# Landscape of somatic single nucleotide variants and indels in colorectal cancer and impact on survival

**Authors:** Syed H. Zaidi, Tabitha A. Harrison, Amanda I. Phipps, Robert Steinfelder, Quang M. Trinh, Conghui Qu, Barbara L. Banbury, Peter Georgeson, Catherine S. Grasso, Marios Giannakis, Jeremy B. Adams, Elizabeth Alwers, Efrat L. Amitay, Richard T. Barfield, Sonja I. Berndt, Ivan Borozan, Hermann Brenner, Stefanie Brezina, Daniel D. Buchanan, Yin Cao, Andrew T. Chan, Jenny Chang-Claude, Charles M. Connolly, David A. Drew, Alton Brad Farris, Jane C. Figueiredo, Amy J. French, Charles S. Fuchs, Levi A. Garraway, Steve Gruber, Mark A. Guinter, Stanley R. Hamilton, Sophia Harlid, Lawrence E. Heisler, Akihisa Hidaka, John L. Hopper, Wen-Yi Huang, Jeroen R. Huyghe, Mark A. Jenkins, Paul M. Krzyzanowski, Mathieu Lemire, Yi Lin, Xuemei Luo, Elaine R. Mardis, John D. McPherson, Jessica K. Miller, Victor Moreno, Xinmeng Jasmine Mu, Reiko Nishihara, Nickolas Papadopoulos, Danielle Pasternack, Michael J. Quist, Adilya Rafikova, Emma E. G. Reid, Eve Shinbrot, Brian H. Shirts, Lincoln D. Stein, Cherie D. Teney, Lee Timms, Caroline Y. Um, Bethany Van Guelpen, Megan Van Tassel, Xiaolong Wang, David A. Wheeler, Christina K. Yung, Li Hsu, Shuji Ogino, Andrea Gsur, Polly A. Newcomb, Steven Gallinger, Michael Hoffmeister, Peter T. Campbell, Stephen N. Thibodeau, Wei Sun, Thomas J. Hudson, Ulrike Peters

PMC · DOI: 10.1038/s41467-020-17386-z · Nature Communications · 2020-07-20

## TL;DR

This study identifies new mutated genes in colorectal cancer and finds that mutation burden and TP53 mutations affect patient survival.

## Contribution

The study identifies new driver genes and establishes survival associations with mutation burden and TP53 mutations in colorectal cancer.

## Key findings

- PRKCI, SPZ1, MUTYH, MAP2K4, FETUB, and TGFBR2 are significantly mutated genes in CRC.
- Hypermutated tumors show improved survival with increased mutation burden (HR = 0.42).
- TP53 mutations with predicted 0% transcriptional activity are linked to poorer CRC-specific survival (HR = 1.53).

## Abstract

Colorectal cancer (CRC) is a biologically heterogeneous disease. To characterize its mutational profile, we conduct targeted sequencing of 205 genes for 2,105 CRC cases with survival data. Our data shows several findings in addition to enhancing the existing knowledge of CRC. We identify PRKCI, SPZ1, MUTYH, MAP2K4, FETUB, and TGFBR2 as additional genes significantly mutated in CRC. We find that among hypermutated tumors, an increased mutation burden is associated with improved CRC-specific survival (HR = 0.42, 95% CI: 0.21–0.82). Mutations in TP53 are associated with poorer CRC-specific survival, which is most pronounced in cases carrying TP53 mutations with predicted 0% transcriptional activity (HR = 1.53, 95% CI: 1.21–1.94). Furthermore, we observe differences in mutational frequency of several genes and pathways by tumor location, stage, and sex. Overall, this large study provides deep insights into somatic mutations in CRC, and their potential relationships with survival and tumor features.

Large scale sequencing study is of paramount importance to unravel the heterogeneity of colorectal cancer. Here, the authors sequenced 205 cancer genes in more than 2000 tumours and identified additional mutated driver genes, determined that mutational burden and specific mutations in TP53 are associated with survival odds.

## Linked entities

- **Genes:** PRKCI (protein kinase C iota) [NCBI Gene 5584], SPZ1 (spermatogenic leucine zipper 1) [NCBI Gene 84654], MUTYH (mutY DNA glycosylase) [NCBI Gene 4595], MAP2K4 (mitogen-activated protein kinase kinase 4) [NCBI Gene 6416], FETUB (fetuin B) [NCBI Gene 26998], TGFBR2 (transforming growth factor beta receptor 2) [NCBI Gene 7048], TP53 (tumor protein p53) [NCBI Gene 7157]
- **Diseases:** colorectal cancer (MONDO:0005575), CRC (MONDO:0005575)

