| Literature DB >> 34940782 |
Monika K Grudzinska Pechhacker1,2, Samuel G Jacobson3, Arlene V Drack4, Matteo Di Scipio5, Ine Strubbe6, Wanda Pfeifer4, Jacque L Duncan7, Helene Dollfus8,9, Nathalie Goetz9, Jean Muller8,9,10, Andrea L Vincent11,12, Tomas S Aleman13,14,15, Anupreet Tumber1, Caroline Van Cauwenbergh6,16, Elfride De Baere16, Emma Bedoukian15, Bart P Leroy6,13,15,16,17, Jason T Maynes18,19, Francis L Munier20, Erika Tavares1,5, Eman Saleh5, Ajoy Vincent1,2,5, Elise Heon1,2,5.
Abstract
Purpose: The purpose of this study was to compare the natural history of visual function change in cohorts of patients affected with retinal degeneration due to biallelic variants in Bardet-Biedl syndrome genes: BBS1 and BBS10.Entities:
Mesh:
Substances:
Year: 2021 PMID: 34940782 PMCID: PMC8711006 DOI: 10.1167/iovs.62.15.26
Source DB: PubMed Journal: Invest Ophthalmol Vis Sci ISSN: 0146-0404 Impact factor: 4.799
Demographic Information and Summary of Ocular Assessments
| Parameter/Study Group | BBS1 ( | BBS10- | BBS10 |
|---|---|---|---|
|
| |||
| Female | 20 (51) | 13 (50) | 1 (33) |
| Male | 18 (49) | 13 (50) | 2 (67) |
|
| |||
| Caucasian | 28 (76) | 18 (62) | 3 (100) |
| Asian | 2 (5) | 0 (0) | 0 (0) |
| Hispanic | 1 (3) | ||
| Unknown | 6 (16) | 10 (38) | 0 (0) |
|
| |||
| Mean | 18.2 | 12.9 | 19.5 |
| Range | (3.0-49.0) | (2.0-45.0) | (10.2-33.4) |
|
| |||
| Mean | 27.3 | 21.3 | 32 |
| Range | (5.0-58.0) | (2.0-53.0) | (25.0-41.1) |
|
| |||
| Mean, years | 10.1 | 8.3 | 12 |
| Range, years | (0-33.9) | (0-19.0) | (7.7-15.2) |
| No. of visits | |||
| Mean, | 5 | 6 | 5 |
| Range, | (1.0-15.0) | (1.0-13.0) | (3-8) |
|
| |||
| Myopia | 13 (50) | 13 (56) | 3 (100%) |
| Hyperopia | 11 (42) | 8 (30) | 0 (0) |
| Emmetropia | 2 (8) | 3 (13) | 0 (0) |
| Astigmatism >2 D | 12 (46) | 13 (48) | 1 (33) |
|
| 11 (31) | 9 (50) | 1 (50) |
| Age of onset | 27.2 | 18.4 | 33.4 |
| Mean, years | 8.5-47.8 | 13.6-25.0 | NA |
| Range, years | 13 (81) | NA | |
|
| |||
| Age of onset | 24 (86) | 13 (81) | 0 (0) at age 33.4 |
| Mean, years | 19.4 | 10 | NA |
| Range, years | 5.0-35.9 | 2.0-19.3 | NA |
|
| |||
| Age of onset | 18 (72) | 13 (81) | 1 (33) |
| Mean, years | 22.5 | 15.2 | 36.0 |
| Range, years | 8.0-47.8 | 12.1-26.5 | NA |
COD, cone dystrophy; RCD, rod-cone dystrophy; n, number *includes individuals with non-detectable ERG at first visit but symptomatology of RCD; NA, not applicable.
Data availability: BBS1 (n = 26 for refraction, n = 35 for cataract, n = 28 for nyctalopia, and n = 25 for photophobia); BBS10-COD (n = 2 for cataract); severe BBS10 (n = 23 for refraction, n = 19 for cataract, n = 16 for nyctalopia, and n = 17 for photophobia).
