Literature DB >> 21403853

Analysis of the VSX1 gene in keratoconus patients from Saudi Arabia.

Khaled K Abu-Amero1, Hatem Kalantan, Abdulrahman M Al-Muammar.   

Abstract

PURPOSE: To screen the visual system homebox 1 (VSX1) gene in Saudi Arabian keratoconus patients.
METHODS: We sequenced the entire coding region, exon-intron boundaries in clinically confirmed keratoconus patients (n=55) and 50 ethnically matched healthy controls. All cases and controls were unrelated.
RESULTS: Sequencing VSX1 revealed the presence of five nucleotide changes, 3 of which were non-coding (g.8326 G>A, g.10945 G>T, and g.11059 A>C) and 2 were synonymous-coding sequence changes (g.5053 G>T and g.8222 A>G). All five sequence changes were benign polymorphisms with no apparent clinical significance.
CONCLUSIONS: In our keratoconus cohort, no pathogenic VSX1 mutation(s) were identified.

Entities:  

Mesh:

Substances:

Year:  2011        PMID: 21403853      PMCID: PMC3056127     

Source DB:  PubMed          Journal:  Mol Vis        ISSN: 1090-0535            Impact factor:   2.367


Introduction

Keratoconus (KTCN; OMIM 148300) is a non-inflammatory thinning and anterior protrusion of the cornea that results in steepening and distortion of the cornea, altered refractive powers and altered visual acuity. In more advanced cases, corneal scarring from corneal edema and decompensation further reduces visual acuity. Symptoms are highly variable and depend on the stage of progression of the disorder [1,2]. The prevalence of keratoconus has been reported to vary in different studies, from 8.8 to 54.4 per 100,000 [3,4], the variation is in part due to the different diagnostic criteria used. The incidence of keratoconus ranges between 1/500 to 1/2,000 individuals throughout the world [5]. The disease occurs with no ethnic or gender preponderance and causes significant visual impairment [2,5,6]. Keratoconus should be divided into three broad categories: i) keratoconus associated with rare genetic disorders (such as Down syndrome, nail-patella syndrome, neurofibromatosis, etc); ii) keratoconus in the setting of commonly reported associations (contact lens wear, eye rubbing, atopy, Leber congenital amaurosis, mitral valve prolapsed and positive family history) and iii) isolated keratoconus with no associations. Most cases of keratoconus are sporadic but some (5%–10%) have a positive family history [6,7]. In such cases both autosomal recessive and dominant patterns of inheritance have been reported [8-11]. There are several chromosomal loci and genes reported to be associated with keratoconus [6,11]. some of which were eventually excluded [6,12], while others showed no confirmed association with the disease [13,14]. This is not the case for the visual system homebox 1 (VSX1) gene where mutations associated with keratoconus cases have been found in different studies [15-18], although other studies which did not find VSX1 mutations in cohorts of keratoconus patients from various populations [19,20]. This indicates that keratoconus is a complex condition of multi-factorial etiology and that mutations in VSX1 are not responsible for all cases of keratoconus. To our knowledge, this is the first time VSX1 was screened for mutations in the Saudi keratconus patients.

Methods

Patients and controls

The study adheres to the tenets of the Declaration of Helsinki, and all participants signed an informed consent. The study was approved by the College of Medicine (King Saud University, Riyadh, Saudi Arabia) ethical committee (proposal number # 09–659). All study subjects were self identified of Saudi Arabian ethnicity. Family names were all present in the database of Arab families of Saudi Arabian origin. In this study we screened 55 unrelated Saudi Keratoconus patients (each patient represents one family) and 50 ethnically matched unrelated controls for mutations in the VSX1 gene. Patients were selected from the anterior segment clinic at King Abdulaziz University Hospital after examination. Patients were diagnosed with keratoconus if the Schimpff-flow based elevation map showed posterior corneal elevation within the central 5 mm ≥+20 µm, inferior-superior dioptric asymmetry (I-S value) >1.2 diopters (D) and the steepest keratometrey >47 D. Patients were considered as sporadic cases after examining the immediate family members and identifying the patient as isolated case of keratoconus. Exclusion criteria was based on presence of post- laser-assisted in situ keratomileusis (LASIK) ectasia and refusal to participate. Controls were recruited from the general ophthalmology clinic and had no ocular disease(s) or previous ophthalmic surgeries. Their slit lamp exam showed clear cornea and their Schimpff-flow based elevation map were within normal limits. All Keratoconus cases secondary to causes such as trauma, surgery, Ehlers Danlos syndrome, Osteogenesis Imperfecta and pellucid marginal degeneration were excluded from the study.

