In Vivo Modeling of Patient Genetic Heterogeneity Identifies New Ways to Target Cholangiocarcinoma

Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of p...

Full description

Saved in:
Bibliographic Details
Published inCancer research (Chicago, Ill.) Vol. 82; no. 8; pp. 1548 - 1559
Main Authors Younger, Nicholas T, Wilson, Mollie L, Martinez Lyons, Anabel, Jarman, Edward J, Meynert, Alison M, Grimes, Graeme R, Gournopanos, Konstantinos, Waddell, Scott H, Tennant, Peter A, Wilson, David H, Guest, Rachel V, Wigmore, Stephen J, Acosta, Juan Carlos, Kendall, Timothy J, Taylor, Martin S, Sproul, Duncan, Mill, Pleasantine, Boulter, Luke
Format Journal Article
LanguageEnglish
Published United States American Association for Cancer Research 15.04.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC. This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients.
AbstractList This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients. Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC.
Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC. This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients.
Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC.Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In the context of such genetic variability, determining which oncogenic mutations drive ICC growth has been difficult, and developing modes of patient stratification and targeted therapies remains challenging. Here we model the interactions between rare mutations with more common driver genes and combine in silico analysis of patient data with highly multiplexed in vivo CRISPR-spCas9 screens to perform a functional in vivo study into the role genetic heterogeneity plays in driving ICC. Novel tumor suppressors were uncovered, which, when lost, cooperate with the RAS oncoprotein to drive ICC growth. Focusing on a set of driver mutations that interact with KRAS to initiate aggressive, sarcomatoid-type ICC revealed that tumor growth relies on Wnt and PI3K signaling. Pharmacologic coinhibition of Wnt and PI3K in vivo impeded ICC growth regardless of mutational profile. Therefore, Wnt and PI3K activity should be considered as a signature by which patients can be stratified for treatment independent of tumor genotype, and inhibitors of these pathways should be levied to treat ICC.This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients.SIGNIFICANCEThis work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow, suggesting common therapeutic vulnerabilities across patients.
Author Sproul, Duncan
Jarman, Edward J
Wilson, Mollie L
Grimes, Graeme R
Guest, Rachel V
Mill, Pleasantine
Gournopanos, Konstantinos
Tennant, Peter A
Meynert, Alison M
Wilson, David H
Kendall, Timothy J
Martinez Lyons, Anabel
Acosta, Juan Carlos
Younger, Nicholas T
Wigmore, Stephen J
Waddell, Scott H
Taylor, Martin S
Boulter, Luke
AuthorAffiliation 2 Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
4 Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
3 Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Crewe Road South, Edinburgh, United Kingdom
1 MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
AuthorAffiliation_xml – name: 4 Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
– name: 3 Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Crewe Road South, Edinburgh, United Kingdom
– name: 1 MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– name: 2 Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
Author_xml – sequence: 1
  givenname: Nicholas T
  orcidid: 0000-0001-7601-9283
  surname: Younger
  fullname: Younger, Nicholas T
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 2
  givenname: Mollie L
  orcidid: 0000-0001-8164-7065
  surname: Wilson
  fullname: Wilson, Mollie L
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 3
  givenname: Anabel
  orcidid: 0000-0001-6455-7172
  surname: Martinez Lyons
  fullname: Martinez Lyons, Anabel
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 4
  givenname: Edward J
  surname: Jarman
  fullname: Jarman, Edward J
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 5
  givenname: Alison M
  orcidid: 0000-0001-5839-1751
  surname: Meynert
  fullname: Meynert, Alison M
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 6
  givenname: Graeme R
  surname: Grimes
  fullname: Grimes, Graeme R
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 7
