Affinage

Showing GANKLHL16 is a alias.

GAN

Gigaxonin · UniProt Q9H2C0

Length
597 aa
Mass
67.6 kDa
Annotated
2026-06-10
100 papers in source corpus 5 papers cited in narrative 5 extracted findings
Cross-family judge vs UniProt: Affinage preferred faithfulness: 5/5 claims corpus-supported (100%)

Mechanistic narrative

Synthesis pass · prose summary of the discoveries below

Gigaxonin, encoded by GAN (KLHL16), is an E3 ubiquitin ligase adaptor that controls the turnover of cytoskeletal substrates and whose loss drives a neurodegenerative phenotype (PMID:16565160, PMID:27023907). Through its BTB, BACK, and KELCH repeat domains—the sites at which disease-causing mutations cluster—gigaxonin mediates homodimerization and substrate engagement to direct intermediate filament proteins toward ubiquitin-proteasome degradation (PMID:27023907). In knockout mice, loss of gigaxonin causes accumulation of microtubule-associated protein MAP8, which distorts the microtubule network, traps dynein in insoluble structures, and impairs axonal transport, producing vesicular accumulation and neuronal death (PMID:16565160). In patient iPSC-derived astrocytes and brain organoids, loss of gigaxonin produces dense perinuclear vimentin, GFAP, and neurofilament aggregates with abnormal nuclear morphology, with vimentin acting as an early effector of KLHL16 mutation and promoting GFAP oligomerization (PMID:37672338). Disease-associated GAN variants, including a splicing variant that skips exon 8 and disrupts the Kelch domain, link these mechanistic defects to human pathology (PMID:34889507).

Mechanistic history

Synthesis pass · year-by-year structured walk · 5 steps
  1. 2006 High

    Established that gigaxonin loss causes substrate accumulation with direct cellular consequences, showing it functions in ubiquitin-proteasome-mediated degradation of a cytoskeletal target rather than merely correlating with disease.

    Evidence GAN knockout mouse with Western blot, immunofluorescence, in vitro axonal transport assays, and neuronal culture with MAP8 overexpression

    PMID:16565160

    Open questions at the time
    • Did not demonstrate direct ubiquitination of MAP8 by a gigaxonin-containing ligase in vitro
    • Mechanism by which MAP8 accumulation traps dynein not biochemically resolved
  2. 2009 Low

    Connected gigaxonin expression to a peripheral neuropathy context, raising the possibility of regulated downregulation in acquired neuropathy.

    Evidence Whole-genome microarray with qPCR and Western blot validation in mouse spinal dorsal horn after NRTI treatment

    PMID:19398414

    Open questions at the time
    • Expression-level correlation only with no mechanistic follow-up
    • Causal role of gigaxonin downregulation in neuropathy not tested
  3. 2016 Medium

    Mapped disease-causing mutations to the BTB, BACK, and KELCH domains, framing gigaxonin as an adaptor whose dimerization and substrate-binding surfaces are functionally critical for intermediate filament processing.

    Evidence Review and domain mapping integrating mutation databases with structural domain considerations

    PMID:27023907

    Open questions at the time
    • Domain-function assignments inferred, not from direct biochemical reconstitution
    • Substrate selectivity of each domain not experimentally dissected
  4. 2021 Medium

    Provided direct molecular validation that a clinical GAN variant disrupts the Kelch domain, linking a specific splicing defect to loss of the substrate-recognition module.

    Evidence Whole-exome sequencing with cDNA-level validation of exon 8 skipping in a patient

    PMID:34889507

    Open questions at the time
    • Single family with no downstream biochemical characterization
    • Functional consequence for substrate degradation not measured
  5. 2023 High

    Demonstrated in a human cellular system that gigaxonin loss broadly dysregulates intermediate filaments, identifying vimentin as an early effector that promotes GFAP aggregation and nuclear abnormalities.

