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Lee, J. E.

Publications and source records attributed to Lee, J. E..

17 recordsLinked to original sources

Automated extraction of primary cilia-based biomarkers reveals ageing of cells.

We present an automated image-analysis methodology for quantitative assessment of primary cilia in cultured human primary fibroblasts. The proposed approach implements a modular processing pipeline combining deep-learning based nuclear segmentation with intensity-driven segmentation of the ciliary axoneme and basal body. These partial segmentations are integrated using a distance-based association strategy, enabling automated reconstruction of individual cilia and subsequent extraction of geometrical features. Performance was evaluated against manually segmented ground truth. While manual annotations showed a systematic underestimation of cilia length, both automated and manual analyses produced consistent population-level trends and identical statistical discrimination across sample groups. Application of the pipeline revealed a progressive reduction in cilia length and ciliation frequency with increasing passage number, demonstrating the sensitivity of the method to subtle morphological changes. The proposed framework enables scalable, reproducible, and objective quantification of primary cilia morphology and provides a computational tool applicable to high-throughput studies of cellular ageing and related phenotypes. All the code related to this work is available through GitHub: https://github.com/reyesaldasoro/Cilia.

cell biology↗

JUNO-Coated Beads as a Functional Assay to Capture and Characterize Fertilization-Competent Human Sperm

