Shows / Paper Talk
Episodes
Paper Talk146-Spatial Determinants of NSCLC Immunotherapy Resistance
This article from Nature Genetics presents a multi-omic study using single-cell and spatial transcriptomics to understand resistance to immuno-chemotherapy in…
Paper Talk145-TORCH: AI Prediction of Cancer Origin from Cytology
This article details the development and validation of TORCH, a deep-learning model designed to predict the tumor origin in cancers of unknown primary (CUP)…
Paper Talk144-ToolUniverse: Democratizing AI scientists
This paper introduces TOOLUNIVERSE, a comprehensive, open-source ecosystem designed to facilitate the creation of specialized AI scientists by integrating…
Paper Talk143-Empowering biomedical discovery with AI agents
This paper provides an extensive perspective on the emerging role of Artificial Intelligence (AI) agents in transforming biomedical discovery, envisioning…
Paper Talk142-Cytokines in cancer
This paper is an extensive review article focusing on the role of cytokines in cancer and the challenges and progress in therapeutically targeting these…
Paper Talk141-CAR-T therapy in solid tumors
This paper provides an extensive review of Chimeric Antigen Receptor (CAR) T cell therapy specifically focusing on its application and challenges in treating…
Paper Talk140-Artificial Intelligence in Drug Development
The review article provides a comprehensive overview of the integration of artificial intelligence (AI) across the entire drug development pipeline, which is…
Paper Talk139-T Cell Exhaustion Driven by Proteostasis Stress
This paper reports on the discovery of a distinct mechanism driving T cell exhaustion (Tex cells) in the context of chronic infections and cancer. The authors…
Paper Talk138-Clonal Evolution in Ovarian Cancer Drug Resistance
This paper details a study that tracked clonal evolution and drug resistance in high-grade serous ovarian cancer (HGSOC) patients. Researchers developed a…
Paper Talk137-The Expanding Vistas of Spatial Transcriptomics
This review article discusses the rapidly evolving field of spatial transcriptomics (ST), which enables the quantification of RNA across the transcriptome…
Paper Talk136-ETC Suppression Boosts Resilience to Excitotoxicity
This article focuses on how mitochondrial activity influences the resilience of nociceptors, or pain-sensing neurons, against excitotoxicity, which is cell…
Paper Talk135-PitNET Heterogeneity and Immune Remodeling
This article details a comprehensive study of Pituitary Neuroendocrine Tumors (PitNETs) using integrated single-cell RNA sequencing and spatial transcriptomics…
Paper Talk135-Proteomic Networks Drive AD's Pathogenesis
This article presents research on Alzheimer’s disease (AD) pathogenesis using multiscale proteomic network modeling that integrates extensive proteomic and…
Paper Talk134-Giotto Suite: Spatial Multiomics Data Analysis
The article from Nature Methods introducing the Giotto Suite, a comprehensive and modular software package designed for the analysis, integration, and…
Paper Talk133-Highly Multiplexed 3D Tumor Profiling
This article introduces a novel technique called three-dimensional cyclic immunofluorescence (3D CyCIF) for high-plex, high-resolution imaging of cell states…
Paper Talk132-OmiCLIP & Loki: Foundation Model for Spatial Analysis
This paper introduce a new visual-omics foundation model called OmiCLIP, designed to integrate histopathology images and spatial transcriptomics data for…
Paper Talk131-DeepScientist: Autonomous Scientific Discovery
This paper introduces DeepScientist, an autonomous AI system designed to conduct goal-oriented, long-term scientific discovery by modeling the process as a…
Paper Talk130-Topological Velocity Inference from ST
This paper describes a new computational model called Topological Velocity Inference (TopoVelo), designed to jointly infer the spatial and temporal dynamics of…
Paper Talk129-Tryptophan Metabolism Restricts TLS Maturation
This article presents a study utilizing spatial transcriptomics (Stereo-seq) to investigate the heterogeneity and developmental states of tertiary lymphoid…
Paper Talk128-Cancer-induced nerve injury Drives Anti-PD-1 Resistance
This paper details extensive research on how cancer-induced nerve injury (CINI) promotes resistance to anti-PD-1 immunotherapy. The study employed a variety of…
