bims-enlima Biomed News
on Engineered living materials
Issue of 2026–05–24
37 papers selected by
Rahul Kumar, Tallinna Tehnikaülikool



  1. Nature. 2026 May 20.
      Quasisymmetric icosahedral viral capsids achieve larger sizes than possible with strictly symmetric icosahedra by tessellating pentagons and hexagons using a single subunit that adopts different conformations in symmetrically non-equivalent locations1,2. Recapitulating such quasisymmetric architectures through computational design is a considerable challenge in nanomaterials engineering. Here we introduce a computational design strategy based on geometric frustration to generate two-component, quasisymmetric protein cages with customizable properties. We designed complementary trimeric and dimeric protein components that co-assemble into positively curved local hexagonal assemblies. Hexagonal lattices cannot tile spherical surfaces; instead, the components form closed sphere-like cage assemblies through incorporation of curvature-inducing pentagonal defects, as evidenced by electron microscopy. By designing dimers that encode different local curvatures, we programmed cage dimensions ranging from 40 to over 200 nm in diameter and with molecular weights from 2 MDa to over 50 MDa, comparable with natural virus capsids. We further functionalized these large cages with additional protein domains to enable ribonucleoprotein cargo loading and cellular uptake. Fluorescently labelled cage assemblies expressed in mammalian cells function as rheological probes and cargo recruiters, enabling a systematic study of size-dependent cytoplasmic diffusion and protein localization. Thus, the quasi-symmetry that has long fascinated structural biologists can now be achieved by computational protein design, with immediate applications to biologics delivery and molecular cell biology.
    DOI:  https://doi.org/10.1038/s41586-026-10464-0
  2. Nat Commun. 2026 May 18.
      Investigating and manipulating cellular events requires precise control of protein function. To enable control over cellular processes, we set out to design a chemically induced dimerization (CID) system consisting of a de novo-designed ligand and protein pair. Here, we describe the design of a C2 symmetric membrane-permeable macrocyclic peptide and a cognate protein homodimer which binds the macrocycle through a large interface with both chains. The designed homodimer binds the macrocycle with a KD of 36 nM, and the x-ray crystal structure of the protein homodimer-macrocycle complex is very close to the computational design model, with the C2 axis of the macrocycle aligned with the homodimer C2 axis. Transcriptional and split luciferase assays in mammalian cells demonstrate conditional control over both a reporter gene expression and luciferase reconstitution.
    DOI:  https://doi.org/10.1038/s41467-026-71345-8
  3. Nat Commun. 2026 May 22.
      Optogenetics which involves the use of light to control cell functions on a genetic level has found utility in studying cell physiology, biomaterials and metabolic engineering. S. cerevisiae is an industrially relevant model organism that is used in many applications, but due to the large number of genes required and issues relating to cross-activation between different colours, optogenetics for different wavelengths of light have not been multiplexed in S. cerevisiae. In this paper, we develop a compact red light responsive optogenetic system for S. cerevisiae that requires only a single gene and no exogenous cofactors. Through engineering modular protein domains, we reduce the cross-activation of our system by blue light. We integrate our red light optogenetic system with EL222 blue light optogenetics to establish dual channel optogenetics in S. cerevisiae and demonstrate its utility for engineering biology through the light-based control of flavonoid luteolin synthesis and flocculation for ease of product extraction. We also demonstrate our system's potential for the development of living materials by producing dual-coloured optogenetic patterns using S. cerevisiae. This work expands optogenetic applications in S. cerevisiae from single-light to multi-light systems, introducing the potential to multiplex different colours of light for dynamic, orthogonal control of separate cell processes.
    DOI:  https://doi.org/10.1038/s41467-026-73399-0
  4. Adv Mater. 2026 May 21. e73325
      Hydrogel-based biosensors offer a promising platform for designing microneedles capable of continuously tracking biomarkers in real time. However, such biosensors have been limited by the mechanical properties of hydrated hydrogels, which are generally ineffective at penetrating the skin to access interstitial fluid (ISF). As a solution, we have developed a microneedle-array biosensor (MAB) patch that enables continuous, reversible sensing by coupling fluorescent deoxyribonucleic acid (DNA) aptamer switches to a hydrated hydrogel mesh within a 3D-printed scaffold. This scaffold provides essential mechanical support for skin insertion while preserving the apatmer-hydrogel's sensing functionality in the ISF. We demonstrate this design by tuning both aptamer switch design and hydrogel mesh size to detect exogenous levels of stress hormone cortisol and the metabolite adenosine triphosphate. We subsequently incorporated our cortisol-sensing hydrogel into the MAB scaffold and coupled this system to a custom-designed portable optical detector. Following in vitro validation, we demonstrated the biocompatibility and in vivo utility of our system by conducting continuous, real-time measurements of exogenous cortisol in the ISF of live rats. These results demonstrate, for the first time, submicromolar detection using a sensor-embedded hydrogel microneedle system, highlighting the MAB platform as a versatile solution for real-time, continuous in vivo biosensing.
    Keywords:  additive manufacturing; aptamer; hydrogel; microneedle; molecular sensing
    DOI:  https://doi.org/10.1002/adma.73325
  5. Regen Eng Transl Med. 2025 Dec;11(4): 893-904
       Purpose: Enzymatic reactions offer many advantages for hydrogel synthesis and modification, due to their gentle reaction conditions, biocompatibility, and diversity of substrates.
    Methods: In this review, we examine the current body of literature through databases such as Google Scholar, PubMed, and Web of Science.
    Results: Various enzyme classes have been utilized for hydrogel assembly and disassembly, including transglutaminases, oxidoreductases, transpeptidases, and proteinases. The enzymatic substrates can be readily included in peptide precursors and/or appended onto synthetic polymers. We discuss the benefits and limitations of each system, with a focus on ease of use/synthesis, accessibility, and financial considerations.
    Conclusion: Enzymes are frequently utilized to modify both natural and synthetic biomaterials. For developing more advanced, stimuli-responsive platforms, "biologically invisible" enzymes such as sortases should be leveraged to not interfere with native processes and/or the mammalian proteome.
    Lay Summary: Enzymes, proteins that act as biological catalysts, are an important tool for making and breaking down hydrogels, or water-swollen polymeric networks, for various biomedical applications. In particular, these techniques have seen great usage for modeling the tissue environment for lab-based assays.
