Defensive Alliances in Signed Networks

The analysis of (social) networks and multi-agent systems is a central theme in Artificial Intelligence. Some line of research deals with finding groups of agents that could work together to achieve a certain goal. To this end, different notions of so-called clusters or communities have been introduced in the literature of graphs and networks. Among these, defensive alliance is a kind of quantitative group structure. However, all studies on the alliance so for have ignored one aspect that is central to the formation of alliances on a very intuitive level, assuming that the agents are preconditioned concerning their attitude towards other agents: they prefer to be in some group (alliance) together with the agents they like, so that they are happy to help each other towards their common aim, possibly then working against the agents outside of their group that they dislike. Signed networks were introduced in the psychology literature to model liking and disliking between agents, generalizing graphs in a natural way. Hence, we propose the novel notion of a defensive alliance in the context of signed networks. We then investigate several natural algorithmic questions related to this notion. These, and also combinatorial findings, connect our notion to that of correlation clustering, which is a well-established idea of finding groups of agents within a signed network. Also, we introduce a new structural parameter for signed graphs, signed neighborhood diversity snd, and exhibit a parameterized algorithm that finds a smallest defensive alliance in a signed graph

Pressure-Induced Confined Metal from the Mott Insulator Sr\u3csub\u3e3\u3c/sub\u3eIr\u3csub\u3e2\u3c/sub\u3eO\u3csub\u3e7\u3c/sub\u3e

The spin-orbit Mott insulator Sr3Ir2O7 provides a fascinating playground to explore insulator-metal transition driven by intertwined charge, spin, and lattice degrees of freedom. Here, we report high-pressure electric resistance and resonant inelastic x-ray scattering measurements on single-crystal Sr3Ir2O7 up to 63–65 GPa at 300 K. The material becomes a confined metal at 59.5 GPa, showing metallicity in the ab plane but an insulating behavior along the c axis. Such an unusual phenomenon resembles the strange metal phase in cuprate superconductors. Since there is no sign of the collapse of spin-orbit or Coulomb interactions in x-ray measurements, this novel insulator-metal transition is potentially driven by a first-order structural change at nearby pressures. Our discovery points to a new approach for synthesizing functional materials

Genomic monitoring of SARS-CoV-2 uncovers an Nsp1 deletion variant that modulates type I interferon response

The SARS-CoV-2 virus, the causative agent of COVID-19, is undergoing constant mutation. Here, we utilized an integrative approach combining epidemiology, virus genome sequencing, clinical phenotyping, and experimental validation to locate mutations of clinical importance. We identified 35 recurrent variants, some of which are associated with clinical phenotypes related to severity. One variant, containing a deletion in the Nsp1-coding region (D500-532), was found in more than 20% of our sequenced samples and associates with higher RT-PCR cycle thresholds and lower serum IFN-beta levels of infected patients. Deletion variants in this locus were found in 37 countries worldwide, and viruses isolated from clinical samples or engineered by reverse genetics with related deletions in Nsp1 also induce lower IFN-beta responses in infected Calu-3 cells. Taken together, our virologic surveillance characterizes recurrent genetic diversity and identified mutations in Nsp1 of biological and clinical importance, which collectively may aid molecular diagnostics and drug design.Peer reviewe