Study questionCan human fertilization-competent spermatozoa be captured through their ability to bind the oocyte receptor JUNO? Summary answerJUNO-coated beads, which mimic the oocyte geometry, selectively bound acrosome-reacted spermatozoa with intact DNA, revealing that vitrification preserves functional sperm binding while slow cryopreservation increases non-specific interactions. What is known alreadyIt is well established that sperm must undergo the acrosome reaction and expose the receptor IZUMO1 on the sperm head to bind specifically to JUNO on the oolemma. Studying the spermatozoa that reaches and engages with the oolemma, however, remains highly challenging due to the technical difficulty of recovering these sperm at the site of molecular interaction. Bead-based models that content oocyte receptors have therefore emerged as a powerful approach to functionally assess sperm-oocyte interactions, with promising applications for evaluating sperm quality. Study design, size, durationThis was a cross-sectional experimental study including 21 semen donors of reproductive age recruited between January 2023 and June 2025. The JUNO-bead-based model was first validated using fresh human semen samples to establish optimal sperm concentration and co-incubation time. Subsequently, two semen preservation methods, slow freezing and rapid freezing, were compared with respect to sperm binding capacity to JUNO-coated beads, acrosomal status, and DNA integrity. Finally, donors were classified according to sperm binding capacity. Participants/materials, setting, methodsRecombinant JUNO protein was expressed and purified in Drosophila melanogaster S2 cells, and protein-bead conjugation was verified by immunochemistry. Human semen samples were obtained from donors aged 19-42 years, including both fresh ejaculates and cryopreserved samples. Sperm binding capacity, acrosome reaction, and DNA fragmentation were assessed using widefield fluorescence microscopy and flow cytometry. Specificity of sperm-bead binding was evaluated with anti-IZUMO1 monoclonal antibodies. Main results and the role of chanceHuman JUNO recombinant protein was successfully conjugated to oocyte-sized beads to generate a sperm-binding assay mimicking the geometry of the oocyte and experimental conditions of the in vitro fertilization. Human sperm bound specifically to JUNO-beads in a dose- and time-dependent manner, with highly significant differences compared to control beads (p [&le;] 0.0001). Vitrified-based cryopreserved sperm displayed higher binding to JUNO-beads than conventionally cryopreserved samples (p [&le;] 0.0001). Binding was significantly inhibited by an anti-IZUMO1 (2.5 ug/mL) antibody that blocks specifically the IZUMO1-JUNO interaction in vitrified samples (p [&le;] 0.01), but not in conventionally cryopreserved sperm. Sperm bound to JUNO-beads were predominantly acrosome-reacted in both preservation methods; however, vitrified samples retained higher DNA integrity compared with conventionally cryopreserved samples. The assay proved robust across multiple donors and ejaculates, allowing classification into low- and high-binding capacity (LBC and HBC) groups. Pearson correlation analyses revealed only weak associations between total sperm motility and bead-binding parameters (|r| < 0.27), indicating negligible or absent linear relationships. Large-scale dataN/A Limitations, reasons for cautionThis study was performed in vitro, and the number of semen donors was limited. As all participants were healthy donors, the population represents a selected fertile subpopulation. Further studies using samples from diverse patient populations are required to validate the potential of the assay as a predictor of male fertility. Wider implications of the findingsThis study positions the JUNO-bead binding assay as a powerful functional model to investigate the biology of fertilization-competent sperm. By selectively capturing spermatozoa that have undergone the acrosome reaction and maintain DNA integrity, the model provides a unique experimental platform to study the molecular determinants of fertilization, to refine the selection of sperm for assisted reproduction, and to identify potential targets for novel contraceptive strategies. Beyond preservation protocols, these findings provide new functional evidence that sperm preservation method directly influences the molecular integrity required for fertilization, supporting vitrification as a superior approach over slow freezing. Moreover, the JUNO-bead assay emerges as a sensitive tool to reveal differences in sperm quality that are not captured by standard semen analysis, with potential applications in the optimization of assisted reproduction and fundamental research on the mechanisms that define the fertilizing spermatozoon. Study funding/competing interest(s)This work is part of the project PID 2020-114109GB-I00 funded by MCIN/AEI/10.13039/501100011033 to M.J.M. This work was also supported, in part, by the Gates Foundation [INV-055841]. The conclusions and opinions expressed in this work are those of the author(s) alone and shall not be attributed to the Foundation. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. Protein production and biophysics infrastructure is supported by funding from Canada Foundation for Innovation John R Evans Leaders Fund (CFI-JELF) to J.E.L. The authors declare no conflict of interest. Lay summaryIdentifying and studying the sperm cell that is truly capable of fertilizing an egg is a major challenge, because this process occurs precisely when the sperm binds to the egg and penetrates it. In this study, we developed a model based on microscopic beads that mimic the shape of the egg and are coated with JUNO, a receptor essential for sperm-egg recognition. These JUNO-beads capture only those sperm cells with the right molecular and cellular properties to bind to the egg membrane and enable fertilization. Using this system, we compared sperm samples preserved through slow freezing (cryopreservation) or rapid freezing (vitrification). We observed that vitrified samples retained a higher proportion of sperm with fertilizing characteristics, sperm that had undergone the acrosome reaction but maintained intact DNA. Furthermore, by applying this model to samples from different donors, we were able to classify them according to their high or low binding capacity to JUNO-beads. Overall, this approach provides a new way to "capture" and evaluate fertilizing sperm, offering potential applications for improving sperm quality assessment in assisted reproduction, and a valuable tool for studying the defining features of the fertilizing sperm cell.

cell biology↗

A SUMO-interacting motif in the guanine nucleotide exchange factor EPAC1 is required for subcellular targeting and function

Exchange protein directly activated by cAMP (EPAC1), a multifunctional intracellular cAMP receptor, dynamically localizes to various cellular loci, engaging with diverse molecular partners to maintain cellular homeostasis. The study investigates the role of the SUMO interacting motif (SIM) in the subcellular targeting and cellular functions of EPAC1. It reveals that the SIM is a critical structural element for EPAC1s association with RanBP2/Nup358, a nucleoporin of the cytoplasmic filament component of the nuclear pore complex (NPC). Mutational disruption of EPAC1 SIM interferes with EPAC1s ability to activate its canonical effectors, small GTPases, Rap1 and Rap2, and non-canonical functions, such as the formation of nuclear condensates and cellular SUMOylation. Because SIM is also directly involved in cAMP binding, RanBP2s association with EPAC1 with the SIM attenuates EPAC1s cAMP binding affinity to generate an EPAC1 signaling microdomain with reduced cAMP sensitivity around the NPC. The coupling between EPAC1s scaffold association and cAMP binding enables EPAC1 to tune its sensitivity to stress stimuli spatially depending on the cellular locations. These findings provide novel structural insights into EPAC1 signaling, highlighting the importance of SIM in EPAC1s cellular functions and potential novel strategies for therapeutically targeting EPAC1.