    Keywords:  Enzymes; Hydrogel; Stimuli-responsive
    DOI:  https://doi.org/10.1007/s40883-025-00426-9
  6. Chempluschem. 2026 May;91(5): e70164
      Living cells maintain complex nonequilibrium functions through the spatiotemporal regulation of membrane-associated protein localization, utilizing energy and external stimuli to orchestrate sequential signaling and biochemical reactions. Bottom-up synthetic cells composed of phospholipid bilayers, such as lipid vesicles and liposomes, have provided valuable insights into cellular organization and enabled various applications in biomolecular robotics and drug delivery. Reversible, light-, or bioluminescence-dependent protein interactions-such as those mediated by the LOV2-Zdk pair-enable precise spatiotemporal control over protein localization. To build more complex cell-mimicking systems, protein- or polypeptide-based vesicles have been developed, offering advantages such as genetic programmability and functional diversity. However, reversible protein accumulation on protein-based inner leaflets has not yet been achieved. Here, we report light- and bioluminescence-controlled protein accumulation systems on protein-based leaflets of asymmetric hybrid vesicles composed of phospholipids, LOV2, and FKBP-fused amphiphilic proteins (oleosin). We achieved multiple reversible and spatially controlled cycles of protein conjugation and dissociation, and enabled internal LOV2 activation via Renilla luciferase bioluminescence without external illumination. Our asymmetric phospholipid-oleosin hybrid vesicles provide a versatile platform for constructing stimuli-responsive synthetic cells and designing autonomous functional biomolecular systems.
    Keywords:  amphiphilic proteins; light‐inducible dimerization; lipid vesicles; protein accumulation; synthetic cells
    DOI:  https://doi.org/10.1002/cplu.70164
  7. Light Sci Appl. 2026 May 19. pii: 241. [Epub ahead of print]15(1):
      Light-based 3D printing with photocurable resins enables the rapid fabrication of complex structures with high resolution and fidelity. Tomographic Volumetric Additive Manufacturing (TVAM) employs a digital micromirror device (DMD) to project amplitude light patterns into rotating resin volumes, producing 3D geometries through photopolymerization. Typically, the light projection efficiency in such binary amplitude modulator-based systems is below a few percent. Recent advancements introduced phase encoding in TVAM using binary amplitude modulators and the Lee Hologram method, increasing axial control and boosting light efficiency to about 10%. In this work, we present the first 3D printing platform utilizing a phase light modulator (PLM), based on an array of micro-electro-mechanical piston mirrors. Compared to amplitude encoding, phase encoding with the PLM yields a 70-fold increase in laser power efficiency. By coupling this efficient light engine with a speckle reduction method in holographic volumetric additive manufacturing (HoloVAM), we experimentally demonstrate printing 3D objects across different scales from hundreds of micrometers to centimeters and with various materials from acrylate-based resins to soft hydrogels, including cell-laden hydrogels with a concentration of 1 million cells per mL. Micro-CT revealed a ~30.3μm as the smallest positive feature printed. Moreover, we introduce the use of gelatin Thiol/Norbornene as a material for printing with the Holographic VAM technique, which allows us to print large-scale objects (up to (3×3×4cm3) within 2 minutes using only a 150 mW laser diode. The PLM opens up new avenues in volumetric AM for holographic techniques using low-cost single-mode laser diodes.
    DOI:  https://doi.org/10.1038/s41377-026-02331-4
  8. Research (Wash D C). 2025 ;8 0889
      Slice-based additive manufacturing has been intensively investigated due to its potential in complex 3-dimensional (3D) structure construction across various fields. Current researches focus on curing surface and resin formation regulation to realize continuous printing. However, multi-material construction necessitates vat switching, compromising construction continuity. Achieving simultaneous multi-material construction within a single layer and enabling continuous multi-material construction continue to pose substantial challenges. Here, we present a continuous multi-material additive manufacturing (CMAM) approach by integrating extruding multi-liquid phases into droplet-based 3D printing system. The multi-droplet-based multi-liquid reservoir enables both 2D patterning of multi-liquid materials and their real-time curing, along with continuous resin replenishment to achieve continuous multi-material 3D construction. Additionally, extrusion parameters (extrusion number, spatial distribution, and extrusion flow rates) are controllable layer by layer, leading to controllable muti-material 3D distribution. Interfacial fusion can be controlled by adjusting printing speed and resin viscosity, leading to enhanced mechanical adhesions of 2 materials without influencing interfacial boundary precision. Increasing extrusion number can realize multi-material 3D structure construction with controlled material distribution, which can be extended to 3D structure-based anti-counterfeiting and soft robotics, guaranteeing a highly efficient and sustainable approach to multi-material 3D fabrication.
    DOI:  https://doi.org/10.34133/research.0889
  9. ACS Synth Biol. 2026 May 17.
      Programmable biomaterials enable the control of macroscopic material properties through molecular-level design. DNA hydrogels are particularly promising among various biomolecular materials because their sequence design can be directly translated into material functionality. Rolling circle amplification (RCA) enables the fabrication of DNA hydrogels while densely encoding functional sequences such as aptamers. However, the rational design of functional RCA-based DNA hydrogels remains challenging due to the vast, interdependent space of synthesis and sequence parameters. Here we present an exploration framework using an acoustic liquid handler to systematically map both synthesis conditions and aptamer sequences. Systematic exploration across 90 synthesis conditions (270 samples) revealed the multidimensional synthesis landscape of RCA-based DNA hydrogels and identified key parameters contributing to robust gel formation. In addition, systematic sequence mapping of 96 aptamer variants (288 samples) enabled efficient discovery of color-specific aptameric mutants for functional implementation in the hydrogel. By integrating material synthesis and functional sequence exploration, this framework provides a useful strategy for accelerating the rational design of functional DNA-based materials.
