| Literature DB >> 29723810 |
Anthony J Cesnik1, Bing Yang2, Andrew Truong3, Tyler Etheridge4, Michele Spiniello5, Maisie I Steinbrink6, Michael R Shortreed7, Brian L Frey8, David F Jarrard9, Lloyd M Smith10.
Abstract
INTRODUCTION: The molecular mechanisms underlying aggressive versus indolent disease are not fully understood. Recent research has implicated a class of molecules known as long noncoding RNAs (lncRNAs) in tumorigenesis and progression of cancer. Our objective was to discover lncRNAs that differentiate aggressive and indolent prostate cancers.Entities:
Year: 2018 PMID: 29723810 PMCID: PMC6154865 DOI: 10.1016/j.tranon.2018.04.002
Source DB: PubMed Journal: Transl Oncol ISSN: 1936-5233 Impact factor: 4.243
Figure 1This study takes advantage of recent advances in RNA-seq analysis to discover lncRNAs present in primary tissue samples. These lncRNAs are evaluated to find candidates that are then validated using RT-qPCR.
Figure 2Reconstructed transcripts were compared to known coding transcripts in human and mouse showing that around 8% of transcripts in the model shared no homology and were likely noncoding. This class of molecules, i.e., lncRNAs, is of particular interest because they are relatively uncharacterized and known to be associated with prostate cancer [11]. A small portion of these putative lncRNAs was particularly interesting in that they were near no other annotations in the reference gene model, thus representing novel transcripts. These results allowed us to prioritize for further investigation several lncRNAs that differentiated aggressive and indolent cancers.
RNA-Seq Data Analysis Revealed Dozens of lncRNAs that Exhibited Differential Expression Between Aggressive and Indolent Cancers
| Tissue | Library Preparation | # DE Transcripts | # DE lncRNA |
|---|---|---|---|
| T | poly-(A)+ | 1438 | 88 |
| N | poly-(A)+ | 1051 | 65 |
| T | rRNAd | 662 | 87 |
| N | rRNAd | 534 | 47 |
Long Noncoding RNA Candidates That Were Selected for Further Validation
| Candidate | lncRNA Type | Tissue | Chrom | Transcript Abundance |
|---|---|---|---|---|
| C1 | Novel | T | 19 | 9.905, 0.425 |
| N | 10.358, 0.688 | |||
| C2 – SChLAP1 | Annotated | T | 2 | 5.510, 0.145 |
| C3 – XPLAID | Novel | N | X | 1.745, 0.058 |
| C4 | Novel | N | X | 1.538, 0.032 |
| C5 – AC009014.3 | Annotated | T | 5 | 0.0328, 3.458 |
| C6 | Novel | T | 2 | 9.013, 0.295 |
Transcript IDs: C1: TCONS_00201747, C2: TCONS_00220343, C3: TCONS_00394362, C4: TCONS_00400757, C5: TCONS_00320203, C6: TCONS_00235780.
For more information on the genomic coordinates of these transcripts, see Table S5.
Average transcript abundances for prostate cancer subtypes (aggressive, indolent) are presented in units of transcripts per million, TPM.
Differences in Expression Exhibited by Selected RNAs between Low- and High-Grade Cancers
| Candidate | Grade | Tumor Tissue | Normal Tissue | ||
|---|---|---|---|---|---|
| ΔCT Mean (± SD) | ΔCT Mean (± SD) | ||||
| C1 | Low ( | 7.00 ± 2.01 | .381 | 8.14 ± 2.08 | .649 |
| High ( | 6.55 ± 2.04 | 7.91 ± 2.27 | |||
| C2 – SChLAP1 | Low ( | 7.37 ± 2.36 | 8.34 ± 2.12 | ||
| High ( | 5.60 ± 4.15 | 7.00 ± 1.71 | |||
| C3 – XPLAID | Low ( | 12.23 ± 2.65 | 12.97 ± 2.78 | ||
| High ( | 10.71 ± 3.26 | 11.41 ± 2.75 | |||
| C4 | Low ( | 12.25 ± 2.59 | .229 | 13.05 ± 2.86 | .266 |
| High ( | 11.33 ± 3.26 | 12.10 ± 3.07 | |||
| C5 – AC009014.3 | Low ( | 8.23 ± 2.20 | 9.06 ± 2.02 | .505 | |
| High ( | 10.65 ± 2.18 | 9.42 ± 1.78 | |||
| C6 | Low ( | 5.68 ± 2.03 | 6.41 ± 1.91 | .809 | |
| High ( | 4.42 ± 2.03 | 6.30 ± 1.99 | |||
Transcript IDs: C1: TCONS_00201747, C2: TCONS_00220343, C3: TCONS_00394362, C4: TCONS_00400757, C5: TCONS_00320203, C6: TCONS_00235780.
