Table 1 Candidate Genes. Several were published previously through gene matching.

From: The diagnostic yield, candidate genes, and pitfalls for a genetic study of intellectual disability in 118 middle eastern families

Family-ID

Index's Age at exome test

Index's Gender

Other Affected

Phenotype

Gene-Approved

HGVS variant (hg19)

Zygosity

Consanguinity

avsnp150 rs

GnomAD frequency

Pathogenicity Scores *

Function & experimental models

Remarks

11SS10900

2 Years

Female

No

Refractory seizures and developmental delay

AATK

AATK(NM_001080395.3):c.533 + 1G > A (p.?)

homozygous

Yes

NA

Absent

NA

Apoptosis-associated tyrosine kinase (AATK) is a non-receptor type tyrosine kinase whose expression is up-regulated during the apoptosis and differentiation of 32Dcl3 myeloblastic cells. AATK plays an essential role in mature neurons and neuronal differentiation40,41

No published genotype–phenotype association

10DK8100

12 Years

Male

Yes

Autistic features, intellectual disability, hyperactivity, and normal MRI brain

AP1G2

AP1G2(NM_003917.5):c.2269C > A (p.Leu757Ile)

homozygous

Yes

rs764435650

0.0000319

0/4

The AP1G2 gene encodes gamma-2-adaptin, a protein very similar to gamma-adaptin (AP1G1), a subunit of the AP1 adaptor complex that engages clathrin to the trans-Golgi network. It might have a role in protein sorting in late endosomes or multivesicular bodies42. Zebrafish whole-mount in situ hybridization confirmed that γ2 adaptin (encoded by AP1G2) is detected in the developing central nervous system (CNS) and knockout in zebrafish embryos showed severe, lethal impairment of CNS development43. The partner protein AP1G1 was recently published to cause ID44

No published genotype–phenotype association

12DK11500

11 Years

Male

Yes

Facial dysmorphic features, severe neurodevelopmental delay, cortical visual impairment and seizures

CAMSAP1

CAMSAP1(NM_015447.4):c.521C > T (p.Thr174Met)

homozygous

Yes

rs1187560194

0.0000319

1/4

CAMSAP1 is a microtubule-organizing protein that binds to the minus end of non-centrosomal microtubules and regulates their dynamics and organization45. It is involved in other processes, including neuron projection development and regulation of cell morphogenesis46

Gene Matched (understudy)

10BS15400

1 Year

Male

Yes

Severe intellectual disability, seizures, face dysmorphism, hypopigmented hair and skin

CCDC9B

CCDC9B(NM_207380.2):c.796_815del (p.Leu266AlafsTer35)

homozygous

Yes

NA

Absent

NA

CCDC9B (C15orf52) is expressed in the brain. Mouse KO data indicated a neurological phenotype. It showed decreased exploration in new environments and decreased prepulse inhibition (MGI:2685199)

No published genotype–phenotype association

10DH6800

14 Years

Female

Yes

Short stature, microcephaly, cataract, abnormal teeth, obesity, hypertension, and insulin resistance

CNTROB

CNTROB(NM_001037144.7):c.355 + 1G > A (p.?)

homozygous

Yes

rs752440318

7.95E-06

NA

CNTROB is a centrosomal protein involved in centriole duplication and cytokinesis47. It is expressed in the brain. It was observed that inhibiting centriole duplication causes cytokinesis defects. In mice, In hippocampal cells, centrobin formed cytoplasmic dots. It enhanced microtubule formation outside as well as inside the centrosome

Gene Matched (understudy)

10SS7900

7 Years

Male

Yes

Intellectual disability

DNAH14

DNAH14(NM_001367479.1):c.5716A > C (p.Lys1906Gln)

homozygous

Yes

rs868380191

Absent

4/4

DNAH14 encodes a microtubule-associated motor protein that contributes to centrosome integrity. DNAH14 was found to be a causative gene in patients with hydrocephalus. Since DNAH14 encodes axonemal dynein, which is found in motile cilia it is believed to affect cilia physiological function during hydrocephalus pathogenesis48. Mutation in DNAH14 was also linked to human embryonic lethality49