Summary of Systemic Features and Variants in all Cases
|
| Digit Anomaly | Kidney Anomalies | Liver Anomalies | Hearing | Cardiac Abnormalities | Diabetes | Ataxia/Poor Coordinatio | Cognitive Impairment | Dev Delay/Learning Disabilities | Speech Disorder/Delay | Behavioral Abnormalities | Genital Abnormalities | Variant 1 | Variant 2 | Reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||||||||
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| + | NA | NA | − | − | − | − | NA | NA | − | − | − | Arg160Gln | Arg160Gln |
|
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| NA | + | + | − | − | − | − | − | + | + | − | − | Met390Arg | Asn524del |
|
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| + | − | + | − | − | + | − | NA | + | − | − | − | Met390Arg | Met390Arg |
|
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| + | + | + | + | − | − | + | NA | + | + | + | NA | Ile330Thr | Arg483* |
|
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| + | − | + | − | − | + | + | − | + | + | NA | NA | Met1? | Met1? |
|
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| + | − | + | − | − | + | + | − | + | + | NA | + | Met1? | Met1? |
|
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| + | − | − | − | − | − | + | − | + | + | NA | NA | Met390Arg | Met390Arg |
|
|
| + | − | − | − | − | − | − | + | + | + | NA | + | c. 724-8_726del, p? | Met390Arg |
|
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| + | + | − | − | − | − | + | − | + | − | NA | + | Met390Arg | Met390Arg |
|
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| + | + | + | − | − | + | + | − | + | + | NA | NA | Ile296Thrfs*7 | Ile296Thrfs*7 |
|
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| + | NA | NA | − | + | − | − | NA | − | − | NA | + | Met390Arg | Met390Arg |
|
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| + | − | − | − | − | NA | − | NA | NA | − | + | NA | Met390Arg | Leu505Profs*52 |
|
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| + | − | − | − | − | − | + | − | + | − | NA | NA | Met390Arg | Leu505Profs*52 |
|
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| + | NA | − | − | − | − | + | + | + | − | NA | NA | Met390Arg | c. 1473+2T>C, p? |
|
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| + | + | − | − | − | − | − | + | + | + | NA | NA | Met390Arg | Met390Arg |
|
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| + | − | − | − | − | − | − | + | + | − | NA | NA | Met390Arg | Met390Arg |
|
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| NA | + | + | NA | NA | + | NA | NA | NA | NA | NA | NA | Met390Arg | c.1340-1G>T, p? | New |
|
| + | − | − | + | + | + | − | − | − | + | − | + | Met390Arg | Met390Arg | |
|
| + | − | − | − | + | − | − | − | − | − | − | NA | Met390Arg | Met390Arg | |
|
| NA | − | − | + | − | − | NA | + | + | − | NA | NA | Met390Arg | Met390Arg | |
|
| − | − | − | − | − | − | NA | − | − | − | + | NA | Met390Arg | Met390Arg | |
|
| + | + | − | + | − | − | NA | + | + | − | NA | − | Met390Arg | Met390Arg | |
|
| NA | − | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Met390Arg | Met390Arg | |
|
| + | − | − | + | − | − | − | − | − | − | − | − | Met390Arg | Met390Arg | |
|
| − | − | − | + | − | − | − | − | − | − | − | − | Met390Arg | Met390Arg | |
|
| + | + | NA | − | − | + | − | + | + | + | − | − | c. 1340-1G>T, p? | c. 1473+2T>C, p? | New |
|
| + | − | − | − | − | − | − | − | − | − | + | + | Met390Arg | Met390Arg | |
|
| + | + | − | + | − | − | + | + | + | − | + | − | Glu384* | Met390Arg | New |
|
| + | + | − | + | + | − | − | + | − | − | + | − | Met390Arg | Met390Arg | |