cell biology↗

Spatial Transcriptomics Reveals Spatially Diverse Cancer-Associated Fibroblast in Lung Squamous Cell Carcinoma Linked to Tumor Progression

While cancer-associated fibroblasts (CAFs) are crucial in influencing tumor growth and immune responses in lung cancer, we still lack a comprehensive understanding of their spatial organization associated with tumor progression and clinical outcomes. This gap highlights the need to elucidate how the intricate spatial arrangement of CAFs affects their interactions within the tumor microenvironment, ultimately shaping cancer progression and patient prognosis. Here, we unveil the spatial diversity of CAFs in lung squamous cell carcinoma (LUSC), a prevalent and aggressive lung cancer type, elucidating their impact on tumor progression and patient outcomes using spatial transcriptomics (ST). Image-based ST data from 33 LUSC patients demonstrated a significant association of spatial interactions of tumor epithelium and CAFs with tumor size and metabolic activity measured by [18F]fluorodeoxyglucose PET. Furthermore, the proximity of fibroblasts to tumor epithelial cells was linked to recurrence-free survival in LUSC patients. By characterizing CAFs based on their spatial relationship, we identified distinct molecular signatures related to spatially distinct fibroblast subpopulations. In addition, barcode-based ST data from 8 LUSC patients revealed spatially overlapping fibroblast regions characterized by upregulated glycolysis pathways. Our study underscores the importance of the complex spatial dynamics of the tumor microenvironment revealed by ST and its implications for patient outcomes in LUSC.

cancer biology↗

Multi-omics Identification and Route-Specific Characterization of Metastasis-specific EMT Genes and Their Microenvironmental Interactions

BackgroundGastric cancer (GC) constitute a significant cause of cancer-related mortality worldwide, with metastatic patterns including hematogenous, peritoneal, and ovarian routes. Although GC gene expression patterns have been extensively researched, the metastasis-specific gene expression landscape remains largely unexplored. MethodsWe undertook a whole transcriptome sequencing analysis of 66 paired primary and metastatic (hematogenous, peritoneal, or ovarian) GC tumors from 14 patients. Public databases including The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) was used for validation. Single-cell RNA sequencing (scRNA-seq) of four ascites from serosa positive GC patients and five primary tumors by layer (superficial and deep) were analyzed. ResultsThrough differential expression analysis between paired primary and metastatic tumors by routes identified 122 unique metastasis-specific epithelial-mesenchymal transition (msEMT) genes. These genes demonstrated varying expression patterns depending on the metastatic route, suggesting route-specific molecular mechanisms in GC metastasis. High expression of msEMT genes in primary tumors was associated with more frequent CDH1 mutations, the genomically stable subtype, and poor prognosis in TCGA GC cohort. This association was further corroborated by poor prognosis and high predictive performance for peritoneal/ovarian recurrence in two independent cohorts (GSE66229; n=300, GSE84437; n=433). scRNA-seq analysis of five primary tumors (GSE167297) and four independent ascites samples from GC patients revealed that msEMT genes were predominantly expressed in diverse fibroblast sub-populations, rather than cancer cells. ConclusionsThis study illuminates the route-specific mechanisms and underlines the significance of msEMT genes and cancer-associated fibroblasts in peritoneal metastasis of GC.

genomics↗

A conserved fertilization complex of Izumo1, Spaca6, and Tmem81 mediates sperm-egg interaction in vertebrates

