Shicheng Guo
shihcheng.bsky.social
Shicheng Guo
@shihcheng.bsky.social
Senior Director, Translational Genetics and Data Science, Translational Medicine | Data Science | Computational Biology | Drug Discovery | Passionate about advancing genomics and biobank research through collaboration. Opinions are my own!
Fremanezumab, targeting calcitonin gene-related peptide, tested on 6-17-year-olds with episodic migraine (6+ months, ≤14 days/month). Results needed! PMID:41534042, N Engl J Med 2026, @NEJM https://doi.org/10.1056/NEJMoa2504546 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1056/NEJMoa2504546
No description available
doi.org
January 24, 2026 at 1:10 PM
SAMSN1 is identified as an immune checkpoint in NK cells within HCC, showing significant upregulation and associated with reduced granularity in scRNA-seq. PMID:41565668, Nat Commun 2026, @NatureComms https://doi.org/10.1038/s41467-026-68661-4 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
SAMSN1 restrains NK cell mediated anti-tumor immunity in hepatocellular carcinoma | Nature Communications
NK cells are critical mediators of anti-tumor immunity whose function is frequently compromised in the tumor microenvironment. Here we identify SAM domain, SH3 domain and nuclear localization signals 1 (SAMSN1) as a previously unrecognized immune checkpoint that predominantly regulates NK cell function in hepatocellular carcinoma (HCC). Single-cell RNA sequencing (scRNA-seq) analysis reveals significant SAMSN1 upregulation in intratumoral NK cells from HCC patients, correlating with reduced granzyme B expression and poor prognosis. In orthotopic Hepa1-6 hepatocellular carcinoma models, global Samsn1 knockout (Samsn1−/−) mice exhibits 34% tumor burden reduction with enhanced NK cell granzyme B production (P = 0.0002). Critically, NK cell-specific deletion alone (Samsn1f/f-Ncr1Cre+) recapitulates this therapeutic effect (41% tumor burden reduction, P = 0.0017), demonstrating that SAMSN1 functions predominantly through intratumoral NK cells rather than other immune populations in the HCC
doi.org
January 24, 2026 at 12:10 PM
Study of 111 PML patients shows pretreatment JC/BK virus-specific T cells may predict immune checkpoint inhibitor response. PMID:41557340, JAMA Neurol 2026, @JAMANeuro https://doi.org/10.1001/jamaneurol.2025.5318 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1001/jamaneurol.2025.5318
No description available
doi.org
January 24, 2026 at 11:10 AM
Exploring human cortical neurogenesis; RG neural stem cells drive cortical diversity, birthing neurons, oligodendrocytes, astrocytes, & more. PMID:41565813, Nature 2026, @Nature @OTSociety @NAR_Open https://doi.org/10.1038/s41586-025-09997-7 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Dissecting gene regulatory networks governing human cortical cell fate | Nature
Human cortical neurogenesis involves conserved and specialized developmental processes during a restricted window of prenatal development. Radial glia (RG) neural stem cells shape cortical cell diversity by giving rise to excitatory neurons, oligodendrocytes and astrocytes, as well as olfactory bulb interneurons (INs) and a recently characterized population of cortical INs1,2. Complex genetic programs orchestrated by transcription factor (TF) circuits govern the balance between self-renewal and differentiation, and between different cell fates3–8. Despite progress in measuring gene regulatory network activity during human cortical development9–12, functional studies are required to evaluate the roles of TFs and effector genes in human RG lineage progression. Here we establish a human primary culture system that allows sensitive discrimination of cell fate dynamics and apply single-cell CRISPR interference (CRISPRi) screening13,14 to examine the transcriptional and cell fate consequence
doi.org
January 24, 2026 at 9:10 AM
Study: Adenosine signaling's crucial role in ketamine & ECT's antidepressant impact revealed in mouse models. Advances understanding of depression treatment. PMID:41193806, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-09755-9 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Adenosine signalling drives antidepressant actions of ketamine and ECT | Nature