    Evidence Patient iPSC-derived astrocytes, NPCs, and brain organoids with CRISPR isogenic controls, immunofluorescence, and overexpression systems

    PMID:37672338

    Open questions at the time
    • Direct ubiquitination of vimentin/GFAP by gigaxonin not shown in this system
    • Mechanism linking vimentin aggregation to nuclear KLHL16 mRNA accumulation unresolved

Open questions

Synthesis pass · forward-looking unresolved questions
  • How gigaxonin assembles into a functional E3 ligase complex and directly ubiquitinates each intermediate filament substrate remains biochemically uncharacterized in the available corpus.
  • No reconstituted ubiquitination assay defining the gigaxonin ligase complex
  • Substrate hierarchy and selectivity across MAP8, vimentin, GFAP, and neurofilaments not established

Mechanism profile

Synthesis pass · controlled-vocabulary classification · explore literature graph →
Molecular activity
GO:0140096 catalytic activity, acting on a protein 2 GO:0060090 molecular adaptor activity 1
Localization
GO:0005634 nucleus 1
Pathway
R-HSA-392499 Metabolism of proteins 2

Evidence

Reading pass · 5 per-paper findings extracted from the source corpus
Year Finding Method Journal Conf PMIDs
2006 Targeted knockout of GAN in mice causes accumulation of microtubule-associated protein 8 (MAP8), implicating gigaxonin in ubiquitin-proteasome-mediated degradation of MAP8; accumulated MAP8 alters the microtubule network, traps dynein motor protein in insoluble structures, and causes neuronal death in cultured wild-type neurons. GAN null mice also show defective axonal transport evidenced by vesicular accumulation in neurons. Traditional gene targeting (knockout mouse), Western blot, immunofluorescence, in vitro axonal transport assays, neuronal culture with MAP8 overexpression Human molecular genetics High 16565160
2016 Gigaxonin (GAN gene product) functions as an E3 ubiquitin ligase adaptor protein involved in intermediate filament (IF) processing in neural cells and vimentin filament regulation in fibroblasts; disease-causing mutations cluster in the BTB, BACK, and KELCH repeat domains associated with protein homodimerization and substrate interaction. Review and analysis of mutation databases combined with domain mapping; not primary experimental data but synthesizes published functional evidence Human genetics Medium 27023907
2009 Downregulation of Gan1 gene and gigaxonin protein in the spinal dorsal horn of mice treated with nucleoside reverse transcriptase inhibitors (NRTIs) was validated by qPCR and Western blot, suggesting gigaxonin participates in a pathway relevant to peripheral neuropathy pathogenesis in this context. Whole-genome microarray screen followed by qPCR validation and Western blot in mouse spinal dorsal horn tissue Biological research for nursing Low 19398414
2023 In GAN patient iPSC-derived astrocytes carrying KLHL16 (gigaxonin) mutations, loss of gigaxonin leads to striking dense perinuclear vimentin and GFAP accumulations and abnormal nuclear morphology. In overexpression systems, GFAP oligomerization and perinuclear aggregation were augmented in the presence of vimentin. Cells with large perinuclear vimentin aggregates accumulated significantly more nuclear KLHL16 mRNA, suggesting vimentin is an early effector of KLHL16 mutations. GAN brain organoids showed neurofilament and GFAP aggregates, and GAN NPCs had lower nestin expression. Patient iPSC reprogramming, CRISPR/Cas9 isogenic controls, immunofluorescence, overexpression systems in astrocytes, brain organoids, neural progenitor cell differentiation Molecular biology of the cell High 37672338
2021 A homozygous pathogenic splicing variant (c.1373+1G>A) in the GAN gene causes skipping of exon 8, disrupting formation of the Kelch domain of gigaxonin, as validated at the cDNA level. Whole-exome sequencing, cDNA-level validation of splicing defect American journal of medical genetics. Part A Medium 34889507

