Liang Ma

Integrate and generate single-cell proteomics from transcriptomics with cross-attention

This paper introduces scProca, a deep generative model that integrates and generates single-cell proteomics data from transcriptomics using cross-attention mechanisms.

Anatomical connectivity profile development constrains medial-lateral topography in the dorsal prefrontal cortex

This study identifies developmental differences between dorsomedial and dorsolateral prefrontal cortex using multimodal data and transcriptomics, revealing a medial-lateral topographic division.

pNet: A toolbox for personalized functional networks modeling

pNet is an open-source toolbox for creating personalized functional networks from fMRI data, offering multiple interfaces and methods to enhance reliability and reproducibility.

Assessing Overall Reproducibility for Large-scale High-throughput MRI-based Association Studies

This study introduces an overall reproducibility index for MRI-based association studies and evaluates its performance across multiple datasets, showing that sample size and experimental factors influence reproducibility.

Genome-wide identification of CDC34 that stabilizes EGFR and promotes lung carcinogenesis

This study identifies CDC34 as a critical E2 ubiquitin conjugase that stabilizes EGFR and promotes lung carcinogenesis by inhibiting its degradation.

Multiplex shRNA Screening of Germ Cell Development by in vivo Transfection of Mouse Testis

This paper develops an in vivo RNAi screening method for studying germ cell development in mice, identifying gene functions and showing tissue-specific effects.