Biology subjects

Ling, K.

Publications and source records attributed to Ling, K..

11 recordsLinked to original sources

bioRxiv2026

Distance-AF Multimer: A Multi-Step Approach for Protein Complex Structure Modeling with User-Defined Distance Constraints

The three-dimensional structure of proteins provides essential insight into the molecular mechanisms underlying their function. Many biological activities are mediated through protein interactions, making accurate structural determination of protein complexes important. Despite significant advances in computational protein structure prediction, there are still many cases where protein complexes are not correctly assembled. In particular, there are cases where experimental data, such as distances between residue pairs in interacting proteins are available, yet existing prediction methods fail to produce models consistent with these data. Here, we present Distance-AF Multimer, a method that guides and refines AlphaFold-Multimer docking predictions using user-provided residue pair distance information. This approach extends our previously successful data-guided single-protein modeling method, Distance-AF. Distance-AF Multimer operates in a two-step process, starting from multiple initial conformations and iteratively refining them to satisfy the provided distance constraints. We evaluated Distance-AF Multimer on protein-complex benchmarks spanning different chain counts and docking errors, demonstrating competitive or superior performance compared to other existing deep-learning-based structure prediction methods. In addition to dimer cases, we also demonstrated the potential of Distance-AF Multimer for large-scale protein assemblies containing multiple chains, including those with more than 5 chains.

bioinformatics↗

bioRxiv2026

NMNAT2-SARM1 Axis Drives Redox Failure and Disrupts APP Processing in Neurons

Metabolic dysfunction and proteinopathy are hallmarks of many neurodegenerative diseases, yet their mechanistic interplay remains poorly understood. Here, we demonstrate that amyloid precursor protein (APP) processing in cortical neurons is disrupted upon loss of Nicotinamide mononucleotide adenylyltransferase 2 (NMNAT2), the NAD-synthesizing enzyme in neurons, resulting in accumulation of APP C-terminal fragments (APP-CTFs). Knockdown (KD) of the NAD hydrolase sterile alpha and TIR motif-containing protein 1 (SARM1) restores APP-CTF levels in NMNAT2 knockout (KO) neurons to wild-type levels, whereas NAD supplementation yields modest rescue. Redox profiling indicates that NMNAT2 loss reduces NAD/NADH redox potential when APP-CTF starts accumulating. Seahorse metabolic flux analysis shows that NMNAT2 deficiency induces early glycolytic impairment, followed by deficits in mitochondrial respiration. Notably, SARM1 KD, but not NAD supplementation, rescues mitochondrial function in NMNAT2 KO neurons. Temporal profiling of NMNAT2 KO neurons revealed a biphasic pattern in APP-CTF accumulation, with an initial gradual increase followed by a marked acceleration, paralleling the transition from an initially small number to a substantially greater number of differentially expressed proteins. Pathway enrichment analysis of proteomic changes suggests JNK/MAPK signaling is upregulated in the early phase, with late-phase downregulation of mitochondrial function and upregulation of endoplasmic reticulum stress and unfolded protein response pathways. Collectively, these findings demonstrate that neuronal NAD depletion drives a progressive, SARM1-dependent disruption of redox homeostasis and proteostasis, resulting in impaired APP processing. The NMNAT2-SARM1 axis emerges as a critical pathway linking metabolic stress to proteinopathy, positioning SARM1 as a key mediator of neurodegenerative dysfunction.

neuroscience↗

bioRxiv2025

Enhanced splicing modulation by NMA-modified antisense oligonucleotides

Aberrant RNA splicing contributes to many human diseases, and splice-switching antisense oligonucleotides (SSOs) are ideally suited as a therapeutic strategy to modulate splicing and restore normal gene expression. Nusinersen (Spinraza) has revolutionized the treatment of spinal muscular atrophy. It is a splice-switching oligonucleotide (SSO) that is modified with 2-O-methoxyethyl (MOE) modifications. Here, we introduce a next-generation ribose modification, 2'-O-[2-(methyl-amino)-2-oxoethyl] (NMA), which enhances the pharmacological properties of SSOs. We identified a long-lasting NMA-modified human candidate SSO, salanersen, that is 3-4-fold more potent than nusinersen in human SMN2 transgenic mice. To evaluate the generality of the NMA chemistry, we applied it to modulation of SCN1A exon 20N splicing, a therapeutic strategy for Dravet syndrome. An NMA-modified SSO is 3.5-fold more potent than STK-001, a MOE-modified SSO currently in clinical trials. Our data establish the NMA chemistry as a broadly applicable ribose modification that markedly improves the pharmacological profile of SSOs, supporting its development as a next-generation platform for splicing modulation therapies. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=69 SRC="FIGDIR/small/680653v1_ufig1.gif" ALT="Figure 1"> View larger version (16K): org.highwire.dtl.DTLVardef@122e426org.highwire.dtl.DTLVardef@1b0a56eorg.highwire.dtl.DTLVardef@3ce4e8org.highwire.dtl.DTLVardef@1d86378_HPS_FORMAT_FIGEXP M_FIG C_FIG

