{
  "abstract": "Objective and Impact Statement: We present a low-cost, LED-based, epi-illumination deep-UV microscope (epi-DUV) for rapid, label- and slide-free quantitative imaging of fresh bulk tissues, offering a powerful tool for point-of-care and intraoperative histological assessment. Introduction: Label- and slide-free imaging is highly desired in clinical pathology to avoid time-consuming tissue processing while preserving molecular information. Deep-UV microscopy offers high-resolution molecular contrast via intrinsic biomolecular absorption, but prior implementations were limited to thin sections and cell monolayers. Methods: We use an epi-DUV system to capture 255- and 280-nm absorption images, alongside tryptophan autofluorescence, from fresh, unprocessed bulk tissue. A deterministic transformation is applied to the 255-nm absorption images to generate virtual histological staining computationally. Results: This method yields quantitative maps of nucleic acid mass, protein mass, and quantum yield, while the transformation produces accurate H&E-like contrast. The system achieves 0.5-μm lateral resolution and ~6-μm effective slice thickness across a 707 × 707-μm field of view with ~330-ms exposure. This is the first demonstration of quantitative deep-UV molecular imaging of fresh, unlabeled bulk tissue. Conclusion: These results establish a simple, low-cost platform for rapid histological assessment of unprocessed tissue. By providing complementary molecular readouts alongside morphological contrast, this approach overcomes conventional processing limitations for rapid clinical applications.",
  "abstract_shown": true,
  "affiliations": [
    "Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA .",
    "Department of Imaging Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA ."
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 8,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Mingxuan Si",
      "orcid": "0009-0008-6475-6575"
    },
    {
      "affs": [
        0
      ],
      "name": "Viswanath Gorti"
    },
    {
      "affs": [
        0
      ],
      "name": "Aaron D. Silva Trenkle"
    },
    {
      "affs": [
        0
      ],
      "name": "Arjun Renjith"
    },
    {
      "affs": [
        0
      ],
      "name": "Brienna E. Heinsz"
    },
    {
      "affs": [
        0
      ],
      "name": "Kyan Nguyen",
      "orcid": "0009-0009-5761-9414"
    },
    {
      "affs": [
        0
      ],
      "name": "Gabriel A. Kwong"
    },
    {
      "affs": [
        0,
        1
      ],
      "name": "Francisco E. Robles",
      "orcid": "0000-0003-4413-9779"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/2a4sam5bvthjb.bib",
  "cited_by": 0,
  "doi": "10.34133/bmef.0337",
  "fulltext_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13720143/?tool=EBI",
  "id": "2a4sam5bvthjb",
  "issns": [
    "2765-8031"
  ],
  "landing_url": "https://europepmc.org/article/PMC/PMC13720143",
  "language": "eng",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "heading",
      "Research Article"
    ],
    [
      "openalex",
      "1304|Advanced Fluorescence Microscopy Techniques"
    ]
  ],
  "openalex": "W7221829542",
  "pdf_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13720143/pdf/?tool=EBI",
  "pmcid": "PMC13720143",
  "pmid": "42964509",
  "published": "2026-10-30",
  "publisher": "AAAS Science Partner Journal Program",
  "ris": "https://research.draconitic.com/paper/2a4sam5bvthjb.ris",
  "sources": [
    {
      "first_seen": "2026-10-31T12:21:36Z",
      "native_id": "PMC:PMC13720143",
      "source": "europepmc",
      "url": "https://europepmc.org/article/PMC/PMC13720143"
    },
    {
      "first_seen": "2026-11-02T12:23:59Z",
      "native_id": "PMC13720143",
      "source": "pmc",
      "url": "https://doi.org/10.34133/bmef.0337"
    }
  ],
  "subjects": [
    {
      "field": "biochemistry",
      "origin": "openalex:1304|Advanced Fluorescence Microscopy Techniques",
      "subfield": "biophysics"
    }
  ],
  "title": "Label- and Slide-Free Multispectral Quantitative Epi-Illumination Deep-Ultraviolet Microscopy",
  "title_text": "Label- and Slide-Free Multispectral Quantitative Epi-Illumination Deep-Ultraviolet Microscopy",
  "type": "peer-reviewed",
  "updated_at": "2026-11-03T12:21:05Z",
  "url": "https://research.draconitic.com/paper/2a4sam5bvthjb",
  "venue": "BME frontiers",
  "versions": []
}