Abstract
Although splicing errors due to single nucleotide variants represent a common cause of monogenic disorders, only a few variants have been shown to create new splice sites in exons. Here, we report an MAP3K1 splice variant identified in two siblings with 46,XY disorder of sex development. The patients carried a maternally derived c.2254C>T variant. The variant was initially recognized as a nonsense substitution leading to nonsense-mediated mRNA decay (p.Gln752Ter); however, RT-PCR for lymphoblastoid cell lines showed that this variant created a new splice donor site and caused 39 amino acid deletion (p.Gln752_Arg790del). All transcripts from the variant allele appeared to undergo altered splicing. The two patients exhibited undermasculinized genitalia with and without hypergonadotropism. Testosterone enanthate injections and dihydrotestosterone ointment applications yielded only slight increase in their penile length. Dihydrotestosterone-induced APOD transactivation was less significant in patients’ genital skin fibroblasts compared with that in control samples. This study provides an example of nonsense-associated altered splicing, in which a highly potent exonic splice site was created. Furthermore, our data, in conjunction with the previous data indicating the association between MAP3K1 and androgen receptor signaling, imply that the combination of testicular dysgenesis and androgen insensitivity may be a unique phenotype of MAP3K1 abnormalities.
Subject terms: Genetics, Diseases, Endocrinology, Medical research, Molecular medicine
Introduction
Splicing errors caused by single nucleotide variants (SNVs) in exons or introns account for a substantial percentage of the etiology of monogenic disorders1,2. Previous studies have suggested that ~ 10% of disease-associated SNVs in exons result in aberrant splicing3, although these variants are typically recognized as missense, nonsense, or silent substitutions. These exonic splice variants usually cause exon skipping by disrupting a splice donor/acceptor site or an exonic splicing enhancer, and in some cases, lead to exonization of a part of intronic sequences by reducing the activity of a native splice site1–5. Theoretically, SNVs in exons can create new splice donor or acceptor sites and thereby lead to intronization of part of the exons6. However, this type of splice variants has rarely been reported. Abramowicz et al. documented that among 26 exonic splice variants in the NF1 gene, only two generated new splice sites and caused partial exon deletion1.
The mitogen-activated protein kinase kinase kinase 1 gene (MAP3K1, NM_005921) is one of the causative genes for 46,XY disorders of sex development (DSD)7. To date, 19 pathogenic variants in MAP3K1 have been submitted to the Human Gene Mutation Database (https://www.hgmd.cf.ac.uk/ac/index.php)7–12. The majority of these variants were missense substitutions in exons 1–13. Pathogenic MAP3K1 variants are thought to exert gain-of-function effects, based on the results of in vitro functional assays performed for nine variants8,12,13. Patients with MAP3K1 pathogenic variants characteristically present with complete or partial testicular dysgenesis, indicating that the proper function of MAP3K1 is critical for testicular development7–12. However, considering the small number of previous reports, much remains to be clarified for the spectrum of genetic defects and phenotypes of MAP3K1 abnormalities. For example, Granados et al. reported an MAP3K1 variant-positive patient who exhibited 46,XY DSD and normal blood levels of gonadotropins and anti-Müllerian hormone (AMH)11, raising the question of whether testicular dysgenesis is the sole mechanism of 46,XY DSD in patients with MAP3K1 pathogenic variants. Here, we report two siblings with 46,XY DSD and a hitherto unreported MAP3K1 variant. This study provides a novel example of splice variants and broadens the phenotypic spectrum of MAP3K1 abnormalities.
Results
Identification of a rare MAP3K1 variant in two siblings with 46,XY DSD
Patients 1 and 2 were male siblings who were identified through mutation screening for 110 patients clinically diagnosed with 46,XY DSD. In this screening, 11 major causative genes for 46,XY DSD were examined using a next-generation sequencer (NGS) panel. We called nonsense, frameshift, and splice site variants, as well as missense substitutions which were assessed as deleterious/pathogenic by two or more of four in silico programs. Variants whose allele frequency in the general population is more than 1% were excluded as polymorphisms. Variants of interest were confirmed by Sanger sequencing.