    Keywords:  DNA hydrogel; aptamer; bottom-up design; programmable biomaterial; rolling circle amplification; semihigh throughput handling
    DOI:  https://doi.org/10.1021/acssynbio.6c00216
  10. J Mech Phys Solids. 2025 Feb;pii: 105931. [Epub ahead of print]195
      The design and functionality of polymeric materials hinge on failure resistance. While molecular-level details drive crack evolution in polymer networks, the connection between individual chain scission and bulk failure remains unclear and difficult to probe. In this work, we systematically study the fracture mechanics of polymer-like networks with hybrid bond strengths. We reveal that varying the ratio of strong and weak strands within otherwise identical networks gives a non-monotonic relationship between intrinsic fracture energy and strong strand fraction. Networks with some weak strands can counterintuitively outperform those with exclusively strong strands. Experiments on poly(ethylene glycol) gels and architected polymer-like lattices together with simulations unveil these properties. We show through computational visualization that strand type concentrations impact crack growth patterns and fracture energy trends. Cracks propagate through weak layers at low strong strand fractions. Aggregate clusters deflect or pin cracks at similar concentrations of strong and weak strands. Cracks blunt due to dispersed weak strand failure at high strong strand fractions. The sacrificial weak strands can notably deconcentrate stress near the crack tip, which toughens by delaying crack advancement. The interplay between concentration and clustering of strand types in networks with hybrid bond strengths, combined with crack growth phenomena and nonlocal energy release, provides insights into unusual fracture characteristics. Results shed light on fracture in polymer networks and percolated lattices.
    Keywords:  46.50.+a; 74A45; fatigue; fracture; metamaterials; percolation; polymer
    DOI:  https://doi.org/10.1016/j.jmps.2024.105931
  11. Light Sci Appl. 2026 May 18. pii: 238. [Epub ahead of print]15(1):
      Phase-change materials and hydrogels, which are emerging as versatile, low-cost, high-speed materials with large-area processing capabilities, are key building blocks for next-generation optical information storage and multi-level encryption. Here, we introduce a hybrid platform that synergistically integrates directly laser-written antimony trisulfide (Sb₂S₃) with a humidity-responsive azido-grafted carboxymethyl cellulose (CMC-N₃) hydrogel, enabling the fabrication of a full-color image multiplexing. The Sb₂S₃ medium layer enables non-volatile, rewritable optical data via laser-induced amorphous-crystalline transitions, while the hydrogel introduces UV-programmable cavity modulation for data writing and consequently, achieving a humidity-dependent tunable full-color image response. Together, these dynamic and reversible processes enable independent encoding and retrieval of multi-level information, resulting in a transmissive multiplexed optical storage device. This multi-programmable layer approach establishes a new paradigm for multifunctional optical devices, unlocking opportunities in secure data storage, anti-counterfeiting displays, and environmental sensing.
    DOI:  https://doi.org/10.1038/s41377-026-02330-5
  12. Nature. 2026 May 20.
      Although the largest completely symmetric closed assembly that can be built from a single building block is the 60-subunit icosahedron1, viruses can form capsid assemblies with hundreds to thousands of identical subunits through quasisymmetry-using the same subunit in symmetrically non-equivalent locations in the assembly2-5. Quasisymmetric one-component assemblies could have considerable advantages for delivery of biologics because of the large internal volume achieved using only a single building block, but the design of these structures is challenging because of the inherent complexity of designing chemically identical subunits to both adopt different conformations and make different interactions in the distinct symmetrically non-equivalent locations. Here we conjectured that quasisymmetry could arise from spontaneous symmetry breaking in a system of strongly interacting building blocks with programmed curvatures and show that this principle, coupled with a design approach combining a parametric representation of cage architecture with RoseTTAFold diffusion generative modelling, can generate a rich array of quasisymmetric assemblies. Electron microscopy confirmed the structures of designed 3 ≤ T ≤ 36 cages with 180-2,160 subunits and diameters from 68 nm to 220 nm, and designed 1 < T < 3 non-icosahedral clathrin-like assemblies. Cryogenic electron microscopy structure determination showed how the global symmetry breaking associated with the formation of both hexons and pentons in the T = 3 architecture arises from symmetry breaking in the designed subunit interface. Our results indicate how the detailed architecture of complex systems can be controlled by designing overall system properties, and our approach provides a roadmap for designing large quasisymmetric assemblies for biologics delivery and other applications.
    DOI:  https://doi.org/10.1038/s41586-026-10554-z
  13. bioRxiv. 2026 May 07. pii: 2026.05.04.722779. [Epub ahead of print]
      The fusion of two distinct biological membranes is an evolutionarily conserved process essential to cellular organization and physiology. Membrane fusion is driven by the refolding of fusogenic proteins into low-energy postfusion states that overcome the energetic barrier to bilayer merger. Here we report a computational method for the design of synthetic fusogens inspired by the architecture of the soluble N-ethylmaleimide-sensitive factor attachment protein receptor (SNARE) complex. Using machine learning-guided protein design to extensively remodel backbone geometry and sequence, we generated heterodimeric SNARE-like assemblies that efficiently catalyze cell-cell membrane fusion. These minimal two-component fusogens exhibit substantially higher fusion activity than native multisubunit SNARE complexes. Structural and functional analyses identify the key determinants required for fusogenic activity and reveal a modularity that enables control of fusion through chemically induced heterodimerization. In addition to cell-cell fusion, the synthetic fusogens drive fusion between endoplasmic reticulum and mitochondrial membranes from human cells, demonstrating their potential as tools for programmable manipulation of intracellular membranes. Together, these results establish a general framework for the rational design of synthetic fusogens and expand the toolkit for engineering membrane dynamics in living systems.
    DOI:  https://doi.org/10.64898/2026.05.04.722779
  14. J Colloid Interface Sci. 2026 May 14. pii: S0021-9797(26)00918-5. [Epub ahead of print]721 140741
      The rise of additive manufacturing technology has enabled the personalization of cushioning materials. This study developed a cellulose-based hydrogel that can be 3D printed, featuring a crosslinked interpenetrating network (IPN) of hydroxypropyl cellulose (HPC)/methacrylic anhydride-modified polyvinyl alcohol (PVA-MA) reinforced with carboxylated cellulose nanofibers (CNF) and quaternized chitosan (HACC). Multiple characterization techniques confirmed the successful construction of the crosslinked interpenetrating network structure, and the relationship between the hydrogel's crosslinked network structure and its cushioning performance was investigated. We rigorously confirmed that sodium citrate solution post-treatment induces ionic crosslinking significantly boosts the cushioning performance of the hydrogels, via comparative analysis of PMHI and PMHI-Na samples. Specifically, at 50% compressive strain, it demonstrated an energy loss coefficient of 61.4%, a Young's modulus of 448.22 kPa, and a static minimum cushioning coefficient below 0.5. Its performance surpassed that of traditional commercial cushioning materials like expanded polyethylene (EPE) and expanded polystyrene (EPS). To address customized demands for cushioning packaging, the printability of hydrogels for additive manufacturing (3D printing) was systematically investigated. Hydrogels containing ethyl (2,4,6-trimethylbenzoyl) phenylphosphinate (TPO-L), a high-efficiency UV photoinitiator, demonstrated rapid curing rates while exhibiting compressive strengths up to 547.40 kPa and elongation at break up to 229.40%, enabling high-quality 3D printing. This work provides a promising approach to biomass-based cushioning materials with improved mechanical properties and 3D printability, advancing the large-scale application of biomass cushioning materials.
