Literature DB >> 32104216

Expression of melanocortin 1 receptor before and after narrowband UVB phototherapy treatment in patients with stable vitiligo: A prospective study.

Jorge Ocampo-Garza1, Mauricio Salinas-Santander2, Oliverio Welsh1, Maira Herz-Ruelas1, Jorge Ocampo-Candiani1.   

Abstract

Vitiligo is a disease characterized by skin depigmentation caused by the selective destruction of melanocytes. The melanocortin system participates as a regulator of melanogenesis and skin pigmentation. Narrowband UVB phototherapy (nb-UVB) is currently considered to be the gold standard and first choice treatment method for vitiligo vulgaris. The aim of the present study was to analyze the clinical and biochemical parameters of vitiligo, as well as to determine the expression of proopiomelanocortin (POMC), melanocortin 1 receptor (MC1R) and melanocortin 4 receptor (MC4R) genes in the skin of patients with stable vitiligo receiving nb-UVB phototherapy. Patient clinical and biochemical parameters, and the skin biopsies of 22 patients with stable vitiligo were analyzed. These biopsies were obtained before and after nb-UVB phototherapy. The genetic expression analysis of POMC, MC1R and MC4R genes was performed via RNA-Sequence analysis. A statistical evaluation of the clinical and biochemical parameters, the degree of response to treatment and the expression profiles of the melanocortin system genes were performed to identify their association with treatment response. A two-sided P≤0.05 value was considered to indicate a statistically significant difference. Alterations were observed in the expression profiles of MC1R following nb-UVB phototherapy (P≤0.05). In addition, elevated levels of triiodothyronine were associated with a poor response to nb-UVB phototherapy. In conclusion the current study revealed that nb-UVB phototherapy altered the expression profile of the MC1R gene. Copyright: © Ocampo-Garza et al.

Entities:  

Keywords:  expression; melanocortin 1 receptor gene; narrowband UVB phototherapy; stable vitiligo; triiodothyronine

Year:  2020        PMID: 32104216      PMCID: PMC7027148          DOI: 10.3892/etm.2020.8435

Source DB:  PubMed          Journal:  Exp Ther Med        ISSN: 1792-0981            Impact factor:   2.447


Introduction

Vitiligo is a depigmentation disease of the skin and mucous membranes caused by the selective destruction or malfunction of melanocytes (1). Genetic and environmental factors have been implicated in vitiligo onset (2). The pathogenesis of vitiligo is controversial; however, the main hypotheses indicate that depigmentation occurs due to destruction of the melanocytes mediated by autoimmunity (3), as well as intrinsic anomalies of melanocytes (4). Currently, evidence suggests that both hypotheses are linked through mechanisms of innate immunity (5). The melanocortin system is a regulatory module that acts by coordinating and executing the local response to stress. It consists of three melanocortin peptides: Alpha, beta and gamma melanocyte stimulating hormone (alpha-MSH, beta-MSH and gamma-MSH), and adrenocorticotropic hormone (ACTH), which are post-translational products of proopiomelanocortin (POMC) (6). POMC is a protein synthesized in the pituitary gland, and in other parts of the body, such as the skin, where its products play important roles as regulators of melanogenesis and melanocyte survival (7). Skin levels of the POMC and POMC/corticotropin releasing hormone peptides are determined by physiological changes associated with hair cycle (highest in anagen phase), ultraviolet radiation exposure, immune cytokine release, or the presence of cutaneous pathology (8). The MSH and ACTH proteins bind to melanocortin receptors of extracellular G proteins (MCR), of which five subtypes have been described: Melanocortin receptor 1 (MCR1) to melanocortin receptor 5 (MCR5) (9). The MC1R receptor has shown high cutaneous expression, influencing both the pigmentation and the immune system (10). It participates in the regulation of skin color, in the protective effect of melanin and it has been considered as a susceptibility gene for the development of melanoma (11,12). MCIR receptor has become a new therapeutic target of diseases that involve its participation. Afamelanotide is a long-lasting synthetic analog of α-MSH, which binds to the melanocortin-1 receptor and stimulates melanocyte proliferation and melanogenesis (13,14). In the pigmentation process, MC1R is a key signaling molecule on melanocytes that responds to α-MSH by inducing expression of enzymes responsible for eumelanin synthesis, through a complex series of events, mainly mediated by the cAMP signaling cascade, which leads to an increase in tyrosinase activity and activation of biosynthesis of pigments (15). Kingo et al observed that the expression levels of POMC is low and found that expression of MC1R and MC4R was decreased in vitiligo-affected skin compared with non-lesional skin from these patients (6). Additionally, the expression of these receptors was elevated in the non-lesional skin of vitiligo patients compared with the skin of healthy control subjects (6). From these findings, they concluded that the melanocortin system could be implicated in the pathogenesis of vitiligo. Currently, narrow-band ultraviolet type B light (nb-UVB) is considered the gold standard for treating generalized vitiligo (16,17). Its mechanism of action is through the induction of local immunosuppression, stimulation of the proliferation of melanocytes, induction of melanogenesis in the skin (18), and the production of the melanocyte stimulating hormone (MSH) (17). Because the effect of nb-UVB phototherapy on gene expression of the melanocortin system has not been studied to date, the aim of this study is to analyse the expression profile of the genes involved in the melanocortin system (POMC, MC1R and MC4R) in the affected and non-affected skin of stable vitiligo patients before and after nb-UVB phototherapy treatment, as well as to analyse the clinical and biochemical variables that may be involved in the treatment response.

