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1. Introduction
Retinitis pigmentosa (RP), the most common group of inherited retinal diseases (IRD), is characterised by varying degrees of progressive visual loss from retinal degeneration. The disease usually begins with night blindness because of rod photoreceptor dystrophy [1, 2]. The destruction of rods usually results in tunnel vision. Although the visual acuity often is initially preserved, later cone involvement causes macular degeneration and decline of central vision. Intraretinal pigment deposits (“bone spicules”), attenuation of retinal blood vessels, and waxy pallor of the optic disk are characteristic fundus findings. RP can be nonsyndromic, affecting only the eyes, or part of a syndromic disease.
The genetic spectrum of IRD is diverse: almost 300 genes are associated with IRDs (RetNet, https://sph.uth.edu/RetNet/) of which more than 80 are linked with nonsyndromic RP [2]. In addition, a single gene can result in different IRD phenotypes or have autosomal dominant, autosomal recessive, X-linked, or digenic inheritance modes. Currently, up to 50% of patients with RP remain without a genetic diagnosis [3–5]. These are likely explained by both unidentified variants and variants currently considered as variants of uncertain significance (VUS). The as yet unidentified variants are probably in unknown genes, in noncoding regions of the genes, or are genetically complex structural variants (SVs). Specifically, the recent advent of advanced genomic technologies has revealed the substantial contribution of SVs to various human diseases, including IRDs [6–9]. Such variants include deletions, duplications, inversions, and translocations, which can substantially impact gene expression, structure, and function, thereby offering an understudied avenue for understanding the genetic basis of RP.
Most known pathogenic variants in IRD-associated genes are single nucleotide polymorphisms, small indels, and copy number variants (CNV), the last of which contribute to the pathogenesis in an estimated 9% of patients [10]. While pathogenic CNVs caused by transposable genomic elements are a known disease mechanism in patients with IRD [11–16], their contribution to the unresolved cases of RP remains unknown. The approximately 6 kb long interspersed nuclear element-1 (LINE-1 or L1) is the most abundant retrotransposon of the LINE family, estimated to make up 17% of the human genome [17]. Most L1 elements are no longer functional, but the remaining intact copies can give rise to CNVs and may contribute to disease when transposed at an unfavourable genetic location [18–20]. Short-read next-generation sequencing (NGS) techniques struggle with complex genomic rearrangements that span several kilobases in length. While several tools have been developed for detection of mobile element insertions from short-read sequencing data, they are easily missed in routine clinical sequencing unless specifically looked for [21, 22]. Also, the size and sequence composition of these insertions remain often unresolved from short-read sequencing data since only reads overlapping with the insert and the target gene can usually be uniquely mapped to the reference genome. Long-read sequencing methods, like nanopore sequencing, provide a powerful tool to overcome this problem [23, 24].
To uncover difficult-to-find genetic sequence variants that may contribute to IRD, we utilised third-generation, targeted adaptive nanopore sequencing, in analysis of a Finnish family with dominantly inherited RP. As a result, we characterised the size and assembly of a novel 5.6 kb LINE-1 insertion in RP1.
2. Materials and Methods
2.1. Patients
A Finnish family with six individuals affected by dominantly inherited RP was invited to participate. Informed written consent was obtained from all individuals. Affected maternal cousins from the third generation, III.1 and III.2 (index), consented to DNA sampling, comprehensive ophthalmic examination, and collection of medical and family history details by the Inherited Eye Diseases Service, Department of Ophthalmology, Helsinki University Hospital, Finland. Additionally, DNA was obtained from the affected mother, II.3, and healthy father, II.4, of the index patient. The study was approved by the Ethics Review Board of the Hospital District of Helsinki and Uusimaa and adhered to the tenets of the Declaration of Helsinki.
The fundi of III.1 and III.2 were imaged in colour using Clarus 500 (Carl Zeiss, Oberkochen, Germany) and spectral-domain optical coherence tomography (SD-OCT) combined with fundus autofluorescence (FAF) imaging (488 nm excitation; Spectralis, Heidelberg Engineering, Heidelberg, Germany). The visual fields were acquired using the Goldmann perimeter. Full-field electroretinogram (ERG) was recorded using the RETI-port/scan 21 unit (Roland Consult Stasche & Finger, Brandenburg an der Havel, Germany) according to the International Society for Clinical Electrophysiology of Vision standards [25].
2.2. Gene Panel and Whole Exome Sequencing
Genomic DNA (individuals III.1 and III.2), extracted from the peripheral blood using standard methods, was analysed using Blueprint Genetics Retinal Dystrophy Panel Plus (version 6, Feb 22, 2020) (Blueprint Genetics, Helsinki, Finland). The subsequent whole exome sequencing (WES) was performed at the Institute for Molecular Medicine Finland (FIMM, Helsinki, Finland) as follows; 50 ng of gDNA was processed according to Twist Human Core Exome EF Multiplex Complete kit (Twist Bioscience, San Francisco, CA, USA) manual. 4 μl of 15 μM adapters used for ligation were unique dual index (UDI) oligos with unique molecular barcodes (UMI) by IDT (Integrated DNA Technologies, Coralville, IA, USA). Library quantification and quality check were performed using LabChip GX Touch HT High Sensitivity assay (PerkinElmer, Waltham, MA, USA) and Qubit Broad Range DNA Assay (Thermo Fisher Scientific, Waltham, MA, USA). Libraries were pooled to 8-plex reactions according to concentration. The exome enrichment was performed using Twist Comprehensive Exome probes (Twist Bioscience). The captured library pools were quantified for sequencing using the KAPA Library Quantification Kit (KAPA Biosystems, Wilmington, MA, USA) and LabChip GX Touch HT High Sensitivity assay. Sequencing was performed with the Illumina NovaSeq system using an S4 flow cell with a lane divider (Illumina, San Diego, CA, USA) and v1.5 chemistry. The read length for the paired-end run was
2.3. Targeted Adaptive Nanopore Sequencing
Targeted adaptive nanopore sequencing, targeting inherited ocular disease genes and 15 kb of adjacent regions, was performed at FIMM. The target gene panel (Supplementary Table S1), including RP1, was combined from retinal disorders (v2.195), structural eye disease (v1.3), corneal abnormalities (v1.12), optic neuropathy (v2.2), and infantile nystagmus (v1.4) panels available at https://panelapp.genomicsengland.co.uk/panels/. The coordinates for the targets were extended 15 kb up- and downstream. A .bed file was created by merging any overlapping regions, and Bedtools (v2.30) [26] was used to extract the sequence of the target regions from GRCh38.p13 (GCA_000001405.28). The resulting fasta file was used as the target for enrichment in sequencing.