    Keywords:  3D printing; Buffer materials; Cellulose-based hydrogel; Interpenetrating network structure
    DOI:  https://doi.org/10.1016/j.jcis.2026.140741
  15. ACS Biomater Sci Eng. 2026 May 21.
      Encapsulation of single cells within uniform hydrogel microcapsules enables controlled three-dimensional culture and quantitative analysis of cell behavior; however, most existing approaches rely on microfluidic devices or complex encapsulation processes that limit accessibility. Here, we introduce emulsion-templated gel embedding (ETE), a microfluidics-free method that embeds cells within uniform gelatin beads using prefabricated bead templates to predefine capsule size prior to encapsulation. In ETE, cells and monodisperse gelatin beads are co-encapsulated within water-in-oil droplets generated by particle-templated emulsification (PTE), followed by thermal dissolution and re-gelation of the gelatin to form cell-laden beads of defined size. The resulting cell-laden gelatin beads can subsequently serve as templates for agarose shell formation, yielding hollow-core agarose microcapsules after gelatin dissolution. Cells encapsulated within microcapsules via ETE exhibit proliferation comparable to microfluidic-derived capsules, indicating that simplified processing does not compromise biological performance. By defining capsule size through prefabricated gelatin templates rather than relying on microfluidic flow control during encapsulation, ETE provides a practical and reproducible strategy for generating uniform hydrogel microcapsules for cell culture and biomedical applications.
    Keywords:  cell culture; cell encapsulation; hydrogel microcapsule; microfluidics-free
    DOI:  https://doi.org/10.1021/acsbiomaterials.5c02129
  16. Adv Sci (Weinh). 2026 May 20. e22241
      Current approaches to heart tissue bioprinting typically rely on using human induced pluripotent stem cell (iPSC)-derived cardiomyocytes that are pre-differentiated in 2D culture. This differs fundamentally from embryonic heart development, where mesodermal progenitors differentiate into cardiomyocytes within 3D, matrix-rich, and shape-morphing microenvironments. Here, we introduce a developmentally inspired approach that enables in situ mesodermal and cardiac differentiation of iPSCs within bioprinted, shape-morphing pluripotent tissues. Using embedded bioprinting, Matrigel bioinks with high-density iPSC suspensions were deposited into granular support hydrogels to generate pluripotent tissue constructs with defined architectures. These constructs exhibited shape-morphing behavior, tunable by modulating the support bath viscoelasticity. Support bath mechanics also regulated iPSC fate, with softer formulations reducing spontaneous differentiation. Building on this, mesodermal and cardiac differentiation were directly driven within the morphing constructs via temporal WNT pathway modulation, resulting in multicellular cardiac tissues in which cardiomyocytes and fibroblasts co-emerge from a common progenitor pool. These nascent heart tissues exhibited a developmental phenotype, with immunofluorescence and gene expression profiling revealing cardiac progenitors alongside maturing cardiomyocytes. Together, these findings highlight the potential for an alternative developmental biofabrication paradigm focused on printing pluripotent organ rudiments that recapitulate early aspects of embryonic development via programmed in situ lineage specification and shape-morphing.
    Keywords:  In situ cardiac differentiation; embedded bioprinting; granular hydrogels; iPSCs; shape‐morphing
    DOI:  https://doi.org/10.1002/advs.202522241
  17. bioRxiv. 2026 May 08. pii: 2026.05.05.723017. [Epub ahead of print]
      Biohybrid robots combining compliant synthetic support structures with biological actuators could enable future applications ranging from precision microsurgery to unmanned exploration. Machines actuated by living skeletal muscles are capable of adaptive behaviors, such as sensing and responding to environmental stimuli in real-time, offering functional advantages over non-biological actuators. However, typical skeletal muscle-powered biohybrid robots depend on 3D tissues which require large cell volumes and offer limited control of muscle fiber alignment, thus reducing efficiency of force generation and transduction. Here, we present a locomotive biohybrid robot powered by 2D monolayers, or thin films, of precisely aligned skeletal muscle fibers on a micropatterned hydrogel skeleton. We demonstrate how varying skeleton design parameters, ranging from material stiffness to microscale topology, impacts muscle fiber alignment and resultant actuation strains, generating forces 10X higher than previous 2D skeletal muscle actuators, improving untethered actuation longevity by ~4500X from < 10 minutes to > 30 days, and increasing efficiency of muscle force output (force per unit volume of muscle) by 20X as compared to 3D muscles. Utilizing our optimized design for skeletal muscle thin films, we create a multi-limbed robot composed of independent muscle-powered fins capable of on/off control and frequency-dependent speed control. With these control inputs, we achieve steered multi-directional locomotion at speeds up to 4 body lengths per minute in straight movement and 1200 degrees per minute in rotational movement, highlighting potential for such actuators to be transformed into long-lasting functional soft robots.
    DOI:  https://doi.org/10.64898/2026.05.05.723017
  18. Nature. 2026 May 21.
      G protein-coupled receptors (GPCRs) play key roles in physiology and are central targets for drug discovery and development1,2, but the design of protein agonists and antagonists has been challenging as GPCRs are integral membrane proteins and conformationally dynamic3-6. Here we describe computational de novo design methods and a high-throughput "receptor diversion" microscopy-based screen for generating GPCR binding miniproteins with high affinity, potency and selectivity. We design miniprotein agonists that activate receptors involved in itch and pain, as well as antagonists that inhibit receptors implicated in cancer, metabolic disorders such as diabetes and obesity, and migraine. Cryo-electron microscopy (cryo-EM) structures of five receptor-bound designs are close to the computational design models. A designed chemokine receptor antagonist mobilizes hematopoietic stem and progenitor cells in vivo at a level comparable to a clinically used drug, with fewer adverse effects.
