Electrospun Fibrous Membranes Research Articles

Photothermal synergistic sterilization performance and mechanism of electrospun Cu2O/V2CTx nano-fibrous membranes

Electrospun fibrous membranes have the characteristics of high efficiency, non-toxicity and easy recycling, etc. Photothermal synergistic sterilization is an efficient and green means of sterilization, which has garnered increasing attention from researchers in recent years. In this study, nano-fibrous membranes were synthesized by integrating polymers and inorganic materials as a photothermocatalytic sterilization agent, and demonstrated excellent performance in photothermal sterilization. Under visible-infrared light irradiation for 30min, the sterilization rate of Staphylococcus aureus can reach 99.3%, with the highest temperature being 60.0 ℃. The results indicate that the physical interaction of V2CTx sheets and the photothermal conversion capability of Cu2O/V2CTx modified nano-fibrous membranes contribute to enhanced sterilization efficiency. Furthermore, the Cu2O/V2CTx/PAN-PEG nano-fibrous membranes exhibited an improvement in the generation of photogenerated free radicals, leading to an increased production of reactive oxygen species (ROS).

Reduced Graphene-Oxide-Doped Elastic Biodegradable Polyurethane Fibers for Cardiomyocyte Maturation.

Conductive biomaterials offer promising solutions to enhance the maturity of cultured cardiomyocytes. While the conventional culture of cardiomyocytes on nonconductive materials leads to more immature characteristics, conductive microenvironments have the potential to support sarcomere development, gap junction formation, and beating of cardiomyocytes in vitro. In this study, we systematically investigated the behaviors of cardiomyocytes on aligned electrospun fibrous membranes composed of elastic and biodegradable polyurethane (PU) doped with varying concentrations of reduced graphene oxide (rGO). Compared to PU and PU-4%rGO membranes, the PU-10%rGO membrane exhibited the highest conductivity, approaching levels close to those of native heart tissue. The PU-rGO membranes retained anisotropic viscoelastic behavior similar to that of the porcine left ventricle and a superior tensile strength. Neonatal rat cardiomyocytes (NRCMs) and human-induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) on the PU-rGO membranes displayed enhanced maturation with cell alignment and enhanced sarcomere structure and gap junction formation with PU-10%rGO having the most improved sarcomere structure and CX-43 presence. hiPSC-CMs on the PU-rGO membranes exhibited a uniform and synchronous beating pattern compared with that on PU membranes. Overall, PU-10%rGO exhibited the best performance for cardiomyocyte maturation. The conductive PU-rGO membranes provide a promising matrix for in vitro cardiomyocyte culture with promoted cell maturation/functionality and the potential for cardiac disease treatment.

Synergistic antibacterial and antifouling wound dressings: Integration of photothermal-activated no release and zwitterionic surface modification

Addressing the pervasive issue of bacteria and biofilm infections is crucial in the development of advanced antifouling wound dressings. In this study, a novel wound healing treatment using sulfobetaine (SBMA) decorated electrospun fibrous membrane based on polycaprolactone (PCL)/nitric oxide (NO) donors was developed. The fabrication involved a dual strategy, first integrating NO donors into mesoporous polydopamine (MPDA) and complexed with PCL/PEI to electrospin nanofibers. The fibrous membrane exhibited a potent antibacterial response upon irradiation at 808 nm, owing to a combination of NO and photothermal effect that effectively targets bacteria and disrupts biofilms. Surface functionalization of the membrane with PEI allowed for the attachment of SBMA via Michael addition, fabricating a zwitterionic surface, which significantly hinders protein adsorption and reduces biofilm formation on the wound dressing. In vitro and in vivo assessments confirmed the rapid bactericidal capabilities and its efficacy in biofilm eradication. Combining photothermal activity, targeted NO release and antifouling surface, this multifaceted wound dressing addresses key challenges in bacterial infection management and biofilm eradication, promoting efficient wound healing.

