Biology subjects

Lim, L.

Publications and source records attributed to Lim, L..

At least 19 recordsLinked to original sources

bioRxiv2026

Multimodal profiling and intersectional genetics reveal CA1 border inhibitory neuron diversity and postnatal emergence of retrosplenial connectivity

Inhibitory neurons (INs) at the stratum radiatum/stratum lacunosum-moleculare border of hippocampal CA1 comprise diverse populations, including long-range-projecting neurons that innervate the retrosplenial cortex (RSCtx). However, their molecular organization and developmental connectivity remain poorly understood. Here, we combine multimodal transcriptomic profiling, intersectional genetics, and retrograde tracing to characterize CA1 border INs. We identified two major caudal ganglionic eminence-derived, Cxcl14-enriched populations distinguished by Syt6/Cck-related and Ntng1-expressing transcriptional profiles. We then generated a Cxcl14-Cre mouse line that, when combined with an IN-specific viral enhancer, provides genetic access to CA1 border INs. Retrograde labeling established that CA1 INs projecting to the RSCtx belong to the Ntng1-expressing population, and that this long-range projection emerges during postnatal mouse development, between postnatal days 3 and 5. Finally, analysis of genes encoding cell-surface proteins, key regulators of connectivity, revealed distinct expression profiles in RSCtx-projecting and SYT6-positive INs. Together, these findings establish a molecular and developmental framework for CA1 border IN diversity and provide a genetic strategy for investigating the assembly and function of these inhibitory circuits.

neuroscience↗

bioRxiv2026

Metatranscriptomic Identification of Co- and Incidental Infections in Marine Turtles Reveals Complex Disease Aetiologies

Traditional veterinary pathology investigations on wild animals generally conclude a primary cause of death based on a combination of observed clinical signs, gross and microscopic lesions, microbial culture and PCR. However, these methods may fail to capture the broader microbial community of the host. We employed metatranscriptomic sequencing to characterise the potential pathobiome of necropsied marine turtles, comparing these findings with corresponding veterinary pathology reports. Tissue samples were collected from 76 individuals spanning three species of marine turtles -- the green turtle (Chelonia mydas), the hawksbill turtle (Eretmochelys imbricata), and the loggerhead turtle (Caretta caretta) -- across the coastline of New South Wales, Australia. Reported causes of mortality ranged from infectious disease to trauma. We identified a diverse range of parasites within the genera Neospirochis, Hapalotrema, Paraorgymatobothrium, Eimeria and Callitetrarhynchus, and bacteria including the genera Aeromonas, Clostridium, and Vibrio. Novel viruses of the families Astroviridae, Caliciviridae, Hepaciviridae, Hepeviridae, Nyamivirdae, Orthomyxoviridae, Picobirnaviridae and Rhabdoviridae were also identified. In cases where infectious disease was noted in the pathology report, we frequently observed high pathogen read counts consistent with the listed primary diagnoses. However, we also detected a range of incidental infections involving eukaryotic parasites, bacteria, and viruses. The diversity of infectious agents detected in marine turtles suggests that the observed disease outcomes are unlikely to be driven by a single causative agent, but rather by complex interactions between host health, the pathobiome, and environmental stressors. We discuss the potential implications for turtle health and conservation.

molecular biology↗

bioRxiv2026

DVT-primed neutrophils reshape the brain microenvironment to promote brain metastasis

