Covalent Bonding and Coulomb Repulsion-Guided AuNP Array: A Tunable and Reusable Substrate for Metabolomic Characterization of Lung Cancer Patient Sera.
Yang SuXiaopin LaiKunbin GuoXin WangSiyu ChenKaiqing LiangKeyuan PuYue WangJun HuXiaolong WeiYuping ChenHongbiao WangWen LinWen-Xiu NiYan LinJanshon ZhuKwan-Ming NgPublished in: Analytical chemistry (2022)
Surface-assisted laser desorption/ionization mass spectrometry (SALDI-MS) has gained increased attention in the metabolic characterization of human biofluids. However, the stability and reproducibility of nanoparticle-based substrates remain two of the biggest challenges in high-salt environments. Here, by controlling the extent of Coulomb repulsion of 26 nm positively charged AuNPs, a homogeneous layer of covalently bonded AuNPs on a coverslip with tunable interparticle distances down to 16 nm has been successfully fabricated to analyze small biomolecules in human serum. Compared with the self-assembled AuNP array, the covalently bonded AuNP array showed superior performances on stability, reproducibility, and sensitivity in high-salt environments. The stable attachment of AuNPs maintained a detection reproducibility with a RSD less than 12% and enabled the reusability of the array for 10 experiments without significant signal deterioration (<15%) and carryover effects. Moreover, the closely positioned AuNPs allowed the coupling of photoinduced plasmons to generate an enhanced electric field, which promotes the generation of excited electrons to facilitate the desorption/ionization processes instead of the heat dissipation, thus enhancing the detection sensitivity with detection limits down to the femtomole level. Combined with machine learning methods, the AuNP array has been successfully applied to discover seven biomarkers for differentiating early-stage lung cancer patients from healthy controls. It is anticipated that this simple approach of developing robust AuNP arrays can also be extended to other types of NP arrays for wider applications of SALDI-MS technology.
Keyphrases
- mass spectrometry
- high resolution
- high density
- high throughput
- early stage
- machine learning
- loop mediated isothermal amplification
- multiple sclerosis
- real time pcr
- gas chromatography
- label free
- photodynamic therapy
- ms ms
- liquid chromatography
- working memory
- magnetic resonance imaging
- computed tomography
- high performance liquid chromatography
- light emitting
- magnetic resonance
- capillary electrophoresis
- energy transfer
- squamous cell carcinoma
- lymph node
- heat stress
- sentinel lymph node
- quantum dots
- tandem mass spectrometry