Introduction
Non-syndromic IRDs
Cone or cone-rod dystrophy (CD/CRD)
Congenital stationary night blindness (CSNB)
Leber congenital amaurosis (LCA)
Macular degeneration (MD)
Retinitis pigmentosa (RP)
Syndromic IRDs
Bardet-biedl syndrome
Usher syndrome (USH)
Joubert syndrome
Senior-loken syndrome
Methods
Results
Demographic and clinical features of IRDs
Demographic characteristics (n = 357 index cases) | No. | % |
---|---|---|
Ethnicity | ||
N.D | 181 | 50.70 |
Punjab | 115 | 32.21 |
Khyber Pakhtunkhwa | 49 | 13.73 |
Britishi Pakistani | 3 | 0.84 |
Sindh | 4 | 1.12 |
Balochistan | 3 | 0.84 |
Canadian Pakistani | 1 | 0.28 |
Kashmir | 1 | 0.28 |
Parental consanguinity | ||
Yes | 250 | 70.03 |
N.D | 99 | 27.73 |
No | 8 | 2.24 |
Clinical Diagnosis | ||
Non-Syndromic | 276 | 77.31 |
Syndromic | 81 | 22.68 |
Inheritance pattern | ||
Autosomal Dominant | 6 | 1.70 |
Autosomal Recessive | 341 | 95.50 |
Autosomal Dominant/Recessive | 6 | 1.70 |
X-Linked | 4 | 1.10 |
Genomic features of the observed alleles (n = 277 variants) | ||
Zygosity | ||
Homozygous | 246 | 88.81 |
N.D | 22 | 7.94 |
Heterozygous | 6 | 2.17 |
Hemizygous | 3 | 1.08 |
Impact Type | ||
Missense | 116 | 41.88 |
Indels/Frameshift | 73 | 26.35 |
Nonsense | 53 | 19.13 |
Splicing | 34 | 12.27 |
Synonymous | 1 | 0.36 |
Classification of the observed missense variants (n = 116) | ||
ACMG | ||
Benign/Likely Benign | 8 | 6.90 |
Pathogenic/Likely Pathogenic | 63 | 54.31 |
Uncertain Significance | 45 | 38.79 |
ClinVar | ||
Benign/Likely Benign | 6 | 5.17 |
Pathogenic/Likely Pathogenic | 49 | 42.24 |
Uncertain Significance | 16 | 13.79 |
Conflicting | 9 | 7.76 |
Not reported | 36 | 31.03 |
Types of single nucleotide variants (SNVs) reported (n = 170) | ||
Synonymous | 1 | 0.59 |
Missense | 116 | 68.24 |
Nonsense | 53 | 31.18 |
Transitions (n = 109) | ||
Purine-Purine | 45 | 41.28 |
Pyramidine-Pyramidine | 64 | 58.72 |
Transversions (n = 61) | ||
Purine-Pyramidine | 37 | 60.66 |
Pyramidine-Purine | 24 | 39.34 |
Transitions (n = 109) | ||
C > T | 48 | 44.04 |
G > A | 34 | 31.19 |
A > G | 11 | 10.09 |
T > C | 16 | 14.68 |
Transversions (n = 61) | ||
G > T | 17 | 27.87 |
C > A | 10 | 16.39 |
G > C | 12 | 19.67 |
T > G | 9 | 14.75 |
A > T | 6 | 9.84 |
C > G | 3 | 4.92 |
T > A | 2 | 3.28 |
A > C | 2 | 3.28 |
Genetic spectrum of IRDs
Gene | Transcript ID | cDNA | CADD | DANN | LRT | MA | MT | MP | PP-2 | PRO | SIFT | ACMG | ClinVar |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AIPL1 | NM_014336.5 | c.465G > T | 35 | VUS | B | B | VUS | VUS | PD | VUS | VUS | VUS | VUS |
SLC6A6 | NM_003043.6 | c.1196G > T | 33 | VUS | P | P | VUS | P | PD | n.a | n.a | LP | LP |
RLBP1 | NM_000326.5 | c.346G > C | 33 | VUS | P | B | VUS | VUS | PD | B | B | P | LP |
USH2A | NM_206933.4 | c.7334C > T | 32 | VUS | B | VUS | B | VUS | PD | VUS | VUS | B | B |