Fertilization, the fusion of sperm and egg, is essential for sexual reproduction. While several proteins have been demonstrated to be essential for the binding and fusion of gametes in vertebrates, the molecular mechanisms driving this key process are poorly understood. Here, we performed a protein interaction screen using AlphaFold-Multimer to uncover protein-protein interactions in fertilization. This screen resulted in the prediction of a trimeric complex composed of the essential fertilization factors Izumo1 and Spaca6, and Tmem81, a protein previously not implicated in fertilization. We show that Tmem81 is a conserved, testis-expressed transmembrane protein that is evolutionarily related to Izumo1 and Spaca6 and is essential for male fertility in fish and mice. Consistent with trimer formation in vivo, zebrafish izumo1-/-, spaca6-/-, and tmem81-/- mutants exhibit the same sperm-egg binding defect and show co-depletion of all three proteins in sperm. Moreover, we provide experimental evidence that Izumo1, Spaca6, and Tmem81 interact in zebrafish sperm. Strikingly, the Izumo1-Spaca6 interaction is predicted to form a cleft that serves as a binding site for Bouncer, the only identified egg protein essential for fertilization in zebrafish. Together, these results provide compelling evidence for a conserved sperm factor complex in vertebrates that forms a specific interface for the sperm-egg interaction required for successful fertilization.

developmental biology↗

A Spatial Transcriptomics based Label-Free Method for Assessment of Human Stem Cell Distribution and Effects in a Mouse Model of Lung Fibrosis

Recently, cell therapy has emerged as a promising treatment option for various disorders. Given the intricate mechanisms of action (MOA) and heterogenous distribution in target tissues inherent to cell therapy, it is necessary to develop more sophisticated, unbiased approaches to evaluate the distribution of administered cells and the molecular changes at a microscopic level. In this study, we present a label-free approach for assessing the tissue distribution of administered human mesenchymal stem cells (hMSCs) and their MOA, leveraging spatially resolved transcriptomics (ST) analysis. We administered hMSCs to mouse model of lung fibrosis and utilized ST to visualize the spatial distribution of hMSCs within the tissue. This was achieved by capitalizing on interspecies transcript differences between human and mouse. Furthermore, we could examine molecular changes associated with the spatial distribution of hMSCs. We suggest that our method has the potential to serve as an effective tool for various cell-based therapeutic agents.

bioinformatics↗

Exploration of mechanisms of drug resistance by polyaneuploid cancer cells in a microfluidic device and patient tissues

Chemoresistance is a major cause of treatment failure in many cancers. However, the life cycle of cancer cells as they respond to and survive environmental and therapeutic stress is understudied. In this study, we utilized a microfluidic device to induce the development of doxorubicin-resistant (DOXR) cells from triple negative breast cancer (TNBC) cells within 11 days by generating gradients of DOX and medium. In vivo chemoresistant xenograft models, an unbiased genome-wide transcriptome analysis, and a patient data/tissue analysis all showed that chemoresistance arose from failed epigenetic control of the nuclear protein-1 (NUPR1)/histone deacetylase 11 (HDAC11) axis, and high Nupr1 expression correlated with poor clinical outcomes. These results suggest that the chip can rapidly induce resistant cells that increase tumor heterogeneity and chemoresistance, highlighting the need for further studies on the epigenetic control of the NUPR1/HDAC11 axis in TNBC.

cancer biology↗

SPACA6 structure reveals a conserved superfamily of gamete fusion-associated proteins

