bioRxiv Science⌕ Search

Biology subjects

Li, C.

Publications and source records attributed to Li, C..

At least 703 records · Page 39Linked to original sources

LKB1 loss rewires JNK-induced apoptotic protein dynamics through NUAKs and sensitizes KRAS-mutant NSCLC to combined KRASG12C + MCL-1 blockade

The efficacy of molecularly targeted anti-cancer therapies may be limited by the presence of co-occurring mutations within a tumor1-3. Conversely, these alterations may confer collateral vulnerabilities that can be leveraged for the development of novel therapeutic approaches. KRAS-mutant lung cancers are distinguished by recurrent inactivating mutations in the tumor suppressor STK11/LKB14 that facilitate tumorigenesis by modulating energy balance5, 6, enhancing metastatic potential7,8 and enabling immune evasion9,10. However, whether LKB1 plays a role in modulating cellular responses to therapeutic stress is largely unknown. Here we show that LKB1 suppresses JNK-dependent stress signaling in KRAS-mutant lung cancer cells upon acute loss of oncogenic signaling. In LKB1-deficient KRAS-mutant cells, inhibition of KRAS or its downstream effector MEK leads to hyperactivation of JNK due to loss of NUAK-mediated PP1B phosphatase activity. JNK-mediated inhibitory phosphorylation of BCL-XL rewires apoptotic dependencies, rendering LKB1-deficient cells vulnerable to MCL-1 inhibition. These results uncover a previously unknown role for LKB1 in regulating stress signaling and the mitochondrial apoptotic response of cancer cells independent of its tumor suppressor activity mediated by AMPK11-13 and SIK14,15 kinases. Additionally, our study reveals a therapy-induced vulnerability in LKB1-deficient KRAS-mutant lung cancer cells that could be exploited as a genotype-informed strategy to improve the efficacy of KRAS-targeted therapies.

cancer biology↗

Dysregulation of Acid Ceramidase-mediated Sphingolipid Metabolism Contributes to Tumor Progression in Tuberous Sclerosis Complex

Tuberous Sclerosis Complex (TSC) is disorder of multi-system benign neoplasia in the brain, heart, kidneys and lungs. Lymphangioleiomyomatosis (LAM) is a progressive pulmonary disease affecting exclusively women. Both are caused by mutations in TSC1 and TSC2, resulting in mTORC1 hyperactivation. Single cell RNA sequencing of LAM lungs identified activation of genes in the sphingolipid pathway. Independent validation studies showed that acid ceramidase (ASAH1) and dihydroceramide desaturase (DEGS1), key enzyme for regulating sphingolipid and ceramide metabolism, were significantly increased in TSC2-null cells, and their expression and activity were rapamycin-insensitive. TSC2 negatively regulated the biosynthesis of tumorigenic sphingolipids. Suppression of ASAH1 by shRNA or the inhibitor ARN14976 (17a) markedly decreased the viability of TSC2-null cells. In vivo, 17a significantly decreased the growth of Tsc2-null cell derived mouse xenografts. When combined with rapamycin, 17a more strongly inhibited the progression of renal cystadenomas in Tsc2+/- mice than either agent alone, evaluated by pathology and MRI. Collectively, our studies identify a rapamycin-insensitive disorder of sphingolipid metabolism in TSC2-null cells and tumors and validate the novel hypothesis that TSC2 regulates sphingolipid production and action via ASAH1. Targeting aberrant sphingolipid metabolism pathways may have therapeutic value in TSC and LAM, and possibly in mTORC1-hyperactive neoplasms.

cell biology↗

MalariaSED: a deep learning framework to decipher the regulatory contributions of noncoding variants in malaria parasites

Malaria remains one of the deadliest infectious diseases. Transcriptional regulation effects of noncoding variants in this unusual genome of malaria parasites remain elusive. We developed a sequence-based, ab initio deep learning framework, MalariaSED, for predicting chromatin profiles in malaria parasites. The MalariaSED performance was validated by published ChIP-qPCR and TF motifs results. Applying MalariaSED to [~]1.3 million variants shows that geographically differentiated noncoding variants are associated with parasite invasion and drug resistance. Further analysis reveals chromatin accessibility changes at Plasmodium falciparum rings are partly associated with artemisinin resistance. MalariaSED illuminates the potential functional roles of noncoding variants in malaria parasites.

