Active Transport Research Articles

Analysis and computations of a stochastic Cahn–Hilliard model for tumor growth with chemotaxis and variable mobility

Abstract In this work, we present and analyze a system of PDEs, which models tumor growth by taking into account chemotaxis, active transport, and random effects. Tumor growth may undergo erratic behaviors such as metastases that cannot be predicted simply using deterministic models. Moreover, random perturbations are evident in models accounting for therapeutic treatment in terms of therapy uncertainty or parameter identification problems. The stochasticity of the system is modeled by Wiener noises that appear in the tumor and nutrient equations. The volume fraction of the tumor is governed by a stochastic phase-field equation of Cahn–Hilliard type, and the mass density of the nutrients is modeled by a stochastic reaction-diffusion equation. We allow a variable mobility function and nonincreasing growth functions, such as logistic and Gompertzian growth. Via approximation and stochastic compactness arguments, we prove the existence of a probabilistic weak solution and, in the case of constant mobilities, the well-posedness of the model in the strong probabilistic sense. Lastly, we propose a numerical approximation based on the Galerkin finite element method in space and the semi-implicit Euler–Maruyama scheme in time. We illustrate the effects of stochastic forcings in tumor growth in several numerical simulations.

Long-term stability of comammox Nitrospira under weakly acidic conditions and their acid-adaptive mechanisms revealed by genome-centric metatranscriptomics.

Despite their widespread presence in acidic environments, the stability and adaptative mechanisms of complete ammonia oxidization (comammox) bacteria remain poorly understood. In this three-year study, comammox Nitrospira consistently dominated both abundance and activity in an acidic nitrifying reactor (pH = 6.3-6.8), as revealed by metagenomic and cDNA-based 16S rRNA sequencing. Batch tests demonstrated their decent nitrification down to pH 4.7, while ceasing at pH 4.2. Genome-centric metatranscriptomics revealed that comammox Nitrospira upregulated a Rh-type ammonium transporter to enhance substrate uptake under acidic conditions. Active proton transport, mediated by NADH dehydrogenases and F-type ATPase, was identified as a primary strategy for maintaining pH homeostasis in comammox Nitrospira. Genes associated with carbon acquisition, chemotaxis, and DNA repair were upregulated at low pH, suggesting these processes play roles in acid adaptation. These findings enhance the understanding of ecological roles and adaptive mechanisms of comammox bacteria in acidic environments.

Piezoelectric polarization-induced photogenerated carriers transfer coupled with active electron transport Z-scheme heterojunction synergistic optimization of BiFeO3/CdS composite photocatalysts for hydrogen production

Piezoelectric polarization-induced photogenerated carriers transfer coupled with active electron transport Z-scheme heterojunction synergistic optimization of BiFeO3/CdS composite photocatalysts for hydrogen production

Self-assembling Depsipeptides on Aggregation-Induced Emission Luminogens: A New Way to Create Programmable Nanovesicles and Soft Nanocarriers.

We introduce the proof of concept of a new methodology to produce robust hollow nanovesicles stable in water or mixtures of water and organic solvents. The bottom-up produced nanovesicles are formed by the self-assembly of depsipeptide chains of natural origin combined with new aggregation-induced emission luminogens that function as constitutional vesicle-forming moieties and fluorescent indicators of the structure of the nanovesicle. The newly formed nanovesicles are robust enough to be used to carry large molecules such as physiological peptides without losing their structural characteristics, acting as programmable nanocarrier systems within living cells as Trojan horse systems, constituting a new approach to active transport and nanoencapsulation.

Characteristics of polymorphism of genes involved in the regulation of glucose metabolism and steroid hormone synthesis in patients with polycystic ovary syndrome