    DOI:  https://doi.org/10.1038/s41586-026-10656-8
  19. Proc Natl Acad Sci U S A. 2026 May 26. 123(21): e2536912123
      The assembly of β-barrel proteins into the outer membrane (OM) of Gram-negative bacteria is catalyzed by the β-barrel assembly machine (Bam) complex, which consists of two essential proteins, the BamA β-barrel and the lipoprotein BamD, and three nonessential lipoproteins BamBCE. While it is well established that BamD serves an essential role in regulating the activity of BamA, the physiological reasons underpinning the need for BamD-mediated regulation of β-barrel assembly are unclear. Here, we demonstrate that BamD-mediated regulation of BamA functions as a mechanism of substrate quality control that ensures the efficient assembly of β-barrel proteins into the OM. Through the use of substrate C-terminal fragments and multiple alleles of bamA and bamD that prevent effective regulation of BamA by BamD, we show that BamD activity is necessary to prevent the accumulation of defective β-barrel substrates on BamA. Notably, these bamAD alleles all confer resistance to the Bam complex inhibitor MRL-494 in a manner that correlates with the degree to which BamD activity is bypassed, suggesting that MRL-494 inhibits β-barrel assembly by disrupting BamD-mediated conformational changes in BamA. We further show that BamD activity functions to prevent the uptake of toxic small molecules across the OM through a mechanism that functionally overlaps with that of the substrate quality control protein Skp. Collectively, these results not only establish that BamD, like Skp, functions to ensure proper quality control of β-barrel substrates but also demonstrate the importance of substrate quality control functions in maintaining the integrity of the OM permeability barrier.
    Keywords:  Bam complex; gram-negative bacteria; outer membrane proteins; protein folding; protein quality control
    DOI:  https://doi.org/10.1073/pnas.2536912123
  20. Nat Microbiol. 2026 May 22.
      Bacterial gene expression is thought to involve tightly coupled transcription, translation and mRNA degradation. However, recent work has indicated that this is not always the case, leaving the generality and regulation of this coordination unclear. Here we use genetic, kinetic and spatial analyses in Escherichia coli to show that transcription-translation coupling requires high translational activity and that nearly half of the transcriptome exhibits signatures consistent with partial uncoupling. We find that co-transcriptional mRNA degradation is rare due to membrane localization of RNase E, except for transcripts encoding inner-membrane proteins. Our results show that translation efficiency determines the level of premature transcription termination, which in turn shapes mRNA degradation patterns and kinetics. Comparative analyses in Bacillus subtilis and Caulobacter crescentus also reveal species-specific coordination strategies. This challenges the universality of co-transcriptional coupling and defines how spatial and genetic features coordinate bacterial gene expression.
    DOI:  https://doi.org/10.1038/s41564-026-02374-8
  21. Angew Chem Int Ed Engl. 2026 May 21. e6436445
      The construction of high-performance polymers from sustainable resources represents a forefront direction in materials science. Dynamic covalent chemistry can introduce recyclability into bio-based cross-linked polymers, yet a trade-off between their mechanical robustness and reprocessability often persists. Herein, we report a synergistic integration of biomass feedstocks, dynamic covalent bonds, and mechanically interlocked architectures to create bio-based covalent adaptable oligorotaxane networks (ORBCANs), seamlessly combining mechanical robustness, biomass-derived sustainability, and circular reprocessability. These networks form through catalyst-free reactions between epoxidized soybean oil and the topologically engineered polyrotaxane. Benefiting from unique force-responsive behaviors of the polyrotaxanes, representative ORBCAN-3 exhibits exceptional mechanical properties with significantly enhanced Young's modulus (42 vs. 7.0 MPa), maximum stress (8.6 vs. 2.3 MPa), fracture strain (234% vs. 89%), and toughness (12.6 vs. 1.2 MJ/m3) compared to control whose wheels are nonslidable under applied force. Furthermore, the incorporated β-hydroxy ester linkages enable dynamic transesterification under mild conditions, allowing the material to be efficiently reprocessed multiple times at 110°C while completely retaining its structural integrity and mechanical performance. This strategy bridges biomass-derived platforms and mechanically interlocked architectures, opening a pathway to sustainable polymers with robust mechanical properties, extended durability, and end-of-life recyclability.
    Keywords:  bio‐based polymers; covalent adaptable networks; intramolecular motion; oligorotaxanes; reprocessability
    DOI:  https://doi.org/10.1002/anie.6436445
  22. Nat Biotechnol. 2026 May 20.
      The performance of prime-editing (PE) systems has been improved by systematic engineering of their protein and small RNA components but the structured RNA motifs appended to the 3' end of PE guide RNAs (pegRNAs)-a key determinant of pegRNA stability and editing efficiency-have not been extensively studied. We introduce PE-PRISM, a high-throughput pooled screen to identify and optimize these 3' RNA motifs in human cells. Here, using PE-PRISM, we evaluated 2,858 RNA motifs across four iterative libraries, including natural and engineered pseudoknots, G-quadruplexes and reverse transcriptase recruitment elements. We applied structure-guided mutagenesis and combinatorial variant screening to refine hits, culminating in the engineered and evolved pseudoknot variants tevo2.0, eHAV and eSBRMV1-A. In a screen correcting 847 pathogenic ClinVar variants, the top-performing motifs improved PE efficiency over the widely used tevopreQ1 motif for >90% of edits. They also increased PE efficiencies for correcting disease-associated mutations in primary human cells and in vivo in mouse brain and liver.
    DOI:  https://doi.org/10.1038/s41587-026-03123-2
  23. bioRxiv. 2026 May 09. pii: 2026.05.08.723366. [Epub ahead of print]
      Genetic code expansion introduces new-to-nature chemical moieties into ribosomally synthesized proteins. In practice, the scope of functional groups that can be accessed using this method is often limited by noncanonical amino acid (ncAA) availability. Producing ncAAs directly in cells can circumvent poor ncAA uptake or commercial unavailability, but limited enzymes suitable for this application exist. In vitro evolution campaigns have been remarkably successful in yielding synthetically useful "ncAA synthases." However, these enzymes are optimized for preparative-scale synthesis and their activities often do not translate well to cellular biosynthesis. Thus, expanding strategies to engineer enzymes specifically for ncAA production within cells will benefit further implementation of genetic code expansion. Here, we use phage-assisted noncontinuous and continuous evolution to evolve enzymes for improved synthesis of non-canonical tyrosine derivatives in E. coli . Using simple serial passaging, we uncovered mutations that doubled the production of an expensive ncAA, 3-methoxytyrosine, by tyrosine phenol lyase, and furthermore evolved variants that enable 3-iodotyrosine biosynthesis, a transformation the parent enzyme is unable to catalyze. Additionally, we evolved a recently reported tyrosine synthase for improved production of 3-halogenated tyrosines, identifying variants that exhibit high activity even at low substrate concentrations owing to a ∼8-fold reduction in K M . Our results demonstrate that phage assisted evolution can be used to rapidly improve the activity of enzymes for ncAA production in cells.
