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This study aimed to elucidate the residual disease distribution and recurrence patterns in patients with ESCC responding to NAC.

To appropriately plan a prospective trial for the organ preservation approach which includes additional chemoradiotherapy in patients who responded to NAC, the distribution of residual disease needs to be elucidated. Given that the residual tumor is located in the regional field, chemoradiotherapy can be safely added to eliminate the residual disease.

Overall, 483 patients with resectable ESCC who received NAC followed by transthoracic esophagectomy at 2 high-volume centers were reviewed. The recurrence-free survival, overall survival (OS), and residual and recurrent tumor patterns were compared among the pathological responses.

Compared with nonpathological responders, pathological responders exhibited significantly longer recurrence-free survival [hazard ratio of Grade 1b/2/3 compared with Grade 0; 0.25 (P < 0.001) /0.17 (P < 0.001) /0.16 (P = 0.003)] and OS [hazard ratio of Grade 1b/2/3 compared with Grade 0; 0.26 (P < 0.001) /0.12 (P < 0.001) /0.11 (P = 0.003)]. In terms of the distribution of recurrence, the percentages of solitary recurrence in the regional field out of all recurrence was significantly higher in patients with Grade 1b (60%) / 2 (67%) / 3 (67%) whereas less than 25% in Grade 0 or 1a.

It was found that postoperative recurrence in responders occurred in the regional field mostly as a solitary lesion without the distant failure, indicating that the residual tumor cells can be eliminated by additional chemoradiotherapy.

It was found that postoperative recurrence in responders occurred in the regional field mostly as a solitary lesion without the distant failure, indicating that the residual tumor cells can be eliminated by additional chemoradiotherapy.Representation learning with small labeled data have emerged in many problems, since the success of deep neural networks often relies on the availability of a huge amount of labeled data that is expensive to collect. To address it, many efforts have been made on training sophisticated models with few labeled data in an unsupervised and semi-supervised fashion. In this paper, we will review the recent progresses on these two major categories of methods. A wide spectrum of models will be categorized in a big picture, where we will show how they interplay with each other to motivate explorations of new ideas. We will review the principles of learning the transformation equivariant, disentangled, self-supervised and semi-supervised representations, all of which underpin the foundation of recent progresses. Many implementations of unsupervised and semi-supervised generative models have been developed on the basis of these criteria, greatly expanding the territory of existing autoencoders, generative adversarial nets (GANs) and other deep networks by exploring the distribution of unlabeled data for more powerful representations.Using the ECLS-K, a dataset following a nationally representative cohort of children from kindergarten through 8th grade in the United States (N ≈ 9,250), this study fills the following knowledge gaps. We captured childhood economic experiences by incorporating multiple forms of exposures to income-based deprivation-poverty depth (i.e., the severity of deprivation), spells (i.e., length of time in poverty), and income volatility (i.e., fluctuations in family income)-with a latent class analysis. We also examined how different patterns of economic experiences shaped adolescents' socioemotional functioning through family stress (parental depressive symptoms and punitive parenting) and family investment (provision of stimulating materials and parental school involvement) pathways via structural equation modeling. Our analysis indicated 6 classes of deprivation, and these deprivation patterns had both direct and indirect significant associations with children's locus of control and internalizing behaviors. Our structural equation modeling results further indicated that deprivation was associated with parental depressive symptoms, which were, in turn, associated with parents providing less cognitively stimulating materials to children and engaging less in children's school activities. These disadvantages were associated with unfavorable socioemotional functioning in 8th grade. The findings highlight the importance of family practitioners and psychologists recognizing and acting on the interconnections among deprivation, inequity, and child well-being. Our results also suggest considering variations in economic experiences and mechanisms when developing informed policies and programs. (PsycInfo Database Record (c) 2020 APA, all rights reserved).Proteolytic balance is crucial for the maintenance of tissue homeostasis. In cancer, dysregulated proteolysis is involved in unregulated tissue remodeling and inflammation, leading to the promotion of tumor growth, local invasion, and metastasis. Metalloproteinases, which were first identified as collagen cleaving enzymes, have been shown to extensively degrade extracellular matrix proteins or selectively release cell surface-bound cytokines, growth factors, or their receptors, thereby impacting extracellular matrix integrity, immune cell recruitment and tissue turnover. Although tumor cells produce various metalloproteinases, the major source is thought to be stromal cells infiltrating the tumor. Different types of stromal cells express specific sets of metalloproteinases and their inhibitors, which specifically alter the milieu within the tumor. selleck compound In this review, recent findings and knowledge regarding metalloproteinases derived from stromal cells during the creation of the tumor microenvironment are described and their contribution to the tumor progression and metastasis discussed.Mental illness stigma has detrimental effects on health and wellbeing. Approaches to address stigma in racialized populations in Western nations need to emphasize inclusivity, social justice, and sociocultural intersectionality of determinants of health. The current paper evaluates three intervention approaches to reduce stigma of mental illness among Asian men in Toronto, Canada. Participants received one of four group interventions psychoeducation, Acceptance and Commitment Therapy (ACT), Contact-based Empowerment Education (CEE), and a combination of ACT+CEE. Self-report measures on stigma (CAMI, ISMI) and social change (SJS) were administered before and after the intervention. A total of 535 Asian men completed the interventions. Overall analyses found that all intervention approaches were successful in reducing stigma and promoting social change. Subscale differences suggest that CEE may be more broadly effective in reducing mental illness stigmatizing attitudes while ACT may be more specifically effective in reducing internalized stigma.

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