|
| + | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Met390Arg | Met390Arg | |
|
| + | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Met390Arg | Met390Arg | |
|
| + | − | − | − | − | − | − | − | + | − | − | − | Met390Arg | Met390Arg | |
|
| + | + | − | − | − | − | − | − | − | − | + | − | Met390Arg | Met390Arg | |
|
| + | + | − | − | − | − | − | + | + | − | − | − | Met390Arg | Met390Arg | |
|
| + | + | − | − | − | − | − | + | + | − | + | − | Met390Arg | Met390Arg | |
|
| + | + | − | − | − | + | − | + | + | − | − | + | Ile296Thrfs*7 | Ile296Thrfs*7 | |
|
| + | + | − | − | − | − | − | + | + | − | − | − | Met390Arg | Met390Arg | |
|
| + | − | + | − | − | − | + | + | + | − | − | − | Met390Arg | Thr405Thrfs*46 |
|
Reported Variants in BBS1 and BBS10 and Their Corresponding Predictive Scores
| Gene | Variant | Predicted Effect | dbSNP | PhyloP | SIFT/PolyPhen-23‡ | Allele frequency (GnomAD)4§ | Splicing | Access Number6¶ (ClinVar or Uniprot) |
|---|---|---|---|---|---|---|---|---|
| BBS1 | c.1A>G, p.(Met1?) | Startloss | rs1306821707 | NA | NA | 0.000003989 | Truncation from start | Lik. Pat.-RCV000671318.1 |
| c.479G>A, p.(Arg160Gln) | Missense, splicing | rs376894444 | 5.13 | 0.07/0.947 | 0.0000278 | NNSPLICE: 91.5% | Pat. RCV001074216.1 | |
| c.480-1G>C, p.? | Likely skip exon 6 | rs1057516933 | NA | NA | 0 | NNSPLICE: -100.0% | Lik. Pat.-RCV000409654.1 | |
| c.724-8_726del, p.? | Likely skip exon 9 | NA | NA | NA | 0 | Premature stop | Lik. Pat. RCV001073554.1 | |
| c.887del, p.(Ile296Thrfs*7) | Frameshift stop | rs794727006 | NA | NA | 0 | Premature stop | Pat. VCV000193740.2 | |
| c.989T>C, p.(Ile330Thr) | Missense | NA | 4.48 | 0.3/0.730 | 0 | NA | Lik. Pat-VAR_066278 | |
| c.1150G>T, p.(Glu384*) | Nonsense | NA | 4.56 | NA | 0 | Premature stop | Novel | |
| c.1169T>G, p.(Met390Arg) | Missense | rs113624356 | 3.76 | 0.01/ 0.347 | 0.001570 | NA | Pat. RCV000787785.1 | |
| c.1214_1215insSVA, p.(Thr405Thrfs*46) | Frameshift stop | NA | NA | NA | NA | NA | Pat. SCV001245066.1 | |
| c.1340-1G>T, p.? | Likely skip exon 14 | NA | NA | NA | 0 | NNSPLICE: -100.0% | Lik. Pat. RCV000669016.1 | |
| c.1447C>T, p.(Arg483*) | Nonsense | NA | 4.48 | NA | NA | Premature stop | Pat. RCV000804705.1 | |
| c.1473+2T>C, p.? | Likely skip exon 14 | NA | 4.0 | NA | 0 | NNSPLICE: -100.0% | Lik.Pat. VCV000866282.1 | |
| c.1514_1515del, p.(Leu505Profs*52) | Frameshift stop | rs775769424 | NA | NA | 0.00001395 | Premature stop | Pat. RCV000410181.2 | |
| c.1568_1570del, p.(Asn524del) | Inframe deletion | rs863224782 | 4.24 | NA | 0.000003976 | NA | Unc. RCV000198771.1 | |
| BBS10 | c.145C>T, p.(Arg49Trp) | Missense | rs768933093 | 1.17 | 0/0.998 | 0.00009558 | NA | Pat. RCV000799037.2 |
| c.181G>T, p.(Glu61*) | Nonsense | NA | 1.09 | NA | 0 | Premature stop | Novel | |
| c. 224_225dup, p.(Leu76Ilefs*34) | Inframe deletion | NA | NA | NA | 0 | Premature stop | Novel | |
| c.226C>T, p.(Leu76Phe) | Missense | rs767638924 | 2.1 | 0.16/0.905 | 0.000004177 | NA | Novel | |
| c.258T>A, p.(Phe86Leu) | Missense | NA | 0.12 | 0/0.962 | 0 | NA | Novel | |
| c.271dup, p.(Cys91Leufs*5) | Nonsense | rs549625604 | NA | NA | 0.0005642 | Premature stop | Pat. RCV001074512.1 | |
| c.273C>G, p.(Cys91Trp) | Missense | rs148374859 | 0.45 | 0/0.928 | 0.00002816 | NA | Pat. RCV000023803.5 | |
| c.310_311del, p.(Glu104Lysfs*7) | Frameshift stop | NA | NA | NA | 0 | Premature stop | Novel | |
| c.531C>A, p.(Tyr177*) | Nonsense | rs863224522 | 0.29 | NA | 0 | Premature stop | Lik. Pat. RCV000409505.1 | |