Patients and methods

Subjects

The present study included 22 patients over 18 years of age due to regulation of the Institutional Review Board, with skin photo types II–V of the Fitzpatrick classification (19), with stable vitiligo (in which there is no growth or appearance of new lesions within a period of 6 months), which affects an area greater than 10% and less than 80% of the body surface, treated in the Dermatology Department of the University Hospital ‘Dr. José E. González’, in Monterrey, Mexico, between September 2013 and February 2016. The protocol and informed consent form were approved by the Ethics and Research Committee of the ‘Dr. Jose Eleuterio Gonzalez’ University Hospital of the School of Medicine and registered the protocol and forms of informed consent under the code DE12-006. Written informed consent was obtained from all the participants. They underwent an interview and clinical evaluation by dermatologists to confirm the diagnosis. The patients didn't received any type of vitiligo treatment during the previous 6 months. Patients with another vitiligo type, with severe/poorly controlled systemic disease, for example type 2 Diabetes Mellitus (T2DM), or with skin cancer or a personal history of skin cancer, and patients who were photosensitive, or pregnant/lactating were excluded. Demographic information, personal data, history of the disease, age of onset, number and distribution of lesions, height, weight and body mass index (BMI), family history of the disease and association with other autoimmune diseases were recorded.

Phototherapy treatment

Patients were treated with nb-UVB phototherapy Spectra camera Model 311/350 nm (DAAVLIN) at 240 volts, 30 amps, and 60 Hz in 2 sessions per week for a period of 6 months (completing a total of 48 sessions), starting with a dose of 150 mJ/cm2 with incremental increases of 50 mJ/cm2 every third session (depending on the skin photo type) until achieving the minimum dose of asymptomatic erythema. The dose was maintained once the clinical response was observed. In patients who presented irritation or intolerance, the dose was reduced to the previously tolerated dose. The follow-up of the treatment was documented through baseline iconography and at 1, 3 and 6 months after the initiation of treatment. Two independent investigators evaluated clinical outcomes (repigmentation changes). The iconographies were taken with a Sony Exmor DSC-HX1 9.1-megapixel camera (Shinagawa-ku). At the end of 48 nb-UVB phototherapy sessions, the response to treatment observed in patients was classified into three groups: Low (those subjects whose response to treatment was less than 10%), medium (those subjects whose response to treatment was between 10 and 29.9%), and high (those subjects whose response to treatment was greater than 30%).

Biological samples

Venous blood samples were collected from each subject to perform laboratory studies: Complete Blood Count (CBC), Comprehensive Metabolic Panel (CMP), Antinuclear Antibodies (ANAs) and Complete Thyroid Profile including levels of Triiodothyronine (T3), L-thyroxine (T4) and thyroid stimulating hormone (TSH). Four punch biopsies (4 mm) were performed in each patient: 2 initial biopsies (one of a depigmented skin lesion and one of non-affected-non-perilesional skin, to rule out degenerative changes in melanocytes), and 2 biopsies at the end of nb-UVB phototherapy treatment (one of the treated lesional skin that did not repigment and one of the repigmented skin). The biopsies were stored at −80°C immersed in RNA later (Ambion, Thermo Fisher Scientific, Inc.) for preservation, stabilization and protection of RNA, until they were processed for expression analysis. RNA extraction was performed using RN easy Fibrous Tissue Mini kit (Qiagen, Inc.) following the protocol established by the manufacturer. The total RNA amount was determined by spectrophotometric quantification in microvolume with Nanodrop equipment (Thermo Fisher Scientific, Inc.) and by quantification by a fluorometric method with Qubit-RNA-BR Assay Kit for Qubit 2.0 (Thermo Fisher Scientific, Inc.). RNA quality was determined by capillary electrophoresis using Experion Automated Electrophoresis System (Bio-Rad Laboratories, Inc.), accessed by the determination of 18S/28S ribosomal RNA ratio.