Background: Polycystic ovary syndrome is an urgent problem of gynecological endocrinology. Currently, a number of genes have been studied that control glucose metabolism and are involved in the synthesis, conversion into an active form and transport of steroid hormones, mutations in which with a certain degree of reliability can serve as a diagnostic criterion for polycystic ovary syndrome. Aim: The aim of this study was to evaluate the PPARG Pro12Ala, INS 223HphI AT, and SHBG (TAAAA)n gene polymorphisms in patients with polycystic ovary syndrome and in healthy individuals. Materials and methods: The polymerase chain reaction method and restriction fragment length polymorphism analysis were used. The frequencies of alleles and genotypes of polymorphic variants were studied in 136 women with polycystic ovary syndrome and 47 women in the control group: Pro12Ala (PPARG gene), 223HphI AT, (INS gene) and (TAAAA)n repeats (SHBG gene). Results: The distribution of the allele and genotype frequencies for the PPARG (rs1801282) and INS (rs689) genes in patients with polycystic ovary syndrome and in healthy individuals did not differ. The distribution of the genotype frequencies in the group of women with polycystic ovary syndrome differed (p = 0.02) from that in the control group for the (TAAAA)n polymorphism in the SHBG gene. In the presence of a long repeat in the SHBG gene in at least one of the homologous chromosomes, the probability of a woman having polycystic ovary syndrome increases by 2.5 times. Patients with a verified A/A genotype (INS), in the presence of an SHBG gene allele with a long repeat, have a ten-fold higher risk of developing polycystic ovary syndrome than women with SHBG gene short alleles. Conclusions: Patients with long repeats in the SHBG gene are at risk for developing polycystic ovary syndrome with phenotypes A, B, and C, especially in combination with the presence of the A/A genotype, class I (INS).

Fresnel biprism common-path low-coherence digital holography for dynamic light scattering spectroscopy of biological materials

Doppler frequency shifts associated with the motions in cells range from mHz to Hz, requiring ultra-stable interferometry to capture frequency offsets at several parts in 1018. Common-path interferometers minimize the influence of mechanical disturbances when the signal and reference share common optical elements. In this paper, multi-mode speckle self-referencing via a Fresnel biprism demonstrates frequency stability down to 1 mHz. A low-coherence NIR source creates an OCT-like pseudo-coherence-gate in Fourier-domain holography without phase stepping, and the Fourier reconstruction of the self-referencing speckle fields produces an image-domain autocorrelation of the target. Fluctuation spectroscopy of dynamic speckle is performed on a semi-solid lipid emulsion that captures Brownian thermal signatures and on feline tissue culture that measures active intracellular transport. The extension of biodynamic imaging to lower frequencies opens the opportunity for studies of cell crawling in macroscopic living tissues.

Increasing brain half-life of antibodies by additional binding to myelin oligodendrocyte glycoprotein, a CNS specific protein.

Therapeutic antibodies for the treatment of neurological disease show great potential, but their applications are rather limited due to limited brain exposure. The most well-studied approach to enhance brain influx of protein therapeutics, is receptor-mediated transcytosis (RMT) by targeting nutrient receptors to shuttle protein therapeutics over the blood-brain barrier (BBB) along with their endogenous cargos. While higher brain exposure is achieved with RMT, the timeframe is short due to rather fast brain clearance. Therefore, we aim to increase the brain half-life of antibodies by binding to myelin oligodendrocyte glycoprotein (MOG), a CNS specific protein. Alpaca immunization with mouse/human MOG, and subsequent phage selections and screenings for MOG binding single variable domain antibodies (VHHs) were performed to find mouse/human cross-reactive VHHs. Their ability to increase the brain half-life of antibodies was evaluated in healthy wild-type mice by coupling two different MOG VHHs (low/high affinity) in a mono- and bivalent format to a β-secretase 1 (BACE1) inhibiting antibody or a control (anti-SARS-CoV-2) antibody, fused to an anti-transferrin receptor (TfR) VHH for active transport over the BBB. Brain pharmacokinetics and pharmacodynamics, CNS and peripheral biodistribution, and brain toxicity were evaluated after intravenous administration to balb/c mice. Additional binding to MOG increases the Cmax and brain half-life of antibodies that are actively shuttled over the BBB. Anti-SARS-CoV-2 antibodies coupled with an anti-TfR VHH and two low affinity anti-MOG VHHs could be detected in brain 49days after a single intravenous injection, which is a major improvement compared to an anti-SARS-CoV-2 antibody fused to an anti-TfR VHH which cannot be detected in brain anymore one week post treatment. Additional MOG binding of antibodies does not affect peripheral biodistribution but alters brain distribution to white matter localization and less neuronal internalization. We have discovered mouse/human/cynomolgus cross-reactive anti-MOG VHHs which have the ability to drastically increase brain exposure of antibodies. Combining MOG and TfR binding leads to distinct PK, biodistribution, and brain exposure, differentiating it from the highly investigated TfR-shuttling. It is the first time such long brain antibody exposure has been demonstrated after one single dose. This new approach of adding a binding moiety for brain specific targets to RMT shuttling antibodies is a huge advancement for the field and paves the way for further research into brain half-life extension.

