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Research ArticleExperimental Studies

Association of hsa-mir-328-3p Expression in Whole Blood With Optical Density of Retinal Pigment Epithelial Cells

EDITA KUNCEVICIENE, BRIGITA BUDIENE, ALINA SMALINSKIENE, ALVITA VILKEVICIUTE and RASA LIUTKEVICIENE
In Vivo March 2021, 35 (2) 827-831; DOI: https://doi.org/10.21873/invivo.12323
EDITA KUNCEVICIENE
1Institute of Biology Systems and Genetics Research, Lithuanian University of Health Sciences, Kaunas, Lithuania;
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  • For correspondence: edita.kunceviciene@lsmuni.lt
BRIGITA BUDIENE
2Department of Ophthalmology, Lithuanian University of Health Sciences, Medicine Academy, Kaunas, Lithuania;
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ALINA SMALINSKIENE
1Institute of Biology Systems and Genetics Research, Lithuanian University of Health Sciences, Kaunas, Lithuania;
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ALVITA VILKEVICIUTE
2Department of Ophthalmology, Lithuanian University of Health Sciences, Medicine Academy, Kaunas, Lithuania;
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RASA LIUTKEVICIENE
2Department of Ophthalmology, Lithuanian University of Health Sciences, Medicine Academy, Kaunas, Lithuania;
3Neuroscience Institute, Lithuanian University of Health Sciences, Medicine Academy, Kaunas, Lithuania
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Abstract

Aim: To investigate the association of the pair box 6 gene (PAX6) and hsa-miR-328-3p with optical density of macular pigment. Materials and Methods: We evaluated 112 individuals (34 with moderate myopia, eight with high-degree myopia, and 70 healthy individuals). The optical density of macular pigment was measured using single-wavelength reflectometry. DNA and RNA were extracted from whole blood samples. Expression of hsa-miR-328-3p and genotyping of single-nucleotide polymorphism of PAX6 (rs662702) were performed using Applied Biosystems 7900HT real-time polymerase chain reaction system. Optical density of retinal pigment epithelial cells was evaluated using Fundus plus camera. Results: In the group with myopia, with increasing ∆Ct hsa-miR-328-3p, the median optical density of the retinal pigment epithelium decreased statistically significantly (p<0.032). No statistically significant association was found between SNP rs662702 genotype variant of the PAX6 gene and the optical density of the retinal pigment epithelium. Conclusion: The increased expression of hsa-miR-328-3p in the blood indicates a decrease in the optical density of the retinal pigment epithelium in those with myopia.

  • hsa-miR-328-3p
  • PAX6
  • myopia
  • retinal pigment epithelial cell
  • optical density

Myopia is the most common refractive eye disorder in which parallel light rays pass through the eye’s optical system to form an image in front of the retina. The cause of this disorder may be an elongated eyeball or excessive lens refractive power (1).

According to histopathological studies, pathological myopia involves excessive and progressive elongation of the globe, with consequential thinning of the retina at the posterior pole. In vivo measurements of retinal thickness have become possible with the availability of modern imaging technologies, starting investigations of the relationship between myopia and retinal thickness (2-4). Although some earlier in vivo imaging studies (5-7) have not found any associations between the retinal thickness and axial length of the eye, in contrast to histopathological findings, the latest studies have demonstrated an inverse relationship between axial length and total average macular thickness, using relatively high scanning resolution and large samples (2-4).

Macular pigment is protective against macular degenerations (8); the highest concentration of macular pigment is found in the central macula, where it functions as a powerful antioxidant (9) and acts as a filter of actinic high-energy (short-wavelength) blue light before it reaches the photoreceptors or the retinal pigment epithelium, thus limiting photo-oxidative damage to retinal cells (10, 11). Studies have shown the association between the optical density of macular pigment and axial length in individuals with myopia. Patients with a high degree of myopia may possibly have macular degenerative changes. Disorders of druse accumulation and retinal pigment epithelial pigmentation can be detected in the retinal macula. A scientific publication has described that the lower the optical density of the retinal macula pigment is, the lower is the protective factor against macular degeneration (8).