TULP1 | NM_003322.6 | c.1561C > T | 32 | VUS | P | P | VUS | P | PD | P | P | VUS | LP |
ADAM9 | NM_003816.3 | c.1144 T > G | 32 | VUS | P | P | VUS | P | PD | P | P | VUS | n.a |
SNRNP200 | NM_014014.5 | c.3269G > A | 32 | P | P | P | VUS | P | PD | VUS | P | LP | P |
GUCY2D | NM_000180.4 | c.2302C > T | 32 | P | VUS | P | B | n.a | PD | P | P | P | P |
GNAT1 | NM_144499.3 | c.386A > G | 32 | VUS | P | P | VUS | P | PD | P | P | LP | P |
ARL3 | NM_004311.4 | c.296G > T | 32 | VUS | P | P | VUS | P | PD | P | P | LP | P |
PDE6A | NM_000440.3 | c.1630C > T | 32 | P | VUS | VUS | B | n.a | PD | P | P | P | P/LP |
RPE65 | NM_000329.3 | c.751G > T | 32 | VUS | P | P | VUS | P | PD | VUS | P | LP | VUS |
PEX6 | NM_000287.4 | c.2626C > T | 32 | P | P | P | VUS | n.a | PD | P | VUS | LP | VUS |
LRAT | NM_004744.5 | c.196G > C | 31 | VUS | P | P | VUS | P | PD | P | P | LP | n.a |
GUCY2D | NM_000180.4 | c.2384G > T | 31 | VUS | VUS | P | B | P | PD | P | P | P | n.a |
ARL13B | NM_001174150.2 | c.236G > A | 31 | P | VUS | VUS | VUS | P | PD | VUS | P | LP | P |
TULP1 | NM_003322.6 | c.1445G > A | 31 | P | P | P | VUS | n.a | PD | VUS | P | P | P |
RPE65 | NM_000329.3 | c.131G > A | 31 | P | VUS | P | VUS | P | PD | VUS | P | P | P |
RDH12 | NM_152443.3 | c.506G > A | 31 | P | P | VUS | VUS | P | PD | VUS | P | P | P/LP |
GUCY2D | NM_000180.4 | c.2384G > A | 31 | P | VUS | P | B | n.a | PD | VUS | P | LP | VUS |
GUCY2D | NM_000180.4 | c.582G > C | 29.8 | VUS | B | VUS | VUS | P | PD | P | P | VUS | n.a |
RAX2 | NM_001319074.4 | c.236G > A | 29.7 | VUS | B | P | VUS | P | n.a | n.a | n.a | VUS | VUS |
USH2A | NM_206933.4 | c.12523 T > G | 29.5 | VUS | B | P | VUS | P | PD | P | P | P | n.a |
PRPF3 | NM_004698.4 | c.1481C > T | 29.4 | VUS | P | P | VUS | P | PD | P | P | P | CFL |
CNGB1 | NM_001297.5 | c.2284C > T | 29.4 | P | P | P | VUS | n.a | PD | P | P | P | P |
PDE6B | NM_000283.4 | c.1655G > A | 29.3 | P | P | P | VUS | P | PD | VUS | P | P | P/LP |
DHX38 | NM_014003.4 | c.971G > A | 29.1 | P | VUS | P | VUS | B | PD | VUS | VUS | VUS | LP |
CDH23 | NM_022124.6 | c.8150A > G | 29 | VUS | P | P | VUS | P | PD | P | P | VUS | n.a |
RDH5 | NM_002905.5 | c.319G > C | 28.8 | P | P | VUS | VUS | P | PD | P | P | LP | n.a |
USH1G/SANS | NM_173477.5 | c.1373A > T | 28.7 | VUS | P | P | VUS | P | PD | n.a | n.a | P | P/LP |
RPE65 | NM_000329.3 | c.179 T > C | 28.6 | VUS | P | VUS | VUS | P | PD | VUS | P | LP | n.a |
RPE65 | NM_000329.3 | c.782 T > C | 28.6 | VUS | P | P | VUS | P | PD | P | P | LP | VUS |
ABCA4 | NM_000350.3 | c.5882G > A | 28.4 | VUS | P | B | VUS | n.a | PD | P | P | P | P |
TULP1 | NM_003322.6 | c.1466A > G | 28.2 | VUS | P | P | VUS | P | PD | VUS | P | P | P |
RPE65 | NM_000329.3 | c.119G > A | 28.1 | VUS | P | P | VUS | P | PD | P | P | LP | LP |
