# Enhancing Molecular Diagnostic Accuracy in Genetic Eye Disorders Through a Personalized Re-Evaluation Strategy

**Authors:** Pedro Moreira Martins, Inês Figueiredo, Nuno Cruz, Beatriz Rodrigues Gaspar, Rufino Silva, Ana Luísa Carvalho, João Pedro Marques

PMC · DOI: 10.1167/iovs.67.1.62 · 2026-01-30

## TL;DR

A personalized re-evaluation strategy improves genetic diagnosis rates in eye disorders by combining updated testing and expert review.

## Contribution

A tailored re-evaluation approach increased diagnostic yield by over 10% in genetic eye disorders.

## Key findings

- Initial testing diagnosed 59.4% of families, increasing to 70.1% after re-evaluation.
- Personalized re-testing resolved 43 additional cases using updated panels and variant analysis.
- Periodic re-evaluation and improved methodologies led to 86 additional definitive diagnoses.

## Abstract

Although genetic testing is crucial to provide prognostic information in genetic eye disorders (GEDs), up to 35% of cases remain unsolved after testing. We aim to describe how a tailored re-evaluation strategy, using up-to-date molecular testing, case-by-case review, and integration of in silico tools may increase the diagnostic yield.

A total of 988 individuals from 800 families evaluated at the largest Portuguese GED referral center (Hospitais da Universidade de Coimbra) were included. All had a clinical diagnosis based on clinical findings and deep phenotyping and underwent genetic testing. Targeted re-evaluation included updated Next Generation Sequencing (NGS) panels, Exome Sequencing (ES) reanalysis, and assays for intronic variants, copy number variants, and ORF15-RPGR region. Variants of uncertain significance (VUS) were reassessed using segregation studies, literature/database review, and bioinformatic tools.

Initial testing yielded a molecular diagnosis in 475 families (59.4%). Variant reclassification enabled 39 additional diagnoses. A personalized re-testing strategy resolved 43 more, either through updated NGS panels (11), ES-reanalysis (14) and identification of deletions, GC-rich, and intronic variants (22). Overall, the solved rate increased from 59.4% to 70.1%. An additional 45 families (5.6%) carry phenotype-consistent VUS that could not be reclassified at the present date (partially-solved cases).

This personalized re-evaluation strategy, incorporating state-of-the-art genetic testing, evidence-based variant reclassification, and case review by a multidisciplinary team increased the solved rate by over 10%. Consequently, 86 additional families received a definitive diagnosis and accurate genetic counseling, underscoring the impact of periodic re-evaluation and continuous improvement in genetic testing methodologies.