DNA analysis

Five milliliters of peripheral blood were collected in EDTA tubes from all participating individuals. DNA was extracted using the illustra blood genomicPrep Mini Spin Kit from GE Healthcare (Buckinhamshire, UK), and stored at –20 °C in aliquots until required. PCR amplification of the VSX1 coding region were performed using the primers detailed in Table 1. Successfully amplified fragments were sequenced in both directions using the M13 forward and reverse primers and the BigDye terminator v3.1 cycle sequencing kit (Applied Biosystems, Foster city, CA). Fragments were then run on the 3130xl Genetic Analyzer (Applied Biosystems) according to the manufacturer protocol. All sequenced fragments were analyzed using SeqScape software v2.6 (Applied Biosystems) and compared to the VSX1 reference sequence (GenBank NG_008101).
Table 1

Primer sequences, PCR annealing temperature, and amplicon size for VSX1 PCR amplification.

ExonPrimer sequenceAnnealing temperature (°C)
VSX1–1F
TGTAAAACGACGGCCAGTCAGCTGATTGGAGCCCTTC
60
VSX1–1R
CAGGAAACAGCTATGACCGGGGCGATGGTCTGTGAC
 
VSX1–2F
TGTAAAACGACGGCCAGTCCCAAGAGGTTCATAACTTCAA
60
VSX1–2R
CAGGAAACAGCTATGACCTATCATGCCGGGCCATAAAT
 
VSX1–3aF
TGTAAAACGACGGCCAGTCTGGACAGCAGAGGAAGCA
60
VSX1–3aR
CAGGAAACAGCTATGACCTTGGCTATAGAGAAGGGACTGC
 
VSX1–3bF
TGTAAAACGACGGCCAGTTGGACAGCAGAGGAAGCAG
60
VSX1–3bR
CAGGAAACAGCTATGACCTCAGGGGCAGATAATATACTCCA
 
VSX1–4F
TGTAAAACGACGGCCAGTGCCCCTCTTCACTGTCTCTTC
60
VSX1–4R
CAGGAAACAGCTATGACCTTGCTTTGCTTTGGAAATGG
 
VSX1–5aF
TGTAAAACGACGGCCAGTTGGGATTTAGAGAACAATAAGAAGG
58
VSX1–5aR
CAGGAAACAGCTATGACCCAGTGAAATCATTTTTGAACTTCG
 
VSX1–5bF
TGTAAAACGACGGCCAGTCAGATGAGTGACCTAGGGAAAA
57
VSX1–5bRCAGGAAACAGCTATGACCTGTCACATGTCCCCAGATTG 

F: Forward; R: Reverse; Bold sequences are those of the M13.

F: Forward; R: Reverse; Bold sequences are those of the M13.

Results

Fifty-five unrelated Keratoconus patients (Table 2) and 50 unrelated controls were recruited into this study. Of the 55 Keratoconus patients there were 24 males and 31 females with a mean age of 28.9 (SD 7.7). Of the 50 controls there were 19 males and 31 females with a mean age of 60 (SD 17). Examining the family pedigrees in the keratoconus patients indicated that the mode of inheritance was sporadic in 56.4% of cases, 34.6% were autosomal recessive; 5.4% were autosomal dominant, and 3.6% of cases were indeterminable (Table 2). The full coding region, exon-intron boundaries and the 5′UTR and 3′UTR of VSX1 was sequenced in all subjects. We detected five nucleotide changes in both patients and controls (Table 3). Two were previously reported (rs8123716 and rs12480307; and three are novel; Table 3). Three of the sequence changes g.5053 G>T, g.8326 G>A, and g.11059 A>C were heterozygous and two were homozygous (g.8222 A>G and g.10945 G>T). None of the sequence changes detected were pathogenic. Two (g.5053 G>T and g.8222 A>G) were synonymous coding, one intronic (g.8326 G>A), and two (g.10945 G>T and g.11059 A>C) in the 3′ UTR region.
Table 2

Clinical phenotypes of keratoconus patients.