Behavioural patterns of university students during the COVID-19 pandemic: A cross-sectional study of the effects of active transportation, uninterrupted sitting time, and screen use on physical activity and sitting time

Background The closure of universities due to the coronavirus disease 2019 (COVID-19) pandemic significantly affected students’ behaviours, particularly regarding physical activity, sitting time, and screen use. This study aimed to determine the effect of active transportation duration, uninterrupted sitting time, and screen time to study on physical activity and sitting time during the confinement. Methods This was a cross-sectional study based on data collected via an online questionnaire for university students during the second confinement in France (between October and December 2020). The questionnaire assessed physical activity and sedentary behaviour, and contained questions about modes of transport, and perception of uninterrupted sitting time and screen time to study prior to confinement and during confinement. Participants (N=2873) completed the International Physical Activity Questionnaire (IPAQ) in an average time of around 15 minutes, after providing digital informed consent. Multiple regression models assessed how time duration of active transportation, uninterrupted sitting time, and screen time studying increased or reduced confinement effects on physical activity and sitting time. Results The regression models showed that physical activity decreased during confinement for students who engaged in more prolonged periods of active transportation prior to confinement. Moreover, the perception of long, uninterrupted sitting time and high screen time prior to confinement significantly increased sitting time during confinement. Students who adopted the most active transport time prior to confinement were the least likely to increase their screen time during confinement. Conclusions Confinement reduced physical activity levels and increased sitting time, mainly among students who adopted active transport and accumulated longer uninterrupted sitting time prior to confinement. Students who combined-long periods of uninterrupted sitting time with high screen use could be a riskier profile for health. Analysis of physical activity time and sitting position should include its accumulation patterns.

PSMA-targeted delivery of docetaxel in prostate cancer using small-sized PDA-based micellar nanovectors.

In this study, we present the first comparative analysis of active and passive drug delivery systems for docetaxel (DTX) in prostate cancer using supramolecular self-assembled micellar nanovectors. Specifically, we developed two novel micelles based on polydiacetylenic amphiphiles (PDA) for passive and active targeting. The active targeting micelles were designed with a prostate-specific membrane antigen (PSMA) ligand, ACUPA, to facilitate recognition by PSMA-positive cancer cells. These PDA-based micelles feature a well-defined structure with a hydrophobic PDA core and a surface functionalized with PEG, and for active targeting, ACUPA. Our micelles demonstrated excellent encapsulation capacity, significantly improving DTX solubility in water, a crucial factor for clinical drug use. In vitro studies confirmed the safety and cytotoxic profiles of both systems, with ACUPA-functionalized micelles showing notable internalization into PSMA-positive LNCaP cells, mediated through the PSMA-ACUPA interaction. In vivo imaging revealed preferential accumulation of ACUPA-functionalized nanomicelles in LNCaP xenograft tumors, suggesting enhanced retention via specific ACUPA-PSMA interactions and active uptake by LNCaP cells. Notably, Balb/c-Foxn1nu/nu early in vivo studies showed a marked reduction in tumor volume and tumor expression levels of proliferation, cell cycle progression, cell survival and anti-apoptotic markers with DTX-loaded micelles functionalized with ACUPA compared to those without ACUPA. Overall, our studies collect initial evidence regarding the feasibility of supramolecular self-assembly of ACUPA-PDA-based nanomicelles for PSMA-targeted drug chemotherapy delivery developments.

Impact of Ligand Structure on Biological Activity and Photophysical Properties of NHC-Protected Au13 Nanoclusters.

N-heterocyclic carbene (NHC)-protected gold nanoclusters display high stability and high photoluminescence, making them well-suited for fluorescence imaging and photodynamic therapeutic applications. We report herein the synthesis of two bisNHC-protected Au13 nanoclusters with π-extended aromatic systems. Depending on the position of the π-extended aromatic system, changes to the structure of the ligand shell in the cluster are observed, with the ability to correlate increases in rigidity with increases in fluorescence quantum yield. Density functional theory analysis reveals that both synthesized Au13 nanoclusters are 8-electron superatoms but have distinct differences in the characteristics of the lowest unoccupied single-electron states. Qualitatively, this implies different mechanisms for excitations and their decay over the fundamental energy gap. Stability and photophysical studies were carried out to provide the emission lifetime and optical purity of the two clusters. Active intracellular uptake of the nanoclusters was confirmed in vitro using confocal microscopy in human epithelial carcinoma cells. Reactive oxygen species production was measured at 7% efficiency. The high cluster stability, photoluminescence quantum yields, and efficient cellular uptake in cancer cells suggest potential for these nanoclusters as highly efficient and tunable nanomedical platforms.

