We are committed

to mining, curating and inferring

Biomedical Literature Knowledge

The Lit-Evi site is for showcasing all the main projects and developed/ing resources in the HZAU BioNLP lab. The resources mainly relate to literature evidence mined and curated by BioNLP methods and inferred knowledge by Bayesian frameworks.

Main Projects

1. AGAC Corpus

“Annotation of Genes with Alteration-Centric function changes”. — A customized corpus for mining functions caused by mutations.

2. Alterome

Literature-mined resources for regulatory events caused by genetic alterations. The extraction and curation of the event items is based on the in-house developed pipeline, GARE.

Cancer-Alterome

Cancer

This database includes 16,681 thousand of regulatory events records encompassing 21K genes, 157K genetic alterations and 154K downstream bio-concepts, extracted from 4,354K pan-cancer literature.

AD-Alterome

Alzheimer's Disease

A comprehensive database supporting the precise interpretation of the underlying pathological mechanisms of Alzheimer's disease. The web service provide convenient data queries, evidence displays, and result visualizations.

Rice-Alterome

Rice

An ongoing project for rice annotation.

LLM on Rice-Alterome

LLM on Rice-Alterome

A project exploring large language models on Rice-Alterome data.

3. Ontology Development

We are building ontologies for concept normalization.

Rice Trait Ontology

RTO Display

The rice trait ontology (RTO) project is to define rice-specific ontology concepts for rice traits and phenotypes.

RTO Curation System (Old)

RTO Curation System (Old)

An online system for curation of Rice Trait Ontology concepts.

RTO Curation (Project Page)

RTO Curation System (Project Page)

A project page describing interoperability of ontology curation systems.

RTO Curation System (LLM)

RTO Curation System (LLM)

A curation system for RTO with the assistance of the LLM.

4. Multi-Omics Data Integration

We are integrating multi-omics data to support biological discovery and interpretation.

RiceMind

RiceMind (Project Page)

RiceMind project integrates multi-omics data and knowledge for rice research.

MaizeLitBase

MaizeLitBase

MaizeLitBase project is a shared task focusing on Zea mays L.

5. Knowledge Visualization

Various research strategies are used to extract, curate, and infer the knowledge bio-medicine. The main methods include BioNLP pipeline, Bayesian algorithms, and web-based data service.

PheSeq

An evidence-augmented data fusion is run to support the driver gene discovery via interpretable literature evidence and omics data. Case studies in AD, lung cancer and breast cancer.

AD-LitPathoNet

A web service for querying the pathology networks with rich literature evidence in the Alzheimer's Disease context.

Lacidipiscis

An ongoing project for triplet evaluation in the context of Lacidipiscis.

Full-List-BLCA

A "creepy" and symbolic version of BLCA event visualization.

AD-LitMiner

AD-LitMiner aims to present the most valuable AD literature statements and provides drug recommendations.

AD-Data

AD-Data is a Chinese version of AD-LitMiner.

Selected Publications