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1.
Cell ; 186(10): 2078-2091.e18, 2023 05 11.
Article in English | MEDLINE | ID: mdl-37172562

ABSTRACT

Neural tube (NT) defects arise from abnormal neurulation and result in the most common birth defects worldwide. Yet, mechanisms of primate neurulation remain largely unknown due to prohibitions on human embryo research and limitations of available model systems. Here, we establish a three-dimensional (3D) prolonged in vitro culture (pIVC) system supporting cynomolgus monkey embryo development from 7 to 25 days post-fertilization. Through single-cell multi-omics analyses, we demonstrate that pIVC embryos form three germ layers, including primordial germ cells, and establish proper DNA methylation and chromatin accessibility through advanced gastrulation stages. In addition, pIVC embryo immunofluorescence confirms neural crest formation, NT closure, and neural progenitor regionalization. Finally, we demonstrate that the transcriptional profiles and morphogenetics of pIVC embryos resemble key features of similarly staged in vivo cynomolgus and human embryos. This work therefore describes a system to study non-human primate embryogenesis through advanced gastrulation and early neurulation.


Subject(s)
Neural Tube Defects , Neurulation , Tissue Culture Techniques , Animals , Humans , Blastocyst , Embryo, Mammalian , Embryonic Development , Macaca fascicularis , Neural Tube Defects/genetics , Neural Tube Defects/pathology , Tissue Culture Techniques/methods
2.
Cell ; 185(15): 2756-2769, 2022 07 21.
Article in English | MEDLINE | ID: mdl-35868278

ABSTRACT

For decades, insight into fundamental principles of human biology and disease has been obtained primarily by experiments in animal models. While this has allowed researchers to understand many human biological processes in great detail, some developmental and disease mechanisms have proven difficult to study due to inherent species differences. The advent of organoid technology more than 10 years ago has established laboratory-grown organ tissues as an additional model system to recapitulate human-specific aspects of biology. The use of human 3D organoids, as well as other advances in single-cell technologies, has revealed unprecedented insights into human biology and disease mechanisms, especially those that distinguish humans from other species. This review highlights novel advances in organoid biology with a focus on how organoid technology has generated a better understanding of human-specific processes in development and disease.


Subject(s)
Models, Biological , Organoids , Animals , Humans
3.
Cell ; 185(20): 3770-3788.e27, 2022 09 29.
Article in English | MEDLINE | ID: mdl-36179669

ABSTRACT

Realizing the full utility of brain organoids to study human development requires understanding whether organoids precisely replicate endogenous cellular and molecular events, particularly since acquisition of cell identity in organoids can be impaired by abnormal metabolic states. We present a comprehensive single-cell transcriptomic, epigenetic, and spatial atlas of human cortical organoid development, comprising over 610,000 cells, from generation of neural progenitors through production of differentiated neuronal and glial subtypes. We show that processes of cellular diversification correlate closely to endogenous ones, irrespective of metabolic state, empowering the use of this atlas to study human fate specification. We define longitudinal molecular trajectories of cortical cell types during organoid development, identify genes with predicted human-specific roles in lineage establishment, and uncover early transcriptional diversity of human callosal neurons. The findings validate this comprehensive atlas of human corticogenesis in vitro as a resource to prime investigation into the mechanisms of human cortical development.


Subject(s)
Cerebral Cortex , Organoids , Cell Differentiation , Cerebral Cortex/metabolism , Humans , Neurogenesis , Neurons , Organoids/metabolism
4.
Cell ; 184(15): 4064-4072.e28, 2021 07 22.
Article in English | MEDLINE | ID: mdl-34133942

ABSTRACT

Transcription initiation requires assembly of the RNA polymerase II (Pol II) pre-initiation complex (PIC) and opening of promoter DNA. Here, we present the long-sought high-resolution structure of the yeast PIC and define the mechanism of initial DNA opening. We trap the PIC in an intermediate state that contains half a turn of open DNA located 30-35 base pairs downstream of the TATA box. The initially opened DNA region is flanked and stabilized by the polymerase "clamp head loop" and the TFIIF "charged region" that both contribute to promoter-initiated transcription. TFIIE facilitates initiation by buttressing the clamp head loop and by regulating the TFIIH translocase. The initial DNA bubble is then extended in the upstream direction, leading to the open promoter complex and enabling start-site scanning and RNA synthesis. This unique mechanism of DNA opening may permit more intricate regulation than in the Pol I and Pol III systems.