bioinformatics↗

Integrating artificial and biological neural networks to improve animal task performance using deep reinforcement learning

Artificial neural networks have performed remarkable feats in various domains but lack the flexibility and generalization power of biological neural networks. Given their different capabilities, it would be advantageous to build systems where both network types can synergistically interact. As proof-of-principle, we show how to create such a hybrid system and harness it to improve animal performance on biologically relevant tasks. Using optogenetics, we interfaced the nervous system of the nematode Caenorhabditis elegans with a deep reinforcement learning agent, enabling the animal to navigate to targets and enhancing its food search ability. Agents adapted to strikingly different sites of neural integration and learned site-specific activations to improve performance on a target-finding task. The animal plus agent displayed cooperative computation and generalized to novel environments. This work constitutes a demonstration of how to improve task performance in animals using artificial intelligence interfaced with a nervous system.

neuroscience↗

Ancient DNA Reveals China as a Historical Genetic Melting Pot in Tiger Evolution

The contrast between the tigers (Panthera tigris) 2-3 My age and extant tigers coalescence approximately 110,000 years ago suggests an ancient demographic bottleneck. Here we collected over 60 extinct specimens across mainland Asia and generated whole genome sequences from a 10,600-year-old Russian Far East (RFE) specimen (RUSA21, 8{xi} coverage), 14 South China tigers (0.1-12{xi}), three Caspian tigers (4-8{xi}), plus 17 new mitogenomes. RUSA21 clustered within modern Northeast Asian phylogroups and partially derived from an extinct Late Pleistocene lineage. While some 8,000-10,000-year-old RFE mitogenomes are basal to all tigers, one 2,000-year-old specimen resembles present Amur tigers. The Caspian tiger likely dispersed from an ancestral Northeast Asian population and experienced gene flow from southern Bengal tigers. Lastly, genome-wide monophyly supported the South China tiger as a distinct subspecies, albeit with mitochondrial paraphyly, hence resolving its longstanding taxonomic controversy. The distribution of mitochondrial haplogroups corroborated by biogeographical modeling suggested Southwest China was a Late Pleistocene refugium for a relic basal lineage. As suitable habitat returned, Eastern China became a genetic melting pot to foster divergent lineages to merge into South China tigers and other subsequent northern subspecies to develop. Genomic information retrieved from ancient tigers hence sheds light on the species full evolutionary history leading to nine modern subspecies and resolves the natural history of surviving tigers.

evolutionary biology↗

Intrinsically disordered proteins SAID1/2 condensate on SERRATE/ARS2 for dual inhibition of miRNA biogenesis in Arabidopsis

Intrinsically disordered proteins (IDPs) SAID1/2 are hypothetic dentin sialophosphoprotein-like proteins, but their true functions are unknown. Here, we identified SAID1/2 as negative regulators of SERRATE(SE)/ARS2, a core factor in miRNA biogenesis complex (microprocessor). Loss-of-function double mutants of said1; said2 caused pleiotropic developmental defects and thousands of differentially-expressed genes that partially overlapped with those in se. said1; said2 also displayed increased assembly of microprocessor and elevated accumulation of miRNAs. Mechanistically, SAID1/2 promotes PRP4KA-mediated phosphorylation of SE, leading to its degradation in vivo. Unexpectedly, SAID1/2 have strong binding affinity to hairpin-structured pri-miRNAs and can sequester them from SE. Moreover, SAID1/2 directly inhibit pri-miRNA processing by microprocessor in vitro. Whereas SAID1/2 did not impact SE subcellular compartmentation, the proteins themselves exhibited liquid-liquid phase condensation that is nucleated on SE. Thus, we proposed that SAID1/2 reduce miRNA production through hijacking pri-miRNAs to prevent microprocessor activity while promoting SE phosphorylation and its destabilization in Arabidopsis.