Brain metastasis (BrM) is a devastating complication of triple-negative breast cancer (TNBC), yet how host macroenvironmental conditions influence brain metastatic susceptibility remains poorly understood. Here, we investigated the impact of deep vein thrombosis (DVT), a common complication in patients with cancer, on TNBC brain metastasis. Analysis of a large clinical cohort identified DVT as an independent risk factor for BrM in patients with metastatic breast cancer. Using two syngeneic TNBC models, we demonstrated that DVT selectively enhanced brain metastasis without significantly affecting primary tumor growth or lung metastasis. Mechanistically, DVT increased neutrophil accumulation in the brain metastatic microenvironment, and neutrophil depletion completely abrogated the metastasis-promoting effect of DVT. Single-cell RNA sequencing of CD45+ cells in peripheral blood revealed that DVT reprogrammed circulating neutrophils toward migratory and inflammatory transcriptomic profiles characterized by neutrophil extracellular trap (NET) formation. DVT increased CXCR2 expression on circulating neutrophils and enhanced neutrophil recruitment in brain. Moreover, DVT significantly increased circulating NETs. Collectively, our findings identify DVT as a systemic driver of TNBC brain metastasis and reveal that DVT primes circulating neutrophils toward enhanced vascular recruitment and NET formation, providing a mechanistic link between cancer-associated thrombosis and brain metastatic susceptibility.

molecular biology↗

bioRxiv2026

Hidden diversity and expanded host range of sarthroviruses, including terrestrial vertebrates

The Sarthroviridae are a family of highly compact satellite RNA viruses comprising one recognised species, extra small virus (XSV). Macrobrachium rosenbergii nodavirus (MrNV) is the associated helper virus of XSV and their co-infection has been linked to white tail disease in freshwater prawns globally, although the role of XSV is remains unclear. Here, we describe the discovery and characterisation of ten novel, highly divergent sarthrovirus species from a range of hosts and environments within a small geographical region in Australia. These comprise novel sarthroviruses associated with marine sponges, seal and dingo faeces, environmental marine sediment samples and Indo-Pacific geckos (Hemidactylus garnotii). All the novel viruses possess only a capsid protein, consistent with the genome of XSV, yet exhibit substantial sequence divergence. Notably, some sarthrovirus variants seem to utilise different replication systems despite being genetically identical and present in the same host species. Sequences from nodaviruses, which could plausibly act as helpers, were associated with some, but not all, the sarthroviruses identified here. Phylogenetic analyses support the expansion of the Sarthroviridae into multiple distinct lineages, comprising at least seven genera. Collectively, these findings reveal a broader ecological distribution and evolutionary diversity of sarthroviruses and highlight the possibility of alternative replication strategies and tissue tropism in diverse animal host. SignificanceSarthoviruses are small ([~]800 nucleotides) satellite RNA viruses associated with a nodavirus of crustaceans that acts as a helper. To date, the only known sarthovirus is extra small virus (XSV), which also represents the sole species within the Sarthroviridae. Here, we report the detection of ten divergent sarthroviruses sampled from diverse animal hosts, including vertebrates, that expand the family to 11 species and at least seven genera. These viruses were detected from various host taxa and environmental samples from a confined geographical region in eastern Australia, suggesting that they are ecologically connected. Notably, we did not detect nodaviruses in all samples containing sarthroviruses, suggesting that different viruses may act as helpers for sarthovirus replication.