Source papers

Stage 0 corpus · 100 papers · ranked by NIH iCite citations
Year Title Journal Citations PMID
1993 (CT)n (GA)n repeats and heat shock elements have distinct roles in chromatin structure and transcriptional activation of the Drosophila hsp26 gene. Molecular and cellular biology 210 8474442
2005 Traditional Chinese medicines Wu Wei Zi (Schisandra chinensis Baill) and Gan Cao (Glycyrrhiza uralensis Fisch) activate pregnane X receptor and increase warfarin clearance in rats. The Journal of pharmacology and experimental therapeutics 137 16267138
2020 Human translatability of the GAN diet-induced obese mouse model of non-alcoholic steatohepatitis. BMC gastroenterology 101 32631250
2012 Mechanism by which ma-xing-shi-gan-tang inhibits the entry of influenza virus. Journal of ethnopharmacology 100 22710290
1990 Optimal heat-induced expression of the Drosophila hsp26 gene requires a promoter sequence containing (CT)n.(GA)n repeats. Journal of molecular biology 85 2313697
2006 Gene targeting of GAN in mouse causes a toxic accumulation of microtubule-associated protein 8 and impaired retrograde axonal transport. Human molecular genetics 68 16565160
2022 Hepatoprotective effects of semaglutide, lanifibranor and dietary intervention in the GAN diet-induced obese and biopsy-confirmed mouse model of NASH. Clinical and translational science 63 35143711
2019 TOP-GAN: Stain-free cancer cell classification using deep learning with a small training set. Medical image analysis 63 31325721
2013 Chromatographic isolation of nanoparticles from Ma-Xing-Shi-Gan-Tang decoction and their characterization. Journal of ethnopharmacology 52 24384378
2020 Ling-gui-zhu-gan decoction alleviates hepatic steatosis through SOCS2 modification by N6-methyladenosine. Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie 47 32559839
2022 Tox-GAN: An Artificial Intelligence Approach Alternative to Animal Studies-A Case Study With Toxicogenomics. Toxicological sciences : an official journal of the Society of Toxicology 45 34971401
2009 Label-free dual sensing of DNA molecules using GaN nanowires. Analytical chemistry 42 19046071
2022 PHIAF: prediction of phage-host interactions with GAN-based data augmentation and sequence-based feature fusion. Briefings in bioinformatics 37 34472593
2020 Combining DC-GAN with ResNet for blood cell image classification. Medical & biological engineering & computing 35 32221797
2021 Highly Sensitive and Selective Photoelectrochemical Aptasensors for Cancer Biomarkers Based on MoS2/Au/GaN Photoelectrodes. Analytical chemistry 34 33961398
2020 Gan-Jiang-Ling-Zhu decoction alleviates hepatic steatosis in rats by the miR-138-5p/CPT1B axis. Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie 32 32325349
2023 Semaglutide reduces tumor burden in the GAN diet-induced obese and biopsy-confirmed mouse model of NASH-HCC with advanced fibrosis. Scientific reports 31 38155202
2008 Functional reconstitution of the human chemokine receptor CXCR4 with G(i)/G (o)-proteins in Sf9 insect cells. Naunyn-Schmiedeberg's archives of pharmacology 30 18523757
2004 A study on the effects to diabetic nephropathy of Hachimi-jio-gan in rats. Nephron. Experimental nephrology 30 15218322
2020 Qiang-Gan formula extract improves non-alcoholic steatohepatitis via regulating bile acid metabolism and gut microbiota in mice. Journal of ethnopharmacology 29 32325178
2021 iEnhancer-GAN: A Deep Learning Framework in Combination with Word Embedding and Sequence Generative Adversarial Net to Identify Enhancers and Their Strength. International journal of molecular sciences 28 33808317
2016 Atomic structure of an archaeal GAN suggests its dual roles as an exonuclease in DNA repair and a CMG component in DNA replication. Nucleic acids research 28 27599844
2021 Lnc-GAN1 expression is associated with good survival and suppresses tumor progression by sponging mir-26a-5p to activate PTEN signaling in non-small cell lung cancer. Journal of experimental & clinical cancer research : CR 26 33407724
2014 Gosha-jinki-gan reduced oxaliplatin-induced hypersensitivity to cold sensation and its effect would be related to suppression of the expression of TRPM8 and TRPA1 in rats. Anti-cancer drugs 25 24052105
2021 The TCM prescription Ma-xing-shi-gan-tang inhibits Streptococcus pneumoniae pathogenesis by targeting pneumolysin. Journal of ethnopharmacology 24 33892068
