An All-in-Tip Accelerated Proteomics Platform for Large-Scale Cancer Screening
Large-scale plasma proteomics studies advance the human proteome atlas mapping and precision medicine, but face inefficiencies in sample processing. Here, we developed a fully automated, room-temperature All-in-Tip platform, enabling deep proteome profiling (>3000 protein groups per batch), high throughput (>4600 samples per day for sample preparation), and low cost (<$1 per sample). The All-in-Tip utilized functional macroporous nanoparticles (NPs) as tip fillings, forming protein corona to narrow the dynamic range of plasma proteomics within 5 min. Additionally, the spatial confinement of NPs accelerated protein digestion to 5 min without excessive enzymes. The All-in-Tip platform demonstrated high reproducibility with the Pearson correlation greater than 0.91 and the median coefficient of variation below 20% for both intrabatch and interbatch analyses. In a pilot study of 190 lung adenocarcinoma samples, our platform identified over 5100 proteins and distinguished malignant from benign pulmonary nodules with areas under the curve (AUC) values of 0.87-0.89. This rapid, in-depth, and high-throughput platform holds promise for expediting cancer screening by enabling the discovery of disease biomarkers and elucidation of their underlying mechanisms from large-scale clinical cohorts.
Authors
- Weikang Shu (ORCID: https://orcid.org/0009-0004-6803-2815)
- Jiaxin Hou (ORCID: https://orcid.org/0000-0003-2703-3673)
- Yang St
- Yanhu Wang (ORCID: https://orcid.org/0000-0002-3884-2524)
- Bin Li (ORCID: https://orcid.org/0000-0001-8516-9953)
- Yinbing Zhao
- Yating Wang (ORCID: https://orcid.org/0009-0007-7127-4825)
- Lin Huang
- Ziheng Qi
- Xiaonan Chen
- Yingying Lin
- Jingjing Wan
- Fanhe Yu
Institutions
- Shanghai Jiao Tong University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Shanghai Chest Hospital (CN)
- East China Normal University (CN)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2026-01-29
- DOI
- https://doi.org/10.1021/acs.analchem.5c06612
- Primary Topic
- Advanced Proteomics Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00