  givenname: Konstantinos
  surname: Gournopanos
  fullname: Gournopanos, Konstantinos
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 8
  givenname: Scott H
  surname: Waddell
  fullname: Waddell, Scott H
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 9
  givenname: Peter A
  orcidid: 0000-0002-1233-8602
  surname: Tennant
  fullname: Tennant, Peter A
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 10
  givenname: David H
  orcidid: 0000-0001-8322-0380
  surname: Wilson
  fullname: Wilson, David H
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 11
  givenname: Rachel V
  orcidid: 0000-0003-3213-7688
  surname: Guest
  fullname: Guest, Rachel V
  organization: Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
– sequence: 12
  givenname: Stephen J
  surname: Wigmore
  fullname: Wigmore, Stephen J
  organization: Clinical Surgery, University of Edinburgh, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
– sequence: 13
  givenname: Juan Carlos
  orcidid: 0000-0002-7989-7329
  surname: Acosta
  fullname: Acosta, Juan Carlos
  organization: Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, Crewe Road South, Edinburgh, United Kingdom
– sequence: 14
  givenname: Timothy J
  orcidid: 0000-0002-4174-2786
  surname: Kendall
  fullname: Kendall, Timothy J
  organization: Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
– sequence: 15
  givenname: Martin S
  orcidid: 0000-0001-7656-330X
  surname: Taylor
  fullname: Taylor, Martin S
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 16
  givenname: Duncan
  orcidid: 0000-0001-6168-4563
  surname: Sproul
  fullname: Sproul, Duncan
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 17
  givenname: Pleasantine
  surname: Mill
  fullname: Mill, Pleasantine
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
– sequence: 18
  givenname: Luke
  orcidid: 0000-0002-7954-6705
  surname: Boulter
  fullname: Boulter, Luke
  organization: MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, United Kingdom
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35074757$$D View this record in MEDLINE/PubMed
BookMark eNpVUU1v1DAQtVAR3RZ-AshHLmn9GScXpGpV2pVK4VDgaE2cSWqUtYvtLdp_T6KWVTmNRvPmzZv3TshRiAEJec_ZGee6OWeMNZVWRpw5CJXgldC6fkVWXMumMkrpI7I6YI7JSc6_5lZzpt-QY6mZUUabFek2gf7wj5F-iT1OPow0DvQbFI-h0CsMWLyj11gwxXHufNnTTT_P_OAx01v8Q3_CPtMS6R2kEQtd38cJwuijg-R8iFt4S14PMGV891xPyffPl3fr6-rm69VmfXFTOWVMqVwtuJOyln0ru1oKBQak1NL1bd8oaBUDgYxzBwNIPkDjOoWd6lkrHe9lI0_Jpyfeh123xd7NKhNM9iH5LaS9jeDt_5Pg7-0YH20rdWsknwk-PhOk-HuHuditzw6n-R-Mu2xFLUStZ-MWqH6CuhRzTjgcznBml3zs4r1dvLfri1sruF3ymfc-vNR42PoXiPwL-YOPxQ
CitedBy_id crossref_primary_10_1016_j_jcmgh_2024_01_006
crossref_primary_10_1111_liv_15383
crossref_primary_10_1186_s13046_024_03036_5
crossref_primary_10_1126_scitranslmed_abq5930
crossref_primary_10_11569_wcjd_v30_i14_614
crossref_primary_10_1038_s41575_022_00739_y
crossref_primary_10_1016_j_jhep_2024_02_008
crossref_primary_10_1242_dmm_050231
Cites_doi 10.1111/liv.14100
10.1038/ng.3375
10.1038/s41587-020-0439-x
10.1073/pnas.0601602103
10.1172/JCI76452
10.1038/ng.2256
10.1126/science.1247005
10.1038/ncomms7087
10.1016/S2468-1253(19)30189-X
10.1200/JCO.2019.37.15_suppl.TPS4155
10.3748/wjg.v25.i5.608
10.1016/S0140-6736(21)00153-7
10.1172/JCI27282
10.1073/pnas.1600067113
10.1073/pnas.1512392112
10.1053/j.gastro.2015.02.056
10.1016/j.ccell.2019.02.010
10.1007/s00428-006-0291-5
10.12703/P5-17
10.1172/JCI63212
10.1038/s41598-021-90958-1
10.1038/s41388-018-0188-1
10.1093/bib/bbs017
10.1002/hep.30556
10.1038/srep31665
10.1038/s41556-020-0505-0
10.1038/s41575-020-0310-z
10.1038/ng.2806
10.1016/j.celrep.2017.06.008
10.1038/s41388-019-0883-6
10.1038/nature10599
10.1016/j.jhep.2018.02.029
10.1038/s41419-019-1389-4
10.1002/hep.31110
10.1038/cdd.2016.54
10.1038/s41388-019-0908-1
10.1186/gb-2010-11-5-r53
10.1186/s12885-020-06735-2
10.1038/ncomms6696
10.1093/nar/gkx181
10.1002/hep.30816
10.1016/j.annonc.2021.04.012
10.1073/pnas.0908428107
10.1158/0008-5472.CAN-17-1123
10.1155/2010/701476
10.1242/dev.162123
10.1038/nmeth.2642
ContentType Journal Article
Copyright 2022 The Authors; Published by the American Association for Cancer Research.
2022 The Authors; Published by the American Association for Cancer Research 2022 American Association for Cancer Research
Copyright_xml – notice: 2022 The Authors; Published by the American Association for Cancer Research.