Ketamine and electroconvulsive therapy (ECT) achieve rapid remission in treatment-resistant depression. However, their mechanisms of action—the understanding of which is essential for refining therapeutic precision—remain unclear1–3. Here, using mouse models, we identify adenosine signalling as a central pathway that underlies the antidepressant effects of these interventions. Results from genetically encoded adenosine sensor experiments and real-time optical recordings reveal that both therapies induce strong adenosine surges in key mood-regulatory regions, including the medial prefrontal cortex and the hippocampus. Genetic or pharmacological disruption of A1 and A2A adenosine receptors abolishes their therapeutic effects, which establishes the essential role of adenosine signalling in antidepressant efficacy. Notably, adenosine signalling specifically in the medial prefrontal cortex drives antidepressant actions. Ketamine increases adenosine by modulating cellular metabolism to incre
doi.org
January 23, 2026 at 9:10 AM
Discovering non-canonical PAMs for CRISPR-Cas12a: Higher temps like 45°C boost trans-cleavage, expanding genomic tools beyond TTTV. PMID:41545355, Nat Commun 2026, @NatureComms @OTSociety @NAR_Open https://doi.org/10.1038/s41467-026-68476-3 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Identification of thermotolerant non-canonical PAMs for robust one-pot CRISPR-Cas12a detection | Nature Communications
The canonical PAM site TTTV (where V = A, G, or C) is widely used in the design of CRISPR-Cas12a systems for both genome editing and diagnostic applications. Although several non-canonical protospacer-adjacent motifs (PAM) have been identified, they generally exhibit weak Cas12a cleavage activity. In this study, we find that increasing the reaction temperature to 45 °C or higher allows the identification of numerous non-canonical PAMs with trans-cleavage activity comparable to that of canonical PAMs, while displaying only weak cis-cleavage activity. Moreover, we observe that combining these non-canonical PAMs with elevated temperatures significantly enhances the Cas12a system’s ability to discriminate highly similar sequences. Based on these findings, we develop a non-canonical PAM-mediated, poikilothermal, one-pot CRISPR-Cas12a detection platform (POP-CRISPR), which demonstrates substantial improvements in sensitivity, specificity, speed, and target adaptability for nucleic acid detec
doi.org
January 23, 2026 at 6:10 AM
Explore NextBrain: a groundbreaking atlas providing probabilistic histological mappings of the entire human brain for advanced MRI segmentation. PMID:41193801, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-09708-2 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
A probabilistic histological atlas of the human brain for MRI segmentation | Nature
In human neuroimaging, brain atlases are essential for segmenting regions of interest (ROIs) and comparing subjects in a common coordinate frame. State-of-the-art atlases derived from histology1–3 provide exquisite three-dimensional cytoarchitectural maps but lack probabilistic labels throughout the whole brain: that is, the likelihood of each location belonging to a given ROI. Here we present NextBrain, a probabilistic histological atlas of the whole human brain. We developed artificial intelligence-enabled methods to align roughly 10,000 histological sections from five whole brain hemispheres into three-dimensional volumes and to produce delineations for 333 ROIs on these sections. We also created a companion Bayesian tool for automatic segmentation of these ROIs in magnetic resonance imaging (MRI) scans. We showcase two applications of the atlas: segmentation of ultra-high-resolution ex vivo MRI and volumetric analysis of Alzheimer’s disease using in vivo MRI. We publicly release ra
doi.org
January 22, 2026 at 11:10 AM
A study analyzed amyloid thresholds across ethnic groups, focusing on biologically negative vs. positive distributions. 73 patients reviewed. PMID:41557361, JAMA Neurol 2026, @JAMANeuro https://doi.org/10.1001/jamaneurol.2025.5329 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1001/jamaneurol.2025.5329
No description available
doi.org
January 22, 2026 at 10:10 AM
Loss of renal PIEZO2, a mechanosensitive ion channel, disrupts renin synthesis and release, revealing its critical role in the RAAS and fluid homeostasis. PMID:41349545, Cell 2026, @Cell https://www.cell.com/cell/fulltext/S0092-8674(25)01309-1 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://www.cell.com/cell/fulltext/S0092-8674(25)01309-1
No description available
www.cell.com
January 21, 2026 at 1:10 PM
Engineered Saccharomyces cerevisiae SC-AOX25 efficiently assimilates methanol/CO₂, overcoming energy constraints via optimized MFF pathways and evolution. PMID:41547665, Nat Commun 2026, @NatureComms https://doi.org/10.1038/s41467-026-68516-y #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Engineering energy-efficient Saccharomyces cerevisiae for methanol and CO2 assimilation | Nature Communications