## Full-text entities

- **Genes:** CDH3 (cadherin 3) [NCBI Gene 1001] {aka CDHP, HJMD, PCAD}, MAK (male germ cell associated kinase) [NCBI Gene 4117] {aka RP62}, RDH5 (retinol dehydrogenase 5) [NCBI Gene 5959] {aka 9cRDH, HSD17B9, RDH1, SDR9C5}, OTX2 (orthodenticle homeobox 2) [NCBI Gene 5015] {aka CPHD6, MCOPS5}, MMACHC (metabolism of cobalamin associated C) [NCBI Gene 25974] {aka cblC}, RP2 (RP2 activator of ARL3 GTPase) [NCBI Gene 6102] {aka DELXp11.3, NM23-H10, NME10, TBCCD2, XRP2}, HPS6 (HPS6 biogenesis of lysosomal organelles complex 2 subunit 3) [NCBI Gene 79803] {aka BLOC2S3}, TOPORS (TOP1 binding arginine/serine rich protein, E3 ubiquitin ligase) [NCBI Gene 10210] {aka LUN, P53BP3, RP31, TP53BPL}, IMPDH1 (inosine monophosphate dehydrogenase 1) [NCBI Gene 3614] {aka IMPD, IMPD1, IMPDH-I, LCA11, RP10, sWSS2608}, SCAPER (S-phase cyclin A associated protein in the ER) [NCBI Gene 49855] {aka IDDRP, MSTP063, ZNF291, Zfp291}, IQCB1 (IQ motif containing B1) [NCBI Gene 9657] {aka NPHP5, PIQ, SLSN5}, MKKS (MKKS centrosomal shuttling protein) [NCBI Gene 8195] {aka BBS6, HMCS, KMS, MKS}, USH2A (usherin) [NCBI Gene 7399] {aka RP39, US2, USH2, dJ1111A8.1}, PEX1 (peroxisomal biogenesis factor 1) [NCBI Gene 5189] {aka HMLR1, PBD1A, PBD1B, ZWS, ZWS1}, RS1 (retinoschisin 1) [NCBI Gene 6247] {aka RS, XLRS1}, OCA2 (OCA2 melanosomal transmembrane protein) [NCBI Gene 4948] {aka BEY, BEY1, BEY2, BOCA, D15S12, EYCL}, IFT88 (intraflagellar transport 88) [NCBI Gene 8100] {aka D13S1056E, DAF19, TG737, TTC10, hTg737}, IFT140 (intraflagellar transport 140) [NCBI Gene 9742] {aka CED5, MZSDS, PKD9, RP80, SRTD9, WDTC2}, BBS2 (Bardet-Biedl syndrome 2) [NCBI Gene 583] {aka BBS, RP74}, EYS (EGF-like photoreceptor maintenance factor) [NCBI Gene 346007] {aka C6orf178, C6orf179, C6orf180, EGFL10, EGFL11, RP25}, CEP290 (centrosomal protein 290) [NCBI Gene 80184] {aka 3H11Ag, BBS14, CT87, JBTS5, LCA10, MKS4}, RP1L1 (RP1 like 1) [NCBI Gene 94137] {aka DCDC4B, OCMD, RP88}, ARL2BP (ARF like GTPase 2 binding protein) [NCBI Gene 23568] {aka BART, BART1, RP66, RP82}, AHI1 (Abelson helper integration site 1) [NCBI Gene 54806] {aka AHI-1, JBTS3, ORF1, dJ71N10.1}, GATAD2B (GATA zinc finger domain containing 2B) [NCBI Gene 57459] {aka GANDS, MRD18, P66beta, p68}, USH1G (USH1 protein network component sans) [NCBI Gene 124590] {aka ANKS4A, SANS}, RPGR (retinitis pigmentosa GTPase regulator) [NCBI Gene 6103] {aka COD1, CORDX1, CRD, PCDX, RP15, RP3}, ATP6 (ATP synthase F0 subunit 6) [NCBI Gene 4508] {aka ATPase6, MTATP6}, WDR19 (WD repeat domain 19) [NCBI Gene 57728] {aka ATD5, CED4, CFAP66, DYF-2, FAP66, IFT144}, CDHR1 (cadherin related family member 1) [NCBI Gene 92211] {aka CORD15, PCDH21, PRCAD, RP65}, ABCA4 (ATP binding cassette subfamily A member 4) [NCBI Gene 24] {aka ABC10, ABCR, ARMD2, CORD3, FFM, RMP}, HK1 (hexokinase 1) [NCBI Gene 3098] {aka CNSHA5, HK, HK1-ta, HK1-tb, HK1-tc, HKD}, RDH12 (retinol dehydrogenase 12) [NCBI Gene 145226] {aka LCA13, RP53, SDR7C2}, RP1 (RP1 axonemal microtubule associated) [NCBI Gene 6101] {aka DCDC4A, ORP1}, COL4A4 (collagen type IV alpha 4 chain) [NCBI Gene 1286] {aka ATS2, BFH, BFH1, CA44}, TTC8 (tetratricopeptide repeat domain 8) [NCBI Gene 123016] {aka BBS8, RP51}, DNAJC21 (DnaJ heat shock protein family (Hsp40) member C21) [NCBI Gene 134218] {aka BMFS3, DNAJA5, GS3, JJJ1}, NPHP1 (nephrocystin 1) [NCBI Gene 4867] {aka JBTS4, NPH1, SLSN1}, COL4A5 (collagen type IV alpha 5 chain) [NCBI Gene 1287] {aka ASLN, ATS, ATS1, CA54}, PRPF31 (pre-mRNA processing factor 31) [NCBI Gene 26121] {aka NY-BR-99, PRP31, RP11, SNRNP61}, PCDH15 (protocadherin related 15) [NCBI Gene 65217] {aka CDHR15, DFNB23, USH1F}, KLHL7 (kelch like family member 7) [NCBI Gene 55975] {aka CISS3, KLHL6, PERCHING, SBBI26}, TULP1 (TUB like protein 1) [NCBI Gene 7287] {aka LCA15, RP14, TUBL1}, LRAT (lecithin retinol acyltransferase) [NCBI Gene 9227] {aka LCA14}, ABCC6 (ATP binding cassette subfamily C member 6) [NCBI Gene 368] {aka ABC34, ARA, EST349056, GACI2, MLP1, MOAT-E}, ARSG (arylsulfatase G) [NCBI Gene 22901] {aka USH4}
- **Diseases:** IRD (MESH:D052919), Hermansky-Pudlak syndrome (MESH:D022861), vision loss (MESH:D014786), CD (MESH:D003424), FH (OMIM:143890), PM-VUS (MESH:D065309), mitochondrial disorder (MESH:D028361), retinopathy (MESH:D058437), IRDs (MESH:D058499), MDs (MESH:D008268), PT (MESH:D006526), ES (MESH:D010855), cone-rod dystrophy (MESH:D000071700), Alport syndrome (MESH:D009394), ID (MESH:C537985), Neuropathy (MESH:D009422), achromatopsia (MESH:D003117), X-linked RP (MESH:C567523), atrophy (MESH:D001284), Joubert syndrome (MESH:C536293), autosomal dominant disease (MESH:D030342), STGD (MESH:D000080362), Eye Disorders (MESH:D005128), Maternally Inherited Leigh Syndrome (MESH:C536035), PXE (MESH:D011561), FSA (MESH:D000073376), P (MESH:D002972), MD (MESH:C535955), X-linked disease (MESH:D040181), diabetic retinopathy (MESH:D003930), retinal and optic nerve disfunction (MESH:D012173), Ataxia (MESH:D001259), ABCA4-related disease (MESH:D000077733), ACHM (MESH:C536129), ciliopathies (MESH:D000072661), CRD (OMIM:120970), HONs (MESH:D015418), RP (MESH:D012174), X-linked retinoschisis (MESH:D041441), CSNB (MESH:C536122), LCA (MESH:D057130), foveal hypoplasia (MESH:C537858), vitreoretinopathy (MESH:D018630), non-syndromic RP (MESH:C537612), LP (MESH:C537419)
- **Chemicals:** LP (-), P (MESH:D010758)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** c.851A>G, c.1005_1007dup, Arg1129Leu, Leu626Phe, c.783G>A, c.2872del p, Arg234His, p.(Phe318del), c.943T>G, Arg106Ser, c.623G>A, c.3196C>T, c.517+5C>A, c.6271-8T>G, c.316C>A, 1622T>C, c.569T>C, c.1150C>T, c.1A>T, c.5196+1136del, Tyr315Asp, p.Pro336dup, c.3421C>T, c.695C>T, c.1556C>T, Gly119Asp, c.952_954del, His144Tyr, Ile3020Thr, c.5510T>A, c.356G>A, c.618_618+11del, c.7932G>A, c.149T>G, 4328G>A, Tyr195His, Pro166Leu, c.183T>A, c.2225del p, Lys130Asn, Cys587Tyr, c.2501del p, c.5603A>T, Thr155Ile, c.2991+1655A>G, p.Phe207fs, p.Cys61*, c.1958-1G>A, c.778+5G>A, P336, c.1327G>A, c.5928-2A>G, c.381del, c.10182G>A, 847C>T, p.(Glu521del), c.304T>C, c.1583G>T, 848A>T, c.390A>C

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12859735/full.md

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Source: https://tomesphere.com/paper/PMC12859735