Table 1 Pan-urologic cancer genomic subtypes

From: Pan-urologic cancer genomic subtypes that transcend tissue of origin

Subtype (n cases)

Associated cancer types (%)

Associated external subtypes

Survival association

Associated pathways

c1 (216)

BLCA (56), KICH (23), KIRP (19)

BLCA:c1 luminal, BLCA:papillary histology, KIRP:type 1 histology

BLCA:better, KIRP:worse

fatty acid synthesis

c2 (333)

BLCA (28), PRAD (59), KIRP (6), KIRC (5)

PRAD:ERG fusion, PRAD:iCluster2, PRAD:meth. cluster3, BLCA:c2 lum. immune

BLCA:worse, PRAD:worse

PTEN loss (PRAD), Hippo

c3 (106)

KIRP (72), KIRC (10), PRAD (8), KICH (6)

KIRP:type 1 histology, RCC:P-e.1b

intermediate

 

c4 (253)

PRAD (70), TGCT (28)

PRAD:ETV fusion/high, PRAD:iCluster1, PRAD:meth. cluster2, TGCT:seminoma

PRAD:worse

SPOP and FOXA1 mutations (PRAD), KIT and KRAS mutations (TGCT), Hippo, immune checkpoint

c5 (269)

KIRC (62), KIRP (38)

RCC:CC-e.3, RCC:P-e.2, RCC:P.CIMP-e, RCC:hypermeth., KIRP:type 2 histology

KIRC:worse, KIRP:worse

fatty acid synthesis, pentose phosphate, Hypoxia, EMT, NRF2-ARE, Hippo, immune checkpoint

c6 (268)

KIRC (52), KIRP (18), TGCT (30)

RCC:CC-e.2, RCC:mixed, TGCT:non-seminoma

KIRC:better, KIRP:better

 

c7 (202)

KIRC (98)

RCC:CC-e.1, RCC:CC-e.2

intermediate

 

c8 (192)

BLCA (99)

PanCan12:squamous, BLCA:c2 lum. immune BLCA:c3 basal BLCA:c4 immune undiff.

worse

Hypoxia, EMT, NRF2-ARE, immune checkpoint

c9 (115)

PRAD (100)

PRAD:ERG fusion, PRAD:iCluster3, PRAD:meth. cluster4

better

Hypoxia, EMT, NRF2-ARE, immune checkpoint

  1. BLCA TCGA bladder project, KICH TCGA chromophobe renal project, KIRC TCGA clear cell renal project, KIRP TCGA papillary renal project PRAD TCGA prostate project, TGCT TCGA testicular project, RCC, renal cell carcinoma (KICH, KIRC, KIRP). Associated external subtypes described in Fig. 3