One study was published recently with no further confirmation50, and no associated OMIM phenotype entry

10SN8700

6 Years

Male

Yes

IUGR, recurrent pneumonia (lipoid), ventilator-dependent, inguinal hernia, thin corpus callosum and mild to moderate brain atrophy

DNAJB4

DNAJB4(NM_007034.5):c.181A > G (p.Arg61Gly)

homozygous

Yes

NA

Absent

4/4

DNAJB4 is a member of the highly conserved DNAJ/HSP40 protein family. It functions as a chaperone for E-cadherin, allowing appropriate folding, localization, and stability, implying a post-transcriptional level of control51. DNAJB4 binds to the carboxyl tail of the human mu opioid receptor in the CNS52. DNAJB4 was found to interact with SDIM1, which is thought to play a particular role in brain cell survival and/or receptor trafficking53

No published genotype–phenotype association

30DF4200

12 Years

Female

Yes

Intellectual disability, microcephaly, facial dysmorphism, microphthalmia and eczema

DRG1

DRG1(NM_004147.4):c.160G > T (p.Gly54Ter)

homozygous

Yes

NA

Absent

NA

DRG1 is a microtubule-binding protein that performs various microtubule-related functions54. Based on its expression pattern, DRG1 may be involved in neuronal cell proliferation and/or differentiation55. DRG1 transcript levels in the developing central nervous system of Xenopus laevis revealed a similar pattern of expression56

Gene Matched (understudy)

10BN7700

7 Years

Male

Yes

Normocephalic, global developmental delay, and spastic paraplegia

DTNBP1

DTNBP1(NM_032122.5):c.811 + 6G > A (p.?)

homozygous

Yes

NA

Absent

NA

Dysbindin protein is a significant component of the biogenesis of lysosome-related organelles complex-1 (BLOC-1), which controls protein trafficking in the lysosomal pathway57. DTNBP1 has been identified to have a role in the development of schizophrenia by affecting brain development and neurotransmission activity58

Studies associated DTNBP1 variants with schizophrenia with no further functional confirmation59

10DK15000

12 Years

Female

Yes

Intellectual disability

EDRF1

EDRF1(NM_001202438.2):c.2591-1G > A (p.?)

homozygous

Yes

NA

Absent

NA

EDRF1 is a transcription factor60; it is highly expressed in the brain

No published genotype–phenotype association

10BS10700

7 Years

Female

Yes

Global developmental delay, microcephaly, severe visual impairment hypomyelination and hypoplastic corpus callosum

EEF1D

EEF1D(NM_001130053.4):c.1905 + 1G > A (p.?)

homozygous

Yes

rs1364060781

3.99E-06

NA

EEF1D gene encodes three different splice forms proteins in addition to a more recently described isoform called eEF1BδL that functions during cellular stress as a transcription factor for heat shock element-containing genes61. Mutations in the EEF1D gene have been associated with neurodevelopmental abnormalities62

Gene Matched (understudy)

10MS2400

4 Years

Male

Yes

Severe acquired microcephaly, severe delay, seizures, optic nerve atrophy, and hypotonia

EXOC8

EXOC8(NM_175876.5):c.692A > G (p.Tyr231Cys)

homozygous

Yes

rs1558358137

Absent

4/4

EXOC8 is a subunit of the exocyst complex involved in docking exocytic vesicles with fusion sites on the plasma membrane. It is found to play an essential role in normal cortical development and its perturbation causes complex brain disorders. EXOC8 mutations (one family) are linked to neurodevelopmental disorders with microcephaly, seizures, and brain atrophy63

?Neurodevelopmental disorder with microcephaly, seizures, and brain atrophy (MIM# 619,076), Two studies correlated EXOC8 variants with a neurodevelopmental phenotype63,64, functional studies of the variant and studies of patient cells were not performed