pharmacology and toxicology↗

bioRxiv2025

TDP-43 pathology triggers SRRM4-dependent cryptic splicing of G3BP1 in ALS/FTD

Loss of nuclear TDP-43 is a defining feature of the neurodegenerative diseases amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD), yet how this leads to selective neuronal vulnerability is poorly understood. Here, using human iPSC-derived neurons and a large multi-omics dataset of ALS/FTD patients, we demonstrate that TDP-43 pathology induces the inclusion of an in-frame cryptic exon in human G3BP1. The resulting CRYPTIC G3BP1 protein contains an additional 10-amino acids within the highly conserved NTF2L domain, which acts as a dominant negative and disrupts stress granule dynamics. We further show that cryptic exon inclusion in G3BP1 upon TDP-43 loss is enriched in neurons. Mechanistically, the loss of TDP-43 unmasks a binding site for the neuron-specific splicing regulator SRRM4 within intron 2 of G3BP1, enabling the inclusion of the cryptic exon. Collectively, our findings reveal that neuron-specific regulatory mechanisms intersect with TDP-43 -mediated splicing and suggest a mechanistic basis for the increased neuronal vulnerability observed in ALS/FTD.

neuroscience↗

bioRxiv2025

A 3D iPSC retina model reveals non-cell-autonomous and non-neuronal mechanism of photoreceptor degeneration in a lysosomal storage disorder.

Disruption of photoreceptor-retinal pigment epithelium (RPE) interface with loss of photoreceptor outer segments (POSs) in the retina is a pathological hallmark of several neurodegenerative and retinal diseases including lysosomal storage disorders like CLN3 disease. However, the retina is a functional composite in vivo; and in vitro stem cell models of retina that enable investigation of the photoreceptor-RPE interface in healthy and diseased retina are lacking. Here, we developed a 3D human pluripotent stem cell (hPSC)-derived retina model to investigate the photoreceptor-RPE interface in healthy and disease tissue. Using this 3D hPSC retina model, we demonstrated that the most common disease causing CLN3 mutation (CLN3{Delta}ex7-8) leads to reduced levels of acid ceramidase (AC) and consequently altered sphingolipid metabolism and signaling and POS loss in CLN3 disease. Consistent with the 3D hPSC retina model, altered sphingolipid metabolism and signaling coincided with POS loss in a large animal model of CLN3 disease, CLN3 miniswine. Therapeutically, recombinant human acid ceramidase (rhAC) targeted both altered sphingolipid metabolism and retina degeneration in the CLN3 hPSC retina model and the CLN3 miniswine eye. These findings demonstrate a proof-of-concept that rhAC can rescue disease phenotype in a large animal model of CLN3 disease and suggest that rhAC could be a therapeutic approach for CLN3 disease. One Sentence SummaryAcid ceramidase deficiency and consequently altered sphingolipid signaling promotes disease phenotype(s) in a lysosomal storage disorder, CLN3 disease.

neuroscience↗

bioRxiv2023

An uncanonical CDK6 activity inhibits cilia function by suppressing axoneme polyglutamylation

Tubulin polyglutamylation is a post-translational modification that occurs primarily along the axoneme of cilia. Defective axoneme polyglutamylation impairs cilia function and has been correlated with ciliopathies, including Joubert Syndrome (JBTS). However, the precise mechanisms regulating proper axoneme polyglutamylation remain vague. Here, we show that Cyclin-Dependent Kinase 6 (CDK6), but not its paralog CDK4, localizes to cilia base and suppresses axoneme polyglutamylation by phosphorylating RAB11-interacting protein FIP5 at site S641, a critical regulator of cilia import of glutamylases. S641 phosphorylation disrupts the ciliary recruitment of FIP5 by impairing its association with RAB11, thereby reducing the ciliary import of glutamylases. Interestingly, significant upregulation of CDK6 and defective axoneme polyglutamylation were observed in Autosomal dominant polycystic kidney disease (ADPKD) cells. Encouragingly, the FDA-approved CDK4/6 inhibitor Abemaciclib can effectively restore cilia function in JBTS and ADPKD cells with defective glutamylation and suppresses renal cystogenesis in an ex vivo ADPKD model. In summary, our study elucidates regulatory mechanisms governing axoneme polyglutamylation and suggests developing CDK6-specific inhibitors could be a promising therapeutic strategy to enhance cilia function in ciliopathy patients.