For sequencing, 12 μg of DNA diluted to 100 ng/μl in EB elution buffer (Qiagen, Hilden, Germany) was sheared to ~20 kb fragments using g-TUBE (Covaris, Woburn, MA, USA). The sheared DNA was concentrated, and <10 kb fragments were depleted using an SRE XS kit (PacBio, Menlo Park, CA, USA). Three sequencing libraries per sample were prepared using the ligation sequencing kit SQK-LSK110 according to the manufacturer’s standard protocol, except using 1.5 μg DNA as input. The samples were sequenced adaptively for 72 h with a MinION Mk1B sequencer controlled by MinKNOW v.22.05.5 on Flow Cell R9.4.1 to enrich the target. The flow cells were washed at 21 h (III.1), 42 h (III.2), and 48 h (III.1) using the Flow Cell Wash Kit (all from Oxford Nanopore Technologies, Oxford, UK) whereafter more of the sequencing libraries were loaded to the flow cells. The total amount of libraries loaded to the flow cells was 2772 ng (III.1) and 1844 ng (III.2).
Bases were called from the resulting fast5 files using Guppy (v6.1.7) (Oxford Nanopore Technologies) with a super accuracy model for Flow Cell R9.4.1 (config file: dna_r9.4.1_450bps_sup.cfg). Only
2.4. Validation of Breakpoints
The L1 insertion breakpoints were validated by the Sanger sequencing. PCR amplification of the breakpoints was done using primer pairs with one primer in the RP1 gene and one in the L1 insert. The L1-annealing primers are somewhat unspecific as the L1-derived sequences are found across the human genome in both orientations [29, 30]. The PCR reactions were performed using Biotools DNA polymerase according to the manufacturer’s instructions (Biotools B & M Labs, Madrid, Spain), run in 1% agarose gel, and observed for L1 insertion-specific bands. For the Sanger sequencing, bands of interest were extracted using NucleoSpin Gel and PCR Clean-up Mini Kit according to the manufacturer’s instructions (Macherey-Nagel, Düren, Germany). The PCR fragment of the 5
3. Results
3.1. Phenotype of the Patients
The family with dominantly inherited RP in three generations (Figure 1(a)) reports six relatives affected by RP, two affected members from third generation, III.1 and III.2, being available for detailed examination. The inheritance pattern observed in the family is consistent with either autosomal dominant or maternal inheritance. However, since the affected members do not have syndromic RP, mitochondrial DNA is unlikely to harbour pathogenic variants [31]. The index patient III.2 was diagnosed with RP eight years ago in her thirties. Visual acuity fluctuates because of macular oedema for which she has received several intravitreal injections of triamcinolone and dexamethasone intravitreal implant with good response, each lasting 4-6 months. The Goldmann visual fields exhibit midperipheral scotomas. ERG reveals isoelectric scotopic responses and diminished photopic ones. Patient III.1, her maternal cousin, is in his sixties and was diagnosed with RP in childhood. His visual acuity is near full (best corrected, 0.8/0.8), but the Goldmann visual fields are constricted to 15-20°.
[figure(s) omitted; refer to PDF]
Both patients show typical RP by imaging: arteriolar attenuation, waxy pallor of the optic disk, and midperipheral bone spicules (Figure 1(b)); hypoautofluorescent central macula surrounded by a hyperautofluorescent ring in FAF (Figure 1(c)); and cystoid macular oedema in patient III.2 and perimacular loss of the photoreceptor integrity line in patient III.1 in SD-OCT (Figure 1(d)).
3.2. Sequencing Indicates a Transposable Element Insertion in the RP1 Gene
For both patients, the initial retinal dystrophy gene panels were negative for disease-associated IRD variants. Later reanalysis of the gene panel identified a L1 retrotransposon insertion, RP1 c.2106_2107insL1, of unknown size in exon 4 of patient III.1. Similarly, the WES identified ambiguous insertions with varying lengths at adjacent genomic positions of exon 4 in RP1 of III.1 that were analysed further using IGV (Figure 2(a)). Although not recognised by the WES variant calling algorithm, the variant was identified also in III.2 by IGV inspection (Figure 2(a)). Also, a requested reanalysis of the III.2 gene panel data detected the RP1 c.2106_2107insL1. The called insertion sequence aligned with the consensus sequence of a LINE-1 subfamily, L1P1_orf2 (DF0000316, https://www.dfam.org/) in an antisense orientation (Figure 2(a)). While the 5
[figure(s) omitted; refer to PDF]
3.3. Targeted Adaptive Nanopore Sequencing Describes a 5.6 kb LINE-1 Insertion in RP1 Segregating with RP
To characterise the complete L1 insertion, the samples were subjected to targeted adaptive nanopore sequencing. This resulted in a total of 5.23 Gb (III.1) and 6.27 Gb (III.2) of quality control passed bases in reads of 1 kb or longer accounting for a total number of 480560 (III.1) and 579876 (III.2) reads with an average length 10.8 kb. For both samples, 19.2% of the reads were within the target panel. The average coverage of the nanopore reads for the target genes in the custom panel was 11.1 and 13.3, while for the RP1 gene, the coverage was 13.3 and 14.0 for patients III.1 and III.2, respectively. The full L1 insert was covered by two reads in patient III.2 and in one read in patient III.1 (Figure 3(a) and Supplementary File S2).
