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result(s) for
"Su, Zhangli"
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TRMT6/61A-dependent base methylation of tRNA-derived fragments regulates gene-silencing activity and the unfolded protein response in bladder cancer
2022
RNA modifications are important regulatory elements of RNA functions. However, most genome-wide mapping of RNA modifications has focused on messenger RNAs and transfer RNAs, but such datasets have been lacking for small RNAs. Here we mapped N
1
-methyladenosine (m
1
A) in the cellular small RNA space. Benchmarked with synthetic m
1
A RNAs, our workflow identified specific groups of m
1
A-containing small RNAs, which are otherwise disproportionally under-represented. In particular, 22-nucleotides long 3′ tRNA-fragments are highly enriched for TRMT6/61A-dependent m
1
A located within the seed region. TRMT6/61A-dependent m
1
A negatively affects gene silencing by tRF-3s. In urothelial carcinoma of the bladder, where TRMT6/61A is over-expressed, higher m
1
A modification on tRFs is detected, correlated with a dysregulation of tRF targetome. Lastly, TRMT6/61A regulates tRF-3 targets involved in unfolded protein response. Together, our results reveal a mechanism of regulating gene expression via base modification of small RNA.
RNA modifications are important regulators of RNA biology. Here we report N
1
-methyladenosine (m
1
A) enrichment on 22-nucleotide tRNA fragments and its effect on gene-silencing. Higher level of m
1
A in bladder cancer is accompanied by gene dysregulation in unfolded protein response.
Journal Article
Hidden in plain sight: illuminating the tRNA landscape by sequencing
2026
Transfer RNAs (tRNAs) are essential for decoding mRNAs into proteins and are increasingly recognized as dynamic regulators of gene expression. Their function is shaped by intricate layers of post-transcriptional processing, modification, aminoacylation, and fragmentation, all of which have been implicated in human disease. Recent advances in high-throughput sequencing have transformed our ability to profile tRNAs and their associated modifications, uncovering their roles in cancer, neuronal function, immune response, and stress response. In this review, we summarize emerging tRNA sequencing technologies and highlight how these approaches reveal fundamental insights into tRNA regulation and its therapeutic potential.
Journal Article
Structural analysis of cross α-helical nanotubes provides insight into the designability of filamentous peptide nanomaterials
by
Su, Zhangli
,
Egelman, Edward H.
,
Wang, Fengbin
in
101/28
,
631/45/535/1258/1259
,
639/301/357/341
2021
The exquisite structure-function correlations observed in filamentous protein assemblies provide a paradigm for the design of synthetic peptide-based nanomaterials. However, the plasticity of quaternary structure in sequence-space and the lability of helical symmetry present significant challenges to the de novo design and structural analysis of such filaments. Here, we describe a rational approach to design self-assembling peptide nanotubes based on controlling lateral interactions between protofilaments having an unusual cross-α supramolecular architecture. Near-atomic resolution cryo-EM structural analysis of seven designed nanotubes provides insight into the designability of interfaces within these synthetic peptide assemblies and identifies a non-native structural interaction based on a pair of arginine residues. This arginine clasp motif can robustly mediate cohesive interactions between protofilaments within the cross-α nanotubes. The structure of the resultant assemblies can be controlled through the sequence and length of the peptide subunits, which generates synthetic peptide filaments of similar dimensions to flagella and pili.
Peptide-based filamentous assemblies are successfully used for generation of structurally ordered materials, but their de novo design and structural characterization is challenging. Here, the authors provide a strategy for the design of self-assembling peptide nanotubes based on modifications of an arginine clasp interaction motif, and report the cryo-EM structures of seven designed nanotubes.
Journal Article
XRN2 suppresses aberrant entry of tRNA trailers into argonaute in humans and Arabidopsis
by
Su, Zhangli
,
Wilson, Briana
,
Dutta, Anindya
in
Arabidopsis - genetics
,
Arabidopsis - metabolism
,
Arabidopsis Proteins - genetics
2023
MicroRNAs (miRNAs) are a well-characterized class of small RNAs (sRNAs) that regulate gene expression post-transcriptionally. miRNAs function within a complex milieu of other sRNAs of similar size and abundance, with the best characterized being tRNA fragments or tRFs. The mechanism by which the RNA-induced silencing complex (RISC) selects for specific sRNAs over others is not entirely understood in human cells. Several highly expressed tRNA trailers (tRF-1s) are strikingly similar to microRNAs in length but are generally excluded from the microRNA effector pathway. This exclusion provides a paradigm for identifying mechanisms of RISC selectivity. Here, we show that 5′ to 3′ exoribonuclease XRN2 contributes to human RISC selectivity. Although highly abundant, tRF-1s are highly unstable and degraded by XRN2 which blocks tRF-1 accumulation in RISC. We also find that XRN mediated degradation of tRF-1s and subsequent exclusion from RISC is conserved in plants. Our findings reveal a conserved mechanism that prevents aberrant entry of a class of highly produced sRNAs into Ago2.
