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From monolayer to microtissue: Measuring what matters in 3D drug discovery

Darren Heywood, Senior Product Manager at Promega UK, examines assay formats built specifically for 3D measurements.
A 3D microtissue, such as a spheroid or organoid, is not a monolayer with more cells. These are three-dimensional cultures that self-organise into structures resembling real tissue. In a spheroid, as it grows, oxygen and nutrients become limited towards the centre, creating a gradient from actively proliferating cells at the outer edge to quiescent, hard-to-reach cells at the core. Those core cells are, in many respects, the ones that matter most. An assay that reads only the outer rim isn’t measuring the wrong model, it’s measuring the wrong cells.
That biology is different from monolayer cultures, and in drug discovery it matters. Potency data from the outer layers reflects the cells most directly exposed to drug, not the resistant, quiescent population at the core that drives relapse and clinical failure. It’s a key reason why compounds that look promising in the lab often disappoint in the clinic.
Endpoint assays: Adapted for the biology
Endpoint assays are the backbone of early compound screening, generating IC50 values and dose-response curves that determine which compounds progress. Running them in 3D is not always straightforward. The most common issue is lysis: standard buffers were designed for flat monolayers, not for cells embedded in matrix, and incomplete lysis means IC50 values are underestimated, reflecting only the most accessible cells rather than the full population. Stronger lysis conditions fix this. CellTiter-Glo 3D was reformulated for this purpose, giving reliable IC50 values from the full depth of the spheroid. The IC50 values are typically higher than in monolayer cultures, not because the assay is less sensitive, but because the spheroid contains quiescent, drug-resistant cells in the hypoxic core that monolayer cultures do not. Caspase-Glo 3/7 3D applies the same enhanced lysis principle to mechanism of action studies, measuring caspase-3/7 activity across the full spheroid depth. In 3D, this readout is more stringent than in 2D. Cells in the hypoxic core actively resist apoptosis through upregulation of anti-apoptotic proteins such as BCL-2 and survivin, a defence mechanism driven by those same oxygen and nutrient gradients. A compound that activates caspase-3/7 in a spheroid is overcoming the hypoxia-driven apoptosis resistance that monolayer cultures do not replicate.
Understanding whether a compound is killing cells or just stopping them from dividing matters for dosing, combination therapy and the likelihood of resistance. The standard marker for this is Ki-67, a nuclear protein expressed only in cells that are actively cycling and absent in quiescent ones. Conventional Ki-67 measurement requires cell fixation, dissociation or sectioning, followed by microscopy or flow cytometry, none of which works at the throughput a compound screen demands. The Lumit Ki-67 assay sidesteps this by detecting Ki-67 from cell lysates in a standard plate reader format with no fixation, no washing and no specialist equipment, making Ki-67 practical for compound screening.
Real-time kinetic assays: Beyond what endpoints can show
Endpoint assays give a snapshot of compound activity at a single point in time. What they cannot show is when those effects start, how fast they develop or whether they reverse. This shapes dosing, scheduling and combination decisions. Real-time kinetic assays add reagents to the culture medium without lysing the cells. The 3D structure stays intact and the same well can be read repeatedly, capturing the full-time course of compound activity.
Kinetic data from 2D cultures does not always translate to 3D. Without the diffusion barriers, quiescent subpopulations and hypoxic gradients that develop in a spheroid, monolayer cells do not present the same resistance mechanisms. Compounds that appear highly active in 2D can show less effect in spheroids of the same cell line. Using the RealTime-Glo Annexin V Apoptosis and Necrosis Assay, Kota et al. showed that Proscillaridin A induced apoptosis at earlier timepoints and at higher rates in oncogenic KRAS spheroids compared with wild-type. This selectivity was completely absent in 2D, where both cell lines were equally inhibited and the compound would have been discarded (Oncogene, 2018). It shows how 3D kinetic measurement can change which compounds advance. What real-time kinetic assays cannot access is what cells release into the medium, and for that a different approach is needed.
Media-sampling assays: A window into biology that other formats miss
Media-sampling assays address this by measuring analytes from the culture medium without disturbing the cells, from the same well, throughout the treatment period.
