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. 2021 Oct 15;11:742062. doi: 10.3389/fcimb.2021.742062

Table 5.

Top 20 mutations ranked by RFECV for MCF on F1 set.

NO. AdaBoost DecisionTree GradientBoosting SVC_Linear RandomForest
1 B9J08_003489_D695V FKS1_S639Y/S639F FKS1_S639Y/S639F B9J08_003902_G126R FKS1_S639Y/S639F
2 B9J08_003726_T631S FKS1_S639P FKS1_S639P FKS1_S639Y/S639F FKS1_S639P
3 ABC_T37A B9J08_000274_V248F B9J08_001033_L136F FKS1_S639P B9J08_000274_F180V
4 FKS1_S639Y/S639F B9J08_000274_F180V ERG11_I466M* CDR1_H771R* FKBP12_S4N*
5 FKS1_S639P ERG11_I466M* B9J08_000274_V248F ERG11_I466M* ERG11_Y132F
6 FKS1_F219V B9J08_001033_L136F FKS1_D979N B9J08_000274_V248G B9J08_001033_L136F
7 CDR1_E709D PGA7_E49D* FKS1_K848R FKS1_L972M TAC1B_A657V
8 CDR1_V704L ERG11_F126L B9J08_000274_F180V MRR1_R249K ERG11_I466M*
9 UPC2_E229K CDR1_V704L B9J08_000274_V248G FKBP12_S4N* B9J08_000161_N244K
10 B9J08_000274_F180V TAC1B_A640V B9J08_003735_H8Q B9J08_000162_D109G ERG3_L262I
11 ERG11_I466M* B9J08_003726_G756V PGA7_E49D* B9J08_000162_P110S CDR1_V704L
12 TAC1B_A640V FKS1_F219V FKS1_S846A MRR1_I211V PGA7_E49D*
13 PGA7_E49D* PGA7_A18P* ABC_Y504H B9J08_000274_F180V B9J08_004009_E641K
14 B9J08_003726_G756V B9J08_001445_L368F B9J08_000274_N243K B9J08_003489_D695V FKS1_L972M
15 CDR1_E709G ABC_V3I MRR1_N647T B9J08_000162_E475K PGA7_A131T
16 B9J08_001033_L136F B9J08_003726_N248H B9J08_003726_K299R ERG11_Y132F ERG11_K143R
17 ERG11_Y132F B9J08_000166_V641D B9J08_000274_A245G CDR1_E709D PGA7_A18P*
18 CDR1_H771R* B9J08_003726_S279N TAC1B_A640V B9J08_003726_P586S FKS1_K848R
19 ABC_V3I B9J08_000166_S685N ERG11_F126L B9J08_003622_V132L CDR1_H771R*
20 PGA7_A18P* B9J08_003726_K299R B9J08_000274_A231D B9J08_003622_S249T ERG3_V258I

Bolded means previously reported mutations.

*Represents drug resistance mutation should be paid special attention to.