Base by Base

Longo LM et al., PNAS - This episode summarizes a PNAS study introducing CLSS, a contrastive two-tower protein language model that coembeds domain sequences, structures, and subsequences into a shared 32-dimensional latent space. Trained self-supervised on one million ECOD domains, CLSS aligns sequence and structure modalities, yields compact embeddings that recapitulate ECOD and CATH hierarchies,...

Axakova A et al., The American Journal of Human Genetics - Axakova et al. generated a variant effect map for AIRE using an insulin‑promoter GFP reporter in HEK293 cells to measure the functional impact of 9,790 missense substitutions and provide calibrated evidence for clinical variant interpretation. Key terms: AIRE, missense variants, variant effect map, APS-1, functional assay. Study Highlights...

Hanson C et al., The American Journal of Human Genetics - Hanson et al. combine pooled multi-donor human neural progenitor cell "villages" with Townlet, a hierarchical Dirichlet regression model, to estimate donor-specific proliferation and treatment responses from Census-seq. They identify 16p11.2 deletion–associated NPC hyperproliferation and nominate common variants near ZFHX3 for proliferation...

Owino BO et al., PNAS - Using TurboID proximity proteomics and microscopy, researchers identify KIAP4 as the canonical member of a conserved Adhesion Related NTPase-like Domain (ARND) family that localizes to the Leishmania adhesion plaque. Deleting KIAP4 disrupts haptomonad adhesion in vitro and prevents colonization of the sand fly stomodeal valve without blocking metacyclogenesis. Key terms: Le...

Ember M et al., PNAS - This episode examines a cryo-EM study of Escherichia coli tRNA-guanine transglycosylase (TGT) that solves the enzyme structure and its covalent intermediate with tRNATyr. Unexpectedly, the TGT homodimer can form covalent intermediates with two tRNAs simultaneously. The work maps peripheral RNA-binding residues required for activity and uses those insights to design higher-af...

Ishiya K et al., PNAS - This episode examines a PNAS study that reports two high-coverage ancient human genomes from mainland Japan (an Initial Jomon >67× and a Middle Yayoi >46×). The genomes enable diploid genotyping, demographic reconstructions, ancestry modeling, and AMY1 copy-number analysis that reshape understanding of Jomon and Yayoi histories. Key terms: ancient DNA, Jomon, Yayoi, A...

Wu G et al., Proceedings of the National Academy of Sciences - This episode examines a PNAS study that identifies site-specific lactylation of HSP90α as a metabolic signal linking glycolysis to mitochondrial biogenesis in ovarian cells. Lactylation at K58 and K616 modulates HSP90α phosphorylation, enabling nuclear import of PGC1α and LRPGC1, boosting mitochondrial number, cholesterol import, estra...

Mukhamedova L et al., Proceedings of the National Academy of Sciences - Using cryo-electron tomography and single-particle cryo-EM of infected Cos-7 cells, the authors show that echovirus 18 (E18) releases its RNA in vivo by capsid opening with loss of one to three pentamers. Binding to the neonatal Fc receptor (FcRn) expels VP1 pocket factors and primes particles for uncoating. Activated intermed...

Owino BO et al., Proceedings of the National Academy of Sciences - TurboID proximity labeling and proteomics identify KIAP4 as the canonical member of a conserved Adhesion Related NTPase-like Domain (ARND) family that localizes to the Leishmania adhesion plaque. KIAP4 deletion disrupts haptomonad adhesion and prevents stomodeal valve colonization in sand flies. Key terms: Leishmania, adhesion, KIA...

Sandin MM et al., Proceedings of the National Academy of Sciences - Molecular clocks and diversification models applied to a 75,975-OTU rDNA dataset, including long-read environmental sequences and 77 fossil calibrations, indicate crown-group eukaryotes diversified steadily from the mid‑Proterozoic with Archaeplastida dominating early diversity. Key terms: eukaryote evolution, Proterozoic diversif...

Barna LS et al., Human Genetics and Genomics Advances - We summarize a psychometric validation of the EAGL measure using US adult online samples. The study produced a validated 17-item EAGL-short that captures three core genetic literacy constructs and can be used to assess and target genetic communication and education. Key terms: genetic literacy, EAGL, psychometrics, knowledge comprehension, au...

Ait Oumelloul M et al., Human Genetics and Genomics Advances - Untargeted plasma metabolomics (1,930 features) in 1,244 participants of the Swiss HIV Cohort Study were paired with genome-wide genotypes to map genetic influences on metabolite levels, test colocalization with eQTLs, and apply Mendelian randomization to probe causal links with aging-related biomarkers and diseases. Key terms: HIV, me...

