Cited by 170MicroRNA in disease regulationGlioma Diagnosis and TreatmentRNA Interference and Gene Delivery

The DOI matches its Crossref record; 63 of the 63 references it cites were found in a registry or an index; 23 of the 77 sources its claims cite were checked for support.

Reduced Expression of Brain-Enriched microRNAs in Glioblastomas Permits Targeted Regulation of a Cell Death Gene

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Abstract

Glioblastoma is a highly aggressive malignant tumor involving glial cells in the human brain. We used high-throughput sequencing to comprehensively profile the small RNAs expressed in glioblastoma and non-tumor brain tissues. MicroRNAs (miRNAs) made up the large majority of small RNAs, and we identified over 400 different cellular pre-miRNAs. No known viral miRNAs were detected in any of the samples analyzed. Cluster analysis revealed several miRNAs that were significantly down-regulated in glioblastomas, including miR-128, miR-124, miR-7, miR-139, miR-95, and miR-873. Post-transcriptional editing was observed for several miRNAs, including the miR-376 family, miR-411, miR-381, and miR-379. Using the deep sequencing information, we designed a lentiviral vector expressing a cell suicide gene, the herpes simplex virus thymidine kinase (HSV-TK) gene, under the regulation of a miRNA, miR-128, that was found to be enriched in non-tumor brain tissue yet down-regulated in glioblastomas, Glioblastoma cells transduced with this vector were selectively killed when cultured in the presence of ganciclovir. Using an in vitro model to recapitulate expression of brain-enriched miRNAs, we demonstrated that neuronally differentiated SH-SY5Y cells transduced with the miRNA-regulated HSV-TK vector are protected from killing by expression of endogenous miR-128. Together, these results provide an in-depth analysis of miRNA dysregulation in glioblastoma and demonstrate the potential utility of these data in the design of miRNA-regulated therapies for the treatment of brain cancers.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

Deep sequencing of six glioblastomas and three non-tumor brain samples identified dysregulated microRNAs, including down-regulation of brain-enriched miR-128, and detected no known viral miRNAs. Engineering miR-128 target sites into HSV-TK permitted selective ganciclovir killing of glioblastoma cells while endogenous miR-128 in neuronally differentiated SH-SY5Y cells protected them.

Key findings

  • Small RNA sequencing identified 484 mature human miRNAs/miRNA*s represented at least 10 times among 16,305,416 mapped reads; no viral miRNAs were detected in any of the nine samples.
  • 21 miRNAs met the FDR-adjusted p<0.1 criterion, 17 of which were down-regulated in glioblastoma, including miR-124, miR-95, miR-132, miR-139-5p, miR-7, miR-128, miR-487b, and miR-873; up-regulated miRNAs included miR-10b and miR-93. Using the standard FDR p<0.05 cutoff identified only nine miRNAs.
  • A-to-I editing in miRNA seed sequences occurred in both tumor and non-tumor brain, with no significant difference between sample types; examples included miR-376b (92% non-tumor brain, 91% glioblastoma), miR-376c (63%, 73%), and miR-376a (62%, 69%).
  • Glioblastoma cells transduced with HSV-TK-128.2X were selectively killed by ganciclovir, and ectopic or endogenous miR-128 rescued cells; at 200 µg/mL ganciclovir, ∼70% of HSV-TK-expressing cells were killed.

Methods

  • Small RNA libraries from six adult glioblastomas and three non-tumor brain tissues were sequenced on an Illumina GAII analyzer; 18–25 nt small RNAs were aligned to miRBase v16.0 using miRNAkey with SeqEM, filtered at RPKM >1, and analyzed for differential expression by t test and FDR adjustment.
  • Primer extension validated expression of miR-21, miR-128, miR-124, and miR-132 in brain tissue samples and glioblastoma cell lines.
  • HSV-TK vectors with two miR-128 target sites in the 3′UTR were transfected or lentivirally transduced into glioblastoma and neuroblastoma cell lines; cells were treated with ganciclovir, and viability was measured by crystal violet staining and MTT assays, with SH-SY5Y neuronal differentiation induced by all-trans retinoic acid.