microbiology↗

bioRxiv2026

Co-Circulation of Multiple Kolmioviridae Lineages Through Vertebrate Evolution

Although once only characterized by human hepatitis deltavirus (HDV), membership of the family Kolmioviridae has dramatically expanded in recent years. Despite this transformation in our understanding of the host range of kolmioviruses, the evolutionary history of this enigmatic group of RNA viruses is unclear. Kolmioviruses are characterized as small ([~]1.7kb) satellite viruses that encode a single [~]200 amino acid delta antigen (DAg) and require unrelated helper viruses for replication. Here, we describe eight novel kolmioviruses from metatranscriptomic studies of the American alligator (Alligator missippiensis), red kangaroo (Osphranter rufus), and central bearded dragon (Pogona vitticeps), as well as avian kolmioviruses mined from the Sequence Read Archive (SRA). Although the novel kolmioviruses were often found in samples co-infected by other viruses, there was no evidence for the presence of hepatitis B virus as seen in HDV. By employing a range of sequence data sets, alignment methods, alignment trimming methods, and substitution models, we provide an evolutionary history of the Kolmioviridae that maximizes the extent of virus-host co-divergence and refines estimates of their evolutionary timescale. Although DAg amino acid sequences are more conserved than nucleotide sequences and hence might be expected to result in more accurate phylogenetic trees, we show that full genome nucleotide sequences likely provide the best representation of kolmiovirus evolution. More broadly, our results reveal that irrespective of the data set used, multiple distinct kolmiovirus lineages have co-circulated throughout vertebrate evolution over timescales spanning hundreds of millions of years, with the association between HDV and HBV appearing only recently. Significance StatementKolmioviruses are satellite RNA viruses, with hepatitis deltavirus (HDV) associated with human disease following co-infection with hepatitis B virus (HBV) the best characterized. Although a growing number of animal kolmioviruses have been identified in metagenomic studies and associated with a range of helper viruses, the evolutionary origins and history of this important and unique group of viruses is unknown. By identifying novel kolmioviruses in a range vertebrate hosts, including American alligators, we show that highly diverse lineages of kolmioviruses have co-circulated for the duration of vertebrate evolution with clear evidence of virus-host co-divergence, and are associated with a variety of potential helper viruses. Despite this antiquity, we present evidence that the HDV-HBV association only recently evolved in human populations.

microbiology↗

bioRxiv2026

FUS and TAF15 safeguard the critical functions of the ribonucleoprotein network formed by EWSR1 and newly synthesized RNA

The FET family of RNA-binding proteins, FUS, EWSR1, and TAF15, contribute to transcriptional regulation and RNA maturation, but their core functions remain unclear. Chromosomal rearrangements involving FUS, EWSR1, or TAF15 drive multiple cancers, and mutations in the genes encoding the FET proteins are associated with neurodegenerative disease. Here, using nanoscale imaging, we show that endogenous EWSR1 and newly synthesized RNA exhibit a network-like organization with EWSR1 foci forming the nodes of this ribonucleoprotein network. Acute depletion of EWSR1 causes a rapid but transient reduction in nascent RNA levels and cellular metabolic activity without affecting active transcription. Notably, loss of EWSR1 induces a compensatory mechanism involving the reorganization of FUS and TAF15 to closely resemble that of EWSR1, including enhanced clustering with newly synthesized RNA. Together, our findings reveal functional redundancy within the FET protein family that is critical for the homeostatic regulation of nascent RNA levels. In briefSundara Rajan et al. show that endogenous EWSR1 and nascent RNA form a ribonucleoprotein network. EWSR1 depletion transiently reduces nascent RNA and metabolic activity without impairment of transcriptional elongation. Loss of EWSR1 induces compensatory reorganization of FUS and TAF15, revealing a protein family mechanism required for the homeostatic regulation of nascent RNA levels. HighlightsO_LIEWSR1 and nascent RNA form a ribonucleoprotein network C_LIO_LIEWSR1 loss transiently reduces nascent RNA and metabolic activity C_LIO_LIFUS and TAF15 undergo compensatory nuclear reorganization upon EWSR1 loss C_LIO_LIFUS and TAF15 functionally replace EWSR1 C_LI GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=199 SRC="FIGDIR/small/713985v1_ufig1.gif" ALT="Figure 1"> View larger version (59K): org.highwire.dtl.DTLVardef@b66671org.highwire.dtl.DTLVardef@ff8d49org.highwire.dtl.DTLVardef@194cfd4org.highwire.dtl.DTLVardef@d889f5_HPS_FORMAT_FIGEXP M_FIG C_FIG

molecular biology↗

bioRxiv2025

A single-cell transcriptomic atlas of developing inhibitory neurons reveals expanding and contracting modes of diversification.