Journal Article
The structures of two archaeal type IV pili illuminate evolutionary relationships
by
Su, Zhangli
,
Egelman, Edward H.
,
Wang, Fengbin
in
631/181/735
,
631/45/535/1258/1259
,
631/57/2272
2020
We have determined the cryo-electron microscopic (cryo-EM) structures of two archaeal type IV pili (T4P), from
Pyrobaculum arsenaticum
and
Saccharolobus solfataricus
, at 3.8 Å and 3.4 Å resolution, respectively. This triples the number of high resolution archaeal T4P structures, and allows us to pinpoint the evolutionary divergence of bacterial T4P, archaeal T4P and archaeal flagellar filaments. We suggest that extensive glycosylation previously observed in T4P of
Sulfolobus islandicus
is a response to an acidic environment, as at even higher temperatures in a neutral environment much less glycosylation is present for
Pyrobaculum
than for
Sulfolobus
and
Saccharolobus
pili. Consequently, the
Pyrobaculum
filaments do not display the remarkable stability of the
Sulfolobus
filaments in vitro. We identify the
Saccharolobus
and
Pyrobaculum
T4P as host receptors recognized by rudivirus SSRV1 and tristromavirus PFV2, respectively. Our results illuminate the evolutionary relationships among bacterial and archaeal T4P filaments and provide insights into archaeal virus-host interactions.
Archaeal type IV pili (T4P) mediate adhesion to surfaces and are receptors for hyperthermophilic archaeal viruses. Here, the authors present the cryo-EM structures of two archaeal T4P from
Pyrobaculum arsenaticum
and
Saccharolobus solfataricus
and discuss evolutionary relationships between bacterial T4P, archaeal T4P and archaeal flagellar filaments.
Journal Article
Integrative analysis of DNA replication origins and ORC-/MCM-binding sites in human cells reveals a lack of overlap
by
Su, Zhangli
,
Shibata, Etsuko
,
Tian, Mengxue
in
Binding Sites
,
Cell cycle
,
Cell Cycle Proteins - metabolism
2024
Based on experimentally determined average inter-origin distances of ~100 kb, DNA replication initiates from ~50,000 origins on human chromosomes in each cell cycle. The origins are believed to be specified by binding of factors like the origin recognition complex (ORC) or CTCF or other features like G-quadruplexes. We have performed an integrative analysis of 113 genome-wide human origin profiles (from five different techniques) and five ORC-binding profiles to critically evaluate whether the most reproducible origins are specified by these features. Out of ~7.5 million union origins identified by all datasets, only 0.27% (20,250 shared origins) were reproducibly obtained in at least 20 independent SNS-seq datasets and contained in initiation zones identified by each of three other techniques, suggesting extensive variability in origin usage and identification. Also, 21% of the shared origins overlap with transcriptional promoters, posing a conundrum. Although the shared origins overlap more than union origins with constitutive CTCF-binding sites, G-quadruplex sites, and activating histone marks, these overlaps are comparable or less than that of known transcription start sites, so that these features could be enriched in origins because of the overlap of origins with epigenetically open, promoter-like sequences. Only 6.4% of the 20,250 shared origins were within 1 kb from any of the ~13,000 reproducible ORC-binding sites in human cancer cells, and only 4.5% were within 1 kb of the ~11,000 union MCM2-7-binding sites in contrast to the nearly 100% overlap in the two comparisons in the yeast, Saccharomyces cerevisiae . Thus, in human cancer cell lines, replication origins appear to be specified by highly variable stochastic events dependent on the high epigenetic accessibility around promoters, without extensive overlap between the most reproducible origins and currently known ORC- or MCM-binding sites.
Journal Article
A packing for A-form DNA in an icosahedral virus
by
Su, Zhangli
,
Liu, Ying
,
Schouten, Stefan
in
Archaea
,
Archaeal Viruses - genetics
,
Archaeal Viruses - physiology
2019
Studies on viruses infecting archaea living in the most extreme environments continue to show a remarkable diversity of structures, suggesting that the sampling continues to be very sparse.We have used electron cryo-microscopy to study at 3.7-Å resolution the structure of the Sulfolobus polyhedral virus 1 (SPV1), which was originally isolated from a hot, acidic spring in Beppu, Japan. The 2 capsid proteins with variant single jelly-roll folds form pentamers and hexamers which assemble into a T = 43 icosahedral shell. In contrast to tailed icosahedral double-stranded DNA (dsDNA) viruses infecting bacteria and archaea, and herpesviruses infecting animals and humans, where naked DNA is packed under very high pressure due to the repulsion between adjacent layers of DNA, the circular dsDNA in SPV1 is fully covered with a viral protein forming a nucleoprotein filament with attractive interactions between layers. Most strikingly, we have been able to show that the DNA is in an A-form, as it is in the filamentous viruses infecting hyperthermophilic acidophiles. Previous studies have suggested that DNA is in the B-form in bacteriophages, and our study is a direct visualization of the structure of DNA in an icosahedral virus.
