Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

EMT / mesenchymal druggability

MeasuredDerived

Table S9 profiles all 92 clinical kinase inhibitors against 47 mesenchymal-specific kinases at a single 1 µM dose — the druggable TGF-β/BMP receptor module (ALK5/TGFBR1, TGFBR2, BMPR2, ACVR1) plus AXL, MET, DDR2, PDGFRA/B, FGFR1, EPHA2, NUAK1, LATS2 and PEAK1. Values are residual activity % (0–100, lower = stronger inhibition); inhibition % = 100 − residual. Drugs are ranked by weighted inhibition — each kinase’s inhibition weighted by its Table S8 mesenchymal fold-change — so coverage of the most mesenchymal-enriched kinases counts for more than the naive S9 Avg.

92 inhibitors ranked by mesenchymal-program coverage

#DrugWeighted inhibition %Mean inhibition %Strong hits (≤35% residual)CoverageProfile
1Gilteritinib48.845.416 / 4734%heatmap →
2Pacritinib48.745.417 / 4736%heatmap →
3Ponatinib47.046.118 / 4738%heatmap →
4Midostaurin45.541.716 / 4734%heatmap →
5Sunitinib45.140.014 / 4730%heatmap →
6Bosutinib44.241.515 / 4732%heatmap →
7Nintedanib43.436.113 / 4728%heatmap →
8Brigatinib39.537.313 / 4728%heatmap →
9Repotrectinib38.436.413 / 4728%heatmap →
10Crizotinib35.836.715 / 4633%heatmap →
11Fedratinib35.429.99 / 4719%heatmap →
12Defactinib35.034.112 / 4726%heatmap →
13Tivozanib34.430.112 / 4726%heatmap →
14Dasatinib32.732.912 / 4726%heatmap →
15Selpercatinib31.826.06 / 4713%heatmap →
16Pralsetinib31.425.89 / 4719%heatmap →
17Ripretinib31.330.413 / 4728%heatmap →
18Axitinib30.525.07 / 4715%heatmap →
19Fostamatinib30.229.38 / 4717%heatmap →
20Cabozantinib27.724.08 / 4717%heatmap →
21Vandetanib26.925.811 / 4723%heatmap →
22Alectinib25.121.84 / 479%heatmap →
23Entrectinib25.020.27 / 4715%heatmap →
24Erdafitinib25.022.49 / 4719%heatmap →
25Abemaciclib24.926.17 / 4715%heatmap →
26Vemurafenib24.522.67 / 4715%heatmap →
27Neratinib24.122.65 / 4711%heatmap →
28Pazopanib24.020.96 / 4713%heatmap →
29Netarsudil23.823.47 / 4715%heatmap →
30Capivasertib23.522.19 / 4719%heatmap →
31Nilotinib22.520.48 / 4717%heatmap →
32Dabrafenib22.524.17 / 4715%heatmap →
33Avapritinib21.818.85 / 4711%heatmap →
34Canertinib21.520.75 / 4711%heatmap →
35Regorafenib21.016.74 / 479%heatmap →
36Upadacitinib20.219.23 / 476%heatmap →
37Lenvatinib19.816.45 / 4711%heatmap →
38Dacomitinib19.519.33 / 476%heatmap →
39Apatinib18.416.54 / 479%heatmap →
40Sorafenib17.813.73 / 476%heatmap →
41Alpelisib16.614.13 / 476%heatmap →
42Baricitinib16.620.03 / 476%heatmap →
43Umbralisib15.413.92 / 474%heatmap →
44Imatinib15.312.03 / 476%heatmap →
45Lazertinib14.911.22 / 474%heatmap →
46Afatinib14.415.82 / 474%heatmap →
47Ibrutinib14.314.22 / 474%heatmap →
48Ceritinib13.613.42 / 474%heatmap →
49Tenalisib13.411.42 / 474%heatmap →
50Ruxolitinib13.416.42 / 474%heatmap →
51Deucravacitinib13.011.92 / 474%heatmap →
52Osimertinib12.611.71 / 472%heatmap →
53Gefitinib12.613.91 / 472%heatmap →
54Pexidartinib12.48.60 / 470%heatmap →
55Pemigatinib12.010.61 / 472%heatmap →
56Erlotinib11.611.52 / 474%heatmap →
57Darovasertib11.312.33 / 476%heatmap →
58Quizartinib11.27.82 / 474%heatmap →
59Infigratinib10.710.22 / 474%heatmap →
60Tepotinib10.57.72 / 474%heatmap →
61Palbociclib10.211.83 / 476%heatmap →
62Pirtobrutinib9.98.80 / 470%heatmap →
63Lorlatinib9.511.51 / 472%heatmap →
64Futibatinib9.58.31 / 472%heatmap →
65Abrocitinib9.310.71 / 472%heatmap →
66Rabusertib8.99.12 / 474%heatmap →
67Capmatinib8.68.51 / 472%heatmap →
68Larotrectinib6.56.10 / 470%heatmap →
69Mobocertinib6.26.11 / 472%heatmap →
70Paxalisib6.26.20 / 470%heatmap →
71Mitapivat6.05.50 / 470%heatmap →
72Lapatinib6.06.31 / 472%heatmap →
73Zanubrutinib6.06.61 / 472%heatmap →
74Gedatolisib5.35.10 / 470%heatmap →
75Tofacitinib5.26.21 / 472%heatmap →
76Ribociclib4.45.70 / 470%heatmap →
77Acalabrutinib4.14.50 / 470%heatmap →
78Encorafenib4.05.31 / 472%heatmap →
79Tucatinib3.54.51 / 472%heatmap →
80Selumetinib3.43.50 / 470%heatmap →
81Asciminib3.43.60 / 470%heatmap →
82Leniolisib3.23.30 / 470%heatmap →
83Cobimetinib3.13.30 / 470%heatmap →
84Everolimus3.03.10 / 470%heatmap →
85Trametinib2.73.50 / 470%heatmap →
86Sirolimus2.73.10 / 470%heatmap →
87Idelalisib2.72.70 / 470%heatmap →
88Binimetinib2.52.80 / 470%heatmap →
89Temsirolimus2.32.30 / 470%heatmap →
90Duvelisib2.22.60 / 470%heatmap →
91Inavolisib2.22.30 / 470%heatmap →
92Remibrutinib1.61.70 / 470%heatmap →

Strong inhibition counts kinases at ≤ 35% residual activity, the same single-dose hit cut used elsewhere on the platform.

Most mesenchymal-enriched targets in the program

Expression weights are the Table S8 mesenchymal/epithelial fold-change.

Kinase (RBC label)HGNCFold-change (mes/epi)Status
AXLAXL5.65Upregulated
MLCK_MYLKMYLK4.25Upregulated
PDGFRBPDGFRB3.93Upregulated
DDR2DDR23.68Upregulated
SGK1SGK12.88Upregulated
PDGFRAPDGFRA2.74Upregulated
FGFR1FGFR12.73Upregulated
AKT3AKT32.59Upregulated

← EMT differential-expression volcano