Expression analysis using TruSeq Targeted RNA

Total RNA (100 µg) was extracted from the biopsies of the patients and treated with DNase, and a reverse transcription reaction was performed using the ProtoScript® reverse transcriptase (New England Biolabs), following the indications established for TruSeq Targeted RNA analysis (Illumina, Inc.). The RNA expression analysis was performed by next-generation sequencing (RNA-Seq) in an Illumina MiSeq sequencer using MiSeq® Reagent kit v3 (150 cycles) and a TruSeq® Targeted RNA Custom panel designed to detect the expression profile of 3 genes involved in pigmentation: POMC, MC1R and MC4R. The data obtained by RNA-Seq were analysed within Base Space (https://basespace.illumina.com) using the TruSeq Targeted RNA tool. The count data for each sample were exported and normalized by equalizing the total number of counts.

Statistical analysis

The sample size was calculated for comparing means, considering the study of melanocortin expression previously conducted by Kingo et al (6) (alpha=0.05, standard deviation=0.002, mean=0.008 and delta=0.10), and it was estimated that a minimum sample size of 19 subjects was sufficient to carry out this study. The statistical analysis was performed using the statistical package IBM SPSS Statistics version 17.0 (IBM Corp.). Descriptive statistics were used for the demographic data, as well as for all defining variables. To contrast the normality, the Kolmogorov-Smirnov and Shapiro-Wilk tests were carried out. According to the type of distribution presented by the groups (normal or non-normal) of continuous variable, comparisons were made of 2 groups using Student's T-test and Mann-Whitney U-test, respectively. The comparisons of more than two group means were made using one-way analysis of variance (ANOVA) for the variables with normal distribution, and the H-Kruskal-Wallis test for the variables with non-normal distribution. Additionally, post hoc tests were performed for comparison between groups (Tukey and Bonferroni for equal variances, Tamhane and Dunnett T3 for different variances). The association between variables was determined using the chi-square test (χ2) and Fisher's exact test for Antinuclear Antibodies and the degree of response to treatment. To determine existing significant differences between expression profiles, multiple comparison Kruskal-Wallis test was used due to the non-normal distribution of the data, and Mann-Whitney U test was used to confirm differences between two independent groups of gene expression profiles. P<0.05 was considered to indicate a statistically significant difference.

Results

Patient data

In this study, 22 patients with stable vitiligo were included, 8 women (with an average age of 40±16.43, minimum of 19 years and a maximum of 70 years) and 14 men (with an average age of 39.79±12.18, minimum 24 years, maximum 69 years) with greater than 10% of their body surface affected by the disease, and skin photo types III–IV (Fitzpatrick classification (19)).

Response to nb-UVB phototherapy

The clinical evaluation determined that all patients had some degree of repigmentation (from 1 to 65%) after nb-UVB phototherapy. In this regard, 8 (36.36%) subjects demonstrated a low response to treatment (Fig. 1), 8 (36.36%) displayed a medium response (Fig. 2) and 6 (27.28%) exhibited a high response (Fig. 3).
Figure 1.

Patients with stable vitiligo that exhibited a treatment response <10%. (A) Before treatment with nb-UVB phototherapy. (B) After 48 sessions of nb-UVB phototherapy. Nb-UVB, narrowband UVB phototherapy.

Figure 2.

Patients with stable vitiligo that exhibited a treatment response between 10–29.9%. (A) Before treatment with nb-UVB phototherapy. (B) After 48 sessions of nb-UVB phototherapy. Nb-UVB, narrowband UVB phototherapy.

Figure 3.

Patients with stable vitiligo that exhibited a treatment response >30%. (A) Before treatment with nb-UVB phototherapy. (B) After 48 sessions of treatment with nb-UVB phototherapy. Nb-UVB, narrowband UVB phototherapy.

