Guan Ning Lin

5.3k total citations · 1 hit paper
66 papers, 1.5k citations indexed

About

Guan Ning Lin is a scholar working on Molecular Biology, Genetics and Epidemiology. According to data from OpenAlex, Guan Ning Lin has authored 66 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Molecular Biology, 23 papers in Genetics and 5 papers in Epidemiology. Recurrent topics in Guan Ning Lin's work include Bioinformatics and Genomic Networks (14 papers), Genetic Associations and Epidemiology (12 papers) and Machine Learning in Bioinformatics (8 papers). Guan Ning Lin is often cited by papers focused on Bioinformatics and Genomic Networks (14 papers), Genetic Associations and Epidemiology (12 papers) and Machine Learning in Bioinformatics (8 papers). Guan Ning Lin collaborates with scholars based in China, United States and United Kingdom. Guan Ning Lin's co-authors include Lilia M. Iakoucheva, Jonathan Sebat, Weichen Song, Hyun‐Jun Nam, Vikas Pejaver, Predrag Radivojac, D.N. Cooper, Matthew Mort, Sean D. Mooney and Kymberleigh A. Pagel and has published in prestigious journals such as Nature Communications, Neuron and Bioinformatics.

In The Last Decade

Guan Ning Lin

59 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Inferring the molecular and phenotypic impact of amino acid variants with MutPred2

2020 426 citations Vikas Pejaver, Jorge Urresti et al. Nature Communications profile →

Peers

Countries citing papers authored by Guan Ning Lin

Since Specialization

Citations

This map shows the geographic impact of Guan Ning Lin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Guan Ning Lin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guan Ning Lin more than expected).

Fields of papers citing papers by Guan Ning Lin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Guan Ning Lin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Guan Ning Lin. The network helps show where Guan Ning Lin may publish in the future.

