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Brief Report

The Epidermal Transcriptome Analysis of a Novel c.639_642dup LORICRIN Variant-Delineation of the Loricrin Keratoderma Pathology

by
Katarzyna Wertheim-Tysarowska
1,*,
Katarzyna Osipowicz
2,
Bartłomiej Gielniewski
3,
Bartosz Wojtaś
3,
Alicja Szabelska-Beręsewicz
4,
Joanna Zyprych-Walczak
4,
Adriana Mika
5,
Andrzej Tysarowski
6,
Katarzyna Duk
1,
Agnieszka Magdalena Rygiel
1,
Katarzyna Niepokój
1,
Katarzyna Woźniak
2,
Cezary Kowalewski
2,
Jolanta Wierzba
7 and
Aleksandra Jezela-Stanek
8
1
Department of Medical Genetics, Institute of Mother and Child, 01-211 Warsaw, Poland
2
Department of Dermatology, Immunodermatology and Venereology, Medical University of Warsaw, 02-008 Warsaw, Poland
3
Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, 02-093 Warsaw, Poland
4
Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, 60-637 Poznań, Poland
5
Department of Pharmaceutical Biochemistry, Medical University of Gdansk, 80-211 Gdansk, Poland
6
Molecular and Translational Oncology Department and Cancer Molecular and Genetic Diagnostics Department, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
7
Department of Paediatrics, Haematology and Oncology, Department of General Nursery, Medical University of Gdansk, 80-211 Gdansk, Poland
8
Department of Genetics and Clinical Immunology, National Institute of Tuberculosis and Lung Diseases, 01-138 Warsaw, Poland
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2023, 24(11), 9459; https://doi.org/10.3390/ijms24119459
Submission received: 11 April 2023 / Revised: 15 May 2023 / Accepted: 19 May 2023 / Published: 29 May 2023
(This article belongs to the Special Issue State-of-the-Art Molecular Genetics and Genomics in Poland 2.0)

Abstract

:
Loricrin keratoderma (LK) is a rare autosomal dominant genodermatosis caused by LORICRIN gene mutations. The pathogenesis of the disease is not yet fully understood. So far, only 10 pathogenic variants in LORICRIN have been described, with all of them but one being deletions or insertions. The significance of rare nonsense variants remains unclear. Furthermore, no data regarding the RNA expression in affected patients are available. The aim of this study is to describe the two variants in the LORICRIN gene found in two distinct families: the novel pathogenic variant c.639_642dup and a rare c.10C > T (p.Gln4Ter) of unknown significance. We also present the results of the transcriptome analysis of the lesional loricrin keratoderma epidermis of a patient with c.639_642dup. We show that in the LK lesion, the genes associated with epidermis development and keratocyte differentiation are upregulated, while genes engaged in cell adhesion, differentiation developmental processes, ion homeostasis and transport, signaling and cell communication are downregulated. In the context of the p.Gln4Ter clinical significance evaluation, we provide data indicating that LORICRIN haploinsufficiency has no skin consequences. Our results give further insight into the pathogenesis of LK, which may have therapeutic implications in the future and important significance in the context of genetic counseling.

1. Background

Loricrin keratoderma (LK, MIM 604117, Vohwinkel syndrome with ichthyosis, VS) is a rare autosomal dominant genodermatosis caused by pathogenic variants in the LORICRIN gene. LORICRIN encodes one of the key proteins conferring the insolubility, mechanical resistance and impermeability of the epidermal barrier [1]
Hydrophobic and insoluble loricrin is expressed in the orthokeratinizing epithelia, except for internal ones. In the skin, its synthesis occurs in the upper layer of epidermis-stratum granulosum (SG). Loricrin is involved in cytoskeleton stabilization forming crosslinks within and between the proteins, and in the formation of the cornified cell envelope (CE), being the most abundant (commonly > 70%) protein there [2,3].
Consequently, the clinical symptoms of LK patients are related to the skin surface and comprise the following: ichthyosis; palmoplantar keratoderma (PPK), often with honeycomb pattern, pseudoainhum and/or amputation; knuckle pads; and collodion membrane at birth [4]. Of note, the clinical symptoms are heterogenous and may differ even among relatives [5].
The data concerning LK are limited. Only 10 pathogenic variants in 21 affected families (overall 106 patients) were described in the literature so far [4]. Moreover, all of them, apart from one substitution, are deletions/insertions. The only pathogenic missense variant known so far was identified as causative in late-onset loricrin keratoderma [6]. The clinical significance of the other variant types remains questionable.
The aim of the study is to describe two variants in the LORICRIN gene that were found during diagnostic procedures of cornification disorders. The first one, c.639_642dup (p.Thr215GlyfsTer122), is a novel pathogenic variant detected in a family with autosomal dominant hyperkeratosis, for which we also present the results of a transcriptomic analysis. This is the first transcriptomic analysis of a loricrin keratoderma lesion. Another variant, the rare c.10C > T (p.Gln4Ter), was detected in the other family as a secondary finding of unknown significance. Considering the highly limited data on the clinical significance of LORICRIN premature stop codon (PTC) variants, we provide data showing that p.Gln4Ter leading to a premature stop codon has no skin consequences. This has important significance in the context of genetic counseling.