plant biology↗

Loss of H3.1K27me1 in Arabidopsis confers resistance to Geminivirus by sequestering DNA repair proteins onto rDNA and defense-related genes

The H3 methyltransferases ATXR5 and ATXR6 deposit H3.1K27me1 to heterochromatin to prevent genomic instability and transposon reactivation. Here, we report that atxr5 atxr6 mutants displayed robust resistance to Geminivirus. The viral resistance correlated with activation of DNA repair pathways, but not with transposon reactivation or heterochromatin amplification. We identified RAD51 and RPA1A as partners of virus-encoded Rep protein. The two DNA repair proteins showed increased binding to heterochromatic regions and defense-related genes in atxr5 atxr6 vs wild type plants. Consequently, the proteins had reduced interactions to viral DNA in the mutant, thus hampering viral replication. Additionally, RAD51 recruitment to the host genome arose via BRCA1, HOP2 and CYCB1, and this recruitment was essential for viral resistance in atxr5 atxr6. Thus, Geminiviruses adapt to healthy plants by hijacking its DNA repairing pathways for replication, but the host could retain DNA repairing proteins via sacrificing its genome stability to suppress viral infection.

genetics↗

Single-cell brain organoid screening identifies developmental defects in autism

Development of the human brain involves processes that are not seen in many other species, but can contribute to neurodevelopmental disorders (1-4). Cerebral organoids can be used to investigate neurodevelopmental disorders in a human context but are limited by variability and low throughput. We have developed the CRISPR-human organoids-scRNA-seq (CHOOSE) system that utilizes verified pairs of gRNAs, inducible CRISPR/Cas9-based genetic disruption, and single-cell transcriptomics for pooled loss-of-function screening in mosaic organoids. Genetic perturbations of 36 high-risk autism spectrum disorder (ASD) genes related to transcriptional regulation allowed us to identify their effects on cell fate determination and discover developmental stages susceptible to ASD gene perturbations. We construct a developmental gene regulatory network (GRN) of cerebral organoids from single-cell multiomic data including transcriptome and chromatin modalities and identify ASD-associated and perturbation-enriched regulatory modules. We show that perturbing members of the BAF chromatin remodeling complex leads to an expanded population of ventral telencephalon progenitors. Specifically, the BAF subunit ARID1B controls the fate transitions of progenitors to oligodendrocyte precursor cells and interneurons, which we confirmed in patient-specific induced pluripotent stem cell (iPSC) derived organoids. Our study paves the way for phenotypically characterizing disease susceptibility genes in human organoid models with cell type, developmental trajectory, and gene regulatory network readouts.

developmental biology↗

A small-molecule lycorine derivative reveals Na+/K+-ATPase α3 as an anti-obesity target

Obesity remains a severe global public health challenge, with contemporary therapeutic approaches primarily focusing on appetite suppression. Here, we discovered HLY72, a lycorine-derived small molecule that potently counteracts obesity in mice at doses without affecting food intake, by promoting sympathetic activation-mediated lipolysis and thermogenesis in adipose tissues. Mass spectrometry identified Na+/K+-ATPase (NKA) 3, the brain-specific isoform, as HLY72s target. Only blood-brain barrier-permeable NKA inhibitors reproduce HLY72s anti-obesity effects, and resistance to HLY72 treatment occurs specifically in NKA 3 (not 1) knockin mice harboring a HLY72-binding mutation. Similar to the chemical inhibition by HLY72, genetic inhibition of NKA 3 also effectively protects mice from diet-induced obesity. These findings point NKA 3 as a potent anti-obesity drug target and highlight HLY72s potential in treating and preventing obesity independent of appetite control.