2020 Optimization of O-GIG for O-Glycopeptide Characterization with Sialic Acid Linkage Determination. Analytical chemistry 24 32663021
2013 Direct label free ultrasensitive impedimetric DNA biosensor using dendrimer functionalized GaN nanowires. Biosensors & bioelectronics 23 23425555
2018 Yu Gan Long reduces rat liver fibrosis by blocking TGF-β1/Smad pathway and modulating the immunity. Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie 22 30119204
2013 Optical regulation of protein adsorption and cell adhesion by photoresponsive GaN nanowires. ACS applied materials & interfaces 22 24073887
2017 The GAN Exonuclease or the Flap Endonuclease Fen1 and RNase HII Are Necessary for Viability of Thermococcus kodakarensis. Journal of bacteriology 20 28416706
2016 A review of gigaxonin mutations in giant axonal neuropathy (GAN) and cancer. Human genetics 20 27023907
2007 Effects of Hachimi-jio-gan (Ba-Wei-Di-Huang-Wan) on hyperglycemia in streptozotocin-induced diabetic rats. Biological & pharmaceutical bulletin 20 17473455
2009 Genome-wide screen identifies drug-induced regulation of the gene giant axonal neuropathy (Gan) in a mouse model of antiretroviral-induced painful peripheral neuropathy. Biological research for nursing 19 19398414
2004 Gosha-jinki-gan (a Herbal Complex) Corrects Abnormal Insulin Signaling. Evidence-based complementary and alternative medicine : eCAM 19 15841260
2023 GAN-based data augmentation for transcriptomics: survey and comparative assessment. Bioinformatics (Oxford, England) 17 37387181
2018 Gosha-Jinki-Gan Recovers Spermatogenesis in Mice with Busulfan-Induced Aspermatogenesis. International journal of molecular sciences 17 30177609
2024 RNA-seq combined network pharmacology reveals that Fu-Gan-Wan (FGW) inhibits liver fibrosis via NF-κB/CCL2/CCR2 and lipid peroxidation via Nrf2/HMOX1 signaling pathway. Journal of ethnopharmacology 15 38387680
2018 Effect of Soothing Gan (Liver) and Invigorating Pi (Spleen) Recipes on TLR4-p38 MAPK Pathway in Kupffer Cells of Non-alcoholic Steatohepatitis Rats. Chinese journal of integrative medicine 15 29335857
2016 Gan-Lu-Siao-Du-yin, a prescription of traditional Chinese medicine, inhibited enterovirus 71 replication, translation, and virus-induced cell apoptosis. Journal of ethnopharmacology 15 26993050
2010 Effects of a Chinese herbal health formula, "Gan-Lu-Yin", on angiogenesis. Journal of agricultural and food chemistry 15 20527984
2024 Huang Gan Formula Alleviates Systemic Inflammation and Uremia in Adenine-Induced Chronic Kidney Disease Rats May Associate with Modification of Gut Microbiota and Colonic Microenvironment. Drug design, development and therapy 14 38205394
2024 Dietary intervention reverses molecular markers of hepatocellular senescence in the GAN diet-induced obese and biopsy-confirmed mouse model of NASH. BMC gastroenterology 14 38308212
2024 Ling-Gui-Zhu-Gan decoction ameliorates nonalcoholic fatty liver disease via modulating the gut microbiota. Microbiology spectrum 14 38647315
2022 Single-cell multi-modal GAN reveals spatial patterns in single-cell data from triple-negative breast cancer. Patterns (New York, N.Y.) 14 36124302
2020 Ma xing shi gan decoction eliminates PM2.5-induced lung injury by reducing pulmonary cell apoptosis through Akt/mTOR/p70S6K pathway in rats. Bioscience reports 14 32627816
2018 Two novel mutations in the GAN gene causing giant axonal neuropathy. World journal of pediatrics : WJP 14 29876741
2022 Effector-GAN: prediction of fungal effector proteins based on pretrained deep representation learning methods and generative adversarial networks. Bioinformatics (Oxford, England) 13 35640972
2022 Stabilized Nitrogen Framework Anions in the Ga-N System. Journal of the American Chemical Society 13 36384291
2013 A novel mutation in the GAN gene causes an intermediate form of giant axonal neuropathy in an Arab-Israeli family. European journal of paediatric neurology : EJPN : official journal of the European Paediatric Neurology Society 13 23332420
2024 The potential linkage between sediment oxygen demand and microbes and its contribution to the dissolved oxygen depletion in the Gan River. Frontiers in microbiology 12 39144217
2024 Pharmacological mechanisms of Ma Xing Shi Gan Decoction in treating influenza virus-induced pneumonia: intestinal microbiota and pulmonary glycolysis. Frontiers in pharmacology 12 39161892