Limitations

  • Stated: high-throughput sequencing has limits; the standard FDR-adjusted p<0.05 cutoff identified only nine dysregulated miRNAs, so the authors expanded to p<0.1 to include 21, noting that additional miRNAs are likely dysregulated.
  • Evident from the text: the sequencing analysis used a small sample set of six glioblastomas and three non-tumor brain tissues.
  • Evident from the text: the therapeutic experiments were in vitro only, using cell lines and differentiated SH-SY5Y cells, with no in vivo tumor model or clinical validation reported.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1371/journal.pone.0024248

Cites

63 of 63 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Figures

Figure 1 Differentially expressed miRNAs in glioblastomas versus non-tumor brain tissue. miRNA expression levels were determined by deep sequencing. Shown are heat maps for the 38 miRNAs most significantly down-regulated (A) and the 18 miRNAs most significantly up-regulated (B) in the six glioblastoma (G) samples compared to non-tumor brain tissue (N) (mean fold change >4, p<0.05 by t test). Highlighted are miRNAs that fulfill the FDR-adjusted selection criteria (** p<0.1) as reported in Table S6. Two additional miRNAs, miR-let-7d and miR-598, also meet the FDR cut-off but exhibit a fold change <4 and are not shown. Prior to hierarchical clustering, deep sequencing reads with RPKM values >1 as determined by miRNAkey [32] were log-transformed, and standardized across all samples to a mean of 0 and standard deviation of 1. Clustering was performed using Pearson's correlation (average linkage method) as the distance matrix.
Figure 1 Differentially expressed miRNAs in glioblastomas versus non-tumor brain tissue. miRNA expression levels were determined by deep sequencing. Shown are heat maps for the 38 miRNAs most significantly down-regulated (A) and the 18 miRNAs most significantly up-regulated (B) in the six glioblastoma (G) samples compared to non-tumor brain tissue (N) (mean fold change >4, p<0.05 by t test). Highlighted are miRNAs that fulfill the FDR-adjusted selection criteria (** p<0.1) as reported in Table S6. Two additional miRNAs, miR-let-7d and miR-598, also meet the FDR cut-off but exhibit a fold change <4 and are not shown. Prior to hierarchical clustering, deep sequencing reads with RPKM values >1 as determined by miRNAkey [32] were log-transformed, and standardized across all samples to a mean of 0 and standard deviation of 1. Clustering was performed using Pearson's correlation (average linkage method) as the distance matrix.CC BY · PubMed Central
Figure 2 MiRNA expression in brain tissue samples and glioblastoma cell lines. A. miR-21 expression detected by primer extension. B. miR-128, miR-124, and miR-132 expression levels detected by primer extension. N = non-tumor brain tissue. G = glioblastoma. A172, U373, and U87 are glioblastoma cell lines. 6 µg total RNA were used for each reaction. Free probe is shown as a negative control for each miRNA assayed. Primer extension reactions were resolved on 15% TBE-Urea polyacrylamide gels and exposed to film for either 1 hr (miR-21) or overnight (miR-128, miR-124, miR-132).
Figure 2 MiRNA expression in brain tissue samples and glioblastoma cell lines. A. miR-21 expression detected by primer extension. B. miR-128, miR-124, and miR-132 expression levels detected by primer extension. N = non-tumor brain tissue. G = glioblastoma. A172, U373, and U87 are glioblastoma cell lines. 6 µg total RNA were used for each reaction. Free probe is shown as a negative control for each miRNA assayed. Primer extension reactions were resolved on 15% TBE-Urea polyacrylamide gels and exposed to film for either 1 hr (miR-21) or overnight (miR-128, miR-124, miR-132).CC BY · PubMed Central
Figure 3 MiRNA regulation of HSV-TK in U373 glioblastoma cells. A. Crystal violet staining of U373 glioblastoma cells expressing HSV-TK or HSV-TK-128.2X following GCV treatment. pcDNA3-HSV-TK-128.2X contains two perfect binding sites for miR-128 in the 3′UTR of HSV-TK. Cells were co-transfected with either pcDNA3 (+vector) or pcDNA3-miR-128 (+miR-128) and subjected to 10 µg/mL ganciclovir selection (+GCV) for 10 days prior to staining. B. miR-128 rescues HSV-TK-128.2X expressing U373 cells from GCV-induced cell death. U373 cells were co-transfected with pcDNA3 (vector), pcDNA3-HSV-TK, or pcDNA3-HSV-TK-128.2X and either pcDNA3 as control or pcDNA3-miR-128 (+miR-128). Cells were plated in 24-well plates with media containing 10 µg/ml GCV and cell viability was measured at 10 days by MTT assay as described in Methods (n = 3). Absorbance values are normalized to control cells (transfected with empty vector and grown in media without GCV).