Effect of nb-UVB phototherapy on various clinical and biochemical parameters

Regarding the biochemical and anthropometric parameters analysed, it can be observed by ANOVA analysis that the subjects who displayed a greater response to treatment have, on average, higher levels of T4, and lower levels of T3, TSH, weight and BMI (Table I). Concerning the levels of triiodothyronine (T3), it could be observed that this value is significantly lower in the subjects who presented a high response to treatment, in comparison with those who presented a medium response to treatment (P=0.042) (Table I).
Table I.

Biochemical and anthropometric parameters according to the degree of response to nb-UVB phototherapy.

Degree of response to nb-UVB phototherapy

ParametersLow (<10%)Medium (10–29.9%)High (>30%)
T3 (ng/dl)147.94±51.60129.11±18.24104.37±14.27[a]
T4 (mcg/dl)7.53±2.527.51±1.007.90±1.10
TSH (mlU/l)2.37±0.782.07±0.701.76±0.68
Weight (kg)98.69±14.5379.72±25.2274.17±13.57
BMI32.50±4.8328.79±8.7727.55±3.24

P=0.042 vs. Medium (10–29.9%). Data are presented as the mean ± standard deviation. Nb-UVB, narrowband UVB phototherapy; T3, triiodothyronine; T4, thyroxine; TSH, thyroid-stimulating hormone; BMI, body mass index.

On the other hand, the chi square test analysis (χ2 between the degree of response to treatment and the presence of ANA's (considering as positive those subjects who presented dilutions equal to or greater than 1:80), allowed to determine that there is no association between the presence of antinuclear antibodies and the degree of response to nb-UVB phototherapy (P=0.097).

Expression analysis

For the expression profile analysis of the POMC, MC1R and MC4R genes, the 4 skin biopsies obtained from the 22 patients included in this study were used. The results by Kruskal-Wallis and Mann-Whitney U test analysis showed: POMC (vitiligo skin biopsy expression 0.79±0.17, normal skin biopsy expression 0.71±0.16, repigmented skin biopsy expression 0.49±0.13, and expression of skin biopsy that did not repigment following treatment 0.48±0.15); MC1R (vitiligo skin biopsy expression 0.78±0.16, normal skin biopsy expression 1.59±0.16, repigmented skin biopsy expression 1.29±0.15, and expression of skin biopsy that did not repigment following treatment 0.52±0.12); and MC4R (vitiligo skin biopsy expression no detected, normal skin biopsy expression 0.19±0.11, repigmented skin biopsy expression 0.17±0.09, and expression of skin biopsy that did not repigment following treatment 0.13±0.07) (Fig. 4), and a statistically significant difference was obtained in the expression for MC1R gene (P≤0.05). Nevertheless, the expression profiles obtained demonstrated no statistically significant relationship with the degree of response to treatment experienced by the patients (P>0.05).
Figure 4.

Relative levels of mRNA expression in stable vitiligo skin biopsies. (A) Relative levels of MC1R. (B) Relative levels of MC4R. (C) Relative levels of POMC. Data are presented as the mean ± standard deviation. MC1R, melanocortin 1 receptor; MC4R, melanocortin receptor 4; POMC, proopiomelanocortin; VIT, skin biopsy with vitiligo; NOR, normal skin biopsy; REP, skin biopsy from repigmented skin following treatment; NOREP, skin biopsy that did not repigment following treatment.