cell biology↗

bioRxiv2022

Stathmin-2 loss leads to neurofilament-dependent axonal collapse driving motor and sensory denervation

The human mRNA most affected by TDP-43 loss-of-function is transcribed from the STMN2 gene and encodes stathmin-2 (also known as SCG10), whose loss is a neurodegenerative disease hallmark. Here using multiple in vivo approaches, including transient antisense oligonucleotide (ASO)-mediated suppression, chronic shRNA-mediated depletion in aging mice, and germline deletion, we establish stathmin-2 to be essential for acquisition and maintenance of neurofilament-dependent structuring of axoplasm critical for maintaining diameter and conduction velocity of large-myelinated axons. Sustained stathmin-2 loss from an otherwise mature adult nervous system is demonstrated over a time course of eight months to initiate and drive motor neuron disease that includes 1) shrinkage in inter-neurofilament spacing that is required to produce a three-dimensional space filling array that defines axonal caliber, 2) collapse of mature axonal caliber with tearing of outer myelin layers, 3) reduced conduction velocity, 4) progressive motor and sensory deficits (including reduction of the pain transducing neuropeptide CGRP), and 5) muscle denervation. Demonstration that chronic stathmin-2 reduction is itself sufficient to trigger motor neuron disease reinforces restoration of stathmin-2 as an attractive therapeutic approach for TDP-43-dependent neurodegeneration, including the fatal adult motor neuron disease ALS.

cell biology↗

bioRxiv2022

Early activation of cellular stress and death pathways caused by cytoplasmic TDP-43 in the rNLS8 mouse model of ALS/FTD

TAR DNA binding protein 43 (TDP-43) pathology is a key feature of over 95% of amyotrophic lateral sclerosis (ALS) and nearly half of frontotemporal dementia (FTD) cases. The pathogenic mechanisms of TDP-43 dysfunction are poorly understood, however activation of cell stress pathways may contribute to pathogenesis. We therefore sought to identify which cell stress components are critical for driving disease onset and neurodegeneration in ALS/FTD. We studied the rNLS8 transgenic mouse model, which expresses human TDP-43 with a genetically-ablated nuclear localisation sequence within neurons of the brain and spinal cord resulting in cytoplasmic TDP-43 pathology and progressive motor dysfunction. Amongst numerous cell stress-related biological pathways profiled using qPCR arrays, several critical ISR effectors, including CCAAT/enhancer-binding homologous protein (Chop/Ddit3) and activating transcription factor 4 (Atf4), were upregulated in the cortex of rNLS8 mice prior to disease onset. This was accompanied by early up-regulation of anti-apoptotic gene Bcl2 and diverse pro-apoptotic genes including BH3-interacting domain death agonist (Bid). However, pro-apoptotic signalling predominated after onset of motor phenotypes. Notably, pro-apoptotic caspase-3 protein was elevated in the cortex of rNLS8 mice at later disease stages, suggesting that downstream activation of apoptosis drives neurodegeneration following failure of early protective responses. Unexpectedly, suppression of Chop in the brain and spinal cord using antisense oligonucleotide-mediated silencing had no effect on overall TDP-43 pathology or disease phenotypes in rNLS8 mice. Cytoplasmic TDP-43 accumulation therefore causes very early activation of ISR and both anti-and pro-apoptotic signalling that switches to predominant pro-apoptotic activation later in disease. These findings suggest that precise temporal modulation of cell stress and death pathways may be beneficial to protect against neurodegeneration in ALS and FTD. Key pointsO_LIISR genes Atf4 and Chop, anti-apoptotic Bcl2 and pro-apoptotic gene Bid, Bim, Noxa were upregulated in the cortex of rNLS8 mice prior to disease onset C_LIO_LIKnockdown of Chop had limited effects on TDP-43 pathology and did not alter motor deficits in rNLS8 mice C_LIO_LIBoth anti-and pro-apoptotic genes are upregulated prior to disease onset, and switches to activation of pro-apoptotic signalling at later disease stages C_LIO_LICaspase-3 activation likely drives neurodegeneration in the cortex of rNLS8 mice C_LI

neuroscience↗

bioRxiv2022

Antisense oligonucleotide-based therapeutic strategy for progranulin-deficient frontotemporal dementia