2. Experimental Design

All patients gave informed consent to participate in the study.

Patients

Family 1: The family (two daughters and their father, Figure 1A) was referred to genetic counselling because of hyperkeratosis of the palms and soles and a clinical diagnosis of ichthyosis. The clinical symptoms were manifested by ichthyosiform dermatosis, diffuse generalized. In the girls, the symptoms were noted at birth. Then, palmoplantar keratoderma occurred at the age of 2–3 months. The course of the disease varied, with occasional exacerbations. The improvement was noted after the use of emollients. Occasionally, the transgradient extension of hyperkeratosis onto the wrists and on the bends of the elbows and knees was present, pseudoainhum was not observed and, according to the patient, was also absent in the other affected family members. The honeycomb pattern of PPK was negative during clinical evaluation and, according to the mother, had not been observed before. The keratoderma was neither painful nor inflammatory.
Family 2: The proband was a girl born from an uneventful pregnancy at 38 weeks of gestation (birth weight 2880 g, Apgar score: 7). She had clinical recognition of autosomal recessive congenital ichthyosis (ARCI), due to a homozygous pathogenic variant c.1562A>G (p.Tyr521Cys) in ALOX12B. The symptoms of ARCI were typical (collodion baby; later-in-life dryness of the face skin and, less intensive, of the whole body; fingers and toes contractures; erythema; stiff and cracking skin of the hands and feet; slight psoriasis lesions on the knees and elbows), no nail and hair disturbances were present and the teeth appeared normally, though a slight yellow discoloration of permanent teeth was observed (Figure 2).
The LORICRIN variant p.Gln4Ter was detected as a secondary finding during a molecular test. A segregation analysis has shown that the variant was inherited from the patient’s father. A dermatological evaluation of the father did not reveal any skin symptoms at the age of 41; only dystrophic nails were present and massive caries (currently with upper teeth dentures) from the age of 20.

3. Results

3.1. Genetic Analysis

We identified a novel variant in the LORICRIN gene: c.639_642dup (p.Thr215GlyfsTer122) in family 1 (Figure 1A). The pathogenicity status was scored as likely pathogenic (LP) according to the American College of Medical Genetics (ACMG) classification. Importantly, similarly to other LORICRIN pathogenic variants reported so far, the c.639_642dup caused delayed translation termination and introduced an arginine and leucine reach sequence. Thus, the diagnosis of loricrin keratoderma was established.

3.2. Transcriptome Analysis of the Probant vs. Control

The 15,210 genes with distinct ensemble identification (ID) and more than five counts in each sample were detected. Considering the fact that the data analysis was largely limited and included a single patient vs. single control analysis, we highly strengthened the differentially expressed genes (DEG) parameters to the absolute value of logarithm fold change (|logFC|) > 3 and logarithm of counts per million reads (logCPM) > 1, resulting in 1722 genes. Among them, 276 genes were upregulated (logFC between 3.05 and 12.7) and 1445 downregulated (logFC between −3.0 and −14.45). However, only in 10 and 53 genes, respectively, was the statistical difference significant (p-value < 0.005) (Table 1). With respect to ontology, genes-encoding proteins involved in epidermis development and keratinocyte differentiation were mainly upregulated. In turn, those engaged in, i.e., cell adhesion, developmental processes and anatomical structure morphogenesis, cellular ion homeostasis and transport, cell differentiation, regulation of signaling and cell communication were downregulated (Table 2).