The cerebral cortex relies on vastly different types of inhibitory neurons to compute. How this diversity emerges during development remains an open question. The rarity of individual inhibitory neuron types often leads to their underrepresentation in single-cell RNA sequencing (scRNAseq) datasets, limiting insights into their developmental trajectories. To address this problem, we developed a computational pipeline to enrich and integrate rare cell types across multiple datasets. Applying this approach to somatostatin-expressing (SST+) inhibitory neurons--the most diverse inhibitory cell class in the cortex--we constructed the transcriptomic maps, Dev-SST-v1 and Dev-SST-v2, a comprehensive resource containing mouse scRNAseq data of over 51,000 SST+ neurons. We identify three principal groups--Martinotti cells (MCs), non-Martinotti cells (nMCs), and long-range projecting neurons (LRPs)--each following distinct diversification trajectories. MCs commit early, with distinct embryonic and neonatal clusters that map directly to adult counterparts. In contrast, nMCs diversify gradually, with each developmental cluster giving rise to multiple adult cell types. LRPs follow a unique contracting mode. Initially, two clusters are present until postnatal day 5 (P5), but by P7, one type is eliminated through programmed cell death, leaving a single surviving population. This transient LRP type is also found in the fetal human cortex, revealing an evolutionarily conserved feature of cortical development. Together, these findings highlight three distinct modes of SST+ neuronal diversification--invariant, expanding, and contracting--offering a new framework to understand how the large repertoire of inhibitory neurons emerges during development.

neuroscience↗

bioRxiv2024

Purkinje cell intrinsic activity shapes cerebellar development and function

The emergence of functional cerebellar circuits is heavily influenced by activity-dependent processes. However, the role of intrinsic activity in Purkinje neurons, independent of external input, in driving cerebellar development remains less understood. Here, we demonstrate that before synaptic networks mature, Purkinje cell intrinsic activity is essential for regulating dendrite growth, establishing connections with cerebellar nuclei, and ensuring proper cerebellar function. Disrupting this activity during the postnatal period impairs motor function, with earlier disruptions causing more severe effects. Importantly, only disruptions during early development lead to pronounced defects in cellular morphology, highlighting key temporal windows for dendritic growth and maturation. Transcriptomic analysis revealed that early intrinsic activity drives the expression of activity-dependent genes, such as Prkcg and Car8, which are essential for dendritic growth. Our findings emphasize the importance of temporally-specific intrinsic activity in Purkinje cells for guiding cerebellar circuit development, providing a potential common mechanism underlying cerebellum-related disorders.

neuroscience↗

bioRxiv2024

An LNP-mRNA vaccine provides potent immunogenicity and protection against Mycobacterium tuberculosis

Mycobacterium tuberculosis remains the largest infectious cause of mortality worldwide, even with over a century of widespread administration of the only licensed tuberculosis (TB) vaccine, Bacillus Calmette-Guerin (BCG). mRNA technology remains an underexplored approach for combating chronic bacterial infections such as TB. We have developed a lipid nanoparticle (LNP)-mRNA vaccine encoding for a fusion protein of two immunogenic TB antigens, termed mRNACV2. In C57BL/6 mice intramuscularly vaccinated with mRNACV2, high frequencies of polyfunctional, antigen-specific Th1 CD4+ T cells were observed in the blood and lungs, which was associated with the rapid recruitment of both innate and adaptive immune cells to lymph nodes draining the site of immunisation. mRNACV2 vaccination provided significant pulmonary protection in M. tuberculosis-infected mice, reducing bacterial load and inflammatory infiltration in the lungs. As BCG is widely administered in infants in TB endemic countries, new TB vaccines should be able to boost the effects of BCG. Importantly, mRNACV2 enhanced immune responses and long-term protection when used to boost BCG-primed mice. These findings, which provide the first report of a highly protective LNP-mRNA vaccine for TB, highlight the potential of the LNP-mRNA platform for TB control and support further research to facilitate translation to humans.