Polarity sorting of actin filaments by motor-driven cargo transport.

During the active transport of cellular cargo, forces generated by cargo-associated molecular motors propel the cargo along cytoskeletal tracks. However, the forces impact not only the cargo, but also the underlying cytoskeletal filaments. To better understand the interplay between cargo transport and the organization of cytoskeletal filaments, we employ coarse-grained computer simulations to study actin filaments interacting with cargo-anchored myosin motors in a confined domain. We show that cargo transport can lead to the segregation of filaments into domains of preferred filament polarity separated by clusters of aggregated cargoes. The formation of polarity-sorted filament domains is enhanced by larger numbers of cargoes, more motors per cargo, and longer filaments. Analysis of individual trajectories reveals dynamic and heterogeneous behavior, including locally stable aggregates of cargoes that undergo rapid coalescence into larger clusters when sufficiently close. Our results provide insight into the impact of motor-driven organelle transport on actin filaments, which is relevant both in cells and in synthetic environments.

What can ATP content tell us about Barth syndrome muscle phenotypes?

Adenosine triphosphate (ATP) is the energy currency within all living cells and is involved in many vital biochemical reactions, including cell viability, metabolic status, cell death, intracellular signaling, DNA and RNA synthesis, purinergic signaling, synaptic signaling, active transport, and muscle contraction. Consequently, altered ATP production is frequently viewed as a contributor to both disease pathogenesis and subsequent progression of organ failure. Barth syndrome (BTHS) is an X-linked mitochondrial disease characterized by fatigue, skeletal muscle weakness, cardiomyopathy, neutropenia, and growth delay due to inherited TAFAZZIN enzyme mutations. BTHS is widely hypothesized in the literature to be a model of defective mitochondrial ATP production leading to energy deficits. Prior patient data have linked both impaired ATP production and reduced phosphocreatine to ATP ratios (PCr/ATP) in BTHS children and adult hearts and muscles, suggesting a primary role for perturbed energetics. Moreover, although only limited direct measurements of ATP content and ADP/ATP ratio (an indicator of the energy available from ATP hydrolysis) have so far been carried out, analysis of divergent BTHS animal models, cultured cell types, and diverse organs has failed to uncover a unifying understanding of the molecular mechanisms linking TAFAZZIN deficiency to perturbed muscle energetics. This review mainly focuses on the energetics of striated muscle in BTHS mitochondriopathy.

Peddling stories: an investigation of the day-to-day realties for cyclists in Galway

Towns and cities worldwide are challenging the dominance of private cars and seeking ways to limit their use, compelled by the urgency to deal with the climate crisis. There is a growing determination to transition to more active and sustainable transport such as walking, cycling, and public transport, and to reduce our overall need for private car use in urban areas while improving public health and local environs. Cycling is a low-impact aerobic exercise and mobility option that can assist attempts to reduce private car use, cut harmful emissions, and moderate economically damaging traffic congestion in towns and cities. Cycling also offers numerous health and well-being benefits. But in towns and cities where cycling is constrained, marginalised, or ignored by transport planners, little is known about who is cycling, for what purpose, where they are cycling to and from, and their motivation to cycle. In recent times efforts have been made to improve the cycling infrastructure and better promote this mode of travel in Galway, a small city on the West coast of Ireland. This study investigates the experiences of cyclists in the city with data collected from individuals of differing ages and cycling abilities and advocates cycling continues to be marginalised and neglected in the context of implementing transport policy in the city. The findings indicate that most cyclists feel unsafe, and a prevailing car-centric policy mindset prevents cycling from developing to its potential in Galway to the detriment of the local environment, citizens' health, and new economic opportunities.