4. Discussion

In this study, we described the novel LORICRIN gene pathogenic variant: c.639_642dup with the first transcriptome analysis of lesional loricrin keratoderma epidermis, and a rare p.Gln4Ter variant in the same gene, as evidence that the haploinsufficiency of loricrin does not cause skin symptoms of LK.
The in silico prediction showed that the consequence of c.639_642dup on the protein level is a generation of a sequence rich in basic amino acids, mainly arginine. It has already been proven that all the other known frameshifts in the C-part of the loricrin also lead to the formation of arginine-rich regions generating nuclear localization signals (NLS) [7]. Indeed, such loricrin derivative mutated proteins were found to be deposited in the nucleus and distort epidermal differentiation [5,8]. This was also observed in a mouse model of LK, where mutated loricrin was almost exclusively present in the nucleus. This, in fact, was further proven to be an LK-causative factor. It was also shown that the LK phenotype of transgenic mice was more severe in the absence of wild type loricrin [8].
Next-generation sequencing technologies (NGS) enabled robust progress in the genetics of the disorders of cornification. While DNA sequencing has already revealed a plethora of disease-causing variants, showing great heterogeneity in the molecular basis of these diseases, RNA sequencing data from these patients are rather limited. Nevertheless, a few studies have already shown that transcriptome analyses may be crucial for obtaining deeper insight into the pathophysiology of the cornification disorders. However, according to our knowledge, no data on the gene expression in loricrin keratoderma patients are available, probably due to the rarity of this disorder.
Herein, we showed the results of the transcriptome analysis performed using mRNA isolated from the lesion epidermis of the patient with heterozygous novel variant c.639_642dup. In total, 1722 genes were differentially expressed, of which 276 genes were upregulated and 1445 downregulated. However, only 10 and 53 genes reached statistical significance, respectively.
The HRNR-encoding hornein was the most upregulated gene. This gene is located on chromosome 1q21 within the human epidermal differentiation complex (EDC). Hornein belongs to S100 fused-type proteins (SFTPs) and is involved in the cornified epithelium formation [9]. Furthermore, hornein has an antimicrobial activity as the source of cationic intrinsically disordered antimicrobial peptides (CIDAMPs) [10,11]. It has previously been shown that HRNR mRNA expression increased transiently in cultured human epidermal keratinocytes during Ca2+-dependent differentiation [12]. Of note, Rice et al. and Kim et al. have shown that in healthy people, the HRNR is preferably expressed in palmoplantar skin compared to other regions [13,14].
So far, the HRNR gene was mainly analyzed in the context of the other skin diseases: psoriasis and atopic dermatitis (AD), where barrier defects occur as well, but due to distinct immunogenetic factors. The HRNR transcripts were detected in regenerating human skin after wounding in the periphery regions of psoriatic lesions [15]. Moreover, the hornein immunoreactivity in the lesions, but not in the healthy skin, of psoriasis and atopic dermatitis patients was also diminished in another study [12]. Furthermore, Henry et al. showed that the expression was lower also in the healthy skin of AD patients. The authors demonstrated that hornein is a component in a cornified envelope (CE) and suggested that it plays a role in the alterations in the CE and in the abnormality of the AD epidermal barrier [16].
Just recently, Makino et al. checked the HRNR expression by immunostaining in skin lesions from patients affected by hyperkeratosis-associated diseases (ichthyosis vulgaris, epidermolytic ichthyosis (EI), Darier’s disease, lichen planus, pustulosis et plantaris, actinic keratosis and seborrheic keratosis). The increased expression was detected in lichen planus and pustulosis et plantaris, followed by an irregular signal pattern in epidermolytic ichthyosis and actinic keratosis. In the remaining diseases (ichthyosis vulgaris, Darier’s disease and seborrheic keratosis), the expression was decreased. Thus, in light of our results and those mentioned above, further studies are needed to evaluate the hornein involvement in epidermal barrier restoration [17].
Among the other top 10 upregulated genes, we detected a few more associated with barrier formation: LCE3D (late cornified envelope protein 3d), KRT9 (keratin 9) and CDSN (corneodesmosin). Those genes were also found to be upregulated in the other types of ichthyoses [18]. Specifically, LCE3D was also found to be upregulated in the other diseases with keratoderma: Pachyonychia Congenita and Curth-Macklin ichthyosis [19,20].
Due to the fact that our analysis consisted of only one patient and one control, the statistical analysis was very limited. Therefore, we also focused on the genes that had logFC over 3.0 or below −3.0 and logCPM > 1, irrespective of the p-value. In this group, several others had induced expression as well, including the IL-17/TNF-α-associated molecules IL36G and S100A9. Of note, previous studies also showed that the Th17 pathway is induced in various forms of ichthyosis, which proves that in terms of immune response, ichthyoses resemble psoriasis. Hence, novel therapies using IL-17 may be deliberated in the future [18,21]. Overall, among the 276 upregulated genes, those associated with epithelium development, keratocyte differentiation and keratinization were the most represented.
It has been shown that apart from some commonly expressed genes, different ichthyoses vary in terms of gene expression. This is reflected even by the numbers of DEG (patient’s lesions vs. control) in different disorders. Malik et al. showed that in the Netherton syndrome patient, the number was relatively low: 63 upregulated and 33 downregulated DEGs comparing to epidermolytic ichthyosis (EI), where the number of DEGs was 223 and 150, respectively. Furthermore, Kim et al. identified lipid metabolism and barrier junction genes to be downregulated in four common ichthyosis types, which were less pronounced in EI [21]. Furthermore, Malik et al. proved that the expression of lipid metabolism genes was diminished in lamellar ichthyosis (LI) patients, but not, or to a lesser extent, in EI [18]. This phenomenon may result from the distinct molecular basis of those disorders: LI is mainly caused by mutations in genes involved in lipid metabolism, while in EI, pathogenic variants in structural keratins 1 and 10 are causative. Finally, when we compared the genes downregulated in our patient with those published by Ortega-Recalde et al. in Curth-Macklin ichthyosis, two were concordantly downregulated (PHYHIP, PAMR1), while DCD, FABP4, PLIN1, SCGB1D2, SCGB2A2, ADIPOQ, G0S2, KRT19 and MUCL1, downregulated in our case, were upregulated in Curth-Macklin ichthyosis.
Among the mostly downregulated 53 genes, we found a few involved in lipid metabolism, e.g., PLAAT3, FABP4, PLIN1/4 and PLNPLA6. However, a gene ontology analysis performed in the wider context showed that the majority of 1445 genes detected by us are involved in cell adhesion developmental processes and anatomical structure morphogenesis, cellular ion homeostasis and transport, cell differentiation, regulation of signaling and cell communication. This finding is in line with the molecular pathomechanism of loricrin keratoderma, which, as already mentioned before, comprises the nuclear deposition of mutated loricrin and the dysregulation of keratinocyte differentiation. Of note, once we compared the 53 mostly downregulated genes of our patient with the DEG profile of atopic dermatitis and psoriasis presented by Malik et al., 14 also had a diminished expression in AD and 15 in psoriasis, whereas only a few (1–5) overlapped with other ichthyoses [18].
Since the results, to our knowledge, are the first transcriptome analysis of LK lesion and were performed on the one patient only, replicative studies are needed. Nevertheless, our results provide novel insight into the pathogenesis of the disease and may have therapeutic implications in the future.
Another issue raised by us concerns the clinical significance of nonsense variants in LORICRIN. It has been shown that transgenic mice with one copy of the loricrin gene are phenotypically normal [22]. However, as far as we can tell, there are no phenotypic descriptions of humans with one functional copy of the LORICRIN gene available thus far. Hence, the genetic counseling in such cases may be ambiguous.
In the ClinVar database, one premature stop codon (PTC) variant [NM_000427.3:c.624C > G (p.Tyr208Ter), ID: 1324671] is recorded and is assigned as likely pathogenic. On the contrary, in the SNP database (SNPdb), 13 nonsense variants are recorded, with the frequency ranging from 0 to 0.00004, according to the GnomAD or Kaviar databases. None of the variants were detected in homozygosity and each was classified as VUS according to the ACMG [23] classification. The variant c.10C > T (p.Gln4Ter) detected in family 2 is also recorded in SNPdb and was found in 2 out of 231 412 GnomAD alleles of European, non-Finnish ancestry.
The proband of family 2 was diagnosed as autosomal recessive congenital ichthyosis ARCI with ALOX12B biallelic mutations; therefore, it was impossible to initially correlate the clinical symptoms with the LORICRIN genotype. Since we have shown that the c.10C > T (p.Gln4Ter) variant was of paternal origin, the father was clinically evaluated. There was no history of skin involvement, but dystrophic nails and massive carries from the age of 20 were reported. Nail involvement in LK is uncommon and also was not described in knock-out mice models [1,22,24], although loricrin is expressed in the nail proximal fold [25]. Nevertheless, considering the fact that the father of family 2’s history of dystrophic nails was negative, as well as the fact that there were no nail symptoms in the ARCI-affected proband, the nail dystrophy of the father seemed to occur independently. There were also no cases of massive caries among the father’s relatives. Interestingly, previous studies have shown that in murine and human aggressive periodontitis, LORICRIN mRNA expression was diminished [26,27]. Therefore, though no skin changes were noted, an open question remains as to whether the presence of the heterozygous PTC variant confers susceptibility to caries.
In conclusion, our results broaden the knowledge about LORICRIN gene variants and their phenotypic significance and give insight into the molecular pathology of loricrin keratoderma lesions.