Experimental studies with laboratory animals have shown that the pair box 6 gene (PAX6) is important in the central nervous system and ocular development, as well as in the lens and retinal differentiation (12); and mutations in this gene may be directly associated with aniridia, cataracts, and high-degree myopia (13, 14). Functional studies have shown that mutations reduce the potential for transcriptional activation of the PAX6 gene through DNA binding domains (15), which function as regulators in the gene transcript (14). Bioinformatics methods have found that the rs662702 single nucleotide polymorphism (SNP) of PAX6 gene coincides with microRNA-328 (miR-328) binding site (12). Studies have shown that the rs662702 risky allele (C) of the PAX6 gene may interact with miR-328 and increase the expression of transforming growth factor-ß3 in retinal pigment epithelial cells (RPECs) and may also increase the expression of matrix metalloproteinase, which is involved in normal physiological processes of the extracellular matrix by regulating connective tissue remodeling, and can lead to an extension of the eyeball (16). This risky allele has also been found to mediate miR-328 binding to the 3’-UTR transcript, which causes inhibition of PAX6 protein translation (17).

The 2-kb miR-328 promoter region, present in the JASPAR database (18), contains retinoic acid-responsive elements and appears to be able to regulate miR-328 expression. RPECs treated with different doses of retinoic acid exhibit markedly increased miR-328 expression and inhibition of PAX6 gene expression (19).

Previous case–control studies have shown significant differences in Homo sapiens miR-328-3p (hsa-miR-328-3p) expression between patients with myopia and controls (20). Therefore, it was relevant to examine in vivo the associations between hsa-miR-328-3p and RPECs, as well as the PAX6 gene and RPEC optical density. The results may imply their interaction playing a role in changes in the formation of the RPEC layer which are observed in patients with a high degree of myopia.

Materials and Methods

Ethics statement. Permission (number BE-2-48) to undertake the study was obtained from Kaunas Regional Biomedical Research Ethics Committee. The procedure and purpose of the study were explained to participants and their informed consent to participation was obtained.

Study sample. Expression of hsa-miR-328-3p and PAX6 genotyping of SNP rs662702 was studied in 112 twins registered at the Twin Center of Lithuanian University of Health Sciences. Based on the available eye refraction results, the first-borns from the twin pairs were selected. Two groups were formed: i) Patients with moderate-/high-grade myopia (N=42) and ii) a control group with no refractive disorder (N=70) (Table I). Patients with cardiovascular disease (arrhythmia, atrial fibrillation) or a respiratory disease (asthma, lung cancer, respiratory tract infection), which are associated with changes in hsa-miR-328-3p expression, were excluded from the study. No significant differences were found between the patient and control groups with respect to age and gender (p>0.05). Values of spherical equivalents for both eyes differed significantly between the myopia and control groups (p<0.001).

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Table I.

Characteristics of participants in the hsa-miR-328-3p expression study.

Refraction studies. Refraction studies were performed using an autorefractometer (Accuref-K9001; Shin-Nippon, Tokyo, Japan) with 1% cyclopentolate solution. The mean spherical equivalent (SFE) of the eye refraction was calculated using the standard formula: SFE=sphere + (cylinder/2).

Individuals with refractive SFE in at least one eye ≥–0.5 D were assigned to the myopia group. Individuals with refractive error in both eyes with an SFE of between −0.49 and 0.49 D were assigned to the control (emetropia) group.

The degree of myopia was also defined by the intensity of the corrective lens or the optical power that focused the image on the retina. The results of the eye examinations were recorded using standardized forms.

