A retinal organoid's lipids only partly match the human eye
A systematic lipidomic comparison finds that iPSC-derived retinal organoids drift toward the adult human retinal lipid profile as they mature, while iPSC-derived retinal pigment epithelium does not. The mismatch is not a rounding error. It decides which lipid-related drugs and toxicities these models can honestly test.
Source: The Lipidome of iPSC-Derived Retinal Organoids and RPE Partially Resembles that of the Human Retina, Swinkels et al., bioRxiv preprint, 2026. Primary source. Read the full preprint text, including results, figure legends and discussion.
What the work claims
This is a primary methods and characterization paper, not a disease study. The authors profiled the lipid content of two induced pluripotent stem cell (iPSC) derived retinal models, three-dimensional retinal organoids (ROs) and retinal pigment epithelium (iRPE), at several stages of laboratory differentiation, and compared them against post-mortem adult human tissue: the cone-rich central macula, the rod-rich peripheral retina, and RPE with adjacent choroid.1 The retina is one of the most lipid-dense tissues in the body, so a lipidomic census is a fair test of how human-like these models really are.
The headline is deliberately hedged in the title: the models resemble the human lipidome only partially. Retinal organoids grew more human-like with longer culture, with day 240 organoids converging toward the post-mortem retina and carrying features of both macular and peripheral regions. The iRPE lipidome, by contrast, differed markedly from post-mortem RPE and did not improve with time. The bold move here is refusing to declare victory: rather than assert that an iPSC model recapitulates the human retina, the paper measures exactly how far short it falls, and where.
How it works
Lipids were sorted into classes: structural phospholipids such as phosphatidylcholine (PC) and sphingomyelin (SM), neutral lipids such as diacylglycerol (DG) and triglycerides, cholesteryl esters (CE), and specialized species including acylcarnitines (fatty-acid carriers for mitochondrial burning) and bis(monoacylglycerol)phosphate (BMP), a lipid that lives in the lysosome and helps degrade other lipids. The retina also runs on very-long-chain polyunsaturated fatty acids (VLC-PUFAs) and docosahexaenoic acid (DHA), which pack into photoreceptor membranes.
The RPE comparison was stark. Cholesteryl esters made up roughly 80 percent of the measured lipids in post-mortem RPE. After setting CE aside, post-mortem RPE was dominated by neutral lipids, with DG the single most abundant class at about 23 percent, while PC fell to 7 percent and SM to 10 percent. The iRPE model inverted this, sitting high in structural phospholipids (PC around 19 to 23 percent, SM around 17 to 21 percent). Crucially, acylcarnitines (about 9 percent of post-mortem RPE), hydroxy-acylcarnitines and BMP were not detected in iRPE at all. Fold-change analysis found roughly 1100 lipid species at least five-fold higher and about 200 at least five-fold lower in post-mortem RPE than in iRPE, with the more complex species enriched in the human tissue. Yet among the fifty most abundant species, 22 to 26 were shared, so the two are not unrelated, just differently balanced.
The organoid story was more encouraging. Retinal organoids are cone-dominant and mature slowly. The authors sampled day 140, day 180 and day 240; the oldest organoids clustered apart from the younger ones and drifted toward the post-mortem profile, and the balance of arachidonic-acid-containing versus VLC-PUFA-containing lipids shifted with age. Feeding iRPE with photoreceptor outer segment material pushed some DHA-rich BMP species toward human levels, showing that substrate supply, not just cell identity, shapes the lipidome. The post-mortem macula and periphery were themselves completely separable by lipid profile, which matters because organoids resemble the macula slightly more than the periphery.
The strongest version of the result
The steelman is that this is exactly the kind of unglamorous calibration the field needs. Most organoid papers assert fidelity from a handful of marker genes; here the authors measured a whole lipid ecosystem and reported the shortfall honestly. Two findings are genuinely useful. First, organoid maturation is real and measurable, so prolonged culture is a lever an experimenter can pull. Second, the RPE gap is partly explainable: the post-mortem RPE samples included choroid and Bruch's membrane, tissues that accumulate cholesteryl esters with age, so some of the huge CE fraction may reflect what was dissected rather than what the RPE cell itself contains. That cuts in the model's favor and shows the authors are not stacking the deck against their own system.
Where a skeptic should push
The most load-bearing assumption is that a post-mortem adult retina is the right yardstick. It may be the only available one, but it is a hard target for an embryonic-equivalent organoid: the donors were aged, the organoids are developmentally young, and lipid composition changes across a lifetime. A model can be a faithful reproduction of a young human retina and still look unlike an eighty-year-old donor. The paper is careful about this, but readers reaching for the word "invalid" should not.
Second, the numbers are small and the variance is structural. Inter-line differences drove more of the iRPE variation than differentiation time did, meaning a lipid phenotype could reflect which stem-cell line you happened to use rather than biology. The paper's own prescription, isogenic controls, is the right one, but it is a warning that single-line results will not travel. Third, "partially resembles" is doing heavy lifting: a 44 to 52 percent overlap at the most-abundant-species level is compatible with both an optimistic and a pessimistic reading, and the paper wisely does not oversell which.