10DF16100

14 Years

Female

Yes

Prenatal growth restrictions, failure to thrive, short stature, global developmental delay, intracerebral calcification and basal ganglia calcifications, and kidney failure

EXOSC4

EXOSC4(NM_019037.3):c.560 T > C (p.Leu187Pro)

homozygous

Yes

NA

Absent

2/4

EXOSC4 is a non-catalytic component of the RNA exosome complex with 3'- > 5' exoribonuclease activity and involvement in numerous cellular RNA processing and degradation events65. EXOSC4 is involved in the nucleic acid metabolic process and positive regulation of cell growth66. Mutations in other 3'- > 5' exoribonucleases enzymes were associated with a neurodevelopmental disorder67,68

Gene Matched (understudy)

10DH13900

28 Years

Female

Yes

Brain calcification, microcephaly, short stature and lung disease

FARSB

FARSB(NM_005687.5):c.853G > A (p.Glu285Lys)

homozygous

Yes

rs767956337

Absent

1/4

Cytoplasmic phenylalanine-tRNA synthetase is a heterodimer composed of a catalytic alpha subunit, FARSA, and a regulatory beta subunit, FARSB. FARSB is an aminoacyl-tRNA synthetase that charges tRNAs with specific amino acids. It is reported to be associated with neurodevelopmental disorders69,70

Published69

30BN13200

3 Years

Male

Yes

Symmetrical IUGR, clenched hands, hypertelorism, generalized hypotonia, duodenal atresia and annular pancreas

FBXO22

FBXO22(NM_012170.3):c.159_162del (p.Arg53SerfsTer13)

homozygous

Yes

NA

Absent

NA

FBXO22 is a Member of the F-box protein family, which is characterized by comprising 40-amino acid F-box domain. F-box proteins form complexes with other proteins and act as protein-ubiquitin ligases. FBXO22 plays a critical in carcinogenesis and may participate in the progression of parkinsonism71,72

Gene Matched (understudy)

10MS16500

1 Years

Male

Yes

Distal arthrogryposis with contractures of the knees and elbows, congenital clubfoot, muscular hypotonia, and mild learning disability

FILIP1

FILIP1(NM_015687.5):c.2665C > T (p.Arg889Ter)

homozygous

Yes

rs775141616

1.19E-05

NA

FILIP1 regulates the migration of neocortical cells from the ventricular zone by acting via a filamin-A/F-actin axis. It may cause filamin-A degradation73,74

Gene Matched (understudy)

10DK16000

8 Months

Female

Yes

Severe Global developmental delay and pontocerebellar hypoplasia

INPP4A

INPP4A(NM_001134224.1):c.2702G > C (p.Arg901Pro)

homozygous

Yes

NA

Absent

4/4

INPP4A catalyzes the hydrolysis of the 4-position phosphate of phosphatidylinositol 3,4-bisphosphate, as well as inositol 1,3,4-trisphosphate and inositol 1,4-bisphosphate75. INPP4A-null mice developed neurodegeneration in the striatum and severe involuntary movement disorders (MGI:1,931,123)

One study identified a novel nonsense INPP4A mutation in a family with intellectual disability76, with no further functional confirmation and no associated OMIM phenotype entry

10DH9400

11 Years

Female

Yes

Global developmental delay, seizures, and visual problems

P2RX7

P2RX7(NM_002562.6):c.614C > T (p.Thr205Met)

homozygous

Yes

rs140915863

0.000127

0/4

P2RX7 is an ATP receptor that functions as a ligand-gated ion channel. When its native ligand, ATP, is not present, it acts as a scavenger receptor, recognizing and engulfing apoptotic cells (Ivetac et al., 2005). It is responsible for the ATP-dependent lysis of macrophages77. It can potentially participate in both rapid synaptic transmission and ATP-mediated lysis of antigen-presenting cells. P2X7R was found to have roles in neuroinflammation and implications in Alzheimer's disease pathogenesis78

No published genotype–phenotype association

10DK3900

2 Years

Male

No

Central hypoventilation and apnea, seizures, cerebellar vermis hypoplasia and early death