Discussion

Nb-UVB phototherapy has been considered the first choice treatment in vitiligo vulgaris as it is effective and well-tolerated (20). In this study, all patients treated for stable vitiligo displayed some degree of repigmentation, reaffirming the usefulness of nb-UVB phototherapy as a therapeutic alternative in cases of stable vitiligo. The UV radiation can upregulate α-MSH receptor (MC1R) expression and activity, POMC expression, and POMC peptide production; include α-MSH, β-endorphin, and ACTH molecules that participate in the regulation of skin pigmentation, to protect skin from UV induced injury, and to modulate skin immune response (21). It's well known that UV light stimulates the production of endothelin-1 (ET-1) and POMC by keratinocytes, factors that can act in a paracrine manner by stimulating the function of melanocytes (22). Nb-UVB phototherapy acts through the induction of local immunosuppression and the stimulation of the proliferation of melanocytes in the skin and in the outer sheath of the hair follicle root; there is also a stimulating effect on melanogenesis and on the production of melanocyte-stimulating hormone (MSH) (17). Currently, compared with other technologies such as RTq-PCR and microarrays, RNA sequencing (RNA-Seq) using next-generation sequencing (NGS) allows determination of gene expression levels with higher efficiency, lower cost and shorter times (23). In vitiligo, this technology has already been used to determine the expression profiles in skin biopsies of subjects affected by this disease (24). Skin pigmentation is due to the pigment produced by melanocytes, eumelanin and pheomelanin, and their accumulation on melanin granules in the keratinocytes. These pigments produced by melanocytes are responsible for skin and hair color. Skin pigmentation is an important protective mechanism against the DNA damaging and mutagenic effects of solar UV radiation (25). The melanocortin receptor family is a member of the class A rhodopsin-like family of G-protein coupled receptors and consists of five members: MC1R to MC5R; MC1R is found on both melanocytes and leukocytes and its activation promotes UV resistance and anti-inflammatory signaling (26). Melanocortin 1 receptor (MC1R) is a key signaling molecule on melanocytes that responds to α-MSH by inducing expression of enzymes responsible for eumelanin synthesis. Moreover α-MSH/MC1R signaling is a potent anti-inflammatory pathway and has been shown to promote anti-melanoma immunity (27). Human MC1R genetics variants are associated with sunlight sensitivity (28), and altered expression of MC1R have been associated with red hair and skin cancer risk (29). The melanocortin system can play an important role in the pathogenesis of vitiligo, and can be affected by this disease, as was reported in the studies of Kingo et al (6) and Nagui et al (30). In our study, we analysed the expression profiles of POMC, MC1R and MC4R before and after nb-UVB phototherapy treatment of patients with stable vitiligo. Considering the skin samples obtained from the patients before starting the treatment, we observed that the expression profile for the MC1R and MC4R genes were higher in normal skin biopsies, and these results are consistent with those described by Kingo et al and Nagui et al (6,30). However, for the POMC gene, we found that there is no statistically significant difference between normal skin and skin with vitiligo prior to treatment with nb-UVB phototherapy, unlike what was described by both of these authors. In Fig. 2 we can observe a slight increase in the level of POMC expression in the skin with vitiligo within the analysed subjects. This slight increase could be due to the need of POMC to stimulate pigmentation in the areas affected by vitiligo. Regarding the expression profiles for the MC1R gene observed after treatment levels of expression in the skin that repigmented after treatment and the levels in the normal skin of the patient before treatment were statistically similar. This allowed us to suppose that this increase in expression accounts for the repigmentation experimented by the skin (Fig. 4). Otherwise, the skin that did not repigment, presented statistically lower levels than normal skin and skin that was repigmented and even lower than the skin with vitiligo onset (Fig. 4). Concerning the MC4R gene, we observed that the expression levels after treatment were increased in both biopsies. In addition, the expression profiles of skin biopsies that showed repigmentation and normal tissue before treatment were similar. This increase in expression levels of repigmented tissue is related to the response to treatment. In the non-repigmented skin, the low expression profile for this gene would have been expected, as was observed in the case of MC1R. However, the result obtained leads us to consider two possibilities: (a) that this skin will repigment and there was not enough treatment time to see a positive clinical response; or (b) that this gene is not fundamental in pigmentation, and its expression levels are very low. As already described in the study of Millington (2006) the melanocortin 4 receptor (MC4R) is expressed mainly in the brain, spinal cord, muscle and adipose tissue, with its main function being the regulation of energy metabolism (10,31). Regarding the biochemical parameters and the response to treatment experimented by patients, it was observed that there is a relationship between the levels of T3 and the response to treatment (Table I). In particular, in the subjects who presented a high response to treatment (greater than 30% repigmentation), the levels of this hormone were found to be decreased (104.37±14.27 ng/dl) compared to the groups of patients who displayed a low or medium response to treatment, which exhibited substantially higher levels of this hormone. In a retrospective study conducted by Subba et al, alterations in the levels of T3, T4 and TSH in subjects affected by vitiligo were described (32). In a study conducted in a Turkish population, high levels of T3 and T4 were described in subjects with different types of vitiligo; and progression of this disease was seen in comparison with control subjects (33). van Beek et al (2008) described that T4 up-regulates the proliferation of hair matrix keratinocytes and prolonged the duration of the hair growth phase (anagen) in vitro with human hair follicles, whereas their apoptosis is down-regulated by T3 and T4; on the other hand, both T3 and T4, significantly stimulated intrafollicular melanin synthesis (34). The association between thyroid problems and vitiligo is known, mainly in people with hypothyroidism (35), supporting the theory of a thyroid dysfunction and the participation of autoimmune processes in the development of this pathology (36). In conclusion, Nb-UVB phototherapy is effective in the treatment of patients with stable vitiligo, favouring repigmentation and producing changes in expression profiles of three genes involved in the melanocortin system, POMC, MC1R and MC4R, related to the repigmentation process in stable vitiligo patients, mainly MC1R (P<0.05). Although we reaffirm that the melanocortin system intervenes in the pathogenesis of stable vitiligo, additional studies are required to determine the performance of these genes in other variants of this disease. It is also necessary to evaluate the biochemical parameters of vitiligo patients, mainly T3 levels, since elevated levels of this hormone may lead to a poor response to phototherapy.
  32 in total

