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Original ArticlesGenetics
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Simultaneous Sequencing of 24 Genes Associated with Steroid-Resistant Nephrotic Syndrome

Hugh J. McCarthy, Agnieszka Bierzynska, Matt Wherlock, Milos Ognjanovic, Larissa Kerecuk, Shivaram Hegde, Sally Feather, Rodney D. Gilbert, Leah Krischock, Caroline Jones, Manish D. Sinha, Nicholas J.A. Webb, Martin Christian, Margaret M. Williams, Stephen Marks, Ania Koziell, Gavin I. Welsh, Moin A. Saleem and on behalf of RADAR the UK SRNS Study Group
CJASN April 2013, 8 (4) 637-648; DOI: https://doi.org/10.2215/CJN.07200712
Hugh J. McCarthy
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Agnieszka Bierzynska
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Matt Wherlock
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Milos Ognjanovic
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Larissa Kerecuk
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Shivaram Hegde
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Sally Feather
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Rodney D. Gilbert
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Leah Krischock
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Caroline Jones
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Manish D. Sinha
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Nicholas J.A. Webb
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Martin Christian
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Margaret M. Williams
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Stephen Marks
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Ania Koziell
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Gavin I. Welsh
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Moin A. Saleem
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    Figure 1.

    Flow diagram showing mechanism for filtering variants to identify those variants of potential pathogenicity.

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    Figure 2.

    Comparison of NGS and Sanger sequencing data acquisition Sequencing results for patient 8 and parents in gene COQ2 at nucleotide position c.683A>G (N228S; A, C, E, and G) and nucleotide position c.701delT (L234fsX247; B, D, F, and H). Next generation sequencing showed a heterozygous ns single-nucleotide polymorphism (SNP; A) and a heterozygous deletion (B) in patient 8. Both the non-synonymous (ns) SNP (C) and the deletion (D) were confirmed by Sanger methodology. The mother of the patient was confirmed to be a heterozygous carrier of the nsSNP (E) but not the deletion (F), whereas father did not carry the nsSNP (G) but was found to be heterozygous for the deletion (H).

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    Table 1.

    Genes associated with SRNS

    GeneProteinDisease Association
    ACTN4α-Actinin 4Familial and sporadic SRNS (adult)
    ALG1Asparagine-linked glycosylation 1Congenital disorder of glycosylation
    APOL1Apolipoprotein L1Increased susceptibility to FSGS
    CD2APCD2-associated proteinFSGS/SRNS
    COL4A3Collagen, type IV, α3Alport’s disease
    COL4A4Collagen, type IV, α4Alport’s disease
    COL4A5Collagen, type IV, α5Alport’s disease
    COQ2Coenzyme Q2 homologMitochondrial disease/isolated nephropathy
    INF2Inverted Formin-2Familial and sporadic SRNS
    LAMB2Laminin, β2Pierson syndrome
    LMX1BLIM homeobox transcription factor 1βNail patella syndrome
    MHY9Nonmuscle myosin heavy chain 9MYH9-­related disease
    MYO1EMyosin IEFamilial SRNS
    NPHS1NephrinCongenital nephrotic syndrome/SRNS
    NPHS2PodocinCongenital nephrotic syndrome/SRNS
    PDSS2Prenyl (decaprenyl) diphosphate synthase, subunit 2Leigh syndrome
    PLCe1Phospholipase C, ε1Congenital nephrotic syndrome/SRNS
    PMM2Phosphomannomutase 2Congenital disorder of glycosylation
    PTPROProtein tyrosine phosphatase, receptor type, OFamilial SRNS
    SCARB2Scavenger receptor class B member 2Action myoclonus renal failure syndrome
    SMARCAL1SWI/SNF-related matrix-associated actin-dependent regulator of chromatin subfamily A-like protein 1Schimke immuno-osseous dysplasia
    TRPC6Transient receptor potential cation channel, subfamily C, member 6Familial and sporadic SRNS (adult)
    WT1Wilms tumor 1Sporadic SRNS (children—may be associated with abnormal genitalia)
    ZMPSTE24Zinc metallopeptidase STE24 homologMandibuloacral dysplasia
    • Twenty-four genes associated with steroid-resistant nephrotic syndrome (SNRS) of congenital, childhood, or adult onset, familial and sporadic origin, and different syndrome association. SW1/SNF, SWItch/Sucrose Non-Fermentable; MYH9, myosin heavy chain 9, non-muscle; LIM, LIN-11, Islet-1, and MEC-3.

