| Literature DB >> 35625992 |
Yoko Koh1,2, Matias A Bustos1, Jamie Moon1, Rebecca Gross1,2, Romela Irene Ramos1, Suyeon Ryu3, Jane Choe2, Selena Y Lin4, Warren M Allen5, David L Krasne5, Timothy G Wilson2, Dave S B Hoon1,3.
Abstract
Prostate cancer (PCa) is the most common cancer in men. Prostate-specific antigen screening is recommended for the detection of PCa. However, its specificity is limited. Thus, there is a need to find more reliable biomarkers that allow non-invasive screening for early-stage PCa. This study aims to explore urine microRNAs (miRs) as diagnostic biomarkers for PCa. We assessed cell-free miR (cfmiR) profiles of urine and plasma samples from pre- and post-operative PCa patients (n = 11) and normal healthy donors (16 urine and 24 plasma) using HTG EdgeSeq miRNA Whole Transcriptome Assay based on next-generation sequencing. Furthermore, tumor-related miRs were detected in formalin-fixed paraffin-embedded tumor tissues obtained from patients with localized PCa. Specific cfmiRs signatures were found in urine samples of localized PCa patients using differential expression analysis. Forty-two cfmiRs that were detected were common to urine, plasma, and tumor samples. These urine cfmiRs may have potential utility in diagnosing early-stage PCa and complementing or improving currently available PCa screening assays. Future studies may validate the findings.Entities:
Keywords: cell-free microRNA; diagnosis; microRNA; plasma; prostate cancer; urine
Year: 2022 PMID: 35625992 PMCID: PMC9139357 DOI: 10.3390/cancers14102388
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Clinicopathological characteristics of prostate cancer (PCa) and benign prostate hyperplasia (BPH) patients.
| Variables | PCa with | PCa with | PCa with | BPH with | |
|---|---|---|---|---|---|
| Age, median (range) | 68 (56–76) | 69 (56–76) | 69.5 (58–75) | 68 (51–85) | |
| Serum PSA levels (ng/mL), | 8.75 (4.30–11.20) | 8.60 (4.30–11.98) | 7.5 (4.5–90.6) | - | |
| Pathological T stage, | |||||
| pT2 | 8 (100) | 11 (100) | 14 (100) | - | |
| Grade group, | |||||
| 1 | 1 (12.5) | 1 (9.1) | 1 (7.1) | - | |
| 2 | 3 (37.5) | 4 (36.4) | 0 (0) | - | |
| 3 | 3 (37.5) | 4 (36.4) | 6 (42.9) | - | |
| 4 | 0 (0) | 1 (9.1) | 5 (35.7) | - | |
| 5 | 1 (12.5) | 1 (9.1) | 2 (14.3) | - | |
| Lymphovascular invasion, | |||||
| Present | 0 (0) | 0 (0) | 3 (21.4) | - | |
| Absent | 8 (100) | 11 (100) | 11 (78.6) | - | |
| Focality, | |||||
| Unifocal | 2 (25.0) | 4 (36.4) | 0 (0) | - | |
| Multifocal | 6 (75.0) | 7 (63.6) | 14 (100) | - | |
| Surgical margins status, | |||||
| Negative | 6 (75.0) | 7 (63.6) | 11 (78.6) | - | |
| Positive | 2 (25.0) | 4 (36.4) | 3 (21.4) | - | |
| Biochemical recurrence, | |||||
| Present | 0 (0) | 0 (0) | 3 (21.4) | - | |
| Absent | 8 (100) | 11 (100) | 11 (78.6) | - | |
PCa, prostate cancer; BPH, benign prostate hyperplasia; FFPE, formalin-fixed paraffin-embedded; PSA, prostate specific antigen.
Figure 1Differentially expressed (DE) cell-free microRNAs (cfmiRs) in urine from PCa patients. (A) The principal component analysis (PCA) of microRNAs (miRs) detected in urine samples. The scatter plot of PCA axis 1 (PC1) and axis 2 (PC2) shows the pattern of cfmiR detected in urine samples of normal healthy donors (NHDs), post-, and pre-operative PCa patients. Individual data points are colored accordingly, NHD (pink), post- (green) and pre-operative (blue) PCa patients. (B,C) Volcano plots of DE miRs in urine samples of pre-operative PCa patients vs. NHDs (B) and pre- vs. post-operative PCa patients (C) are shown, discriminated based on p-value and log2 fold change (log2FC) at an α level of 0.05 and absolute log2FC cutoff of 1. Colored dots correspond to each miR whose expression differences were significant based on both p-value and log2FC values (red dots), only p-value (blue dots), only log2FC (green dots), or not significant (grey dots). Down-regulated cfmiRs are on the left side and up-regulated cfmiRs are on the right side (total variables = 2083). NS, not significant.