PRDM13

PRDM13(NM_021620.4):c.800del (p.Gly267AspfsTer34)

homozygous

Yes

NA

Absent

NA

PRDM13 is implicated in transcriptional regulation. It is thought to be a vital component of a highly coordinated transcriptional network that determines the balance of inhibitory versus excitatory neurons in the dorsal spinal cord79

Published80

10MS13800

11 Years

Female

Yes

Global developmental delay, extrapyramidal features and spasticity

PTRHD1

PTRHD1(NM_001013663.2):c.169_196del (p.Ala57ArgfsTer26)

homozygous

Yes

rs553276736

0.000541

NA

Putative peptidyl-tRNA hydrolase with a PTH2 domain, implying that it works in the ubiquitin–proteasome pathway. It was suggested to be linked to early-onset parkinsonism and cognitive dysfunction81,82

Published83

10SS5400

4 Years

Male

Yes

Hypotonia, global developmental delay, and seizures. Parents are healthy

SCN10A; CDC42BPB

SCN10A(NM_001293307.2):c.3916 T > G (p.Phe1306Val);CDC42BPB(NM_006035.4):c.3941del (p.Ala1314GlyfsTer35)

homozygous; homozygous

Yes

NA; NA

Absent; Absent

4/4; NA

SCN10A gene encodes the alpha subunit of a voltage-gated sodium channel, an integral membrane glycoprotein responsible for the initial rising phase of action in most excitable cells84; CDC42BPB encodes a Serine/threonine-protein kinase that is an important downstream effector of CDC42 and regulates cytoskeleton reorganization and cell migration. Recently loss-of-function variants in this gene were associated with a neurodevelopmental phenotype85

SCN10A: one study published as a cause of ID with no further confirmation and no associated OMIM entry86, other associated disease is an episodic pain syndrome; CDC42BPB: one study published only describing de novo mutations (autosomal dominate) with no further confirmation85. OMIM phenotype: Chilton-Okur-Chung neurodevelopmental syndrome (MIM# 619,841). No biallelic variants for CDC42BPB described

14MS2200

2 Years

Female

Yes

Arthrogryposis, global developmental delay, microcephaly, and optic disc pallor

SCYL2

SCYL2(NM_017988.6):c.1624dup (p.Val542GlyfsTer16)

homozygous

Yes

NA

Absent

NA

SCYL2 regulates the production of excitatory receptors at synapses and plays an essential role in regulating neuronal function, signaling, and brain development87. Mutations in this gene have been linked to neurogenic arthrogryposis multiplex congenita-4 with corpus callosum agenesis (MIM# 618,766)

Published88

10DF10800

5 Years

Male

Yes

Global developmental delay with severely impaired intellectual function and absent speech, additionally Usher syndrome phenotype

SMG8

SMG8(NM_018149.6):c.1121_1122insG (p.Gly375TrpfsTer3); USH1G(NM_173477.5):c.1286_1295dup (p.Leu433GlnfsTer109)

homozygous

Yes

NA; NA

Absent; Absent

NA; NA

SMG8 gene encodes a component of the cell's nonsense-mediated mRNA decay (NMD) machinery. SMG8 and SMG9 as partners regulate the kinase activity of SMG1

Published39

10BS16700

5 Years

Male

No

Severe intellectual disability, spastic quadriparesis, axial hypotonia, abnormal brain MRI, and retinal dystrophy

SUPV3L1

SUPV3L1(NM_003171.5):c.2215C > T (p.Gln739Ter)

homozygous

Yes

NA

Absent

NA

SUPV3L1 encodes a helicase that is localized in the mitochondria. It has been shown in vitro to possess both double-stranded RNA and DNA unwinding activity that is ATP-dependent

Gene Matched (understudy). One study was published recently with no further confirmation89

10DK16600

12 Years

Female

No

Intellectual disability, spastic quadriparesis, abnormal brain MRI, neuroregression, seizures, and optic neuropathy

