Shows / Paper Talk
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Paper Talk400-A clinical road map for single-cell omics
While single-cell omics has revolutionized biological research, this perspective outlines the experimental, computational, and conceptual hurdles preventing…
Paper Talk399-SPLISOSM: Mapping Spatial Isoform Diversity in Brain
The paper introduces SPLISOSM, a novel computational framework designed to identify spatial isoform variability across diverse spatial transcriptomics…
Paper Talk398-AI Virtual Spatial Proteomics from Histopathology
Researchers have developed a deep learning framework called HEX that generates virtual spatial proteomics directly from standard, low-cost H&E-stained tissue…
Paper Talk397-Spatial Mapping of Human and Mouse Pulmonary Fibrosis
This research article utilized spatial transcriptomics to examine the complex cellular environments of idiopathic pulmonary fibrosis (IPF) in both human…
Paper Talk396-scPEFT: Fine-Tuning for Single-Cell Foundation Models
Researchers have developed scPEFT, a framework that utilizes parameter-efficient fine-tuning to adapt large-scale single-cell foundation models to diverse…
Paper Talk395-ImmunoStruct: Multimodal for Immunogenicity Prediction
The researchers introduced ImmunoStruct, a novel deep learning model designed to accurately predict the immunogenicity of peptide–MHC complexes for vaccine…
Paper Talk394-MetaAI: Physics-Aware for Metasurface Discovery
The paper describes MetaAI, a physics-aware generative framework designed to automate the discovery of advanced metasurface structures. Unlike traditional…
Paper Talk393-GITIII: Inferring Single-Cell Interactions
The paper originates from a scientific study focused on the mechanics of cell–cell interactions (CCI) and their impact on biological systems. These complex…
Paper Talk392-scDiffEq: Learning Cell Dynamics
The researchers introduce scDiffEq, a generative machine learning framework designed to model the complex drift and diffusion dynamics of single cells. Unlike…
Paper Talk391-Modeling Brain Dysconnectivity in Rodents
This review article examines the use of rodent fMRI as a vital tool for understanding brain dysconnectivity in human psychiatric and neurological disorders…
Paper Talk390-CellOT: Learning Single-Cell Perturbation Responses
The paper introduces CellOT, a machine learning framework designed to predict how individual cells respond to biological stimuli, such as drugs or genetic…
Paper Talk389-TransBrain: Mapping Whole-Brain Between Humans and Mice
The paper details the development of TransBrain, a computational framework designed to bridge the gap between human and animal neuroscientific research. By…
Paper Talk388-cellSTAAR: Boosting Rare Variant Association Testing
The paper introduces cellSTAAR, a novel statistical framework designed to improve the discovery of rare genetic variants within noncoding regions of the human…
Paper Talk387-Pertpy: Framework for Single-Cell Perturbation Analysis
Pertpy is a Python-based software framework created to streamline the analysis of large-scale single-cell perturbation experiments, such as genetic…
Paper Talk386-SpatialZ: Reconstructing 3D Cell Atlases
The paper introduces SpatialZ, a computational framework designed to overcome current hardware limitations in spatial transcriptomics by reconstructing dense…
Paper Talk385-IRIS: Reference-Informed Segmentation for Spatial data
This research article introduces IRIS, a novel computational tool designed to identify distinct tissue regions in spatially resolved transcriptomics (SRT)…
Paper Talk384-FX-Cell: ScRNA Sequencing for Challenging Plant Samples
Researchers have developed a suite of new protocols, collectively called FX-Cell, to improve single-cell RNA sequencing in diverse plant species. These methods…
Paper Talk383-FlashDeconv: Atlas-Scale Spatial Deconvolution
FlashDeconv is a newly developed computational framework designed for high-speed, accurate cell type deconvolution in large-scale spatial transcriptomics…
Paper Talk382-3D Spatial in Thick Tissue Blocks
This research introduces Deep-STARmap and Deep-RIBOmap, advanced imaging platforms designed for 3D spatial transcriptomics and translatomics within thick…
Paper Talk381-Multiplexed ultrasound imaging of gene expression
This research article introduces next-generation acoustic reporter genes (ARGs) that enable the first "two-tone" multiplexed ultrasound imaging of cellular…