Figure 3 MiRNA regulation of HSV-TK in U373 glioblastoma cells. A. Crystal violet staining of U373 glioblastoma cells expressing HSV-TK or HSV-TK-128.2X following GCV treatment. pcDNA3-HSV-TK-128.2X contains two perfect binding sites for miR-128 in the 3′UTR of HSV-TK. Cells were co-transfected with either pcDNA3 (+vector) or pcDNA3-miR-128 (+miR-128) and subjected to 10 µg/mL ganciclovir selection (+GCV) for 10 days prior to staining. B. miR-128 rescues HSV-TK-128.2X expressing U373 cells from GCV-induced cell death. U373 cells were co-transfected with pcDNA3 (vector), pcDNA3-HSV-TK, or pcDNA3-HSV-TK-128.2X and either pcDNA3 as control or pcDNA3-miR-128 (+miR-128). Cells were plated in 24-well plates with media containing 10 µg/ml GCV and cell viability was measured at 10 days by MTT assay as described in Methods (n = 3). Absorbance values are normalized to control cells (transfected with empty vector and grown in media without GCV).CC BY · PubMed Central
Figure 4 MiRNA regulation of HSV-TK in transduced glioblastoma cell lines. A. miR-128 binding sites have no effect on HSV-TK-mediated killing in cells lacking miR-128. 293T cells were transduced with pLCE (GFP), pL-HSV-TK, or pL-HSV-TK-128.2X and cultured for two weeks in the presence of 40 µg/ml GCV (n = 2). Cell viability was measured by MTT assay. B. miR-128 rescues glioblastoma cells from killing by HSV-TK-128.2X. U373 cells were transduced with indicated vectors in 6-well plates. 24 hrs post-transduction, cells were transfected with pcDNA3 or pcDNA3-miR-128 using Lipofectamine 2000. 24 hrs later, cells were plated in 24-well plates and cultured for 2 weeks in 20 µg/ml or 80 µg/ml GCV (n = 2). C and D. Dose-dependent response to GCV. A172 cells were transduced with indicated vectors, then transfected with pcDNA3 (grey lines, circles) or pcDNA3-miR-128 (black lines, squares). 24 hrs later, cells were plated in 24-well plates and cultured for 2 weeks in the presence of GCV (n = 2). Cell viability was measured by MTT assay (B–D).
Figure 4 MiRNA regulation of HSV-TK in transduced glioblastoma cell lines. A. miR-128 binding sites have no effect on HSV-TK-mediated killing in cells lacking miR-128. 293T cells were transduced with pLCE (GFP), pL-HSV-TK, or pL-HSV-TK-128.2X and cultured for two weeks in the presence of 40 µg/ml GCV (n = 2). Cell viability was measured by MTT assay. B. miR-128 rescues glioblastoma cells from killing by HSV-TK-128.2X. U373 cells were transduced with indicated vectors in 6-well plates. 24 hrs post-transduction, cells were transfected with pcDNA3 or pcDNA3-miR-128 using Lipofectamine 2000. 24 hrs later, cells were plated in 24-well plates and cultured for 2 weeks in 20 µg/ml or 80 µg/ml GCV (n = 2). C and D. Dose-dependent response to GCV. A172 cells were transduced with indicated vectors, then transfected with pcDNA3 (grey lines, circles) or pcDNA3-miR-128 (black lines, squares). 24 hrs later, cells were plated in 24-well plates and cultured for 2 weeks in the presence of GCV (n = 2). Cell viability was measured by MTT assay (B–D).CC BY · PubMed Central
Figure 5 Endogenous miRNA regulation of HSV-TK protects cells from ganciclovir-induced cell death. A. Brain-enriched miRNAs, miR-128 and miR-124, are induced during neuronal differentiation of SH-SY5Y cells. Cells were grown in the presence of 10 µM ATRA for >4 days. 10 µg total RNA were used for primer extensions to detect miRNA expression. SH-SY5Y and SKNMC are neuroblastoma cell lines. A172, U373, and U87 are glioblastoma cell lines. B. SH-SY5Y cells were transduced with lentiviral vectors expressing GFP, HSV-TK, or HSV-TK-128.2X, plated in 24-well plates at 1×104 cells per well, and treated with or without 40 µg/ml GCV for 2 weeks (n = 2). C and D. Endogenous miR-128 restricts the activity of HSV-TK-128.2X. SH-SY5Y cells were transduced as in (B) and plated in 24-well plates at 2.5×104 cells per well. Cells were cultured in the presence of 10 µM ATRA to induce neuronal differentiation and 40 µg/ml GCV for two weeks (n = 2). Cell viability was measured by MTT assay (C), and crystal violet staining of SH-SY5Y cells treated with either 20 µg/ml or 40 µg/ml GCV is shown in (D).
Figure 5 Endogenous miRNA regulation of HSV-TK protects cells from ganciclovir-induced cell death. A. Brain-enriched miRNAs, miR-128 and miR-124, are induced during neuronal differentiation of SH-SY5Y cells. Cells were grown in the presence of 10 µM ATRA for >4 days. 10 µg total RNA were used for primer extensions to detect miRNA expression. SH-SY5Y and SKNMC are neuroblastoma cell lines. A172, U373, and U87 are glioblastoma cell lines. B. SH-SY5Y cells were transduced with lentiviral vectors expressing GFP, HSV-TK, or HSV-TK-128.2X, plated in 24-well plates at 1×104 cells per well, and treated with or without 40 µg/ml GCV for 2 weeks (n = 2). C and D. Endogenous miR-128 restricts the activity of HSV-TK-128.2X. SH-SY5Y cells were transduced as in (B) and plated in 24-well plates at 2.5×104 cells per well. Cells were cultured in the presence of 10 µM ATRA to induce neuronal differentiation and 40 µg/ml GCV for two weeks (n = 2). Cell viability was measured by MTT assay (C), and crystal violet staining of SH-SY5Y cells treated with either 20 µg/ml or 40 µg/ml GCV is shown in (D).CC BY · PubMed Central