Culturally Adapted CBTI for Chinese Insomnia Patients: a One-Arm Pilot Trial

Insomnia is a common mental disorder with severe consequences. Cognitive-behavioral therapy for insomnia (CBTI) has been proved effective against insomnia, but most of the research is limited to Western countries. This trial objective is to develop a Chinese culture-adapted CBTI program and assess its efficacy. An 8-week culturally adapted CBTI program was developed that included mixed group and individual session and culturally adapted relaxation and cognitive restructuring treatment components. A one-arm clinical trial was conducted at a public hospital between March 2016 and January 2017. Seventy-two Chinese adults (15 males, 57 females; mean age, 50 years) with insomnia disorder underwent the culturally adapted CBTI program. Sleep diaries and self-report scales, as well as polysomnography (PSG, for a subgroup only), were used to assess qualitative and quantitative measures of sleep, mental health status, and quality of life at baseline, post-treatment, and 4-month follow-up. Pre-post analyses showed significant changes in sleep diary sleep onset latency (SOL), wake after sleep onset (WASO), and total sleep time of respectively - 37.03 min (CI, - 48.90 to - 25.16), - 28.16 min (CI, - 40.22 to - 16.10), and + 27.49 min (CI, 10.51 to 44.47). Self-reported sleep quality, mental health, and quality of life improved compared to baseline. The self-reported outcomes were mainly stable at follow-up. PSG outcomes globally failed to show improvement. The design of a CBTI program adapted to Chinese population was achieved. Culturally adapted CBTI showed promising results. More rigorously designed studies are needed to ensure efficacy

Retinal Pericytes Inhibit Activated T Cell Proliferation

The role of retinal pericytes in diabetic retinopathy was not clear. This study demonstrated a novel role of retinal pericytes, suggesting that their immunoregulatory activity could contribute to the pathogenesis of diabetic retinopathy

Relationship between the Grade and the Characteristic Flavor of PCT (Panyong Congou Black Tea)

Panyong Congou black tea (PCT) is one of the most representative and historically famous Congou black teas in China and has been gaining more and more attention for its beneficial health properties. Currently, four grades of PCT are available, based on the raw leaf materials and consumer palatability. The chemical profiles distinguishing different grades of PCT are yet to be defined, nor has the relationship with grade been evaluated. In the present study, chemometric analysis showed that epigallocatechin (EGC), catechin (C), polyphenols, gallic acid (GA), and free amino acids are grade related bio-markers of PCT. These compounds are associated with the sweet and mellow aftertaste of PCT. A total of 34 volatile components were identified, of which the three component types with the highest relative percentages were alcohols (51.34–52.51%), ketones (27.31–30.28%), and aldehydes (12.70–13.18%). Additionally, our results revealed that sweet floral and fruity aromas were positively correlated with six volatile organic compounds (VOCs), 1-pentanol, propyl hexanoate, linalool, cyclohexanone, hexanal, and 2,5-dimethylpyrazine. Clear discrimination was achieved using orthogonal projections to latent structures discriminant analysis (OPLS-DA). The findings provide vital information on the characteristic flavor of each grade of PCT

Myeloid-derived suppressor cells as a potential therapy for experimental autoimmune myasthenia gravis

We recently demonstrated that hepatic stellate cells induce the differentiation of myeloid-derived suppressor cells (MDSCs) from myeloid progenitors. In this study, we found that adoptive transfer of these MDSCs effectively reversed disease progression in experimental autoimmune myasthenia gravis (EAMG), a T-cell-dependent and B-cell-mediated model for myasthenia gravis. In addition to ameliorated disease severity, MDSC-treated EAMG mice showed suppressed acetylcholine receptors (AChR)-specific T-cell responses, decreased levels of serum anti-AChR IgGs, and reduced complement activation at the neuromuscular junctions. Incubating MDSCs with B cells activated by anti-IgM or anti-CD40 antibodies inhibited the proliferation of these in vitro activated B cells. Administering MDSCs into mice immunized with a T-cell-independent antigen inhibited the antigen-specific antibody production in vivo. MDSCs directly inhibit B cells through multiple mechanisms including prostaglandin E2, inducible nitric oxide synthase and arginase. Interestingly, MDSC treatment in EMAG mice does not appear to significantly inhibit their immune response to a non-relevant antigen, ovalbumin. These results demonstrated that hepatic stellate cell-induced MDSCs concurrently suppress both T- and B- cell autoimmunity, leading to effective treatment of established EAMG; and that the MDSCs inhibit AChR-specific immune responses at least partially in an antigen-specific manner. These data suggest that MDSCs could be further developed as a novel approach to treating myasthenia gravis and, even more broadly, other diseases in which T and B cells are involved in pathogenesis