physiology↗

On the fitness effects and disease relevance of synonymous mutations

We recently measured the fitness effects of a large number of coding mutations in yeast under four laboratory conditions, finding that most synonymous mutations are strongly deleterious although they are overall significantly less detrimental than nonsynonymous mutations. Kruglyak et al. believe that most nonsynonymous and nearly all synonymous mutations have no detectable fitness effects, so hypothesize that our results largely reflect the fitness effects of CRISPR/Cas9 off-target edits and secondary mutations that occurred in mutant construction. Dhindsa et al. argue that our findings contradict other yeast and human mutagenesis studies, human allele frequency distributions, and disease gene mapping results. We find Kruglyak et al.s hypothesis unsupported by prior yeast genome editing studies and mutation rate estimates. Furthermore, their hypothesis makes a series of predictions that are falsified by our published and newly collected data. Hence, their hypothesis cannot explain our observations. Dhindsa et al.s comparisons between synonymous and nonsynonymous mutations in prior mutagenesis studies and in contributions to disease are unfair and human allele frequency distributions can be compatible with our fitness estimates when multiple complicating factors are considered. While our fitness estimates of yeast synonymous mutants overturn the (nearly) neutral assumption of synonymous mutations, they are not inconsistent with various existing data.

evolutionary biology↗

Characterizing control of memory CD8 T cell differentiation by BTB-ZF transcription factor Zbtb20

Members of the BTB-ZF transcription factor family regulate the immune system. Our lab identified that family member Zbtb20 contributes to the differentiation, recall responses and metabolism of CD8 T cells. Here, we report a characterization of the transcriptional and epigenetic signatures controlled by Zbtb20 at single-cell resolution during the effector and memory phases of the CD8 T cell response. Without Zbtb20, transcriptional programs associated with memory CD8 T cell formation were upregulated throughout the CD8 T response. A signature of open chromatin was associated with genes controlling T cell activation, consistent with the known impact on differentiation. Additionally, memory CD8 T cells lacking Zbtb20 were characterized by open chromatin regions with overrepresentation of AP-1 transcription factor motifs and elevated RNA- and protein-level expression of the corresponding AP-1 components. Finally, we describe motifs and genomic annotations from the DNA targets of Zbtb20 in CD8 T cells identified by CUT&RUN. Together, these data establish the transcriptional and epigenetic networks contributing to the control of CD8 T cell responses by Zbtb20.

immunology↗

Increasing the sensitivity, recovery, and integrality of spatially resolved proteomics by LCM-MTA

Conventional proteomic approaches neglect tissue heterogeneity and spatial localization information. Laser capture microdissection (LCM) can isolate specific cell populations or histological areas from heterogeneous tissue specimens while preserving spatial localization information. Formalin-fixed paraffin-embedded (FFPE) is currently a standardized method for long-term stable preservation of clinical tissue specimens. However, spatially resolved proteomics (SRP) studies of FFPE tissues by combined LCM and mass spectrometry (MS)-based proteomics face challenges, such as formalin-induced protein crosslinking limits protein extraction and digestion, protein loss during sample preparation, and the detectability of MS for trace tissues. Therefore, it is necessary to specifically develop SRP sample preparation methods and MS methods suitable for trace FFPE tissues. Here, we provide an SRP method suitable for trace FFPE tissues produced by LCM, termed LCM-Magnetic Trace Analysis (LCM-MTA), which can significantly increase the sensitivity, recovery, and integrality of SRP. The starting material has been reduced to about 15 cells, which resolution is comparable to existing spatially resolved transcriptome (SRT). We also apply our LCM-MTA into SRP studies on clinical colorectal cancer (CRC) tissues and accurately distinguish the functional differences of different cell types. In conclusion, LCM-MTA is a convenient, universal, and scalable method for SRP of trace FFPE tissues, which can be widely used in clinical and non-clinical research fields.

systems biology↗

Sex-specific T cell exhaustion drives differential immune responses in glioblastoma

