41. Harnessing skull immunity for brain drug delivery.
Therapeutic delivery to the brain after stroke is limited by the blood-brain barrier. In this issue of Cell, Gao et al. bypass this obstacle by harnessing skull bone marrow immune cells to deliver drug-loaded nanoparticles to injured brain regions, improving outcomes and revealing a feasible translational strategy for targeted CNS therapy.
42. CLIM-TIME links genetic cancer drivers to immune landscapes.
Immunotherapy resistance is associated with immune-privileged microenvironments, yet the interacting role of tumor-intrinsic genetics remains unclear. In this issue of Cell, Wang et al. introduce CLIM-TIME, a spatially resolved in vivo CRISPR screening platform linking loss of tumor suppressor genes to distinct metastatic immune architectures and divergent responses to immunotherapy.
43. Deltaviruses spread through a viral Trojan Horse.
作者: Joe McKellar.;Aurélien Fouillen.;Sébastien Lyonnais.;Marie-Pierre Blanchard.;Florian Seigneuret.;Antonio Trullo.;Zoé Denis.;Roni Sleiman.;Brandon Le Bon.;Laurence Berry.;Lorena Kumarasinghe.;Jules Bouget.;Arinya Apostel.;Maria Bacia-Verloop.;Sylvain De Rossi.;Yasmine Messaoud-Nacer.;Sophie Colomb.;Solange Desagher.;Isabelle K Vila.;Nadine Laguette.;Sébastien Granier.;Hugues de Rocquigny.;Raphael Gaudin.;Valérie Courgnaud.;Irina Gutsche.;Jussi Hepojoki.;Karim Majzoub.
来源: Cell. 2026年
Hepatitis D-like satellite viruses, known as deltaviruses, have been recently discovered in a wide range of animals. These viruses are thought to expropriate glycoproteins from helper viruses to form infectious particles. Here, we challenge this paradigm and demonstrate that deltaviruses are packaged within helper virus particles, using them as viral Trojan Horses for cell entry. By leveraging orthogonal electron and optical super-resolution microscopy, we visualize deltaviruses enclosed within virions from rhabdo-, herpes-, and arenavirus families. We show that this conserved hitchhiking mechanism ensures concomitant deltavirus-helper virus spread, thereby promoting the dissemination of deltaviruses, broadening their host range, and expanding their tropism. Our findings reveal a previously unrecognized mode of viral transmission, providing a framework to investigate overlooked deltavirus infections outside of the human liver.
44. Dynamics of natural selection preceding human viral epidemics and pandemics.
作者: Jennifer L Havens.;Sergei L Kosakovsky Pond.;Jordan D Zehr.;Jonathan E Pekar.;Edyth Parker.;Michael Worobey.;Kristian G Andersen.;Joel O Wertheim.
来源: Cell. 2026年
Using a phylogenetic framework to characterize natural selection, we investigate the hypothesis that zoonotic viruses require adaptation prior to zoonosis to sustain human-to-human transmission. Examining the zoonotic emergence of Ebola virus, Marburg virus, mpox virus, influenza A virus, and SARS-CoV-2, we find no evidence of a change in selection intensity immediately prior to outbreaks in humans compared with typical selection within reservoir hosts. We found a change in selection on SARS-CoV in an intermediate host. We conclude that extensive pre-zoonotic adaptation is not necessary for human-to-human transmission of zoonotic viruses. In contrast, the reemergence of H1N1 influenza A virus in 1977 was preceded by a shift in selection intensity, consistent with the hypothesis of passage in a laboratory setting. Holistic phylogenetic analysis of selection regimes can be used to detect evolutionary signals of host switching or laboratory passage, providing insight into the circumstances of past and future viral emergence.
