Evidence map›Paper›PMID 41046000›Full record

ArticleGenomics2025

High-throughput characterization of 5886 HER2 variants identifies 112 new in cellulo gain-of-function mutations.

Christopher J Giacoletto, Liz J Valente, Lancer Brown, Sara Patterson, Rewatee Gokhale, Susan M Mockus, Wayne W Grody, Hong-Wen Deng, Jerome I Rotter, Martin R Schiller

Abstract read
In one paragraph

Article in Genomics, 2025. 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

10 authors.

Christopher J GiacolettoHeligenics Inc, 10530 Discovery Dr, Las Vegas, NV 89135, USA; Nevada Institute of Personalized Medicine, University of Nevada, Las Vegas, 4505 S. Maryland Parkway, Las Vegas, Nevada 89154, USA; School of Life Sciences, University of Nevada, Las Vegas, 4505 S. Maryland Parkway, Las Vegas, Nevada 89154, USA.
Liz J ValenteHeligenics Inc, 10530 Discovery Dr, Las Vegas, NV 89135, USA.
Lancer BrownHeligenics Inc, 10530 Discovery Dr, Las Vegas, NV 89135, USA.
Sara Patterson206 E Huron St suite 114, Ann Arbor, MI 48104, USA.
Rewatee Gokhale206 E Huron St suite 114, Ann Arbor, MI 48104, USA.
Susan M MockusBaylor Genetics, 2450 Holcombe Blvd, Houston, TX 77021, USA.
Wayne W GrodyUCLA School of Medicine, Los Angeles, CA 90095, USA.
Hong-Wen DengTulane Center for Biomedical Informatics and Genomics, Department of Deming Department of Medicine, Tulane University, New Orleans 70112, USA.
Jerome I RotterHeligenics Inc, 10530 Discovery Dr, Las Vegas, NV 89135, USA; The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA 90502, USA.
Martin R SchillerHeligenics Inc, 10530 Discovery Dr, Las Vegas, NV 89135, USA; Nevada Institute of Personalized Medicine, University of Nevada, Las Vegas, 4505 S. Maryland Parkway, Las Vegas, Nevada 89154, USA; School of Life Sciences, University of Nevada, Las Vegas, 4505 S. Maryland Parkway, Las Vegas, Nevada 89154, USA. Electronic address: mschiller@heligenics.com.

Funding

The Genome Analysis and Sequencing Pipeline (GASP)P20GM121325 · NIGMS · UNIVERSITY OF NEVADA LAS VEGAS · PI CHEN, JINGCHUN · 2018 to 2022
$11.5M
High Content Screening for Bifunctional Chimera BiologicsR44AI188872 · NIAID · HELIGENICS INC · PI LIZ VALENTE · 2025 to 2026
$1.6M
High-throughput functional analysis and clinical relevance of all possible variants of a geneR43HG012537 · NHGRI · HELIGENICS INC · PI SCHILLER, MARTIN R. · 2023 to 2023
$399k
NHGRI NIH HHS R43 HG012537NIAID NIH HHS R44 AI188872NIGMS NIH HHS P20 GM121325
6 · The paper itself

Abstract

ERBB2 (HER2) is a well-studied oncogene with several driver mutations apart from the well-known amplification defect in some breast cancers. We used the GigaAssay to test the functional effect of HER2 missense mutations on its receptor tyrosine kinase function. The GigaAssay is a modular high-throughput one-pot assay system for simultaneously measuring molecular function of thousands of genetic variants at very high accuracy. The activities of 5886 mutations were classified, significantly more mutants than previously reported. These variants include 112 new in cellulo, as well as 10 known and 9 new in vivo gain-of-function (GOF) mutations. Many of the GOFs spatially cluster in sequence and structure, supporting the activation mechanisms of heterodimerization with EGFR and release of kinase inhibition by the juxtamembrane domain. Retrospective analysis of patient outcomes from the Genomic Data Commons predicts survival with the newly identified HER2 GOF variants is better than with previously-identified GOFs, which likely represented the most severe variants.

Indexed as

Breast NeoplasmsErb-b2 Receptor Tyrosine KinasesGain of Function MutationCell Line, TumorFemaleHumansMutation, MissenseERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesCancerERBB2GenomicsGigaAssayHER2HeterodimerJuxtamembrane regionMutationPatient survival

Identifiers

PMID41046000
PMCPMC13196495

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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.