Subject(s)
DNA/chemistry , RNA Polymerase II/chemistry , RNA Polymerase II/metabolism , Saccharomyces cerevisiae/metabolism , Transcription Initiation, Genetic , Amino Acid Sequence , Cryoelectron Microscopy , DNA/ultrastructure , Models, Biological , Models, Molecular , Nucleic Acid Conformation , Promoter Regions, Genetic , RNA Polymerase II/ultrastructure , Sequence Deletion , Transcription Factor TFIIH , Transcription Factors, TFII/metabolism
5.
Cell ; 182(5): 1140-1155.e18, 2020 09 03.
Article in English | MEDLINE | ID: mdl-32814015

ABSTRACT

The endosomal sorting complex required for transport-III (ESCRT-III) catalyzes membrane fission from within membrane necks, a process that is essential for many cellular functions, from cell division to lysosome degradation and autophagy. How it breaks membranes, though, remains unknown. Here, we characterize a sequential polymerization of ESCRT-III subunits that, driven by a recruitment cascade and by continuous subunit-turnover powered by the ATPase Vps4, induces membrane deformation and fission. During this process, the exchange of Vps24 for Did2 induces a tilt in the polymer-membrane interface, which triggers transition from flat spiral polymers to helical filament to drive the formation of membrane protrusions, and ends with the formation of a highly constricted Did2-Ist1 co-polymer that we show is competent to promote fission when bound on the inside of membrane necks. Overall, our results suggest a mechanism of stepwise changes in ESCRT-III filament structure and mechanical properties via exchange of the filament subunits to catalyze ESCRT-III activity.


Subject(s)
Cell Membrane/metabolism , Endosomal Sorting Complexes Required for Transport/metabolism , Membrane Fusion/physiology , Adenosine Triphosphatases/metabolism , Cell Line, Tumor , Endosomes/metabolism , HeLa Cells , Humans , Polymerization , Protein Transport/physiology
6.
Annu Rev Biochem ; 88: 281-306, 2019 06 20.
Article in English | MEDLINE | ID: mdl-30566372

ABSTRACT

Ribosomes, which synthesize the proteins of a cell, comprise ribosomal RNA and ribosomal proteins, which coassemble hierarchically during a process termed ribosome biogenesis. Historically, biochemical and molecular biology approaches have revealed how preribosomal particles form and mature in consecutive steps, starting in the nucleolus and terminating after nuclear export into the cytoplasm. However, only recently, due to the revolution in cryo-electron microscopy, could pseudoatomic structures of different preribosomal particles be obtained. Together with in vitro maturation assays, these findings shed light on how nascent ribosomes progress stepwise along a dynamic biogenesis pathway. Preribosomes assemble gradually, chaperoned by a myriad of assembly factors and small nucleolar RNAs, before they reach maturity and enter translation. This information will lead to a better understanding of how ribosome synthesis is linked to other cellular pathways in humans and how it can cause diseases, including cancer, if disturbed.


Subject(s)
Eukaryota/metabolism , RNA, Ribosomal/metabolism , Ribosomal Proteins/metabolism , Ribosomes/metabolism , Cell Nucleolus/metabolism , Cryoelectron Microscopy , Humans , Organelle Biogenesis , Protein Multimerization
7.
Cell ; 175(3): 796-808.e14, 2018 10 18.
Article in English | MEDLINE | ID: mdl-30340043

ABSTRACT

During cell division, mitotic motors organize microtubules in the bipolar spindle into either polar arrays at the spindle poles or a "nematic" network of aligned microtubules at the spindle center. The reasons for the distinct self-organizing capacities of dynamic microtubules and different motors are not understood. Using in vitro reconstitution experiments and computer simulations, we show that the human mitotic motors kinesin-5 KIF11 and kinesin-14 HSET, despite opposite directionalities, can both organize dynamic microtubules into either polar or nematic networks. We show that in addition to the motor properties the natural asymmetry between microtubule plus- and minus-end growth critically contributes to the organizational potential of the motors. We identify two control parameters that capture system composition and kinetic properties and predict the outcome of microtubule network organization. These results elucidate a fundamental design principle of spindle bipolarity and establish general rules for active filament network organization.