ABCA4 | NM_000350.3 | c.91 T > C | 27.7 | VUS | B | P | VUS | P | PD | P | P | LP | LP |
ABCA4 | NM_000350.3 | c.214G > A | 27.6 | P | VUS | P | VUS | n.a | PD | P | P | P | P/LP |
CNGA3 | NM_001298.3 | c.991G > C | 27.3 | P | P | P | VUS | P | PD | P | P | LP | n.a |
RDH5 | NM_002905.5 | c.758 T > G | 27.2 | B | P | VUS | VUS | VUS | PD | VUS | B | VUS | n.a |
RDH12 | NM_152443.3 | c.609C > A | 27.1 | VUS | P | P | VUS | P | PD | P | P | P | P |
CLRN1 | NM_174878.3 | c.461 T > G | 27 | B | P | VUS | VUS | VUS | PD | P | VUS | VUS | LP |
CDH23 | NM_022124.6 | c.7198C > T | 27 | P | VUS | P | VUS | VUS | PD | P | P | VUS | n.a |
ABCA4 | NM_000350.3 | c.2023G > A | 26.9 | VUS | P | P | VUS | n.a | PD | B | P | VUS | CFL |
CEP290 | NM_025114.4 | c.148C > T | 26.7 | VUS | VUS | B | VUS | B | PD | B | VUS | VUS | LP |
CNGA3 | NM_001298.3 | c.955 T > C | 26.6 | VUS | P | P | VUS | P | PD | P | P | P | P/LP |
CERKL | NM_201548.5 | c.316C > A | 26.5 | VUS | VUS | VUS | VUS | P | PD | VUS | B | VUS | CFL |
CNGA3 | NM_001298.3 | c.952G > A | 26.5 | VUS | P | P | VUS | P | PD | VUS | VUS | VUS | n.a |
CNGA3 | NM_001298.3 | c.847C > T | 26.5 | VUS | P | P | VUS | P | PD | P | P | P | P/LP |
TULP1 | NM_003322.6 | c.1274 T > C | 26.4 | VUS | VUS | P | VUS | P | PD | P | P | LP | n.a |
SEMA4A | NM_022367.4 | c.1049 T > G | 26.1 | VUS | VUS | P | VUS | P | PD | P | P | LP | P |
GUCY2D | NM_000180.4 | c.917A > T | 26 | VUS | VUS | VUS | VUS | P | PD | P | P | VUS | n.a |
BBS12 | NM_152618.3 | c.1589 T > C | 26 | VUS | VUS | VUS | VUS | P | PD | P | P | VUS | n.a |
TMEM67 | NM_153704.6 | c.1127A > C | 26 | VUS | VUS | VUS | VUS | VUS | PD | VUS | VUS | P | P |
ARL6/BBS3 | NM_001278293.3 | c.281 T > C | 25.8 | VUS | P | P | VUS | P | n.a | VUS | P | LP | P |
DHX38 | NM_014003.4 | c.995G > A | 25.8 | VUS | VUS | VUS | VUS | B | PD | P | B | VUS | VUS |
EYS | NM_001142800.2 | c.7187G > C | 25.7 | VUS | VUS | P | B | P | PD | VUS | P | VUS | VUS |
ASRGL1 | NM_001083926.2 | c.532G > A | 25.6 | P | P | P | VUS | P | PD | P | P | LP | n.a |
PDE6B | NM_000283.4 | c.1160C > T | 25.6 | VUS | P | P | VUS | P | PD | P | P | LP | P |
IMPDH1 | NM_000883.4 | c.931G > A | 25.6 | VUS | P | n.a | VUS | P | PD | P | VUS | P | P |
CRB1 | NM_201253.3 | c.3101G > C | 25.5 | VUS | n.a | P | VUS | VUS | n.a | P | P | LP | n.a |
CRB1 | NM_201253.3 | c.3962G > C | 25.5 | P | n.a | P | VUS | P | PD | P | P | P | n.a |
RDH12 | NM_152443.3 | c.619A > G | 25.5 | VUS | P | P | VUS | P | PD | P | VUS | LP | P |
BBS12 | NM_152618.3 | c.1616G > T | 25.4 | VUS | VUS | VUS | VUS | P | PD | P | VUS | LP | VUS |
RHO | NM_000539.3 | c.448G > A | 25.3 | P | VUS | VUS | VUS | P | PD | B | VUS | P | LP |
LCA5 | NM_001122769.3 | c.652C > G | 25.3 | VUS | VUS | VUS | B | B | PD | P | P | VUS | n.a |