[figure(s) omitted; refer to PDF]
The consensus sequence of the L1 insertion, with a size of 5571 bp, aligns with several L1 subfamily members of the Dfam database (https://www.dfam.org/) in both sense and antisense orientations (Figure 3(b) and Supplementary File S2). The L1 insertion is flanked on both sides by an RP1-derived 15 bp target site duplication (TSD; Figure 3(c)), and the rest of the insert aligns with 99.44% sequence identity with a previously published L1 sequence (GenBank: GU477636.1) although missing 777 bp from both ends [32]. Furthermore, the first 1635 bases of the 5
The insertion segregated with RP in affected individuals. Insertion breakpoints were amplified with overlapping PCR from the DNA samples of three available affected individuals (III.1, III.2, and II.3; Figures 4(a) and 4(b)). No L1 insertion-specific amplification was observed in the healthy father of the index (II.4) nor in an unrelated healthy control (Figure 4(b)). The presence of the L1 insertion in affected individuals was confirmed by the Sanger sequencing with results consistent with the nanopore sequencing data (Figure 4(c)).
[figure(s) omitted; refer to PDF]
Taken together, we describe a novel 5.6 kb LINE-1 transposable element insertion in exon 4 of RP1 in a Finnish family with dominantly inherited RP. The insertion creates a premature stop codon (underlined in Figure 4(c)) in exon 4, 10 bp downstream from the insertion site (Figure 4(c)). Wild-type RP1 encodes a protein of 2,156 amino acids (NM_006269.2). If expressed, the L1 insertion would lead to a truncated RP1 protein of 705 amino acids where the three last ones would be encoded by the L1 insertion NG_009840.3(NP_006260.1):p.(I702_N703insVGC
4. Discussion
In the current study, we describe a heterozygous 5.6 kb LINE-1 transposable element (TE) insertion in exon 4 of RP1 (NM_006269.2) that segregates with the disease in a Finnish family with dominantly inherited RP. Although inherited recessively, an insertion of another TE, Alu (c.4052_4053ins328), in exon 4 of RP1 has been reported in Japanese and Korean patients with RP [38–40]. The different inheritance pattern likely depends on the location of the variant, because truncating variants in the middle of RP1 (c.1981-c.2749) are most likely to be dominant [35]. Furthermore, as the insertion occurs in the last exon of the NM_006269.2 transcript encoded by the RP1 gene, it is likely to escape nonsense-mediated decay [41]. However, it remains to be studied if the RP1 mRNA transcripts harboring the L1 insertion are being translated into a truncated RP1 of 705 amino acids in the patients. It has been previously suggested that heterozygous truncating mutations resulting in RP1 of 677-917 amino acids may cause dominant RP via dominant negative effect [42]. The biological function of another RP1 isoform (NP_001362583.1), encoded by transcript variant NM_001375654.1, is currently not known. It should be noted however that this transcript variant lacks the exon 4 of NM_006269.2 and should thus not be affected by the L1 insertion.
Alterations from multiple TEs, most notably from L1, Alu, and SINE-VNTR-Alu (SVA) insertions, have more generally been described as the underlying genetic cause in patients with IRDs, such as insertion of an SVA F retrotransposon in the Bardet-Biedl syndrome 1 (BBS1) gene in patients with BBS, and an intronic SVA insertion in the major facilitator superfamily domain containing 8 (MFSD8) gene in a patient with CLN7 form of the Batten disease [11, 12]. An intronic L1 insertion in the RP2 gene has been described in a patient with X-linked RP, and an Alu insertion in the male germ cell-associated kinase (MAK) gene in several RP patients of Ashkenazi Jewish ancestry [13–16]. Furthermore, previous large-scale exome sequencing studies have reported that 0.03-0.04% of diseases are likely caused by mobile element insertions in the coding sequences of genes [21, 22, 43–45]. In line with these reports, the RP1 c.2106_2107insL1 identified in this study is an unexpected, but not an unprecedented finding most likely describing a further IRD caused by a transposable element.
While several tools for identifying TEs from short-read NGS data are available, they are easily missed unless specifically looked for (for review, see [46]). Also, the characterisation of several kb long elements is impossible from the short reads. Indeed, the identified LINE-1 insertion was originally missed by diagnostic gene panels, and even after reanalysis of the data, its size remained unknown.
Long-read sequencing techniques, including nanopore and single-molecule real-time (SMRT) sequencing, show promise in the identification and description of complex SVs [23, 24, 47]. Targeted adaptive nanopore sequencing allowed us to determine the size, sequence, and breakpoints of the 5.6 kb L1 insertion. Similarly, nanopore sequencing has been used to characterise likely pathogenic SVs in the eyes shut homolog (EYS) gene in two Japanese patients with RP of otherwise unresolved origin [6]. Furthermore, nanopore sequencing deciphered pathogenic SVs in centrosomal protein 78 (CEP78) in patients with autosomal recessive cone-rod dystrophy with hearing loss [7], and SMRT sequencing has characterised pathogenic variants, including SVs, within the highly complex opsin L and M encoding OPN1LW/OPN1MW gene cluster from patients with colour vision impairment [48]. It should be noted that in a retrospective analysis of our nanopore sequencing data using Sniffles2 structural variant caller [49], we could detect the L1 insertion. However, without prior indication of the location, it could have been difficult to filter out the variant of interest from the thousands of called structural variants.
In addition to the targeted adaptive nanopore sequencing described here, an alternative approach to detect mobile element insertions using nanopore sequencing utilizes long-range PCR amplification of the target gene locus before sequencing [50]. This has the benefit of requiring less input DNA and sequencing of only the specific PCR products (i.e., the amplified target gene). However, it requires prior knowledge of the location of the insert for designing primers, additional laboratory work, and may create challenges for the data analysis [51, 52]. On the other hand, the drawback of targeted adaptive nanopore sequencing is the reduced performance of the flow cell over time. This is due to the adaptive mode where the movement of a DNA molecule through the nanopores is reversed if the sequence is not included in the target panel. As such, the method is not optimal for sequencing a single target gene since most of the reads would be rejected during the adaptive sequencing mode. However, this approach has the benefit of not requiring additional handling of the DNA samples before sequencing. You simply define the desired target regions in a .bed file.
In conclusion, given that CNVs contribute to IRD in an estimated 9% of cases [10], more thorough analysis of genomic regions of IRD-associated genes should be considered whenever conventional NGS analysis is uninformative.
Ethical Approval
The project was approved by the institutional review board of the Hospital Region of Helsinki and Uusimaa and followed the tenets of the Declaration of Helsinki.