As a result, we identified a c.2254C>T variant of MAP3K1 in patients 1 and 2 (Fig. 1A,B), together with several other pathogenic gene variants in other patients (data not shown). The MAP3K1 variant was recognized as a nonsense substitution (p.Gln752Ter) and was not found in the public databases. Sequence analysis of the patients’ family members revealed that the MAP3K1 variant was shared by the mother and the maternal grandmother, and was absent from the unaffected male individuals in this family (Fig. 1A,B).
Molecular analyses of patients 1 and 2
To exclude the possibility that 46,XY DSD of patients 1 and 2 resulted from a genetic or genomic abnormality other than the MAP3K1 variant, we performed whole exome sequencing and array-based comparative genomic hybridization (CGH) analysis. Whole exome sequencing detected no other variant that could explain the phenotype of the patients (Table S1). Similarly, CGH analysis identified no pathogenic copy-number variations in the genome.
Functional assessments of the MAP3K1 variant
We analyzed the functional characteristics of the MAP3K1 variant. Initially, this variant was recognized as a nonsense substitution in exon 13 that creates a premature termination codon (PTC) at the 752nd position in the armadillo repeat domain (p.Gln752Ter, Fig. 1B). Since the position of the PTC satisfied the condition for nonsense-mediated mRNA decay (NMD)5, the variant transcript was predicted to undergo early degradation. Hence, we analyzed total RNA samples extracted from immortalized lymphoblastoid cell lines of the patients and their mother. As a control, a sample from a cell line of an unaffected individual was also analyzed. RT-PCR was performed using a primer pair for exons 11 and 14 of MAP3K1. As shown in Fig. 1C, RT-PCR for the patients and their mother yielded products of two different sizes, while that for the control individual generated products of only one size. Sequence analysis revealed that the long and short PCR products of the patients and their mother were wild-type MAP3K1 and a variant transcript lacking 117 nucleotides of exon 13, respectively (Fig. 1C,D). These results indicate that the c.2254C>T variant created a new splice donor site in exon 13, and thereby caused intronization of the 3ʹ-part of this exon (Fig. 1D). Thus, this variant appeared to result in an in-frame deletion of 117 nucleotides in exon 13, that is, 39 amino acid deletion within the armadillo repeat domain (p.Gln752_Arg790del). Western blot analysis using cells transiently transfected with MAP3K1 expression vectors showed that the variant allele produced a protein of the expected size and amount (Fig. 1E). The variant was assessed as “likely pathogenic” according to American College of Medical Genomics guidelines (PM1, PM2, PM4, and PP1)14. Finally, we examined whether the MAP3K1 variant encodes an additional transcript that undergoes NMD. To this end, we treated the lymphoblastoid cell lines with cycloheximide, an inhibitor of NMD15,16. The results of RT-PCR remained unchanged after cycloheximide treatment (Fig. 1C). Specifically, we detected no transcripts containing the PTC.
In silico splice site prediction
To examine whether the c.2254C>T variant formed a new consensus sequence of a splice donor site, we performed in silico analysis using five programs. As shown in Table 1, the variant sequence was recognized as a splice donor site by all in silico programs, while the wild-type sequence and the other nucleotide substitutions at the same position (c.2254C>A and c.2254C>G) were predicted to have no splice site activity.
Table 1.
Program | Default threshold | Score of the wild-type sequence | Score of the variant sequence (c.2254C>T) | Score of c.2254C>A | Score of c.2254C>G |
---|---|---|---|---|---|
NNSPLICE | 0.40 | Not recognized as a splice site | 1.00 | Not recognized as a Splice site | Not recognized as a splice site |
ASSP | 4.50 | Not recognized as a splice site | 12.34 | Not recognized as a splice site | Not recognized as a splice site |
HSF | 80.00a | 62.92 | 90.06 | No potential alteration of splicing | No potential alteration of splicing |
MaxEnt | 5.00a | 1.09 | 8.85 | 0.66 | 1.20 |
SpliceRover | No data | Not recognized as a splice site | 0.931558 | Not recognized as a splice site | Not recognized as a splice site |
NNSPLICE, Splice Site Prediction by Neural Network (https://fruitfly.org/seq_tools/splice.html); ASSP, Alternative Splice Site Predictor (https://wangcomputing.com/assp/); HSF, Human Splicing Finder (https://hsf.genomnis.com/home); MaxEntScan (https://hollywood.mit.edu/burgelab/maxent/Xmaxentscan_scoreseq.html); and SpliceRover (https://bioit2.irc.ugent.be/splicerover/).
aThese thresholds are based on the previous report by Piton et al.38.
