Evidence map›Paper›PMID 39401432›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Mapping Nanoscale-To-Single-Cell Phosphoproteomic Landscape by Chip-DIA.

Gul Muneer, Sofani Tafesse Gebreyesus, Ciao-Syuan Chen, Tzu-Tsung Lee, Fengchao Yu, Chih-An Lin, Min-Shu Hsieh, Alexey I Nesvizhskii, Chao-Chi Ho, Sung-Liang Yu and 2 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Review
  6. Review
  7. Review
  8. Review
  9. Mapping Nanoscale-To-Single-Cell Phosphoproteomic Landscape by Chip-DIA.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  10. Review
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

12 authors.

Gul MuneerInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.ORCID 0000-0001-9397-5736
Sofani Tafesse GebreyesusInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.ORCID 0000-0002-2595-1799
Ciao-Syuan ChenInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.
Tzu-Tsung LeeInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.
Fengchao YuDepartment of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA.ORCID 0000-0002-7695-3698
Chih-An LinDepartment of Internal Medicine, National Taiwan University Hospital, Taipei, 10051, Taiwan.
Min-Shu HsiehDepartment of Pathology, National Taiwan University Cancer Center, Taipei, 10617, Taiwan.
Alexey I NesvizhskiiDepartment of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA.
Chao-Chi HoDepartment of Internal Medicine, National Taiwan University Hospital, Taipei, 10051, Taiwan.
Sung-Liang YuDepartment of Clinical Laboratory Science and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, 10048, Taiwan.ORCID 0000-0003-4535-9036
Hsiung-Lin TuInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.ORCID 0000-0003-1125-1879
Yu-Ju ChenInstitute of Chemistry, Academia Sinica, Taipei, 115201, Taiwan.ORCID 0000-0002-3178-6697

Funding

COMPUTATIONAL TOOLS FOR MASS SPECTROMETRY-BASED INTERACTOME DATAR01GM094231 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Alexey I Nesvizhskii · 2010 to 2026
$5.4M
Academia Sinica AS-GC-111-M03National Science and Technology Council 110-2113-M-001-020-MY3;112-2628-M-001-004-MY3;113-2113-M-001-020-MY3NIGMS NIH HHS R01 GM094231
6 · The paper itself

Abstract

Protein phosphorylation plays a crucial role in regulating disease phenotypes and serves as a key target for drug development. Mapping nanoscale-to-single-cell samples can unravel the heterogeneity of cellular signaling events. However, it remains a formidable analytical challenge due to the low detectability, abundance, and stoichiometry of phosphorylation sites. Here, we present a Chip-DIA strategy, integrating a microfluidic-based phosphoproteomic chip (iPhosChip) with data-independent acquisition mass spectrometry (DIA-MS) for ultrasensitive nanoscale-to-single-cell phosphoproteomic profiling. The iPhosChip operates as an all-in-one station that accommodates both quantifiable cell capture/imaging and the entire phosphoproteomic workflow in a highly streamlined and multiplexed manner. Coupled with a sample size-comparable library-based DIA-MS strategy, Chip-DIA achieved ultra-high sensitivity, detecting 1076±158 to 15869±1898 phosphopeptides from 10±0 to 1013±4 cells, and revealed the first single-cell phosphoproteomic landscape comprising druggable sites and basal phosphorylation-mediated networks in lung cancer. Notably, the sensitivity and coverage enabled the illumination of heterogeneous cytoskeleton remodeling and cytokeratin signatures in patient-derived cells resistant to third-generation EGFR therapy, stratifying mixed-lineage adenocarcinoma-squamous cell carcinoma subtypes, and identifying alternative targeted therapy for late-stage patients. With flexibility in module design and functionalization, Chip-DIA can be adapted to other PTM-omics to explore dysregulated PTM landscapes, thereby guiding therapeutic strategies toward precision oncology.

Indexed as

ProteomicsSingle-Cell AnalysisCell Line, TumorHumansLung NeoplasmsMass SpectrometryPhosphoproteinsPhosphorylationPhosphoproteinslibrary DIAlung cancermicrofluidicsphosphorylationsingle‐cell phosphoproteomics

Identifiers

PMID39401432
PMCPMC11714195

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.