Simpson RC et al., Trends in Genetics - This forum reviews evidence that host genetic variants associated with metabolic disease often overlap with loci that shape gut microbiome composition and function. Examples include LCT/MCM6 linking Bifidobacterium to reduced T2D risk, defensin locus variants affecting DEFA26 and Akkermansia abundance, and rs7133214 associating with HbA1c. The authors outlin...

Guo K et al., Cell Genomics - ProtoCloud is a self-explaining deep generative model that embeds single cells around cell-type-specific prototypes to deliver accurate, uncertainty-aware cell type annotation and gene-level explanations from raw UMI counts. Key terms: single-cell, explainable AI, prototypical models, cell type annotation, uncertainty estimation. Study Highlights: ProtoCloud achieves...

Staklinski SJ et al., Cell Genomics 6, 101193 (2026) - This episode explores BEAM, a Bayesian framework built on BEAST 2 that jointly infers cell-lineage phylogenies and tissue-migration graphs from CRISPR-based lineage-tracing data. The method quantifies uncertainty, improves reconstruction versus parsimony-based approaches, and supports Bayes-factor hypothesis testing of migration models. Applic...

Cox RM et al., Cell Genomics 6, 101254 - Cox et al. reconstruct a conserved protein interaction network for the last eukaryotic common ancestor using >26,000 mass spectrometry experiments across 31 species and demonstrate how the ancient interactome predicts and explains modern human disease mechanisms. Key terms: LECA, protein interactome, co-fractionation mass spectrometry, ciliopathy, V-ATPa...

Aguirre M et al., Cell Genomics - Aguirre et al. use simulated gene regulatory networks and a linear structural equation model to show how sparsity, modularity, and hub regulators shape the genome-wide distribution of cis- and trans-heritability of gene expression. Their results indicate gene expression is less polygenic but more pleiotropic than previously thought. Key terms: gene regulatory netw...

Rodriguez-Algarra F et al., Cell Genomics - This episode examines a large-scale analysis of germline ribosomal DNA (rDNA) variation in ~500,000 UK Biobank genomes that identifies high-confidence rDNA SNVs and indels associating with human complex traits, notably a cluster in the 28S expansion segment ES15L linked to body-size measures. Key terms: ribosomal DNA, rRNA variants, UK Biobank, ES15L exp...

Schaff DL et al., Cell Genomics - Schaff et al. use multi-treatment clonal tracing combined with single-cell RNA-seq to show that rare, pre-existing transcriptional states in melanoma predict resistance to diverse therapies and that high CD44 marks cells with multi-treatment tolerance. Key terms: melanoma, CD44, clonal tracing, scRNA-seq, drug resistance. Study Highlights: Using high-throughput le...

Real TD et al., Cell Genomics - This episode examines a long-read sequencing study that resolves the complex NOTCH2NL segmental duplications on human chromosome 1, traces independent duplications in apes, documents gene conversion and structural variation across human haplotypes, and maps paralog-specific regulatory elements using Fiber-seq and long-read transcriptomics in brain organoids. Key ter...

Hawkins AG et al., Cell Genomics - This episode summarizes Hawkins et al.'s presentation of the Single-Cell Pediatric Cancer Atlas (ScPCA) Portal, a publicly available resource that provides uniformly processed sc/snRNA-seq data and standardized metadata for pediatric tumors. The Portal hosts summarized expression data for over 700 samples across 55 pediatric cancer types, downloadable as SingleCe...

Felici B et al., Cell Genomics - A concise review of how post-GWAS methods are being used to move from statistical associations to translational insights by integrating drug-target prioritization, single-cell resolution of regulatory mechanisms, and imaging-derived organ phenotypes. Key terms: GWAS, drug discovery, single-cell, imaging genetics, polygenic scores. Study Highlights: This review synt...

Garcia-Salinas OI et al., The American Journal of Human Genetics - Garcia-Salinas et al. develop a bioinformatic pipeline to recover early parental postzygotic mutations (PZMs) from standard-depth (~30×) trio WGS and apply it to 12,015 rare-disease trios, producing a catalog of 1,015 high-confidence autosomal parental PZMs and assessing their genomic features and clinical relevance. Key terms: par...

Kapoor RR et al., PNAS - A systematic screen of 319 arthropod genomes reveals genes formed by in‑frame fusion of horizontally transferred nonmetazoan sequences with endogenous metazoan regions. Many of these HGT-chimeras are transcribed, conserved, and show coherent domain architectures, implicating them in diverse biological processes. Key terms: horizontal gene transfer, gene fusion, arthropods,...

PNAS - This episode breaks down a PNAS study that identifies a druggable pocket in the ERG transcription factor PNT domain and describes PBITE-1, a small-molecule probe that binds this pocket to inhibit ERG-driven prostate cancer models. Key terms: ERG, PNT domain, PBITE-1, prostate cancer, small-molecule inhibitor. Study Highlights: The authors show that TMPRSS2:ERG-positive prostate cancer cells...