45. Selective targeting of endothelial and perivascular angiocrine ROCK2 treats liver fibrosis.
作者: Yan Hu.;Biao Yang.;Chengju Xiao.;Xinchun Yang.;Hua Zhang.;Pengbo Yang.;Xiao Du.;Guixiang Zhang.;Beibei Liang.;Nan Bai.;Daoguang Zhang.;Dongbo Wu.;Qinghua Luo.;Yangjing Teng.;Yumeng Chen.;Zhiqing Guo.;Chengjian Zhao.;Tinghong Ye.;Dong Chai.;Xiaolong Qi.;Weiting Zhong.;Jie Chen.;Haohao Dong.;Jinhang Gao.;Huanhuan He.;Junlei Chang.;Xuri Li.;Liang Peng.;Shahin Rafii.;Scott L Friedman.;Cheng Yi.;Yun Cai.;Yanping Zhao.;Hongjun Wang.;Chen Wang.;Zhongwei Cao.;Bi-Sen Ding.
来源: Cell. 2026年
Liver fibrosis is a prominent pathological process contributing to death from hepatic diseases, including metabolic dysfunction-associated steatohepatitis (MASH). There is limited treatment for liver fibrosis. Here, we find that upregulation of Rho-associated coiled-coil containing kinase 2 (ROCK2) in liver endothelial cells (ECs) and perivascular hepatic stellate cells (HSCs) causes vascular niche dysfunction and triggers pro-fibrotic angiocrine signaling. Based on the vascular druggable target ROCK2, we developed its selective inhibitor showing anti-fibrotic potency in preclinical models and human patients. The ROCK2-selective inhibitor TDI01 restored vascular phenotype and alleviated fibrosis in rodent and minipig MASH models. A phase 1 clinical trial (ChiCTR2200058868) of TDI01 demonstrated its favorable pharmacokinetics and safety in humans. An extended clinical trial (ChiCTR2400082056) showed a trend toward reducing liver fibrosis in five of six patients after TDI01 treatment. Thus, we discover vascular ROCK2 as a pro-fibrotic target, and development of an inhibitor selectively targeting angiocrine ROCK2 may provide a treatment of liver fibrosis in human patients.
46. β-hydroxybutyrate enhances the metabolic fitness of CAR T cells in cancer.
作者: Shan Liu.;Puneeth Guruprasad.;Ranjani Ramasubramanian.;Bhoomi Madhu.;Luca Paruzzo.;Kecheng Han.;Andre Kelly.;Alexander Shestov.;He N Xu.;Alberto Carturan.;Chaoting Zhou.;Kevin R Amses.;Amichay Afriat.;Lev Litichevskiy.;Jason Lin.;Ezra Dubowitz.;Neil Tangal.;Jing Zhang.;Alana McSween.;Melody Tan.;Federico Stella.;Andrew Lee.;Siena Nason.;Xianxin Hua.;Michael Schneider.;Madeleine Sleeman.;Yunlin Zhang.;Giulia Gabrielli.;Ziqi Yang.;Raymone Pajarillo.;Ruchi Patel.;Guido Ghilardi.;Vrutti Patel.;Akshita Joshi.;Shunzhou Jiang.;Yanqing Jiang.;Patrizia Porazzi.;Julia C Tchou.;Brian Keith.;Mingyao Li.;Elise Chong.;Stephen J Schuster.;Michael Milone.;Joshua Rabinowitz.;Roddy S O'Connor.;Christoph A Thaiss.;Maayan Levy.;Marco Ruella.
来源: Cell. 2026年189卷6期1701-1716.e24页
The influence of lifestyle factors, such as diet, on the effectiveness of T cell-mediated cancer immunotherapies remains unclear. Here, we demonstrate that the ketogenic diet (KD)-induced ketone metabolite β-hydroxybutyrate (BHB) augments chimeric antigen receptor (CAR) T cell function across multiple preclinical cancer models. Mechanistically, BHB supports the tricarboxylic acid (TCA) cycle in CAR T cells, driving oxidative phosphorylation and energy generation. This metabolic enhancement is associated with CAR T cell proliferation and cytokine production, thereby leading to superior tumor control. Furthermore, BHB induces global transcriptional and epigenetic reprogramming in activated CAR T cells, which promotes an enhanced effector and metabolic profile. Lastly, in a prospective cohort of healthy volunteers, administration of BHB enhanced peripheral T cell oxygen consumption, mitochondrial membrane potential, and ATP production. Our results suggest that metabolite intervention via BHB supplementation is a promising, readily implementable strategy to improve adoptive T cell function against various cancers.