Paper Talk127-MintFlow: AI rewrite Spatial Analysis
This paper introduces MintFlow, a novel generative AI algorithm designed for mapping and reprogramming human tissue microenvironments using spatial…
Paper Talk126-Macropinocytosis Maintains CAF Subtype
This paper details how macropinocytosis—a cellular process for scavenging extracellular fluids—is crucial for maintaining the identity of myofibroblasts…
Paper Talk125-TriPath: The 3D Pathology Revolution
The article introduces TriPath, a deep-learning platform designed for the analysis of three-dimensional (3D) pathology samples to predict clinical outcomes…
Paper Talk124-PathoPlex: Spatial Proteomics Mapping
This paper details the introduction and validation of PathoPlex, a scalable and open-source framework for highly multiplexed imaging and analysis of…
Paper Talk123-Spatial Tumor Architecture in TNBC
This article details research on a stratification system for breast cancer, specifically focusing on triple-negative breast cancer (TNBC). The study, led by…
Paper Talk122-Circulating tumor cells
This review article focus on Circulating Tumor Cells (CTCs), which are cancer cells shed into the bloodstream. It offers an overview of CTCs, describing their…
Paper Talk121-Unlock Immunotherapy Resistance by CXCR4 partial agonist
This article reports on a novel immunotherapy strategy for gastric and other gastrointestinal cancers using TFF2-MSA, a CXCR4 partial agonist peptide, in…
Paper Talk120-Stereo-seq V2: Spatial mapping with high resolution
This article introduces Stereo-seq V2, an advanced spatial transcriptomics method designed for high-resolution total RNA mapping on formalin-fixed…
Paper Talk119-Towards Robust Foundation Models for Digital Pathology
This paper introduces PathoROB, the first systematic robustness benchmark for evaluating Foundation Models (FMs) used in digital pathology. The study…
Paper Talk118-Interferons in health and disease
This paper provides a comprehensive review of Interferons (IFNs), a class of signaling proteins crucial in health and disease. It details the three main types…
Paper Talk116-Natural killer cell therapies
This review focus on Natural Killer (NK) cell therapies, specifically exploring their potential for cancer treatment. It comprehensively details the biology…
Paper Talk117-Mitochondrial Endosymbiosis and Inflammatory Diseases
This article in Nature, details the concept that a breakdown in the endosymbiotic relationship between mitochondria and the host cell may be a foundational…
Paper Talk115-Cell Marker Accordion: interpretable single-cell
This research article introducing the Cell Marker Accordion, a new computational platform designed to improve the interpretation and automatic annotation of…
Paper Talk114-The integrative biology of type 2 diabetes
The review article titled "The integrative biology of type 2 diabetes," summarizes recent research on the pathogenesis of type 2 diabetes (T2D), a rapidly…
Paper Talk113-A view on drug resistance in cancer
This article addresses the multifaceted problem of drug resistance in cancer therapy. The authors articulate a framework for understanding resistance by…
Paper Talk111-p53 Suppresses Chromatin Noise and Cellular Plasticity
This paper details research into the mechanisms governing cellular plasticity in thymic epithelial cells (mTECs), which is essential for immune tolerance. The…
Paper Talk112-AI-Driven Super Plants: the Next Agricultural Revolution
This paper presents an in-depth review of how various advanced technologies are being integrated to revolutionize crop improvement and address global food…
Paper Talk110-Tumor neutrophils rewired from birth
This paper consist of two distinct previews from the journal Cancer Cell, each focusing on recent scientific investigations related to cancer. The first…
Paper Talk109-Mechanical confinement governs plasticity in melanoma
This excerpt from a scientific article details a study investigating how mechanical confinement in the tumor microenvironment drives phenotype switching in…
Paper Talk108-Immune Dictionary at single-cell resolution
This paper presents a comprehensive study detailing the Immune Dictionary, a vast compendium of single-cell transcriptomic profiles mapping the responses of…
Paper Talk107-Glioma-Neuron Interactions: Retrograde Tracing Study