For metabolic profiling studies, 2D data can overestimate compound activity because the biology that drives metabolic resistance in tumours does not exist in monolayer cultures. Oxygen and nutrient gradients in spheroids drive a Warburg-like glycolytic shift, with elevated glucose consumption and increased lactate secretion, that closely mirrors the tumour microenvironment. In monolayer cultures, cells are uniformly oxygenated and proliferating, so the metabolic readout has little relevance to what a compound encounters in vivo. Glucose-Glo and Lactate-Glo measure these outputs from as little as 2–5µL of conditioned media, leaving the spheroid intact. Glutamine adds a further dimension: quiescent cells in the hypoxic core are less glutamine-dependent than actively cycling cells, so glutaminase inhibitors appear more potent in 2D than in 3D. Glutamine/Glutamate-Glo picks this up early, before it becomes a clinical problem.
CYP450 activity illustrates what 3D adds for safety assessment. Primary hepatocytes in monolayer lose CYP activity within 24 to 48 hours, often before the experiment is finished. The same cells in 3D microtissues retain it for days to weeks, making drug-drug interaction and metabolic liability studies reliable in a way that 2D cannot. P450-Glo Assays measure CYP activity directly from the culture medium, so the same microtissue can be followed across the full study.
Multiplexing: The complete picture from one well
In 2D, running separate assays on separate wells is straightforward as cells are plentiful and easily replicated. In 3D, each microtissue takes days to form and cannot be reproduced on demand. Spheroids vary in size, necrotic core depth and matrix density, so data from different wells can carry biological noise unrelated to the compound. When a progression decision rests on whether a compound is cytotoxic or cytostatic, or whether a metabolic effect is a liability or a mechanism, that noise matters.
The solution is to take all measurements from the same well. Because none of the non-lytic assay formats destroy the culture, they can be measured before the final lytic endpoint read: kinetic viability and cytotoxicity tracked continuously, metabolic readouts sampled from the same medium, and either Caspase-Glo 3/7 3D or Lumit Ki-67 to close. This gives the complete picture from a single well, without the cross-well noise.
Conclusion
Measuring in 3D is not just about having a better model. It is about accessing biology that monolayers do not contain. Endpoint assays reformulated for enhanced lysis give IC50 values that reflect drug-resistant quiescent cells, not just the proliferating outer rim. Real-time kinetics reveal compound selectivity that 2D screening obscures – Proscillaridin A being the clearest example. Media-sampling assays capture the metabolic state and functional outputs that 2D models cannot maintain. Run together, they show what compounds do in a way that 2D screening cannot match.
About the author
Darren Heywood holds a PhD in Neuroscience from the University of Bristol, specialising in neuronal cell death signalling. Now a Senior Product Manager at Promega UK with 12 years’ experience, he manages the cell health and metabolism portfolio, raising awareness of tools that enable more accurate monitoring of 3D cell health.
From DDW Volume 27 – Issue 3, Summer 2026 – Read the digital issue here
The post From monolayer to microtissue: Measuring what matters in 3D drug discovery appeared first on Drug Discovery World (DDW).
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Genome Mapping Reveals Autoimmune Disease Risk Genes in Innate Lymphoid Cells
A new study published in Nature Genetics suggests that looking beyond the nearest gene may be essential for understanding how immune disease risk variants act in rare immune cells.
The paper, “High-resolution promoter interaction analysis implicates genes involved in activation of type 3 innate lymphoid cells in immune disease risk,” was co-led by researchers at Cincinnati Children’s Hospital, the MRC Laboratory of Medical Sciences, Imperial College London, along with collaborators. The team mapped long-distance DNA interactions in type 3 innate lymphoid cells, or ILC3s, a rare population of tissue-resident immune cells enriched in the gut, airways, and mucosal lymphoid tissues.
ILC3s help regulate inflammation and maintain barrier integrity, but their rarity has made them difficult to study with conventional genome-organization methods. Many approaches for mapping chromosomal contacts require millions of cells, limiting their use in cell types that may be particularly relevant to disease.
“This work opens the door to studying long-distance DNA interactions in rare immune cells,” says Stephen Waggoner, PhD, scientist in the Center of Autoimmune Genomics and Etiology at Cincinnati Children’s. “Until now, most methods required millions of cells, which limited what we could learn from the cell types most relevant to disease.”
To address that limitation, the investigators used a low-input, high-resolution Promoter Capture Hi-C (PCHi-C) approach to map promoter-anchored chromosomal contacts in primary human ILC3s, alongside CD4+ T cells. They then combined those maps with genome-wide association study data using a Bayesian framework, multiCOGS, to connect Crohn’s disease risk variants with the genes they are most likely to regulate.