2023 MutaGAN: A sequence-to-sequence GAN framework to predict mutations of evolving protein populations. Virus evolution 12 37066021
2020 Gan Shen Fu Fang ameliorates liver fibrosis in vitro and in vivo by inhibiting the inflammatory response and extracellular signal-regulated kinase phosphorylation. World journal of gastroenterology 12 32550756
2016 Electronic and chemical structure of the H2O/GaN(0001) interface under ambient conditions. Scientific reports 12 27108711
2025 Intestinal IL-17 family orchestrates microbiota-driven histone deacetylation and promotes Treg differentiation to mediate the alleviation of asthma by Ma-Xing-Shi-Gan decoction. Phytomedicine : international journal of phytotherapy and phytopharmacology 11 40311598
2020 Co-Administration of the Traditional Medicines Hachimi-Jio-Gan and Hochu-Ekki-To Can Reverse Busulfan-Induced Aspermatogenesis. International journal of molecular sciences 11 32138301
2024 AGImpute: imputation of scRNA-seq data based on a hybrid GAN with dropouts identification. Bioinformatics (Oxford, England) 10 38317025
2022 The effect of Ma-Xin-Gan-Shi decoction on asthma exacerbated by respiratory syncytial virus through regulating TRPV1 channel. Journal of ethnopharmacology 10 35247474
2021 Comprehensive RNA-Seq Analysis of Potential Therapeutic Targets of Gan-Dou-Fu-Mu Decoction for Treatment of Wilson Disease Using a Toxic Milk Mouse Model. Frontiers in pharmacology 10 33935715
2020 Vimentin's side gig: Regulating cellular proteostasis in mammalian systems. Cytoskeleton (Hoboken, N.J.) 10 33190414
2014 Anti-tumor effect of Shu-Gan-Liang-Xue decoction in breast cancer is related to the inhibition of aromatase and steroid sulfatase expression. Journal of ethnopharmacology 10 24809288
2008 Herbal medicine, Hachimi-jio-gan, and its component cinnamomi cortex activate the peroxisome proliferator-activated receptor alpha in renal cells. Endocrine journal 10 18469482
2025 Vitality attributes and their associations with intrinsic capacity, resilience, and happiness in community-dwelling adults: Results from Gan-Dau Healthy Longevity Plan Wave 2. The journal of nutrition, health & aging 9 40305974
2023 Therapeutic effects and mechanisms of Ku-Gan formula on atopic dermatitis: A pilot clinical study and modular pharmacology analysis with animal validation. Journal of ethnopharmacology 9 36716903
2021 From rumor to genetic mutation detection with explanations: a GAN approach. Scientific reports 9 33712675
2021 Increasing prediction accuracy of pathogenic staging by sample augmentation with a GAN. PloS one 9 33905431
2017 The Legionella pneumophila GIG operon responds to gold and copper in planktonic and biofilm cultures. PloS one 9 28463986
2016 Bo-Gan-Whan regulates proliferation and migration of vascular smooth muscle cells. BMC complementary and alternative medicine 9 27549769
2013 Gan-Lu-Yin Inhibits Proliferation and Migration of Murine WEHI-3 Leukemia Cells and Tumor Growth in BALB/C Allograft Tumor Model. Evidence-based complementary and alternative medicine : eCAM 9 23573143
2007 AlGaN/GaN heterostructures for non-invasive cell electrophysiological measurements. Biosensors & bioelectronics 9 17766103
2024 Ling-Gui-Zhu-Gan decoction protects against doxorubicin-induced myocardial injury by downregulating ferroptosis. The Journal of pharmacy and pharmacology 8 38241142
2024 Metabolic profile and bioactivity of the peel of Zhoupigan (Citrus reticulata cv. Manau Gan), a special citrus variety in China, based on GC-MS, UPLC-ESI-MS/MS analysis, and in vitro assay. Food chemistry: X 8 39224696
2023 Intermediate filament dysregulation in astrocytes in the human disease model of KLHL16 mutation in giant axonal neuropathy (GAN). Molecular biology of the cell 8 37672338
2022 3D GAN image synthesis and dataset quality assessment for bacterial biofilm. Bioinformatics (Oxford, England) 8 35924980
2020 Go-sha-jinki-Gan Alleviates Inflammation in Neurological Disorders via p38-TNF Signaling in the Central Nervous System. Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics 8 33083995
2005 Hepatoprotective mechanisms of Yan-gan-wan. Hepatology research : the official journal of the Japan Society of Hepatology 8 16107322