– notice: 2022 The Authors; Published by the American Association for Cancer Research 2022 American Association for Cancer Research
DBID CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
5PM
DOI 10.1158/0008-5472.can-21-2556
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
MEDLINE - Academic
DatabaseTitleList
MEDLINE
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
DocumentTitleAlternate In Vivo Screens Identify Therapeutic Vulnerabilities in ICC
EISSN 1538-7445
EndPage 1559
ExternalDocumentID 10_1158_0008_5472_CAN_21_2556
35074757
Genre Research Support, Non-U.S. Gov't
Journal Article
GrantInformation_xml – fundername: Medical Research Council
  sequence: 0
  grantid: MC_UU_12018/26
– fundername: Wellcome Trust
  sequence: 0
  grantid: 207793
– fundername: Cancer Research UK
  sequence: 0
  grantid: 20837
– fundername: Cancer Research UK
  sequence: 0
  grantid: A20837
– fundername: Cancer Research UK
  sequence: 0
  grantid: C52499/A27948
– fundername: Wellcome Trust
  sequence: 0
– fundername: Medical Research Council
  sequence: 0
  grantid: MC_UU_00007/14
– fundername: Medical Research Council
  sequence: 0
  grantid: MC_PC_17159
– fundername: Cancer Research UK
  sequence: 0
  grantid: 27948
– fundername: Medical Research Council
  sequence: 0
  grantid: MC_UU_00007/11
– fundername: ;
  grantid: 207793/Z/17/Z
– fundername: ;
  grantid: C52499/A27948
– fundername: ;
  grantid: 2016/108, 2017/115
GroupedDBID ---
-ET
18M
29B
2WC
34G
39C
476
53G
5GY
5RE
5VS
6J9
ABOCM
ACGFO
ACIWK
ACPRK
ACSVP
ADBBV
ADCOW
ADNWM
AENEX
AFHIN
AFOSN
AFRAH
ALMA_UNASSIGNED_HOLDINGS
BAWUL
BTFSW
CGR
CS3
CUY
CVF
DIK
DU5
EBS
ECM
EIF
EJD
F5P
FRP
GX1
IH2
KQ8
L7B
LSO
NPM
OK1
P0W
P2P
PQQKQ
RCR
RHF
RHI
RNS
SJN
TR2
W2D
W8F
WH7
WOQ
YKV
YZZ
AAYXX
CITATION
7X8
5PM
AETEA
ID FETCH-LOGICAL-c477t-c621c3363d93b6324a7a3353cd9d84a940a2e011cafa31fa8cb4eb4d093c1d383
ISSN 0008-5472
1538-7445
IngestDate Tue Sep 17 21:30:13 EDT 2024
Sat Oct 26 04:45:51 EDT 2024
Thu Nov 21 22:18:05 EST 2024
Tue Dec 10 01:30:36 EST 2024
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 8
Language English
License 2022 The Authors; Published by the American Association for Cancer Research.
This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c477t-c621c3363d93b6324a7a3353cd9d84a940a2e011cafa31fa8cb4eb4d093c1d383
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Current address for N.T. Younger and D.H. Wilson: Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom.
N.T. Younger and M.L. Wilson contributed equally to this article.
ORCID 0000-0001-6455-7172
0000-0002-4174-2786
0000-0001-6168-4563
0000-0002-1233-8602
0000-0002-7954-6705
0000-0001-7656-330X
0000-0003-3213-7688
0000-0001-5839-1751
0000-0002-7989-7329
0000-0001-7601-9283
0000-0001-8322-0380
0000-0001-8164-7065
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC9359731
PMID 35074757
PQID 2622657471
PQPubID 23479
PageCount 12
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_9359731
proquest_miscellaneous_2622657471
crossref_primary_10_1158_0008_5472_CAN_21_2556
pubmed_primary_35074757
PublicationCentury 2000
PublicationDate 2022-04-15
PublicationDateYYYYMMDD 2022-04-15
PublicationDate_xml – month: 04
  year: 2022
  text: 2022-04-15
  day: 15
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle Cancer research (Chicago, Ill.)