    • View popup
    Table 2.

    Clinical details

    PatientSexEthnicityAge at Onset (yr or mo)Familial (Family a, b, c, d, or e) or SporadicPhenotypeLength of Follow-Up (Yr)Current CKD StageTime to ESRF (mo)Disease Recurrence if Transplanted
    1FNABirthFam (a)C71n/an/a
    2MIn1 moSC65 (HD)42n/a
    3FW2 moSC33n/an/a
    4FNA3 moFam (a)C101n/an/a
    5MIn3 moFam (b)P————
    6FW11 moFam (c)P133n/an/a
    7MPa1 yrSP6512No
    8FW2 yrSP25 (PD)6n/a
    9FW2 yrFam (c)P21n/an/a
    10MW2 yrFam (c)P113n/an/a
    11FMix2 yrSP21n/an/a
    12MIn2 yrSP9520Yes
    13FW2 yrSP4557n/a
    14MW2 yrSP31n/an/a
    15MW2 yrSP105 (Tx)36Yes
    16FW4 yrSSYN6522Yes
    17FNA4 yrSP31n/an/a
    18FW4 yrSP62n/an/a
    19MNA5 yrFam (d)P41n/an/a
    20FW5 yrSP21n/an/a
    21MW6 yrSP105 (Tx)24Yes
    22FW6 yrSP35 (Tx)18Yes
    23FIn6 yrFam (e)P31n/an/a
    24MW7 yrSP75 (PD)78n/a
    25FW8 yrSP21n/an/a
    26MW9 yrSP141n/an/a
    27MW10 yrSP65 (Tx)34Yes
    28FW10 yrSP51n/an/a
    29MNA10 yrFam (d)P42n/an/a
    30MNA11 yrFam (a)P52n/an/a
    31MW12 yrSSYN558No
    32FIn12 yrSP11n/an/a
    33FPa13 yrSP11n/an/a
    34FW13 yrSP11n/an/a
    35FW14 yrSP21n/an/a
    36MW16 yrSS21n/an/a
    • Clinical details per patient. C, congenital nephrotic syndrome; ESRF, end stage renal failure; F, female; Fam, familial; HD, hemodialysis; In, Indian subcontinent; M, male; Mix, mixed Caucasian and Afro Caribbean; NA, North African; n/a, not applicable; P, primary steroid resistance; Pa, Pakistani; PD, peritoneal dialysis; S, sporadic; SYN, syndrome with associated steroid-resistant nephrotic syndrome; Tx, transplanted; W, white.

    • View popup
    Table 3.

