Evidence map›Paper›PMID 34608135›Full record

Observational studyNature communications2021

Determinants of renal cell carcinoma invasion and metastatic competence.

Kangsan Kim, Qinbo Zhou, Alana Christie, Christina Stevens, Yuanqing Ma, Oreoluwa Onabolu, Suneetha Chintalapati, Tiffani Mckenzie, Vanina Toffessi Tcheuyap, Layton Woolford and 15 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
6.6field-weighted citation impact, top 2% of its field
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

43 citing papers in PubMed, 66 citations in OpenAlex.

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  8. FAPNature communications · 2025
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  10. Upregulation ofInternational journal of molecular sciences · 2025
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  12. Determinants of late metastases in renal cell carcinoma.Journal of the National Cancer Institute · 2025
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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

25 authors at 2 institutions in 1 country.

Kangsan KimDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Qinbo ZhouQuantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Alana ChristieKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Christina StevensKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Yuanqing MaKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Oreoluwa OnaboluKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Suneetha ChintalapatiDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Tiffani MckenzieKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Vanina Toffessi TcheuyapKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Layton WoolfordKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
He ZhangBioinformatics Core Facility, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Nirmish SinglaKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Pravat Kumar ParidaDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Mauricio Marquez-PalenciaDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Ivan PedrosaKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Vitaly MargulisKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Arthur SagalowskyDepartment of Urology, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
Zhiqun XieQuantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.ORCID 0000-0001-7163-7242
Tao WangQuantitative Biomedical Research Center, Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.ORCID 0000-0002-4355-149X
Steffen DurinckMolecular Biology Department, Genentech, Inc., South San Francisco, CA, 94080, USA.
Zora ModrusanMolecular Biology Department, Genentech, Inc., South San Francisco, CA, 94080, USA.
Somasekar SeshagiriMolecular Biology Department, Genentech, Inc., South San Francisco, CA, 94080, USA.
Payal KapurDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. payal.kapur@utsouthwestern.edu.ORCID 0000-0002-4239-0495
James BrugarolasKidney Cancer Program, Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. james.brugarolas@utsouthwestern.edu.ORCID 0000-0002-8575-499X
Srinivas MalladiDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. srinivas.malladi@utsouthwestern.edu.ORCID 0000-0002-0829-2365
The University of Texas Southwestern Medical Center · USSouthwestern Medical Center · US

Funding

UT Southwestern Medical Center Simmons Comprehensive Cancer CenterP30CA142543 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI MELANIE H. COBB · 2010 to 2026
$53.7M
University of Texas Southwestern Medical Center SPORE in Kidney CancerP50CA196516 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI James Brugarolas · 2016 to 2026
$24.7M
NON-INVASIVE PHYSIOLOGIC PREDICTORS OF AGGRESSIVENESS IN RENAL CELL CARCINOMAR01CA154475 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI PEDROSA, IVAN · 2011 to 2024
$4.3M
Glomerular Filtration of Sub-nm Gold NanoparticlesR01DK115986 · NIDDK · UNIVERSITY OF TEXAS DALLAS · PI ZHENG, JIE · 2018 to 2021
$1.4M
NCI NIH HHS P30 CA142543NCI NIH HHS P50 CA196516NCI NIH HHS R01 CA154475NIDDK NIH HHS R01 DK115986
6 · The paper itself

Abstract

Metastasis is the principal cause of cancer related deaths. Tumor invasion is essential for metastatic spread. However, determinants of invasion are poorly understood. We addressed this knowledge gap by leveraging a unique attribute of kidney cancer. Renal tumors invade into large vessels forming tumor thrombi (TT) that migrate extending sometimes into the heart. Over a decade, we prospectively enrolled 83 ethnically-diverse patients undergoing surgical resection for grossly invasive tumors at UT Southwestern Kidney Cancer Program. In this study, we perform comprehensive histological analyses, integrate multi-region genomic studies, generate in vivo models, and execute functional studies to define tumor invasion and metastatic competence. We find that invasion is not always associated with the most aggressive clone. Driven by immediate early genes, invasion appears to be an opportunistic trait attained by subclones with diverse oncogenomic status in geospatial proximity to vasculature. We show that not all invasive tumors metastasize and identify determinants of metastatic competency. TT associated with metastases are characterized by higher grade, mTOR activation and a particular immune contexture. Moreover, TT grade is a better predictor of metastasis than overall tumor grade, which may have implications for clinical practice.

Indexed as

Gene Expression Regulation, NeoplasticAgedAnimalsCarcinoma, Renal CellCell Line, TumorDNA Copy Number VariationsExome SequencingFemaleHumansKidneyKidney NeoplasmsMaleMiceMiddle AgedNeoplasm GradingNeoplasm Invasiveness

Identifiers

PMID34608135
PMCPMC8490399
OpenAlexW3204302083

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.