47. Light-directed evolution of dynamic, multi-state, and computational protein functionalities.
作者: Vojislav Gligorovski.;Marco Labagnara.;Lorenzo Scutteri.;Marius Blackholm.;Andreas Möglich.;Nahal Mansouri.;Sahand Jamal Rahi.
来源: Cell. 2026年189卷6期1636-1655.e12页
Evolving dynamic, multi-state, and computational protein functionalities is challenging because it requires selection pressure on all the states of a protein of interest (POI) and the transitions between them. To create a continuous directed evolution paradigm for such properties, we genetically engineered budding yeast for optogenetic input to switch a POI "on" and "off," which, in turn, controls a Cdk1 cyclin that is essential for one cell-cycle stage but detrimental for another. The method, "optovolution," generates dynamic selection pressure on POI cycling at the timescale of tens of minutes. We used it to evolve 19 new variants of the LOV transcription factor El222, including in vivo green-light-responsive variants allowing LOV color-multiplexing. Evolving the PhyB-Pif3 optogenetic system, we discovered that loss of YOR1 makes supplementing phycocyanobilin (PCB) unnecessary. Finally, we demonstrated the generality of the method by evolving a non-light-responsive AND gate (PEST-rtTA). Optovolution makes difficult-to-engineer protein functionalities continuously evolvable.
48. Metabolite-gated vascular contractility switch: OXGR1 activation mechanism enables agonist therapy for rosacea erythema.
作者: Wenqin Xiao.;Yan Zhu.;Xinjie Tang.;Kongkai Zhu.;Weifeng Zhang.;Mengting Chen.;Kui Cai.;San Xu.;Zheng Wu.;Mei Wang.;Jiayi Liu.;Linglong Long.;Zixin Tan.;Aike Wu.;Songqi Zhou.;Zhixiang Zhao.;Yan Tang.;Yingxue Huang.;Ben Wang.;Fangfen Liu.;Qian Wang.;Fan Yang.;Dan Jian.;Wei Shi.;Hongfu Xie.;Xiang Chen.;Lulu Guo.;Zhili Deng.;Jinpeng Sun.;Ji Li.
来源: Cell. 2026年189卷7期1990-2006.e30页
Rosacea, an inflammatory skin disorder, poses a dilemma owing to limited effectiveness of treatments for pathological vasodilation-mediated erythema. Here, we identify oxoglutaric acid (α-KG) as a rosacea-associated metabolite elevated in patients and correlated with erythema severity. Exogenous α-KG administration ameliorates rosacea-like manifestations in murine models. Mechanistically, α-KG activates OXGR1, a vascular smooth muscle cell (VSMC)-enriched G protein-coupled receptor (GPCR) to induce Gq signaling and enhance MYL9 phosphorylation, promoting VSMC contraction and limiting vasodilation. Cryo-electron microscopy (cryo-EM) structures of OXGR1-Gq complexes bound to α-KG or itaconate reveal a specific bipartite-acid pocket recognizing its endogenous agonist and an activation mechanism distinct from classical GPCRs. Building on these structures, we developed A-1, a synthetic selective OXGR1 agonist that mitigates erythema and inflammation with efficacy comparable to first-line therapy while offering enhanced safety in rosacea-like models. These findings link a metabolite to vascular dysfunction and nominate OXGR1 agonism for precision treatment of erythema and vascular disorders.