Unidirectional gene delivery electrospun fibrous membrane via charge repulsion for tendon repair

Gene therapy is capable of efficiently regulating the expression of abnormal genes in diseased tissues and expected to be a therapeutic option for refractory diseases. However, unidirectional targeting gene therapy is always desired at the tissue interface. In this study, inspired by the principle that like charges repulse each other, a positively charged micro-nano electrospun fibrous membrane with dual-layer structure was developed by electrospinning technology to achieve unidirectional delivery of siRNA-loaded cationic nanocarriers, thus realizing unidirectional gene therapy at the tendon-paratenon interface. Under the charge repulsion of positively charged layer, more cationic COX-2 siRNA nanocarriers were enriched in peritendinous tissue, which not only improved the bioavailability of the gene drug to prevent the peritendinous adhesion formation, but also avoided adverse effects on the fragile endogenous healing of tendon itself. In summary, this study provides an innovative strategy for unidirectional targeting gene therapy of tissue interface diseases by utilizing charge repulsion to facilitate unidirectional delivery of gene drugs.

Electrospun Polycaprolactone Membranes Expanded with Chitosan Granules for Cell Infiltration.

The small pore size of electrospun membranes prevents their use as three-dimensional scaffolds. In this work, we produced polycaprolactone (PCL) electrospun fibrous membranes with expanded pores by incorporating chitosan (CS) granules into the PCL solution. Scanning electron microscopy images confirmed the presence of the CS granules embedded in the PCL fibers, creating an open structure. Tensile testing results showed that the addition of CS decreased both Young's modulus and the yield stress, but co-electrospun membranes (PCL fibers blended with CS-containing PCL fibers) exhibited higher values compared to single electrospun membranes (CS-containing PCL fibers). Human fibroblasts adhered to and proliferated on all scaffolds. Nuclear staining revealed that cells populated the entire scaffold when CS granules were present, while in PCL membranes, cells were mostly limited to the surface due to the small pore size. Overall, our findings demonstrate that electrospun membranes containing CS granules have sufficiently large pores to facilitate fibroblast infiltration without compromising the mechanical stability of the structure.

Electrospun membranes of diselenide-containing poly(ester urethane)urea for in situ catalytic generation of nitric oxide

Nitric oxide (NO) plays an important role as a signalling molecule in the biological system. Organoselenium-coated or grafted biomaterials have the potential to achieve controlled NO release as they can catalyse decomposition of endogenous S-nitrosothiols to NO. However, such biomaterials are often challenged by the loss of the catalytic sites, which can affect the stability in tissue repair applications. In this work, we prepare a diselenide-containing poly(ester urethane)urea (SePEUU) polymer with Se–Se in the backbone, which is further electrospun into fibrous membranes by blending with poly(ester urethane)urea (PEUU) without diselenide bonds. The presence of catalytic sites in the main chain demonstrates stable and long-lasting NO catalytic activity, while the porous structure of the fibrous membranes ensures uniform distribution of the catalytic sites and better contact with the donor-containing solution. PEUU/SePEUU50 in 50/50 mass ratio has a physiologically adapted rate of NO release, with a sustained generation of NO after exposure to PBS at 37 °C for 30 d. PEUU/SePEUU50 has a low hemolysis and protein adsorption, with mechanical properties in the wet state matching those of natural vascular tissues. It can promote the adhesion and proliferation of human umbilical vein endothelial cells in vitro and control the proliferation of vascular smooth muscle cells in the presence of NO generation. This study exhibits the electrospun fibrous membranes have potential for utilizing as hemocompatible biomaterials for regeneration of blood-contacting tissues.

Himalayan essential oils: Future novel green solvent in polymer nano-processing

Conventional toxic organic solvents used for the fabrication of polymeric membranes are harmful to the environment and human health. Herein, we have investigated Himalayan essential oils (EOs) as green solvents for some polymers. Hit and trial method is used to introduce suitable EOs solvent for the desired polymer to develop thin films and nano/microfibrous membranes. Solvent casting and electrospinning methods are employed to develop polycaprolactone (PCL) thin films and electrospun fibrous membranes, respectively. The physicochemical properties of as-fabricated membranes were investigated using FESEM, TGA, and FTIR spectroscopy. Nano/microfibrous electrospun membranes are successfully developed from PCL using cinnamon oil as a solvent. The antibacterial activity and biocompatibility evaluation revealed that as-fabricated PCL membranes would have high potential in tissue engineering. These findings provide a new platform in the green electrospinning process for the fabrication of nano/microfibrous membranes from a variety of polymers.

