ReviewBiomedical optics express2025
Light and metabolism: label-free optical imaging of metabolic activities in biological systems [Invited].
Review in Biomedical optics express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- Deep Learning for scaling large-aperture photoacoustic computed tomography : From single fingers to the human hand.Ultrasonics · 2026Article
- Illuminating aging with multimodal optical metabolic imaging.Science advances · 2026Review
- Lysophosphatidic Acid (LPA) Salivary Species Detection and Whole-mount LPA Receptor Localization in Mouse Salivary Gland.bioRxiv : the preprint server for biology · 2026Article
- All-fiber photoacoustic endomicroscopy reveals layer-specific angiogenesis-oxygenation uncoupling in experimental colitis.Science advances · 2026Article
- 3D-PAULM: Integrated Photoacoustic Tomography and Ultrasound Localization Microscopy for Multiparametric Brain and Tumor Imaging.bioRxiv : the preprint server for biology · 2026Article
- Introduction to the feature issue Photoacoustic Imaging and Sensing: Beyond Fundamentals to Translation.Biomedical optics express · 2026Article
- Sound of nurturing: Advanced photoacoustic and ultrasound imaging of placental hemodynamics.Placenta · 2026Article
- Advances in photoacoustic imaging reconstruction and quantitative analysis for biomedical applications.Visual computing for industry, biomedicine, and art · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Metabolic imaging is critical for understanding cellular functions beyond morphology, offering significant insights into various biological processes and disease states. Label-free optical imaging techniques stand out by providing high-resolution, molecularly specific, and/or non-invasive assessments of metabolic activity without relying on exogenous contrast agents. This review discusses the key photon-tissue interactions-absorption, emission, and scattering-that underpin label-free optical imaging modalities for interrogating tissue's metabolic activities at various scales. Specifically, photoacoustic imaging (PAI) leverages absorption-based contrasts such as hemoglobin oxygenation and glucose concentrations to quantify metabolic dynamics. Emission-based techniques, including two-photon fluorescence (TPF) and fluorescence lifetime imaging microscopy (FLIM), exploit intrinsic fluorophores like nicotinamide adenine dinucleotide (NADH) and flavin adenine dinucleotide (FAD) to assess cellular energy metabolism. Interferometric methods, particularly optical coherence tomography (OCT), provide insights into tissue morphological changes. Second harmonic generation (SHG) detects extracellular matrix components such as the collagen network. Molecular vibrational imaging methods, such as stimulated Raman scattering (SRS) microscopy, visualizes spatial heterogeneity of molecular compositions. Recent clinical translations of these methods highlight their growing roles in oncology, neurology, and dermatology, underscoring their potential in early disease diagnosis and monitoring therapeutic responses. Despite challenges such as depth limitations, advancements like wavefront engineering and optical clearing techniques promise to enhance imaging penetration and clinical applicability, paving the way for broader adoption of label-free optical metabolic imaging in both research and clinical settings.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.