2025 Ma Xing Shi Gan Decoction alleviates lipopolysaccharide-induced pneumonia by inhibiting NLRP3 inflammasome activation via AMPK/mTOR/ULK1-mediated autophagy. Journal of ethnopharmacology 7 40818519
2024 Gray matters: ViT-GAN framework for identifying schizophrenia biomarkers linking structural MRI and functional network connectivity. NeuroImage 7 38851549
2023 The protective effects of Zhi-Gan-Cao-Tang against diabetic myocardial infarction injury and identification of its effective constituents. Journal of ethnopharmacology 7 36828197
2023 First-principles study of controllable contact types in Janus MoSH/GaN van der Waals heterostructure. The Journal of chemical physics 7 37655766
2023 HER2GAN: Overcome the Scarcity of HER2 Breast Cancer Dataset Based on Transfer Learning and GAN Model. Clinical breast cancer 7 37926662
2023 SIGANEO: Similarity network with GAN enhancement for immunogenic neoepitope prediction. Computational and structural biotechnology journal 7 38034402
2022 Major Plant in Herbal Mixture Gan-Mai-Da-Zao for the Alleviation of Depression in Rat Models. Plants (Basel, Switzerland) 7 35161241
2022 A Versatile, Incubator-Compatible, Monolithic GaN Photonic Chipscope for Label-Free Monitoring of Live Cell Activities. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 7 35404518
2022 LSH-GAN enables in-silico generation of cells for small sample high dimensional scRNA-seq data. Communications biology 7 35688990
2021 Giant axonal neuropathy (GAN) in an 8-year-old girl caused by a homozygous pathogenic splicing variant in GAN gene. American journal of medical genetics. Part A 7 34889507
2014 Enhanced cell growth on nanotextured GaN surface treated by UV illumination and fibronectin adsorption. Colloids and surfaces. B, Biointerfaces 7 25264283
2012 Effect and mechanisms of Gong-tone music on the immunological function in rats with Liver (Gan)-qi depression and Spleen (Pi)-qi deficiency syndrome in rats. Chinese journal of integrative medicine 7 22241503
2012 Rokumi-jio-gan-Containing Prescriptions Attenuate Oxidative Stress, Inflammation, and Apoptosis in the Remnant Kidney. Evidence-based complementary and alternative medicine : eCAM 7 23243456
2025 Novel dual gland GAN architecture improves human protein localization classification using salivary and pituitary gland inspired loss functions. Scientific reports 6 40750975
2025 Hu Gan Tang ameliorates metabolic-associated fatty liver disease by inhibiting ferroptosis through the Nrf2/GPX4 pathway. Journal of ethnopharmacology 6 40752599
2025 Mechanism of Bao Gan Ning decoction in attenuating hepatic fibrosis via modulation of the gut microbiome and PPAR/CYP7A1-mediated bile acid metabolism. Journal of ethnopharmacology 6 40865652
2024 Intrinsic Capacity Impairments (ICOPE Step 1 and Step 2), Cardiometabolic Risk and Immune Resilience: An Exploratory Analysis from the Gan-Dau Healthy Longevity Plan. The Journal of frailty & aging 6 39574280
2023 Exploring the molecular mechanism of Gan Shuang granules for the treatment of non-alcoholic steatohepatitis using network pharmacology, molecular docking, and experimental verification. Frontiers in pharmacology 6 36762105
2021 Shu-Di-Huang and Gan-Cao Herb Pair Restored the Differentiation Potentials of Mesenchymal Stem Progenitors in Treating Osteoporosis via Downregulation of NF-κB Signaling Pathway. Evidence-based complementary and alternative medicine : eCAM 6 34950216
2011 Shu-Gan-Liang-Xue Decoction Simultaneously Down-regulates Expressions of Aromatase and Steroid Sulfatase in Estrogen Receptor Positive Breast Cancer Cells. Chinese journal of cancer research = Chung-kuo yen cheng yen chiu 6 23467843
2025 TopMT-GAN: a 3D topology-driven generative model for efficient and diverse structure-based ligand design. Chemical science 5 39810998
2025 Gan-tang-yi decoction improves hepatic insulin resistance through activation of IRS2/PI3K/Akt pathway and inhibition of AGEs/RAGE pathway in cirrhotic rats. Journal of ethnopharmacology 5 40345270
2024 DSFF-GAN: A novel stain transfer network for generating immunohistochemical image of endometrial cancer. Computers in biology and medicine 5 38325211
2022 Clinical Evidence and Potential Mechanisms of Complementary Treatment of Ling Gui Zhu Gan Formula for the Management of Serum Lipids and Obesity. Evidence-based complementary and alternative medicine : eCAM 5 35586687

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