Verification

Claims the paper makes

67 Own result · 15 Not checked yet · 15 Own interpretation · 9 Partly supported · 9 No full text of the sources · 5 Own method · 2 Supported so far · 1 Not supported · 1 No basis given · accuracy not yet measured

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Show all 58 claims

  • Probably not a substantial claim. 43
  • It may state two separate claims as one. 32
  • The quote only partly states this claim. 2
66 of 66
  • The paper relies on this without support.

    In deep sequencing libraries, A to I editing is marked by the substitution of A with G.

    “In deep sequencing libraries, this conversion is marked by the substitution of A with G.”
  • The paper relies on this without support.

    Lentiviral vectors can enter tissue surrounding the tumor and kill otherwise healthy cells, which could have dire consequences in the brain.

    “one major drawback in glioblastoma treatment is that such vectors can also enter the tissue surrounding the tumor, killing otherwise healthy cells, which could have dire consequences in the brain.”
  • The paper relies on this without support.

    miRNAs post-transcriptionally down-regulate cellular gene expression by binding to complementary sequences generally located in the 3′ UTRs of target mRNAs.

    “MiRNAs are ∼22 nt non-coding RNAs that post-transcriptionally down-regulate cellular gene expression by binding to complementary sequences generally located in the 3′ untranslated regions (UTRs) of target mRNAs.”
  • The paper relies on this without support.

    Target specificity is predominantly determined by nucleotides 2-8 of the mature miRNA, the miRNA seed, which generally exhibits full sequence complementarity to target mRNAs.

    “Target specificity is predominantly determined by nucleotides 2-8 of the mature miRNA, the miRNA “seed,” which generally exhibits full sequence complementarity to target mRNAs.”
  • The paper relies on this without support.

    miRNA effects on target mRNAs are usually modest.

    “While miRNA effects on target mRNAs are usually modest”
5 of 5

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4 of 4

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Metadata

Authors
Skalsky, R. L., & Cullen, B. R.
Affiliations
Duke University (US)
Corresponding author
Cullen, Bryan R.
Venue
PLoS ONE
Published
2011-09-02
Volume
6
Issue
9
Pages
e24248
ISSN
1932-6203 (ISSN-L)
OpenAlex
W2020186279
Cited by
170
References
63
Citations by year
2026: 1 · 2025: 2 · 2024: 3 · 2023: 4 · 2022: 8 · 2021: 10 · 2020: 10 · 2019: 10 · 2018: 15 · 2017: 13 · 2016: 19 · 2015: 21 · 2014: 18 · 2013: 23 · 2012: 13
FWCI
5.77
Type
journal article
Language
en
Open access
Locations
  • PLoS ONE (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Figshare (submittedVersion, cc-by)
Funders
  • Pediatric Brain Tumor Foundation
  • National Institutes of Health
  • National Cancer Institute (T32CA009111, T342-CA009111)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › MicroRNA in disease regulation
  • Health Sciences › Medicine › Oncology › Glioma Diagnosis and Treatment
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
Keywords
glioblastoma, microRNA, miR-128, miR-124, miR-7, miR-139, miR-381, miR-379, HSV thymidine kinase, ganciclovir, neuronal differentiation, SH-SY5Y cells, small RNA profiling
MeSH terms
Base Sequence, Brain, Genetic Vectors, Glioblastoma, Humans, Neurons, Organ Specificity, Thymidine Kinase, Genetic Variation, Reproducibility of Results, Genetic Therapy, Down-Regulation, Cell Death, RNA Editing, DNA Primers, Herpesvirus 1, Human, MicroRNAs, Genes, Transgenic, Suicide, Cell Line, Tumor, High-Throughput Nucleotide Sequencing, Transcriptome

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