Patient demographics
Uncorrected visual acuity in Snellen's chart
Munsen sign
Vogt's striae
Hydrops
Scarring
Average Keratometry in VKG (in Diopters)
Optical pachymetry (mm)

I.D.AgeSexODOSODOSODOSODOSODOSODOSODOSMode of Inheritance
1
20
M
20/100
20/200
+
+
+
+
+
+
-
+
51.9
64.7
525
502
SP
2
37
F
20/200
20/400
+
+
+
+
-
-
+
+
68.6
81.3
282
160
AR
3
18
M
CF
20/80
-
-
+
+
+
+
+
-
58
56
300
346
SP
4
17
M
CF
20/100
+
-
+
+
-
-
-
-
60
56.6
455
509
SP
5
35
F
20/20
20/60
-
-
-
+
-
+
-
+
43.1
44.6
584
554
SP
6
30
M
20/200
CF
-
-
-
-
-
-
-
-
49.1
68.7
434
349
SP
7
36
M
20/100
20/100
-
-
-
-
+
+
-
-
48.4
50.4
459
439
SP
8
16
M
CF
CF
+
+
+
+
+
+
-
+
54.4
55
241
268
SP
9
24
M
CF
20/80
+
+
+
+
+
+
+
+
53
65.7
302
397
SP
10
25
F
CF
CF
+
+
+
+
-
-
+
-
67.3
70.7
236
216
SP
11
25
M
20/20
CF
-
+
-
+
-
+
-
-
43.1
50.9
419
407
SP
12
46
F
20/80
20/100
-
-
+
+
+
+
-
-
53
57.6
463
412
ND
13
32
F
20/40
20/40
+
+
+
+
+
+
-
-
43.5
51.7
442
398
SP
14
24
F
20/100
20/60
-
-
+
+
-
+
-
-
43.2
45.8
484
464
AR
15
30
F
20/20
20/100
-
-
+
+
-
+
-
-
44.6
46.9
493
397
AR
16
20
F
20/25
20/100
-
-
-
+
-
+
-
-
42.7
56.2
509
456
SP
17
32
F
CF
20/200
-
-
-
-
+
+
-
-
56.3
52.6
429
471
SP
18
17
F
CF
20/25
+
+
+
-
+
+
+
+
69.3
45.5
284
522
SP
19
24
F
20/200
CF
-
+
-
+
+
+
-
+
49.8
62.2
492
218
SP
20
39
F
20/200
20/200
-
-
-
-
+
+
-
-
49.2
53.1
458
419
SP
21
28
F
CF
CF
+
+
+
-
+
+
+
+
67.6
61.8
327
287
AR
22
40
F
20/60
20/100
-
-
-
-
-
+
-
-
45.8
46.2
538
520
AD
23
32
F
20/60
CF
-
+
+
+
+
+
-
+
48.7
43.5
427
558
AD
24
25
M
20/40
CF
+
+
+
+
+
+
-
+
42.8
43.7
482
511
SP
25
17
F
20/60
20/100
+
+
-
+
+
+
-
-
56.4
58.2
411
414
SP
26
32
F
20/100
20/100
+
+
-
-
+
+
-
-
47.3
50.4
459
435
AR
27
22
F
20/100
20/100
-
-
-
-
+
+
-
-
46.4
44.5
425
416
SP
28
40
M
20/100
CF
+
+
+
+
+
+
+
-
69.2
71.8
262
359
AR
29
23
F
20/20
20/20
-
-
-
-
-
-
-
-
41.8
41.8
527
526
ND
30
35
F
CF
CF
-
-
-
-
-
-
-
-
43.6
63.1
482
371
SP
31
24
M
CF
CF
+
+
-
-
+
+
-
-
47.5
66
589
158
AR
32
25
M
CF
CF
+
+
+
+
+
+
+
+
61.8
62.6
384
379
AR
33
35
F
20/200
20/200
-
-
-
-
-
-
-
-
55.5
54.1
434
448
AR
34
25
M
20/30
20/100
-
+
-
+
-
+
-
-
44.2
63.2
477
405
AR
35
22
M
20/80
20/30
-
-
-
-
+
+
-
-
46.6
43.9
514
552
SP
36
25
M
20/200
CF
-
+
-
+
-
+
-
+
46
49
582
397
AR
37
30
M
20/30
CF
-
-
-
-
-
-
-
-
44
54.6
300
300
SP
38
40
F
20/200
CF
-
-
-
-
-
-
-
-
57.1
56.6
441
457
AR
39
28
M
20/200
20/100
-
-
-
-
-
-
-
-
50
57.7
435
388
AR
40
30
M
20/200
20/200
-
-
-
-
-
-
-
-
46.6
46.2
519
509
AR
41
29
F
20/100
20/40
-
-
-
-
+
+
-
-
47.4
43.6
446
495
SP
42
32
F
20/28
20/20
-
-
-
-
-
-
-
-
46
46.8
491
471
SP
43
29
F
20/200
20/100
-
-
-
-
-
-
-
-
47.8
46.4
516
512
SP
44
29
F
20/28
20/60
-
-
-
-
-
-
-
-
58.7
53.7
246
374
AD
45
24
M
20/200
20/60
-
-
-
-
+
+
-
-
49.8
45.9
467
487
SP
46
35
F
20/28
CF
-
-
-
-
-
+
-
-
47
47.1
546
508
SP
47
24
F
20/20
20/28
-
-
-
-
-
+
-
-
42.4
44.1
511
470
SP
48
40
F
CF
20/30
+
+
+
+
+
+
+
+
53.5
52
422
421
SP
49
23
M
20/200
20/80
-
-
-
-
-
-
-
-
57.9
47.3
365
464
AR
50
22
M
20/100
CF
-
+
-
+
+
+
-
+
45.6
68.5
491
381
SP
51
28
M
20/80
20/80
+
+
+
+
+
+
-
-
45.9
42.6
441
453
AR
52
41
M
20/28
20/100
-
-
-
-
-
-
-
-
43.3
46.4
494
474
SP
53
50
M
20/40
20/40
+
+
+
+
+
+
-
-
42.9
43.4
492
476
AR
54
40
F
CF
CF
+
+
+
+
+
+
+
+
57.6
53.4
225
242
AR
5523F20/6020/20----+---48.144.7465515AR

