# Expanding the fly eye gene regulatory network: From Drosophila to the hoverfly Episyrphus balteatus

**Authors:** Tomás Navarro, Jesús Torres, Reinaldo Sáez-Moreno, Genoveva Guerrero, Isabel Almudí, Antonella Iannini, Javier Figueras, Karl Wotton, Stein Aerts, Fernando Casares

PMC · DOI: 10.1371/journal.pgen.1011864 · 2026-02-26

## TL;DR

The study compares eye development gene networks in fruit flies and hoverflies, revealing conserved genes and regulatory connections that evolved differently over millions of years.

## Contribution

The paper introduces the hoverfly Episyrphus balteatus as a model to expand and compare the eye gene regulatory network with Drosophila, identifying conserved and divergent regulatory interactions.

## Key findings

- A core set of 22 transcription factors is conserved between Drosophila and Episyrphus eye GRNs.
- Lozenge (lz) was experimentally confirmed as a negative regulator of dachshund (dac) in Drosophila.
- Regulatory link conservation varies across genes, suggesting extensive network rewiring over evolutionary time.

## Abstract

Comparing organ-specific gene regulatory networks (GRNs) across large evolutionary distances remains a major challenge, particularly when the species under study differ in data resolution. This applies to the GRN controlling compound eye development in insects, which is well characterized in Drosophila melanogaster but less well understood in other lineages. Here, we introduce the marmalade fly Episyrphus balteatus (Syrphidae), which diverged from Drosophila approximately 90 million years ago, as a comparative model to study eye development in Diptera. Using RNA-seq and ATAC-seq datasets, we reconstruct the first eye GRN in Episyrphus. Many genes involved in early Drosophila eye specification and differentiation are also active in Episyrphus. Among these, both species share a set of 22 transcription factors (TFs). The GRN built from these TFs and their DNA-binding motifs displays a high degree of internal connectivity. Link conservation analysis, followed by experimental testing in Drosophila, further identifies the AML1/Runx transcription factor lozenge (lz) as a negative regulator of the retinal determination gene dachshund (dac). Within the eye GRN, the degree of regulatory link conservation varies among genes, and both the number and position of regulatory regions often differ across orthologous loci. These results expand the eye GRN of Diptera and suggest extensive network rewiring over the evolutionary span separating Episyrphus and Drosophila.

The gene regulatory network (GRN) controlling the specification and early patterning of the Drosophila eye is often used as a reference for studying insect compound eyes. However, Drosophila belongs to a derived lineage of flies, and it remains unclear which aspects of its eye GRN are broadly conserved and which are lineage-specific. To identify genes and regulatory interactions conserved beyond Drosophila melanogaster and its close relatives, we generated the eye GRN of Episyrphus balteatus, a hoverfly that diverged from Drosophila approximately 90 million years ago, and compared it with the Drosophila eye GRN using RNA-seq and ATAC-seq data. This comparison reveals a core set of conserved genes, including 22 shared transcription factors. The resulting networks show a high degree of connectivity, although the conservation of individual regulatory links varies among genes. We further tested the predictive power of conserved links by examining the relationship between the AML-family transcription factor Lozenge (Lz) and the retinal gene dachshund (dac), and found that dac is indeed regulated by lz. Overall, our work expands the Dipteran eye GRN and suggests that network connectivity is evolutionarily fluid, allowing extensive rewiring over long evolutionary timescales.

## Linked entities

- **Genes:** lz (lozenge) [NCBI Gene 31883], dac (dachshund) [NCBI Gene 34982], AADAC (arylacetamide deacetylase) [NCBI Gene 13], lz (lizard) [NCBI Gene 17106]
- **Species:** Drosophila melanogaster (taxon 7227), Episyrphus balteatus (taxon 286459)