5. Methods

5.1. Molecular Analysis

Genotyping was performed on DNA isolated from blood leukocytes using a Genomic Maxi AX kit (A&A Biotechnology, Gdańsk, Poland). A customized gene panel (NimbleDesign, Roche, Basel, Switzerland) for Mendelian disorders of cornification was performed. (The panel contains coding exons of AAGAB, ABCA12, ABHD5, ADAM10, ALDH3A2, ALOX12B, ALOXE3, AP1S1, AQP5, CDSN, CLDN1, CSTA, CTSC, CYP4F22, DSG1, DSP, EBP, ENPP1, ERCC2, ERCC3, FERMT1, FLG [fragment covering amino acids 1-2200], GJA1, GJB2, GJB3, GJB4, GTF2H5, HOXC13, JUP, KANK2, KRT1, KRT10, KRT16, KRT17, KRT2, KRT9, LIPN, LOR, MBTPS2, MPLKIP, NIPAL4, NSDHL, PEX7, PHYH, PKP1, PNPLA1, POFUT1, POGLUT1, POMP, SERPINB7, SLC27A4, SLURP1, SNAP29, SPINK5, ST14, STS, SUMF1, TGM1, TRPV3, VPS33B.) The libraries were prepared using the KAPA Library Preparation Kit (Roche, Basel, Switzerland) and sequenced on the MiSeq (Illumina, San Diego, CA, USA). The reads were aligned against GRCh38 human genome assembly. The variants were annotated using the following: the SNPdb (NCBI, Bethesda, MD, USA), ExAC, Ensembl, OMIM, GnomAD, ClinVar and HGMD Professional. Varsome was used to evaluate the ACMG [23] score, and IGV to see the bam files. Selected variants were confirmed using Sanger sequencing (primers and PCR settings available upon request). The familial analysis was limited to the Sanger analysis only.