Sex differences in glioblastoma (GBM) incidence and outcome are well recognized, and emerging evidence suggests that these extend to genetic/epigenetic and cellular differences, including immune responses. However, the mechanisms driving immunological sex differences are not fully understood. Using GBM models, we demonstrate that T cells play a critical role in driving GBM sex differences. Male mice exhibited accelerated tumor growth, with decreased T cell infiltration and increased T cell exhaustion. Furthermore, a higher frequency of progenitor exhausted T cells was found in males, with improved responsiveness to anti-PD1 treatment. Bone marrow chimera and adoptive transfer models indicated that T cell-mediated tumor control was predominantly regulated in a cell-intrinsic manner, which was further corroborated by in vitro exhaustion assays. Moreover, increased T cell exhaustion was observed in male GBM patients. These findings demonstrate sex-specific pre-determined behavior of T cells is critical in inducing sex differences in GBM progression and immunotherapy response. Statement of significanceImmunotherapies in GBM patients have been unsuccessful due to a variety of factors including the highly immunosuppressive tumor microenvironment in GBM. This study demonstrates that sex-specific T cell behaviors are predominantly intrinsically regulated, further suggesting sex-specific approaches can be leveraged to potentially improve therapeutic efficacy of immunotherapy in GBM.

immunology↗

Robust phenotypic plasticity of symbiotic organs facilitates the adaptation and evolution of deep-sea mussels

The rapid progress of deep-sea methane hydrate exploration and exploitation calls for a thorough evaluation of its potential impact on local chemosynthetic ecosystems, particularly on endemic species. As one dominant megafauna in cold seeps, the deep-sea mussels mainly rely on methanotrophic endosymbionts for nutrition and therefore could serve as a promising model in monitoring the exploitation of methane hydrate. However, knowledge on the long-term responses of deep-sea mussels to environmental stresses induced by methane hydrate exploitation, especially to methane reduction and deprivation, is still lacking. Here, we set up a laboratory system and cultivated methanotrophic deep-sea mussel Gigantidas platifrons without methane supply to survey the phenotypic changes after methane deprivation. While the mussels managed to survive for more than 10 months after the methane deprivation, drastic changes in the metabolism, function, and development of gill tissue, and in the association with methanotrophic symbionts were observed. In detail, the mussel digested all methanotrophic endosymbionts shortly after methane deprivation for nutrition and remodeled the global metabolism of gill to conserve energy. As the methane deprivation continued, the mussel replaced its bacteriocytes with ciliated cells to support filter-feeding, which is an atavistic trait in non-symbiotic mussels. During the long-term methane deprivation assay, the mussel also retained the generation of new cells to support the phenotypic changes of gill and even promoted the activity after being transplanted back to deep-sea, showing the potential resilience after long-term methane deprivation. Evidences further highlighted the participation of symbiont sterol metabolism in regulating these processes, which might be one direct cue for the mussels to respond to methane deprivation. These results collectively show the phenotypic plasticity of deep-sea mussels and their dynamic responses to methane deprivation, providing essential information in assessing the long-term influence of methane hydrate exploitation.

molecular biology↗

The role and mechanism of NRF2 in endothelial cells and smooth muscle cells of pulmonary artery

Pulmonary hypertension (PH) is a kind of fatal disease. There are no existing drugs that could reverse the diseas. NF-E2-related factor 2 (NRF2) is one of the most important moleculars in the range of cell protection. We examined the expression of NRF2 in PH models and explored the role of NRF2 in regulating abnormal phenotypes in pulmonary artery cells. We determined the expression level of NRF2 in lung tissues of PH model decreased significantly. We found that NRF2 was reduced in rat pulmonary artery endothelial cells (rPAEC) under hypoxia, while it was overexpressed in rat pulmonary artery smooth muscle cells (rPASMC) under hypoxia. Next, the results showed that knockdown NRF2 in rPAEC promoted endothelial-mesenchymal transformation and upregulated reactive oxygen species level. After the rPASMC was treated with siRNA or activator, we found that NRF2 could promote cell proliferation by regulating PDGFR/ERK1/2 and mTOR/P70S6K pathways, and accelerate cell migration by affecting MMP2/3/7. Therefore, the study suggests that the combination of NRF2 activators should be considered to eliminate the promoting effect of NRF2 activators on proliferation and migration of rPASMC. Summary statementHypoxia regulates NRF2 in PAECs and PASMCs differently. We found that NRF2 could promote cell proliferation by regulating PDGFR/ERK1/2 and mTOR/P70S6K pathways, and accelerate cell migration by affecting MMP2/3/7.