Key: M=Male; F=Female; OD=Right eye; OS=Left eye; +=Positive; -=Negative; VKG=Videokeratography; AD=Autosomal dominant; AR=Autosomal recessive; SP=Sporadic; ND=not determined due to difficulty in predicting the mode of inheritance from available family pedigree. *Mode of inheritance was established (when possible) by examining the family pedigree carefully and taking detailed family history up to 2–3 generations.

Table 3

VSX1 sequence changes observed in keratoconus patients and controls.

Nucleotide changeCodon changeLocation on the genePatients (n=55)Controls (n=50)
g.5053 G>T
p.S6S
Exon 1
2 (3.6%)
2 (4%)
g.8222 A>G
p.A182A
Exon 3
1 (1.8%)
1 (2%)
g.8326 G>A
Non-coding
Intron 3
1 (1.8%)
5 (10%)
g.10945 G>T
Non-coding
3′UTR
0
1 (2%)
g.11059 A>CNon-coding3′UTR1 (1.8%)0

Key: UTR=untranslated region. Nucleotide are numbered as in GenBank accession number NG_008101.

Key: M=Male; F=Female; OD=Right eye; OS=Left eye; +=Positive; -=Negative; VKG=Videokeratography; AD=Autosomal dominant; AR=Autosomal recessive; SP=Sporadic; ND=not determined due to difficulty in predicting the mode of inheritance from available family pedigree. *Mode of inheritance was established (when possible) by examining the family pedigree carefully and taking detailed family history up to 2–3 generations. Key: UTR=untranslated region. Nucleotide are numbered as in GenBank accession number NG_008101.