PublicationTitleAlternate Cancer Res
PublicationYear 2022
Publisher American Association for Cancer Research
Publisher_xml – name: American Association for Cancer Research
References Farshidfar (2022080820341194300_bib22) 2017; 19
Fan (2022080820341194300_bib28) 2012; 122
Carnero (2022080820341194300_bib40) 2008
Monga (2022080820341194300_bib49) 2015; 148
Kim (2022080820341194300_bib34) 2019; 25
Shalem (2022080820341194300_bib12) 2014; 343
Weber (2022080820341194300_bib26) 2015; 112
Ewels (2022080820341194300_bib14) 2020; 38
Lowery (2022080820341194300_bib18) 2019; 4
Kim (2022080820341194300_bib32) 2016; 23
Rios (2022080820341194300_bib16) 2019; 35
Read (2022080820341194300_bib13) 2017; 45
Dong (2022080820341194300_bib25) 2018; 69
Malhotra (2022080820341194300_bib33) 2010; 2010
Guichard (2022080820341194300_bib36) 2012; 44
Mah (2022080820341194300_bib38) 2016; 6
Wang (2022080820341194300_bib27) 2018; 37
Qiao (2022080820341194300_bib50) 2019; 70
Boulter (2022080820341194300_bib35) 2015; 125
Wang (2022080820341194300_bib45) 2019; 10
Sriskandarajah (2022080820341194300_bib17) 2020; 20
Gonzalez-Perez (2022080820341194300_bib10) 2013; 10
Sato (2022080820341194300_bib37) 2006; 449
Xu (2022080820341194300_bib41) 2006; 116
Chan-On (2022080820341194300_bib8) 2013; 45
Jusakul (2022080820341194300_bib9) 2017
Guest (2022080820341194300_bib43) 2016; 113
Attisano (2022080820341194300_bib48) 2013; 5
Kang (2022080820341194300_bib30) 2011; 479
Benhamouche-Trouillet (2022080820341194300_bib47) 2018; 145
Zhong (2022080820341194300_bib51) 2019; 38
Adeva (2022080820341194300_bib3) 2019; 39
Bekaii-Saab (2022080820341194300_bib20) 2021; 32
Thorvaldsdóttir (2022080820341194300_bib15) 2013; 14
Nakamura (2022080820341194300_bib21) 2015; 47
Morton (2022080820341194300_bib31) 2010; 107
Javle (2022080820341194300_bib19) 2019; 37
O'Rourke (2022080820341194300_bib39) 2020; 71
Chen (2022080820341194300_bib42) 2021; 11
Dawson (2022080820341194300_bib44) 2020; 22
Sia (2022080820341194300_bib11) 2015; 6
Newman (2022080820341194300_bib24) 2006; 103
Cui (2022080820341194300_bib46) 2019; 38
Tennant (2022080820341194300_bib29) 2020
Goeppert (2022080820341194300_bib6) 2020; 72
Zou (2022080820341194300_bib7) 2014; 5
Banales (2022080820341194300_bib1) 2020; 17
Hill (2022080820341194300_bib5) 2018; 78
Wu (2022080820341194300_bib23) 2010; 11
Petmitr (2022080820341194300_bib4) 1998; 29
Valle (2022080820341194300_bib2) 2021; 397
References_xml – volume: 39
  start-page: 123
  year: 2019
  ident: 2022080820341194300_bib3
  article-title: Medical treatment for cholangiocarcinoma
  publication-title: Liver Int
  doi: 10.1111/liv.14100
  contributor:
    fullname: Adeva
– volume: 47
  start-page: 1003
  year: 2015
  ident: 2022080820341194300_bib21
  article-title: Genomic spectra of biliary tract cancer
  publication-title: Nat Genet
  doi: 10.1038/ng.3375
  contributor:
    fullname: Nakamura
– volume: 38
  start-page: 276
  year: 2020
  ident: 2022080820341194300_bib14
  article-title: The nf-core framework for community-curated bioinformatics pipelines
  publication-title: Nat Biotechnol
  doi: 10.1038/s41587-020-0439-x
  contributor:
    fullname: Ewels
– volume: 103
  start-page: 8577
  year: 2006
  ident: 2022080820341194300_bib24
  article-title: Modularity and community structure in networks
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.0601602103
  contributor:
    fullname: Newman
– volume: 125
  start-page: 1269
  year: 2015
  ident: 2022080820341194300_bib35
  article-title: WNT signaling drives cholangiocarcinoma growth and can be pharmacologically inhibited
  publication-title: J Clin Invest
  doi: 10.1172/JCI76452
  contributor:
    fullname: Boulter
– volume: 44
  start-page: 694
  year: 2012
  ident: 2022080820341194300_bib36
  article-title: Integrated analysis of somatic mutations and focal copy-number changes identifies key genes and pathways in hepatocellular carcinoma
  publication-title: Nat Genet
  doi: 10.1038/ng.2256
  contributor:
    fullname: Guichard
– volume: 343
  start-page: 84
  year: 2014
  ident: 2022080820341194300_bib12
  article-title: Genome-scale CRISPR-Cas9 knockout screening in human cells
  publication-title: Science
  doi: 10.1126/science.1247005
  contributor:
    fullname: Shalem