SPACA6 is a sperm-expressed surface protein that is critical for gamete fusion during mammalian sexual reproduction. Despite this fundamental role, little is known about how SPACA6 specifically functions. We elucidated the crystal structure of SPACA6 at 2.2-[A] resolution, revealing a two-domain protein containing a four-helix bundle and Ig-like {beta}-sandwich connected via a quasi-flexible linker. Based on the structural analysis, we propose SPACA6 is a founding member of a superfamily of gamete fusion-associated proteins, herein dubbed the IST superfamily. The IST superfamily is defined structurally by its distorted four-helix bundle and a pair of disulfide-bonded CXXC motifs. A structure-based search of the AlphaFold human proteome identified more protein members to this superfamily; remarkably, many of these proteins are linked to gamete fusion. The SPACA6 structure and its connection to other IST-superfamily members provide a missing link in our knowledge of mammalian gamete fusion. Significance StatementSPACA6 is a human sperm protein vital for the fusion of gametes, though its exact function remains a mystery. We present the first solved structure of SPACA6: a two-domain fold comprised of an Ig-like domain and a distorted four-helix bundle. Dali searches of the PDB and AlphaFold reveal a family of structurally related proteins, several of which are also known to play a role in gamete fusion; as such, SPACA6 is a founding member of a conserved protein superfamily, dubbed the IST superfamily. Evolutionary analysis to ascertain functionally relevant structural elements in SPACA6 show a conservation of flexibility between the two domains and several conserved surfaces that could function as protein-protein interfaces.

developmental biology↗

Emergence of glycogen synthase kinase-3 interaction domain enhances phosphorylation of SARS-CoV-2 nucleocapsid protein

A structural protein of SARS-CoV-2, nucleocapsid (N) protein is abundantly expressed during viral replication. The N protein is phosphorylated by glycogen synthase kinase (GSK)-3 on the serine/arginine (SR) rich motif located in disordered regions. Although phosphorylation by GSK-3{beta} constitutes a critical event for viral replication, the molecular mechanism underlying N phosphorylation is not well understood. In this study, we found the putative alpha-helix L/FxxxL/AxxRL motif known as the GSK-3 interacting domain (GID), commonly found in many endogenous GSK-3{beta} binding proteins, such as Axins, FRATs, WWOX and GSKIP. Indeed, N interacts with GSK-3{beta} similarly to Axin, and Leu to Glu substitution of the GID abolished the interaction, with loss of N phosphorylation. Unlike with endogenous GID proteins, the N interaction neither disturbs endogenous GSK-3 activity nor regulates subsequent canonical Wnt activity and the Snail-EMT program. Notably, N abundance in SARS-CoV-2 is incomparably high compared to other coronaviruses, such as 229E, OC43 and HKU1. Compared to other coronaviruses, N harbors a CDK1 primed phosphorylation site and Gly-rich linker for enhanced phosphorylation by GSK-3{beta}. Furthermore, we found that the S202R mutant found in Delta and R203K/G204R mutant found in the Omicron variant allows increased abundance and hyper-phosphorylation of N. Our observations suggest that the emergence of GID and mutations for increased phosphorylation in N may have contributed to the emergence of SARS-CoV-2 and evolution of variants, respectively. Further study, especially in a BSL3-equipped facility, is required to elucidate the functional importance of GID and N phosphorylation in SARS-CoV-2 and variants.

cell biology↗

Touch-triggered bZIP translocation regulates elongation and secondary wall biosynthesis

AbstractPlant growth requires the integration of internal and external cues, perceived and transduced into a developmental program of cell division, elongation, and wall thickening. Mechanical forces contribute to this regulation, and thigmomorphogenesis typically includes reducing stem height, increasing stem diameter, and a canonical transcriptomic response. We present data on a bZIP transcription factor involved in this process in grasses. Brachypodium distachyon SECONDARY WALL INTERACTING bZIP (SWIZ) protein translocated into the nucleus following mechanostimulation. Classical touch responsive genes were upregulated in B. distachyon roots following touch, including significant induction of the glycoside hydrolase 17 family, which may be unique to grass thigmomorphogenesis. SWIZ protein binding to an E-box variant in exons and introns was associated with immediate activation followed by repression of gene expression. SWIZ overexpression resulted in plants with reduced stem and root elongation. These data further define plant touch-responsive transcriptomics and physiology, offering insights to grass mechanotranduction dynamics.