The response of Petunia × atkinsiana 'Pegasus Special Burgundy Bicolor’ to mechanical stress encompassing morphological changes as well as physiological and molecular factors

In 1973, Jaffe identified and characterized the phenomenon of thigmomorphogenesis, also referred to as mechanical stress (MS) or mechanical stimulation in plants. Previous studies on petunia plants demonstrated that MS significantly affects growth dynamics. As a response to MS, petunias exhibit increased levels of indole-3-acetic acid (IAA) oxidase and peroxidase, although the active transport of endogenous IAA remains unaffected. Furthermore, earlier research has shown that MS inhibits the synthesis of IAA and gibberellin (GA3), with noticeable effects on the 14th day of mechanical stimulation. The current experiment made on Petunia × atkinsiana 'Pegasus Special Burgundy Bicolor’ focused on evaluating the morphological and physiological responses to MS, along with the expression of specific touch-responsive genes such as GH3.1, which is involved in auxin metabolism, and calmodulins (CaMs), playing an important role in stress responses. GH3.1 expression was found to be negatively correlated with IAA synthesis while positively correlated with GAs synthesis and IAA oxidase activity. Variable expression patterns were observed in the calmodulins: CAM53 and CAM81 expression positively correlated with IAA synthesis and plant height, whereas CAM72 expression was positively associated with GAs levels and IAA oxidase activity in plants touched 80× per day, but all of them were negatively related to IAA content and shoot increment, while positively related to GAs synthesis and IAA oxidase activity.

Naphthalene Diimide-Embedded Donor-Acceptor Carbon Nanohoops: Photophysical, Photoconductive, and Charge Transport Properties.

Designing the architecture of donor-acceptor (D-A) pairs is an effective strategy to tailor the electronic structure of conjugated macrocycles for optoelectronic devices. Herein, we present the synthesis of three D-A nanohoops NDI-[n]CPP (n = 7, 8, 9) containing a naphthalene diimide (NDI) unit as an acceptor and [n]cycloparaphenylenes ([n]CPPs) moieties as donors. The D-A characteristics of NDI-[7-9]CPPs were substantiated through absorption and fluorescence spectroscopic studies, electrochemical investigations, and computational analysis. The device investigations demonstrated that the D-A nanohoops NDI-[7-9]CPPs can serve as the photoconductive layer and demonstrate a significant generation of photocurrent with a fast response upon exposure to light. The magnitude of photocurrent shows high dependence on the size of their rings, with an increasing tendency as the ring size decreases. The generation of photocurrent in free acceptor-based CPP has rarely been reported in the previous literature. Significantly, the C60 complexes of NDI-[7-9]CPPs exhibited a marked enhancement in photocurrent under identical conditions; in particular, the photocurrent of C60⊂NDI-[7]CPP is ca. 3.5 times greater than that of NDI-[7]CPP alone. Furthermore, the potential applications of NDI-[7-9]CPPs in electron- and hole-transport devices have also been explored, revealing the clear evidence of their bipolar behavior as an active charge transport layer.

A Proof‐of‐Principle Demonstration: Exploring the Effect of Anode Layer Microstructure on the Alkaline Oxygen Evolution Reaction

AbstractThis study explores the effect of nickel cobalt oxide (Ni‐Co‐O) anode layer microstructure on the oxygen evolution reaction (OER). Four anodes with similar Ni‐Co‐O loadings and chemical characteristics but distinct morphologies are fabricated by ultrasonic spraying catalyst inks of varying solvent composition (pure water versus a water‐ethanol mixture) and drying temperatures (50 and 150 °C) on nickel (Ni) plates. Upon varying solvent composition, particles in the water‐based ink exhibited lower stability than particles in the water‐ethanol‐based ink, boosting the particle connectivity in the layers. This particle connectivity correlated with the mechanical strength of the layers, resulting in reduced contact resistance and enhanced activity. The second observation is that at 50 °C, the surface morphology exhibited hill‐like islands with higher roughness, while at 150 °C, concave hemispherical shapes with lower roughness are observed. From 2D‐distribution data, it is found that surface roughness correlated with the wettability with electrolyte. Roughness increased the lyophobicity and enhanced the activity through more accessible active sites and efficient bubble transport. This work highlights how microstructure affects macroscopic layer properties, and how these in turn can enhance or diminish the performance of the OER compared to bare Ni, offering insights into the knowledge‐based design of anode layers.

The effect of environmental factors on transepithelial potential in a model Amazonian teleost, the tambaqui (Colossoma macropomum): Implications for sodium balance in harsh environments.