| c.909_912del, p.(Ser303Argfs*3) | Frameshift stop | rs780059308 | NA | NA | 0.00001774 | Premature stop | Pat. RCV000811417.1 | |
| c.1044_1045del, p.(Pro350Ilefs*11) | Frameshift stop | rs587777837 | NA | NA | 0 | Premature stop | Pat. RCV000023802.7 | |
| c.1091del, p.(Asn364Thrfs*5) | Frameshift stop | rs727503818 | NA | NA | 0.00006738 | Premature stop | Pat RCV001004383.1 | |
| c.1220T>C, p.(Ile407Thr) | Missense | rs750164736 | 0.85 | 0.19/0.006 | 0.000007958 | NA | Novel | |
| c.1241T>C, p.(Leu414Ser) | Missense | rs786204575 | 2.06 | 0.3/0.339 | 0.000003979 | NA | Lik. Pat. RCV000169317.1 | |
| c.1330del, p.(Ser444Valfs*44) | Frameshift stop | NA | NA | NA | 0 | Premature stop | Novel | |
| c.1407T>G, p.(Tyr469*) | Nonsense | rs1356713858 | 0.61 | NA | 0.000006977 | Premature stop | Pat. RCV000779832.1 |
Figure 1.Phenotypes of patients with with COD compared to (A) Optical coherence tomography (OCT) of case 39 at the corresponding ages of 34 and 39 years showing thinning of the retina and atrophy in the central macula with relatively preserved photoreceptors outside of this area. (B) Goldmann visual fields results (top) in patients P40 at different ages to I4e and V4e isopters showing preserved fields to the V4e isopter and significant field loss to I4e. (Center) OCT images through the fovea at different ages. (Lower panels) Normal dark-adapted two-color static perimetry profiles across the horizontal meridian; light-adapted profiles show measurable but reduced cone function across 60 degrees of the profile. (C) Same order of phenotyping for P41. (D) ERG of the 3 COD cases; three first ERG tracings are of patients: P40 at age 16 years, P41 at age 13 years, and P39 at age 34 years. The fourth (right) is that of a subject with normal visual function (control). DA ERGs (two upper traces for each patient ERGs) are within normal limits representing normal rod photoreceptors function in the three patients. LA ERGs (two lower traces for each patient ERGs) are reduced representing severely attenuated cone function in these patients. Taken together, these ERGs are consistent with cone dystrophy. DA, dark adapted; LA, light adapted; ERG, full field electroretinogram; X axis, time in msec; Y axis, amplitude µV. (E) Modeling of two of the COD variants were created from the mammalian chaperonin TRiC/CCT (PDB ID 3IYG) (5). Upper panel; (top left) Monomer structure showing the position of Ile407 (green sticks) and bound nucleotide (ADP, orange sticks). The small translated portion of the monomer that remains with the Glu61* alteration is shown in light green, (top right) oligomeric ring chaperonin structure with magnification at Ile407. Ile407 is shown to lie at an intersubunit interface near the bound ADP (orange sticks), the close-up of Ile407 residue position illustrates proximity to the central catalytic cavity and bound nucleotide. Middle panel; ClustalW alignment of selected chaperonin sequences showing conservation of the Ile407 and following acidic residue (Glu in BBS10). Lower panel; Comparison of open and closed forms of chaperonins. Movement of the Ile407 helix is illustrated between the open (purple) and closed (magenta) forms of GroEL/GroES. The catalytic acid of chaperonins is shown as sticks, in proximity to bound ADP analog (present in solved structure). After ATP hydrolysis, the helix rotates and moves as part of the twist mechanism of facilitated substrate protein folding that the chaperonin catalyses. Ile407 is on the opposite end of the helix, and is shown as stick-like structures. (F–H) Examples of three patients with BBS10-RCD at different ages.