Genotyping of SNP. Genotyping kits developed by Applied Biosystems (Waltham, MA, USA) were used for PAX6 gene SNP study. The assays were performed using the telomere length-polymerase chain reaction method (PAX6 rs662702 C_898192_10; HT 7900; Applied Biosystems, Foster City, CA, USA). Data were analyzed using the Applied Biosystems 7500 Real-Time PCR System User Manual.

miRNA expression. Blood for miRNA expression assays was collected in special Tempus™ Blood RNA Tubes (ThermoFisher Scientific, Waltham, MA, USA) with stabilizer and frozen at –80°C until the beginning of the assays. The assays utilized Taqman® Advanced miRNA Assay primer set with specific miRNA primers to the cDNA (ThermoFisher Scientific), which consisted of two primers for amplifying the miRNA cDNA region of interest and one probe unique to the sequence used to detect the desired miRNA. Hsa-miR-328-3p expression results were evaluated using exogenous (ath-miR-159a) and endogenous controls (ath-miR-16) according to the TaqMan Advanced miRNA Assays (ThermoFisher Scientific) protocol. The Δ cycle threshold (ΔCT) method was used for the relative quantitative analysis of hsa-miRNA-328-3p expression in control and myopia groups according to formulae: i) ∆CT (control)=CT (target miRNA) − CT (reference miRNA); iii) ∆CT (test samples)=CT (target miRNA) − CT (reference miRNA) (21).

RPEC optical density measurements. RPEC optical density was measured using a Fundus plus camera; the measurements were taken at the center of the macula. Macular pigment optical density was measured using single-wavelength reflectometry (Visucam 500; Carl Zeiss Meditec AG, Jena, Germany).

Analysis of SNP genotyping of and miRNA expression. The chi-square test or Fisher’s bidirectional criterion was used to evaluate the distribution of variants of the PAX6 gene polymorphisms.

For comparison of hsa-miR-328-3p expression between myopia and control groups, the significance level was obtained by Student’s t-test. To determine the association of the PAX6 gene with hsa-miR-328-3p expression, four miRNA expression groups were clustered on the basis of quartiles of ∆CT hsa-miR-328-3p value: Group 1: from –12.42 to –9.00; group 2: from –8.99 to –5.20; group 3: from –5.19 to 0.99; group 4: from –1 to 4.00.

Results

A study of the PAX6 gene SNP rs662702 and optical density of the RPEC layer in the myopia and control groups showed no significant asso ciation (Table II). However, median RPEC optical density values were found to be significantly different by ∆CT hsa-miR-328-3p in the myopia group as measured in both eyes (Table III): As the values of ∆CT hsa-miR-328-3p increased, the median optical density of the RPEC layer decreased.

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Table II.

Associations of the pair box 6 (PAX6) gene rs662702 genotypes with optical density of the retinal pigment epithelial cell layer (RPEC OD). Data are the median (range).

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Table III.

Association of Homo sapiens miR-328-3p expression with optical density of the retinal pigment epithelial cell layer (RPEC OD). Four hsa-miR-328-3p miRNA expression groups were clustered on the basis of quartiles of the ∆CT value: Group 1: from –12.42 to –9.00; group 2: from –8.99 to –5.20; group 3: from –5.19 to 0.99; group 4: from –1 to 4.00. Data are the median (range).

No significant associations were found in the distribution of the SNP rs662702 of the PAX6 gene between all grades of myopia and the control group (p>0.05). However, significant differences between the PAX6 gene (rs662702) TT and CT genotypes were detected in moderate and high degree myopia and the risky C allele increased the risk of myopia. The distribution of PAX6 genotypes between myopia and control group is described in our previous studies (20).

Discussion

Visual signals originate from retinal photoreceptor and RPECs (22). Studies of the interaction between RPE and scleral cells provide a wealth of information on the development of myopia. Researchers have found that miR-328 is present in the ocular tissues of mice (22, 23). In studies on RPECs in which PAX6 gene expression was inhibited, it was observed that significant changes in the proliferation of biomarkers for myopia in RPECs and sclerosis began to occur. Changes observed in expression of transforming growth factor beta 3, matrix metalloproteinase 2 and integrin β1, which are important in ocular remodeling, might lead to ocular axis changes that would result in myopia (22).

The PAX6 gene is responsible for retinal differentiation (12), therefore it is thought that individuals with the PAX6 gene SNP rs662702 with the risky C allele may have different RPEC optical density compared to individuals without this allele.

A study of miR-328 and PAX6 gene expression levels in RPE and scleral cells showed that with increasing miR-328 expression, PAX6 gene expression decreased in scleral cells but its increase was observed in RPECs (22). Another study was performed with inhibition of PAX6 gene expression using different concentrations of miR-328 in RPECs. This study revealed that a decrease in PAX6 gene expression is dependent on increasing miR-328 concentration (19).

