ArticleCell reports methods2023
Quantitative chemometric phenotyping of three-dimensional liver organoids by Raman spectral imaging.
Article in Cell reports methods, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
What it found
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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
23 citing papers in PubMed, 29 citations in OpenAlex.
- From Spectral Maps to Biomedical Evidence: A Minimum Evidentiary Framework for Label-Free Raman Imaging (Reply to Letter-to-the-Editor).Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
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- Label-free biochemical imaging and time point analysis of neural organoids via deep learning-enhanced Raman microspectroscopy.Science advances · 2026Article
- Label-free Raman spectroscopic imaging enables high-content molecular phenotyping of respiratory diseases from bronchoalveolar lavage fluid.Journal of translational medicine · 2026Article
- Super-Multiplexed Label-Free Raman Imaging Uncovers Novel Testicular Metabolic Couplings for Residual Body and Spermatogonial Differentiation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Illuminating aging with multimodal optical metabolic imaging.Science advances · 2026Review
- Measuring Propidium Iodide Brightness as a Function of Viability: A High-Throughput Quantitative Assessment of Hepatic Spheroids.Artificial organs · 2026Article
- Inertial sensing of water content in tumor spheroids.Science advances · 2026Article
- Optical phantoms for the characterization and validation of imaging and spectroscopy: a review.Biophotonics discovery · 2026Review
- A Validated Mass Spectrometry Platform for Oxysterol Analysis of Single Human Gastruloids and Liver Organoids.Analytical chemistry · 2026Article
- Label-free molecular profiling of cancer using Raman spectroscopy: from fundamentals to clinical applications.Frontiers in oncology · 2026Review
- Application of Induced Pluripotent Stem Cells (iPSCs) in Hereditary and Viral Diseases of the Liver: Modeling and Treatment.International journal of molecular sciences · 2025Review
- Mapping Selenium Nanoparticles Distribution Inside Cells through Confocal Raman Microspectroscopy.ACS applied materials & interfaces · 2025Article
- Label-Free Detection of Biochemical Changes during Cortical Organoid Maturation via Raman Spectroscopy and Machine Learning.Analytical chemistry · 2025Article
- Tunable Hybrid Hydrogels of Alginate and Cell-Derived dECM to Study the Impact of Matrix Alterations on Epithelial-to-Mesenchymal Transition.Advanced healthcare materials · 2024Article
- Correlative Quantitative Raman Chemical Imaging and MCR-ALS in Mouse NASH Model Reveals Direct Relationships between Diet and Resultant Liver Pathology.Chemical & biomedical imaging · 2024Article
- An FDA-Validated, Self-Cleaning Liquid Chromatography-Mass Spectrometry System for Determining Small-Molecule Drugs and Metabolites in Organoid/Organ-on-Chip Medium.Analytical chemistry · 2024Article
- SERSomes for metabolic phenotyping and prostate cancer diagnosis.Cell reports. Medicine · 2024Article
- Innovative Approaches for Drug Discovery: Quantifying Drug Distribution and Response with Raman Imaging.Analytical chemistry · 2024Review
- Pump-Less, Recirculating Organ-on-Chip (rOoC) Platform to Model the Metabolic Crosstalk between Islets and Liver.Advanced healthcare materials · 2024Article
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Authors and funding
15 authors at 4 institutions in 3 countries.
Funding
Abstract
Confocal Raman spectral imaging (RSI) enables high-content, label-free visualization of a wide range of molecules in biological specimens without sample preparation. However, reliable quantification of the deconvoluted spectra is needed. Here we develop an integrated bioanalytical methodology, qRamanomics, to qualify RSI as a tissue phantom calibrated tool for quantitative spatial chemotyping of major classes of biomolecules. Next, we apply qRamanomics to fixed 3D liver organoids generated from stem-cell-derived or primary hepatocytes to assess specimen variation and maturity. We then demonstrate the utility of qRamanomics for identifying biomolecular response signatures from a panel of liver-altering drugs, probing drug-induced compositional changes in 3D organoids followed by
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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.