    DOI:  https://doi.org/10.64898/2026.05.08.723366
  24. Nat Commun. 2026 May 21.
      Global supply chain disruptions make securing raw materials for next-generation technologies an urgent priority. Raw materials are currently deemed 'critical' based on their supply risk and 'strategic' if vital for green or digital transitions. However, these frameworks do not yet cover advanced materials, the complex, engineered substances like nanomaterials that are the drivers of modern innovation. Here we introduce a self-reliance index that quantifies European autonomy for elements, compounds and devices, using import dependence, recycling rates and supplier concentration. Linking this index to the state-of-the-art performance of a broad range of advanced materials, across conductors, semiconductors, dielectrics, battery electrodes and photovoltaic layers, we find that high-performance materials based on heavily imported elements almost always have European-sourced substitutes with comparable performance. We propose defining 'strategic advanced materials' as those offering high performance through locally available inputs. This framework provides a selection tool for researchers and policymakers to strengthen supply chain resilience and drive European technological sovereignty.
    DOI:  https://doi.org/10.1038/s41467-026-73294-8
  25. Sci Adv. 2026 May 22. 12(21): eady2279
      Advances in metagenomics, deep learning, and generative protein design have enabled broad in silico exploration of sequence space, but experimental characterization is still constrained by the cost and scalability of DNA synthesis. Here, we present OMEGA (Oligo-based Multiplexed Efficient Gene Assembly), a low-cost, accessible method for assembling hundreds to thousands of full-length genes in parallel using standard laboratory techniques. OMEGA computationally fragments target genes into short, high-fidelity Golden Gate-compatible oligonucleotides that can be ordered as a pooled library and assembled across multiplexed subpools. We systematically optimized the number of fragments per gene and orthogonal ligation sites per reaction and determine that OMEGA can assemble up to 2.6-kilobase constructs using as many as 70 Golden Gate sites. To validate the approach, we assembled and functionally screened a library of 810 natural and synthetic green fluorescent protein variants, recovering 94 to 97% of target sequences with high uniformity. OMEGA enables precision library construction at scale, with per-gene costs as low as $1.50, and offers a broadly applicable solution for bridging computational protein design with high-throughput experimental validation. We have developed OMEGA as an open-source software package and an easy-to-use Colab notebook to facilitate community adaptation.
    DOI:  https://doi.org/10.1126/sciadv.ady2279
  26. Proc Natl Acad Sci U S A. 2026 May 26. 123(21): e2527896123
    IMAXT Cancer Grand Challenge Consortium
      Mapping the molecular identities and functions of cells within their spatial context is key to understanding the complex interplay within and between tissue neighborhoods. A wide range of methods have recently enabled spatial profiling of cellular anatomical contexts, some offering single-cell resolution. These use different barcoding schemes to encode either the location or the identity of target molecules. However, all these technologies face a trade-off between spatial resolution, depth of profiling, and scalability. Here, we present Barcoding by Activated Linkage of Indexes (BALI), a method that uses light to write combinatorial spatial molecular barcodes directly onto target molecules in situ, enabling multiomic profiling by next generation sequencing. A unique feature of BALI is that the user can define the number, size, shape, and resolution of the spatial locations to be interrogated, with the potential to profile millions of distinct regions with subcellular precision. As a proof of concept, we used BALI to capture the transcriptome, chromatin accessibility, or both simultaneously, from distinct areas of the mouse brain in single tissue sections, demonstrating strong concordance with publicly available datasets. We also developed an integrated instrument that automates combinatorial barcode writing on tissue sections, enabling high-throughput profiling. BALI therefore combines high spatial resolution, high throughput, compatibility with standard histological pipelines, and workflow accessibility to enable tunable spatial multi-omic profiling.
    Keywords:  RNA expression; chromatin accessibility; spatial profiling
    DOI:  https://doi.org/10.1073/pnas.2527896123
  27. Adv Mater. 2026 May 17. e73293
      Ice formation poses significant challenges across multiple domains, including biomedicine, food industry, infrastructure, and intelligent sensors, where freezing environments can cause serious functional and safety issues. The development of effective antifreeze materials has become an urgent priority. Nature offers valuable insights in this regard, having evolved diverse psychrotolerant organisms from microorganisms to plants and fish. Within these organisms, key small molecules and macromolecules responsible for cold tolerance have been progressively identified. Inspired by them, recent years have witnessed the design and synthesis of a series of high-performance antifreeze materials through biomanufacturing or chemical synthesis. This review highlights the significant progress in antifreeze materials, tracing their evolution from natural models to rational design systems: (1) natural antifreeze materials and their mechanistic insights, with emphasis on molecular lessons for ice inhibition; (2) biomanufacturing and rational design of antifreeze proteins based on emerging structure-activity relationships; (3) nature-inspired synthetic antifreeze materials, such as polymers, hydrogels, and elastomers; and (4) key applications in cryopreservation, food preservation, anti-icing coatings, and freezing-tolerant flexible sensors. While promising advances have been made, this review also addresses persistent challenges in translating these laboratory innovations into scalable applications.
    Keywords:  antifreeze materials; antifreeze proteins; anti‐icing coatings; biomanufacturing; cell cryopreservation; food preservation; freezing‐tolerant flexible sensors; synthetic biology
    DOI:  https://doi.org/10.1002/adma.73293
  28. Biofabrication. 2026 May 22.
      Light-based bioprinting has rapidly expanded as versatile platforms to replicate the complex architectures of native tissues, by allowing spatio-temporal localisation of biomaterials and cells. These approaches rely on bioresins composed of photocrosslinkable polymers, photoinitiators, and, where appropriate, photoabsorbers. In this perspective, we summarise recent technological progress in light-based bioprinting, moving beyond mere structural complexity toward the creation of engineered constructs that recapitulate the native tissue function. We discuss the development of bioresins adapted from a long history of tissue engineering and regenerative medicine research, with an emphasis on shifting the field from structural mimicry toward physiologically relevant biological function. We also highlight current limitations, including the constraints of bioprinting workflow, bioresin compositions, and the need to focus more on downstream cellular signalling and function, rather than just basic cytocompatibility. Finally, we suggest several considerations for next-generation bioresin and printing strategies better tailored for clinical translation, including improved control over cellular microenvironments and standardized, regulatory-accepted and reproducible formulations.