49. Genetically encoded fluorescent reporters to visualize α-synuclein pathology in live brain.
作者: Li Zhang.;Minhui Yu.;Guoqing Chen.;Siyuan Ge.;Mengdi Wang.;Xianying Zhang.;Miao Zhao.;Huating Gu.;Meizhu Huang.;Aixue Liu.;Gengxin Ran.;Zeyuan Liu.;Tiepeng Liao.;Qi Chen.;Chenjian Miao.;Yao Lu.;Yibing Wang.;Fengchao Wang.;Zhihui Liu.;Hongying Zhu.;Qian Wu.;Zhuan Zhou.;Wei Xiong.;Xiaoqun Wang.;Peng Cao.
来源: Cell. 2026年189卷7期2108-2127.e21页
Lewy bodies, a pathological hallmark of Parkinson's disease, are α-synuclein-enriched cytoplasmic inclusions that drive progressive neurodegeneration. A long-standing yet unmet goal has been the visualization of α-synuclein (α-Syn) inclusions in live brain and measurements of their pathological effects on individual neurons. Here, we developed genetically encoded reporters and knock-in mouse lines to achieve this goal. The reporters exhibited a 5-fold increase in fluorescence upon incorporation into α-Syn inclusions. They reliably reflected α-Syn inclusion propagation in the cortex of awake mice. Coupled with Ca2+ imaging and whole-cell recording, the reporters enabled measurement of the pathological effects of inclusions on neuronal activity and synaptic function. They could be selectively targeted to specific neuronal subtypes, facilitating measurement of the pathological effects on transcriptomes and metabolomes at the single-cell level. In live-cell imaging, the reporters helped identify inhibitors of α-Syn inclusion formation. Collectively, these genetically encoded reporters support multiple applications to study α-Syn inclusions in live brain.
50. Restoring circadian rhythms in the hypothalamic paraventricular nucleus reverses aging biomarkers and extends lifespan in male mice.
作者: Haijiao Zhao.;Meimei Liao.;Ran Huo.;Ting He.;Hongni Tian.;Zeqi Li.;Chen Chen.;Ziqing Yu.;Juan Chai.;Xiaocui Song.;Ruichao Shao.;Shuhua Ying.;Wen Gao.;Ling Liu.;Di Sang.;Qi Li.;Haohong Li.;Fengchao Wang.;Dapeng Ju.;Eric Erquan Zhang.
来源: Cell. 2026年189卷7期2007-2023.e20页
Age-related circadian disruptions accelerate physiological decline and shorten lifespan. Enhancing circadian amplitude has emerged as a promising strategy for ameliorating age-associated disorders. Here, we show that the circadian-phase-optimized administration of 3'-deoxyadenosine (3dA) strengthens circadian amplitude in hypothalamic paraventricular nucleus (PVN) neurons, mitigates aging biomarkers, and extends mouse lifespan. 3dA restores clock synchrony and hormonal rhythms, including corticosterone, and reduces epigenetic age as measured by DNA methylation clocks. Transcriptomic, hormonal, and epigenetic profiling reveal robust increases in PVN circadian amplitude following timed 3dA administration, and the PVN-specific knockout of RuvB-like ATPase 2 (Ruvbl2) establishes its genetic necessity by abolishing 3dA's benefits. Similarly, chemogenetic PVN activation reproduces 3dA's metabolic and physiological benefits. These findings identify the PVN clock as a pharmacological node linking circadian amplitude to organismal aging, suggest that targeting RUVBL2-dependent circadian transcription enhances network synchrony, and indicate that circadian interventions are promising therapeutic candidates for delaying aging and improving healthspan in aged male mice.
51. Efficient amyloid-β degradation in Alzheimer's disease using SPYTACs.
作者: Fei Teng.;Jing Liu.;Tongtong Cui.;Xiangtian Tan.;Kailun Liu.;Zongren Hou.;Li Zhou.;Yuanzhi Xie.;Rongqi Li.;Da Li.;Bojin Li.;Dongmei Wang.;Qi Zhou.;Baoyang Hu.;Wei Li.
