12The intestinal tract is a common site for infection, and it relies on an appropriate immune response to 13 defend against pathogens. The intestinal epithelium has an important role in effector responses, which 14 is coordinated by immune-type specific cytokines. It is incompletely understood how cytokines drive 15 epithelial responses. Here, using organoid-cytokine co-cultures, we provide a comprehensive analysis 16 of how key cytokines affect the intestinal epithelium, and relate this to in vivo infection models. We 17 use imaging, based on a convolutional neural network, and transcriptomic analysis to reveal that 18 cytokines use developmental pathways to define intestinal epithelial effector responses. For example, 19 we find IL-22 and IL-13 dichotomously induce goblet cells, in which only IL-13 driven goblet cells are 20 associated with NOTCH signaling. We further show that IL-13 induces BMP signalling to act as a 21 negative feedback loop in IL-13 induced tuft cell hyperplasia, an important aspect of type 2 immunity.
22Together, we show that targeting developmental pathways may be a useful tool to tailor epithelial 23 effector responses that are necessary for immunity to infection. 24 1 Infections of the gastrointestinal tract remain one of the leading health issues worldwide (Kirk et al. 2015). The 26 ability to clear infections relies on the capacity of the immune system to mount an appropriate response. Immune 27 responses can be divided into 3 types. Broadly; type 1 responses are launched against intracellular pathogens 28 such as bacteria and viruses and are associated with the cytokine interferon gamma (IFNγ), type 2 responses are 29 generated to fight off parasitic infections and are driven by interleukin (IL)-4 and IL-13, and finally, type 3 responses 30 are mounted against extracellular pathogens such as bacteria and are associated with IL-22 and IL-17 (Kara et al. 31 2014; Raphael et al. 2015). 32 In addition to defining the immune landscape, cytokines directly affect intestinal epithelial cells (IECs) to drive 33 immune-type specific effector responses (Biton et al. 2018). The intestinal epithelium consists of a single layer of 34 cells and is responsible both for taking up nutrients as well as providing a protective barrier. One of the hallmarks 35 of IECs is their rapid turnover (3-5 days), which allows for prompt cellular responses, for example, to expand goblet 36 cells which can produce protective mucus. This plasticity of IECs makes them particularly well-suited to defend 37 against pathogens (Tetteh, Farin, and Clevers 2015). In addition to responding to immune cues, the epithelium 38 can also be involved in tailoring immune responses. For example, tuft cells, which are important for defending 39 against parasitic helminths, are the main source of IL-25 to control ILC2 populations both in homeostasis and upon 40 helminth infection (Gerbe et al. 2016; Howitt et al. 2016; Moltke et al. 2016). As tuft cells rapidly expand upon 41 exposure to type 2 cytokines, they exemplify both how th...