Clinical features of patients 1 and 2
We examined clinical records of patients 1 and 2. These individuals were born to non-consanguineous healthy parents (Fig. 1A). Allegedly, there was no additional DSD patient in this family. The mother and maternal grandmother had no brother. The proband (patient 1) exhibited hypospadias and micropenis at birth. He underwent urethroplasty and chordee repair at 11 months of age and received testosterone enanthate (TE) injection (25 mg/dose, 3 times) from 1.9 years of age. Then, he underwent the second urethroplasty at 2.1 years of age. At 2.4 years of age, he was referred to our hospital. Physical examination revealed hypospadias and borderline micropenis (Fig. 1A and Table 2), while endocrinological evaluation showed age-appropriate levels of gonadotropins, testosterone, and AMH (Table 2). He was otherwise healthy and had no uterus or vagina. He was subjected to further TE injection (25 mg/dose) and also treated with topical dihydrotestosterone (DHT) ointment for 3 months. However, these treatments barely increased his penile length (Table 2).
Table 2.
Patient 1 (III-1) | Patient 2 (III-2) | Reference range | |
---|---|---|---|
Karyotype | 46,XY | 46,XY | |
Social sex | Male | Male | |
Present age | 7.8 years | 5.5 years | |
Age at examination | 2.4 years | 6 months | |
Genital findings | |||
Testis size | 1.0 mL (bilateral) | < 1.0 mL (bilateral) | 1.3 ± 0.3 |
Hypospadias | Yes (penile type) | Yes (penile type) | |
Chordee | Yes | No data | |
Cryptorchidism | No | Bilateral (inguinal) | |
Penile length | 2.5–3.0 cm | 1.8 cm | 3.3 ± 0.4 (for patient 1); 3.1 ± 0.4 (for patient 2) |
(after TE 25 mg i.m., 3ʹ) | (after TE 25 mg i.m., 3ʹ) | ||
Uterus/vagina | Absent on MRI | Absent on MRI | |
Endocrine findings | |||
LH (IU/mL) | |||
Baselinea | < 0.3 | 6.6 | < 0.4 |
Peaka | 1.1 | 108.7 | 0.4–6.0 |
FSH (IU/mL) | |||
Baselinea | 1.1 | 71.3 | 0.6–3.0 |
Peaka | 8.0 | 238.5 | 6.3–15.6 |
Testosterone (nmol/L) | |||
Baselineb | < 0.10 | 1.56 | 0.10–0.45 |
Stimulatedb | 5.79 | 3.50 | > 6.93 |
DHT (nmol/L) | |||
Baselineb | Not measured | Not measured | |
Stimulatedb | 0.18 | 0.24 | No reference |
T/DHT ratio | |||
Stimulatedb | 9.3 | 4.2 | < 10.5 |
AMH (pmol/L) | |||
Baseline | 449.3 | 16.4 | 699 ± 245 (for patient 1); 793 ± 264 (for patient 2) |
Treatment | |||
Orchidopexy | No | 1.0 and 2.2 years | |
Urethroplasty | 11 months and 2.1 years | 3.2 years | |
Chordee repair | 11 months | No | |
Penile length after Tx | 3.0 cm at 3.5 years after further Tx with TE 25 mg i.m., 1ʹ and DHT topical ointment for 3 months | 2.3 cm at 2.3 years after further Tx with TE 25 mg i.m., 2ʹ and DHT topical ointment for 5 months | 3.4 ± 1.0 (for patient 1); 3.3 ± 0.4 (for patient 2) |
TE, testosterone enanthate; MRI, magnetic resonance imaging; LH, luteinizing hormone; FSH, follicle stimulating hormone; T, testosterone; DHT, dihydrotestosterone; AMH, anti Müllerian hormone; and Tx, treatment.
aBasal and peak values during a gonadotropin releasing hormone stimulation test (100 µg/m2 [max. 100 µg] bolus i.v.; blood sampling at 0, 30, 60, 90, and 120 min).
bBasal and stimulated values in a human chorionic gonadotropin stimulation test (3000 IU/m2/dose [max. 5000 IU] i.m. for 3 consecutive days; blood sampling on days 1 and 4).
