Table 2 The top 5 most resistant tumoroid compositions for each treatment are listed with their corresponding normalized viability values

From: Cracking the code: predicting tumor microenvironment enabled chemoresistance with machine learning in the human tumoroid models

 

Most resistant tumoroid cellular composition for each treatment

Order of resistance

Overall drug response

Carboplatin drug response

Paclitaxel drug response

PACMA31 drug response

N773 drug response

SC144 drug response

5

most resistant

Composition 11

60 OVCAR3 + 500 U937

Composition 11

60 OVCAR3 + 500 U937

Composition 14

60 OVCAR3 + 400 MSC + 400 EC + 100 U937

Composition 11

60 OVCAR3 + 500 U937

Composition 14

60 OVCAR3 + 400 MSC + 400 EC + 100 U937

Composition 15

60 OVCAR3 + 200 MSC + 200 EC + 500 U937

4

Composition 15

60 OVCAR3 + 200 MSC + 200 EC + 500 U937

Composition 21

60 OVCAR3 + 500 EC + 500 U937

Composition 5

60 OVCAR3 + 60 MSC + 60 EC + 60 U937

Composition 7

300 OVCAR3 + 60 MSC + 60 EC + 60 U937

Composition 11

60 OVCAR3 + 500 U937

Composition 1

30 OVCAR3

3

Composition 5

60 OVCAR3 + 60 MSC + 60 EC + 60 U937

Composition 22

60 OVCAR3 + 500 MSC + 500 U937

Composition 10

60 OVCAR3 + 500 EC

Composition 4

120 OVCAR3 + 20 MSC + 20 EC + 20 U937

Composition 16

60 OVCAR3 + 200 MSC + 500 EC + 200 U937

Composition 2

60 OVCAR3

2

Composition 22

60 OVCAR3 + 500 MSC + 500 U937

Composition 5

60 OVCAR3 + 60 MSC + 60 EC + 60 U937

Composition 16

60 OVCAR3 + 200 MSC + 500 EC + 200 U937

Composition 5

60 OVCAR3 + 60 MSC + 60 EC + 60 U937

Composition 15

60 OVCAR3 + 200 MSC + 200 EC + 500 U937

Composition 12

60 OVCAR3 + 400 MSC + 200 EC + 100 U937

1

least resistant

Composition 23

60 OVCAR3 + 500 MSC + 500 EC + 500 U937

Composition 13

300 MSC + 300 EC + 300 U937

Composition 15

60 OVCAR3 + 200 MSC + 200 EC + 500 U937

Composition 15

60 OVCAR3 + 200 MSC + 200 EC + 500 U937

Composition 22

60 OVCAR3 + 500 MSC + 500 U937

Composition 7

300 OVCAR3 + 60 MSC + 60 EC + 60 U937