    Filtered variants in 24 SRNS associated genes

    GeneVariantPatients Affected (Heterozygote Unless Hom-Homozygous)dbSNP Ref. No. (Build 135)MAF If Available or ESP Genotype CountHGMDa (Authors’ Comments)PolyPhenMutPred
    ACTN4Arg310Gln23rs112545413A=0.0055FSGS (but also in controls)Benign0.459
    APOL1Val369Glu20rs143845266ESP: AT-0.003 TT-0.997NoProbably damaging0.831
    APOL1Gly247Arg15rs146925617ESP: AG-0.001 GG-0.999NoBenign0.516
    APOL1Asn403fs1, 30rs143830837No dataNon/an/a
    CD2APPro566Ser2Not in dbSNPESP: TC-0.0002 CC-0.9998NoBenign0.389
    COL4A4Ala715Val7rs76636743A=0.0014NoBenign0.282
    COL4A4Ala1558Val7Not in dbSNPNo dataNoUnknown0.418
    COL4A4Arg877Gln6rs150979437ESP: TC-0.005 CC-0.995NoUnknown0.526
    COL4A4Ser969b24 (hom)rs35138315No dataAlport syndromen/an/a
    COL4A4Gly999Glu23, 29rs13027659T=0.0073NoUnknown0.6
    COL4A4Met1399Leu17rs149117087No dataNoUnknown0.508
    COQ2Asn228Ser8rs121918232No dataCoenzyme Q10 deficiencyProbably damaging0.75
    COQ2Leu234fs8Not in dbSNPNo dataNon/an/a
    INF2Arg877Gln7rs142678449ESP: AA-0.0004 AG-0.0168 GG-0.9828NoUnknown0.447
    INF2Glu593Lys28Not in dbSNPNo dataNoUnknown0.502
    INF2Ile685Va19, 29Not in dbSNPESP: GA-0.0002 AA-0.9998NoUnknown0.527
    INF2Val557Gly19Not in dbSNPESP: GT-0.004 TT-0.996NoUnknown0.512
    LAMB2Gly1676Ile33Not in dbSNPNo dataNoBenign0.233
    LAMB2Arg575Gln28rs61729152T=0.0087NoBenign0.566
    MYH9Lys910Gln23 (hom)Not in dbSNPNo dataFechtner syndrome (but also in control)Possibly damaging0.368
    MYH9Ala1072Thr2Not in dbSNPNo dataNoBenign0.357
    MYH9Lys1775Glu14rs145139708C=0.002NoBenign0.561
    MYH9Arg1936Gln10Not in dbSNPNo dataNoPossibly damaging0.203
    MYO1EIle531Met34rs140447165C =0.002NoPossibly damaging0.634
    NPHS1His1174Tyr21rs115489112A=0.0018NoPossibly damaging0.431
    NPHS1Asn1077Ser1, 4, 5, 7, 8, 9, 15, 26, 30 (21 hom)rs4806213C=0.0836CNS (but also in control)Possibly damaging0.269
    NPHS1Arg408Gln16, 26rs33950747T=0.0297CNS (but also in control)Possibly damaging0.892
    NPHS1Pro264Arg22, 32, 35, 36rs34982899C=0.0105CNS (in a single patient as a compound het)Benign0.77
    NPHS1Ala806Gly2 (hom)Not in dbSNPNo dataNoPossibly damaging0.805
    NPHS1Glu117Lys11, 16, 18, 24, 25, 26, 35, 36 (1, 2, 4, 12, 20, 30 hom)rs3814995T=0.3423CNS (but also in control)Possibly damaging0.802
    NPHS1Arg586Gly1, 4, 30 (hom)Not in dbSNPNo dataFSGSBenign0.824
    NPHS1Ala916Ser6rs138173172ESP: AC 0.006 CC 0.994Reported in 1 patient with minimal changePossibly damaging0.72
    NPHS1Thr294Ile9, 10rs113825926A=0.0037Reported in 1 patient with minimal changeBenign0.296
    NPHS1Val1084fs3 (hom)Not in dbSNPNo dataCNSn/an/a
    NPHS2Pro20Leu17rs74315344A=0.0014Nephrotic syndrome, steroid-resistantn/a0.721
    NPHS2Arg229Gln6, 10, 27rs61747728T=0.0178FSGSPossibly damaging0.698
    NPHS2Ala284Val23 (hom)Not in dbSNPNo dataNephrotic syndrome, steroid-resistantPossibly damaging0.945
    NPHS2Phe344fs6, 10Not in dbSNPNo dataFSGSn/an/a
    PLCE1Arg321b5 (hom)Not in dbSNPNo dataFSGSn/an/a
    PLCE1Leu57Phe19, 29Not in dbSNPNo dataNoPossibly damaging0.106
    PMM2Glu197Ala13rs34258285C=0.0119Congenital disorder of glycosylation 1a (but polymorphism)Benign0.826
    PTPROHis362Arg34rs141042273ESP: AA-0.999 AG-0.001NoBenign0.392
    SMARCAL1Glu377Gln12rs2066518C=0.0603Schimke immuno-osseous dysplasia (report not clearly pathogenic)Possibly damaging0.492
    WT1Ala100Gly1, 4 (hom)Not in dbSNPNo dataNoBenign0.723
    • Variants of note in the exome of 24 genes associated with steroid-resistant nephrotic syndrome (SRNS) sequenced in 36 patients. Includes all variants described in Human Genome Mutation Database (HGMD) professional, all novel variants (not being described in single-nucleotide polymorphisms database [dbSNP] or the 1000 Genomes Project), and all variants with an minor allele frequency (MAF)<1% in the 1000 Genomes Project (http://www.1000genomes.org/node/506; allele frequency) or if not available, Exome Variant Server, National Heart, Lung and Blood Institute Exome Sequencing Project (ESP), Seattle, WA (http://evs.gs.washington.edu/EVS/). Where possible, MutPred and PolyPhen scores are also provided. CNS, congenital nephrotic syndrome; n/a, not available.