Patient 2 was the younger brother of patient 1. Patient 2 manifested hypospadias, bilateral cryptorchidism, and micropenis at birth. He received TE injection (25 mg/dose, 3 times) from 2 months of age, and underwent orchidopexy. He was referred to our hospital at 6 months of age with his brother (patient 1). Physical examination revealed hypospadias, cryptorchidism, and micropenis without uterus or vagina (Table 2, Fig. 1A). Endocrine examinations revealed typical features of testicular dysfunction, i.e., a low AMH level, an impaired testosterone response to human chorionic gonadotropin stimulation, and markedly elevated levels of basal and stimulated gonadotropins (Table 2). Further TE injection (25 mg/dose, two times) and topical DHT ointment application for 5 months yielded only ~ 0.5 cm increase in the penile length (Table 2). The patient underwent orchidopexy at 1.0 and 2.2 years of age, and urethroplasty at 3.2 years of age.
At their latest visit, patients 1 and 2 were 7.8 and 5.5 years of age, respectively. They were healthy. Testicular ultrasound examinations showed no signs of tumor. Testicular biopsy was not conducted for these individuals.
APOD induction assay using genital skin fibroblasts of the patients
The clinical features of patients 1 and 2 were indicative of a compromised response of the androgen receptor (AR) to androgens. Thus, to predict the function of AR, we conducted an APOD induction assay using cultured genital skin fibroblasts17. As a result, we found that DHT-induced APOD transactivation was less significant in cells of patients 1 and 2 compared with that in cells of three control individuals (Fig. 1F).
Discussion
We identified a “likely pathogenic” MAP3K1 variant in two siblings with 46,XY DSD. The c.2254C>T variant was initially recognized as a nonsense substitution leading to NMD. However, the results of RT-PCR suggested that this variant created a novel splice donor site which caused an in-frame deletion of 39 amino acids in the armadillo repeat domain. In this regard, previous studies of pathogenic MAP3K1 variants have shown that several missense substitutions in the armadillo repeat domain exert high in vitro activity12. Thus, the 39 amino acid deletion in this domain may also enhance the function of MAP3K1, although this notion needs to be validated in future studies. Of note, the c.2254C>T variant corresponds to nonsense-associated altered splicing (NAS), one of the mRNA surveillance mechanisms to protect against the deleterious effects of PTCs5. To date, only a few cases with NAS have been reported18–22. Most of these cases caused exon skipping; however, in one case21, NAS created a new splice donor site similar to that in our case. Our results indicate that NAS can generate a mutant protein with a unique functional property.
It is worth mentioning that no PTC-containing transcript was detected in the patients’ cell lines even after cycloheximide treatment. These findings indicate that virtually all transcripts from the variant-positive allele were spliced at the new splice donor site. Consistent with this, the five in silico programs invariably predicted that the variant sequence is a splice donor site, whereas the wild-type sequence and the other two nucleotide substitutions at the same position have no splice site activity. These data suggest that in silico analyses are useful to identify splice mutations among all exonic SNVs. Moreover, our results provide evidence that an SNV can create a highly potent splice site in a genomic region, which usually has no splice site activity. However, given the limited number of previous reports18–22, generation of new exonic splice sites by SNVs, including NAS, appears to be a rare event in the human genome. Since it is known that splice site activity is determined both by the local sequence and by the genomic environment23, the new splice site in our case may be associated with favorable genomic circumstances.
