Evidence map›Paper›PMID 42775662›Full record

ArticleProtein science : a publication of the Protein Society2026

Conformational stability and domain-specific structural features of tumor autoantigens regulate autoantibody epitope propensity.

Ai Miyamoto, Rika Yamamoto, Ryui Sakaguchi, Rikako Kutsuma, Takeru Mori, Mirei Masui, Tomoko Honjo, Midori Futami, Mariko Morii, Hiromi Watanabe and 4 more

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

14 authors.

Ai MiyamotoGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.ORCID 0009-0006-7079-3984
Rika YamamotoGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.
Ryui SakaguchiGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.
Rikako KutsumaGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.
Takeru MoriGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.
Mirei MasuiGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.
Tomoko HonjoGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.ORCID 0009-0000-2552-2794
Midori FutamiDepartment of Bioscience, Faculty of Life Science, Okayama University of Science, Okayama, Japan.
Mariko MoriiGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.ORCID 0000-0002-2814-4087
Hiromi WatanabeDepartment of Respiratory Medicine, Okayama University Hospital, Okayama, Japan.
Tadahiro KuribayashiDepartment of Respiratory Medicine, Okayama University Hospital, Okayama, Japan.
Kadoaki OhashiDepartment of Respiratory Medicine, Okayama University Hospital, Okayama, Japan.ORCID 0000-0002-5180-3933
Katsuyuki KiuraDepartment of Respiratory Medicine, Okayama University Hospital, Okayama, Japan.
Junichiro FutamiGraduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan.ORCID 0000-0002-0020-2855

Funding

Astellas Foundation for Research on Metabolic DisordersJapanese Society of HematologyJapan Science and Technology Agency (JST) START JPMJST1918Japan Society for the Promotion of Science (JSPS) KAKENHI 22H01881Japan Society for the Promotion of Science (JSPS) KAKENHI 24K23389Japan Society for the Promotion of Science (JSPS) KAKENHI 26K18768JSPS Society for the Promotion of Japan's Peak Research Universities JPJS00420230010JST SPRING JPMJSP2126Science and Technology Promotion grantsThe KAWASAKI Foundation for Medical Science and Medical Welfare
6 · The paper itself

Abstract

Autoantibodies against tumor-associated autoantigens are clinically valuable biomarkers for cancer diagnosis; however, the structural determinants governing epitope selectivity remain unknown. Here, we investigated whether the intrinsic conformational stability of target autoantigens regulates the epitope propensity of tumor-associated autoantibodies in non-small cell lung cancer. Using a dual-antigen Luminex bead-based assay that presents each autoantigen in both native and S-cationized denatured forms, we directly compared IgG autoantibody reactivity toward conformational and linear epitopes across 11 autoantigens. Intrinsically disordered aggregation-prone autoantigens, including cancer/testis antigens, NY-ESO-1, and XAGE-1b, predominantly elicit linear epitope-directed responses, whereas thermodynamically stable soluble autoantigens generally drive conformational epitope recognition. Intriguingly, for autoantigens harboring both ordered and disordered segments, the immune response is strictly guided by domain-specific biophysics: while p53-specific antibodies preferentially target their flanking disordered regions, the Wilms' tumor protein 1 exceptionally drives conformational recognition directed toward its structured zinc-finger domains. Recombinant solubility in Escherichia coli broadly correlated with epitope class across all 11 autoantigens, confirming that prokaryotic folding efficiency generally reflects intrinsic conformational stability in vivo for autonomously folding monomeric cytosolic proteins. Independent computational validation was provided by the concordance between the experimental solubility ratios and AlphaFold3-derived Rosetta energy unit/solvent-accessible surface area values, demonstrating the convergence of thermodynamic estimates and patient-derived immune data within a unifying biophysical framework. These findings establish that the autoantibody epitope propensity is closely associated with the thermodynamic stability of the target autoantigen and provide a rational basis for tailoring antigen preparation strategies for autoantibody-based cancer diagnosis.

Indexed as

Antigens, NeoplasmAutoantibodiesAutoantigensCarcinoma, Non-Small-Cell LungEpitopesLung NeoplasmsHumansProtein ConformationProtein StabilityAntigens, NeoplasmAutoantibodiesAutoantigensEpitopesautoantibodybiomarkercancer/testis antigenepitope propensityintrinsically disordered regionsprotein engineeringtumor‐associated antigens

Identifiers

PMID42775662
PMCPMC13599353

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.