cell biology↗

Next-generation large-scale binary protein interaction network for Drosophila

Generating reference maps of the interactome networks underlying most cellular functions can greatly illuminate genetic studies by providing a protein-centric approach to finding new components of existing pathways, complexes, and processes. Here, we applied state-of-the-art experimental and bioinformatics methods to identify high-confidence binary protein-protein interactions (PPIs) for Drosophila melanogaster. We performed four all-by-all yeast two-hybrid (Y2H) screens of >10,000 Drosophila proteins, resulting in the FlyBi dataset of 8,723 PPIs among 2,939 proteins. As part of this effort, we tested subsets of our data and data from previous PPI datasets using an orthogonal assay, which allowed us to normalize data quality across datasets. Next, we integrated our FlyBi data with previous PPI data, resulting in an expanded, high-confidence binary Drosophila reference interaction network, DroRI, comprising 17,232 interactions among 6,511 proteins. These data are accessible through the Molecular Interaction Search Tool (MIST) and other databases. To assess the utility of the PPI resource, we used novel interactions from the FlyBi dataset to generate an autophagy interaction network that we validated in vivo using two different autophagy-related assays. We found that deformed wings (dwg) encodes a protein that is both a regulator and a target of autophagy. Altogether, the resources generated in this project provide a strong foundation for building high-confidence new hypotheses regarding protein networks and function.

cell biology↗

A unique peptide recognition mechanism by the human relaxin family peptide receptor 4 (RXFP4)

Members of the insulin superfamily regulate a variety of biological processes through two types of target-specific but structurally conserved peptides, insulin/insulin-like growth factors and relaxin/insulin-like peptides. The latter bind to the human relaxin family peptide receptors (RXFPs), which are class A G protein-coupled receptors (GPCRs), to exert pleiotropic actions. Here, we report three cryo-electron microscopy structures of RXFP4-Gi protein complexes in the presence of the endogenous ligand insulin-like peptide 5 (INSL5) or one of the two small molecule agonists, compound 4 and DC591053, both were discovered through medicinal chemistry efforts. The B chain of INSL5 adopts a single -helix that penetrates into the orthostatic pocket, while the A chain sits above the orthosteric pocket to interact with the extracellular surface of RXFP4, revealing a unique peptide-binding mode previously unknown. Together with mutagenesis and functional analyses, the key determinants responsible for the peptidomimetic agonism and subtype selectivity were identified. DC591053 selectively mimicked the action of INSL5 at RXFP4 whereas compound 4 activated both RXFP3 and RXFP4. Comparison of peptide binding modes within the insulin superfamily displayed diverse interaction mechanisms distinct to each type of the peptides. Our findings not only provide valuable insights into ligand recognition and subtype selectivity among class A GPCRs, but also expand the knowledge of signaling mechanisms in the insulin superfamily.

molecular biology↗

McAN: an ultrafast haplotype network construction algorithm

SummaryHaplotype network is becoming popular due to its increasing use in analyzing genealogical relationships of closely related genomes. We newly proposed McAN, a minimum-cost arborescence based haplotype network construction algorithm, by considering mutation spectrum history (mutations in ancestry haplotype should be contained in descendant haplotype), node size (corresponding to sample count for a given node) and sampling time. McAN is two orders of magnitude faster than the state-of-the-art algorithms, making it suitable for analyzation of massive sequences. AvailabilitySource code is written in C/C++ and available at https://github.com/Theory-Lun/McAN and https://ngdc.cncb.ac.cn/biocode/tools/BT007301 under the MIT license. The online web service of McAN is available at https://ngdc.cncb.ac.cn/ncov/online/tool/haplotype. SARS-CoV-2 dataset are available at https://ngdc.cncb.ac.cn/ncov/.

bioinformatics↗