Rational nanoarchitectonics of polypyrrole/graphene/polyimide composite fibrous membranes with enhanced electrochemical performance as self-supporting flexible electrodes for supercapacitors

Constructing self-supporting electrodes with the combination of excellent flexibility and superior electrochemical properties is essential to the development of high-performance supercapacitors for flexible electronics and wearable devices. Herein, a highly flexible polypyrrole/reduced graphene oxide/modified-polyimide composite fibrous membranes (PPy/RGO/M-PI CFMs) are prepared via electrostatic self-assembly of reduced graphene oxide (RGO) and in-situ deposition of polypyrrole onto SnCl2-modified polyimide electrospun fibrous membranes (M-PI FMs). M-PI FMs ensure rich pore structure and remarkable flexible properties, the electronic conductivity of the sample is greatly promoted by RGO, and polypyrrole (PPy) provide the capability of high redox pseudo capacitive charge storage for the electrode. Benefiting from the compact assembly of RGO and the uniform deposition of polypyrrole on the fiber surface of the M-PI FMs, the synthesized PPy/RGO/M-PI CFMs have a remarkable area capacitance of 1437.1 mF cm−2, a long cycle life of 84.9 % retention over 5000 cycles, and outstanding mechanical stability. And the assembled symmetric supercapacitor with PPy/RGO/M-PI CFMs deliver an exceptional area capacitance of 363.1 mF cm−2, superior energy density of 32.3 μWh cm−2 and 77.6 % capacitance retention after 5000 cycles. Therefore, this flexible and free-standing PPy/RGO/M-PI CFMs can be regarded as a promising candidate for flexible supercapacitor electrodes.

Microbiome-friendly PS/PVP electrospun fibrous membrane with antibiofilm properties for dental engineering.

Dental caries is one of the most prevalent and biofilm-associated oral diseases in humans. Streptococcus mutans, with a high ability to form biofilms by adhering to hard surfaces, has been established as an important etiological agent for dental caries. Therefore, it is crucial to find a way to prevent the formation of cariogenic biofilm. Here, we report an electrospun fibrous membrane that could inhibit the adhesion and biofilm formation of S. mutans. Also, the polystyrene (PS)/polyvinyl pyrrolidone (PVP) electrospun fibrous membrane altered the 3D biofilm architecture and decreased water-insoluble extracellular polysaccharide production. Notably, the anti-adhesion mechanism which laid in Coulomb repulsion between the negatively charged PS/PVP electrospun fibrous membrane and S. mutans was detected by zeta potential. Furthermore, metagenomics sequencing analysis and CCK-8 assay indicated that PS/PVP electrospun fibrous membrane was microbiome-friendly and displayed no influence on the cell viability of human gingival epithelial cells and human oral keratinocytes. Moreover, an in vitro simulation experiment demonstrated that PS/PVP electrospun fibrous membrane could decrease colony-forming unit counts of S. mutans effectively, and PS/PVP electrospun fibrous membrane carrying calcium fluoride displayed better anti-adhesion ability than that of PS/PVP electrospun fibrous membrane alone. Collectively, this research showed that the PS/PVP electrospun fibrous membrane has potential applications in controlling and preventing dental caries.

Synergistic adsorption of creatinine and p-cresol from simulated serum using zeolites in electrospun fibrous mixed-matrix membranes

In this study, fibrous polyethersulfone (PES) mixed-matrix membranes were prepared by electrospinning, to which fine adsorbents including two zeolites, activated carbon, and graphene oxide were added. They were applied as a hemoperfusion unit for efficient clearance of creatinine and p-cresol from simulated serum. Physicochemical and morphological properties of the prepared fibrous membranes were firstly investigated. Batch adsorption tests revealed that the equilibria of uremic toxins on all fibrous membranes were attained within 4 h. The adsorption isotherms of creatinine and p-cresol in simulated serum (37 °C and pH 7.4), with and without 30 g/L of BSA, could be better described by the Langmuir equation, compared to the Freundlich equation. In contrast to pure adsorbent and PES membrane alone, synergistic adsorption (defined in equation (7) in the text) of creatinine and p-cresol using the fabricated mixed-matrix membranes was observed. In particular, the strongest synergism occurred in creatinine adsorption using the zeolite-incorporated PES membranes, mainly due to the comparable dimensions of the fibers and zeolite particles. The operating stability of as-prepared fibrous membranes was assessed by checking their adsorption ability before and after they were sonicated. The hemolysis tests and viability measurements of human umbilical vein endothelial cells finally indicated that the prepared PES-based mixed matrix membranes were hemo- and bio-compatible.