来源: Cell. 2026年189卷7期1923-1941.e26页
Clearance of aberrant cerebral amyloid-β (Aβ) deposits represents a promising therapeutic strategy for Alzheimer's disease (AD), yet current anti-Aβ immunotherapy raises safety concerns due to frequent adverse effects. Extracellular targeted protein degradation (eTPD) offers an approach for safe and efficient clearance of disease-causing proteins. Here, we develop a next-generation eTPD platform, synthetic peptide-programmed lysosome-targeting chimeras (SPYTACs), using entirely synthesized bispecific peptides. Leveraging low-density lipoprotein receptor-related protein 1 (LRP1), SPYTACs effectively facilitate targeted degradation of extracellular proteins and enable transcytosis across the blood-brain barrier. In vivo administration of SPYTACs effectively reduces peripheral and cerebral Aβ burden, attenuates synapse loss, and improves cognitive function in 5×FAD mice at both prodromal and symptomatic stages. Notably, SPYTAC treatment shows fewer side effects, including intracerebral hemorrhage and inflammation, compared with conventional immunotherapies. The high modularity and genetic encodability enable SPYTACs to target customized disease-causing proteins, underscoring their therapeutic versatility and translational promise across diverse diseases driven by pathogenic proteins.
52. High-resolution in situ structures of hantavirus glycoprotein tetramers.
作者: Luqiang Guo.;Elizabeth McFadden.;Megan M Slough.;E Taylor Stone.;Jacob Berrigan.;Eva Mittler.;Kiara Hatzakis.;Troy Hinkley.;Heather S Kain.;Zunlong Ke.;Nikole L Warner.;Jesse H Erasmus.;Kartik Chandran.;Jason S McLellan.
来源: Cell. 2026年
New World hantaviruses cause severe infections in humans. Previous structural studies have advanced our understanding of hantavirus glycoprotein architecture; however, the lack of high-resolution structures of the glycoprotein tetramer and its lattice organization has limited mechanistic insights into viral assembly and entry. Here, we leveraged a virus-like particle (VLP) system to establish a cryo-electron microscopy workflow for lattice-forming viral glycoproteins. This enabled the determination of a 2.35 Å resolution structure of the membrane-embedded Andes virus (ANDV) glycoprotein tetramer as well as the structures of dimers of tetramers and a complex with antibody ADI-65534. These structures reveal previously uncharacterized features of glycoprotein organization, stability, and pH sensing. The immunization of mice with self-amplifying replicon RNA (repRNA) encoding ANDV-VLPs elicited high levels of glycoprotein-binding antibodies but equivalent titers of neutralizing antibodies compared with the repRNA-encoded native ANDV glycoprotein complex. These findings advance our understanding of hantavirus glycoprotein assemblies, laying a foundation for structure-based vaccine design.
53. Citrate clearance is a major function of aconitase 2 in the canonical TCA cycle.
作者: Abigail Xie.;Julia S Brunner.;Sangita Chakraborty.;Angela M Montero.;Anna E Bridgeman.;Katrina I Paras.;Ruobing Cui.;Maider Fagoaga-Eugui.;Monika Komza.;Paige K Arnold.;Benjamin T Jackson.;Santiago Noriega Madrazo.;Mohamed I Atmane.;Sebastian E Carrasco.;Lydia W S Finley.