Methanol is a promising one-carbon (C1) feedstock for microbial bioconversion; however, engineered Saccharomyces cerevisiae often faces energetic constrains during its assimilation. Here, we develop SC-AOX25, an energy-efficient methylotrophic S. cerevisiae, through engineering of heterologous methanol-formaldehyde-formate (MFF) oxidation pathways coupled with adaptive laboratory evolution. SC-AOX25 efficiently generates adenosine triphosphate (ATP) and nicotinamide adenine dinucleotide (NADH) during methanol metabolism while co-assimilating methanol-derived intermediates (formaldehyde, formate, and CO₂) via native glyoxylate-serine cycle, pentose phosphate pathway, and reductive glycine pathway. Key energy modules - Fdh1sc, Adh2m, Aoxm, and Rgi2m - are characterized for their roles in ATP/NADH synthesis and methylotrophic growth. Formaldehyde-induced DNA-protein crosslinks (DPCs) and large repeated DNA fragments suggest strategies for methanol detoxification and phenotype enhancement.
doi.org
January 21, 2026 at 12:10 PM
AI in mental health can revolutionize access, diagnosis, and treatment. But we must consider potential risks. Thoughts? PMID:41533367, JAMA Psychiatry 2026, @JAMAPsych https://doi.org/10.1001/jamapsychiatry.2025.4116 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1001/jamapsychiatry.2025.4116
No description available
doi.org
January 21, 2026 at 1:10 AM
Metagenomic seq. reveals plasmid contaminants & disrupted vector genomes in liver post-AAV gene therapy for SMA1, linking to hepatitis. PMID:41545588, Nat Med 2026, @NatureMedicine https://doi.org/10.1038/s41591-025-04073-z #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Contaminating plasmid sequences and disrupted vector genomes in the liver following adeno-associated virus gene therapy | Nature Medicine
Adeno-associated viruses (AAVs) are common vectors in gene therapy but can frequently cause liver complications in patients. The mechanisms underlying AAV-related liver toxicity remain poorly understood, posing challenges for effective prevention and intervention. Here we conducted a case study of a child with spinal muscular atrophy type 1 experiencing substantial hepatitis after receiving onasemnogene abeparvovec, undertaking long- and short-read metagenomic sequencing of liver tissue. We identified manufacturing plasmid sequences with complex structures and recombination. Vector genomes had extensive disruption and concatemerization as well as numerous vector–human fusion junctions. We also identified human betaherpesvirus 6B in the liver. Further work and investigation of more patients is needed to establish whether the presence of manufacturing plasmid sequences or helper viruses contribute to the formation of these complex concatemeric DNA structures in the liver, and whether the
doi.org
January 19, 2026 at 12:10 PM
Review finds mental disorders increase ACS risk by 30%. Data from 45 studies indicate higher vulnerability in this group. PMID:41533387, JAMA Psychiatry 2026, @JAMAPsych https://doi.org/10.1001/jamapsychiatry.2025.4253 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1001/jamapsychiatry.2025.4253
No description available
doi.org
January 19, 2026 at 10:10 AM
Metabolic shifts in tumors reshape the microenvironment, impacting immune fate. Key metabolites suppress immune responses. PMID:41526478, Nat Rev Immunol 2026, @NatRevImmunol https://doi.org/10.1038/s41577-025-01258-y #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Metabolites as signalling molecules in the tumour immune microenvironment | Nature Reviews Immunology
Alterations in key metabolic pathways are required for tumour development and the adaptation of tumour cells to intrinsic or extrinsic stresses, as well as for the regulation of immune cell fate and immune responses in the tumour microenvironment. In particular, the dysregulation or alteration of certain metabolites produced by tumour cells has been shown to be important in creating the immunosuppressive tumour microenvironment. Recent studies have broadened our understanding of the interactions between metabolites and antitumour immunity. Here we highlight how, beyond their metabolic role, metabolites can function as signalling molecules to modulate the behaviours of immune cells and tumour cells. We also discuss potential therapeutic strategies targeting specific metabolites and future research directions in metabolite sensing. Certain metabolites in the tumour microenvironment signal between tumour cells and infiltrating immune cells. Here, the authors discuss how metabolites as sig
doi.org
January 19, 2026 at 3:10 AM
Clipper Registration Failed for Muni Bus – Anyone Else?Tried to register my Clipper card on my iPhone, but it always says “system error” and tells me to try again later. This has been happening repeatedly. Anyone else seeing this? Is it a known Clipper app issue or a workaround?