In our study of the association of PAX6 SNP rs662702 with RPEC optical density, we found no significant differences between individuals with myopia and controls. Therefore, it would appear that PAX6 has no association with RPEC layer formation; however, we found that with increasing expression of hsa-miR-328-3p, which participates in regulation of PAX6 gene expression, the median optical density of RPECs decreased in the group with myopia (p<0.05). Of course, it should be noted that PAX6 genotyping was performed in a small sample and this may have distorted the results, but a significant association of ∆CT hsa-miR-328-3p with reduced RPEC optical density shows that a higher expression of hsa-miR-328-3p through PAX6 may affect the formation of the RPEC layer, and retinal thickness. Zereid and Osuagwu found regional differences in the thickness of the retinal layer of healthy eyes, which was dependent on central refraction. This is important when interpreting retinal nerve fiber layer thickness in myopia and disease management (24).

Our study may explain the reason for different retinal thickness between myopic and healthy patients through the mechanism of hsa-miR-328-3p. Our recommendations would be to perform more PAX6 genotyping studies and with larger samples.

Conclusion

The increased expression of hsa-miR-328-3p in the blood indicates a decrease in the optical density of RPEC layer in individuals with myopia.

Footnotes

  • Authors’ Contributions

    EK, BB, RL analyzed the data EK, AS, AV wrote the manuscriptx EK, AS developed the structure for the paper AS, RL made critical revisions All Authors approved the final article

  • This article is freely accessible online.

  • Conflicts of Interest

    Proprietary interests or conflicts: None of the Authors has any proprietary interests or conflicts of interest related to this submission. This submission has not been previously published anywhere, and it is not under consideration for any other publication.

  • Received September 3, 2020.
  • Revision received December 3, 2020.
  • Accepted December 8, 2020.
  • Copyright© 2021, International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved

References

  1. ↵
    1. Holden BA,
    2. Wilson DA,
    3. Jong M,
    4. Sankaridurg P,
    5. Fricke TR,
    6. Smith III EL and
    7. Resnikoff S
    : Myopia: A growing global problem with sight-threatening complications. Community Eye Health 28(90): 35, 2015. PMID: 26692649.
    OpenUrl
  2. ↵
    1. Lam DS,
    2. Leung KS,
    3. Mohamed S,
    4. Chan WM,
    5. Palanivelu MS,
    6. Cheung CY,
    7. Li EY,
    8. Lai RY and
    9. Leung CK
    : Regional variations in the relationship between macular thickness measurements and myopia. Invest Ophthalmol Vis Sci 48: 376-382, 2007. PMID: 17197557. DOI: 10.1167/iovs.06-0426
    OpenUrlAbstract/FREE Full Text
    1. Song WK,
    2. Lee SC,
    3. Lee ES,
    4. Kim CY and
    5. Kim SS
    : Macular thickness variations with sex, age, and axial length in healthy subjects: a spectral domain-optical coherence tomography study. Invest Ophthalmol Vis Sci 51: 3913-3918, 2010. PMID: 20357206. DOI: 10.1167/iovs.09-4189
    OpenUrlAbstract/FREE Full Text
  3. ↵
    1. Duan XR,
    2. Liang YB,
    3. Friedman DS,
    4. Sun LP,
    5. Wong TY,
    6. Tao QS,
    7. Bao L,
    8. Wang NL and
    9. Wang JJ
    : Normal macular thickness measurements using optical coherence tomography in healthy eyes of adult Chinese persons: The Handan Eye Study. Ophthalmology 117: 1585-1594, 2010. PMID: 20472290. DOI: 10.1016/j.ophtha.2009.12.036
    OpenUrlCrossRefPubMed
  4. ↵
    1. Lim MC,
    2. Hoh ST,
    3. Foster PJ,
    4. Lim TH,
    5. Chew SJ,
    6. Seah SK and
    7. Aung T
    : Use of optical coherence tomography to assess variations in macular retinal thickness in myopia. Invest Ophthalmol Vis Sci 46: 974-978, 2005. PMID: 15728555. DOI: 10.1167/iovs.04-0828
    OpenUrlAbstract/FREE Full Text
    1. Wakitani Y,
    2. Sasoh M,
    3. Sugimoto M,
    4. Ito Y,
    5. Ido M and
    6. Uji Y
    : Macular thickness measurements in healthy subjects with different axial lengths using optical coherence tomography. Retina 23: 177-182, 2003. PMID: 1270759. DOI: 10.1097/00006982-200304000-00007
    OpenUrlCrossRefPubMed
  5. ↵
    1. Zou H,
    2. Zhang X,
    3. Xu X and
    4. Yu S
    : Quantitative in vivo retinal thickness measurement in chinese healthy subjects with retinal thickness analyzer. Invest Ophthalmol Vis Sci 47: 341-347, 2006. PMID: 16384983. DOI: 10.1167/iovs.05-0480
    OpenUrlAbstract/FREE Full Text
  6. ↵
    1. Tong N,
    2. Zhang W,
    3. Zhang Z,
    4. Gong Y,
    5. Wooten B and
    6. Wu X
    : Inverse relationship between macular pigment optical density and axial length in Chinese subjects with myopia. Graefes Arch Clin Exp Ophthalmol 251: 1495-1500, 2013. PMID: 23224230. DOI: 10.1007/s00417-012-2225-z
    OpenUrlCrossRef
  7. ↵
    1. Khachik F,
    2. Bernstein PS and
    3. Garland DL
    : Identification of lutein and zeaxanthin oxidation products in human and monkey retinas. Invest Ophthalmol Vis Sci 38: 1802-1811, 1997. PMID: 9286269.
    OpenUrlAbstract/FREE Full Text
  8. ↵
    1. Snodderly DM,
    2. Auran JD and
    3. Delori FC
    : The macular pigment. II. Spatial distribution in primate retinas. Invest Ophthalmol Vis Sci 25: 674-685, 1984. PMID: 6724837.
    OpenUrlAbstract/FREE Full Text
  9. ↵
    1. Snodderly DM
    : Evidence for protection against age-related macular degeneration by carotenoids and antioxidant vitamins. Am J Clin Nutr 62: 1448-1461, 1995. PMID: 7495246. DOI: 10.1093/ajcn/62.6.1448S
    OpenUrlCrossRef
  10. ↵
    1. Liang CL,
    2. Hsi E,
    3. Chen KC,
    4. Pan YR,
    5. Wang YS and
    6. Juo SH
    : A functional polymorphism at 3’-UTR of the PAX6 gene may confer risk for extreme myopia in Chinese. Invest Ophthalmol Vis Sci 52: 3500-3505, 2011. PMID: 21421876. DOI: 10.1167/iovs.10-5859
    OpenUrlAbstract/FREE Full Text
  11. ↵
    1. Glaser T,
    2. Jepeal L,
    3. Edwards JG,
    4. Young SR,
    5. Favor J and
    6. Maas RL