Co-authorship network of co-authors of Guan Ning Lin

This figure shows the co-authorship network connecting the top 25 collaborators of Guan Ning Lin. A scholar is included among the top collaborators of Guan Ning Lin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Guan Ning Lin. Guan Ning Lin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Epigenetic Impacts of Non‐Coding Mutations Deciphered Through Pre‐Trained DNA Language Model at Single‐Cell Resolution 2025 ·Advanced Science ·Zhe Liu, (unknown), (unknown), Guan Ning Lin	0
2	Predicting the regulatory impacts of noncoding variants on gene expression through epigenomic integration across tissues and single-cell landscapes 2025 ·Nature Computational Science ·Zhe Liu, (unknown), (unknown), Weichen Song, Guan Ning Lin	1
3	Leveraging deep neural network and language models for predicting long-term hospitalization risk in schizophrenia 2025 ·Schizophrenia ·(unknown), (unknown), Zhe Liu, Weidi Wang, Xue Zhao, Shunying Yu, Guan Ning Lin	0
4	How does chronic endometritis influence pregnancy outcomes in endometriosis associated infertility? A retrospective cohort study 2024 ·Reproductive Health ·(unknown), (unknown), Yi-Shan Chen, (unknown), Jinna Zhang, (unknown), Guan Ning Lin, Yi Wang, (unknown)	2
5	Peripheral molecular and brain structural profile implicated stress activation and hyperoxidation in methamphetamine use disorder 2024 ·Psychiatry and Clinical Neurosciences ·Hang Su, Weichen Song, (unknown), Tianzhen Chen, Xiaotong Li, (unknown), Ruihua Li, Qianqian Sun, (unknown), Di Deng, Na Zhong, Yan Zhao, Haifeng Jiang, Jiang Du, Guan Ning Lin, Ti‐Fei Yuan, Min Zhao	0
6	Interaction between RNF4 and SART3 is associated with the risk of schizophrenia 2024 ·Heliyon ·Ying Cheng, Xi Chen, Xiao Zhang, (unknown), (unknown), Yu Fang, Guan Ning Lin, (unknown)	2
7	Emden: A novel method integrating graph and transformer representations for predicting the effect of mutations on clinical drug response 2023 ·Computers in Biology and Medicine ·Zhe Liu, (unknown), Weidi Wang, (unknown), Han Wang, Guan Ning Lin	2
8	De novo mutations identified by whole-genome sequencing implicate chromatin modifications in obsessive-compulsive disorder 2022 ·Science Advances ·Guan Ning Lin, Weichen Song, Weidi Wang, (unknown), Huan Yu, (unknown), Xue Jiang, Wu Huang, Wei Qian, (unknown), Miao Chen, Shunying Yu, Tingting Xu, (unknown), Qiang Liu, Chen Zhang, Zhenghui Yi, Qing Fan, Jue Chen, Zhen Wang	12
9	Locus-level antagonistic selection shaped the polygenic architecture of human complex diseases 2022 ·Human Genetics ·Weichen Song, Kai Yuan, Zhe Liu, (unknown), Jue Chen, Shunying Yu, Min Zhao, Guan Ning Lin	1
10	Dissection of the Genetic Association between Anorexia Nervosa and Obsessive–Compulsive Disorder at the Network and Cellular Levels 2021 ·Genes ·Weichen Song, Weidi Wang, Shunying Yu, Guan Ning Lin	8
11	A Comprehensive Evaluation of Cross-Omics Blood-Based Biomarkers for Neuropsychiatric Disorders 2021 ·Journal of Personalized Medicine ·Weichen Song, Weidi Wang, Zhe Liu, (unknown), Shunying Yu, Min Zhao, Guan Ning Lin	4
12	A selection pressure landscape for 870 human polygenic traits 2021 ·Nature Human Behaviour ·Weichen Song, (unknown), Weidi Wang, (unknown), Wei Qian, Shunying Yu, Min Zhao, Guan Ning Lin	11
13	TMPSS: A Deep Learning-Based Predictor for Secondary Structure and Topology Structure Prediction of Alpha-Helical Transmembrane Proteins 2021 ·Frontiers in Bioengineering and Biotechnology ·Zhe Liu, (unknown), (unknown), (unknown), Han Wang, Guan Ning Lin	20
14	Blockade of β-Catenin–Induced CCL28 Suppresses Gastric Cancer Progression via Inhibition of Treg Cell Infiltration 2020 ·Cancer Research ·(unknown), Weijun Qian, Liming Gui, Zhongzhong Ji, (unknown), Guan Ning Lin, You Wang, Bin Ma, Wei‐Qiang Gao	84
15	Inferring the molecular and phenotypic impact of amino acid variants with MutPred2 breakdown → 2020 ·Nature Communications ·Vikas Pejaver, Jorge Urresti, Jose Lugo-Martinez, Kymberleigh A. Pagel, Guan Ning Lin, Hyun‐Jun Nam, Matthew Mort, D.N. Cooper, Jonathan Sebat, Lilia M. Iakoucheva, Sean D. Mooney, Predrag Radivojac	426
16	The interaction of ASAH1 and NGF gene involving in neurotrophin signaling pathway contributes to schizophrenia susceptibility and psychopathology 2020 ·Progress in Neuro-Psychopharmacology and Biological Psychiatry ·Yousong Su, Lu Yang, Zezhi Li, Weidi Wang, (unknown), Yu Fang, (unknown), Guan Ning Lin, Donghong Cui	18
17	Comparative analysis of cellular expression pattern of schizophrenia risk genes in human versus mouse cortex 2019 ·Cell & Bioscience ·(unknown), (unknown), Wei Han, Jiuzhou Wang, Weichen Song, Guan Ning Lin, Dong‐Min Yin	6
18	PsyMuKB: An Integrative De Novo Variant Knowledge Base for Developmental Disorders 2019 ·Genomics Proteomics & Bioinformatics ·Guan Ning Lin, (unknown), (unknown), Weidi Wang, Wei Qian, Weichen Song, Jingru Wang, Shunying Yu, Zhen Wang, Donghong Cui, Han Wang	9
19	Feature Selection for Transient Stability Assessment Based on ACO and k-NN 2011 ·Guangdong Electric Power ·Guan Ning Lin	1
20	GeneFAS: GeneFAS: A Tool for the Prediction of Gene function Using Multiple Sources of Data 2008 ·Methods in molecular biology ·Trupti Joshi, Chao Zhang, Guan Ning Lin, Zhao Song, Dong Xu	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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