## Full-text entities

- **Genes:** MAP2K4 (mitogen-activated protein kinase kinase 4) [NCBI Gene 6416] {aka JNKK, JNKK1, MAPKK4, MEK4, MKK4, PRKMK4}, SMAD2 (SMAD family member 2) [NCBI Gene 4087] {aka CHTD8, JV18, JV18-1, LDS6, MADH2, MADR2}, BMPR1A (bone morphogenetic protein receptor type 1A) [NCBI Gene 657] {aka 10q23del, ACVRLK3, ALK-3, ALK3, BMPR-1A, CD292}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, MAPK8 (mitogen-activated protein kinase 8) [NCBI Gene 5599] {aka JNK, JNK-46, JNK1, JNK1A2, JNK21B1/2, PRKM8}, NCAPD3 (non-SMC condensin II complex subunit D3) [NCBI Gene 23310] {aka CAP-D3, CAPD3, MCPH22, hCAP-D3, hHCP-6, hcp-6}, PTEN (phosphatase and tensin homolog) [NCBI Gene 5728] {aka 10q23del, BZS, CWS1, DEC, GLM2, MHAM}, GDF5 (growth differentiation factor 5) [NCBI Gene 8200] {aka BDA1C, BMP-14, BMP14, CDMP1, DUPANS, LAP-4}, FBXW7 (F-box and WD repeat domain containing 7) [NCBI Gene 55294] {aka AGO, CDC4, DEDHIL, FBW6, FBW7, FBX30}, MLH1 (mutL homolog 1) [NCBI Gene 4292] {aka COCA2, FCC2, HNPCC, HNPCC2, LYNCH2, MLH-1}, KRAS (KRAS proto-oncogene, GTPase) [NCBI Gene 3845] {aka 'C-K-RAS, C-K-RAS, CFC2, K-RAS2A, K-RAS2B, K-RAS4A}, RYR1 (ryanodine receptor 1) [NCBI Gene 6261] {aka CCO, CMYO1A, CMYO1B, CMYP1A, CMYP1B, KDS}, CDK12 (cyclin dependent kinase 12) [NCBI Gene 51755] {aka CRK7, CRKR, CRKRS}, SMAD3 (SMAD family member 3) [NCBI Gene 4088] {aka HSPC193, HsT17436, JV15-2, LDS1C, LDS3, MADH3}, MSH2 (mutS homolog 2) [NCBI Gene 4436] {aka COCA1, FCC1, HNPCC, HNPCC1, LCFS2, LYNCH1}, RECQL5 (RecQ like helicase 5) [NCBI Gene 9400] {aka RECQ5}, SPZ1 (spermatogenic leucine zipper 1) [NCBI Gene 84654] {aka CILD38, NYD-TSP1, PPP1R148}, IGF2 (insulin like growth factor 2) [NCBI Gene 3481] {aka C11orf43, GRDF, IGF-II, PP9974, SRS3}, NTHL1 (nth like DNA glycosylase 1) [NCBI Gene 4913] {aka FAP3, NTH1, OCTS3, hNTH1}, POLD1 (DNA polymerase delta 1, catalytic subunit) [NCBI Gene 5424] {aka CDC2, CRCS10, IMD120, MDPL, POLD}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, APC (APC regulator of Wnt signaling pathway) [NCBI Gene 324] {aka BTPS2, DESMD, DP2, DP2.5, DP3, GS}, MSH6 (mutS homolog 6) [NCBI Gene 2956] {aka GTBP, GTMBP, HNPCC5, HSAP, LYNCH5, MMRCS3}, AXIN1 (axin 1) [NCBI Gene 8312] {aka AXIN, CMDOH, PPP1R49}, ACVR2A (activin A receptor type 2A) [NCBI Gene 92] {aka ACTRII, ACVR2}, FETUB (fetuin B) [NCBI Gene 26998] {aka 16G2, Gugu, IRL685}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, ERCC3 (ERCC excision repair 3, TFIIH core complex helicase subunit) [NCBI Gene 2071] {aka BTF2, GTF2H, RAD25, Ssl2, TFIIH, TTD2}, ACVR1B (activin A receptor type 1B) [NCBI Gene 91] {aka ACTRIB, ACVRLK4, ALK4, SKR2}, BRAF (B-Raf proto-oncogene, serine/threonine kinase) [NCBI Gene 673] {aka B-RAF1, B-raf, BRAF-1, BRAF1, NS7, RAFB1}, ATM (ATM serine/threonine kinase) [NCBI Gene 472] {aka AT1, ATA, ATC, ATD, ATDC, ATE}, RNF43 (ring finger protein 43) [NCBI Gene 54894] {aka RNF124, SSPCS, URCC}, PRKCI (protein kinase C iota) [NCBI Gene 5584] {aka DXS1179E, PKCI, nPKC-iota}, SOX9 (SRY-box transcription factor 9) [NCBI Gene 6662] {aka CMD1, CMPD1, ENH13, SRA1, SRXX2, SRXY10}, FAN1 (FANCD2 and FANCI associated nuclease 1) [NCBI Gene 22909] {aka KIAA1018, KMIN, MTMR15, hFAN1}, XPC (XPC