– volume: 6
  start-page: 6087
  year: 2015
  ident: 2022080820341194300_bib11
  article-title: Massive parallel sequencing uncovers actionable FGFR2-PPHLN1 fusion and ARAF mutations in intrahepatic cholangiocarcinoma
  publication-title: Nat Commun
  doi: 10.1038/ncomms7087
  contributor:
    fullname: Sia
– volume: 4
  start-page: 711
  year: 2019
  ident: 2022080820341194300_bib18
  article-title: Safety and activity of ivosidenib in patients with IDH1-mutant advanced cholangiocarcinoma: a phase 1 study
  publication-title: Lancet Gastroenterol Hepatol
  doi: 10.1016/S2468-1253(19)30189-X
  contributor:
    fullname: Lowery
– volume: 37
  start-page: TPS4155
  year: 2019
  ident: 2022080820341194300_bib19
  article-title: Infigratinib versus gemcitabine plus cisplatin multicenter, open-label, randomized, phase 3 study in patients with advanced cholangiocarcinoma with FGFR2 gene fusions/translocations: the PROOF trial
  publication-title: JCO
  doi: 10.1200/JCO.2019.37.15_suppl.TPS4155
  contributor:
    fullname: Javle
– volume: 25
  start-page: 608
  year: 2019
  ident: 2022080820341194300_bib34
  article-title: Analysis of intrahepatic sarcomatoid cholangiocarcinoma: experience from 11 cases within 17 years
  publication-title: World J Gastroenterol
  doi: 10.3748/wjg.v25.i5.608
  contributor:
    fullname: Kim
– volume: 397
  start-page: 428
  year: 2021
  ident: 2022080820341194300_bib2
  article-title: Biliary tract cancer
  publication-title: Lancet
  doi: 10.1016/S0140-6736(21)00153-7
  contributor:
    fullname: Valle
– volume: 116
  start-page: 1843
  year: 2006
  ident: 2022080820341194300_bib41
  article-title: Induction of intrahepatic cholangiocellular carcinoma by liver-specific disruption of Smad4 and Pten in mice
  publication-title: J Clin Invest
  doi: 10.1172/JCI27282
  contributor:
    fullname: Xu
– volume: 113
  start-page: 12250
  year: 2016
  ident: 2022080820341194300_bib43
  article-title: Notch3 drives development and progression of cholangiocarcinoma
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.1600067113
  contributor:
    fullname: Guest
– volume: 112
  start-page: 13982
  year: 2015
  ident: 2022080820341194300_bib26
  article-title: CRISPR/Cas9 somatic multiplex-mutagenesis for high-throughput functional cancer genomics in mice
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.1512392112
  contributor:
    fullname: Weber
– volume: 148
  start-page: 1294
  year: 2015
  ident: 2022080820341194300_bib49
  article-title: β-Catenin signaling and roles in liver homeostasis, injury, and tumorigenesis
  publication-title: Gastroenterology
  doi: 10.1053/j.gastro.2015.02.056
  contributor:
    fullname: Monga
– volume: 35
  start-page: 618
  year: 2019
  ident: 2022080820341194300_bib16
  article-title: Intraclonal plasticity in mammary tumors revealed through large-scale single-cell resolution 3D imaging
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.02.010
  contributor:
    fullname: Rios
– volume: 449
  start-page: 585
  year: 2006
  ident: 2022080820341194300_bib37
  article-title: Intrahepatic sarcomatoid cholangiocarcinoma of round cell variant: a case report and immunohistochemical studies
  publication-title: Virchows Arch
  doi: 10.1007/s00428-006-0291-5
  contributor:
    fullname: Sato
– start-page: 1116
  volume-title: Cancer Discov
  year: 2017
  ident: 2022080820341194300_bib9
  article-title: Whole-genome and epigenomic landscapes of etiologically distinct subtypes of cholangiocarcinoma
  contributor:
    fullname: Jusakul
– start-page: 187
  volume-title: Curr Cancer Drug Targets
  year: 2008
  ident: 2022080820341194300_bib40
  article-title: The PTEN/PI3K/AKT signalling pathway in cancer, therapeutic implications
  contributor:
    fullname: Carnero
– volume: 5
  start-page: 17
  year: 2013
  ident: 2022080820341194300_bib48
  article-title: Signal integration in TGF-β, WNT, and Hippo pathways
  publication-title: F1000Prime Rep
  doi: 10.12703/P5-17
  contributor:
    fullname: Attisano
– volume: 29
  start-page: 71
  year: 1998
  ident: 2022080820341194300_bib4
  article-title: K-ras oncogene and p53 gene mutations in cholangiocarcinoma from Thai patients
  publication-title: Southeast Asian J Trop Med Public Health