January 19, 2026 at 12:53 AM
Engineered protein shells capture cellular mRNA for 7 days, unveiling gene activity dynamics like never before. Insights to come. PMID:41538454, Science 2026, @ScienceMagazine https://doi.org/10.1126/science.aef4615 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1126/science.aef4615
No description available
doi.org
January 18, 2026 at 8:00 PM
Revolutionary in vitro model mimics human endometrium's crucial layers, enabling study of embryo implantation—an elusive process with high failure rates. PMID:41443191, Cell 2026, @Cell https://www.cell.com/cell/fulltext/S0092-8674(25)01232-2 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://www.cell.com/cell/fulltext/S0092-8674(25)01232-2
No description available
www.cell.com
January 18, 2026 at 6:00 PM
Microhomology-mediated end joining is predominant in Aedes aegypti for DNA repair, affecting gene editing strategies. PMID:41543170, Nucleic Acids Res 2026, @NAR_Open @OTSociety @NAR_Open https://doi.org/10.1093/nar/gkaf1532 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1093/nar/gkaf1532
No description available
doi.org
January 18, 2026 at 12:10 PM
Obesity triggers NLRP3 inflammasome hyperactivation. SAMHD1 disruption leads to dNTP overflow, spurring excessive IL-1β, heightening risk! PMID:41538457, Science 2026, @ScienceMagazine https://doi.org/10.1126/science.adq9006 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1126/science.adq9006
No description available
doi.org
January 18, 2026 at 3:10 AM
Study reveals Methylococcus capsulatus Bath lysate as a protein source mitigating gut inflammation. Enhances pTreg cells, reshapes microbiota swiftly! 🌟 PMID:41540065, Nat Commun 2026, @NatureComms https://doi.org/10.1038/s41467-026-68551-9 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Microbial activation of the GLP-2R mitigates gastrointestinal inflammation | Nature Communications
There is an urgent need for sustainable protein sources to meet rising global nutritional demands. Here, we show that a commercially scalable microbial lysate from Methylococcus capsulatus Bath (McB), used as a dietary protein, orchestrates host-diet-microbe interactions that protect against gastrointestinal inflammation. McB administration rapidly reshapes the gut microbiota and upregulates microbial fermentation pathways, while robustly increasing peripherally induced regulatory T cells (pTregs) across intestinal regions, independent of the microbiota. In contrast, McB-driven induction of tolerogenic Th17 cells requires a functional microbiota with intact fermentation capacity. In models of mucositis and colitis, McB preserves villus architecture, restores mucosal integrity, and reduces disease severity. Mechanistically, these effects depend on microbial fermentation and functional GLP-2 receptor signalling, yet are independent of endogenous GLP-2 secretion, indicating a fermentation
doi.org
January 18, 2026 at 1:10 AM
Discover how smartphone image tech pushes dermatology forward, enhancing clinical images’ quality and utility. 🔍📱 PMID:41533359, JAMA Dermatol 2026 https://doi.org/10.1001/jamadermatol.2025.5481 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://doi.org/10.1001/jamadermatol.2025.5481
No description available
doi.org
January 17, 2026 at 8:00 PM
Novel agonists for mu opioid receptor selectively facilitate GTP release, enhancing analgesic efficacy and revealing new insight into GPCR functions. PMID:41407861, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-09880-5 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
GTP release-selective agonists prolong opioid analgesic efficacy | Nature
