Table 3 Actionability provided by germline and somatic tissue and liquid biopsy-based.

From: Clinical utility of liquid biopsy and integrative genomic profiling in early-stage and oligometastatic cancer patients treated with radiotherapy

Patient #

Diagnosis

Treatment

Follow-up

Other types of actionability

ESCAT tier

Tissue biopsy

Liquid biopsy

Clinical trials

Tissue biopsy

Liquid biopsy

Tissue biopsy

Liquid biopsy

1

NSCLC (adenocarcinoma)

IV-A

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068, NCT03948763

ATR p.Leu341Phe / EGFR p.Gly517Cys / GNA11 p.Glu245Lys / IGF1R p.Glu979* / KRAS p.Gly12Val / MET p.Asp1222Asn / ROS1 p.Met1118Ile / TP53 p.Phe341_Arg342delinsLeu

FGFR2 p.Glu777Lys

KRAS p.Gly12Val PROGNOSIS

2

NSCLC (adenocarcinoma)

I-A

EGFR p.Glu746_Ala750del afatinib, dacomitinib, erlotinib, erlotinib + ramucirumab, gefitinib, osimertinib

NA

EGFR p.Glu746_Ala750del

BRAF N486_T491>K

III-B

BRAF N486_T491>K dabrafenib + trametinib

NCT04620330

3

NSCLC (poorly differentiated carcinoma)

BAP1 p.Ala134Thr / JAK1 p.Ser1137Pro / TP53 p.Tyr220Cys

4

NSCLC (squamous cell carcinoma)

III-A

PIK3CA p.Glu542Lys alpelisib + fulvestrant (other tumour)

NCT04073680, NCT04774952

IL7R p.Lys395Arg / PIK3CA p.Glu110Lys / PIK3CA p.Glu542Lys / RET p.Pro1053Ser / TP53 p.Gln331*

PIK3CA p.Glu542Lys

EXT1 p.Tyr119* GENETIC COUNSELLING

III-A

PIK3CA p.Glu110Lys alpelisib + fulvestrant (other tumour)

NCT04073680, NCT04774952

5

Pilomatrix carcinoma

III-A

CTNNB1 p.Asp32Tyr everolimus + letrozole, imatinib, vinorelbina (other tumour)

CSF1R p.Arg579Trp / CTNNB1 p.Asp32Tyr / FGFR4 p.Arg606Gln / TP53 p.Arg248Trp

BRIP1 p.Phe176Serfs*9 GENETIC COUNSELLING

III-A

BRIP1 p.Phe176Serfs*9 olaparib (other tumour)

NCT04171700

6

Colon adenocarcinoma

III-A

FBXW7 p.Arg465Cys temsirolimus, veliparib, sirolimus, everolimus, (other tumour)

FBXW7 p.Arg465Cys / KDR p.Gln268Lys / TP53 p.Arg273Cys

TP53 p.Arg273Cys

7

Uterine leiomyosarcoma

TP53 p.Pro27Leufs*17

TP53 p.Pro27Leufs*17

8

Squamous cell carcinoma of the cervix

III-A

PIK3CA amplification N=6, PIK3CA p.Glu542Lys alpelisib + fulvestrant (other tumour)

-

NCT04073680, NCT04774952, NCT04836663

PIK3CA p.Glu542Lys

9

Clear cell renal cell carcinoma

CSF3R p.Asp172Asn

10

Uterine carcinosarcoma

III-A

BRCA1 p.Gln1111Asnfs*5 niraparib, olaparib, rucaparib, talazoparib (other tumour)

NCT04171700, NCT03552471

PIK3R1 p.Arg358Pro / PIK3R1 p.Gln579* / TP53 c.993+1G>A

BRCA1 p.Gln1111Asnfs*5 GENETIC COUNSELLING

IV-A

PIK3R1 p.Gln579* PI3K inhibitors, mTOR inhibitors, AKT inhibitors

NCT04836663

12

Adenocarcinoma of the bladder

IV-A

KRAS amplification N=9 cobimetinib, binimetinib, trametinib

NCT03634982

TP53 p.Cys275Arg

CCND1 amplification N = 7PROGNOSIS

13

NSCLC (squamous cell carcinoma)

III-A

PTEN p.Gly165Glu everolimus, tensirolimus (other tumours)