来源: Cell. 2026年
The tricarboxylic acid (TCA) cycle couples nutrient oxidation with the generation of reducing equivalents that power oxidative phosphorylation. Nevertheless, the requirement for components of the TCA cycle is context-specific, raising the question of which TCA cycle outputs support cell fitness. Here, we demonstrate that citrate clearance is an essential function of the TCA cycle. As citrate production increases, so do TCA cycle activity and dependence upon aconitase 2 (ACO2), the enzyme that initiates citrate catabolism in the TCA cycle. Disrupting citrate catabolism activates the integrated stress response and impairs cell fitness, and these effects are reversed by preventing citrate production or promoting mitochondrial citrate efflux. In vivo, ACO2 deficiency induces citrate accumulation and triggers tubular degeneration in the kidney, a tissue that physiologically takes up circulating citrate. Thus, intracellular citrate accumulation can be a metabolic liability, and citrate clearance is a major function of ACO2 in the TCA cycle.
54. Pyruvate is a natural suppressor of interferon signaling by inducing STAT1 protein pyruvylation.
作者: Yibo Zuo.;Qin Wang.;Wanying Tian.;Xinhe Wang.;Zhijin Zheng.;Wei He.;Renxia Zhang.;Qian Zhao.;Ying Miao.;Yukang Yuan.;Tingting Zhang.;Qun Cui.;Yuerong Zhang.;Chunyan Liu.;Haiyan Zhou.;Hui Zheng.
来源: Cell. 2026年189卷7期1975-1989.e19页
Glycolysis is a central metabolic pathway that converts glucose into pyruvate. Although pyruvate has been well documented to be a key and terminal metabolite of glycolysis with both energetic and biosynthetic roles, its non-metabolic functions remain unexplored. Here, we report a pyruvate-mediated protein post-translational modification (PTM), protein pyruvylation. We reveal that high glucose-upregulated glycolysis promotes signal transducer and activator of transcription 1 (STAT1) pyruvylation at Lys201 (K201), which blocks STAT1 and signal transducer and activator of transcription 2 (STAT2) interaction, thus suppressing type I interferon (IFN-I) signaling and antiviral immune activity. Consequently, STAT1-K201R knockin mice exhibit enhanced IFN-I antiviral immunity. Importantly, high glucose promotes STAT1 pyruvylation and attenuates immune response to either virus infection or IFN-I treatment in humans. This study identifies the protein pyruvylation modification, reveals a non-metabolic function of the metabolite pyruvate, and provides insights into how high glucose impairs IFN-I antiviral immunity through pyruvate, offering strategies to improve IFN-I immune activity for both preventing and treating viral infections.
55. The MicrobeAtlas database: Global trends and insights into Earth's microbial ecosystems.
作者: João Frederico Matias Rodrigues.;Janko Tackmann.;Lukas Malfertheiner.;David Patsch.;Eugenio Perez-Molphe-Montoya.;Nicolas Näpflin.;Daniela Gaio.;Gregor Rot.;Mihai Danaila.;Matteo Eustachio Peluso.;Marija Dmitrijeva.;Thomas Sebastian Benedikt Schmidt.;Christian von Mering.
来源: Cell. 2026年189卷7期2092-2107.e17页
Environmental DNA sequencing has revolutionized our understanding of microbial diversity and ecology. Microbiomes have now been sequenced across the entire planet-from the deep subsurface to the mountaintops-covering a myriad of hosts, biomes, and conditions. Yet, the diversity of sequencing and processing strategies hampers universal insights. MicrobeAtlas unifies more than two million microbiome samples in a single resource, harmonized to facilitate discoveries across technologies. Communities are hierarchically quantified at adjustable small subunit rRNA marker gene resolution and feature detailed metadata, including rich geographic information. Connections to the genome, phenotype, and ecological resources enable multimodal insights. Microbial lineages can be reliably tracked across environments, including a "long tail" of rare, uncharacterized species. Recurring community structures and geographic preferences become apparent, and global, taxonomy-specific generalism trends emerge. With MicrobeAtlas (www.microbeatlas.org), known and newly described species and communities can readily be placed into their ecological context, taking full advantage of earlier work.