Antibacterial, anti-inflammatory, rapid hemostasis, and accelerated repair by multifunctional metal–organic frameworks fibrous scaffolds for diabetic wounds

Excessive inflammation, bacterial infection, persistent bleeding, and wound exudate accumulation are common in diabetic wounds, impeding cell proliferation and disturbing tissue remodeling, making it difficult for diabetic wounds to heal. The rapid hemostasis and reduction of bacterial infection, as well as the excessive infiltration of inflammatory factors, serve as key strategies for diabetic wound healing. In this study, Taxifolin (TAX) was loaded onto cyclodextrin metal–organic frameworks (CD-MOFs), which were subsequently loaded into polycaprolactone (PCL) scaffolds via electrostatic spinning to construct multifunctional electrospun fibrous membranes (EFMs) with antimicrobial, anti-inflammatory, hemostatic, and wound exudate-absorbent properties. The resulting EFMs exhibited a hydrophilic surface, which facilitated wound adhesion and enhanced its hemostatic properties. By aggregating the wound exudate and triggering a cascade release of TAX, bacterial infection in the wound was reduced, decreasing the expression of inflammatory factors. This also promoted collagen deposition, vascular regeneration, and myofibroblast contraction and migration and facilitated the remodeling and repair of the wound tissue. These results demonstrated that designed fibrous scaffolds could effectively accelerate the repair process of diabetic mice, providing a new strategy for the treatment of diabetic wounds.

Tuning the thermoregulatory and tensile performance of electrospun hydrophobic microfibers through a low-cost water doping method

Waterproof fabrics, especially those consisting of hydrophobic microfibers, could protect human from severe weather conditions and environments, and thus are wildly used in sportswear, outdoor products, medicinal, and skin care. However, conventional electrospun hydrophobic microfibers usually lack thermoregulatory functions to provide more comfortable environments, and existing techniques to achieve thermoregulation require delicate fabrications and usually reduce their mechanical performance. Therefore, in this paper, we develop a low-cost water doping method to tune the thermoregulatory and tensile performance of electrospun hydrophobic microfibers. Through an emulsification and subsequent emulsion-electrospinning process, water in PMMA microfibers with 25–45 µm large diameter (W/P-L) and that with 2.5–4 µm small diameter (W/P-S) are fabricated to study the effect of water addition. The water, which exhibit high specific heat capacity, improves the material's heat storage capacity. Additionally, the water in hydrophobic microfibers facilitates the formation of a solid-vapor-liquid double interface, thus augmenting the insulating capacity of fibrous membranes and enhancing their thermoregulatory performance. The integration between soft and rigid materials improves the tensile performance of microfibers. Owing to the reliable encapsulation, our water doping method not only enables the fibrous membranes possessing better thermoregulatory and mechanical properties but also retains the excellent water repellency ability of microfiber architecture, thus broadening the potentiality of electrospun fibrous membranes when used as materials for waterproof sportswear, and other outdoor products.

Shape-memory performance of electrospun thermoplastic polyurethane/polyethylene oxide blend fibrous membranes with diverse morphological structures

The present study aimed at exploring the effect of morphological structure design on shape-memory effect (SME) of thermoplastic polyurethane/polyethylene oxide (TPU/PEO) blend electrospun fibrous membranes (EFMs), that were fabricated by co-spinning, dual-jet spinning, and layer-by-layer spinning, respectively. Tunable shape-memory performances of co-spun EFMs were realized by simply varying the blend ratio of TPU and PEO in individual fiber. By comparison, the sample containing 50 wt% PEO showed the best SME due to the rich blend interface in individual fiber and the sufficient fusion points between fibers, both of which promoted the synergistic effect between two components in optimizing SME. As turning the TPU/PEO co-spun fibers into well-separated TPU and PEO fibers by dual-jet electrospinning, the interaction channels were reduced to only the fusion points between fibers, leading to the simultaneous decrease of shape-fixity and -recovery ratios. After assembling the TPU and PEO fibers into a sandwich-structured structured EFM, the SME was further degraded due to the few diffusion points between fibers located at the layer interface. This work provides a good guidance for developing high-performance shape-memory EFMs.

Exploring the therapeutic potential of recombinant human lysozyme: a review on wound management system with antibacterial.