plant biology↗

Metastatic function of METTL18 in breast cancer via actin methylation and Src

Recently, a SET domain containing 3 (SETD3) was identified as an actin histidine methyltransferase, functioning to control replication and pathogenesis in multiple mouse models for enterovirus infection as well as the regulation of smooth muscle contractility linked to primary dystocia. Here, in this study, we report another type of actin histidine methyltransferase, METTL18, that regulates the metastatic potential of breast cancer in human. Among methyltransferases, METTL18 was highly amplified in human breast cancer. In particular, poor prognosis was associated with high expression of METTL18 in HER2-negative breast cancer patients. This gene product was also found to be a critical component of metastatic responses. Loss of METTL18 expression significantly reduced metastatic responses of breast tumor cells both in vitro and in vivo. Mechanistically, it was observed that METTL18 increased actin polymerization, upregulated complex formation with HSP90AA1 and Src, enhanced the activity of an intermediate form of Src with tyrosine phosphorylation at both Y416 and Y527, and induced cellular metastatic responses, including morphological change, migration, and invasion of MDA-MB-231 cells in vitro and in mice. Methylated actin at His73 served as a critical site for interaction with HSP90AA1 and Src to activate p85/PI3K and STAT3. Our findings suggest that METTL18 plays critical roles in metastatic responses of HER2-negative breast cancer cells via actin polymerization and the generation of an intermediate form of Src.

cancer biology↗

Changes in the expression of mitochondrial morphology-related genes during the differentiation of murine embryonic stem cells

During embryonic development, cells undergo changes in gene expression, signaling pathway activation/inactivation, metabolism, and intracellular organelle structures, which are mediated by mitochondria. Mitochondria continuously switch their morphology between elongated tubular and fragmented globular via mitochondrial fusion and fission. Mitochondrial fusion is mediated by proteins encoded by Mfn1, Mfn2, and Opa1, whereas mitochondrial fission is mediated by proteins encoded by Fis1 and Dmn1L. Here, we investigated the expression patterns of mitochondria-related genes during the differentiation of mouse embryonic stem cells (ESCs) in response to leukemia inhibitory factor (LIF) withdrawal. The expression of Mfn2 and Dnm1L was, as expected, increased and decreased, respectively. By comparing gene expression and mitochondrial morphology, we proposed an index that could precisely represent mitochondrial changes during the differentiation of pluripotent stem cells by analyzing the expression ratios of three fusion- and two fission-related genes. Surprisingly, increased Mfn2/Dnm1L ratio was correlated with elongation of mitochondria during the differentiation of ESCs. Moreover, application of this index to other specialized cell types revealed that neural stems cells (NSCs) and mouse embryonic fibroblasts (MEFs) showed increased Mfn2/Dnm1L ratio compared to ESCs. Thus, we suggest that the Mfn2/Dnm1L ratio could reflect changes in mitochondrial morphology according to the extent of differentiation.

cell biology↗

Membrane potential regulates the dynamic localisation of mammalian proteasomes

Proteasomes are abundant molecular machines distributed throughout the eukaryotic cell to facilitate protein degradation. We previously showed that proteasomes can re-organize and assemble into foci bodies in response to proteotoxic stress1, which we termed transient aggregate-associated droplets (TAADs)2. Here, we use single-molecule localization microscopy to quantify re-organization of mammalian proteasomes in different subcellular regions during proteotoxic stress to engage with invading protein aggregates. We determine that [~]60% of 20S proteasomes are capped by at least one 19S particle, and this ratio remains constant during stress. Using single-particle tracking, we show that cells confine global proteasomal movement when experiencing proteotoxic stress via a cytoskeleton-dependent mechanism. Similar limitations on proteasome movement are also observed upon membrane depolarization and repolarization events by patch clamp, which directly induce proteasomes to move away or towards the plasma membrane, respectively. Together, our experiments reveal distinct modes of proteasome motion dependent on cellular requirements, and propose that proteasome transport is restricted upon aggregate invasion to facilitate their subsequent degradation.