Consent
Written informed consent was obtained from all participants.
Authors’ Contributions
MPB, PR, and JAT designed the study. ES, JK, MP, KW, and JAT collected and analysed the clinical data. PR performed the DNA extractions and prepared samples for whole exome and targeted adaptive nanopore sequencing. MPB performed the cloning and PCR experiments and prepared the samples for the Sanger sequencing. HK performed the targeted adaptive nanopore sequencing. KD supervised the nanopore sequencing project. MPB, PR, and HK analysed the sequencing data. MPB wrote the manuscript and prepared the figures with input from all authors. TTK, JAT, PR, and MPB contributed to the manuscript revision. JAT supervised the entire project.
[1] D. T. Hartong, E. L. Berson, T. P. Dryja, "Retinitis pigmentosa," Lancet, vol. 368 no. 9549, pp. 1795-1809, DOI: 10.1016/S0140-6736(06)69740-7, 2006.
[2] S. K. Verbakel, R. A. C. van Huet, C. J. F. Boon, A. I. den Hollander, R. W. J. Collin, C. C. W. Klaver, C. B. Hoyng, R. Roepman, B. J. Klevering, "Non-syndromic retinitis pigmentosa," Progress in Retinal and Eye Research, vol. 66, pp. 157-186, DOI: 10.1016/j.preteyeres.2018.03.005, 2018.
[3] N. Weisschuh, C. D. Obermaier, F. Battke, A. Bernd, L. Kuehlewein, F. Nasser, D. Zobor, E. Zrenner, E. Weber, B. Wissinger, S. Biskup, K. Stingl, S. Kohl, "Genetic architecture of inherited retinal degeneration in Germany: a large cohort study from a single diagnostic center over a 9-year period," Human Mutation, vol. 41 no. 9, pp. 1514-1527, DOI: 10.1002/humu.24064, 2020.
[4] I. Perea-Romero, G. Gordo, I. F. Iancu, M. Del Pozo-Valero, B. Almoguera, F. Blanco-Kelly, E. Carreño, B. Jimenez-Rolando, R. Lopez-Rodriguez, I. Lorda-Sanchez, I. Martin-Merida, L. Pérez de Ayala, R. Riveiro-Alvarez, E. Rodriguez-Pinilla, S. Tahsin-Swafiri, M. J. Trujillo-Tiebas, B. Garcia-Sandoval, P. Minguez, A. Avila-Fernandez, M. Corton, C. Ayuso, "Genetic landscape of 6089 inherited retinal dystrophies affected cases in Spain and their therapeutic and extended epidemiological implications," Scientific Reports, vol. 11 no. 1,DOI: 10.1038/s41598-021-81093-y, 2021.
[5] M. Karali, F. Testa, V. Di Iorio, A. Torella, R. Zeuli, M. Scarpato, F. Romano, M. E. Onore, M. Pizzo, P. Melillo, R. Brunetti-Pierri, I. Passerini, E. Pelo, F. P. M. Cremers, G. Esposito, V. Nigro, F. Simonelli, S. Banfi, "Genetic epidemiology of inherited retinal diseases in a large patient cohort followed at a single center in Italy," Scientific Reports, vol. 12 no. 1, article 20815,DOI: 10.1038/s41598-022-24636-1, 2022.
[6] Y. Sano, Y. Koyanagi, J. H. Wong, Y. Murakami, K. Fujiwara, M. Endo, T. Aoi, K. Hashimoto, T. Nakazawa, Y. Wada, S. Ueno, D. Gao, A. Murakami, Y. Hotta, Y. Ikeda, K. M. Nishiguchi, Y. Momozawa, K. H. Sonoda, M. Akiyama, A. Fujimoto, "Likely pathogenic structural variants in genetically unsolved patients with retinitis pigmentosa revealed by long-read sequencing," Journal of Medical Genetics, vol. 59 no. 11, pp. 1133-1138, DOI: 10.1136/jmedgenet-2022-108428, 2022.
[7] G. Ascari, N. D. Rendtorff, M. De Bruyne, J. De Zaeytijd, M. Van Lint, M. Bauwens, M. Van Heetvelde, G. Arno, J. Jacob, D. Creytens, J. Van Dorpe, T. Van Laethem, T. Rosseel, T. De Pooter, P. De Rijk, W. De Coster, B. Menten, A. D. Rey, M. Strazisar, M. Bertelsen, L. Tranebjaerg, E. De Baere, "Long-read sequencing to unravel complex structural variants of CEP78 leading to cone-rod dystrophy and hearing loss," Frontiers in Cell and Development Biology, vol. 9, article 664317,DOI: 10.3389/fcell.2021.664317, 2021.
[8] G. A. Logsdon, M. R. Vollger, E. E. Eichler, "Long-read human genome sequencing and its applications," Nature Reviews Genetics, vol. 21 no. 10, pp. 597-614, DOI: 10.1038/s41576-020-0236-x, 2020.
[9] W. Zhou, S. B. Emery, D. A. Flasch, Y. Wang, K. Y. Kwan, J. M. Kidd, J. V. Moran, R. E. Mills, "Identification and characterization of occult human-specific LINE-1 insertions using long-read sequencing technology," Nucleic Acids Research, vol. 48 no. 3, pp. 1146-1163, DOI: 10.1093/nar/gkz1173, 2020.
[10] E. Zampaglione, B. Kinde, E. M. Place, D. Navarro-Gomez, M. Maher, F. Jamshidi, S. Nassiri, J. A. Mazzone, C. Finn, D. Schlegel, J. Comander, E. A. Pierce, K. M. Bujakowska, "Copy-number variation contributes 9% of pathogenicity in the inherited retinal degenerations," Genetics in Medicine, vol. 22 no. 6, pp. 1079-1087, DOI: 10.1038/s41436-020-0759-8, 2020.