The tambaqui (Colossoma macropomum, G. Cuvier 1818) thrives both in the ion-poor waters of the Amazon and in commercial aquaculture. In both, environmental conditions can be harsh due to low ion levels, occasional high salt challenges (in aquaculture), low pH, extreme PO2 levels (hypoxia and hyperoxia), high PCO2 levels (hypercapnia), high ammonia levels (in aquaculture), and high and low temperatures. Ion transport across the gill is affected by active transport processes, passive diffusive permeability, ion concentrations (the chemical gradient), and transepithelial potential (TEP, the electrical gradient). The latter is a very important indicator of ionoregulatory status but is rarely measured. Using normoxic, normocapnic, ion-poor, low-dissolved organic carbon (DOC) well water (27°C, pH 7.0) as the acclimation and reference condition, we first confirmed that the strongly negative TEP (-22.3 mV inside relative to the external water) is a simple diffusion potential. We then evaluated the effects on TEP of more complex waters from the Rio Negro (strong hyperpolarization) and Rio Solimões (no significant change). Additionally, we have quantified significant effects of acute, realistic changes in environmental conditions-low pH (depolarization), hypercapnia (depolarization), hypoxia (depolarization), hyperoxia (hyperpolarization), elevated NaCl concentrations (depolarization), and elevated NH4Cl concentrations (depolarization). The TEP responses help explain many of the changes in net Na+ flux rates reported in the literature. We have also shown marked effects of temperature on TEP and unidirectional Na+ flux rates (hyperpolarization and decreased fluxes at 21°C, depolarization and increased fluxes at 33°C) with no changes in net Na+ flux rates. Calculations based on the Nernst equation demonstrate the importance of the TEP changes in maintaining net Na+ balance.

Lysozyme-coated nanoparticles for active uptake and delivery of synthetic RNA and plasmid-encoded genes in plants.

Nanoparticle-mediated delivery of nucleic acids and proteins into intact plants has the potential to modify metabolic pathways and confer desirable traits in crops. Here we show that layered double hydroxide (LDH) nanosheets coated with lysozyme are actively taken up into the root tip, root hairs and lateral root junctions by endocytosis, and translocate via an active membrane trafficking pathway in plants. Lysozyme coating enhanced nanosheet uptake by (1) loosening the plant cell wall and (2) stimulating the expression of endocytosis and other membrane trafficking genes. The lysozyme-coated nanosheets efficiently delivered synthetic mRNA, double-stranded RNA, small interfering RNA and plasmid DNA up to 15 kb in size into tobacco roots, and also functional nucleic acids into leaves, callus, flowers and developing pollen of dicot and monocot species. Thus, lysozyme-coated LDH nanoparticles are a versatile tool for efficiently delivering functional nucleic acids into plants.

Controlling the transmembrane transport of chloride by dynamic covalent chemistry with azines.

Stimuli-responsive transmembrane ion transport has become a prominent area of research due to its fundamental importance in cellular processes and potential therapeutic applications. Commonly used stimuli include pH, light, and reduction or oxidation agents. This paper presents the use of dynamic covalent chemistry to activate and modulate the transmembrane transport of chloride in liposomes. An active chloride transporter was obtained in situ within the lipid bilayer by dynamic azine metathesis. The transport activity was further tuned by changing the structure of the added azines, while the dynamic covalent chemistry could be activated by lowering the pH. This dynamic covalent chemistry opens a new approach towards controlling transmembrane transport.

Environmental factors affecting the BMI of older adults in the Philippines spatially assessed using machine learning.

This study aimed to assess the environmental variables affecting the Body Mass Index of older adults at neighborhood levels (1 ha) while mapping probability distributions of normal, overweight-obese, and underweight older adults. We applied a data-driven method that integrates open-access remote sensing products and geospatial data, along with the first nutritional survey in the Philippines with geo-locations conducted in 2021. We used ensemble machine learning of different presence-only and presence-absence models, all subjected to hyperparameter tuning and variable decorrelation. The cross-validated ensemble model was found to have AUC=0.76-0.93 and TSS =0.45-0.81, which indicates that the models are performing better than random chance. We found that neighborhoods with (a) short distances to the main city, (b) short distances to roads, and (c) with densest road network all drive overweight-obese cases. The latter (c) contrasts the findings in Western developed countries because of delimiting factors in a tropical developing country related to active public transport, crime, weather, the walkability of roads, and even the COVID-19 restrictions during the time of the surveys. The probability distribution maps revealed that the older adults in the Philippine case cities were mostly overweight-obese, especially within and nearby city centers. We finally showed priority neighborhoods for intervention and local policy implementation, providing valuable insights for local government units.