![Researchers mapped long-range DNA interactions in rare tonsil-derived ILC3 immune cells to identify regulatory mechanisms linked to autoimmune disease risk. [Cincinnati Children's]](https://www.genengnews.com/wp-content/uploads/2026/08/ILC3-in-autoimmune-risk-graphic_v2-300x141.jpg)
The analysis linked Crohn’s disease risk variants to more than 100 candidate genes in ILC3s, including both known inflammatory bowel disease genes and less expected candidates. Among the latter was CLN3, a gene best known for its role in Batten disease, a rare neurodegenerative disorder.
“While some disease risk variants act on the genes nearest to them, others do not, so if we only look at the nearest gene, we may get the underlying mechanisms wrong,” says Mikhail Spivakov, PhD, head of the Functional Gene Control Research Group at MRC Laboratory of Medical Sciences. “What is more, the patterns of genome folding differ across cell types, so it is important to study the 3D connections between variants and the genes they control in the cells that are relevant for the disease.”
Follow-up experiments in a mouse ILC3-like cell line supported a possible role for CLN3 in regulating inflammatory activity. According to the paper, CLN3 was downregulated after cytokine stimulation, while increasing CLN3 expression altered stimulation-induced transcriptional programs and cytokine secretion. The findings do not establish CLN3 as a causal gene in Crohn’s disease, but they point to a potential immune-related function for a gene more commonly discussed in the context of neurodevelopmental disease.
The researchers also extended the approach to five additional autoimmune conditions, generating a catalog of ILC3-linked risk genes. These genes were enriched for regulators of the ILC3 inflammatory response identified in a CRISPR interference screen.
The next steps appear to include clarifying how CLN3 influences immune-cell function, testing whether the pathways identified in ILC3s can help explain disease mechanisms, and applying the low-input mapping strategy to other rare cell types that have been difficult to study. “Studying genetic regulation in rare cell types allows us to move closer to mechanism, not just association, and that’s essential for making genetic findings meaningful across medicine,” says Waggoner.
The post Genome Mapping Reveals Autoimmune Disease Risk Genes in Innate Lymphoid Cells appeared first on GEN – Genetic Engineering and Biotechnology News.
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STAT+: As Trump administration pushes court-ordered mental health care, a new report raises questions
In the last three decades, as involuntary outpatient treatment for people with serious mental health conditions like schizophrenia have expanded to almost every state, the evidence for these programs’ efficacy has remained murky.
A new evaluation of New York’s involuntary outpatient treatment program adds another wrinkle to the complex existing scientific literature on this type of care. Assisted outpatient treatment (AOT) reduced hospitalizations, arrests, and more. So did voluntary treatment. The independent authors concluded that the state should funnel more money toward voluntary services, especially after hearing about the coercion and harms that people experienced under AOT orders.
“When people are engaged in services, they have better outcomes,” said Bevin Croft, director of Human Services Research Institute’s Behavioral Health team and one of the study’s authors. “Whether or not that engagement is voluntary doesn’t seem to make a huge difference.”
In the last three decades, as involuntary outpatient treatment for people with serious mental health conditions like schizophrenia have expanded to almost every state, the evidence for these programs’ efficacy has remained murky.
A new evaluation of New York’s involuntary outpatient treatment program adds another wrinkle to the complex existing scientific literature on this type of care. Assisted outpatient treatment (AOT) reduced hospitalizations, arrests, and more. So did voluntary treatment. The independent authors concluded that the state should funnel more money toward voluntary services, especially after hearing about the coercion and harms that people experienced under AOT orders.
“When people are engaged in services, they have better outcomes,” said Bevin Croft, director of Human Services Research Institute’s Behavioral Health team and one of the study’s authors. “Whether or not that engagement is voluntary doesn’t seem to make a huge difference.”
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STAT+: California Supreme Court sides with Gilead in ‘duty’ to innovate case
The California Supreme Court sided with Gilead Sciences in a closely watched case brought by thousands of patients who argued the company was negligent for slow-walking development of an HIV medicine that was safer than another drug it was already selling.
In a 6-1 decision, the court overturned a state appeals court ruling two years ago that Gilead could be held liable, raising alarm in the pharmaceutical industry that drug development decisions could be influenced by the fear of legal liability.
The case began after more than 24,000 people claimed in federal and state court lawsuits that they unnecessarily suffered kidney injury and bone loss from the older drug. They maintained that Gilead cynically managed its product pipeline at the expense of people who should have been treated with a safer medicine.
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