SUPV3L1

SUPV3L1(NM_003171.5):c.2215C > T (p.Gln739Ter)

homozygous

Yes

NA

Absent

NA

SUPV3L1 encodes a helicase that is localized in the mitochondria. It has been shown in vitro to possess both double-stranded RNA and DNA unwinding activity that is ATP-dependent

Gene Matched (understudy). One study was published recently with no further confirmation89

10BN7500

13 Years

Male

Yes

Intellectual disability

TACC2

TACC2(NM_206862.4):c.8260G > A (p.Ala2754Thr)

homozygous

Yes

rs538968585

0.00002

0/4

TACC2 is involved in the microtubule-dependent coupling of the nucleus and the centrosome and in the processes that regulate centrosome-mediated interkinetic nuclear migration (INM) of neural progenitors90. TACC2 is a tumor suppressor and an oncogenic protein91

No published genotype–phenotype association

10SS8000

7 Years

Male

Yes

Moderate to severe intellectual deficiency, behavioral abnormalities, facial dysmorphism, and ophthalmological abnormalities

THUMPD1

THUMPD1(NM_017736.5):c.774_776del (p.Leu258del)

homozygous

Yes

rs772419789

3.98E-06

NA

THUMPD1 is highly expressed in the brain and it is a unique adaptor protein that regulates tRNA acetylation interacts through interaction with NAT1092

Published93

10DK15900

2 Months

Female

Yes

Variable signs of cardiomyopathy, neonatal pulmonary hypertension, hypophosphatemia, chronic lung disease, developmental delay, and brain basal ganglia calcification

XPR1

XPR1(NM_004736.4):c.1811G > A (p.Arg604Gln)

homozygous

Yes

NA

Absent

4/4

The XPR1 protein mediates phosphate export from the cell and binds inositol hexakisphosphate and related inositol polyphosphates, key intracellular signaling molecules. Mutations in XPR1 gene are associated with the dominant condition of idiopathic basal ganglia calcification-622,23. No ID phenotype in this condition

The patients' phenotype is strikingly different from the reported phentyope, with no past ID phenotype described. No biallelic variants for XPR1 were described

10MS4500

4 Years

Female

Yes

Variable signs of cardiomyopathy, neonatal pulmonary hypertension, hypophosphatemia, chronic lung disease, developmental delay, and brain basal ganglia calcification

XPR1

XPR1(NM_004736.4):c.1811G > A (p.Arg604Gln)

homozygous

Yes

NA

Absent

4/4

  

50DK4600

2 Years

Male

Yes

Variable signs of cardiomyopathy, neonatal pulmonary hypertension, hypophosphatemia, chronic lung disease, developmental delay, and brain basal ganglia calcification

XPR1

XPR1(NM_004736.4):c.1811G > A (p.Arg604Gln)

homozygous

Yes

NA

Absent

4/4

  

63MS1200

3 Years

Male

Yes

Variable signs of cardiomyopathy, neonatal pulmonary hypertension, hypophosphatemia, chronic lung disease, developmental delay, and brain basal ganglia calcification

XPR1

XPR1(NM_004736.4):c.1811G > A (p.Arg604Gln)

homozygous

Yes

NA

Absent

4/4

  

22SN9300

6 Years

Female

Yes

Seizures and neurodegenerative disorder (? Leukodystrophy) in addition to also cystic fibrosis

ZFYVE28

ZFYVE28(NM_020972.3):c.2015_2016del (p.Ser672CysfsTer67)

homozygous

Yes

NA

Absent

NA

ZFYVE28 has been found to operate as a negative regulator of epidermal growth factor receptor (EGFR) signaling. It promotes EGFR degradation in endosomes when not monoubiquitinated, thereby terminating EGFR signaling. The highest expression is seen in the brain at the cortex and cerebellum. These patients also have cystic fibrosis phenotype explained by CFTR pathogenic variants

No published genotype–phenotype association

  1. *MetaLR, MetaSVM, MetaRNN, REVEL.