Abstract: Chromatin 3D structure modulating agents in the context of the present invention are intended to interfere or manipulate the function of loop anchor motifs, such as CTCF motifs. In certain example embodiments, the present invention may block formation of an loop anchor or chromatin domain or induce formation of a loop anchor or chromatin domain at a targeted genomic location. For instance, a loop anchor motif can be altered, such as by mutating (including inverting) a binding motif so as to remove such a motif, or by adding new binding motifs in new locations within a loop domain, so as to reduce the size of an existing loop, so as to modify the size of an existing loop, or combinations thereof. Alternatively, the chromatin 3D structure modulating agent may bind a target region and mask a loop anchor motif, thereby preventing a loop anchor or chromatin domain from forming. The chromatin 3D structure modulating agent may bind a target region and cause a loop anchor of chromatin domain to form.

Abstract: Chromatin 3D structure modulating agents in the context of the present invention are intended to interfere or manipulate the function of loop anchor motifs, such as CTCF motifs. In certain example embodiments, the present invention may block formation of an loop anchor or chromatin domain or induce formation of a loop anchor or chromatin domain at a targeted genomic location. For instance, a loop anchor motif can be altered, such as by mutating (including inverting) a binding motif so as to remove such a motif, or by adding new binding motifs in new locations within a loop domain, so as to reduce the size of an existing loop, so as to modify the size of an existing loop, or combinations thereof. Alternatively, the chromatin 3D structure modulating agent may bind a target region and mask a loop anchor motif, thereby preventing a loop anchor or chromatin domain from forming. The chromatin 3D structure modulating agent may bind a target region and cause a loop anchor of chromatin domain to form.

Abstract: Chromatin 3D structure modulating agents in the context of the present invention are intended to interfere or manipulate the function of loop anchor motifs, such as CTCF motifs. In certain example embodiments, the present invention may block formation of an loop anchor or chromatin domain or induce formation of a loop anchor or chromatin domain at a targeted genomic location. For instance, a loop anchor motif can be altered, such as by mutating (including inverting) a binding motif so as to remove such a motif, or by adding new binding motifs in new locations within a loop domain, so as to reduce the size of an existing loop, so as to modify the size of an existing loop, or combinations thereof. Alternatively, the chromatin 3D structure modulating agent may bind a target region and mask a loop anchor motif, thereby preventing a loop anchor or chromatin domain from forming. The chromatin 3D structure modulating agent may bind a target region and cause a loop anchor of chromatin domain to form.

Abstract: A control system comprises an input configured to receive sensor data sensed from a target system to be controlled by the control system. The control system has an input-aware stacker, the input-aware stacker being a predictor; and a plurality of base predictors configured to compute base outputs from features of the sensor data. The input-aware stacker is input-aware in that it is configured to take as input the features as well as the base outputs to compute a prediction. The input-aware stacker is configured to compute the prediction from uncertainty data about the base outputs and/or from at least some combinations of the features of the sensor data. The control system has an output configured to send instructions to the target system on the basis of the computed prediction.