Paper Talk380-HR-IMC: Submicrometer Resolution Imaging Mass Cytometry
This research introduces High-Resolution Imaging Mass Cytometry (HR-IMC), a novel method that significantly enhances the spatial detail of traditional…
Paper Talk379-Spotiphy: Single-Cell Spatial Across Entire Sections
This research introduces Spotiphy, a new computational method designed to analyze spatially resolved transcriptomics data with high precision. By integrating…
Paper Talk378-Light-induced extracellular vesicle/particle adsorption
This article introduces LEVA, a versatile method for precisely micropatterning extracellular vesicles (EVPs) onto various surfaces using light-induced…
Paper Talk377-Jaxley: Simulation for Biophysical Neural Models
The paper introduces Jaxley, a novel differentiable simulation framework designed to bridge the gap between detailed biophysical neuron models and modern…
Paper Talk376-Novae: A Foundation Model for Spatial Data
The article introduces Novae, a graph-based foundation model designed to analyze spatial transcriptomics data across diverse tissues and technologies…
Paper Talk375-Bin Chicken: for Novel Genome Recovery
Researchers have developed Bin Chicken, an automated algorithm designed to recover microbial genomes from low-abundance lineages that are typically missed by…
Paper Talk374-STAIR: 3D Reconstruction and Integration of ST Data
The paper introduces STAIR, a novel computational framework designed to reconstruct three-dimensional (3D) biological atlases from two-dimensional spatial…
Paper Talk373-MetroSCREEN: Mapping Pan-Cancer Metabolic Subtypes
This research introduces MetroSCREEN, a computational framework designed to map the metabolic landscape of individual cells by integrating gene expression with…
Paper Talk372-Roadmap for Modelling Brain Development with Organoids
This roadmap article explores how brain organoids serve as a sophisticated bridge between traditional cell cultures and living animal models. By utilizing…
Paper Talk371-TNBC Response Trajectories
This article explores how triple-negative breast cancer (TNBC) responds to a combination of pembrolizumab and radiation therapy through advanced single-cell…
Paper Talk370-Metabolic Stress Priming in Hepatocarcinogenesis
This research explores how long-term metabolic stress transforms the liver, focusing on the cellular shift from healthy function to chronic disease and cancer…
Paper Talk369-An Integrated Atlas of the Human Vascular System
This study introduces a comprehensive human vascular cell atlas that maps the molecular profiles of endothelial and mural cells across various organs and…
Paper Talk368-scTenifoldKnk: Virtual Gene Knockouts
scTenifoldKnk is a machine learning workflow designed to perform virtual gene knockout experiments using single-cell RNA sequencing (scRNA-seq) data. By…
Paper Talk367-Mutations in FDX2 Suppress Frataxin Deficiency
This research identifies genetic and biochemical strategies to overcome frataxin deficiency, the primary cause of Friedreich’s ataxia. By performing a genetic…
Paper Talk366-CellSAM: A Foundation Model for Cell Segmentation
The paper introduces CellSAM, a universal foundation model designed to automate cell segmentation across diverse biological imaging data. While previous deep…
Paper Talk365-MisTIC: Correcting Transcript Misassignment in ST Data
The paper introduces MisTIC, a novel probabilistic tool designed to fix errors in imaging-based spatial transcriptomics. While current technologies can map…
Paper Talk364-RADIANT: Highly Multiplexed Volumetric Mapping
This research introduces RADIANT, a groundbreaking optical imaging method designed to map numerous proteins simultaneously within large, three-dimensional…
Paper Talk363-PASTA: Accurate PAthway-oriented Spatial gene imputation
The paper details the development and validation of PASTA (PAthway-oriented Spatial gene impuTAtion), a novel computational framework designed to enhance…
Paper Talk362-FastGlioma: AI for Rapid Tumor Infiltration Detection
The paper details the development and validation of FastGlioma, an advanced artificial intelligence system designed to detect residual tumor infiltration…
Paper Talk361-Combocat: for Discovery of Synergistic Drug Combinations
The paper introduces Combocat, an innovative open-source platform designed to significantly speed up the discovery of synergistic drug combinations. By…