TULP1 | NM_003322.6 | c.1138A > G | 25.2 | VUS | P | VUS | VUS | P | B | P | VUS | VUS | n.a |
ABCA4 | NM_000350.3 | c.5243G > A | 25.1 | VUS | B | VUS | B | VUS | PD | VUS | B | VUS | P |
RPGRIP1 | NM_020366.4 | c.2480G > T | 25.1 | VUS | VUS | VUS | VUS | P | PD | P | VUS | VUS | P |
MKKS | NM_170784.3 | c.280 T > C | 25 | VUS | VUS | P | VUS | P | PD | VUS | B | VUS | n.a |
CNGA3 | NM_001298.3 | c.827A > G | 24.8 | VUS | P | P | VUS | P | PD | P | P | LP | LP |
GUCY2D | NM_000180.4 | c.2189 T > C | 24.8 | VUS | VUS | P | B | P | PD | P | P | LP | n.a |
RPGRIP1 | NM_020366.4 | c.2656C > T | 24.7 | VUS | VUS | P | VUS | B | PD | VUS | VUS | VUS | n.a |
CRB1 | NM_201253.3 | c.433 T > C | 24.6 | VUS | n.a | P | VUS | P | PD | P | P | LP | n.a |
RDH5 | NM_002905.5 | c.536A > G | 24.5 | VUS | P | P | VUS | P | PD | VUS | VUS | LP | P |
SEMA4A | NM_022367.4 | c.1033G > C | 24.4 | VUS | VUS | P | VUS | P | PD | VUS | VUS | LP | VUS |
PDE6B | NM_001145292.2 | c.938C > T | 24.3 | VUS | P | B | VUS | VUS | B | B | B | VUS | LP |
CRB1 | NM_201253.3 | c.3296C > A | 24.3 | VUS | n.a | VUS | VUS | VUS | PD | VUS | VUS | VUS | n.a |
PRCD | NM_001077620.3 | c.2 T > C | 24.2 | VUS | VUS | n.a | VUS | P | n.a | B | VUS | P | P |
BBS5 | NM_152384.3 | c.2 T > A | 24.2 | VUS | VUS | n.a | VUS | P | n.a | B | VUS | P | P |
CNGA3 | NM_001298.3 | c.822G > T | 24.1 | VUS | P | P | VUS | P | PD | P | P | P | CFL |
CNGA3 | NM_001298.3 | c.1306C > T | 24 | VUS | P | P | VUS | n.a | PD | P | P | P | P |
CLRN1 | NM_174878.3 | c.92C > T | 23.9 | VUS | VUS | B | VUS | VUS | PD | VUS | VUS | LP | P |
BBS2 | NM_031885.5 | c.443A > T | 23.8 | VUS | VUS | n.a | B | P | PD | VUS | P | VUS | n.a |
ZNF513 | NM_144631.6 | c.1015 T > C | 23.8 | VUS | VUS | B | VUS | VUS | PD | P | VUS | B | VUS |
GRM6 | NM_000843.4 | c.824G > A | 23.7 | VUS | n.a | VUS | VUS | VUS | PD | VUS | B | VUS | VUS |
PDE6A | NM_000440.3 | c.304C > A | 23.6 | VUS | P | VUS | B | n.a | PD | VUS | B | P | CFL |
IMPDH1 | NM_000883.4 | c.676G > A | 23.6 | VUS | P | n.a | VUS | P | B | P | B | VUS | n.a |
RDH5 | NM_002905.5 | c.602C > T | 23.6 | VUS | VUS | P | B | VUS | PD | VUS | VUS | VUS | n.a |
NMNAT1 | NM_022787.4 | c.25G > A | 23.6 | VUS | B | P | B | VUS | PD | B | P | P | P |
CLCC1 | NM_001377458.1 | c.75C > A | 23.6 | VUS | P | P | VUS | P | PD | VUS | P | VUS | P |
EYS | NM_001142800.2 | c.8299A > T | 23.4 | VUS | B | VUS | B | VUS | PD | B | B | LB | n.a |
TULP1 | NM_003322.6 | c.1307C > G | 23.4 | VUS | VUS | B | VUS | P | B | P | VUS | VUS | n.a |
AIPL1 | NM_014336.5 | c.116C > A | 23.4 | B | P | P | VUS | P | PD | P | P | VUS | n.a |
CRB1 | NM_201253.3 | c.2234C > T | 23.1 | VUS | n.a | P | VUS | n.a | PD | P | P | P | P/LP |
BEST1 | NM_004183.4 | c.418C > G | 22.8 | VUS | B | P | VUS | P | PD | B | VUS | LP | CFL |
CRB1 | NM_201253.3 | c.2536G > A | 22.8 | VUS | n.a | P | VUS | P | PD | P | P | P | P |