    Keywords:  biofabrication; bioresin; light-based bioprinting; lithography
    DOI:  https://doi.org/10.1088/1758-5090/ae7208
  29. Nat Commun. 2026 May 20.
      Genetically encoded fluorescent biosensors (GEFBs) are invaluable tools for spatiotemporal metabolite monitoring in cellular metabolism, yet their development for many key metabolites is hampered by a lack of specific biorecognition elements. Here, we report a versatile strategy to engineer metabolite-responsive GEFBs by leveraging the allosteric properties of regulatory domains from allosteric enzymes. Using regulatory domains from chorismate mutase, 2-acetolactate synthase, and D-citramalate synthase as biorecognition elements, we construct three biosensors for specific L-phenylalanine, L-valine, and L-isoleucine detection. We further demonstrate that multi-ligand-binding regulatory domains can be exploited to derive diverse specific biosensors, and apply this strategy to develop two S-adenosyl-L-methionine biosensors and an S-methyl-5'-thioadenosine biosensor. We also showcase the utility of these biosensors for real-time, in situ tracking of target metabolites in living cells, as well as bioprocess monitoring and clinical diagnostics. Overall, this study establishes a flexible strategy that provides insights to construct GEFBs targeting other metabolites.
    DOI:  https://doi.org/10.1038/s41467-026-73277-9
  30. Mater Today Bio. 2026 Apr;37 103020
      Cancer vaccination requires effective integration of antigen delivery and immune activation across secondary lymphoid organs and tumor tissues, yet many conventional adjuvants rely on static molecular or material-based cues that are poorly aligned with dynamic antitumor immune processes. To address this gap, the concept of living adjuvants has emerged to describe biologically active systems that enhance vaccination by actively participating in immune regulation rather than serving as passive stimulatory components. While the broader concept may include microorganisms, we focus exclusively on endogenous living adjuvants, defined as self-derived cellular systems, including dendritic cells, red blood cells, B cells, mesenchymal stromal cells, and tumor cells, which share key features such as physiological trafficking, sustained cellular interactions, and amenability to chemical or genetic engineering, enabling integrated immune modulation within a single platform. We define the core concepts and mechanisms underlying endogenous living adjuvants, summarize representative strategies, and discuss design principles that govern their effectiveness, controllability, safety, and translational potential. This review provides a unified framework to guide the rational engineering of endogenous living adjuvants, ultimately informing the development of next-generation cancer immunotherapies.
    Keywords:  Adjuvant; Biomaterials; Cancer vaccine; Drug delivery; Immune engineering; Living therapeutics
    DOI:  https://doi.org/10.1016/j.mtbio.2026.103020
  31. ACS Synth Biol. 2026 May 20.
      Trigonelline, a naturally occurring pyridine alkaloid found in fenugreek (Trigonella foenum-graecum) seeds and other legumes, exerts diverse pharmacological effects, including anti-inflammatory and neuroprotective effects. Currently, it is predominantly produced through plant extraction and chemical synthesis. Here, we report trigonelline production from a de novo pathway in Escherichia coli for the first time. Identification and expression of the nicotinate N-methyltransferase Aco_009_01073 resulted in an initial trigonelline titer of 13.59 mg/L. Trigonelline titers were subsequently improved through systematic pathway engineering. Supply of the key precursor nicotinate was increased via heterologous expression of sdt1 (encoding NMN/NaMN 5'-nucleotidase) and urh1 (encoding nicotinate riboside hydrolase) from Saccharomyces cerevisiae and overexpression of nadB (encoding aspartate oxidase) and nadA (encoding quinolinate synthase). Nicotinate consumption was reduced by deleting pncB (encoding nicotinate phosphoribosyltransferase). In addition, the NadB-NadA module was assembled into an enzyme complex, the Sdt1-Urh1 module was constructed as a fusion protein, and the quinolinate phosphoribosyltransferase gene nadC was overexpressed. These modifications collectively enhanced trigonelline yield of 29.95 mg/L in shake-flask cultures. Fed-batch fermentation in a 5 L bioreactor led to a final trigonelline yield of 128.38 mg/L. Overall, this study reports the successful engineering of a microbial platform for trigonelline biosynthesis and provides a general framework for nicotinate-based N-methyl alkaloids.
    Keywords:  Escherichia coli; metabolic engineering; nicotinate; nicotinate N-methyltransferase; synthetic biology; trigonelline
    DOI:  https://doi.org/10.1021/acssynbio.6c00121
  32. Nat Biotechnol. 2026 May 21.
      Although protein engineering and laboratory evolution have been used to optimize prime editors, we show that previous changes that improve prime editor efficiency also compromise protein stability and expression level, limiting performance. To address these limitations, we apply structure-informed artificial intelligence-guided methods such as the inverse-folding network ProteinMPNN to redesign the reverse transcriptase (RT) domains of engineered and evolved prime editors while preserving regions essential for catalysis. Redesigned RTs are extensively mutated, with 30-163 amino acid substitutions, and exhibit enhanced folding stability and soluble expression and up to twofold higher intracellular prime editor protein levels following mRNA delivery. Redesigned PE8 prime editors demonstrate enhanced editing efficiencies across multiple ex vivo contexts, including in several human primary cell types and via several delivery modalities. In mice, editing efficiency is up to 2.9-fold higher than that of state-of-the-art PE6, PE7 and PEmax prime editors. These findings demonstrate a generalizable approach for augmenting laboratory evolution to improve genome editing agents.
    DOI:  https://doi.org/10.1038/s41587-026-03149-6
  33. Proc Natl Acad Sci U S A. 2026 May 26. 123(21): e2524201123
      Language models trained on biological sequences are advancing inference tasks from the scale of single proteins to that of genomic neighborhoods. Here, we introduce ProteomeLM, a transformer-based language model that uniquely operates on entire proteomes from species spanning the tree of life. ProteomeLM is trained to reconstruct masked protein embeddings using the whole proteomic context, yielding contextualized protein representations that reflect proteome-scale functional constraints. Notably, ProteomeLM's attention coefficients encode protein-protein interactions (PPI), despite being trained without interaction labels. Furthermore, it enables interactome-wide PPI screening that is substantially more accurate, and orders of magnitude faster, than amino acid coevolution-based methods. We further develop ProteomeLM-PPI, a supervised model that combines ProteomeLM embeddings and attention coefficients to achieve state-of-the-art PPI prediction across benchmarks and species. Finally, we introduce ProteomeLM-Ess, a supervised gene essentiality predictor that generalizes across diverse taxa. Our results demonstrate the potential of proteome-scale language models for addressing function and interactions at the organism level.
