Chakraborty Atreyi, Srimali Saksham, Topno Rohan, Ranshur Ajinkya, Madhusudhan Mallur Srivatsan
Department of Biology, Indian Institute of Science Education and Research, Pune, Maharashtra 411008, India.
Department of Data Science, Indian Institute of Science Education and Research, Pune, Maharashtra 411008, India.
Nucleic Acids Res. 2025 Jul 7;53(W1):W376-W382. doi: 10.1093/nar/gkaf420.
Our web server MAGNETIC (Motif Associated Gene NETworks in Chromosomes) allows users to search the human genome for correlations between promoter regions of genes. The correlations take into consideration the similarity of the abundance of 5/6-mer motifs in gene promoters. The promoters could be 1, 2, or 6 kb upstream of the gene start site. Genes with similar motif abundances are linked to form a gene regulatory network. These networks could help determine or even discover gene networks of input genes. Our database could also be searched by motifs (including degenerate positions). The results identify the abundance of the motif in the promoters of all genes. The promoters where the motif is found in high abundance are likely to be target binding sites of a protein that recognizes the input sequence. MAGNETIC can also determine the similarity between gene promoters at the scale of whole chromosomes. We have showcased our server using a few examples that involve the consensus recognition motif of the transcription factor, Myc, and the genes it regulates. We have identified putative new targets of Myc and also found instances where Myc could only indirectly regulate genes. This server could help make important connections between genes and give insights into gene regulation and function.
我们的网络服务器MAGNETIC(染色体中与基序相关的基因网络)允许用户在人类基因组中搜索基因启动子区域之间的相关性。这种相关性考虑了基因启动子中5/6聚体基序丰度的相似性。启动子可以位于基因起始位点上游1、2或6 kb处。具有相似基序丰度的基因相互连接形成一个基因调控网络。这些网络有助于确定甚至发现输入基因的基因网络。我们的数据库也可以通过基序(包括简并位置)进行搜索。结果会识别所有基因启动子中该基序的丰度。在启动子中发现该基序丰度较高的那些启动子很可能是识别输入序列的蛋白质的靶标结合位点。MAGNETIC还可以在整条染色体的尺度上确定基因启动子之间的相似性。我们通过一些涉及转录因子Myc的共有识别基序及其调控的基因的例子展示了我们的服务器。我们已经确定了Myc的假定新靶标,并且还发现了Myc只能间接调控基因的情况。这个服务器有助于在基因之间建立重要联系,并深入了解基因调控和功能。