immunology↗

bioRxiv2024

Viromes of Antarctic fish resembles the diversity found at lower latitudes

Antarctica harbours some of the most isolated and extreme environments on Earth, concealing a largely unexplored and unique component of the global animal virosphere. To understand the diversity and evolutionary histories of viruses in these polar species we determined the viromes of 11 Antarctic fish species with 248 samples collected from the Ross Sea region spanning the Perciformes, Gadiformes, and Scorpaeniformes orders. The continents shift southward and cooling temperatures over 20 million years ago led to a reduction in biodiversity and subsequent radiation of some marine fauna, such as the notothenioid fishes. Despite decreased host species richness in polar regions, we revealed a surprisingly complex virome diversity in Ross Sea fish, with the types and numbers of viruses per host species and individuals sampled comparable to that of fish in warmer marine environments with higher host community diversity. We also observed a higher number of closely related viruses likely representing instances of recent and historic host-switching events among Perciformes (all notothenioids) than in the Gadiformes, suggesting that rapid speciation events within this order generated closely related host species with few genetic barriers to cross-species transmission. Additionally, we identified novel genomic variation in an arenavirus with a split nucleoprotein sequence containing a stable helical structure, indicating potential adaptation of viral proteins to extreme temperatures. These findings enhance our understanding of virus evolution and virus-host interactions in response to environmental shifts, especially in less diverse ecosystems more vulnerable to the impacts of anthropogenic and climate changes.

microbiology↗

bioRxiv2024

Enhancer-driven cell type comparison reveals similarities between the mammalian and bird pallium

Combinations of transcription factors govern the identity of cell types, which is reflected by enhancer codes in cis-regulatory genomic regions. Cell type-specific enhancer codes at nucleotide-level resolution have not yet been characterized for the mammalian neocortex. It is currently unknown whether these codes are conserved in other vertebrate brains, and whether they are informative to resolve homology relationships for species that lack a neocortex such as birds. To compare enhancer codes of cell types from the mammalian neocortex with those from the bird pallium, we generated single-cell multiome and spatially-resolved transcriptomics data of the chicken telencephalon. We then trained deep learning models to characterize cell type-specific enhancer codes for the human, mouse, and chicken telencephalon. We devised three metrics that exploit enhancer codes to compare cell types between species. Based on these metrics, non-neuronal and GABAergic cell types show a high degree of regulatory similarity across vertebrates. Proposed homologies between mammalian neocortical and avian pallial excitatory neurons are still debated. Our enhancer code based comparison shows that excitatory neurons of the mammalian neocortex and the avian pallium exhibit a higher degree of divergence than other cell types. In contrast to existing evolutionary models, the mammalian deep layer excitatory neurons are most similar to mesopallial neurons; and mammalian upper layer neurons to hyper- and nidopallial neurons based on their enhancer codes. In addition to characterizing the enhancer codes in the mammalian and avian telencephalon, and revealing unexpected correspondences between cell types of the mammalian neocortex and the chicken pallium, we present generally applicable deep learning approaches to characterize and compare cell types across species via the genomic regulatory code.

genomics↗

bioRxiv2024

Simulation-based dosimetry of transcranial and intranasal photobiomodulation of the human brain: the roles of wavelength, power density and skin colour

