k1 = a
k2 = b
k3 = c
k4 = aa
k5 = g2
k6 = s1
k7 = s2
k8 = u2
k9 = p1
k10 = g1
k11 = p2
k12 = g3
k13 = u3
k14 = tumor_microenvironment