Subject(s)
Kinesins/metabolism , Microtubules/metabolism , Molecular Dynamics Simulation , Spindle Apparatus/metabolism , Animals , Humans , Kinesins/chemistry , Microtubules/chemistry , Sf9 Cells , Spindle Apparatus/chemistry , Spodoptera
8.
Cell ; 170(1): 172-184.e11, 2017 Jun 29.
Article in English | MEDLINE | ID: mdl-28648660

ABSTRACT

Membrane scission is essential for intracellular trafficking. While BAR domain proteins such as endophilin have been reported in dynamin-independent scission of tubular membrane necks, the cutting mechanism has yet to be deciphered. Here, we combine a theoretical model, in vitro, and in vivo experiments revealing how protein scaffolds may cut tubular membranes. We demonstrate that the protein scaffold bound to the underlying tube creates a frictional barrier for lipid diffusion; tube elongation thus builds local membrane tension until the membrane undergoes scission through lysis. We call this mechanism friction-driven scission (FDS). In cells, motors pull tubes, particularly during endocytosis. Through reconstitution, we show that motors not only can pull out and extend protein-scaffolded tubes but also can cut them by FDS. FDS is generic, operating even in the absence of amphipathic helices in the BAR domain, and could in principle apply to any high-friction protein and membrane assembly.


Subject(s)
Endocytosis , Membrane Proteins/chemistry , Membrane Proteins/metabolism , Acyltransferases/chemistry , Acyltransferases/metabolism , Animals , Biomechanical Phenomena , Friction , Humans , Lipid Metabolism , Protein Domains , Rats
9.
Cell ; 167(3): 709-721.e12, 2016 Oct 20.
Article in English | MEDLINE | ID: mdl-27768892

ABSTRACT

Chromatin remodelers regulate genes by organizing nucleosomes around promoters, but their individual contributions are obfuscated by the complex in vivo milieu of factor redundancy and indirect effects. Genome-wide reconstitution of promoter nucleosome organization with purified proteins resolves this problem and is therefore a critical goal. Here, we reconstitute four stages of nucleosome architecture using purified components: yeast genomic DNA, histones, sequence-specific Abf1/Reb1, and remodelers RSC, ISW2, INO80, and ISW1a. We identify direct, specific, and sufficient contributions that in vivo observations validate. First, RSC clears promoters by translating poly(dA:dT) into directional nucleosome removal. Second, partial redundancy is recapitulated where INO80 alone, or ISW2 at Abf1/Reb1sites, positions +1 nucleosomes. Third, INO80 and ISW2 each align downstream nucleosomal arrays. Fourth, ISW1a tightens the spacing to canonical repeat lengths. Such a minimal set of rules and proteins establishes core mechanisms by which promoter chromatin architecture arises through a blend of redundancy and specialization.


Subject(s)
Chromatin Assembly and Disassembly , Nucleosomes/chemistry , Nucleosomes/genetics , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Adenosine Triphosphatases/chemistry , Adenosine Triphosphatases/genetics , Chromatin/chemistry , Chromatin/genetics , DNA, Fungal/chemistry , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , Genome, Fungal , Histones/chemistry , Histones/genetics , Poly dA-dT/chemistry , Protein Biosynthesis , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics , Transcription Factors/chemistry , Transcription Factors/genetics
10.
Annu Rev Biochem ; 83: 221-47, 2014.
Article in English | MEDLINE | ID: mdl-24905782