  contributor:
    fullname: Petmitr
– volume: 122
  start-page: 2911
  year: 2012
  ident: 2022080820341194300_bib28
  article-title: Cholangiocarcinomas can originate from hepatocytes in mice
  publication-title: J Clin Invest
  doi: 10.1172/JCI63212
  contributor:
    fullname: Fan
– volume: 11
  start-page: 11823
  year: 2021
  ident: 2022080820341194300_bib42
  article-title: Transformation of SOX9+ cells by Pten deletion synergizes with steatotic liver injury to drive development of hepatocellular and cholangiocarcinoma
  publication-title: Sci Rep
  doi: 10.1038/s41598-021-90958-1
  contributor:
    fullname: Chen
– volume: 37
  start-page: 3229
  year: 2018
  ident: 2022080820341194300_bib27
  article-title: Notch2 controls hepatocyte-derived cholangiocarcinoma formation in mice
  publication-title: Oncogene
  doi: 10.1038/s41388-018-0188-1
  contributor:
    fullname: Wang
– volume: 14
  start-page: 178
  year: 2013
  ident: 2022080820341194300_bib15
  article-title: Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration
  publication-title: Brief Bioinformatics
  doi: 10.1093/bib/bbs017
  contributor:
    fullname: Thorvaldsdóttir
– volume: 70
  start-page: 2003
  year: 2019
  ident: 2022080820341194300_bib50
  article-title: Axis inhibition protein 1 (Axin1) deletion-induced hepatocarcinogenesis requires intact β-catenin but not notch cascade in mice
  publication-title: Hepatology
  doi: 10.1002/hep.30556
  contributor:
    fullname: Qiao
– volume: 6
  start-page: 31665
  year: 2016
  ident: 2022080820341194300_bib38
  article-title: The γ-Protocadherin-C3 isoform inhibits canonical Wnt signalling by binding to and stabilizing Axin1 at the membrane
  publication-title: Sci Rep
  doi: 10.1038/srep31665
  contributor:
    fullname: Mah
– volume: 22
  start-page: 546
  year: 2020
  ident: 2022080820341194300_bib44
  article-title: Tissue-resident ductal macrophages survey the mammary epithelium and facilitate tissue remodelling
  publication-title: Nat Cell Biol
  doi: 10.1038/s41556-020-0505-0
  contributor:
    fullname: Dawson
– volume: 17
  start-page: 557
  year: 2020
  ident: 2022080820341194300_bib1
  article-title: Cholangiocarcinoma 2020: the next horizon in mechanisms and management
  publication-title: Nat Rev Gastroenterol Hepatol
  doi: 10.1038/s41575-020-0310-z
  contributor:
    fullname: Banales
– volume: 45
  start-page: 1474
  year: 2013
  ident: 2022080820341194300_bib8
  article-title: Exome sequencing identifies distinct mutational patterns in liver fluke-related and non-infection-related bile duct cancers
  publication-title: Nat Genet
  doi: 10.1038/ng.2806
  contributor:
    fullname: Chan-On
– volume: 19
  start-page: 2878
  year: 2017
  ident: 2022080820341194300_bib22
  article-title: Integrative genomic analysis of cholangiocarcinoma identifies distinct IDH-mutant molecular profiles
  publication-title: Cell Rep
  doi: 10.1016/j.celrep.2017.06.008
  contributor:
    fullname: Farshidfar
– volume: 38
  start-page: 6370
  year: 2019
  ident: 2022080820341194300_bib46
  article-title: The NF2 tumor suppressor merlin interacts with Ras and RasGAP, which may modulate Ras signaling
  publication-title: Oncogene
  doi: 10.1038/s41388-019-0883-6
  contributor:
    fullname: Cui
– volume: 479
  start-page: 547
  year: 2011
  ident: 2022080820341194300_bib30
  article-title: Senescence surveillance of pre-malignant hepatocytes limits liver cancer development
  publication-title: Nature
  doi: 10.1038/nature10599
  contributor:
    fullname: Kang
– volume: 69
  start-page: 89
  year: 2018
  ident: 2022080820341194300_bib25
  article-title: Spatial and temporal clonal evolution of intrahepatic cholangiocarcinoma
  publication-title: J Hepatol
  doi: 10.1016/j.jhep.2018.02.029
  contributor:
    fullname: Dong
– volume: 10
  start-page: 120
  year: 2019
  ident: 2022080820341194300_bib45
  article-title: MEK inhibition suppresses K-Ras wild-type cholangiocarcinoma in vitro and in vivo via inhibiting cell proliferation and modulating tumor microenvironment
  publication-title: Cell Death Dis
  doi: 10.1038/s41419-019-1389-4
  contributor:
    fullname: Wang
– volume: 72
  start-page: 1253
  year: 2020
  ident: 2022080820341194300_bib6