56. Vitamin B2 and B3 nutrigenomics reveals a therapy for NAXD disease.
作者: Ankur Garg.;Skyler Y Blume.;Helen Huynh.;Alec M Barrios.;Onurkan O Karabulut.;Qian Zhao.;Ayush D Midha.;Adam W Turner.;B Vittorio Resnick.;Xuewen Chen.;Ayushi Agrawal.;JaeYeon Kim.;Liuji Chen.;Qitao Ran.;Alison M Ryan.;Reece C Larson.;Mina Negahban.;Sophia C K Nelson.;Andrew C Yang.;Michela Traglia.;Reuben Thomas.;Ramon Sun.;Mercedes Paredes.;M Ryan Corces.;Hening Lin.;Isha H Jain.
来源: Cell. 2026年
Vitamins are essential metabolites that must be obtained from external sources. In modern times, they have become widely available, leading to their ad hoc consumption. We developed a nutritional genomics framework to systematically identify monogenic diseases responsive to micronutrient modulation. Genome-wide CRISPR screens under varying vitamin B2 and B3 levels revealed dozens of candidate disease genes amenable to rescue by individual vitamins. In the vitamin B3 screen, NAD(P)HX dehydratase (NAXD) was the top hit; this enzyme repairs an aberrant, hydrated form of NADH (6-hydroxy-1,4,5,6-tetrahydronicotinamide-adenine dinucleotide [NADHX]), and its loss causes severe neurodevelopmental disease. In our Naxd knockout (KO) mouse, we observed NADHX accumulation, NAD+ depletion, and impaired serine biosynthesis in neonatal KO brains. Spatial metabolomics, single-nuclei RNA sequencing (snRNA-seq), and histology pinpointed cortical and brain endothelial cell vulnerability. Low-vitamin B3 diets accelerated pathology, whereas vitamin B3 supplementation extended lifespan by more than 40-fold. These findings establish a nutritional genomics framework and demonstrate the therapeutic potential of precision vitamin interventions.
57. Large-scale proteomics across neurological disorders uncovers biomarker panel and targets in multiple sclerosis.
作者: Jakob Maximilian Bader.;Christine Makarov.;Sabrina Richter.;Maximilian Thomas Strauss.;Friederike Held.;Maria Wahle.;Michael Baggio Lorenz.;Lara Pöschl.;Patricia Skowronek.;Marvin Thielert.;Achim Berthele.;Wen-Feng Zeng.;Constantin Ammar.;Isabell Bludau.;Benjamin Schubert.;Fabian J Theis.;Christiane Gasperi.;Bernhard Hemmer.;Matthias Mann.
来源: Cell. 2026年189卷7期2128-2147.e25页
Cerebrospinal fluid (CSF) is central to neurological diagnostics, yet biomarkers are lacking for many clinical needs. To enable its large-scale proteomic characterization, we developed a high-throughput mass spectrometry workflow quantifying approximately 1,500 proteins per CSF sample across 5,000 individuals, covering a spectrum of neurological disorders. This revealed proteomic alterations associated with blood-CSF barrier impairment, age, and sex, enabling deconvolution of shared and disease-specific signatures. We then focused on multiple sclerosis (MS), using an improved analytical technology that quantified 2,100 proteins per sample. From these data, we derived a 22-protein panel that distinguished MS from related inflammatory diseases and outperformed established markers in challenging cases. A targeted mass spectrometry assay using isotope-labeled standards validated this panel in an independent cohort, offering a clinically compatible format. Additionally, we highlight proteins of therapeutic interest and demonstrate proteome-based staging of individuals along the relapsing-progressive MS spectrum, which correlates with clinical outcomes.
58. Nuclear speckles enable processing of RNA from GC-rich isochores.
作者: Michał Małszycki.;Lisa Martina.;İbrahim Avşar Ilık.;Daniela Salgado Figueroa.;Nirmalya Dasgupta.;Menşura Feray Çoşar.;Keun-Tae Kim.;Gil Carraco.;Beatrix Fauler.;David Meierhofer.;Thorsten Mielke.;Hiroo Imai.;Cantaş Alev.;Ferhat Ay.;Tuğçe Aktaş.