    : PAX6 gene dosage effect in a family with congenital cataracts, aniridia, anophthalmia and central nervous system defects. Nat Genet 7: 463-471, 1994. PMID: 7951315. DOI: 10.1038/ng0894-463
    OpenUrlCrossRefPubMed
  12. ↵
    1. Tsonis PA and
    2. Fuentes EJ
    : Focus on molecules: Pax-6, the eye master. Exp Eye Res 83: 233-234, 2006. PMID: 16563385. DOI: 10.1016/j.exer.2005.11.019
    OpenUrlCrossRefPubMed
  13. ↵
    1. Yu Y,
    2. Huang L,
    3. Wang B,
    4. Zhang C,
    5. Bai Y and
    6. Li X
    : COL8A1 rs13095226 polymorphism shows no association with neovascular age-related macular degeneration or polypoidal choroidal vasculopathy in Chinese subjects. Int J Clin Exp Pathol 8(9): 11635-11640, 2015. PMID: 26617902.
    OpenUrl
  14. ↵
    1. Wojciechowski R
    : Nature and nurture: the complex genetics of myopia and refractive error. Clin Genet 79: 301-320, 2011. PMID: 21155761. DOI: 10.1111/j.1399-0004.2010.01592.x
    OpenUrlCrossRefPubMed
  15. ↵
    1. Wang Y,
    2. Li W,
    3. Zang X,
    4. Chen N,
    5. Liu T,
    6. Tsonis PA and
    7. Huang Y
    : MicroRNA-204-5p regulates epithelial-to-mesenchymal transition during human posterior capsule opacification by targeting SMAD4. Invest Ophthalmol Vis Sci 54: 323-332, 2013. PMID: 23221074. DOI: 10.1167/iovs.12-10904
    OpenUrlAbstract/FREE Full Text
  16. ↵
    1. Portales-Casamar E,
    2. Thongjuea S,
    3. Kwon AT,
    4. Arenillas D,
    5. Zhao X,
    6. Valen E,
    7. Yusuf D,
    8. Lenhard B,
    9. Wasserman WW and
    10. Sandelin A
    : JASPAR 2010: the greatly expanded open-access database of transcription factor binding profiles. Nucleic Acids Res 38: 105-110, 2010. PMID: 19906716. DOI: 10.1093/nar/gkp950
    OpenUrlCrossRef
  17. ↵
    1. Azhwar R and
    2. Perumal E
    : Micro-RNAs and their roles in eye disorders. Ophthalmic Res 53(4): 169-186, 2015. PMID: 2583291. DOI: 10.1159/000371853
    OpenUrlCrossRef
  18. ↵
    1. Kunceviciene E,
    2. Liutkeviciene R,
    3. Budiene B and
    4. Smalinskiene A
    : Independent association of whole blood miR-328 expression and polymorphism at 3’UTR of the PAX6 gene with myopia. Gene 687: 151-155, 2018. PMID: 3045306. DOI: 10.1016/j.gene.2018.11.030
    OpenUrlCrossRef
  19. ↵
    1. Pfaffl MW
    : Rest 2009 Software User Guide. Qiagen, Hilden, Germany, pp. 20-21, 2009.
  20. ↵
    1. Chen KC,
    2. Hsi E,
    3. Hu CY,
    4. Chou WW,
    5. Liang CL and
    6. Juo SH
    : MicroRNA-328 may influence myopia development by mediating the PAX6 gene. Invest Ophthalmol Vis Sci 53: 2732-2739, 2012. PMID: 22447870. DOI: 10.1167/iovs.11-9272
    OpenUrlAbstract/FREE Full Text
  21. ↵
    1. Tanaka Y,
    2. Kurihara T,
    3. Hagiwara Y,
    4. Ikeda S,
    5. Mori K,
    6. Jiang X,
    7. Torii H and
    8. Tsubota K
    : Ocular-component-specific miRNA expression in a murine model of lens-induced myopia. Int J Mol Sci 20: 3629, 2019. PMID: 3134498. DOI: 10.3390/ijms20153629
    OpenUrlCrossRef
  22. ↵
    1. Zereid FM and
    2. Osuagwu UL
    : Myopia and regional variations in retinal thickness in healthy eyes. J Ophthalmic Vis Res 15(2): 178-186, 2020. PMID: 32308952. DOI: 10.18502/jovr.v15i2.67
    OpenUrlCrossRef
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Association of hsa-mir-328-3p Expression in Whole Blood With Optical Density of Retinal Pigment Epithelial Cells
EDITA KUNCEVICIENE, BRIGITA BUDIENE, ALINA SMALINSKIENE, ALVITA VILKEVICIUTE, RASA LIUTKEVICIENE
In Vivo Mar 2021, 35 (2) 827-831; DOI: 10.21873/invivo.12323

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Association of hsa-mir-328-3p Expression in Whole Blood With Optical Density of Retinal Pigment Epithelial Cells
EDITA KUNCEVICIENE, BRIGITA BUDIENE, ALINA SMALINSKIENE, ALVITA VILKEVICIUTE, RASA LIUTKEVICIENE
In Vivo Mar 2021, 35 (2) 827-831; DOI: 10.21873/invivo.12323
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Keywords

  • hsa-miR-328-3p
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