[11] J. Kim, C. Hu, C. Moufawad El Achkar, L. E. Black, J. Douville, A. Larson, M. K. Pendergast, S. F. Goldkind, E. A. Lee, A. Kuniholm, A. Soucy, J. Vaze, N. R. Belur, K. Fredriksen, I. Stojkovska, A. Tsytsykova, M. Armant, R. L. DiDonato, J. Choi, L. Cornelissen, L. M. Pereira, E. F. Augustine, C. A. Genetti, K. Dies, B. Barton, L. Williams, B. D. Goodlett, B. L. Riley, A. Pasternak, E. R. Berry, K. A. Pflock, S. Chu, C. Reed, K. Tyndall, P. B. Agrawal, A. H. Beggs, P. E. Grant, D. K. Urion, R. O. Snyder, S. E. Waisbren, A. Poduri, P. J. Park, A. Patterson, A. Biffi, J. R. Mazzulli, O. Bodamer, C. B. Berde, T. W. Yu, "Patient-customized oligonucleotide therapy for a rare genetic disease," New England Journal of Medicine, vol. 381 no. 17, pp. 1644-1652, DOI: 10.1056/NEJMoa1813279, 2019.
[12] C. Delvallée, S. Nicaise, M. Antin, A. S. Leuvrey, E. Nourisson, C. C. Leitch, G. Kellaris, C. Stoetzel, V. Geoffroy, S. Scheidecker, B. Keren, C. Depienne, J. Klar, N. Dahl, J. F. Deleuze, E. Génin, R. Redon, F. Demurger, K. Devriendt, M. Mathieu-Dramard, C. Poitou-Bernert, S. Odent, N. Katsanis, J. L. Mandel, E. E. Davis, H. Dollfus, J. Muller, "A BBS1 SVA F retrotransposon insertion is a frequent cause of Bardet-Biedl syndrome," Clinical Genetics, vol. 99 no. 2, pp. 318-324, DOI: 10.1111/cge.13878, 2021.
[13] U. Schwahn, S. Lenzner, J. Dong, S. Feil, B. Hinzmann, G. van Duijnhoven, R. Kirschner, M. Hemberger, A. A. Bergen, T. Rosenberg, A. J. Pinckers, R. Fundele, A. Rosenthal, F. P. Cremers, H. H. Ropers, W. Berger, "Positional cloning of the gene for X-linked retinitis pigmentosa 2," Nature Genetics, vol. 19 no. 4, pp. 327-332, DOI: 10.1038/1214, 1998.
[14] B. A. Tucker, T. E. Scheetz, R. F. Mullins, A. P. DeLuca, J. M. Hoffmann, R. M. Johnston, S. G. Jacobson, V. C. Sheffield, E. M. Stone, "Exome sequencing and analysis of induced pluripotent stem cells identify the cilia-related gene male germ cell-associated kinase (MAK) as a cause of retinitis pigmentosa," Proceedings of the National Academy of Sciences of the United States of America, vol. 108 no. 34, pp. E569-E576, DOI: 10.1073/pnas.1108918108, 2011.
[15] G. Venturini, H. Koskiniemi-Kuendig, S. Harper, E. L. Berson, C. Rivolta, "Two specific mutations are prevalent causes of recessive retinitis pigmentosa in North American patients of Jewish ancestry," Genetics in Medicine, vol. 17 no. 4, pp. 285-290, DOI: 10.1038/gim.2014.132, 2015.
[16] A. Kimchi, S. Khateb, R. Wen, Z. Guan, A. Obolensky, A. Beryozkin, S. Kurtzman, A. Blumenfeld, E. Pras, S. G. Jacobson, T. Ben-Yosef, H. Newman, D. Sharon, E. Banin, "Nonsyndromic retinitis pigmentosa in the Ashkenazi Jewish population: genetic and clinical aspects," Ophthalmology, vol. 125 no. 5, pp. 725-734, DOI: 10.1016/j.ophtha.2017.11.014, 2018.
[17] E. S. Lander, L. M. Linton, B. Birren, C. Nusbaum, M. C. Zody, J. Baldwin, K. Devon, K. Dewar, M. Doyle, W. FitzHugh, R. Funke, D. Gage, K. Harris, A. Heaford, J. Howland, L. Kann, J. Lehoczky, R. LeVine, P. McEwan, K. McKernan, J. Meldrim, J. P. Mesirov, C. Miranda, W. Morris, J. Naylor, C. Raymond, M. Rosetti, R. Santos, A. Sheridan, C. Sougnez, Y. Stange-Thomann, N. Stojanovic, A. Subramanian, D. Wyman, J. Rogers, J. Sulston, R. Ainscough, S. Beck, D. Bentley, J. Burton, C. Clee, N. Carter, A. Coulson, R. Deadman, P. Deloukas, A. Dunham, I. Dunham, R. Durbin, L. French, D. Grafham, S. Gregory, T. Hubbard, S. Humphray, A. Hunt, M. Jones, C. Lloyd, A. McMurray, L. Matthews, S. Mercer, S. Milne, J. C. Mullikin, A. Mungall, R. Plumb, M. Ross, R. Shownkeen, S. Sims, R. H. Waterston, R. K. Wilson, L. W. Hillier, J. D. McPherson, M. A. Marra, E. R. Mardis, L. A. Fulton, A. T. Chinwalla, K. H. Pepin, W. R. Gish, S. L. Chissoe, M. C. Wendl, K. D. Delehaunty, T. L. Miner, A. Delehaunty, J. B. Kramer, L. L. Cook, R. S. Fulton, D. L. Johnson, P. J. Minx, S. W. Clifton, T. Hawkins, E. Branscomb, P. Predki, P. Richardson, S. Wenning, T. Slezak, N. Doggett, J. F. Cheng, A. Olsen, S. Lucas, C. Elkin, E. Uberbacher, M. Frazier, R. A. Gibbs, D. M. Muzny, S. E. Scherer, J. B. Bouck, E. J. Sodergren, K. C. Worley, C. M. Rives, J. H. Gorrell, M. L. Metzker, S. L. Naylor, R. S. Kucherlapati, D. L. Nelson, G. M. Weinstock, Y. Sakaki, A. Fujiyama, M. Hattori, T. Yada, A. Toyoda, T. Itoh, C. Kawagoe, H. Watanabe, Y. Totoki, T. Taylor, J. Weissenbach, R. Heilig, W. Saurin, F. Artiguenave, P. Brottier, T. Bruls, E. Pelletier, C. Robert, P. Wincker, D. R. Smith, L. Doucette-Stamm, M. Rubenfield, K. Weinstock, H. M. Lee, J. Dubois, A. Rosenthal, M. Platzer, G. Nyakatura, S. Taudien, A. Rump, H. Yang, J. Yu, J. Wang, G. Huang, J. Gu, L. Hood, L. Rowen, A. Madan, S. Qin, R. W. Davis, N. A. Federspiel, A. P. Abola, M. J. Proctor, R. M. Myers, J. Schmutz, M. Dickson, J. Grimwood, D. R. Cox, M. V. Olson, R. Kaul, C. Raymond, N. Shimizu, K. Kawasaki, S. Minoshima, G. A. Evans, M. Athanasiou, R. Schultz, B. A. Roe, F. Chen, H. Pan, J. Ramser, H. Lehrach, R. Reinhardt, W. R. McCombie, M. de