Photobiomodulation (PBM) is a novel technique that is actively studied for neuromodulation. However, despite the many in vivo studies, the stimulation protocols for PBM vary amongst studies, and the current understanding of neuromodulation via PBM is limited in terms of the extent of light penetration into the brain and its dosage dependence. Moreover, as near-infrared light can be absorbed by melanin in the skin, skin tone is a highly relevant but under-studied variable of interest. In this study, to address these gaps, we use Monte Carlo simulations (with MCX) of a single laser source for transcranial (tPBM) and intranasal (iPBM, nostril position) irradiated on a healthy human brain model. We investigate wavelengths of 670, 810 and 1064 nm in combination with light ("Caucasian"), medium ("Asian") and dark ("African") skin tones. Our simulations show that a maximum of 15% of the incidental energy for tPBM and 1% for iPBM reaches the cortex from the light source at the skin level. The rostral dorsal prefrontal cortex in tPBM and the ventromedial prefrontal cortex for iPBM accumulates the highest highest light energy, respectively for both wavelengths. Specifically, the 810 nm wavelength for tPBM and 1064 nm wavelength for iPBM produced the highest energy accumulation. Optical power density was found to be linearly correlated with energy. Moreover, we show that "Caucasian" skin allows the accumulation of higher light energy than other two skin colours. This study is the first to account for skin colour as a PBM dosing consideration, and provides evidence for hypothesis generation in in vivo studies of PBM.

biophysics↗

bioRxiv2023

ATP energy-independentlymodulates the folding equilibrium of ALScausing C71G-hPFN1

C71G is the most aggregation-prone and toxic mutant of 140-residue human profin-1 (hPFN1) that causes familial ALS by gain of toxicity, but its underlying mechanisms still remain unknown. C71G-hPFN1 exists in an equilibrium between folded and unfolded states, whose dynamic/thermodynamic properties and modulation are not yet defined. Here, we utilized NMR to quantify the populations to be 55.2% and 44.8% respectively for folded and unfolded states exchanging at 11.7 Hz. Intriguingly, even the folded state of C71G-hPFN1 has increased ps-ns flexibility and reduced thermodynamic stability, thus rationalizing its high aggregation-proneness. Strikingly, C71G-hPFN1 provides a unique model to unambiguously visualize the effects of ATP and 11 related molecules on its folding equilibrium by NMR. Unexpectedly, ATP completely converted C71G-hPFN1 into the folded state at 1:2, which is physiologically relevant in most living cells. By contrast, TMAO, a well-known protein-folding inducer, showed no detectable conversion even at 1:2000. Surprisingly, the inducing capacity of ATP comes from its triphosphate group, but free triphosphate strongly triggered aggregation. The inducing capacity was determined to rank as: ATP = ATPP = PPP > ADP = AMP-PNP = AMP-PCP = PP, while AMP, Adenosine, P and NaCl showed no detectable capacity. Mechanistically, ATP and triphosphate appear to enhance the intrinsic folding capacity encoded by the sequence. Therefore, by joining Adenosine and triphosphate ATP appears to integrate three abilities: inducing folding, inhibiting aggregation and increasing stability. Our study provide a mechanism for the finding that some single-cell organisms still use polyphosphates as primordial chaperones. Moreover, ATP continue to play foundational roles in modern cells, shedding light on the longstanding enigma of the age-related onset of FALS, which coincides with the ageing-dependent reductions in ATP concentrations.

biophysics↗

bioRxiv2023

Total infectome investigation of diphtheritic stomatitis in yellow-eyed penguins (Megadyptes antipodes) reveals a novel and abundant megrivirus

First identified in 2002, diphtheritic stomatitis (DS) is a devastating disease affecting yellow-eyed penguins (Megadyptes antipodes, or hoiho in te reo M[a]ori). The disease is associated with oral lesions in chicks and has caused significant morbidity and mortality. DS is widespread among yellow-eyed penguin chicks on mainland New Zealand yet appears to be absent from the subantarctic population. Corynebacterium spp. have previously been suspected as a causative agent yet, due to inconsistent cultures and inconclusive pathogenicity, its role in DS is unclear. Herein, we used a metatranscriptomic approach to identify potential causative agents of DS by revealing the presence and abundance of all viruses, bacteria, fungi and protozoa - together, the infectome. Oral and cloacal swab samples were collected from presymptomatic, symptomatic and recovered chicks along with a control group of healthy adults. Two novel viruses from the Picornaviridae were identified, one of which - yellow-eyed penguin megrivirus - was highly abundant in chicks irrespective of health status but not detected in healthy adults. Tissue from biopsied oral lesions also tested positive for the novel megrivirus upon PCR. We found no overall clustering among bacteria, protozoa and fungi communities at the genus level across samples, although Paraclostridium bifermentans was significantly more abundant in oral microbiota of symptomatic chicks compared to other groups. The detection of a novel and highly abundant megrivirus has sparked a new line of enquiry to investigate its potential association with DS.