5.2. Skin Biopsy

The transcriptome analysis was performed using RNA isolated from lesional epidermis. The 3 mm skin biopsy from the lesion located on the upper tibia was taken from the LK patient and from the same location of a healthy age-matched male. The biopsies were immediately frozen and kept at −80 °C. The epidermis was mechanically detached from the underlying skin layers in a cryotome prior to RNA isolation.

5.3. RNA Sequencing

The samples were mechanically homogenized, and RNA was isolated using an RNeasy Micro Kit (Qiagen, Hilden, Germany). The quality and integrity of total RNA were assessed with an Agilent 2100 Bioanalyzer using an RNA 6000 Pico Kit (Agilent Technologies, Ltd. Santa Clara, CA, USA) In total, polyA enriched RNA libraries were prepared using the QuantSeq 3′ mRNA-Seq Library Prep Kit according to the manufacturer’s protocol (Lexogen GmbH, Vienna, Austria). Briefly, libraries were prepared from 5 ng of total RNA. The first step in the procedure was a first-strand cDNA synthesis using reverse transcription with oligodT primers. Then, all remaining RNA was removed to what was essential for an efficient second-strand synthesis. The second-strand synthesis was performed to generate double-stranded cDNA (dsDNA). It was initiated by a random primer containing an Illumina-compatible linker sequence. The obtained cDNA was purified using magnetic beads to remove all reaction components. cDNA libraries were amplified by PCR using starters provided by a producer. The library evaluation was completed with an Agilent 2100 Bioanalyzer using the Agilent DNA High Sensitivity chip (Agilent Technologies, Ltd., Santa Clara, CA, USA). The mean library size was 220 bp. Libraries were quantified using a Quantus fluorometer and QuantiFluor double-stranded DNA System (Promega, Madison, WI, USA). Libraries were run in the rapid run flow cell and were single-end sequenced (75 bp) on HiSeq 1500 (Illumina, San Diego, CA, USA).

5.4. Statistical Analysis

The quality of sequencing data was firstly checked with the FastQC program [28]. Then, data were mapped to the reference human genome GRCh38 with a star aligner [29]. The calculation of read counts was performed with the HT seq [30]. All genes with very low expression (below 5 counts) across the examined samples were discarded. Due to no replicates for the differential expression analysis, the edgeR method [31], recommended for such an experimental design, was used. We used the value 0.75 as an approximation of the dispersion parameter based on our previous experience with similar data. The gene ontology was performed using the system PipeR package [32]. As important genes, those with an absolute value of log fold change higher than 3 and an abundance of read measured by log counts per million higher than one were chosen. All statistical analyses were carried out using R software v. 4.2.3 [33].

Author Contributions

K.W.-T.: conceptualization, investigation of funding acquisition, methodology, supervision, writing—original draft preparation; B.G. and B.W.: RNAseq; A.T., K.W., K.O., C.K. and J.W.: resources and clinical evaluation; A.S.-B. and J.Z.-W.: statistical analysis; K.W. and A.M.: methodology; K.D. and K.N.: genetic analysis; A.M.R.: data analysis and draft editing; A.J.-S.: conceptualization, resources, draft editing, clinical evaluation. All authors have read and agreed to the published version of the manuscript.

Funding

The study was supported by the grant of National Science Center: NCN 2014/13/D/NZ5/03304 (to K.W.T.).

Institutional Review Board Statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee of Institute of Mother and Child (protocol code 27/2014 and approved on 17 December 2014).

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical reasons.

Conflicts of Interest

The authors declare no conflict of interest. The results have not been presented elsewhere.