G-protein-coupled receptors act as guanine nucleotide exchange factors (GEFs) and facilitate the activation of heterotrimeric G proteins by exchanging GDP for GTP1. This exchange function is not unidirectional2. Here we demonstrate that an agonist can show selective affinity for an active state that prefers the release of GTP. Specifically, for the mu opioid receptor, we show that several agonists have state-selective affinities for promoting GTP release versus GTP binding. We identify two agonists that show a marked preference for promoting release. In mice, marginally efficacious doses of the release-preferring agonist enhance and prolong the antinociceptive effects of morphine and fentanyl without enhancing the respiratory and cardiac effects of fentanyl. Although these observations are limited to simple measures of thermal nociception, they may point to a way to bifurcate physiological responses to such agonists. We propose that the active-state selectivity of an agonist may determ
doi.org
January 17, 2026 at 6:00 PM
Novel one-step protocol enhances visualization of proteins: Converts dyes into cell-impermeable HTL reagents for precise in situ and super-res imaging. PMID:41526363, Nat Commun 2026, @NatureComms https://doi.org/10.1038/s41467-025-68134-0 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
A general one-step protocol to generate impermeable fluorescent HaloTag substrates for in situ live cell application and super-resolution imaging | Nature Communications
Visualization of proteins can be achieved by genetically grafting HaloTag Protein (HTP) into the protein of interest followed by incubation with a dye-linked HaloTag Ligand (HTL). This approach allows for use of fluorophores optimized for specific optical techniques or of cell-impermeable dyes to selectively label cell surface proteins. However, these two goals often conflict, as many high-performing dyes exhibit membrane permeability. Here we show that several dye-HTL reagents can be made cell-impermeable by inserting a charged sulfonate directly into the HTL, leaving the dye moiety unperturbed, using a one-step protocol. We validate such compounds, termed dye-SHTL (dye shuttle), in living cells, and demonstrate exclusive membrane staining. In transduced primary hippocampal neurons, we label a neuromodulatory receptor with dyes optimized for stimulated emission by depletion super-resolution microscopy, allowing accuracy in distinguishing surface versus internal receptors of the presyn
doi.org
January 17, 2026 at 4:00 PM
Revolutionary bioprinting achieves ~10^9 cells/mL using modified living cells as bioinks. This method enhances cell-cell interactions and tissue function! PMID:41365296, Cell 2026, @Cell https://www.cell.com/cell/fulltext/S009286742501308X #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
https://www.cell.com/cell/fulltext/S009286742501308X
No description available
www.cell.com
January 17, 2026 at 12:10 PM
Explore the structure of GRP94 folding intermediate with CCDC134-bound translocon, revealing how OST complexes regulate N-glycosylation at the ER! PMID:41261126, Nature 2025, @Nature https://doi.org/10.1038/s41586-025-09756-8 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Structural basis of regulated N-glycosylation at the secretory translocon | Nature
Most human secretory pathway proteins are N-glycosylated by oligosaccharyltransferase (OST) complexes as they enter the endoplasmic reticulum (ER)1–3. Recent work revealed a substrate-assisted mechanism by which N-glycosylation of the chaperone glucose-regulated protein 94 (GRP94) is regulated to control cell surface receptor signalling4. Here we report the structure of a natively isolated GRP94 folding intermediate tethered to a specialized CCDC134-bound translocon. Together with functional analysis, the data reveal how a conserved N-terminal extension in GRP94 inhibits OST-A and how structural rearrangements within the translocon shield the tethered nascent chain from inappropriate OST-B glycosylation. These interactions depend on a hydrophobic CCDC134 groove, which recognizes a non-native conformation of nascent GRP94. Our results define a mechanism of regulated N-glycosylation and illustrate how the nascent chain remodels the translocon to facilitate its own biogenesis. The structu
doi.org
January 17, 2026 at 11:10 AM