microbiology↗

bioRxiv2023

ATP and Zn2+ induce folding of ALS-associated hSOD1 with fundamentally distinctive mechanisms

153-residue copper-zinc superoxide dismutase 1 (hSOD1) is the first gene whose mutation was linked to FALS, while wild-type hSOD1 aggregation is associated with SALS. So far >180 ALS-causing mutations have been identified within hSOD1, but the underlying mechanism still remains enigmatic. Mature hSOD1 is extremely stable constrained by a disulfide bridge to adopt a Greek-key {beta}-barrel fold that houses copper and zinc cofactors. Conversely, nascent hSOD1 is unfolded and prone to aggregation, requiring Zn2+ to initiate folding to a coexistence of folded and unfolded states. Recent studies demonstrate mutations disrupting Zn2+-binding correlate with their capacity to form toxic aggregates. Therefore, to decode the role of cations in hSOD1 folding provide not only mechanistic insights, but also therapeutic prospects for hSOD1-linked ALS. Here by NMR, we visualized the effect of 12 cations, encompassing 8 essential for humans (Na+, K+, Ca2+, Zn2+, Mg2+, Mn2+, Cu2+, Fe2+), 3 mimicking zinc (Ni2+, Cd2+, Co2+), and environmentally abundant Al3+. Surprisingly, most cations, including Zn2+-mimics, exhibited negligible binding or induction for folding of nascent hSOD1. Cu2+ displayed extensive binding to the unfolded state but induced severe aggregation. Unexpectedly, here for the first time Fe2+ was deciphered to have Zn2+-like folding-inducing ability. Surprisingly, Zn2+ failed to induce folding of H80S/D83S-hSOD1, while Fe2+ could. By contrast, Zn2+ could trigger folding of G93A-hSOD1, but Fe2+ failed. Notably, pre-existing Fe2+ disrupted the Zn2+-induced folding of G93A-hSOD1. Comparing with ATP-induced folded state, our results delineate that hSOD1 maturation requires: 1) intrinsic folding capacity encoded by the sequence; 2) specific Zn2+-coordination; 3) disulfide formation and Cu-load catalyzed by hCCS. This study decodes a previously-unknown interplay of cations in controlling the initial folding of hSOD1, thus not only underscoring the critical role of Zn2+ in hSOD1-associated ALS, but also suggesting novel hSOD1-dependent mechanisms for Cu2+/Fe2+-induced cytotoxicity likely relevant to other diseases and aging.

biophysics↗

bioRxiv2023

Spatial determination and prognostic impact of the fibroblast transcriptome in pancreatic ductal adenocarcinoma

Pancreatic ductal adenocarcinoma has a poor clinical outcome and responses to immunotherapy are suboptimal. Stromal fibroblasts are a dominant but heterogenous population within the tumor microenvironment and therapeutic targeting of stromal subsets may have therapeutic utility. Here we combined spatial transcriptomics and scRNA-Seq to define the transcriptome of tumor-proximal and tumor-distal cancer-associated fibroblasts (CAFs) and linked this to clinical outcome. Tumor-proximal fibroblasts comprised large populations of myofibroblasts, strongly expressed podoplanin, and were enriched for Wnt ligand signaling. In contrast, inflammatory CAFs were dominant within tumor-distal subsets and expressed complement components and the Wnt-inhibitor SFRP2. Poor clinical outcome was correlated with elevated HIF-1 and podoplanin whilst high level expression of inflammatory and complement genes was predictive of extended survival. These findings demonstrate the extreme transcriptional heterogeneity of CAFs and its determination by apposition to tumor. Selective targeting of tumor-proximal subsets, potentially combined with HIF-1 inhibition and immune stimulation, may offer a multimodal therapeutic approach for this disease. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=170 SRC="FIGDIR/small/524883v1_ufig1.gif" ALT="Figure 1"> View larger version (43K): org.highwire.dtl.DTLVardef@b34606org.highwire.dtl.DTLVardef@1ba47c3org.highwire.dtl.DTLVardef@bd75f1org.highwire.dtl.DTLVardef@8a602b_HPS_FORMAT_FIGEXP M_FIG C_FIG