NCT04591431, NCT02465060

IGF2 p.Thr40Asn / JAK3 c.566+1G>T / MTOR p.Ala1971Val / PTEN p.Gly165Glu / TP53 p.Pro250Leu / TSC2 p.Arg344Met

14

NSCLC (squamous cell carcinoma)

III-A

MAP2K1 p.Lys57Asn trametinib (other tumour)

NCT04488003

MAP2K1 p.Lys57Asn / TP53 p.Arg156Pro

TP53 p.Arg156Pro

15

NSCLC (adenocarcinoma)

I-A

KRAS p.Gly12Cys sotorasib

NA

CCND3 p.Arg33Cys / KRAS p.Gly12Cys

KRAS p.Gly12Cys PROGNOSIS

16

SCLC

III-A

PTEN p.His61Arg, PTEN c.635-1G>C everolimus, tensirolimus (other tumours)

NCT04774952, NCT04591431

MTOR p.Gly1064Glu / IL7R p.Gly215Phe / ROS1 p.Ser1279Cysfs*51 / TP53 c.560-2A>G

PTEN p.His61Arg / PTEN c.635-1G>C / TP53 c.560-2A>G

17

Colon adenocarcinoma

III-A

NF1 p.Gln786* selumetinib, trametinib (other tumour)

NCT02465060

KRAS p.Gly13Asp / MITF p.Arg406Gln / NF1 p.Gln786* / NF1 p.Ala1429Thr / PIK3CA p.Glu545Lys / TP53 p.Cys229Tyrfs*10

III-A

PIK3CA p.Glu545Lys alpelisib + fulvestrant (other tumour)

NCT04073680, NCT04774952

IV-A / NA (resistance)

KRAS p.Gly13Asp cobimetinib, binimetinib, trametinib / anti-EGFR antibody (resistance)

NCT04117087, NCT03948763

18

NSCLC (adenocarcinoma)

-—

FRS2 p.Asp505Valfs*? / GATA3 p.Ile351Ser / GATA3 p.Gly361Asp / MET p.Asn879Lysfs*23 / PIK3CA p.Asp258Tyr

NF1 p.Ala1716Gly

19

NSCLC (poorly differentiated carcinoma)

FBXW7 p.Asp119Tyr / TP53 p.Val157Phe

20

NSCLC (adenocarcinoma)

STK11 p.Cys132Arg

21

Pancreatic ductal adenocarcinoma

III-A

ATM p.Arg2993* olaparib (other tumour)

NCT03611868, NCT03742895

ATM p.Arg2993* / KRAS p.Gly12Arg

IV-A

KRAS p.Gly12Arg cobimetinib, binimetinib, trametinib

NCT04348045, NCT04117087, NCT03948763

23

SCLC

POLE p.Gln508Ala509delinsHisSer / RET p.Val53Leu / RET p.Gln70Leu / RET p.Arg417Leu / SMO p.Gly65Cys / TP53 p.Arg158Leu

24

NSCLC (adenocarcinoma)

I-A

EGFR p.Glu746_Ser752delinsVal afatinib, dacomitinib, erlotinib, erlotinib + ramucirumab, gefitinib, osimertinib

NA

EGFR p.Glu746_Ser752delinsVal

26

NSCLC (squamous cell carcinoma)

III-A

PTEN p.Glu352* everolimus, tensirolimus (other tumours)

NCT04774952

ERBB4 p.Thr371Asn / FGFR2 c.377-1G>A / GNAS p.Pro22Thr / PTEN p.Glu352* / ROS1 p.His1210Leu / TP53 p.Asp184Glufs*63

27

High-grade transitional cell carcinoma of the bladder

III-A

ARID1A p.Gln2100* berzosertib (other tumour)

NCT04953104

ARID1A p.Gln2100* / CDKN1A p.Pro12Hisfs*19 / CDKN2B p.Asp110Asn / JAK3 p.Asp671Asn / PALB2 p.Glu3* / TP53 p.His179Arg

III-A

PALB2 p.Glu3* olaparib (other tumour)

NCT04171700

28

Colon adenocarcinoma

IV-A / NA (resistance)

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib / anti-EGFR antibody (resistance)

NCT04117087, NCT03948763

KRAS p.Gly12Val / TP53 p.Lys292Glyfs*52

PTPN11 p.Val428Met

KRAS p.Gly12Val PROGNOSIS

29

NSCLC (adenocarcinoma)

III-A

NF1 c.6641+1G>C selumetinib, trametinib (other tumour)