la Bastide, N. Dedhia, H. Blöcker, K. Hornischer, G. Nordsiek, R. Agarwala, L. Aravind, J. A. Bailey, A. Bateman, S. Batzoglou, E. Birney, P. Bork, D. G. Brown, C. B. Burge, L. Cerutti, H. C. Chen, D. Church, M. Clamp, R. R. Copley, T. Doerks, S. R. Eddy, E. E. Eichler, T. S. Furey, J. Galagan, J. G. Gilbert, C. Harmon, Y. Hayashizaki, D. Haussler, H. Hermjakob, K. Hokamp, W. Jang, L. S. Johnson, T. A. Jones, S. Kasif, A. Kaspryzk, S. Kennedy, W. J. Kent, P. Kitts, E. V. Koonin, I. Korf, D. Kulp, D. Lancet, T. M. Lowe, A. McLysaght, T. Mikkelsen, J. V. Moran, N. Mulder, V. J. Pollara, C. P. Ponting, G. Schuler, J. Schultz, G. Slater, A. F. Smit, E. Stupka, J. Szustakowki, D. Thierry-Mieg, J. Thierry-Mieg, L. Wagner, J. Wallis, R. Wheeler, A. Williams, Y. I. Wolf, K. H. Wolfe, S. P. Yang, R. F. Yeh, F. Collins, M. S. Guyer, J. Peterson, A. Felsenfeld, K. A. Wetterstrand, A. Patrinos, M. J. Morgan, P. de Jong, J. J. Catanese, K. Osoegawa, H. Shizuya, S. Choi, Y. J. Chen, J. Szustakowki, "Initial sequencing and analysis of the human genome," Nature, vol. 409 no. 6822, pp. 860-921, DOI: 10.1038/35057062, 2001.
[18] L. M. Payer, K. H. Burns, "Transposable elements in human genetic disease," Nature Reviews Genetics, vol. 20 no. 12, pp. 760-772, DOI: 10.1038/s41576-019-0165-8, 2019.
[19] R. E. Mills, E. A. Bennett, R. C. Iskow, S. E. Devine, "Which transposable elements are active in the human genome?," Trends in Genetics, vol. 23 no. 4, pp. 183-191, DOI: 10.1016/j.tig.2007.02.006, 2007.
[20] M. L. Kimberland, V. Divoky, J. Prchal, U. Schwahn, W. Berger, H. H. Kazazian, "Full-length human L1 insertions retain the capacity for high frequency retrotransposition in cultured cells," Human Molecular Genetics, vol. 8 no. 8, pp. 1557-1560, DOI: 10.1093/hmg/8.8.1557, 1999.
[21] G. Demidov, J. Park, S. Armeanu-Ebinger, C. Roggia, U. Faust, I. Cordts, M. Blandfort, T. B. Haack, C. Schroeder, S. Ossowski, "Detection of mobile elements insertions for routine clinical diagnostics in targeted sequencing data," Molecular Genetics & Genomic Medicine, vol. 9 no. 12, article e1807,DOI: 10.1002/mgg3.1807, 2021.
[22] R. Wijngaard, G. Demidov, L. O'Gorman, J. Corominas-Galbany, B. Yaldiz, W. Steyaert, E. de Boer, L. Vissers, E. J. Kamsteeg, R. Pfundt, H. Swinkels, A. den Ouden, I. Te Paske, R. M. de Voer, L. Faivre, A. S. Denommé-Pichon, Y. Duffourd, A. Vitobello, M. Chevarin, V. Straub, A. Töpf, A. J. van der Kooi, F. Magrinelli, C. Rocca, M. G. Hanna, J. Vandrovcova, Solve-RD consortium, S. Ossowski, S. Laurie, C. Gilissen, "Mobile element insertions in rare diseases: a comparative benchmark and reanalysis of 60,000 exome samples," European Journal of Human Genetics, vol. 32, pp. 200-208, DOI: 10.1038/s41431-023-01492-9, 2024.
[23] Y. Wang, Y. Zhao, A. Bollas, Y. Wang, K. F. Au, "Nanopore sequencing technology, bioinformatics and applications," Nature Biotechnology, vol. 39 no. 11, pp. 1348-1365, DOI: 10.1038/s41587-021-01108-x, 2021.
[24] M. Jain, S. Koren, K. H. Miga, J. Quick, A. C. Rand, T. A. Sasani, J. R. Tyson, A. D. Beggs, A. T. Dilthey, I. T. Fiddes, S. Malla, H. Marriott, T. Nieto, J. O'Grady, H. E. Olsen, B. S. Pedersen, A. Rhie, H. Richardson, A. R. Quinlan, T. P. Snutch, L. Tee, B. Paten, A. M. Phillippy, J. T. Simpson, N. J. Loman, M. Loose, "Nanopore sequencing and assembly of a human genome with ultra-long reads," Nature Biotechnology, vol. 36 no. 4, pp. 338-345, DOI: 10.1038/nbt.4060, 2018.
[25] D. L. McCulloch, M. F. Marmor, M. G. Brigell, R. Hamilton, G. E. Holder, R. Tzekov, M. Bach, "ISCEV standard for full-field clinical electroretinography (2015 update)," Documenta Ophthalmologica, vol. 130 no. 1,DOI: 10.1007/s10633-014-9473-7, 2015.