1.  Genetic variants associated with skin photosensitivity in a southern European population from Spain.

Authors:  Barbara Hernando; Elena Sanz-Page; Gerard Pitarch; Laura Mahiques; Francisca Valcuende-Cavero; Conrado Martinez-Cadenas
Journal:  Photodermatol Photoimmunol Photomed       Date:  2018-07-25       Impact factor: 3.135

2.  The validity and practicality of sun-reactive skin types I through VI.

Authors:  T B Fitzpatrick
Journal:  Arch Dermatol       Date:  1988-06

Review 3.  Corticotropin releasing hormone and proopiomelanocortin involvement in the cutaneous response to stress.

Authors:  A Slominski; J Wortsman; T Luger; R Paus; S Solomon
Journal:  Physiol Rev       Date:  2000-07       Impact factor: 37.312

Review 4.  Immunopathogenesis of vitiligo.

Authors:  Manuel Sandoval-Cruz; Mario García-Carrasco; Renán Sánchez-Porras; Claudia Mendoza-Pinto; Mario Jiménez-Hernández; Pamela Munguía-Realpozo; Alejandro Ruiz-Argüelles
Journal:  Autoimmun Rev       Date:  2011-02-18       Impact factor: 9.754

5.  Gene expression analysis of melanocortin system in vitiligo.

Authors:  Külli Kingo; Eerik Aunin; Maire Karelson; Mari-Anne Philips; Ranno Rätsep; Helgi Silm; Eero Vasar; Ursel Soomets; Sulev Kõks
Journal:  J Dermatol Sci       Date:  2007-07-25       Impact factor: 4.563

6.  Thyroid hormones directly alter human hair follicle functions: anagen prolongation and stimulation of both hair matrix keratinocyte proliferation and hair pigmentation.

Authors:  Nina van Beek; Eniko Bodó; Arno Kromminga; Erzsébet Gáspár; Katja Meyer; Michal A Zmijewski; Andrzej Slominski; Björn E Wenzel; Ralf Paus
Journal:  J Clin Endocrinol Metab       Date:  2008-08-26       Impact factor: 5.958

7.  Narrow band-ultraviolet B versus clobetasol propionate foam in the treatment of vitiligo: a retrospective study.

Authors:  Giuseppe Stinco; Giusto Trevisan; Cinzia Buligan; Giorgia Gregoraci; Sergio De Marchi; Nicola di Meo; Pasquale Patrone
Journal:  Dermatol Ther (Heidelb)       Date:  2013-06-04

Review 8.  Melanocortin 1 Receptor: Structure, Function, and Regulation.

Authors:  Erin M Wolf Horrell; Mary C Boulanger; John A D'Orazio
Journal:  Front Genet       Date:  2016-05-31       Impact factor: 4.599

9.  Effects of Melanocortin 3 and 4 Receptor Deficiency on Energy Homeostasis in Rats.

Authors:  Panpan You; Handan Hu; Yuting Chen; Yongliang Zhao; Yiqing Yang; Tongtong Wang; Roumei Xing; Yanjiao Shao; Wen Zhang; Dali Li; Huaqing Chen; Mingyao Liu
Journal:  Sci Rep       Date:  2016-10-07       Impact factor: 4.379

Review 10.  Genetic Susceptibility to Vitiligo: GWAS Approaches for Identifying Vitiligo Susceptibility Genes and Loci.

Authors:  Changbing Shen; Jing Gao; Yujun Sheng; Jinfa Dou; Fusheng Zhou; Xiaodong Zheng; Randy Ko; Xianfa Tang; Caihong Zhu; Xianyong Yin; Liangdan Sun; Yong Cui; Xuejun Zhang
Journal:  Front Genet       Date:  2016-02-01       Impact factor: 4.599

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.