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Multiple sclerosis (MS) is a chronic inflammatory disorder of the central nervous system underpinned by partially understood genetic risk factors and environmental triggers and their undefined interactions1,2. Here we investigated the peripheral immune signatures of 61 monozygotic twin pairs discordant for MS to dissect the influence of genetic predisposition and environmental factors. Using complementary multimodal high-throughput and high-dimensional single-cell technologies in conjunction with data-driven computational tools, we identified an inflammatory shift in a monocyte cluster of twins with MS, coupled with the emergence of a population of IL-2 hyper-responsive transitional naive helper T cells as MS-related immune alterations. By integrating data on the immune profiles of healthy monozygotic and dizygotic twin pairs, we estimated the variance in CD25 expression by helper T cells displaying a naive phenotype to be largely driven by genetic and shared early environmental influences. Nonetheless, the expanding helper T cells of twins with MS, which were also elevated in non-twin patients with MS, emerged independent of the individual genetic makeup. These cells expressed central nervous system-homing receptors, exhibited a dysregulated CD25–IL-2 axis, and their proliferative capacity positively correlated with MS severity. Together, our matched-pair analysis of the extended twin approach allowed us to discern genetically and environmentally determined features of an MS-associated immune signature.

Research Summary: Entry into dynamic environments can be challenging for firms. We study if, and under which circumstances, firms can use strategic flexibility to enter markets with variable demand. In the airline industry, we find broad support for our hypotheses. We observe less entry with more demand variation, more entry of more flexible firms, and that more flexible firms are more likely to enter markets with greater variation in demand. Furthermore, we find that this relationship is especially strong when variation in demand is harder to predict, which suggests that strategic flexibility is most valuable in unpredictable turbulent environments. Managerial Summary: We show that firms in the airline industry that choose strategic flexibility over operational efficiency are more likely to enter volatile markets. This finding is especially true when future demand is difficult to forecast using historical data. We conclude that strategic flexibility can be a useful complement to investments in business analytics. K E Y W O R D S airline industry, demand change, flexibility, market entry, uncertainty

* This version of the article has been accepted for publication and undergone full peer review but has not been through the copyediting, typesetting, pagination and proofreading process, which may lead to differences between this version and the publisher's final version AKA Version of Record.

No abstract

* This version of the article has been accepted for publication and undergone full peer review but has not been through the copyediting, typesetting, pagination and proofreading process, which may lead to differences between this version and the publisher's final version AKA Version of Record.

Privacy regulation by the European Union has had effects for websites beyond the European Union and lead to an increase in market concentration of web technology vendors