Low grades are Gleason 6 & 7 (3+4); high grades are Gleason 7 (4+3), 8, 9, & 10. Sample number varied due to sample availability.
Lower RT-qPCR thresholds (ΔCT) represent higher target expression.
Using Welch’s t test with equal variances.
Differences in Expression Exhibited by SChLAP1 (C2), XPLAID (C3), and AC009014.3 (C5) in Prostate Tumor Tissues and Their Associations with Clinicopathologic Variables Assigned to Those Tumors
| Clinicopathologic Variable | C2 ΔCT Mean (± SD) | C3 ΔCT Mean (± SD) | C5 ΔCT Mean (± SD)a | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Tumor Stage | |||||||||
| T2a-T2c | 7.28 ± 3.08 | 32 | .774 | 11.27 ± 3.09 | 32 | .135 | 8.80 ± 2.32 | 31 | |
| T3a-T3b | 6.97 ± 3.21 | 12 | 12.78 ± 2.42 | 12 | 10.58 ± 2.27 | 12 | |||
| Tumor Volume | |||||||||
| <10% | 7.52 ± 2.58 | 13 | 13.17 ± 2.83 | 14 | 7.34 ± 1.73 | 10 | |||
| 10%-30% | 7.40 ± 3.13 | 31 | 10.79 ± 2.91 | 30 | 9.55 ± 2.30 | 30 | |||
| ≥30% | 4.70 ± 3.32 | 17 | 11.86 ± 2.80 | 17 | 10.00 ± 2.83 | 12 | |||
| PSA Failure | |||||||||
| Yes | 5.13 ± 2.78 | 17 | 11.12 ± 2.54 | 16 | .351 | 10.10 ± 2.43 | 15 | .075 | |
| No | 7.56 ± 2.84 | 42 | 11.93 ± 3.05 | 43 | 8.77 ± 2.37 | 37 | |||
| Extracapsular Extension | |||||||||
| Yes | 6.10 ± 3.35 | 16 | .240 | 11.92 ± 2.69 | 17 | .731 | 10.39 ± 2.08 | 14 | |
| No | 7.14 ± 2.87 | 43 | 11.63 ± 3.03 | 42 | 8.70 ± 2.43 | 38 | |||
| Positive Lymph Nodes | |||||||||
| Yes | 3.62 ± 1.24 | 3 | .056 | 11.54 ± 3.69 | 3 | .918 | 10.80 ± 0.07 | 2 | .335 |
| No | 7.03 ± 2.99 | 56 | 11.72 ± 2.91 | 56 | 9.09 ± 2.46 | 50 | |||
| Metastasis | |||||||||
| Yes | 3.62 ± 1.24 | 3 | .056 | 11.54 ± 3.69 | 3 | .918 | 10.80 ± 0.07 | 2 | .335 |
| No | 7.03 ± 2.99 | 56 | 11.72 ± 2.91 | 56 | 9.09 ± 2.46 | 50 | |||
Lower RT-qPCR thresholds (ΔCT) represent higher target expression.
Using ANOVA tests with equal variances.
PSA failure defined as PSA > 0.2 ng/mL.