Discussion

We detected five nucleotide changes in both the patients and control groups-none of which were pathogenic. Similar results have been published recently [19]. The lack of pathogenic sequence changes in VSX1 in our keratoconus cohort, indicates that VSX1 mutations are not responsible for keratoconus cases in this population. VSX1 is amemeber of the Vsx1 group of vertebrate paired-like homeodomian transcripition factors. It has been localized to the human chromosome 20p11-q11. VSX1 is considered important in ocular development and is particularly involved in the developing cornea. Expression in human was demonstrated in embryonic craniofacial, adult cornea and adult retinal cDNA libraries [21]. VSX1 mRNA has been found in the outer tier of the inner nuclear layer of the human retina and the cornea [22]. Thus far, mutations reported in this gene such as p.H244R, p.G160D, p.D144E, p.P247R, p.L159M, and p.R166W have been reported in various ethnic groups, but a definite pathogenic role has not been established [23]. VSX1 mutations are also associated with posterior polymorphous dystrophy [24]. For these aforementioned reasons, the direct link of VSX1 with keratoconus is controversial. This suggest that other loci, such as 13q32 [25], may be involved in the pathogenesis of keratoconus. In our patient group, we noticed that females were more affected than males. In the literature, it is unclear whether significant differences between males and females exist. Some studies have not found differences in the prevalence between genders [7,26]; others have found a greater prevalence in females [27,28]; while other investigators have found a greater prevalence in males. In the literature, most cases of keratoconus are sporadic, but a proportion (5%–10%) may be familial [6,7]. In our population, as judged by the family pedigree, 56.4% of cases were sporadic, 34.6% had autosomal recessive mode of inheritance, 5.4% were autosomal dominant, and 3.6% of cases were difficult to determine. So 40% (22 patients) of our keratoconus cohort were familial and this percentage is higher than that reported previously in the literature. This high rate of familial cases, could be attributed to the soaring scale of consanguinity in this society which reaches up to 60% in some areas of the Kingdom [29]. In the literature, 90% of pedigrees with familial keratoconus display an autosomal dominant inheritance with reduced penetrance [8,30]. Other modes of inheritance have been described, including autosomal recessive mode in families with children of consanguineous parents [31,32]. In our population, the familial cases (19 out of 22) had an autosomal recessive mode of inheritance. This is ideal for linkage analysis to identify the causative gene(s) in our population by focusing on families with multiple affected individuals, preferably in two or more generations.
  31 in total

Review 1.  The genetics of keratoconus.

Authors:  M Edwards; C N McGhee; S Dean
Journal:  Clin Exp Ophthalmol       Date:  2001-12       Impact factor: 4.207

Review 2.  A new era for preventive genetic programs in the Arabian Peninsula.

Authors:  Ali N Al-Odaib; Khaled K Abu-Amero; Pinar T Ozand; Ali M Al-Hellani
Journal:  Saudi Med J       Date:  2003-11       Impact factor: 1.484

Review 3.  The genetics of keratoconus.

Authors:  Yaron S Rabinowitz
Journal:  Ophthalmol Clin North Am       Date:  2003-12

4.  Familial keratoconus with cataract: linkage to the long arm of chromosome 15 and exclusion of candidate genes.

Authors:  Anne E Hughes; Durga P Dash; A Jonathan Jackson; David G Frazer; Giuliana Silvestri
Journal:  Invest Ophthalmol Vis Sci       Date:  2003-12       Impact factor: 4.799

5.  A locus for autosomal dominant keratoconus: linkage to 16q22.3-q23.1 in Finnish families.

Authors:  Henna Tyynismaa; Pertti Sistonen; Sari Tuupanen; Timo Tervo; Anja Dammert; Terho Latvala; Tiina Alitalo
Journal:  Invest Ophthalmol Vis Sci       Date:  2002-10       Impact factor: 4.799

6.  Genetic epidemiological study of keratoconus: evidence for major gene determination.

Authors:  Y Wang; Y S Rabinowitz; J I Rotter; H Yang
Journal:  Am J Med Genet       Date:  2000-08-28

7.  Isolation and characterization of a novel human paired-like homeodomain-containing transcription factor gene, VSX1, expressed in ocular tissues.

Authors:  E V Semina; H A Mintz-Hittner; J C Murray
Journal:  Genomics       Date:  2000-01-15       Impact factor: 5.736

8.  VSX1: a gene for posterior polymorphous dystrophy and keratoconus.

Authors:  Elise Héon; Alex Greenberg; Kelly K Kopp; David Rootman; Andrea L Vincent; Gail Billingsley; Megan Priston; Kimberley M Dorval; Robert L Chow; Roderick R McInnes; Godfrey Heathcote; Carol Westall; John E Sutphin; Elena Semina; Rod Bremner; Edwin M Stone
Journal:  Hum Mol Genet       Date:  2002-05-01       Impact factor: 6.150

9.  VSX1 gene analysis in keratoconus.

Authors:  Mukesh Tanwar; Manoj Kumar; Bhagabat Nayak; Dhananjay Pathak; Namrata Sharma; Jeewan S Titiyal; Rima Dada
Journal:  Mol Vis       Date:  2010-11-16       Impact factor: 2.367

10.  Identity-by-descent approach to gene localisation in eight individuals affected by keratoconus from north-west Tasmania, Australia.