## Full-text entities

- **Genes:** His3.3B (Histone H3.3B) [NCBI Gene 31848] {aka CG8989, Dmel\CG8989, H3.3, H3.3B, His 3.3 B, His 3.3B}, zld (zelda) [NCBI Gene 32994] {aka CG12701, Dmel\CG12701, EP1344, VFL, Vfl, Zelda}, B-H2 (BarH2) [NCBI Gene 32723] {aka B, BH2, Bar, Bar-H2, BarH, Barh2}, dpp (decapentaplegic) [NCBI Gene 33432] {aka BMP, Bmp, CG9885, DPP-C, Dm-DPP, DmDPP}, slp2 (sloppy paired 2) [NCBI Gene 33608] {aka CG2939, Dmel\CG2939, Dmslp2, FD7, FoxG, SLP}, lab (labial) [NCBI Gene 40817] {aka BG:DS00004.9, CG1264, Dm lab, DmLab, Dmel\CG1264, Dmlab}, B-H1 (BarH1) [NCBI Gene 32724] {aka B-H, BH1, Bar, Bar H1, Bar-H1, BarH}, disco (disconnected) [NCBI Gene 32579] {aka CG9908, Dmel\CG9908, disc}, eya (eyes absent) [NCBI Gene 33916] {aka 24582246, BcDNA:LD16029, CG9554, CLI, CLIFT, Clift}, rl (rolled) [NCBI Gene 3354888] {aka 12559, BcDNA:RE08694, CG12559, CG18732, CT34260, CT39192}, ems (empty spiracles) [NCBI Gene 41697] {aka CG2988, Dmel\CG2988, E4, W13, ant}, Dll (Distal-less) [NCBI Gene 37973] {aka 2.7, Art, Ba, BcDNA:LP01770, CG3629, Dmel\CG3629}, oc (ocelliless) [NCBI Gene 31802] {aka CG12154, Dmel\CG12154, Otd, Otx, l(1)7Ff, l(1)8Ac}, ato (atonal) [NCBI Gene 40975] {aka At, CG7508, Dmel\CG7508, ato1, ato[Dm], bHLHa10}, bi (bifid) [NCBI Gene 31379] {aka CG3578, Dm-OMB, Dm-omb, Dmel\CG3578, OMB, Omb}, grn (grain) [NCBI Gene 40962] {aka CG9656, CG9656-PA, Dmel\CG9656, GATAc, GRAIN, Gata-c}, Act79B (Actin 79B) [NCBI Gene 40444] {aka 143060_f_at, ACT4, Actin, ArpF, CG7478, D}, toy (twin of eyeless) [NCBI Gene 43833] {aka CG11186, Dmel\CG11186, Pax-6, l(4)102CDg, l(4)8}, Wnt2 (Wnt oncogene analog 2) [NCBI Gene 35975] {aka CG1916, D-wnt-2, DWnt-2, DWnt2, Dm DWnt2, Dm-2}, dar1 (dendritic arbor reduction 1) [NCBI Gene 38436] {aka CG12029, Dmel\CG12029, l(3)63Ed, l(3)SH5}, luna (luna) [NCBI Gene 2768719] {aka CG17326, CG33473, CG9087, DKLF, Dmel\CG33473, KLF}, sna (snail) [NCBI Gene 34908] {aka BG:DS01845.1, CG3956, Dmel\CG3956, SNAIL, Sco, Snail}, hh (hedgehog) [NCBI Gene 42737] {aka CG4637, Dmel\CG4637, Dmhh, Hg, Mir, Mrt}, Sar1 (Secretion-associated Ras-related 1) [NCBI Gene 42615] {aka 5712, CG7073, Dar-3, Dar3, Dm Sar1, Dmel\CG7073}, eyg (eyegone) [NCBI Gene 39419] {aka BK27, Bk27, CG10488, Dmel\CG10488, lun}, Alp4 (Alkaline phosphatase 4) [NCBI Gene 43671] {aka Aph-4, CG1462, Dmel\CG1462, aph-4, l(3)07028, pMY51}, His3:CG33860 (histone H3) [NCBI Gene 3772517] {aka CG33860, Dmel\CG33860}, grh (grainy head) [NCBI Gene 37038] {aka BcDNA:LD38807, CG30111, CG42311, CG5058, DREB, Dmel\CG42311}, egl (egalitarian) [NCBI Gene 37757] {aka CG4051, Dmel\CG4051, egal}, lilli (lilliputian) [NCBI Gene 33496] {aka 154454_at, 189Y, AFF4, BEST:GH09955, BcDNA:GM02019, CG8817}, peb (pebbled) [NCBI Gene 31391] {aka CG12212, Dmel\CG12212, EG:66A1.1, EP55, HNT, Hin}, dac (dachshund) [NCBI Gene 34982] {aka BG:DS02780.3, CG4952, Dac2-3, Dach, Dachshund, Dm-DAC}, slp1 (sloppy paired 1) [NCBI Gene 33607] {aka CG16738, Dmel\CG16738, Dmslp1, FD6, FoxG, SLP}, Optix (optix) [NCBI Gene 44108] {aka CG18455, D-Six3, Dmel\CG18455, Dsix3, Six3, anon-WO0153538.79}, tsh (teashirt) [NCBI Gene 35430] {aka CG1374, Dmel\CG1374, T shirt, ae, ae[l], l(2)04319}, ovo (ovo) [NCBI Gene 31429] {aka CG15467, CG6824, Dmel\CG6824, Fs(1)K1103, Fs(1)K1237, Fs(1)K155}, lz (lozenge) [NCBI Gene 31883] {aka CG1689, Dmel\CG1689, Lozenge, amx, fs(1)A1569, fs(1)M69}, hth (homothorax) [NCBI Gene 41273] {aka 1323/07, 1422/04, CG17117, Dm-HTH, Dmel\CG17117, MEIS1}, Lim1 (LIM homeobox 1) [NCBI Gene 31813] {aka BcDNA:GH04929, CG10760, CG11354, Dlim1, Dmel\CG11354, Lim}, tio (tiptop) [NCBI Gene 44272] {aka CG12630, Dmel\CG12630}, AstA-R2 (Allatostatin A receptor 2) [NCBI Gene 43393] {aka AR-2, ASTR, AstA R2, AstR, CG10001, D.AlstR2}
- **Diseases:** hAEL (MESH:D021181), AML (MESH:D015470)
- **Chemicals:** acetone (MESH:D000096), Alexa (-), DAPI (MESH:C007293), formaldehyde (MESH:D005557), ice (MESH:D007053), Tween 20 (MESH:D011136), PBS (MESH:D007854), agarose (MESH:D012685), Triton X-100 (MESH:D017830), xylene (MESH:D014992), rhodamine (MESH:D012235), methanol (MESH:D000432), ethanol (MESH:D000431), water (MESH:D014867)
- **Species:** Geobacillus sp. L (species) [taxon 413902], Homo sapiens (human, species) [taxon 9606], Apis (genus) [taxon 7459], Caelifera (grasshoppers, groundhoppers & pygmy mole crickets, suborder) [taxon 7001], Aedes (subgenus) [taxon 149531], Coleoptera (beetles, order) [taxon 7041], Apis mellifera (bee, species) [taxon 7460], Glossina (tsetse flies, genus) [taxon 7393], Drosophila melanogaster (fruit fly, species) [taxon 7227], Danaus plexippus (American monarch, species) [taxon 13037], Aphidomorpha (aphids, infraorder) [taxon 33380], Schistocerca (genus) [taxon 7008], Ceratitis capitata (medfly, species) [taxon 7213], Mus musculus (house mouse, species) [taxon 10090], Escherichia coli (E. coli, species) [taxon 562], Episyrphus balteatus (marmalade hoverfly, species) [taxon 286459], Simosyrphus grandicornis (common hover fly, species) [taxon 290412], Episyrphus (genus) [taxon 286458], Glossina morsitans (tsetse fly, species) [taxon 7394], Tribolium (genus) [taxon 89526]
- **Mutations:** M0251S
- **Cell lines:** lz77a7 — Homo sapiens (Human), Lung adenocarcinoma, Cancer cell line (CVCL_A5MS)

## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12962518/full.md

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Source: https://tomesphere.com/paper/PMC12962518