complex subunit, DNA damage recognition and repair factor) [NCBI Gene 7508] {aka RAD4, XP3, XPCC, p125}, HNF4A (hepatocyte nuclear factor 4 alpha) [NCBI Gene 3172] {aka FRTS4, HNF4, HNF4a7, HNF4a8, HNF4a9, HNF4alpha}, BTRC (beta-transducin repeat containing E3 ubiquitin protein ligase) [NCBI Gene 8945] {aka BETA-TRCP, FBW1A, FBXW1, FBXW1A, FWD1, bTrCP}, RET (ret proto-oncogene) [NCBI Gene 5979] {aka CDHF12, CDHR16, HSCR1, MEN2A, MEN2B, MTC1}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], TGFBR2 (transforming growth factor beta receptor 2) [NCBI Gene 7048] {aka AAT3, FAA3, LDS1B, LDS2, LDS2B, MFS2}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, NRAS (NRAS proto-oncogene, GTPase) [NCBI Gene 4893] {aka ALPS4, CMNS, N-ras, NCMS, NRAS1, NS6}, CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, SYNE1 (spectrin repeat containing nuclear envelope protein 1) [NCBI Gene 23345] {aka 8B, AMC3, AMCM, ARCA1, C6orf98, CPG2}, BCL9 (BCL9 transcription coactivator) [NCBI Gene 607] {aka LGS}, AMER1 (APC membrane recruitment protein 1) [NCBI Gene 139285] {aka FAM123B, OSCS, WTX}, PMS2 (PMS1 homolog 2, mismatch repair system component) [NCBI Gene 5395] {aka HNPCC4, LYNCH4, MLH4, MMRCS4, PMS-2, PMSL2}, MLH3 (mutL homolog 3) [NCBI Gene 27030] {aka HNPCC7}, SMAD4 (SMAD family member 4) [NCBI Gene 4089] {aka DPC4, JIP, MADH4, MYHRS}, AXIN2 (axin 2) [NCBI Gene 8313] {aka AXIL, ODCRCS}, EGFR (epidermal growth factor receptor) [NCBI Gene 1956] {aka ERBB, ERBB1, ERRP, HER1, NISBD2, NNCIS}, ZHX2 (zinc fingers and homeoboxes 2) [NCBI Gene 22882] {aka AFR1, RAF}, Tgfb1 (transforming growth factor, beta 1) [NCBI Gene 21803] {aka TGF-beta1, TGFbeta1, Tgfb, Tgfb-1}, KMT2D (lysine methyltransferase 2D) [NCBI Gene 8085] {aka AAD10, ALR, BCAHH, CAGL114, KABUK1, KMS}, ERBB3 (erb-b2 receptor tyrosine kinase 3) [NCBI Gene 2065] {aka ErbB-3, FERLK, HER3, LCCS2, MDA-BF-1, VSCN1}, MUTYH (mutY DNA glycosylase) [NCBI Gene 4595] {aka MYH}, TGFBR1 (transforming growth factor beta receptor 1) [NCBI Gene 7046] {aka AAT5, ACVRLK4, ALK-5, ALK5, ESS1, LDS1}, BMPR2 (bone morphogenetic protein receptor type 2) [NCBI Gene 659] {aka BMPR-II, BMPR3, BMR2, BRK-3, POVD1, PPH1}, Tgfbr2 (transforming growth factor, beta receptor II) [NCBI Gene 21813] {aka 1110020H15Rik, DNIIR, RIIDN, TBR-II, TbetaR-II, TbetaRII}
- **Diseases:** liver cancer (MESH:D006528), HM-MSS (MESH:D013132), death (MESH:D003643), lung cancer (MESH:D008175), Colon Cancer (MESH:D015179), glioma (MESH:D005910), NHM (MESH:C580335), MMR deficiency (MESH:C536928), HM tumors (MESH:D009369), 3 tumors (MESH:C565335), MMR (MESH:C536143), oncogenesis (MESH:D063646), appendix and anal cancer (MESH:D001063), intestinal tumors (MESH:D007414), gastric adenocarcinoma (MESH:D013274), inflammation (MESH:D007249),  (MESH:D003110)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** V600E, V104M, R454C/H, R470C/H, V477M, A456P, S310F, P436R/S, S459F, E318K, P286R/S, F367C/S, R352C, V411L

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC7371703/full.md

## References

53 references — full list in the complete paper: https://tomesphere.com/paper/PMC7371703/full.md

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Source: https://tomesphere.com/paper/PMC7371703