ABSTRACT

For a biological oscillator to function as a circadian pacemaker that confers a fitness advantage, its timing functions must be stable in response to environmental and metabolic fluctuations. One such stability enhancer, temperature compensation, has long been a defining characteristic of these timekeepers. However, an accurate biological timekeeper must also resist changes in metabolism, and this review suggests that temperature compensation is actually a subset of a larger phenomenon, namely metabolic compensation, which maintains the frequency of circadian oscillators in response to a host of factors that impinge on metabolism and would otherwise destabilize these clocks. The circadian system of prokaryotic cyanobacteria is an illustrative model because it is composed of transcriptional and nontranscriptional oscillators that are coupled to promote resilience. Moreover, the cyanobacterial circadian program regulates gene activity and metabolic pathways, and it can be manipulated to improve the expression of bioproducts that have practical value.


Subject(s)
Circadian Rhythm/physiology , Cyanobacteria/physiology , Bacterial Proteins/physiology , Circadian Clocks , Circadian Rhythm Signaling Peptides and Proteins/physiology , Feedback, Physiological , Gene Expression Regulation, Bacterial , Homeostasis , Protein Biosynthesis , Protein Processing, Post-Translational , Temperature , Transcription, Genetic
11.
Annu Rev Cell Dev Biol ; 31: 317-45, 2015.
Article in English | MEDLINE | ID: mdl-26566114

ABSTRACT

Correct and timely lineage decisions are critical for normal embryonic development and homeostasis of adult tissues. Therefore, the search for fundamental principles that underlie lineage decision-making lies at the heart of developmental biology. Here, we review attempts to understand lineage decision-making as the interplay of single-cell heterogeneity and gene regulation. Fluctuations at the single-cell level are an important driving force behind cell-state transitions and the creation of cell-type diversity. Gene regulatory networks amplify such fluctuations and define stable cell types. They also mediate the influence of signaling inputs on the lineage decision. In this review, we focus on insights gleaned from in vitro differentiation of embryonic stem cells. We discuss emerging concepts, with an emphasis on transcriptional regulation, dynamical aspects of differentiation, and functional single-cell heterogeneity. We also highlight some novel tools to study lineage decision-making in vitro.


Subject(s)
Cell Lineage/genetics , Gene Expression Regulation, Developmental/genetics , Gene Regulatory Networks/genetics , Animals , Cell Differentiation/genetics , Embryonic Development/genetics , Embryonic Stem Cells/physiology , Humans , Signal Transduction/genetics
12.
Mol Cell ; 81(17): 3623-3636.e6, 2021 09 02.
Article in English | MEDLINE | ID: mdl-34270916

ABSTRACT

ATP- and GTP-dependent molecular switches are extensively used to control functions of proteins in a wide range of biological processes. However, CTP switches are rarely reported. Here, we report that a nucleoid occlusion protein Noc is a CTPase enzyme whose membrane-binding activity is directly regulated by a CTP switch. In Bacillus subtilis, Noc nucleates on 16 bp NBS sites before associating with neighboring non-specific DNA to form large membrane-associated nucleoprotein complexes to physically occlude assembly of the cell division machinery. By in vitro reconstitution, we show that (1) CTP is required for Noc to form the NBS-dependent nucleoprotein complex, and (2) CTP binding, but not hydrolysis, switches Noc to a membrane-active state. Overall, we suggest that CTP couples membrane-binding activity of Noc to nucleoprotein complex formation to ensure productive recruitment of DNA to the bacterial cell membrane for nucleoid occlusion activity.


Subject(s)
Bacillus subtilis/cytology , Cytidine Triphosphate/metabolism , Pyrophosphatases/metabolism , Bacillus subtilis/genetics , Bacillus subtilis/metabolism , Bacterial Proteins/metabolism , Bacterial Proteins/physiology , Cell Division/genetics , Cell Division/physiology , Cell Membrane/metabolism , Chromosomes, Bacterial/genetics , Cytidine Triphosphate/physiology , Cytoskeletal Proteins/genetics , Pyrophosphatases/physiology
13.
EMBO J ; 42(23): e113955, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37850882