Figure 2.Difference in the visual acuity and visual field changes in between patients with and patients with over time. (A) Comparison among patients with BBS1, patients with BBS10-RCD, and patients with BBS10-COD. Blue trend line corresponds to patients with BBS10 with RCD, red trend line to patients with BBS1, and green trend line to patients with BBS10 with COD. Each dot represents VA results for each patient in the three BBS cohorts. Visual acuity had a linear decline over time in each cohort with patients with BBS10-RCD showing the fastest change, followed by patients with BBS1. The slowest progression was observed in patients with BBS10 with COD. VA, visual acuity; LogMAR, the Logarithm of the Minimum Angle of Resolution; RCD, rod-cone dystrophy; COD, cone dystrophy. (B) Change in GVF diameter to III4e isopter in all patients with BBS1 and patients with BBS10-RCD dystrophy. Patients with BBS10-RCD had more constricted visual fields to III4e stimuli earlier compared to patients with BBS1 of the same age. GVF, Goldmann visual field; RCD, rod-cone dystrophy. Red trend line corresponds to patients with BBS1 and blue trend line to patients with BBS10-RCD. Each dot represents the mean diameter (right and left eyes) of available GVF to III4e isopter.
Continued
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| Digit Anomaly | Kidney Anomalies | Liver Anomalies | Hearing | Cardiac Abnormalities | Diabetes | Ataxia/Poor Coordinatio | Cognitive Impairment | Dev Delay/Learning Disabilities | Speech Disorder/Delay | Behavioral Abnormalities | Genital Abnormalities | Variant 1 | Variant 2 | Reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| |||||||||||||||
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| + | − | − | + | − | + | + | + | + | + | + | + | Arg49Trp | Arg49Trp |
|
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| + | + | + | − | − | − | − | − | + | − | − | NA | Cys91Trp | Val707* |
|
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| + | + | + | − | − | − | + | + | + | + | + | + | Cys91Leufs*5 | Glu104Lysfs*7 |
|
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| + | + | − | − | − | − | NA | + | + | + | + | + | Cys91Trp | Ala474Metfs*10 |
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| + | + | − | − | − | − | NA | − | + | + | − | − | Cys91Trp | Ala474Metfs*10 |
|
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| + | + | − | − | − | + | + | + | + | + | NA | + | Cys91Leufs*5 | Tyr559* |
|
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| + | − | NA | − | NA | NA | NA | + | + | NA | + | + | Cys91Leufs*5 | Tyr469* |
|
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| + | + | − | − | − | − | + | − | + | + | − | − | Cys91Leufs*5 | Tyr469* |
|
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| + | + | − | − | − | − | + | + | + | + | − | + | Cys91Leufs*5 | Tyr469* |
|
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| + | − | − | − | − | − | − | − | − | − | − | NA | Ile407Thr | Ile407Thr | |
|
| − | − | − | − | − | − | − | − | NA | NA | NA | − | Glu61* | Leu76Phe | |
|
| − | − | − | − | − | − | − | + | NA | NA | NA | − | Glu61* | Leu76Phe | |
|
| + | + | − | − | − | + | − | NA | NA | NA | NA | + | Cys91Leufs*5 | Tyr177* | |
|
| − | − | + | − | − | + | − | + | NA | NA | + | NA | Ser303Argfs*3 | His656Leufs*4 |
|
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| + | + | − | − | − | − | + | + | + | − | + | − | Cys91Leufs*5 | Cys91Leufs*5 |
|
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| NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Asn364Thrfs*5 | Thr524Alafs*13 | |
|
| + | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Tyr589* | Tyr589* | |
|
| NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Leu76Ilefs*34 | Cys91Leufs*5 | |
|
| NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Cys91Leufs*5 | Phe86Leu | |
|
| NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Arg49Trp | Cys91Leufs*5 | |
|
| + | NA | NA | NA | NA | NA | NA | NA | + | NA | NA | NA | Ser444Valfs*44 | Arg49Trp | |