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Figure 1. FAMILY 1: (A) pedigree; (B) results of NGS analysis showing c.639_642dup site in the LORICRIN gene, the IGV view; (C) confirmatory Sanger sequencing showing fragment of the wild type LORICRIN sequence (left one) and the sequence with heterozygous c.639_642dup (right one, marked by an arrow).
Figure 1. FAMILY 1: (A) pedigree; (B) results of NGS analysis showing c.639_642dup site in the LORICRIN gene, the IGV view; (C) confirmatory Sanger sequencing showing fragment of the wild type LORICRIN sequence (left one) and the sequence with heterozygous c.639_642dup (right one, marked by an arrow).
Ijms 24 09459 g001
Figure 2. FAMILY 2: (A) pedigree; (B) confirmatory Sanger sequencing showing fragment of the wild type LORICRIN sequence (upper one) and the sequence with heterozygous c.10C > T (p.Gln4Ter, lower one, marked by an arrow); (C) the nails and hand of the family 2′s proband (daughter), and of her father.
Figure 2. FAMILY 2: (A) pedigree; (B) confirmatory Sanger sequencing showing fragment of the wild type LORICRIN sequence (upper one) and the sequence with heterozygous c.10C > T (p.Gln4Ter, lower one, marked by an arrow); (C) the nails and hand of the family 2′s proband (daughter), and of her father.
Ijms 24 09459 g002
Table 1. The list of the mostly upregulated and downregulated genes expressed in loricrin keratoderma patients.
Table 1. The list of the mostly upregulated and downregulated genes expressed in loricrin keratoderma patients.
SymbolsNameEnsembl IDlogFClogCPM
upregulated genes (p < 0.005)
HRNRhornerinENSG0000019791512.716.87
RNF223ring finger protein 223ENSG0000023733011.175.34
LCE3Dlate cornified envelope 3DENSG0000016320210.694.86
NLRP10NLR family pyrin domain containing 10ENSG0000018226110.624.80
KLKP1kallikrein pseudogene 1ENSG000001975889.837.12
FGF22fibroblast growth factor 22ENSG000000703889.596.88
FAM25Afamily with sequence similarity 25 member AENSG000001881008.913.14
KRT9keratin 9ENSG000001714036.859.18
ACP7acid phosphatase 7, tartrate resistant (putative)ENSG000001837606.165.92
CDSNcorneodesmosinENSG000002045395.697.09
downregulated genes (p < 0.005)
DCDdermcidinENSG00000161634−14.4511.83
SCGB2A2secretoglobin family 2A member 2ENSG00000110484−14.158.31
PIPprolactin induced proteinENSG00000159763−13.127.28
SCGB1D2secretoglobin family 1D member 2ENSG00000124935−12.496.66
KRT19keratin 19ENSG00000171345−10.855.03
MTND3P19MT-ND3 pseudogene 19ENSG00000271480−10.784.97
PLAAT3phospholipase A and acyltransferase 3ENSG00000176485−10.574.77
STAC2SH3 and cysteine rich domain 2ENSG00000141750−10.484.68
ARFGEF3ARFGEF family member 3ENSG00000112379−10.214.41
TP53I11tumor protein p53 inducible protein 11ENSG00000175274−9.773.99
G0S2G0/G1 switch 2ENSG00000123689−9.673.89
KCNK5potassium two pore domain channel subfamily K member 5ENSG00000164626−9.673.89
PLIN1perilipin 1ENSG00000166819−9.653.88
MRASmuscle RAS oncogene homologENSG00000158186−9.633.85
DBN1drebrin 1ENSG00000113758−9.573.80
SCN9Asodium voltage-gated channel alpha subunit 9ENSG00000169432−9.553.78
GABRPgamma-aminobutyric acid type A receptor subunit piENSG00000094755−9.543.77
CRACR2Bcalcium release activated channel regulator 2BENSG00000177685−9.543.77
ATP6V1B1ATPase H+ transporting V1 subunit B1ENSG00000116039−9.523.75
PHYHIPphytanoyl-CoA 2-hydroxylase interacting proteinENSG00000168490−9.463.69
MMP7matrix metallopeptidase 7ENSG00000137673−9.363.60
TMEM200Btransmembrane protein 200BENSG00000253304−9.363.60
TNFSF13BTNF superfamily member 13bENSG00000102524−9.293.53
TMEM213transmembrane protein 213ENSG00000214128−9.243.48
ZNF891zinc finger protein 891ENSG00000214029−9.223.47
ZNF419zinc finger protein 419ENSG00000105136−9.203.45
EMP3epithelial membrane protein 3ENSG00000142227−9.143.39
PNPLA6patatin-like phospholipase domain containing 6ENSG00000032444−9.043.30
NNATneuronatinENSG00000053438−9.023.28
PADI2peptidyl arginine deiminase 2ENSG00000117115−9.023.28
RGMArepulsive guidance molecule BMP co-receptor aENSG00000182175−9.023.28
ESRRGestrogen-related receptor gammaENSG00000196482−9.003.26
PAMR1peptidase domain containing associated with muscle regeneration 1ENSG00000149090−8.983.24
PODNpodocanENSG00000174348−8.983.24
HLA-DQB2major histocompatibility complex, class II, DQ beta 2ENSG00000232629−8.983.24
ADIPOQadiponectin, C1Q and collagen domain containingENSG00000181092−8.933.19
CLDN7claudin 7ENSG00000181885−8.933.19
