , Terapia Cognitivo-Comportamental/métodos , Humanos , Saúde Mental , Obesidade/cirurgia , Ontário/epidemiologia , Pandemias , Qualidade de Vida , Ensaios Clínicos Controlados Aleatórios como Assunto , TelefoneRESUMO
Patients with high-grade serous ovarian cancer suffer poor prognosis and variable response to treatment. Known prognostic factors for this disease include homologous recombination deficiency status, age, pathological stage and residual disease status after debulking surgery. Recent work has highlighted important prognostic information captured in computed tomography and histopathological specimens, which can be exploited through machine learning. However, little is known about the capacity of combining features from these disparate sources to improve prediction of treatment response. Here, we assembled a multimodal dataset of 444 patients with primarily late-stage high-grade serous ovarian cancer and discovered quantitative features, such as tumor nuclear size on staining with hematoxylin and eosin and omental texture on contrast-enhanced computed tomography, associated with prognosis. We found that these features contributed complementary prognostic information relative to one another and clinicogenomic features. By fusing histopathological, radiologic and clinicogenomic machine-learning models, we demonstrate a promising path toward improved risk stratification of patients with cancer through multimodal data integration.
Assuntos
Cistadenocarcinoma Seroso , Neoplasias Ovarianas , Cistadenocarcinoma Seroso/diagnóstico por imagem , Feminino , Humanos , Aprendizado de Máquina , Neoplasias Ovarianas/diagnóstico por imagem , Medição de RiscoRESUMO
Mechanical feedback is one of the most common difficulties encountered when fitting hearing aids for toddlers and young children. We described the use of 3D printing to tailor a protective cap for a toddler with bilateral microtia/canal atresia to facilitate bone-anchoring hearing aid use.
Assuntos
Auxiliares de Audição , Perda Auditiva Condutiva/reabilitação , Impressão Tridimensional , Ajuste de Prótese/instrumentação , Equipamentos de Proteção , Condução Óssea , Pré-Escolar , Microtia Congênita/reabilitação , Meato Acústico Externo/anormalidades , Desenho de Equipamento , Feminino , Perda Auditiva Condutiva/congênito , Humanos , Ilustração Médica , Próteses e ImplantesRESUMO
Although most bariatric patients achieve significant weight loss and improvements in both physical and mental health-related quality of life (HRQoL) in the short-term, there is wide variability in weight and long-term HRQoL outcomes. The role of bariatric patients' self-management style in explaining variability in long-term outcomes is unclear. This qualitative study examined bariatric patients' self-management experiences after bariatric surgery in relation to long-term outcomes. A qualitative study was conducted using semi-structured individual interviews with post-surgery patients (n = 23) at a Canadian bariatric surgery program. A constant comparative approach was used to systematically analyse the data and identify overarching themes. Variation in patients' experiences and follow-up time were the two primary units of analysis. Patients were predominantly female (n = 19; 82.6%) and had a mean age of 50 ± 8.49 years. The median time post-surgery was 2 years (range: 6 months-7 years). Three distinct phases described the process of self-management post-bariatric surgery: (1) rediscovering self-esteem and confidence in one's ability to self-manage (1-month to 1.5-years post-surgery), (2) achieving weight maintenance and addressing emotion dysregulation (1.5-3-years post-surgery) and (3) embracing a flexible balanced lifestyle (beyond 3-years). Bariatric surgery patients experience distinct challenges relative to their post-surgery time course. Facilitating access to interprofessional bariatric care after surgery allowed patients to acquire the self-management knowledge and skills necessary to address challenges to following the bariatric guidelines in the long-term.
Assuntos
Cirurgia Bariátrica , Bariatria , Autogestão , Adulto , Canadá , Feminino , Humanos , Pessoa de Meia-Idade , Qualidade de VidaRESUMO
The global outbreak of the 2019 novel coronavirus disease has had a tremendous psychological impact on individuals around the world. Individuals with obesity are susceptible to distress and psychological sequalae secondary to this pandemic, which can have detrimental effects on obesity management. In particular, individuals undergoing bariatric surgery could experience increased emotional distress, resulting in increased eating psychopathology, mental health exacerbation, and difficulties with self-management. Addressing these challenges requires novel approaches to redefining psychosocial care before and after bariatric surgery. Emerging evidence suggests that the remote delivery of care using virtual care models, including mobile and online modalities, could extend the reach of psychosocial services to individuals after bariatric surgery and mitigate weight regain or impairment in quality of life. Because of this pandemic, the rapid integration of virtual psychosocial care in bariatric surgery programs to address patients' needs will create new opportunities for clinical and implementational scientific research.