  article-title: Genomic characterization of cholangiocarcinoma in primary sclerosing cholangitis reveals therapeutic opportunities
  publication-title: Hepatology
  doi: 10.1002/hep.31110
  contributor:
    fullname: Goeppert
– volume: 23
  start-page: 1638
  year: 2016
  ident: 2022080820341194300_bib32
  article-title: Merlin inhibits Wnt/β-catenin signaling by blocking LRP6 phosphorylation
  publication-title: Cell Death Differ
  doi: 10.1038/cdd.2016.54
  contributor:
    fullname: Kim
– volume: 38
  start-page: 6662
  year: 2019
  ident: 2022080820341194300_bib51
  article-title: PORCN inhibition synergizes with PI3K/mTOR inhibition in Wnt-addicted cancers
  publication-title: Oncogene
  doi: 10.1038/s41388-019-0908-1
  contributor:
    fullname: Zhong
– volume: 11
  start-page: R53
  year: 2010
  ident: 2022080820341194300_bib23
  article-title: A human functional protein interaction network and its application to cancer data analysis
  publication-title: Genome Biol
  doi: 10.1186/gb-2010-11-5-r53
  contributor:
    fullname: Wu
– volume: 20
  start-page: 269
  year: 2020
  ident: 2022080820341194300_bib17
  article-title: Combined targeting of MEK and the glucocorticoid receptor for the treatment of RAS-mutant multiple myeloma
  publication-title: BMC Cancer
  doi: 10.1186/s12885-020-06735-2
  contributor:
    fullname: Sriskandarajah
– volume: 5
  start-page: 5696
  year: 2014
  ident: 2022080820341194300_bib7
  article-title: Mutational landscape of intrahepatic cholangiocarcinoma
  publication-title: Nat Commun
  doi: 10.1038/ncomms6696
  contributor:
    fullname: Zou
– volume: 45
  start-page: e101
  year: 2017
  ident: 2022080820341194300_bib13
  article-title: Flexible CRISPR library construction using parallel oligonucleotide retrieval
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/gkx181
  contributor:
    fullname: Read
– volume: 71
  start-page: 196
  year: 2020
  ident: 2022080820341194300_bib39
  article-title: Identification of a pan-gamma-secretase inhibitor response signature for notch-driven cholangiocarcinoma
  publication-title: Hepatology
  doi: 10.1002/hep.30816
  contributor:
    fullname: O'Rourke
– volume: 32
  start-page: 1111
  year: 2021
  ident: 2022080820341194300_bib20
  article-title: Practical considerations in screening for genetic alterations in cholangiocarcinoma
  publication-title: Ann Oncol
  doi: 10.1016/j.annonc.2021.04.012
  contributor:
    fullname: Bekaii-Saab
– year: 2020
  ident: 2022080820341194300_bib29
  article-title: Fluorescent in vivo editing reporter (FIVER): a novel multispectral reporter of in vivo genome editing
  publication-title: BioRxiv
  contributor:
    fullname: Tennant
– volume: 107
  start-page: 246
  year: 2010
  ident: 2022080820341194300_bib31
  article-title: Mutant p53 drives metastasis and overcomes growth arrest/senescence in pancreatic cancer
  publication-title: Proc Natl Acad Sci USA
  doi: 10.1073/pnas.0908428107
  contributor:
    fullname: Morton
– volume: 78
  start-page: 4445
  year: 2018
  ident: 2022080820341194300_bib5
  article-title: Kras and Tp53 mutations cause cholangiocyte- and hepatocyte-derived cholangiocarcinoma
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-17-1123
  contributor:
    fullname: Hill
– volume: 2010
  start-page: 701476
  year: 2010
  ident: 2022080820341194300_bib33
  article-title: Intrahepatic sarcomatoid cholangiocarcinoma
  publication-title: J Oncol
  doi: 10.1155/2010/701476
  contributor:
    fullname: Malhotra
– volume: 145
  start-page: dev162123
  year: 2018
  ident: 2022080820341194300_bib47
  article-title: Proliferation-independent role of NF2 (merlin) in limiting biliary morphogenesis
  publication-title: Development
  doi: 10.1242/dev.162123
  contributor:
    fullname: Benhamouche-Trouillet
– volume: 10
  start-page: 1081
  year: 2013
  ident: 2022080820341194300_bib10
  article-title: IntOGen-mutations identifies cancer drivers across tumor types
  publication-title: Nat Methods
  doi: 10.1038/nmeth.2642
  contributor:
    fullname: Gonzalez-Perez
SSID ssj0005105
Score 2.4863055
Snippet Intrahepatic cholangiocarcinoma (ICC) is an aggressive malignancy of the bile ducts within the liver characterized by high levels of genetic heterogeneity. In...