ZNF528-AS1ZNF528 antisense RNA 1ENSG00000269834−8.933.19
PPP1R1Aprotein phosphatase 1 regulatory inhibitor subunit 1AENSG00000135447−8.913.17
C7complement C7ENSG00000112936−8.883.15
GPR12G protein-coupled receptor 12ENSG00000132975−8.883.15
SMARCD3SWI/SNF-related, matrix-associated, actin-dependent regulator of chromatin, subfamily d, member 3ENSG00000082014−8.843.11
CMTM7CKLF-like MARVEL transmembrane domain containing 7ENSG00000153551−8.843.11
MUCL1mucin-like 1ENSG00000172551−8.178.00
P4HA1prolyl 4-hydroxylase subunit alpha 1ENSG00000122884−7.615.02
H19H19 imprinted maternally expressed transcriptENSG00000130600−7.457.29
FABP4fatty acid binding protein 4ENSG00000170323−7.285.61
CA6carbonic anhydrase 6ENSG00000131686−7.154.58
C3complement C3ENSG00000125730−6.775.65
PLIN4perilipin 4ENSG00000167676−6.535.42
ST6GAL1ST6 beta-galactoside alpha-2,6-sialyltransferase 1ENSG00000073849−6.523.97
SYNMsyneminENSG00000182253−6.245.14
HLA-DRB5major histocompatibility complex, class II, DR beta 5ENSG00000198502−5.736.58
Table 2. The upregulated and downregulated biological processes in KL lesion.
Table 2. The upregulated and downregulated biological processes in KL lesion.
GOIDNodeSizeSampleMatchPhyperPadjTerm
UPREGULATED BIOLOGICAL PROCESSES
GO:00098882271414.67 × 10−60.001028tissue development
GO:00604291428312.31 × 10−60.000509epithelium development
GO:0008544535304.47 × 10−169.83 × 10−14epidermis development
GO:0043588471291.25 × 10−162.75 × 10−14skin development
GO:0030855858293.97 × 10−108.74 × 10−8epithelial cell differentiation
GO:0030216349255.82 × 10−161.28 × 10−13keratinocyte differentiation
GO:0009913417253.50 × 10−147.69 × 10−12epidermal cell differentiation
GO:0031424269222.37 × 10−155.22 × 10−13keratinization
GO:0070268126161.88 × 10−144.13 × 10−12cornification
GO:0006323224102.94 × 10−50.006477dna packaging
GO:00181493792.50 × 10−115.50 × 10−9peptide cross-linking
GO:000634214495.12 × 10−60.001127chromatin silencing
GO:001973015599.32 × 10−60.002051antimicrobial humoral response
GO:004581416391.40 × 10−50.003074negative regulation of gene expression, epigenetic
GO:00508325366.78 × 10−60.001492defense response to fungus
GO:00096206762.66 × 10−50.005861response to fungus
GO:0043163432.63 × 10−60.000578cell envelope organization
GO:0045229432.63 × 10−60.000578external encapsulating structure organization
DOWNREGULATED BIOLOGICAL PROCESSES
GO:006500714,1678621.18 × 10−60.002075biological regulation
GO:005078913,3928174.64 × 10−60.008183regulation of biological process
GO:003250269994885.83 × 10−101.03 × 10−6developmental process
GO:004851870744711.05 × 10−60.001859positive regulation of biological process
GO:004885664994552.34 × 10−94.13 × 10−6anatomical structure development
GO:000727559614215.16 × 10−99.10 × 10−6multicellular organism development
GO:004873153193885.54 ×10−109.78 × 10−7system development
GO:004886948743488.92 × 10−80.000157cellular developmental process
GO:004858350203455.00 × 10−60.008828regulation of response to stimulus
GO:003015446523401.07 × 10−81.89 × 10−5cell differentiation
GO:006500845013181.23 × 10−60.002163regulation of biological quality
GO:004851338992955.41 × 10−99.55 × 10−6animal organ development
GO:002305139412951.63 × 10−82.87 × 10−5regulation of signaling
GO:001064638912895.25 × 10−89.27 × 10−5regulation of cell communication
GO:005123936912782.85 × 10−85.03 × 10−5regulation of multicellular organismal process
GO:000996634812569.51 × 10−70.001678regulation of signal transduction
GO:003287931812512.68 × 10−94.74 × 10−6regulation of localization
GO:000965329812416.57 × 10−101.16 × 10−6anatomical structure morphogenesis
GO:005079330032378.62 × 10−91.52 × 10−5regulation of developmental process
GO:000739925561952.66 × 10−60.004684nervous system development
GO:000692824371923.69 × 10−70.000652movement of cell or subcellular component
GO:200002623401855.02 × 10−70.000885regulation of multicellular organismal development
GO:004846823031826.51 × 10−70.001149cell development
GO:002261016141702.25 × 10−163.98 × 10−13biological adhesion
GO:000715516071701.49 × 10−162.63 × 10−13cell adhesion
GO:004559520771701.74 × 10−70.000308regulation of cell differentiation
GO:005104921271681.97 × 10−60.003482regulation of transport
GO:004259220801651.91 × 10−60.003374homeostatic process
GO:005124020521614.92 × 10−60.008674positive regulation of multicellular organismal process
GO:000681118101571.36 × 10−82.40 × 10−5ion transport
GO:004887019491553.57 × 10−60.006306cell motility