|
| NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | Cys91Leufs*5 | Cys91Leufs*5 | |
|
| + | − | − | + | − | − | NA | + | + | − | NA | + | Arg49Trp | Arg49Trp | |
|
| + | − | − | + | − | − | NA | + | + | − | NA | NA | Arg49Trp | Arg49Trp | |
|
| + | + | − | + | + | − | NA | + | + | − | NA | − | Arg49Trp | Arg49Trp | |
|
| + | + | NA | + | − | − | − | − | − | − | − | − | Leu414Ser | Cys91Leufs*5 |
|
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| + | − | − | − | − | − | + | − | − | − | − | − | Cys91Leufs*5 | Pro350Ilefs*11 | |
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| + | − | − | − | − | − | − | + | − | − | + | + | Arg49Trp | Arg49Trp | |
|
| + | + | + | − | + | + | − | − | − | − | − | + | Cys91Leufs*5 | Cys91Leufs*5 |
|
| (*) Hirschsprung disease; (†) heterotaxia. NA: not available. –: not present, +: present. | |||||||||||||||
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| |||||||||||||||
| Feature |
|
| |||||||||||||
| Digit anomalies | 32/34 (94) | 21/24 (88) | |||||||||||||
| Developmental delay/learning disabilities | 23/32 (72) | 14/19 (74) | |||||||||||||
| Cognitive impairment | 14/29 (48) | 13/21 (62) | |||||||||||||
| Kidney anomalies | 15/33 (45) | 12/22 (55) | |||||||||||||
| Behavioral abnormalities | 8/21 (38) | 7/15 (47) | |||||||||||||
| Ataxia/poor coordination | 10/31 (32) | 7/16 (44) | |||||||||||||
| Genital anomalies | 7/22 (32) | 10/18 (56) | |||||||||||||
| Speech disorder | 10/34 (29) | 7/17 (41) | |||||||||||||
| Liver anomalies | 8/32 (25) | 4/20 (20) | |||||||||||||
| Hearing problems | 8/34 (24) | 5/22 (23) | |||||||||||||
| Diabetes | 8/34 (24) | 5/21 (24) | |||||||||||||
| Cardiac anomalies | 4/34 (12) | 2/21 (10) | |||||||||||||
NA, not applicable.
Continued
| Gene | Variant | Predicted Effect | dbSNP | PhyloP | SIFT/PolyPhen-23‡ | Allele frequency (GnomAD)4§ | Splicing | Access Number6¶ (ClinVar or Uniprot) |
|---|---|---|---|---|---|---|---|---|
| c.1420_1432del, p.(Ala474Metfs*10) | Frameshift stop | NA | NA | NA | NA | Premature stop | Novel | |
| c.1566_1569dup, p.(Thr524Alafs*13) | Frameshift stop | NA | NA | NA | 0 | Premature stop | Novel | |
| c.1677C>A, p.(Tyr559*) | Nonsense | rs375413604 | NA | NA | 0.00004252 | Premature stop | Pat. RCV000477827.2 | |
| c.1767C>A, p.(Tyr589*) | Nonsense | NA | NA | NA | NA | Premature stop | Lik. Pat. RCV000760514.1 | |
| c.1967del, p.(His656Leufs*4) | Frameshift stop | NA | NA | NA | 0 | Premature stop | Novel | |
| c.2119_2120del, p.(Val707*) | Nonsense | rs775950661 | NA | NA | 0.00006015 | Premature stop | Pat. RCV000665753.1 |
Database of single nucleotide polymorphisms (dbSNP; http://www.ncbi.nlm.nih.gov/SNP/).
PhyloP basewise conservation score derived from alignment of 46 vertebrate species (range = -14.1 to 6.4). Higher levels are more conserved (Pollard KS, Hubisz MJ, Siepel A. Detection of non-neutral substitution rates on mammalian phylogenies Genome Res. 2010 Jan;20(1):110-21. PMID: 19858363).
Missense predictors: SIFT(predicts whether an amino acid substitution affects protein function based on sequence homology and the physical properties of amino acids; https://sift.bii.a-star.edu.sg/)/Polyphen(predicts possible impact of an amino acid substitution on the structure and function of a human protein using straightforward physical and comparative considerations; http://genetics.bwh.harvard.edu/pph2/).
Allele frequency across multiple populations from Genome Aggregation Database (GnomAD: https://gnomad.broadinstitute.org/).
Splicing predictor (Splice prediction by Neural Network; https://www.fruitfly.org/seq_tools/splice.html).
ClinVar (archive of reports of the relationships among human variations and phenotypes, with supporting evidence; https://www.ncbi.nlm.nih.gov/clinvar/intro/) or Uniprot (high-quality and freely accessible resource of protein sequence and functional information; https://www.uniprot.org/).
Pat-, pathogenic; Lik. Pat., likely pathogenic; Unc, unconclusive.