cell biology↗

A network of MAP-Kinase pathways and transcription factors regulates cell-to-cell communication and cell wall integrity in Neurospora crassa

Maintenance of cell integrity and cell-to-cell communication are fundamental biological processes. Filamentous fungi, such as Neurospora crassa, depend on communication to locate compatible cells, coordinate cell fusion, and establish a robust hyphal network. Two MAP-Kinase pathways are essential for communication and cell fusion in N. crassa; the Cell Wall Integrity/MAK-1 pathway and the MAK-2 (signal response) pathway. Previous studies have demonstrated several points of cross talk between the MAK-1 and MAK-2 pathways, which is likely necessary for oordinating chemotropic growth toward an extracellular signal, and then mediating cell fusion. Canonical MAP-Kinase pathways begin with signal reception and end with a transcriptional response. Two transcription factors, ADV-1 and PP-1, are essential for communication and cell fusion. PP-1 is the conserved target of MAK-2, while it is unclear what targets ADV-1. We did RNAseq on{Delta} adv-1, {Delta}pp-1, and wild-type cells and found that ADV-1 and PP-1 have a shared regulon including many genes required for communication, cell fusion, growth, development, and stress response. We identified ADV-1 and PP-1 binding sites across the genome by adapting the in vitro method of DNA-Affinity Purification sequencing (DAP-seq) for N. crassa. To elucidate the regulatory network, we misexpressed each transcription factor in each upstream MAPK deletion mutant. Misexpression of adv-1 was sufficient to fully suppress the phenotype of the{Delta} pp-1 mutant and partially suppress the phenotype of the{Delta} mak-1 mutant. Collectively, our data demonstrate that the MAK-1-ADV-1 and MAK-2- PP-1 pathways form a tight regulatory network that maintains cell integrity and mediates communication and cell fusion.

genetics↗

Multi-platform discovery of haplotype-resolved structural variation in human genomes

The incomplete identification of structural variants (SVs) from whole-genome sequencing data limits studies of human genetic diversity and disease association. Here, we apply a suite of long-read, short-read, and strand-specific sequencing technologies, optical mapping, and variant discovery algorithms to comprehensively analyze three human parent-child trios to define the full spectrum of human genetic variation in a haplotype-resolved manner. We identify 818,054 indel variants (<50 bp) and 27,622 SVs ([&ge;]50 bp) per human genome. We also discover 156 inversions per genome--most of which previously escaped detection. Fifty-eight of the inversions we discovered intersect with the critical regions of recurrent microdeletion and microduplication syndromes. Taken together, our SV callsets represent a sevenfold increase in SV detection compared to most standard high-throughput sequencing studies, including those from the 1000 Genomes Project. The method and the dataset serve as a gold standard for the scientific community and we make specific recommendations for maximizing structural variation sensitivity for future large-scale genome sequencing studies.

genomics↗

De novo Identification of DNA Modifications Enabled by Genome-Guided Nanopore Signal Processing

Advances in nanopore sequencing technology have enabled investigation of the full catalogue of covalent DNA modifications. We present the first algorithm for the identification of modified nucleotides without the need for prior training data along with the open source software implementation, nanoraw. Nanoraw accurately assigns contiguous raw nanopore signal to genomic positions, enabling novel data visualization, and increasing power and accuracy for the discovery of covalently modified bases in native DNA. Ground truth case studies utilizing synthetically methylated DNA show the capacity to identify three distinct methylation marks, 4mC, 5mC, and 6mA, in seven distinct sequence contexts without any changes to the algorithm. We demonstrate quantitative reproducibility simultaneously identifying 5mC and 6mA in native E. coli across biological replicates processed in different labs. Finally we propose a pipeline for the comprehensive discovery of DNA modifications in any genome without a priori knowledge of their chemical identities.

bioinformatics↗