What a half-human lipidome does to eye screens
For organoid models of the human eye and the drug work built on them, the sharpest implication is not the overall percent match. It is the one lipid class the iRPE model was missing entirely. BMP is the canonical readout for drug-induced phospholipidosis, the lysosomal lipid accumulation that cationic amphiphilic drugs (many antidepressants, antiarrhythmics and antimalarials) provoke, and it is central to lysosomal lipid degradation generally. An unstimulated iRPE screen with no detectable BMP is a poor reporter of the very toxicity, or the very lysosomal-lipid disease mechanism, that a sponsor might be testing it for. The important qualifier is that this reflects the model as differentiated here, not a permanent incapacity: the same paper showed that feeding photoreceptor outer segments induced BMP species in iRPE, some approaching human levels, so the readout can be restored with the right substrate load. Until that induction is demonstrated for a given assay, a baseline-BMP-negative iRPE should be treated as unvalidated for phospholipidosis and lysosomal-lipid endpoints rather than trusted to call them. The same logic applies to acylcarnitines and mitochondrial fatty-acid oxidation: their absence from the baseline lipidome is poor coverage of that lipid state, not proof the cells cannot perform it. This is the validity-envelope point in its cleanest form: throughput and human origin do not confer competence on a readout the model does not yet produce, and the honest status of an uninduced endpoint is unproven, not demonstrated.
The opportunity is the mirror image. Because the organoid lipidome moves with age and with substrate supply, it is tunable. Extending culture past day 240 and supplementing photoreceptor outer segments pushed specific human-like species upward, which is a concrete recipe for building a fit-for-purpose model for lipid-related retinal disease rather than a generic one. But there are two non-obvious threats a screen designer should price in. The arachidonic-acid to VLC-PUFA balance inverts between the younger and older organoids, so any lipid measurement has to be read against an age-matched baseline, and for a drug that acts on the polyunsaturated-lipid axis specifically the measured direction of effect can itself be organoid-age-dependent; a lipid readout without a fixed, reported organoid age is not interpretable. And because organoids are cone-dominant and lean macular, rod-first diseases and the VLC-PUFA biology that defines them are under-represented, so a drug aimed at a peripheral rod degeneration is being judged in tissue where rods and their defining lipids are under-sampled, rather than in a faithful regional match. None of this says retinal organoids cannot support drug discovery. It says the honest unit of validity is per lipid class, per organoid age, per retinal region, and this paper is the map of where those boundaries currently sit.
The bottom line
Established here: iPSC retinal organoids converge toward the adult human retinal lipidome with prolonged differentiation, iPSC RPE does not, and the iRPE model lacks detectable BMP and acylcarnitines that the human tissue carries. Still hypothesis: that longer culture or defined supplementation can close the gap enough for regulatory-grade lipid toxicology, and that the residual mismatch is developmental age rather than a permanent ceiling. What would confirm the optimistic case is a matched comparison against age-appropriate human retina, or a demonstration that a supplemented, aged organoid correctly calls a known phospholipidosis-inducing drug. What would break it is finding that the missing lysosomal and mitochondrial lipid machinery does not return with any culture protocol. Until then, these are promising but partial models, and the safest use is the one the data supports: study the lipid classes the model actually contains, at a stated age, and bound every claim to them.
Frequently asked questions
What is a retinal organoid and why lipids?
A retinal organoid is a three-dimensional tissue grown from induced pluripotent stem cells that self-organizes into layered retina with the major cell types. Lipids matter because the retina has an exceptionally high lipid content, and disturbances in lipid synthesis or recycling drive diseases from rare metabolic disorders to age-related macular degeneration.
Why did the RPE model perform worse than the organoids?
The iPSC-derived RPE lipidome differed markedly from post-mortem RPE and, unlike the organoids, did not improve with longer culture. Part of the gap may be an artifact, because the post-mortem RPE samples included choroid and Bruch's membrane, which are lipid-rich. But the model also lacked whole classes of lipids the human tissue contained.
Which lipid was missing, and why does it matter for drugs?
Bis(monoacylglycerol)phosphate, or BMP, was not detected in the unstimulated iRPE model. BMP is the standard biomarker for drug-induced phospholipidosis and is central to lysosomal lipid breakdown, so a model lacking it at baseline is a poor reporter of that toxicity. Notably, the same study showed that feeding photoreceptor outer segments induced BMP in iRPE, so the readout can be restored rather than being permanently absent.
Does organoid age change the answer a drug screen gives?
It can. The balance of arachidonic-acid-containing and very-long-chain polyunsaturated lipids inverted between younger organoids and day 240 organoids, so a lipid-based readout depends heavily on when the assay was run. A drug effect on polyunsaturated-lipid handling could appear different, or even opposite, at different organoid ages.
Are these models ready to replace animals for eye safety testing?
Not as a drop-in. They are valuable new approach methodologies for specific lipid-related questions, but the incomplete lipidome, the missing lysosomal and mitochondrial lipid species, and strong line-to-line variability mean claims must be bounded to the lipid classes and organoid stages actually validated.
What would make retinal organoids a stronger lipid model?
The data point to two levers: extending differentiation beyond day 240 and supplying substrate such as photoreceptor outer segments, which pushed some human-like species toward native levels. Using isogenic controls is essential to separate disease effects from genetic-background noise.
References
- Swinkels D, van Oosten EM, Bouckaert M, Hoogendoorn ADM, et al. The Lipidome of iPSC-Derived Retinal Organoids and RPE Partially Resembles that of the Human Retina. bioRxiv. 2026. https://www.biorxiv.org/content/10.64898/2026.06.09.730899v1.full. Accessed 2026-07-23.