This work shows that, despite significant genetic heterogeneity, intrahepatic cholangiocarcinoma relies on a limited number of signaling pathways to grow,...
SourceID pubmedcentral
proquest
crossref
pubmed
SourceType Open Access Repository
Aggregation Database
Index Database
StartPage 1548
SubjectTerms Bile Duct Neoplasms - genetics
Bile Duct Neoplasms - pathology
Bile Ducts, Intrahepatic - pathology
Cholangiocarcinoma - genetics
Cholangiocarcinoma - pathology
Genetic Heterogeneity
Humans
Molecular Cell Biology
Phosphatidylinositol 3-Kinases - genetics
Title In Vivo Modeling of Patient Genetic Heterogeneity Identifies New Ways to Target Cholangiocarcinoma
URI https://www.ncbi.nlm.nih.gov/pubmed/35074757
https://www.proquest.com/docview/2622657471
https://pubmed.ncbi.nlm.nih.gov/PMC9359731
Volume 82
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3da9swEBdZB2MvY9_LvtBgb8ZeZUm2_BjCRpo1ZYN065uRZHkNBHukyaD96_anTSc5ttOGse4lBDucje6XO93p7ncIvedCs8OC85BB-p6JRIXCkDIkSrEyK1hBEmhOnp0kk1M2PeNng8HvXtXSZq0ifbW3r-R_tGqvWb1Cl-wtNNsKtRfsd6tf-2k1bD__ScdHVfBt8at2A82WTfnyF0-U6vikgYx1AvUutRVhYL_t-3JLGx67ysbv8tIxPMxdPXgwhkC3-rGw_m2lF1Xd2OyOyECbVdDQA527819fyOEMzXIZ9dIKzop4OFiwgdyLYB71sjxNp9cMSMFNcNze8rwG5io4vqz9Hn9USWXaQpAp5OB90sjNmw6mUT9zYYNeoEjkO9ZYhJz50T2R6QxwyjzF5NZCi7iHRNEztxBv9Vw3HLHudwtc-DpK_7xoPDoJYxIC_VrnB7dn_9fcY1u06MIlLuC4XuQgJrdi8pjkIOYOugtUjDC94fPXjq-eN0W02yc3PWRWzIe9b7O7O7oR8lyv3O1theYP0YMmhsEjD8hHaGCqx-jerKnSeILUUYUBl3iLS1yXuMElbnCJd3CJO1xii0sMuMTrGntc4pu4fIpOP32cjydhM8sj1CxN16FOYqIpTWiRUQUjAmQqKeVUF1khmMzYoYyN9TValpKSUgqtmFGsOMyoJgUV9Bk6qOrKvEA4LU0qVUmYXTtGSKJoYnRWMq2ZMYnMhijarmH-01O25H_V3RC92650bo0rnJjJytSbizxObHTCIW8zRM_9yrciKYfZEzwdonRHJ-0PgLh99061OHcE7tANn1Ly8rYv-grd7_5Hr9HBerUxb-yeeK3eOtj9AcV4sew
link.rule.ids 230,314,780,784,885,27924,27925
linkProvider Colorado Alliance of Research Libraries
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=In+Vivo+Modeling+of+Patient+Genetic+Heterogeneity+Identifies+New+Ways+to+Target+Cholangiocarcinoma&rft.jtitle=Cancer+research+%28Chicago%2C+Ill.%29&rft.au=Younger%2C+Nicholas+T.&rft.au=Wilson%2C+Mollie+L.&rft.au=Martinez+Lyons%2C+Anabel&rft.au=Jarman%2C+Edward+J.&rft.date=2022-04-15&rft.issn=0008-5472&rft.eissn=1538-7445&rft.volume=82&rft.issue=8&rft.spage=1548&rft.epage=1559&rft_id=info:doi/10.1158%2F0008-5472.CAN-21-2556&rft.externalDBID=n%2Fa&rft.externalDocID=10_1158_0008_5472_CAN_21_2556
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0008-5472&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0008-5472&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0008-5472&client=summon