[26] A. R. Quinlan, I. M. Hall, "BEDTools: a flexible suite of utilities for comparing genomic features," Bioinformatics, vol. 26 no. 6, pp. 841-842, DOI: 10.1093/bioinformatics/btq033, 2010.
[27] H. Li, "Minimap2: pairwise alignment for nucleotide sequences," Bioinformatics, vol. 34 no. 18, pp. 3094-3100, DOI: 10.1093/bioinformatics/bty191, 2018.
[28] K. Okonechnikov, O. Golosova, M. Fursov, the UGENE team, "Unipro UGENE: a unified bioinformatics toolkit," Bioinformatics, vol. 28 no. 8, pp. 1166-1167, DOI: 10.1093/bioinformatics/bts091, 2012.
[29] J. S. Han, S. T. Szak, J. D. Boeke, "Transcriptional disruption by the L1 retrotransposon and implications for mammalian transcriptomes," Nature, vol. 429 no. 6989, pp. 268-274, DOI: 10.1038/nature02536, 2004.
[30] A. F. Smit, "Interspersed repeats and other mementos of transposable elements in mammalian genomes," Current Opinion in Genetics & Development, vol. 9 no. 6, pp. 657-663, DOI: 10.1016/S0959-437X(99)00031-3, 1999.
[31] J. A. Fraser, V. Biousse, N. J. Newman, "The neuro-ophthalmology of mitochondrial disease," Survey of Ophthalmology, vol. 55 no. 4, pp. 299-334, DOI: 10.1016/j.survophthal.2009.10.002, 2010.
[32] C. R. Beck, P. Collier, C. Macfarlane, M. Malig, J. M. Kidd, E. E. Eichler, R. M. Badge, J. V. Moran, "LINE-1 retrotransposition activity in human genomes," Cell, vol. 141 no. 7, pp. 1159-1170, DOI: 10.1016/j.cell.2010.05.021, 2010.
[33] S. J. Bowne, S. P. Daiger, M. M. Hims, M. M. Sohocki, K. A. Malone, A. B. McKie, J. R. Heckenlively, D. G. Birch, C. F. Inglehearn, S. S. Bhattacharya, A. Bird, L. S. Sullivan, "Mutations in the RP1 gene causing autosomal dominant retinitis pigmentosa," Human Molecular Genetics, vol. 8 no. 11, pp. 2121-2128, DOI: 10.1093/hmg/8.11.2121, 1999.
[34] A. Payne, E. Vithana, S. Khaliq, A. Hameed, J. Deller, L. Abu-Safieh, S. Kermani, B. P. Leroy, S. Q. Mehdi, A. T. Moore, A. C. Bird, S. S. Bhattacharya, "RP1 protein truncating mutations predominate at the RP1 adRP locus," Investigative Ophthalmology & Visual Science, vol. 41 no. 13, pp. 4069-4073, 2000.
[35] J. Wang, X. Xiao, S. Li, P. Wang, W. Sun, Q. Zhang, "Dominant RP in the middle while recessive in both the N- and C-terminals due to RP1 truncations: confirmation, refinement, and questions," Frontiers in Cell and Development Biology, vol. 9, article 634478,DOI: 10.3389/fcell.2021.634478, 2021.
[36] L. S. Sullivan, J. R. Heckenlively, S. J. Bowne, J. Zuo, W. A. Hide, A. Gal, M. Denton, C. F. Inglehearn, S. H. Blanton, S. P. Daiger, "Mutations in a novel retina-specific gene cause autosomal dominant retinitis pigmentosa," Nature Genetics, vol. 22 no. 3, pp. 255-259, DOI: 10.1038/10314, 1999.
[37] S. Richards, N. Aziz, S. Bale, D. Bick, S. Das, J. Gastier-Foster, W. W. Grody, M. Hegde, E. Lyon, E. Spector, K. Voelkerding, H. L. Rehm, "Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology," Genetics in Medicine, vol. 17 no. 5, pp. 405-424, DOI: 10.1038/gim.2015.30, 2015.
[38] K. Nikopoulos, K. Cisarova, M. Quinodoz, H. Koskiniemi-Kuendig, N. Miyake, P. Farinelli, A. U. Rehman, M. I. Khan, A. Prunotto, M. Akiyama, Y. Kamatani, C. Terao, F. Miya, Y. Ikeda, S. Ueno, N. Fuse, A. Murakami, Y. Wada, H. Terasaki, K. H. Sonoda, T. Ishibashi, M. Kubo, F. P. M. Cremers, Z. Kutalik, N. Matsumoto, K. M. Nishiguchi, T. Nakazawa, C. Rivolta, "A frequent variant in the Japanese population determines quasi-Mendelian inheritance of rare retinal ciliopathy," Nature Communications, vol. 10 no. 1,DOI: 10.1038/s41467-019-10746-4, 2019.
[39] K. M. Nishiguchi, K. Fujita, Y. Ikeda, H. Kunikata, Y. Koyanagi, M. Akiyama, T. Abe, Y. Wada, K. H. Sonoda, T. Nakazawa, "A founder Alu insertion in RP1 gene in Japanese patients with retinitis pigmentosa," Japanese Journal of Ophthalmology, vol. 64 no. 4, pp. 346-350, DOI: 10.1007/s10384-020-00732-5, 2020.
[40] D. Won, J. Y. Hwang, Y. Shim, S. H. Byeon, J. Lee, C. S. Lee, M. Kim, H. T. Lim, J. R. Choi, S. T. Lee, J. Han, "In silico identification of a common mobile element insertion in exon 4 of RP1," Scientific Reports, vol. 11 no. 1, article 13381,DOI: 10.1038/s41598-021-92834-4, 2021.
[41] J. A. Holbrook, G. Neu-Yilik, M. W. Hentze, A. E. Kulozik, "Nonsense-mediated decay approaches the clinic," Nature Genetics, vol. 36 no. 8, pp. 801-808, DOI: 10.1038/ng1403, 2004.
[42] A. Nanda, M. E. McClements, P. Clouston, M. E. Shanks, R. E. MacLaren, "The location of exon 4 mutations in RP1 raises challenges for genetic counseling and gene therapy," American Journal of Ophthalmology, vol. 202, pp. 23-29, DOI: 10.1016/j.ajo.2019.01.027, 2019.