GO:005167419491553.57 × 10−60.006306localization of cell
GO:000726718111463.43 × 10−60.006052cell-cell signaling
GO:001647717801443.35 × 10−60.005909cell migration
GO:002200817561424.04 × 10−60.007127neurogenesis
GO:005109415581375.82 × 10−80.000103positive regulation of developmental process
GO:000681212761152.16 × 10−70.000382cation transport
GO:004887812861139.80 × 10−70.001729chemical homeostasis
GO:004864612881105.15 × 10−60.009087anatomical structure formation involved in morphogenesis
GO:003529511991093.01 × 10−70.00053tube development
GO:005127011981061.58 × 10−60.002793regulation of cellular component movement
GO:004559710911053.00 × 10−85.29 × 10−5positive regulation of cell differentiation
GO:000988711421012.89 × 10−60.005093animal organ morphogenesis
GO:00197251052992.23 × 10−70.000393cellular homeostasis
GO:20001451110984.40 × 10−60.007754regulation of cell motility
GO:0030001978964.77 × 10−88.42 × 10−5metal ion transport
GO:0098609983951.17 × 10−70.000207cell-cell adhesion
GO:0035239994936.83 × 10−70.001205tube morphogenesis
GO:0055082890896.55 × 10−80.000115cellular chemical homeostasis
GO:0050801868884.18 × 10−87.37 × 10−5ion homeostasis
GO:0030155839841.48 × 10−70.000261regulation of cell adhesion
GO:0098771796826.20 × 10−80.000109inorganic ion homeostasis
GO:0043269754802.54 × 10−84.48 × 10−5regulation of ion transport
GO:0055080784792.71 × 10−70.000478cation homeostasis
GO:0006873722798.09 × 10−91.43 × 10−5cellular ion homeostasis
GO:0030003708771.64 × 10−82.89 × 10−5cellular cation homeostasis
GO:0055065696723.44 × 10−70.000608metal ion homeostasis
GO:0006875624694.86 × 10−88.57 × 10−5cellular metal ion homeostasis
GO:0006935703693.92 × 10−60.006915chemotaxis
GO:0042330705694.32 × 10−60.007623taxis
GO:0048598631673.46 × 10−70.00061embryonic morphogenesis
GO:0072507553636.35 × 10−80.000112divalent inorganic cation homeostasis
GO:0034762602631.27 × 10−60.002245regulation of transmembrane transport
GO:0055074507625.71 × 10−91.01 × 10−5calcium ion homeostasis
GO:0072503534619.34 × 10−80.000165cellular divalent inorganic cation homeostasis
GO:0002521581611.69 × 10−60.002975leukocyte differentiation
GO:0006874495601.40 × 10−82.47 × 10−5cellular calcium ion homeostasis
GO:0045785502543.24 × 10−60.005708positive regulation of cell adhesion
GO:0010959437522.34 × 10−70.000412regulation of metal ion transport
GO:0031589377514.63 × 10−98.17 × 10−6cell-substrate adhesion
GO:0051480386481.83 × 10−70.000323regulation of cytosolic calcium ion concentration
GO:0030198404471.67 × 10−60.002948extracellular matrix organization
GO:0007204347438.69 × 10−70.001532positive regulation of cytosolic calcium ion concentration
GO:0007160249341.37 × 10−60.002416cell-matrix adhesion
GO:0050920234322.69 × 10−60.004737regulation of chemotaxis
GO:0060402181273.06 × 10−60.005396calcium ion transport into cytosol
GO:0051209144235.07 × 10−60.008948release of sequestered calcium ion into cytosol
GO:00024072594.71 × 10−60.008312dendritic cell chemotaxis
GO:00713131065.24 × 10−60.009242cellular response to caffeine
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Wertheim-Tysarowska, K.; Osipowicz, K.; Gielniewski, B.; Wojtaś, B.; Szabelska-Beręsewicz, A.; Zyprych-Walczak, J.; Mika, A.; Tysarowski, A.; Duk, K.; Rygiel, A.M.; et al. The Epidermal Transcriptome Analysis of a Novel c.639_642dup LORICRIN Variant-Delineation of the Loricrin Keratoderma Pathology. Int. J. Mol. Sci. 2023, 24, 9459. https://doi.org/10.3390/ijms24119459

AMA Style

Wertheim-Tysarowska K, Osipowicz K, Gielniewski B, Wojtaś B, Szabelska-Beręsewicz A, Zyprych-Walczak J, Mika A, Tysarowski A, Duk K, Rygiel AM, et al. The Epidermal Transcriptome Analysis of a Novel c.639_642dup LORICRIN Variant-Delineation of the Loricrin Keratoderma Pathology. International Journal of Molecular Sciences. 2023; 24(11):9459. https://doi.org/10.3390/ijms24119459

Chicago/Turabian Style

Wertheim-Tysarowska, Katarzyna, Katarzyna Osipowicz, Bartłomiej Gielniewski, Bartosz Wojtaś, Alicja Szabelska-Beręsewicz, Joanna Zyprych-Walczak, Adriana Mika, Andrzej Tysarowski, Katarzyna Duk, Agnieszka Magdalena Rygiel, and et al. 2023. "The Epidermal Transcriptome Analysis of a Novel c.639_642dup LORICRIN Variant-Delineation of the Loricrin Keratoderma Pathology" International Journal of Molecular Sciences 24, no. 11: 9459. https://doi.org/10.3390/ijms24119459

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