The article describes research focused on characterizing and targeting glioblastoma (GB) neuron-tumor networks using a modified rabies virus for retrograde…
Paper Talk106-STAMP: Decoding Patterns in Spatial Transcriptomics
This article from Nature Methods detailing a new computational method called STAMP (Spatial Transcriptomics Analysis with topic Modeling to uncover spatial…
Paper Talk105-Nerve-to-cancer transfer of mitochondria
This paper details the mechanism by which neurons enhance the metastatic potential of cancer cells through metabolic support. Specifically, the researchers…
Paper Talk104-Human grammar democratize virtual cell laboratories
This paper introduces a novel computational framework that utilizes a human-interpretable grammar to encode complex multicellular systems biology models…
Paper Talk103-Automated Cell Classification on H&E images
This article introduces a novel experimental and computational approach for automated cell annotation and classification on standard hematoxylin and eosin…
Paper Talk102-Cellular Mapping of Attributes with Position (CMAP)
This article introduces Cellular Mapping of Attributes with Position (CMAP), an innovative computational method designed to enhance the resolution of spatial…
Paper Talk101-Computational Design of Specific DNA-Binding Proteins
This article details a novel computational method for designing sequence-specific DNA-binding proteins (DBPs), which are crucial tools in biotechnology and…
Paper Talk100-Unlocking the Blood-Brain Barrier
This article from Nature Medicine detailing a large-scale proteomic study on the balance of proteins between cerebrospinal fluid (CSF) and plasma in relation…
Paper Talk099-Unpacking Neurodegeneration with Blood Proteomics
This paper is a comprehensive research article from Nature Medicine detailing a large-scale plasma proteomics analysis of neurodegenerative diseases (NDs)…
Paper Talk098-The Global Neurodegeneration Proteomics Consortium
This paper details the establishment and initial findings of the Global Neurodegeneration Proteomics Consortium (GNPC), a public-private partnership aimed at…
Paper Talk097-Immature Neutrophils in Bone Metastases
This paper investigates the role of immature neutrophils in bone metastases, a form of cancer that is notoriously resistant to immune checkpoint blockade (ICB)…
Paper Talk096-TrimNN: Analyzing Cellular Communities
This article introduces TrimNN, a novel graph-based deep learning framework designed to characterize cellular community (CC) motifs within complex tissues…
Paper Talk095-OpenCell: Mapping Human Cell Organization
This research introduces OpenCell, a comprehensive resource developed through high-throughput CRISPR-mediated genome editing to map the architecture of the…
Paper Talk094-DOLPHIN: Using RNA splicing to enhance ScRNA analysis
This paper introduces DOLPHIN, a novel deep learning framework designed to enhance single-cell RNA sequencing (scRNA-seq) analysis by moving beyond traditional…
Paper Talk093-How to Pick a Graduate Advisor
This article offers young scientists a comprehensive guide for selecting a mentor, emphasizing that mentorship is critical for both individual career success…
Paper Talk092-How to write a high-quality scientific manuscript
The podcast offers expert advice on crafting high-quality scientific papers that are both publishable and engaging. It emphasizes the importance of clarity…
Paper Talk091-3D nuclear segmentation for digital pathology
This paper introduces a novel approach for integrating 3D imaging with nuclear segmentation to thoroughly analyze cellular neighborhoods in human tissues. The…
Paper Talk090-A progenitor-orchestrated niche to early tumorigenesis
This paper presents a scientific study investigating the early stages of pancreatic cancer development, focusing on the role of p53 loss and the emergence of…
Paper Talk089-CellFM: Human Cell Transcriptomics Foundation Model
The paper introduces CellFM, a novel large-scale foundation model specifically designed for single-cell transcriptomics analysis, built upon a dataset of 100…
Paper Talk088-Asian diversity in human immune cells
This paper introduces the Asian Immune Diversity Atlas (AIDA), a comprehensive single-cell RNA sequencing reference atlas of human immune cells collected from…