The present study provides novel insight into the clinical manifestation of MAP3K1 abnormalities. While patient 2 exhibited hypergonadotropic hypogonadism similar to that of previously reported patients with pathogenic MAP3K1 variants7–11, patient 1 manifested undermasculinized external genitalia in combination with normal blood levels of gonadotropins and AMH. The phenotype of patient 1 is more consistent with impaired androgen sensitivity or defective genital organogenesis than testicular dysgenesis. Such a phenotype has also been observed in one patient with the MAP3K1 p.Ala5dup variant (the proband of Family 1 reported by Granados et al.11). Importantly, micropenis of our patients was barely improved by TE injections and DHT ointment applications. The poor response of these patients to TE injections is in sharp contrast to the data of other cases with hypospadias or micropenis of various etiologies; these cases typically exhibit penile increment of 0.3–0.6 cm per injection24,25. It is known that most patients with micropenis due to testosterone deficiency are highly responsive to androgen treatment26. Therefore, although there is no doubt that testicular dysgenesis is the major cause of 46,XY DSD in patients with MAP3K1 pathogenic variants7–11, other steps of male sex development may also be affected in these patients. In particular, MAP3K1 abnormalities may perturb the AR signaling in the developing genitalia, because previous studies documented signal crosstalk between MAP3K1 and AR in prostate cancer27,28 and altered AR expression of cells transfected with a mutant MAP3K129. Consistent with this, DHT-induced APOD transactivation, a biological marker of AR function17, was less significant in cultured genital skin fibroblasts of our patients compared with that in cells of the control individuals. However, since there is no previous report of TE injections or DHT ointment applications for patients with MAP3K1 pathogenic variants, it remains unknown whether an impaired response to exogenous androgens is a consistent feature of these patients. Moreover, the precise role of MAP3K1 in the AR signaling pathway is yet to be clarified.
In summary, this study provides a novel example of NAS, in which a highly potent splice donor site was created in an exon. Furthermore, our data, in conjunction with the previous data indicating the association between MAP3K1 and AR signaling27–29, imply that the combination of testicular dysgenesis and androgen insensitivity may be a unique phenotype of patients with MAP3K1 abnormalities.
Methods
Ethical approval
The study was approved by the Institutional Review Board Committee at the National Center for Child and Development and performed after obtaining informed consent from the patients’ parents. All methods were performed in accordance with the relevant guidelines and regulations.
Mutation screening for 110 patients with 46,XY DSD
Mutation screening was performed for 110 patients clinically diagnosed with 46,XY DSD. We analyzed 11 major causative genes for 46,XY DSD (AR, CBX2, DHH, GATA4, MAP3K1, NR5A1, SOX9, SRY, SRD5A2, WT1, and ZFPM2) using a custom made NGS gene panel. The library was constructed using a HaloPlex kit (Agilent Technologies, Santa Clara, CA, USA) and sequence data were obtained using MiSeq or HiSeq 2000 (Illumina, San Diego, CA, USA). The sequencing reads were mapped by BWA (version 0.7.12) using Human GRCh37/hg19 (UCSC Genome Browser) as the reference. Base quality calibration was carried out by GATK (version 3.5). Functional consequences of missense variants were assessed using four in silico programs, i.e., Combined Annotation Dependent Depletion (CADD, https://cadd.gs.washington.edu/), PolyPhen-2 (https://genetics.bwh.harvard.edu/pph2/), Sorting Intolerant From Tolerant (SIFT, https://sift.jcvi.org/), and MutationTaster (https://www.mutationtaster.org/). Variants of interest were subjected to Sanger sequencing. The frequency of variants in the general population was examined by the Genome Aggregation Database (genomAD, https://gnomad.broadinstitute.org/), the Human Genetic Variation Database (https://www.hgvd.genome.med.kyoto-u.ac.jp/) and the 2,049 Japanese genome reference panel (2KJPN)30.
Whole exome sequencing for patients 1 and 2
Whole exome sequencing was carried out for patients 1 and 2 using the SureSelect Human All Exon V6 kit (Agilent Technologies) and HiSeq 2000. The methods of NGS data analysis are described above. We referred to the NCBI database (https://www.ncbi.nlm.nih.gov/) to examine whether detected variants have previously been associated with 46,XY DSD.
Array-based CGH analysis
CGH analysis was performed using a catalog human array (4 × 180 K format, Agilent Technologies). The results were analyzed using Agilent Genomic Workbench 7.0 (Agilent Technologies). We referred to the Database of Genomic Variants (https://dgv.tcag.ca/dgv/app/home) to exclude benign copy-number variations.
RT-PCR using lymphoblastoid cell lines
Epstein-Barr virus transformed lymphoblastoid cell lines were generated from peripheral blood samples of patients 1 and 2, the mother, and an unaffected control individual. Total RNA was extracted from the cell lines using the RNeasy Mini Kit (QIAGEN, Hilden, Germany). RT-PCR was performed by SuperScript III Reverse Transcriptase (ThermoFisher Scientific, Waltham, MA, USA) and KOD One (TOYOBO, Tokyo, Japan) using a primer pair on MAP3K1 exons 11 (5′-CCAGCCAGTTGTAGACACC-3′) and 14 (5′-TGTCCTGTTGACCATCCAAA-3′). RT-PCR products were subjected to Sanger sequencing.