NCT02465060

BRAF p.Asn581Ile / BRCA2 p.His2537Leu / ERBB4 p.Gly727Ala / FGFR4 p.His727Gln / NF1 c.6641+1G>C / NF1 p.Leu1095Phe / POLE c.3583-2A>T / TP53 c.375+1G>T

EGFR p.Gln276His

III-A

POLE c.3583-2A>T pembrolizumab, nivolumab (other tumours)

NCT02715284

30

NSCLC (poorly differentiated carcinoma)

IV-A

KRAS p.Gly12Asp cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068, NCT03948763

GNAS p.Asp466Glu / KRAS p.Gly12Asp / MPL p.Leu234Val / PRKCH p.Asp232Gly / PTEN p.Asp107Val / TP53 p.Arg249Ser / TSC2 p.Val586Leu

KRAS p.Gly12Asp PROGNOSIS

31

NSCLC (squamous cell carcinoma)

IV-A

KRAS p.Gly12Asp cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068, NCT03948763

ERBB4 p.Gly1272Leu / FANCA p.Arg751Trp / GATA3 p.Arg312Glyfs*44 / KDR p.Ile724Met / KRAS p.Gly12Asp / MAP2K2 p.Val283Glu / MET p.Leu920Pro / PDGFRA p.Val1084Met / PIK3CB p.Ile428Phe / TP53 p.Arg249Trp

KRAS p.Gly12Asp PROGNOSIS

32

NSCLC (adenocarcinoma)

IV-A

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068, NCT03948763

ATR p.Asn973Ser / KRAS p.Gly12Val / MTOR p.Asp2102Val / PTCH1 p.Arg606Met / RAD51C p.Leu61Val / RICTOR p.Arg1670Trp / RICTOR p.Pro1397Ser / TP53 p.Gln317*

KRAS p.Gly12Val

KRAS p.Gly12Val PROGNOSIS

33

NSCLC (adenocarcinoma)

III-A

PIK3CA p.Glu545Lys alpelisib + fulvestrant (other tumour)

NCT04073680, NCT0477495

ERBB4 p.Arg103His / KDR p.Gly95Arg / MITF (NM_000248) p.Arg197_Ala198del / PIK3CA p.Glu545Lys / PTCH1 p.Val1137Leu / TP53 p.Leu32Valfs*10

MET 1392+1G>A

34

Pharyngeal squamous cell carcinoma

ATR p.Ser1843Phe / TP53 p.Pro190Leu / TP53 p.Glu294*

35

Colon adenocarcinoma

III-A

NF1 p.Leu1246Cysfs*20 selumetinib, trametinib (other tumour)

NCT02465060

FLT3 p.Gln338* / KRAS p.Ala146Val / NF1 p.Leu1246Cysfs*20 / TP53 p.Arg175His

IV-A / NA (resistance)

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib / anti-EGFR antibody (resistance)

NCT04117087, NCT03948763)

36

NSCLC (adenocarcinoma)

ALK p.Glu657Gln / ARID1A p.Pro526Ser / FLT3 p.Val106Phe / IDH1 p.Gly310Val / IDH2 p.Met293Ile / INPP4B p.Gly146Arg / JAK1 p.Ile928Met / JAK3 p.Asp1025His / MTOR p.Pro574Ser / NF2 p.Glu442Gln / POLE p.Phe695Ile / TP53 p.Arg273Leu

TP53 p.Arg273Leu

37

NSCLC (squamous cell carcinoma)

III-A

PALB2 p.Gly881Valfs*8 olaparib (other tumour)

NCT04171700

KIT p.Arg161Met / PALB2 p.Gly881Valfs*8 / PIK3CA p.Glu542Lys / TP53 p.Arg156Profs*15

III-A

PIK3CA p.Glu542Lys alpelisib + fulvestrant (other tumour)

NCT04073680, NCT04774952

38

NSCLC (adenocarcinoma)

MET p.Gly872Valfs*4

39

Colon adenocarcinoma

IGF1R p.Asp654Val / TP53 p.Asn131Lysfs*42

TP53 p.Arg249Lys

40

NSCLC (adenocarcinoma)

III-A

ATM p.Tyr2019Cys olaparib (other tumour)

NCT03742895

ATM p.Tyr2019Cys / KDR p.Ser971Arg / KRAS p.Gly12Val / PIK3R1 p.Arg574Ile / SMO p.Leu426Pro / TP53 p.Gly154Val