ABSTRACT

Recent studies have reported the differentiation of pluripotent cells into oocytes in vitro. However, the developmental competence of in vitro-generated oocytes remains low. Here, we perform a comprehensive comparison of mouse germ cell development in vitro over all culture steps versus in vivo with the goal to understand mechanisms underlying poor oocyte quality. We show that the in vitro differentiation of primordial germ cells to growing oocytes and subsequent follicle growth is critical for competence for preimplantation development. Systematic transcriptome analysis of single oocytes that were subjected to different culture steps identifies genes that are normally upregulated during oocyte growth to be susceptible for misregulation during in vitro oogenesis. Many misregulated genes are Polycomb targets. Deregulation of Polycomb repression is therefore a key cause and the earliest defect known in in vitro oocyte differentiation. Conversely, structurally normal in vitro-derived oocytes fail at zygotic genome activation and show abnormal acquisition of 5-hydroxymethylcytosine on maternal chromosomes. Our data identify epigenetic regulation at an early stage of oogenesis limiting developmental competence and suggest opportunities for future improvements.


Subject(s)
Epigenesis, Genetic , Oocytes , Female , Animals , Mice , Ovarian Follicle , Oogenesis/genetics , Germ Cells
14.
EMBO J ; 42(9): e112962, 2023 05 02.
Article in English | MEDLINE | ID: mdl-36929479

ABSTRACT

Human in vitro oogenesis provides a framework for clarifying the mechanism of human oogenesis. To create its benchmark, it is vital to promote in vitro oogenesis using a model physiologically close to humans. Here, we establish a foundation for in vitro oogenesis in cynomolgus (cy) monkeys (Macaca fascicularis): cy female embryonic stem cells harboring one active and one inactive X chromosome (Xa and Xi, respectively) differentiate robustly into primordial germ cell-like cells, which in xenogeneic reconstituted ovaries develop efficiently into oogonia and, remarkably, further into meiotic oocytes at the zygotene stage. This differentiation entails comprehensive epigenetic reprogramming, including Xi reprogramming, yet Xa and Xi remain epigenetically asymmetric with, as partly observed in vivo, incomplete Xi reactivation. In humans and monkeys, the Xi epigenome in pluripotent stem cells functions as an Xi-reprogramming determinant. We further show that developmental pathway over-activations with suboptimal up-regulation of relevant meiotic genes impede in vitro meiotic progression. Cy in vitro oogenesis exhibits critical homology with the human system, including with respect to bottlenecks, providing a salient model for advancing human in vitro oogenesis.


Subject(s)
Oocytes , Oogenesis , Animals , Female , Humans , Macaca fascicularis , Oogenesis/physiology , Ovary , Embryonic Stem Cells
15.
Trends Immunol ; 45(1): 32-47, 2024 01.
Article in English | MEDLINE | ID: mdl-38135599

ABSTRACT

The human immune system is a complex network of coordinated components that are crucial for health and disease. Animal models, commonly used to study immunomodulatory agents, are limited by species-specific differences, low throughput, and ethical concerns. In contrast, in vitro modeling of human immune responses can enable species- and population-specific mechanistic studies and translational development within the same study participant. Translational accuracy of in vitro models is enhanced by accounting for genetic, epigenetic, and demographic features such as age, sex, and comorbidity. This review explores various human in vitro immune models, considers evidence that they may resemble human in vivo responses, and assesses their potential to accelerate and de-risk vaccine discovery and development.


Subject(s)
Vaccination , Vaccines , Animals , Humans , Immunity
16.
Mol Cell ; 74(2): 268-283.e5, 2019 04 18.
Article in English | MEDLINE | ID: mdl-30902546

ABSTRACT

Linker histone H1 has been correlated with transcriptional inhibition, but the mechanistic basis of the inhibition and its reversal during gene activation has remained enigmatic. We report that H1-compacted chromatin, reconstituted in vitro, blocks transcription by abrogating core histone modifications by p300 but not activator and p300 binding. Transcription from H1-bound chromatin is elicited by the H1 chaperone NAP1, which is recruited in a gene-specific manner through direct interactions with activator-bound p300 that facilitate core histone acetylation (by p300) and concomitant eviction of H1 and H2A-H2B. An analysis in B cells confirms the strong dependency on NAP1-mediated H1 eviction for induction of the silent CD40 gene and further demonstrates that H1 eviction, seeded by activator-p300-NAP1-H1 interactions, is propagated over a CCCTC-binding factor (CTCF)-demarcated region through a distinct mechanism that also involves NAP1. Our results confirm direct transcriptional inhibition by H1 and establish a gene-specific H1 eviction mechanism through an activator→p300→NAP1→H1 pathway.