Heterozygous GRN (progranulin) mutations cause frontotemporal dementia (FTD) due to haploinsufficiency, and increasing progranulin levels is a major therapeutic goal. Several microRNAs, including miR-29b, negatively regulate progranulin protein levels. Antisense oligonucleotides (ASOs) are emerging as a promising therapeutic modality for neurological diseases, but strategies for increasing target protein levels are limited. Here, we tested the efficacy of ASOs as enhancers of progranulin expression by sterically blocking the miR-29b binding site in the 3 UTR of the human GRN mRNA. We found 16 ASOs that increase progranulin protein in a dose-dependent manner in neuroglioma cells. A subset of these ASOs also increased progranulin protein in iPSC-derived neurons and in a humanized GRN mouse model. In FRET-based assays, the ASOs effectively competed miR-29b from binding to the GRN 3 UTR RNA. The ASOs increased levels of newly synthesized progranulin protein by increasing its translation, as revealed by ribosomal profiling. Together, our results demonstrate that ASOs can be used to effectively increase target protein levels by partially blocking miR binding sites. This ASO strategy may be therapeutically feasible for progranulin-deficient FTD as well as other conditions of haploinsufficiency.

neuroscience↗

bioRxiv2019

CpG-ODN 2007 protects zebrafish against Vibrio vulnificus-induced infection

Vibrio vulnificus (V. vulnificus) is an aquatic pathogen that can cause primary sepsis and soft tissue infection. CpG oligodeoxynucleotides (CpG-ODN) are a type of essential immunomodulators, which can trigger or enhance immune responses in mammals, fish, and humans. In this study, we evaluated the effect of CpG-ODN 2007 as a potential immunostimulant for zebrafish infected with V. vulnificus (FJ03-X2). Fish injected with the CpG-ODN 2007 showed lower mortality rate compared with the fish that did not receive treatment. The survival rates of CpG-ODN 2007-treated group and PBS-treated group were 85% and 57.9%, respectively. In addition, our in vitro results demonstrated that CpG-ODN 2007 can effectively reduce the toxicity of V. vulnificus (FJ03-X2) to zebrafish embryonic fibroblast (ZF4) cells. Furthermore, we assessed immune-related genes expression patterns in FJ03-X2 infected zebrafish or ZF4 cells with and without CpG-ODN 2007 treatment, such as TLRs and IL-1{beta}. To sum up, our data indicated that CpG-ODN 2007 protects zebrafish against Vibrio vulnificus induced infection.

immunology↗

bioRxiv2018

B7-H1(PD-L1) confers chemoresistance through ERK and p38 MAPK pathway in tumor cells

Development of resistance to chemotherapy and immunotherapy is a major obstacle in extending the survival of patients with cancer. Although several molecular mechanisms have been identified that can contribute to chemoresistance, the role of immune checkpoint molecules in tumor chemoresistance remains underestimated. It has been recently observed that overexpression of B7-H1(PD-L1) confers chemoresistance in human cancers, however the underlying mechanisms are unclear. Here we show that the development of chemoresistance depends on the increased activation of ERK pathway in tumor cells overexpressing B7-H1. Conversely, B7-H1 deficiency renders tumor cells susceptible to chemotherapy in a cell-context dependent manner through activation of the p38 MAPK pathway. B7-H1 in tumor cells associates with the catalytic subunit of a DNA-dependent serine / threonine protein kinase (DNA-PKcs). DNA-PKcs is required for the activation of ERK or p38 MAPK in tumors expressing B7-H1, but not in B7-H1 negative or B7-H1 deficient tumors. Ligation of B7-H1 by anti-B7-H1 monoclonal antibody (H1A) increased the sensitivity of human triple negative breast tumor cells to cisplatin therapy in vivo. Our results suggest that B7-H1(PD-L1) expression in cancer cells modifies their chemosensitivity towards certain drugs and targeting B7-H1 intracellular signaling pathway is a new way to overcome cancer chemoresistance.

cancer biology↗