Journal Article
The pan-cancer landscape of prognostic germline variants in 10,582 patients
by
Su, Zhangli
,
Li, Tianxi
,
Paulsen, Teressa
in
Analysis
,
Bioinformatics
,
Biomarkers, Tumor - genetics
2020
Background
While clinical factors such as age, grade, stage, and histological subtype provide physicians with information about patient prognosis, genomic data can further improve these predictions. Previous studies have shown that germline variants in known cancer driver genes are predictive of patient outcome, but no study has systematically analyzed multiple cancers in an unbiased way to identify genetic loci that can improve patient outcome predictions made using clinical factors.
Methods
We analyzed sequencing data from the over 10,000 cancer patients available through The Cancer Genome Atlas to identify germline variants associated with patient outcome using multivariate Cox regression models.
Results
We identified 79 prognostic germline variants in individual cancers and 112 prognostic germline variants in groups of cancers. The germline variants identified in individual cancers provide additional predictive power about patient outcomes beyond clinical information currently in use and may therefore augment clinical decisions based on expected tumor aggressiveness. Molecularly, at least 12 of the germline variants are likely associated with patient outcome through perturbation of protein structure and at least five through association with gene expression differences. Almost half of these germline variants are in previously reported tumor suppressors, oncogenes or cancer driver genes with the other half pointing to genomic loci that should be further investigated for their roles in cancers.
Conclusions
Germline variants are predictive of outcome in cancer patients and specific germline variants can improve patient outcome predictions beyond predictions made using clinical factors alone. The germline variants also implicate new means by which known oncogenes, tumor suppressor genes, and driver genes are perturbed in cancer and suggest roles in cancer for other genes that have not been extensively studied in oncology. Further studies in other cancer cohorts are necessary to confirm that germline variation is associated with outcome in cancer patients as this is a proof-of-principle study.
Journal Article
Reader domain specificity and lysine demethylase-4 family function
by
Su, Zhangli
,
Voronina, Ekaterina
,
Wang, Fengbin
in
631/337/100/2285
,
631/45/173
,
631/45/535/1266
2016
The KDM4 histone demethylases are conserved epigenetic regulators linked to development, spermatogenesis and tumorigenesis. However, how the KDM4 family targets specific chromatin regions is largely unknown. Here, an extensive histone peptide microarray analysis uncovers trimethyl-lysine histone-binding preferences among the closely related KDM4 double tudor domains (DTDs). KDM4A/B DTDs bind strongly to H3K23me3, a poorly understood histone modification recently shown to be enriched in meiotic chromatin of ciliates and nematodes. The 2.28 Å co-crystal structure of KDM4A-DTD in complex with H3K23me3 peptide reveals key intermolecular interactions for H3K23me3 recognition. Furthermore, analysis of the 2.56 Å KDM4B-DTD crystal structure pinpoints the underlying residues required for exclusive H3K23me3 specificity, an interaction supported by
in vivo
co-localization of KDM4B and H3K23me3 at heterochromatin in mammalian meiotic and newly postmeiotic spermatocytes.
In vitro
demethylation assays suggest H3K23me3 binding by KDM4B stimulates H3K36 demethylation. Together, these results provide a possible mechanism whereby H3K23me3-binding by KDM4B directs localized H3K36 demethylation during meiosis and spermatogenesis.
KDM4 histone demethylases target specific chromatin regions by a mechanism that is not fully characterised. Here, the authors identify trimethyl-lysine histone-binding preferences for closely related KDM4 double tudor domains and use structural and biochemical information to examine the molecular details of this interaction.
Journal Article
Integrative analysis of nanopore direct RNA sequencing data reveals a global impact of pseudouridylation on m6A and m5C modifications
2026
RNA modifications play a crucial role in regulating cellular functions. Among the most abundant modifications in the human transcriptome are pseudouridine (Ψ), N6-methyladenosine (m
6
A), and 5-methylcytosine (m
5
C). However, the interplay between these modifications remains poorly understood due to limited integrative studies. To address the gap, we utilized nanopore direct RNA sequencing to quantify the stoichiometry of Ψ, m
6
A, and m
5
C after depleting the pseudouridine synthases PUS7 or DKC1. We used the custom tool NanoPsiPy to quantify pseudouridine by analyzing differential U-to-C base-calling errors in nanopore sequencing data. For m
6
A and m
5
C, we applied the established tool CHEUI to conduct stoichiometry differential analysis. Our investigation identified both known and novel pseudouridylation sites in tRNA, rRNA, and mRNA targeted by PUS7 or DKC1. Integrative analysis revealed that depletion of PUS7 or DKC1 reduced pseudouridylation levels while simultaneously increasing global m
6
A and m
5
C levels, with functional implications for mRNA translation regulation. These findings suggest that pseudouridylation may play an active role in repressing m
6
A and m
5
C modifications. This study demonstrates the analytical power of nanopore direct RNA sequencing for investigating co-regulation of RNA modifications.
Journal Article