Subject(s)
CCCTC-Binding Factor/genetics , E1A-Associated p300 Protein/genetics , Proteins/genetics , Transcription, Genetic , Acetylation , B-Lymphocytes/chemistry , Binding Sites , CCCTC-Binding Factor/chemistry , CD40 Antigens/genetics , Chromatin/chemistry , Chromatin/genetics , E1A-Associated p300 Protein/chemistry , Histone Code , Histones/chemistry , Histones/genetics , Humans , Molecular Chaperones/chemistry , Molecular Chaperones/genetics , Nucleosomes/chemistry , Nucleosomes/genetics , Promoter Regions, Genetic , Protein Binding/genetics , Proteins/chemistry , tRNA Methyltransferases
17.
Mol Cell ; 73(5): 1075-1082.e4, 2019 03 07.
Article in English | MEDLINE | ID: mdl-30849388

ABSTRACT

High-throughput DNA sequencing techniques have enabled diverse approaches for linking DNA sequence to biochemical function. In contrast, assays of protein function have substantial limitations in terms of throughput, automation, and widespread availability. We have adapted an Illumina high-throughput sequencing chip to display an immense diversity of ribosomally translated proteins and peptides and then carried out fluorescence-based functional assays directly on this flow cell, demonstrating that a single, widely available high-throughput platform can perform both sequencing-by-synthesis and protein assays. We quantified the binding of the M2 anti-FLAG antibody to a library of 1.3 × 104 variant FLAG peptides, exploring non-additive effects of combinations of mutations and discovering a "superFLAG" epitope variant. We also measured the enzymatic activity of 1.56 × 105 molecular variants of full-length human O6-alkylguanine-DNA alkyltransferase (SNAP-tag). This comprehensive corpus of catalytic rates revealed amino acid interaction networks and cooperativity, linked positive cooperativity to structural proximity, and revealed ubiquitous positively cooperative interactions with histidine residues.


Subject(s)
Antibodies/metabolism , DNA Mutational Analysis/methods , High-Throughput Nucleotide Sequencing/methods , O(6)-Methylguanine-DNA Methyltransferase/metabolism , Oligonucleotide Array Sequence Analysis/methods , Oligopeptides/metabolism , Protein Array Analysis/methods , Antibody Affinity , Antibody Specificity , Automation, Laboratory , Binding Sites, Antibody , Catalysis , DNA Mutational Analysis/instrumentation , High-Throughput Nucleotide Sequencing/instrumentation , Kinetics , Mutation , O(6)-Methylguanine-DNA Methyltransferase/genetics , Oligonucleotide Array Sequence Analysis/instrumentation , Oligopeptides/genetics , Protein Array Analysis/instrumentation , Protein Binding , Protein Engineering , Workflow
18.
Semin Immunol ; 66: 101735, 2023 03.
Article in English | MEDLINE | ID: mdl-36857892

ABSTRACT

Functional characterization of the microbiome's influence on host physiology has been dominated by a few characteristic example strains that have been studied in detail. However, the extensive development of methods for high-throughput bacterial isolation and culture over the past decade is enabling functional characterization of the broader microbiota that may impact human health. Characterizing the understudied majority of human microbes and expanding our functional understanding of the diversity of the gut microbiota could enable new insights into diseases with unknown etiology, provide disease-predictive microbiome signatures, and advance microbial therapeutics. We summarize high-throughput culture-dependent platforms for characterizing bacterial strain function and host-interactions. We elaborate on the importance of these technologies in facilitating mechanistic studies of previously unexplored microbes, highlight new opportunities for large-scale in vitro screens of host-relevant microbial functions, and discuss the potential translational applications for microbiome science.