Authors:  Jan Fullerton; Patricia Paprocki; Simon Foote; David A Mackey; Robert Williamson; Susan Forrest
Journal:  Hum Genet       Date:  2002-03-28       Impact factor: 4.132

View more
  27 in total

1.  Classification of posterior polymorphous corneal dystrophy as a corneal ectatic disorder following confirmation of associated significant corneal steepening.

Authors:  Anthony J Aldave; Lydia B Ann; Ricardo F Frausto; Catherine K Nguyen; Fei Yu; Irving M Raber
Journal:  JAMA Ophthalmol       Date:  2013-12       Impact factor: 7.389

Review 2.  The correlation between keratoconus and eye rubbing: a review.

Authors:  Hatim Najmi; Yara Mobarki; Khalid Mania; Bashaer Altowairqi; Mohammed Basehi; Mohammed Salih Mahfouz; Mona Elmahdy
Journal:  Int J Ophthalmol       Date:  2019-11-18       Impact factor: 1.779

3.  The Genetics of Keratoconus: A Review.

Authors:  Joshua Wheeler; Michael A Hauser; Natalie A Afshari; R Rand Allingham; Yutao Liu
Journal:  Reprod Syst Sex Disord       Date:  2012-06-03

4.  High-resolution analysis of DNA copy number alterations in patients with isolated sporadic keratoconus.

Authors:  Khaled K Abu-Amero; Ali M Hellani; Sameer M Al Mansouri; Hatem Kalantan; Abdulrahman M Al-Muammar
Journal:  Mol Vis       Date:  2011-03-30       Impact factor: 2.367

5.  Mutational screening of VSX1, SPARC, SOD1, LOX, and TIMP3 in keratoconus.

Authors:  Patrizia De Bonis; Antonio Laborante; Costantina Pizzicoli; Raffaella Stallone; Raffaela Barbano; Costanza Longo; Emilio Mazzilli; Leopoldo Zelante; Luigi Bisceglia
Journal:  Mol Vis       Date:  2011-09-24       Impact factor: 2.367

6.  Mutation analysis of VSX1 and SOD1 in Iranian patients with keratoconus.

Authors:  Samira Saee-Rad; Hassan Hashemi; Mohammad Miraftab; Mohammad Reza Noori-Daloii; Morteza Hashemzadeh Chaleshtori; Reza Raoofian; Fatemeh Jafari; Wayne Greene; Ghasem Fakhraie; Farhad Rezvan; Mansour Heidari
Journal:  Mol Vis       Date:  2011-11-30       Impact factor: 2.367

7.  Interleukin 1 beta promoter polymorphism is associated with keratoconus in a Japanese population.

Authors:  Takenori Mikami; Akira Meguro; Takeshi Teshigawara; Masaki Takeuchi; Riyo Uemoto; Tatsukata Kawagoe; Eiichi Nomura; Yuri Asukata; Misaki Ishioka; Miki Iwasaki; Kazumi Fukagawa; Kenji Konomi; Jun Shimazaki; Teruo Nishida; Nobuhisa Mizuki
Journal:  Mol Vis       Date:  2013-04-11       Impact factor: 2.367

8.  Investigation of VSX1 sequence variants in South Indian patients with sporadic cases of keratoconus.

Authors:  Anshuman Verma; Manoranjan Das; Muthiah Srinivasan; Namperumalsamy V Prajna; Periasamy Sundaresan
Journal:  BMC Res Notes       Date:  2013-03-18

9.  Screening of the Seed Region of MIR184 in Keratoconus Patients from Saudi Arabia.

Authors:  Khaled K Abu-Amero; Inas Helwa; Abdulrahman Al-Muammar; Shelby Strickland; Michael A Hauser; R Rand Allingham; Yutao Liu
Journal:  Biomed Res Int       Date:  2015-08-24       Impact factor: 3.411

10.  Lack of association between polymorphisms of the DNA base excision repair genes MUTYH and hOGG1 and keratoconus in a Polish subpopulation.

Authors:  Ewelina Synowiec; Katarzyna A Wójcik; Anna Czubatka; Piotr Polakowski; Justyna Izdebska; Jerzy Szaflik; Janusz Błasiak; Jacek P Szaflik
Journal:  Arch Med Sci       Date:  2015-10-12       Impact factor: 3.318

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.