Skip to main content

Table 4 Manually verified relationships in the validation and test set with ensemble prediction standard deviation less than interaction-wise threshold and predicted confidence greater than interaction-wise threshold, taking the precision to 100.0

From: Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT

PubMed

Phrases describing relationships in the abstract

Label

Prediction

Validation

12150926

mTOR (P42345)-catalyzed phosphorylation of 4EBP1 (Q13541) in vitro

phosphorylation

phosphorylation

15733869

SGK (O00141) physically associates with CREB (P16220) and SGK (O00141) phosphorylates it on serine 133

phosphorylation

phosphorylation

15557335

Src (P12931) phosphorylated Alix (Q8WUM4) at a C-terminal

phosphorylation

phosphorylation

15527798

Phosphorylation of MDM2 (Q00987) by the protein kinase AKT (P31749)

phosphorylation

phosphorylation

10864201

Radiation-induced phosphorylation of p53 (P04637) protein at serine 15, largely mediated by ATM (Q13315) kinase

Phosphorylation

phosphorylation

24548923

Akt (P31749)-mediated phosphorylation of Carma1 (Q9BXL7)

phosphorylation

phosphorylation

19407811

BubR1 (O60566) forms a complex with PCAF (Q92831) and is acetylated at lysine 250

acetylation

acetylation

Test

21920476

coilin (P38432) is phosphorylated in Ser184 by both VRK1 (Q99986)

phosphorylation

phosphorylation

19424295

Previous studies of cofilin (P23528) have shown that it is phosphorylated primarily by the LIM domain kinases Limk1 (P53667)

phosphorylation

phosphorylation

22726438

FGFR2 (P21802) phosphorylates tyrosine residues on Grb2 (P62993)

phosphorylation

phosphorylation

11154276

Akt (P31749) decreased ASK1 (Q99683) kinase activity stimulated by both oxidative stress and overexpression in 293 cells by phosphorylating a consensus Akt (P31749) site at serine 83 of ASK1 (Q99683)

phosphorylation

phosphorylation

25605758

Phosphorylation of Rab5b (P61020) by LRRK2 (Q5S007) also exhibited

phosphorylation

phosphorylation

20856200

Binding of AKT (P31749) (tail region) to Vim (P08670) (head region) results in Vim (P08670) Ser39 phosphorylation

phosphorylation

phosphorylation

21986944

MAK (P20794) associates with CDH1 (P12830) (FZR1 (Q9UM11), fizzy/cell division cycle 20 related 1) and phosphorylates CDH1 (P12830)

Negative

phosphorylation

15862297

HDM2 (Q00987) phosphorylation by Chk2 (O96017) doubles in the presence of p53 (P04637)

Negative

phosphorylation

21887822

Hsp70 (P34932) is phosphorylated by Plk1 (P53350)

Negative

phosphorylation

  1. The bold highlights where the mentions of participating proteins