BBS1 | NM_024649.5 | c.442G > A | 22.7 | VUS | n.a | VUS | VUS | n.a | PD | VUS | B | VUS | CFL |
GUCY2D | NM_000180.4 | c.530G > C | 22.7 | VUS | B | VUS | VUS | P | PD | VUS | VUS | VUS | n.a |
RPE65 | NM_000329.3 | c.1087C > A | 22.7 | VUS | VUS | VUS | VUS | P | B | B | B | P | P |
NMNAT1 | NM_022787.4 | c.547C > T | 22.7 | VUS | B | P | B | VUS | PD | VUS | VUS | VUS | VUS |
CRB1 | NM_201253.3 | c.1459 T > C | 22.6 | VUS | n.a | VUS | VUS | VUS | PD | P | VUS | VUS | B/LB |
IFT43 | NM_001102564.3 | c.100G > A | 22.6 | VUS | B | B | B | n.a | PD | VUS | VUS | VUS | CFL |
RPGRIP1 | NM_020366.4 | c.1639G > T | 22.5 | VUS | B | B | B | n.a | PD | B | B | B | B/LB |
GRM6 | NM_000843.4 | c.2267G > A | 22.3 | VUS | n.a | VUS | B | P | B | VUS | B | VUS | P |
CRB1 | NM_201253.3 | c.2966 T > C | 22.2 | VUS | n.a | VUS | VUS | P | PD | VUS | VUS | VUS | n.a |
RDH5 | NM_002905.5 | c.668A > C | 22.1 | VUS | B | VUS | B | VUS | PD | VUS | B | VUS | n.a |
SEMA4A | NM_022367.4 | c.2138G > A | 21.3 | VUS | B | B | B | n.a | B | B | B | B | B/LB |
FAM161A | NM_001201543.2 | c.1139G > T | 18.53 | VUS | B | VUS | VUS | P | PD | P | VUS | VUS | VUS |
ALMS1 | NM_001378454.1 | c.5242A > G | 17.8 | VUS | n.a | n.a | VUS | n.a | n.a | n.a | n.a | B | LB |
NR2E3 | NM_014249.4 | c.227G > A | 16.07 | B | B | B | n.a | n.a | PD | n.a | n.a | LP | CFL |
AIPL1 | NM_014336.5 | c.773G > C | 15.35 | B | B | B | VUS | VUS | PD | VUS | B | VUS | LP |
CRB1 | NM_201253.3 | c.3347 T > C | 9.398 | B | n.a | VUS | VUS | VUS | B | B | B | VUS | n.a |
RP1 | NM_006269.2 | c.1118C > T | 9.092 | B | B | VUS | B | n.a | B | B | VUS | B | B/LB |
RAX2 | NM_001319074.4 | c.374G > A | 1.497 | B | B | B | VUS | B | n.a | n.a | n.a | LB | n.a |
RP1 | NM_006269.2 | c.2005G > A | 1.173 | B | B | B | VUS | n.a | B | B | B | VUS | VUS |
GUCY2D | NM_000180.4 | c.2384G > A | 32 | P | VUS | P | B | n.a | PD | VUS | P | P | VUS |
cDNA change | Protein change | gnomAD MAF | Disease | Population | Consanguinity | Zygosity | ACMG | |
---|---|---|---|---|---|---|---|---|
SEMA4A | c.2138G > A | p.(Arg713Gln) | 0.03651 | adRP | N.D | No | Heterozygous | Benign |
USH2A | c.7334C > T | p.(Ser2445Phe) | 0.000841 | arUSH2 | KPK | No | Homozygous | Benign |
RPGRIP1 | c.1639G > T | p.(Ala547Ser) | 0.2038 | arCRD | N.D | Yes | Homozygous | Benign |
RP1 | c.1118C > T | p.(Thr373Ile) | 0.01215 | arRP | N.D | Yes | Homozygous | Benign |
ZNF513 | c.1015 T > C | p.(Cys339Arg) | 0.0001668 | arRP | Punjab | Yes | Homozygous | Benign |
ALMS1 | c.5242A > G | p.(Lys1748Glu) | NA | arAS | Punjab | Yes | Homozygous | Benign |
RAX2 | c.374G > A | p.(Gly125Glu) | NA | arRD | Punjab | Yes | Homozygous | Likely Benign |
RAX2 | c.8299A > T | p.(Thr2777Ser) | NA | arRP | Punjab | Yes | Homozygous | Likely Benign |