Lysozyme, a natural antibacterial enzyme protein, possesses the ability to dissolve the cell walls of Gram-positive bacteria, demonstrating broad-spectrum antibacterial activity. Despite its significant potential in treating wound infections and promoting wound healing, its widespread clinical application has yet to be realized. Current research is primarily focused on carrier-based delivery systems for lysozyme. In this review, we discuss four delivery systems that can be employed for lysozyme in wound healing treatment, specifically hydrogels, nanofilms, electrospun fibrous membranes, and modified-lysozyme composite systems. These systems not only enhance the stability of lysozyme but also enable its controlled and sustained release at wound sites, potentially overcoming some of the challenges associated with its direct application. Lastly, we delve into the perspectives and challenges related to the use of these delivery systems, hoping to spur further research and innovation in this promising field.

Thymol-loaded polylactic acid electrospun fibrous membranes with synergistic biocidal and anti-bacterial adhesion properties via morphology control

Antibiotic resistance is a growing challenge in modern medicine, highlighting the urgent need for alternative antimicrobial strategies. The combination of synergistic sterilization and inhibition of bacterial adhesion presents a promising approach for achieving a long-lasting antibacterial effect. Herein, we report the fabrication of thymol-loaded polylactic acid (Thy-PLA) porous fibrous membranes that exhibit both bacteria-killing and bacteria-repellent functions, accomplished through control of microstructure and morphology during the electrospinning process. Notably, we employed the breath figure method, a humidity-induced morphology control technique, which significantly increased the surface roughness of the Thy-PLA fibers and resulted in a nano-porous structure for bacterial repulsion. Additionally, this method facilitated the enhanced release of thymol, thereby enabling efficient sterilization. By simply modifying the morphology, we achieved bacterial reduction rates of up to 99.92 % and 99.87 % for Escherichia coli and Staphylococcus aureus, respectively, and robust mechanical properties (ultimate tensile stress of 20 MPa and elongation at break of 822.7 %). Furthermore, the fibrous membranes exhibited an impressive oil/water absorption capacity (∼36.7 g/g in 90 s) thanks to the interior and surface porosity. The porous fibrous membranes with synergistic antimicrobial efficiency and tunable mechanical properties demonstrate great potential for diverse applications, particularly in wound dressing and oil/water filtration.

Biomimetic nanonet membranes with UV-driven self-cleaning performance for water remediation

Water pollution caused by industrial and natural contaminants has placed a significant burden on environment and human health. The present filtration membranes, however, suffer from a series of issues involving low permeation fluxes and easy fouling issue during long-term water remediation, which seriously restricts their practical applications. Herein, inspired by royal water lily leaf, we construct biomimetic nanonet membranes (BNMs) composed of fractal network and mastoid structures by one-step phase inversion of PVDF/TiO2 solution using electrospun fibrous membrane as substrates. Benefit from the distinct structures, the BNMs show sub-micro pores, high porosity, and intriguing hydrophilicity, which result in excellent removal performance for 0.3 μm solid particle (efficiency of 99.88%, permeation flux of 3439 L m−2 h−1), E. coli (log reduction value = 8.39, permeation flux of 1242 L m−2 h−1), and oil-in-water emulsions (efficiency of 99.0%, permeation flux of 8312 L m−2 h−1). Importantly, the presence of TiO2 nanoparticles with UV-driven catalytic activity effectively endows the BNMs with desirable biocidal efficiency (LRV = 8.5) and excellent self-cleaning properties (flux recovery ratio of 98.1%). The synthesis of such membranes may open new avenues in the design of high-performance filtration membranes for remediation of large volumes of wastewater.

One-step fabrication of soot particle-embedded fibrous membranes for solar distillation using candle burning-assisted electrospinning

Solar distillation, a promising technique for water purification and desalination, requires photothermal materials to efficiently convert solar energy into heat. In this study, a novel method is proposed wherein fresh carbonaceous (soot) particles, as a photothermal material, are embedded into electrospun fibrous membranes by burning candles (to produce soot) and electrospinning of polymer material simultaneously. The proposed method can produce several types of membranes with various particle positions (interior or exterior) in the polymer fiber. The particle positions were adjusted by changing the introduction points of particles using a polymer jet. Polymer fibers with diameters of several hundred nanometers were fabricated. Experiments revealed that the soot particle position did not influence the photothermal conversion performance of the membranes. The fabricated membrane could improve the heat localization up to 194.5% and exhibited water distillation and desalination rates as high as 1.60 and 1.55 kg m−2h−1, respectively, under 1-sun solar light irradiation. The proposed method opens a new route for the functionalization of polymer membranes.