KRAS p.Gly12Val PROGNOSIS

IV-A

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068, NCT03948763

41

Colon adenocarcinoma

IV-A / NA (resistance)

KRAS p.Gly12Asp cobimetinib, binimetinib, trametinib / anti-EGFR antibody (resistance)

NCT04117087, NCT03948763)

AR p.Met788Leu / ATM p.Leu546Val / CCND3 p.Glu253Asp / ERBB2 p.Ala1216Asp / ERBB3 p.Arg488Gln / IGF1R p.Gly1330Ser / IGF2 p.Arg128Lys / KDR p.Cys482Arg / KRAS p.Gly12Asp / MAP2K1 p.Gly301Arg / TP53 p.Arg267Trp / TP53 p.Arg248Gln

KRAS p.Gly12Asp PROGNOSIS

42

Colon adenocarcinoma

I-A

BRAF p.Val600Glu encorafenib + cetuximab

NA

BRAF p.Val600Glu / BRCA2 p.Ala2951Thr / MPL p.Arg592Gln / TP53 p.Ile232del

BRAF p.Val600Glu PROGNOSIS

43

NSCLC (squamous cell carcinoma)

III-A

NF1 p.Arg262Valfs*19 selumetinib, trametinib (other tumour)

NCT02465060

ALK p.Gly939Ser / ARID1A p.Ala1136Ser / ERBB2 p.Ala21Gly / ERBB4 p.Glu547Asp / GNAS p.Arg201Cys / NF1 p.Arg262Valfs*19 / TP53 p.Ser315Leufs*30

ERBB2 p.Ala21Gly / TP53 p.Ser315Leufs*30

44

Melanoma

I-A

BRAF p.Val600Glu vemurafenib, dabrafenib, trametinib, dabrafenib + trametinib, vemurafenib + cobimetinib, encorafenib + binimetinib

NA

BRAF p.Val600Glu / BRCA2 p.Arg2861Lys

BRAF p.Val600Glu PROGNOSIS

45

NSCLC (squamous cell carcinoma)

IV-A

KRAS p.Gln61Leu cobimetinib, binimetinib, trametinib

NCT03170206, NCT04735068

ALK p.Tyr1092* / ERBB4 p.His470Asp / GNAS p.Ser532Alafs*158 / GNAS p.Ala548Pro / KDR p.Tyr418His / KRAS p.Gln61Leu / TP53 p.Gln192*

46

High-grade glioblastoma

III-A

EGFR p.Pro596Leu, EGFR amplification N>25 afatinib, dacomitinib, erlotinib, erlotinib + ramucirumab, gefitinib, osimertinib (other tumour)

NCT04933422, NCT03618667

EGFR p.Pro596Leu / EGFR amplification N>25 / INPP4B p.Ile83Met / MITF p.Arg13* / PTCH1 p.Tyr373* / STAG2 p.Arg604* / TSC1 p.Pro196Arg

IV-A

PTCH1 p.Tyr373* vismodegib, sonidegib

IV-A

STAG2 p.Arg604* olaparib, veliparib, rucaparib

48

SCLC

TP53 p.Leu145Gln / TSC2 p.Asp1403Glu

TP53 p.Leu145Gln

49

NSCLC (adenocarcinoma)

III-A

POLE c.1686+1G>A pembrolizumab, nivolumab (other tumours)

NCT02715284

KRAS p.Gly12Val / POLE c.1686+1G>A / SH2B3 p.Asp241Asn / STK11 c.374+1A>G / TP53 c.375+1G>A

KRAS p.Gly12Val / TP53 c.375+1G>A

III-A

STK11 c.374+1A>G everolimus (other tumour)

NCT04173507

IV-A

KRAS p.Gly12Val cobimetinib, binimetinib, trametinib

NCT03170206

50

SCLC

III-A

KIT p.Asp816Val, KIT p.Asp820Val sorafenib, ponatinib, nilotinib, dasatinib, regorafenib ripretinib, avapritinib

NCT04771520

KIT p.Asp816Val / KIT p.Asp820Val / TP53 p.Cys135Arg / MTOR p.His1819Asn

KIT p.Asp816Val / KIT p.Asp820Val / TP53 p.Cys135Arg / MTOR p.His1819Asn / GNAS p.Arg547His

  1. Treatment with highest level of evidence is given.
  2. NA not applicable, SCLC small cell lung cancer, NSCLC non-small cell lung cancer.