cancer biology↗

bioRxiv2022

Deep-Learning for Automated Markerless Tracking of Infants General Movements

The presence of abnormal infant General Movements (GMs) is a strong predictor of progressive neurodevelopmental disorders, including cerebral palsy (CP). Automation of the assessment will overcome scalability barriers that limit its delivery to at-risk individuals. Here, we report a robust markerless pose-estimation scheme, based on advanced deep-learning technology, to track infant movements in consumer mobile device video recordings. Two deep neural network models, namely Efficientnet-b6 and resnet152, were trained on manually annotated data across twelve anatomical locations (3 per limb) in 12 videos from 6 full-term infants (mean age = 17.33 (SD 2.9) wks, 4 male, 2 female), using the DeepLabCut framework. K-fold cross-validation indicates the generalization capability of the deep-nets for GM tracking on out-of-domain data with an overall performance of 95.52% (SD 2.43) from the best performing model (Efficientnet-b6) across all infants (performance range: 84.32- 99.24% across all anatomical locations). The paper further introduces an automatic, unsupervised strategy for performance evaluation on extensive out-of-domain recordings through a fusion of likelihoods from a Kalman filter and the deep-net. Findings indicate the possibility of establishing an automated GM tracking platform, as a suitable alternative to, or support for, the current observational protocols for early diagnosis of neurodevelopmental disorders in early infancy.

bioengineering↗

bioRxiv2020

ATP induces protein folding, inhibits aggregation and antagonizes destabilization by effectively mediating water-protein-ion interactions, the heart of protein folding and aggregation

Many, particularly {beta}-dominant proteins, are prone to misfolding/aggregation in the crowded cells, a hallmark of ageing and neurodegenerative diseases including ALS. ATP provides energy to drive supramolecular machineries to control protein hemostasis in modern cells. Recently ATP was decoded to hydrotropically inhibit/dissolve liquid-liquid phase separation (LLPS) and aggregation/fibrillation at millimolar concentrations. We also found that by specific binding, ATP induces and subsequently dissolves LLPS, as well as inhibits fibrillation. Nevertheless, no report shows that ATP can directly induce protein folding. Here, by selecting two aggregation-prone ALS-causing proteins with the unfolded states, we successfully visualized the effects of ATP and 11 molecules with NMR directly on their folding and aggregation. The study reveals for the first time that ATP can induce folding at molar ratios of 2-8, the highest efficiency known so far. Intriguingly, this inducing-capacity comes from triphosphate, a key intermediate in prebiotic chemistry, which, however, also triggers aggregation. Most unexpectedly, upon joining with adenosine, the ability of triphosphate to trigger aggregation is shielded. Marvelously, ATP emerged to manifest three integrated abilities: to induce folding, inhibit aggregation and increase stability, that are absent in ATPP, AMP-PCP and AMP-PNP. Our study sheds the first light on previously-unknown roles of ATP in energy-independently controlling protein folding and aggregation by effectively mediating water-protein-ion interactions. Therefore, ATP might be not just irreplaceable for solving protein folding and aggregation problems simultaneously in primitive cells for Origin of Life, but also energy-independently operating in modern cells to regulate protein homeostasis fundamentally critical for physiology and pathology.

biophysics↗