EdgeRelationType {SMRUCC.genomics.Analysis.GEARS.Graph}

.NET clr documentation

EdgeRelationType

Description

基因调控图中边的关系类型

GEARS 将先验调控网络建模为异质图（heterogeneous graph）， 不同类型的调控关系在消息传递时使用不同的变换矩阵与符号， 从而让模型能够学习到「激活边传递同向信号、抑制边传递反向信号」这样的生物学语义。

Declare

            
# namespace SMRUCC.genomics.Analysis.GEARS.Graph
export class EdgeRelationType extends Enum {
   # 自环边（节点保留自身信息）
   SelfLoop: EdgeRelationType = 0;

   # 激活/正向调控（TF 促进靶基因表达）
   Activation: EdgeRelationType = 1;

   # 抑制/负向调控（TF 抑制靶基因表达）
   Repression: EdgeRelationType = 2;

   # 共表达边（由 control 表达谱相关性推断，无方向信息）
   CoExpression: EdgeRelationType = 3;

}

        

.NET clr type reference tree

1. this class extends from Enum class: Enum
2. use by field member SelfLoop: EdgeRelationType
3. use by field member Activation: EdgeRelationType
4. use by field member Repression: EdgeRelationType
5. use by field member CoExpression: EdgeRelationType

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