A thin film comprising silk peptide and cellulose nanofibrils implanting on the electrospun poly(lactic acid) fibrous scaffolds for biomedical reconstruction

Conjunctival reconstruction using biocompatible polymers constitutes an effective treatment for conjunctival scarring and associated visual impairment. In this work, a thin film comprising silk peptide (SP), cellulose nanofibrils (CNF) and Ag nanoparticles (AgNPs) that implanted on the poly(lactic acid) (PLA) electrospun fibrous membranes (EFMs) was designed for biomedical reconstruction. SP and CNF as thin films can improve the surface hydrophilicity of the as-prepared scaffolds, which synergistically enhanced the biocompatibility. In in vivo experiments, the developed PLA EFMs modified with 3 wt% SP/CNF/AgNPs could be easily manipulated and transplanted onto conjunctival defects in rabbits, consequently accelerating the structural and functional restoration of the ocular surface in 12 days. Additionally, incorporation of 0.30 mg/g AgNPs efficiently reduced the topical application of antibiotics without causing infections. Thus, these resultant scaffolds could not only serve as useful alternatives for conjunctival engineering, but also prevent infections effectively with a very low content of AgNPs.

Radially Electrospun Fibrous Membrane Incorporated with Copper Peroxide Nanodots Capable of Self-Catalyzed Chemodynamic Therapy for Angiogenesis and Healing Acceleration of Diabetic Wounds.

Vascular dysfunction severely hinders the healing process of diabetic wounds. Therefore, a radially structured fibrous membrane was fabricated through electrospinning by using a polycaprolactone (PCL) and polyvinylpyrrolidone (PVP) mixed solution containing copper peroxide nanoparticles (CPs) as the chemodynamic therapy (CDT) agents, aiming to simultaneously accelerate tissue regeneration and angiogenesis. The fabricated membrane allowed for the in situ H2O2 generation activated by the acidic diabetic microenvironment and the subsequent Fenton-type reactions to realize 99.4% elimination against Staphylococcus aureus. Besides, the released Cu2+ ions significantly enhanced the expression of hypoxia-inducible factor-1α (HIF-1α) and vascular endothelial growth factor (VEGF) in human umbilical vein endothelial cells (HUVECs), and they showed enhanced in vitro angiogenesis. Interestingly, the CP-embedded membrane also guided cell spreading and orientated migration of L929 fibroblasts along the fiber distribution through the radially aligned topology. The in vivo implantation indicated that the raidally structured membrane modified by CPs not only dramatically accelerated wound healing of diabetic Sprague-Dawley (SD) rats in 14 days but also promoted angiogenesis in wound sites. The combination of the in situ CDT with the radially structured morphology of the functional membrane is highly promising in applications to promote diabetic wound healing through anti-infection and revascularization.

Point-of-care applicable metabotyping using biofluid-specific electrospun MetaSAMPs directly amenable to ambient LA-REIMS.

In recent years, ambient ionization mass spectrometry (AIMS) including laser ablation rapid evaporation IMS, has enabled direct biofluid metabolome analysis. AIMS procedures are, however, still hampered by both analytical, i.e., matrix effects, and practical, i.e., sample transport stability, drawbacks that impede metabolome coverage. In this study, we aimed at developing biofluid-specific metabolome sampling membranes (MetaSAMPs) that offer a directly applicable and stabilizing substrate for AIMS. Customized rectal, salivary, and urinary MetaSAMPs consisting of electrospun (nano)fibrous membranes of blended hydrophilic (polyvinylpyrrolidone and polyacrylonitrile) and lipophilic (polystyrene) polymers supported metabolite absorption, adsorption, and desorption. Moreover, MetaSAMP demonstrated superior metabolome coverage and transport stability compared to crude biofluid analysis and was successfully validated in two pediatric cohorts (MetaBEAse, n = 234 and OPERA, n = 101). By integrating anthropometric and (patho)physiological with MetaSAMP-AIMS metabolome data, we obtained substantial weight-driven predictions and clinical correlations. In conclusion, MetaSAMP holds great clinical application potential for on-the-spot metabolic health stratification.