[43] E. J. Gardner, E. Prigmore, G. Gallone, P. Danecek, K. E. Samocha, J. Handsaker, S. S. Gerety, H. Ironfield, P. J. Short, A. Sifrim, T. Singh, K. E. Chandler, E. Clement, K. L. Lachlan, K. Prescott, E. Rosser, D. R. FitzPatrick, H. V. Firth, M. E. Hurles, "Contribution of retrotransposition to developmental disorders," Nature Communications, vol. 10 no. 1,DOI: 10.1038/s41467-019-12520-y, 2019.
[44] R. I. Torene, K. Galens, S. Liu, K. Arvai, C. Borroto, J. Scuffins, Z. Zhang, B. Friedman, H. Sroka, J. Heeley, E. Beaver, L. Clarke, S. Neil, J. Walia, D. Hull, J. Juusola, K. Retterer, "Mobile element insertion detection in 89,874 clinical exomes," Genetics in Medicine, vol. 22 no. 5, pp. 974-978, DOI: 10.1038/s41436-020-0749-x, 2020.
[45] P. Garret, M. Chevarin, A. Vitobello, S. Verdez, C. Fournier, A. Verloes, E. Tisserant, P. Vabres, O. Prevel, C. Philippe, A. S. Denommé-Pichon, A. L. Bruel, F. T. Mau-Them, H. Safraou, A. Boughalem, J. M. Costa, D. Trost, C. Thauvin-Robinet, L. Faivre, Y. Duffourd, "A second look at exome sequencing data: detecting mobile elements insertion in a rare disease cohort," European Journal of Human Genetics, vol. 31 no. 7, pp. 761-768, DOI: 10.1038/s41431-022-01250-3, 2023.
[46] H. Lee, J. W. Min, S. Mun, K. Han, "Human retrotransposons and effective computational detection methods for next-generation sequencing data," Life, vol. 12 no. 10,DOI: 10.3390/life12101583, 2022.
[47] A. Rhoads, K. F. Au, "PacBio sequencing and its applications," Genomics, Proteomics & Bioinformatics, vol. 13 no. 5, pp. 278-289, DOI: 10.1016/j.gpb.2015.08.002, 2015.
[48] L. Haer-Wigman, A. den Ouden, M. M. van Genderen, H. Y. Kroes, J. Verheij, D. Smailhodzic, A. S. Hoekstra, R. Vijzelaar, J. Blom, R. Derks, M. Tjon-Pon-Fong, H. G. Yntema, M. R. Nelen, L. Vissers, D. Lugtenberg, K. Neveling, "Diagnostic analysis of the highly complex OPN1LW/OPN1MW gene cluster using long-read sequencing and MLPA," NPJ Genomic Medicine, vol. 7 no. 1,DOI: 10.1038/s41525-022-00334-9, 2022.
[49] M. Smolka, L. F. Paulin, C. M. Grochowski, D. W. Horner, M. Mahmoud, S. Behera, E. Kalef-Ezra, M. Gandhi, K. Hong, D. Pehlivan, S. W. Scholz, C. M. B. Carvalho, C. Proukakis, F. J. Sedlazeck, "Detection of mosaic and population-level structural variants with Sniffles2," Nature Biotechnology,DOI: 10.1038/s41587-023-02024-y, 2024.
[50] C. M. Watson, L. A. Crinnion, H. Lindsay, R. Mitchell, N. Camm, R. Robinson, C. Joyce, G. A. Tanteles, D. J. O. Halloran, S. D. J. Pena, I. M. Carr, D. T. Bonthron, "Assessing the utility of long-read nanopore sequencing for rapid and efficient characterization of mobile element insertions," Laboratory Investigation, vol. 101 no. 4, pp. 442-449, DOI: 10.1038/s41374-020-00489-y, 2021.
[51] B. McClinton, C. M. Watson, L. A. Crinnion, M. McKibbin, M. Ali, C. F. Inglehearn, C. Toomes, "Haplotyping using long-range PCR and nanopore sequencing to phase variants: lessons learned from the ABCA4 locus," Laboratory Investigation, vol. 103 no. 8, article 100160,DOI: 10.1016/j.labinv.2023.100160, 2023.
[52] T. W. Laver, R. C. Caswell, K. A. Moore, J. Poschmann, M. B. Johnson, M. M. Owens, S. Ellard, K. H. Paszkiewicz, M. N. Weedon, "Pitfalls of haplotype phasing from amplicon-based long-read sequencing," Scientific Reports, vol. 6 no. 1, article 21746,DOI: 10.1038/srep21746, 2016.
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Abstract
Retinitis pigmentosa (RP) is a group of inherited degenerative retinal disorders affecting more than 1.5 million people worldwide. For 30-50% of individuals with RP, the genetic cause remains unresolved by current clinical diagnostic gene panels. It is likely explained by variants in novel RP-associated genes or noncoding regulatory regions, or by complex genetic alterations such as large structural variants. Recent developments in long-read sequencing techniques have opened an opportunity for efficient analysis of complex genetic variants. We analysed a Finnish family with dominantly inherited RP affecting six individuals in three generations. Two affected individuals underwent a comprehensive clinical examination in combination with a clinical diagnostic gene panel, followed by whole exome sequencing in our laboratory. They exhibited typical signs of RP, yet initial sequence analysis found no causative variants. Reanalysis of the sequencing data detected a LINE-1 (L1) retrotransposon insertion of unknown size in exon 4 of the RP1 axonemal microtubule-associated (RP1) gene. The large chimeric L1 insertion that segregated with the disease was further characterised using targeted adaptive nanopore sequencing of RP1, allowing us to identify a 5.6 kb L1 transposable element insertion in RP1 as the cause of RP in this family with dominantly inherited RP.
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Details


1 Eye Genetics Group, Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland
2 Eye Genetics Group, Folkhälsan Research Center, Biomedicum Helsinki, Helsinki, Finland; Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
3 Institute for Molecular Medicine Finland (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Helsinki, Finland
4 Department of Ophthalmology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
5 Department of Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, Finland