Evidence map›Paper›PMID 42679811›Full record

ArticleCancer cell2026

Integrated clinicogenomic analysis reveals the evolution and metastatic tropisms of advanced colorectal cancer.

Paolo Manca, Henry Walch, Jierui Xu, Natalie Small, Ayush Kris, Evan Seffar, Allison Richards, Tiffany Xue, Adam Price, Mark T A Donoghue and 28 more

Abstract read
In one paragraph

Article in Cancer cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

38 authors.

Paolo MancaDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Oncologia Medica Gastroenterologica, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Henry WalchMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Jierui XuMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Natalie SmallComputational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Ayush KrisComputational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Evan SeffarMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Allison RichardsMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Tiffany XueComputational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Adam PriceMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Mark T A DonoghueMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Christopher FongMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Michele WatersMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Justin JeeDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Sachin Kumar DeshmukhCaris Life Sciences, Phoenix, AZ, USA.
George W SledgeCaris Life Sciences, Phoenix, AZ, USA.
Midhun MallaUniversity of Alabama, Birmingham, AL, USA.
Andrea CercekDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Leonard SaltzDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Neil H SegalDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Zsofia K StadlerDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Maliha NusratDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Michael B FooteDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Avni DesaiDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Sree ChalasaniDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Devika RaoDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Louise ConnellDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Richard K G DoDepartment of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Karuna GaneshDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Martin R WeiserComputational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Michael F BergerMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
David B SolitDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Jinru ShiaDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Efsevia VakianiDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Julio Garcia-AguilarDepartment of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Nikolaus SchultzMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Francisco Sanchez-VegaMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Walid K ChatilaMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; The Halvorsen Center for Computational Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA. Electronic address: chatilaw@mskcc.org.
Rona YaegerDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA. Electronic address: yaegerr@mskcc.org.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Exploiting the distinct genomics and signaling of colorectal cancers to effectively target ERKR01CA233736 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI YAEGER, RONA · 2019 to 2024
$2.5M
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA233736
6 · The paper itself

Abstract

We performed an integrated clinical and genomic analysis of over 7,000 consecutively sequenced colorectal cancer (CRC) samples to comprehensively characterize genetic drivers and metastatic tropisms of CRC. We find that genomic evolutionary changes, such as clonal mutations and oncogenic mutant allelic imbalance, selectively enhance the impact of recurrent oncogenic alterations. We identify the relative timing of organ-specific metastasis, showing sequential metastatic progression in microsatellite stable CRC with brain and adrenal metastases as late events; metastatic sites that cluster together, such as lung, bone, and brain metastases; and genomic events that enhance or decrease risk for each metastatic site, with WNT pathway activation as overall protective while RAS pathway activation increased risk for spread to all metastatic sites. Our data suggest that despite the heterogeneity in CRC, genomic evolution increases the impact of recurrent alterations, and integrating information about tumor primary location and genomics can be used to predict organ-specific metastasis risk.

Indexed as

Colorectal NeoplasmsGenomicsAllelic ImbalanceBrain NeoplasmsHumansMutationNeoplasm MetastasisWnt Signaling Pathwaycolorectal cancermetastatic tropismstumor genomics

Identifiers

PMID42679811
PMCPMC13593342

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.