    • ↵a Professional release: December of 2011.

    • ↵b Nonsense.

    • View popup
    Table 4.

    Potentially pathogenic variants in 24 SRNS associated genes

    GeneVariantStatePatientFamilial/SporadicdbSNP Ref. No.Population FrequencyPolyPhenMutPred
    Definitely pathogenic
     COL4A4Ser969aHom24Sporadicrs35138315No datan/an/a
     NPHS1Arg586GlyHom1, 4, 30FamilialNot in dbSNPNo dataBenign0.824
     NPHS1Val1084fsHom3Sporadic Not in dbSNPNo datan/an/a
     NPHS2Ala284ValHom23FamilialNot in dbSNPNo dataProbably damaging0.945
     PLCE1Arg321aHom5FamilialNot in dbSNPNo datan/an/a
    Probably pathogenicNo data
     COQ2Asn228SerCH8Sporadicrs121918232No dataProbably damaging0.75
     COQ2Leu234fs8Not in dbSNPNo datan/an/a
     NPHS1Ala806GlyHom2SporadicNot in dbSNPNo dataPossibly damaging0.805
     NPHS2Arg229GlnCH6, 10Familialrs61747728T=0.0178Possibly damaging0.698
     NPHS2Phe344fs6, 10Not in dbSNPNo datan/an/a
    Possibly pathogenic
     APOL1Val369GluHet20Sporadicrs143845266ESP: AT-0.003 TT-0.997Probably damaging0.831
     MYO1EIle531MetHet34Sporadicrs140447165C =0.002Probably damaging0.634
     NPHS1Ala916SerHet6Familialrs138173172ESP: AC 0.006 CC 0.994Probably damaging0.72
     NPHS2Pro20LeuHet17Sporadicrs74315344A=0.0014n/a0.721
     WT1Ala100GlyHet & Hom1, 4FamilialNot in dbSNPNo dataBenign0.723
    • Variants identified by analysis of 24 nephrotic genes according to pathogenicity. Pathogenicity definition as described in the text. dbSNP, single-nucleotide polymorphism database; fs, frame shift; Hom, homozygous; Het, heterozygous; CH, compound heterozygous; n/a, not available.

    • ↵a Nonsense.

    • View popup
    Table 5.

    Frequency of definitely or probably pathogenic variants according to age

    Age at Onset (yr)TotalFamilialSporadicVariant IdentifiedDefinite or Probable Genetic Cause (%)
    Definitely PathogenicProbably Pathogenic
    <27434286
    2–511290218
    >5184143017

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Clinical Journal of the American Society of Nephrology: 8 (4)
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Simultaneous Sequencing of 24 Genes Associated with Steroid-Resistant Nephrotic Syndrome
Hugh J. McCarthy, Agnieszka Bierzynska, Matt Wherlock, Milos Ognjanovic, Larissa Kerecuk, Shivaram Hegde, Sally Feather, Rodney D. Gilbert, Leah Krischock, Caroline Jones, Manish D. Sinha, Nicholas J.A. Webb, Martin Christian, Margaret M. Williams, Stephen Marks, Ania Koziell, Gavin I. Welsh, Moin A. Saleem, on behalf of RADAR the UK SRNS Study Group
CJASN Apr 2013, 8 (4) 637-648; DOI: 10.2215/CJN.07200712

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Simultaneous Sequencing of 24 Genes Associated with Steroid-Resistant Nephrotic Syndrome
Hugh J. McCarthy, Agnieszka Bierzynska, Matt Wherlock, Milos Ognjanovic, Larissa Kerecuk, Shivaram Hegde, Sally Feather, Rodney D. Gilbert, Leah Krischock, Caroline Jones, Manish D. Sinha, Nicholas J.A. Webb, Martin Christian, Margaret M. Williams, Stephen Marks, Ania Koziell, Gavin I. Welsh, Moin A. Saleem, on behalf of RADAR the UK SRNS Study Group
CJASN Apr 2013, 8 (4) 637-648; DOI: 10.2215/CJN.07200712
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