Furthermore, to detect transcripts that are subjected to NMD, we treated the cell lines with cycloheximide15. The cells were cultured in media containing 100 μg/mL cycloheximide (Sigma-Aldrich, St. Louis, MO, USA) for 8 h before harvesting.
Western blot analysis of transfected MAP3K1
An expression vector for the full-length wild-type MAP3K1 (FHC3013E) was purchased from Kazusa DNA Research institute (Chiba, Japan). An expression vector for the c.2254C>T variant was created by mutagenesis using the In-Fusion HD cloning kit (Takara Bio, Shiga, Japan). These vectors were transfected into 293T cells by electroporation using the 4D-Nucleofector System (Lonza, Allendale, NJ, USA). We used the pDsRed-Monomer-N1 vector (Takara Bio) to confirm the transfection efficacy. After 24 h culture, the cells were harvested and subjected to protein extraction. Western blotting was performed by standard protocols. MAP3K1 proteins were detected using an anti-MEKK1 antibody (A302-395A, Thermo Fisher Scientific). As a loading control, GAPDH was detected using an antibody (D16H11, Cell Signaling Technology, Danvers, MA, USA). The entire procedure was performed twice.
In silico splice site prediction
To examine whether the c.2254C>T sequence is consistent with a splice donor site, we performed in silico analysis using five programs, i.e., Splice Site Prediction by Neural Network (NNSPLICE, https://fruitfly.org/seq_tools/splice.html)31, Alternative Splice Site Predictor (ASSP, https://wangcomputing.com/assp/)32, Human Splicing Finder (HSF, https://www.umd.be/HSF3/)33, MaxEntScan (https://hollywood.mit.edu/burgelab/maxent/Xmaxentscan_scoreseq.html)34 and SpliceRover (https://bioit2.irc.ugent.be/splicerover/)35. For HSF and MaxEntScan, we submitted the variant information and 9 bp sequence around the variant, respectively. For the remaining programs, we submitted a 2,064 bp sequence consisting of intron 12, exon 13, intron 13 and exon 14 of MAP3K1. We also predicted the splice site activity of the wild-type sequence and the other nucleotide substitutions at the same position (c.2254C>A and c.2254C>G).
APOD induction assay using genital skin fibroblasts
Genital skin samples were obtained from patients 1 and 2 during surgery for hypospadias. The APOD induction assay was performed as described previously36. In brief, total RNA samples were extracted from cultured genital skin fibroblasts after 72 h treatment with DHT (final concentration of 1 nM, Sigma-Aldrich) or methanol. Expression levels of APOD were measured by real-time PCR using a TaqMan gene expression assay kit (Hs00155794_m1; Thermo Fisher Scientific). GAPDH (4326317E; Thermo Fisher Scientific) was used as the internal control. As reference samples, genital skin fibroblasts obtained from three boys with buried penis were utilized. The assay was performed in duplicate for each sample and repeated twice.
Supplementary information
Acknowledgements
We thank Drs. M. Iwahashi-Odano, K. Nakao, and S. Narumi from National Research Institute for Child Health and Development and Dr. K. Suzuki from Wakayama Medical University for their fruitful discussion.
Author contributions
M.I., T.O. and M.F. contributed to the study conception and design. M.I, Y.M., M.M. T.O. and M.F. participated in the acquisition of laboratory data. Y.M., Y.H., K.K., R.H., and Y.O. participated in the acquisition of clinical samples and phenotypic information. H.S., Y. K-F., M.M., T.O. and M.F. participated in interpretation of data. M.I, T.O. and M.F. drafted the manuscript. All authors have critically reviewed the manuscript and approved the final version.
Funding
This study was supported by the Grants-in-Aid from JSPS (17H06428, 16K09979, 17J40246, 17K11194, and 20H00539), from AMED (20ek0109464h0001 and 20ek0109301) and from Takeda Science Foundation.
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Tsutomu Ogata, Email: tomogata@hama-med.ac.jp.
Maki Fukami, Email: fukami-m@ncchd.go.jp.
Supplementary information
is available for this paper at 10.1038/s41598-020-74405-1.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.