Paper Talk360-GigaTIME: AI for Virtual Tumor Microenvironment
The paper introduces GigaTIME, a novel multimodal AI framework designed to model the tumor immune microenvironment (TIME) at a population scale. By utilizing…
Paper Talk359-PLATO: High-Resolution Spatial Proteomics
Researchers have developed PLATO, a high-throughput platform designed to map the spatial proteome across entire tissue sections with high resolution…
Paper Talk358-CNS Tumor Classification by DNA Methylation Profiling
The paper details the development and implementation of the Heidelberg Methylation Classifier version 12.8, an advanced diagnostic tool for central nervous…
Paper Talk357-SOX2-Driven Niche Sculpts Neutrophil Immunosuppression
This research identifies how SOX2-high tumor-initiating stem cells (tSCs) survive immunotherapy by manipulating the immune environment to create a protective…
Paper Talk356-The LINUXtrial: AI Enhances Precision Treatment
The LINUX trial investigated the effectiveness of using artificial intelligence to guide precision medicine for patients with advanced HR+/HER2– breast cancer…
Paper Talk355-Paneth-like Transition Drives Cancer Resistance
This research identifies a Paneth-like cell transition as a primary driver of non-genetic resistance to combined KRAS and EGFR inhibition in colorectal cancer…
Paper Talk354-Medulloblastoma Stem Cell Programs and Progression
This research explores the molecular origins and progression of medulloblastoma, a highly aggressive pediatric brain cancer. While sequencing has defined four…
Paper Talk353-IL-36γ Armored CAR T Cells Reprogram Neutrophils
The research article describes a breakthrough in solid tumor immunotherapy using IL-36γ armored CAR T cells. While traditional CAR T therapies often struggle…
Paper Talk352-Multi-omic Landscape of Human Gliomas
This research presents a comprehensive spatial multi-omic atlas of human gliomas, mapping the complex landscape of these lethal brain tumors from initial…
Paper Talk351-RHOA Regulates Mitochondria-ER Contact Sites
This article identifies the small GTPase RHOA as a critical controller of mitochondria-endoplasmic reticulum contact sites (MERCS). Through a genome-wide…
Paper Talk350-PhenoProfiler: Image-Based Drug Discovery Learning
The paper introduces PhenoProfiler, a sophisticated deep learning framework designed to revolutionize image-based drug discovery by analyzing how cells respond…
Paper Talk349-Spatial organization of mitochondria in neurons
This research utilizes large-scale electron microscopy datasets to establish quantitative rules governing the morphology and spatial positioning of…
Paper Talk348-mTORC2 Recognizes AGC Kinases by Long-Range Docking
This article focuses on mTORC2, a protein kinase complex critical for diverse cellular functions, including growth, metabolism, and proliferation, whose…
Paper Talk347-Plasmid Population Dynamics
This paper presents a research article that investigates the conflicts between different levels of biological organization-specifically, how plasmids…
Paper Talk346-Microbial Signals in Primary and Metastatic Brain Tumors
The multi-institutional study investigates the presence and biological significance of microbial elements within primary and metastatic brain tumors (gliomas…
Paper Talk345-Histamine Signaling Gates Fat Preference in the PVT
This article investigates the neural mechanisms underlying specific food preferences, focusing on high-fat diets (HFD) and high-sugar diets (HSD). The research…
Paper Talk344-ApoE Variants Protect Neurons by Oxidized Lipid Efflux
This article presents research demonstrating that protective Apolipoprotein E (ApoE) variants, specifically ApoE2 and ApoE3 Christchurch, support neuronal…
Paper Talk343-Sympathetic functional units encoding
The paper details an article and associated research focusing on the molecular and functional diversity of sympathetic postganglionic neurons within the…
Paper Talk342-Brain Fluid Dynamics
The paper focuses on the dynamics of fluid transport and immunity within the central nervous system (CNS). Authored by a large, collaborative group of…
Paper Talk341-Cystine and GPX4 Drive ILC2 Pathogenicity
The article focuses on the metabolic vulnerabilities of immune cells involved in allergic airway diseases like asthma. The study investigates how…