Urine cfmiRs down-regulated in post-operative samples that were also differentially expressed between pre-operative PCa and NHD samples.
| miR | log2FC | Adjusted | |
|---|---|---|---|
| miR-1262 | 2.40 | 0.0006 | 0.0033 |
| miR-141-3p | 1.79 | 0.0002 | 0.0013 |
| miR-146a-5p | 3.16 | 0.0005 | 0.0027 |
| miR-193b-3p | 1.38 | 0.0290 | 0.0721 |
| miR-200a-3p | 2.23 | 0.0015 | 0.0066 |
| miR-200a-5p | 1.62 | 0.0024 | 0.0097 |
| miR-200b-5p | 2.18 | 0.0004 | 0.0022 |
| miR-200c-3p | 2.94 | 6.65 × 10−6 | 6.22 × 10−5 |
| miR-205-3p | 1.60 | 0.0100 | 0.0308 |
| miR-22-3p | 2.01 | 0.0040 | 0.0147 |
| miR-29a-3p | 3.85 | 4.56 × 10−7 | 5.36 × 10−6 |
| miR-29b-2-5p | 1.92 | 0.0023 | 0.0094 |
| miR-29b-3p | 4.06 | 1.01 × 10−7 | 1.33 × 10−6 |
| miR-29c-3p | 3.55 | 5.36 × 10−7 | 6.17 × 10−6 |
| miR-29c-5p | 2.13 | 0.0021 | 0.0089 |
| miR-30d-5p | 1.53 | 0.0032 | 0.0124 |
| miR-31-5p | 1.33 | 0.0048 | 0.0169 |
| miR-363-3p | 1.81 | 0.0039 | 0.0145 |
| miR-3687 | 2.93 | 0.0001 | 0.0008 |
| miR-4417 | 2.17 | 0.0025 | 0.0101 |
| miR-4709-3p | 2.12 | 0.0059 | 0.0199 |
| miR-584-5p | 1.77 | 0.0133 | 0.0379 |
| miR-622 | 1.76 | 0.0033 | 0.0126 |
| miR-663b | 2.60 | 0.0003 | 0.0015 |
| miR-934 | 1.92 | 0.0140 | 0.0398 |
cfmiR, cell-free microRNA; PCa, prostate cancer; NHDs, normal healthy donors; miR, microRNA; log2FC, log2 fold change. p-values were calculated using the Wald test adjusted for multiple hypotheses using the Benjamini-Hochberg method.
Figure 2Specific cfmiRs detected in plasma samples from PCa patients. (A) The cfmiRs were detected in plasma samples of PCa patients. The scatter plot of PCA axis 1 (PC1) and axis 2 (PC2) shows the pattern of cfmiR detected in plasma samples of NHDs, post-, and pre-operative PCa patients. Individual data points are colored accordingly, NHD (pink), post- (green) and pre-operative (blue) PCa patients. (B,C) Volcano plots of DE microRNAs in plasma samples of pre-operative PCa patients vs. NHDs (B) and pre- vs. post-operative PCa patients (C) are shown, discriminated based on p-value and log2FC at an α level of 0.05 and absolute log2FC cutoff of 1. Colored dots correspond to each cfmiR whose expression differences were significant based on both p-value and log2FC values (red dots), only p-value (blue dots), only log2FC (green dots), or not significant (grey dots). Down-regulated cfmiRs are on the left side and up-regulated cfmiRs are on the right side (total variables = 2083).
Plasma cfmiRs down-regulated in post-operative plasma samples that were also differentially expressed between pre-operative and NHDs plasma samples.
| miR | log2FC | Adjusted | |
|---|---|---|---|
| miR-1283 | 1.29 | 0.0067 | 0.0354 |
| miR-3692-5p | 1.21 | 0.0072 | 0.0368 |
| miR-515-5p | 1.59 | 0.0061 | 0.0329 |
| miR-5187-3p | 1.50 | 0.0070 | NA |
cfmiR, cell-free microRNA; NHDs, normal healthy donors; miR, microRNA; log2FC, log2 fold change; NA, not available. p-values were calculated using the Wald test adjusted for multiple hypotheses using the Benjamini-Hochberg method.
Figure 3Specific microRNAs (miRs) detected in PCa and BPH tissues. The volcano plot of DE miRs in tissue samples of BPH vs. PCa is based on p-value and log2FC at an α level of 0.05 and absolute log2FC cutoff of 1. Colored dots correspond to each miR whose expression differences were significant based on both p-value and log2FC values (red dots), only p-value (blue dots), only log2FC (green dots), or not significant (grey dots). Down-regulated miRs are on the left side and up-regulated genes are on the right side (total variables = 2083).
Figure 4Overlapping DE miRs detected among plasma, urine, and FFPE tissue samples. The Venn diagram shows the significant DE miRs that overlap in all types of samples analyzed.
The common DE miRs in urine, plasma, and tissue samples of PCa patients.
| let-7d-5p | miR-224-5p | miR-362-5p | miR-4751 | miR-6802-5p |
| let-7e-5p | miR-22-5p | miR-3648 | miR-487b-3p | miR-6803-5p |
| miR-1468-5p | miR-23a-3p | miR-377-3p | miR-494-3p | |
| miR-146b-5p | miR-23b-3p | miR-3937 | miR-500a-5p | |
| miR-147b | miR-24-3p | miR-3943 | miR-505-5p | |
| miR-181a-5p | miR-27a-3p | miR-4271 | miR-551b-3p | |
| miR-181d-5p | miR-27b-3p | miR-4279 | miR-561-3p | |
| miR-186-5p | miR-29b-3p | miR-4417 | miR-6738-5p | |
| miR-221-5p | miR-30a-5p | miR-455-3p | miR-675-3p | |
| miR-222-3p | miR-335-5p | miR-4638-5p | miR-6789-5p |
DE, differentially expressed; miR, microRNA; PCa, prostate cancer.