Assuntos
Cirurgia Bariátrica , Coronavirus , Betacoronavirus , COVID-19 , China , Infecções por Coronavirus , Humanos , Pandemias , Pneumonia Viral , Qualidade de Vida , SARS-CoV-2RESUMO
OBJECTIVE: Bariatric surgery is an empirically supported treatment for severe obesity; however, it does not directly target underlying behavioural and psychological factors that potentially contribute to obesity. Mounting evidence supports the efficacy of cognitive behavioural therapy (CBT) for improving eating psychopathology and psychological distress among bariatric patients, and telephone-based CBT (Tele-CBT) is a novel delivery method that increases treatment accessibility. METHODS: This study aimed to identify demographic and clinical predictors of response to Tele-CBT among 79 patients who received Tele-CBT in 3 previous studies. Listwise deletion was applied, after which 58 patients were included in a multivariate linear regression adjusted for age, sex and education status, to evaluate patient rurality index (urban or nonurban), and baseline binge eating, emotional eating and depression symptoms, as predictors of tele-CBT response. RESULTS: The predictors explained 31% of the observed variance [R2=0.312, F(4,57)=3.238, p<0.01]. Patient rurality index (beta=0.341, p<0.01) was the only statistically significant predictor of Tele-CBT response. CONCLUSIONS: Given the limited psychosocial resources available in many bariatric surgery programs, the findings suggest that Tele-CBT may be particularly beneficial for patients residing in nonurban communities with limited access to other health-care services.
Assuntos
Cirurgia Bariátrica/psicologia , Terapia Cognitivo-Comportamental/métodos , Telemedicina/métodos , Adulto , Bulimia/prevenção & controle , Bulimia/psicologia , Depressão/prevenção & controle , Transtornos da Alimentação e da Ingestão de Alimentos/prevenção & controle , Transtornos da Alimentação e da Ingestão de Alimentos/psicologia , Feminino , Nível de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , População Rural , Fatores Socioeconômicos , Telefone , Resultado do Tratamento , População UrbanaRESUMO
The current study examined clinical correlates of food addiction among post-operative bariatric surgery patients, compared the clinical characteristics of patients with versus without food addiction, and examined whether a brief telephone-based cognitive behavioural therapy (Tele-CBT) intervention improves food addiction symptomatology among those with food addiction. Participants (N = 100) completed measures of food addiction, binge eating, depression, and anxiety 1 year following bariatric surgery, were randomized to receive either Tele-CBT or standard bariatric post-operative care, and then, repeated the measure of food addiction at 1.25 and 1.5 years following surgery. Thirteen percent of patients exceeded the cut-off for food addiction at 1 year post-surgery, and this subgroup of patients reported greater binge eating characteristics and psychiatric distress compared to patients without food addiction. Among those with food addiction, Tele-CBT was found to improve food addiction symptomatology immediately following the intervention. These preliminary findings suggest that Tele-CBT may be helpful, at least in the short term, in improving food addiction symptomatology among some patients who do not experience remission of food addiction following bariatric surgery; however, these findings require replication in a larger sample.
Assuntos
Cirurgia Bariátrica/psicologia , Bulimia/complicações , Bulimia/terapia , Terapia Cognitivo-Comportamental/métodos , Dependência de Alimentos/complicações , Dependência de Alimentos/terapia , Adolescente , Adulto , Idoso , Ansiedade , Transtorno da Compulsão Alimentar , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Período Pós-Operatório , Inquéritos e Questionários , Telefone , Adulto JovemRESUMO
Bariatric surgery remains the most effective treatment for severe obesity, though post-surgical outcomes are variable with respect to long-term weight loss and eating-related psychopathology. Attachment style is an important variable affecting eating psychopathology among individuals with obesity. To date, studies examining eating psychopathology and attachment style in bariatric surgery populations have been limited to pre-surgery samples and cross-sectional study design. The current prospective study sought to determine whether attachment insecurity is associated with binge eating, emotional eating, and weight loss outcomes at 2-years post-surgery. Patients (n = 108) completed questionnaires on attachment style (ECR-16), binge eating (BES), emotional eating (EES), depression (PHQ-9), and anxiety (GAD-7). Multivariate linear regression analyses were conducted to examine the association between attachment insecurity and 2-years post-surgery disordered eating and percent total weight loss. Female gender was found to be a significant predictor of binge eating (p = 0.007) and emotional eating (p = 0.023) at 2-years post-surgery. Avoidant attachment (p = 0.009) was also found to be a significant predictor of binge eating at 2-years post-surgery. To our knowledge, this study is the first to explore attachment style as a predictor of long-term post-operative eating pathology and weight outcomes in bariatric surgery patients.