来源: Cell. 2026年189卷7期2024-2039.e25页
Nuclear speckles are conserved, membrane-less organelles linked to various post-transcriptional processes. Here, we examined their roles in human cells by engineered, acute removal of SON and SRRM2, two conserved speckle core components characterized by intrinsically disordered regions (IDRs). Their removal results in a significant downregulation of GC-rich genes with short introns clustered within GC-rich isochores, caused by inefficient and chaotic splicing; in contrast, the expression or splicing of genes outside these isochores remains unaffected. Comparative analysis across eukaryotes, from fungi to mammals, reveals that both GC-rich isochores and speckles are found exclusively in amniotes; moreover, the IDRs of SON have undergone notable expansion in the latter. Together, these findings suggest that the expansion of IDRs in vertebrates facilitated an increase in GC content by creating a condensate essential for splicing the by-products of this process: GC-rich, leveled exon-intron architectures.
59. Whole-organ and whole-body 3D atlases enable cellome-wide profiling.
作者: Shota Y Yoshida.;Katsuhiko Matsumoto.;Satoshi Takagi.;Fukuaki L Kinoshita.;Katsunari Yamashita.;Daichi Shigeta.;Yoshichika Yoshioka.;Tetsuo Ushiku.;Eiichi Morii.;Etsuo A Susaki.;Hiroki R Ueda.
来源: Cell. 2026年189卷6期1836-1853.e19页
Recent advancements in tissue clearing and light-sheet fluorescence microscopy have enabled whole-organ/body-scale analysis at single-cell resolution. However, comprehensive bioinformatics resources like digitized whole-cellome maps, analogous to whole-genome sequencing, remain limited. Here, we present the CUBIC Organ/Body Atlas, a set of three-dimensional single-cell-resolution references for eleven adult mouse organs and a neonatal whole-mouse body. To generate this atlas, we optimized tissue clearing protocols and developed exMOVIE, an imaging system achieving sufficient working distance and axial resolution for organ-/body-wide three-dimensional imaging and subsequent cell nuclei detection. The atlas facilitates comparative analysis among multiple samples at single-cell resolution, allowing for applications in organ development studies, disease state analysis, and whole-body immune cell profiling with three-dimensional immunostaining. Thus, the CUBIC Organ/Body Atlas contributes to establishing a common cellomics workflow, advancing our systems-level understanding of organisms in physiological, developmental, and pathological processes.
60. LUMI-lab: A foundation model-driven autonomous platform enabling discovery of ionizable lipid designs for mRNA delivery.
作者: Yue Xu.;Haotian Cui.;Kuan Pang.;Gen Li.;Fanglin Gong.;Songtao Dong.;Bo Wang.;Bowen Li.
来源: Cell. 2026年189卷6期1620-1635.e25页
Integrating AI with robotics offers a promising approach to molecular discovery and optimization, enabling efficient exploration of vast chemical spaces. However, its application in emerging fields is often constrained by sparse historical data. Here, we introduce LUMI-lab, a self-driving platform that integrates a transformer-based foundation model with an active-learning experiment workflow to address the challenges of data scarcity. To demonstrate its potential, LUMI-lab autonomously synthesized and screened over 1,700 lipid nanoparticles (LNPs), identifying ionizable lipids with enhanced mRNA transfection potency in human bronchial cells. It discovered brominated lipid tails as a feature that improves mRNA delivery. Intratracheal administration of LNPs formulated with LUMI-6, the top-performing lipid, to mice achieved 20.3% gene editing efficacy in lung epithelial cells. These findings demonstrate LUMI-lab as a powerful, data-efficient platform for autonomous discovery and optimization of molecules, highlighting the potential of AI-driven robotic systems to advance next-generation RNA delivery technologies.
|