    Keywords:  biological language models; coevolution; gene essentiality; protein sequences; protein–protein interactions
    DOI:  https://doi.org/10.1073/pnas.2524201123
  34. ACS Appl Mater Interfaces. 2026 May 18.
      Encapsulation materials are of paramount importance for the long-term reliability of electronic devices. However, a critical challenge is the trade-off between achieving an excellent moisture barrier and maintaining mechanical flexibility in such films. Inspired by the lipid bilayer of cell membranes, this study applied partially hydrophobically modified silica microspheres (Janus-SiO2) prepared via a Pickering emulsion method to polymer matrices, thereby yielding multifunctional composite films. The resulting Janus-SiO2/PDMS (Polydimethylsiloxane) composite encapsulation film exhibited outstanding overall performance, including a water vapor transmission rate (WVTR) of 42 g/(m2·day), representing a 71% reduction compared to pure PDMS. This improvement is attributed to the higher crystallinity and reduced free volume of the composite film. Furthermore, the film achieved a tensile strength of 3.53 MPa while maintaining an elongation at break of 315%. In the hydrophilic poly(vinyl alcohol) (PVA) system, the introduction of Janus-SiO2 similarly endowed the composite film with optimal barrier and water-resistant properties, confirming the broad applicability of this interfacial engineering strategy across polymers with different properties. The composite films are used to enable the stable operation of solar cells under high-humidity conditions. This work elucidates the mechanism by which Janus-SiO2 enhances multifunctional properties through interfacial design and structural control, offering valuable insights for developing next-generation, polymer-based composite encapsulation materials.
    Keywords:  Janus-SiO2; PDMS; WVTR; composite encapsulation films; mechanical properties
    DOI:  https://doi.org/10.1021/acsami.6c05632
  35. Appl Environ Microbiol. 2026 May 18. e0249825
      Dynamic metabolic engineering enables temporal redirection of microbial metabolism from biomass production to product synthesis. Here, we show that optogenetic control of protein kinase A (PKA) activity via light-regulated modulation of intracellular cyclic AMP (cAMP) levels can enhance heterologous production of β-carotene and cordycepin in Saccharomyces cerevisiae. To enable exclusive, glucose-independent control of cAMP synthesis, the photoactivatable adenylyl cyclase bPAC from Beggiatoa sp. was introduced into cells lacking the endogenous adenylyl cyclase Cyr1 or with lowered Cyr1 levels using an optogenetically controlled degron. Despite being growth-competent under illumination, the bPAC-containing yeast strain showed alterations in energy metabolism under all conditions. Quantitative proteome analysis using timsTOF mass spectrometry revealed profound changes in central carbon metabolism, sulfur homeostasis, energy charge, and ribosome biogenesis upon uncoupling cAMP from nutrient-dependent regulation, particularly under sustained light activation. These results highlight the critical role of dynamic Cyr1-dependent regulation for central metabolism, and underscore the biotechnological promise of refined PKA-targeted strategies for eukaryotic cell factories.IMPORTANCECarbon-footprint-minimized production of fine chemicals, pharmaceuticals, and biofuels requires optimized microbial cell factories with tailored metabolic performance. We employed optogenetic dynamic metabolic engineering in baker's yeast by uncoupling nutrient sensing from cAMP signaling using a light-controlled adenylate cyclase. Precise light regulation of intracellular cAMP levels and PKA activity enabled acute control of the metabolism, redirecting resources toward product synthesis, and boosting the production of valuable compounds such as β-carotene and cordycepin. Quantitative proteomics revealed that uncoupling of the cAMP-PKA axis from glucose sensing profoundly reprograms the central carbon metabolism and other key cellular processes. This approach provides a blueprint for refined, light-tunable strategies targeting the cAMP-PKA axis directly with light, e.g., for enhanced bioethanol production. Moreover, our data provide evidence for the profound influence of the cAMP-PKA axis on metabolism and balanced energy production that are fundamental for efficient production in microbial cell factories.
    Keywords:  Ras/cAMP/PKA pathway; adenylate cyclase; energy metabolism; optogenetics; proteomics
    DOI:  https://doi.org/10.1128/aem.02498-25
  36. Metab Eng. 2026 May 18. pii: S1096-7176(26)00064-9. [Epub ahead of print]
      Metabolic engineering to produce molecules not naturally synthesized by the host often requires directed evolution to improve pathway enzyme performance. Growth-coupled selection can dramatically increase directed-evolution throughput, and manipulation of redox balance has proven effective for tying reductase fitness to microbial growth. However, most redox-balance selections require feeding the reductase substrate because of stoichiometric constraints. This is impractical for many biosynthetic pathways either due to practical limitations on cost or complexity of bulk substrate synthesis, or the lack of an ability to transport substrate into cells, for example intracellular acyl-CoA/ACP intermediates. Here we define stoichiometric constraints that make substrate feeding necessary for many acetyl-CoA-derived reduction pathways in NADPH-imbalanced hosts. We overcome these constraints with a dual-feedstock strategy in which glucose provides reducing power while acetate supplies additional acetyl-CoA without directly perturbing redox balance. In an engineered Escherichia coli selection strain, acetate co-feeding enabled growth coupling of acetaldehyde, 3-hydroxybutyrate, and mevalonate production and produced a linear correlation between product formation and growth. We then used this selection to evolve a class II HMG-CoA reductase (HMGR) from Delftia acidovorans toward NADPH utilization, enriching variants with improved NADPH-dependent activity. Finally, propionate co-feeding enabled growth coupling of propionyl-CoA reduction, supporting the generality of carbon co-feeding for selecting enzymes in pathways involving acyl-chain elongation and reduction.
    Keywords:  3-hydroxybutyrate; HMG-CoA reductase (HMGR); cofactor specificity; directed evolution; growth-coupled selection; mevalonate pathway; redox balance
    DOI:  https://doi.org/10.1016/j.ymben.2026.05.004