Subject(s)
Disease , Health , Immunity , Microbiota , Nutritional Status , Microbiota/genetics , Humans , Animals , Inflammation/microbiology , Carcinogenesis , Metabolism
19.
Proc Natl Acad Sci U S A ; 121(2): e2309125121, 2024 Jan 09.
Article in English | MEDLINE | ID: mdl-38175871

ABSTRACT

Living systems adopt a diversity of curved and highly dynamic shapes. These diverse morphologies appear on many length scales, from cells to tissues and organismal scales. The common driving force for these dynamic shape changes are contractile stresses generated by myosin motors in the cell cytoskeleton, that converts chemical energy into mechanical work. A good understanding of how contractile stresses in the cytoskeleton arise into different three-dimensional (3D) shapes and what are the shape selection rules that determine their final configurations is still lacking. To obtain insight into the relevant physical mechanisms, we recreate the actomyosin cytoskeleton in vitro, with precisely controlled composition and initial geometry. A set of actomyosin gel discs, intrinsically identical but of variable initial geometry, dynamically self-organize into a family of 3D shapes, such as domes and wrinkled shapes, without the need for specific preprogramming or additional regulation. Shape deformation is driven by the spontaneous emergence of stress gradients driven by myosin and is encoded in the initial disc radius to thickness aspect ratio, which may indicate shaping scalability. Our results suggest that while the dynamical pathways may depend on the detailed interactions between the different microscopic components within the gel, the final selected shapes obey the general theory of elastic deformations of thin sheets. Altogether, our results emphasize the importance for the emergence of active stress gradients for buckling-driven shape deformations and provide insights on the mechanically induced spontaneous shape transitions in contractile active matter, revealing potential shared mechanisms with living systems across scales.


Subject(s)
Actin Cytoskeleton , Actomyosin , Actomyosin/metabolism , Actin Cytoskeleton/metabolism , Cytoskeleton/metabolism , Myosins/metabolism , Microtubules/metabolism
20.
Proc Natl Acad Sci U S A ; 121(28): e2315043121, 2024 Jul 09.
Article in English | MEDLINE | ID: mdl-38968128

ABSTRACT

Only 30% of embryos from in vitro fertilized oocytes successfully implant and develop to term, leading to repeated transfer cycles. To reduce time-to-pregnancy and stress for patients, there is a need for a diagnostic tool to better select embryos and oocytes based on their physiology. The current standard employs brightfield imaging, which provides limited physiological information. Here, we introduce METAPHOR: Metabolic Evaluation through Phasor-based Hyperspectral Imaging and Organelle Recognition. This non-invasive, label-free imaging method combines two-photon illumination and AI to deliver the metabolic profile of embryos and oocytes based on intrinsic autofluorescence signals. We used it to classify i) mouse blastocysts cultured under standard conditions or with depletion of selected metabolites (glucose, pyruvate, lactate); and ii) oocytes from young and old mouse females, or in vitro-aged oocytes. The imaging process was safe for blastocysts and oocytes. The METAPHOR classification of control vs. metabolites-depleted embryos reached an area under the ROC curve (AUC) of 93.7%, compared to 51% achieved for human grading using brightfield imaging. The binary classification of young vs. old/in vitro-aged oocytes and their blastulation prediction using METAPHOR reached an AUC of 96.2% and 82.2%, respectively. Finally, organelle recognition and segmentation based on the flavin adenine dinucleotide signal revealed that quantification of mitochondria size and distribution can be used as a biomarker to classify oocytes and embryos. The performance and safety of the method highlight the accuracy of noninvasive metabolic imaging as a complementary approach to evaluate oocytes and embryos based on their physiology.


Subject(s)
Blastocyst , Oocytes , Animals , Blastocyst/metabolism , Mice , Oocytes/metabolism , Female , Organelles/metabolism , Optical Imaging/methods
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