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. 2019 Oct 30;10:1044. doi: 10.3389/fgene.2019.01044

Table 3.

miRNAs associated with other types of OP and related fracture risk.

Study Study design Biomarker source Sample handling Quantification platform Evaluated miRNA Normalization strategy Validated miRNA biomarker Potential target gene AUC-Sensitivity(%)-Specificity(%) Limits
(Chen et al., 2014b) 4 Chinese OP patients (3 women and 1 man, age 76-88 years) and 5 Chinese subjects with normal BMD (2 women and 3 men, age 19-44 years) BM-MCSs Bone marrow aspirated from iliac crest and used for BM-MCSs isolation SYBR Green RT-qPCR miR-125b snRNU6 ↑miR-125b in OP group vs. non-OP group OSX (Identified using TargetScan and PicTar database, and validated by in vitro experiments) and RUNX2 for miR-125b / Small sample size; no information about the stem-loop arm of miRNA origin; no ROC analysis
(Weilner et al., 2016) 14 men (mean age ∼53 years) with idiopathic osteoporosis and 11 age-matched HC Cell-free plasma and plasma microvesicles Filtration and differential centrifugation methodologies for microvescicle purification TaqMan RT-qPCR miR-31 snRNU6 ↑miR-31 in OP group vs. HC FZD3 (validated by in vitro experiments for miR-31) / Small sample size; no information about the stem-loop arm of miRNA origin; study mainly focused on miRNA evaluation by in vitro studies; no ROC analysis
(Wang et al., 2013c) 40 Chinese patients with fracture (age 60-90 years) and 9 Chinese HC (control group) Bone specimens Femurs collected during surgery RT-PCR Not specified Not specified in this paper ↑miR-214a in older individuals ATF4 (identified for miR-214a using miRBase and validated by in vitro-in vivo experiments) / Small sample size of the HC group; confusing information about the comparisons done among groups; evaluated miRNAs and data normalization not explained in this paper; no information about the stem-loop arm of miRNA origin; no ROC analysis
(Kelch et al., 2017) 28 patients with hip fracture: 7 men + 7 women with OP and 7 men + 7 women with AO (control group) Cell-free serum and bone tissue Blood collected 2 h post-fracture (OP) or pre-operation (non-OP) into S-Monovette polypropylene tubes, placed for 30 min at RT upright, centrifuged for 10 min at 1900g, serum stored at -80°CFemoral head samples collected during surgery (within 8 h after fracture in OP group). Cylindrical bone samples obtained from middle of each femoral head, cut into small pieces with Luer forceps, rinsed with D-PBS, collected in TRI-Reagent, snap frozen in liquid nitrogen, and mechanically ground. The bone powder collected with TRI-Reagent and stored at -80°C miScript SYBR Green RT-qPCR miR-21-5p, miR-23a-3p, miR-24-3p, miR-93-5p, miR-100-5p, miR-122-5p, miR-124-3p, miR-125b-5p, and miR-148a-3p SNORD96a ↑ miR-21-5p, miR-23a-3p, miR-24-3p, miR-93-5p, miR-100-5p, miR-122-5p, miR-124-3p, and miR-148a-3p in OP serum vs. control↑ miR-21-5p, miR-24-3p, miR-93-5p, miR-100-5p and miR-125b-5p in OP tissues vs. control↑ miR-21-5p, miR-23a-3p, miR-24-3p, miR-93-5p, miR-100-5p, and miR-125b-5p in OP osteoblasts vs. control↑ miR-21-5p, miR-93-5p, miR-100-5p, miR-122-5p, miR-124-3p, miR-125b-5p, and miR-148a-3p in OP osteoclasts vs. control / / no evaluation of the target genes; no ROC analysis
(Kocijan et al., 2016) Patients with idiopathic (16 men and 10 premenopausal women); HC without low-trauma fracture (16 men and 12 premenopausal women). Cell-free serum Fasting blood samples immediately centrifuged and serum stored a -80°C SYBR Green RT-qPCR 187 miRNAs tested Global mean ↑ miR-152-3p, miR-335-5p, miR-320a and↓ let-7b-5p, miR-7-5p, miR-16-5p, miR-19a-3p, miR-19b-3p, miR-29b-3p, miR-30e-5p, miR-93-5p, miR-140-5p, miR-215-5p, miR-186-5p, miR-324-3p, miR-365a-3p, miR-378a-5p, miR-532-5p, and miR-550a-3p in fractured groups vs. their control groups / 0.962 (miR-152-3p), 0.959 (miR-30e-5p), 0.950 (miR-324-3p), 0.947(miR-140-5p), 0.944 (miR-19b-3p), 0.939 (miR-335-5p), 0.929 (miR-19a-3p), 0.909 (miR-550a-3p), 0.898 (miR-186-5p), 0.898 (miR-532-5p), 0.872 (miR-378a-5p), 0.870 (miR-320a), 0.879 (miR-93-5p), 0.857 (miR-16-5p), 0.853 (miR-215-5p), 0.852 (let-7b-5p), 0.824 (miR-7-5p), 0.838 (miR-29b-3p), and 0.809 (miR-365a-3p) for fracture groups vs. control groups No evaluation of the target genes; arbitrary choice of the screened miRNAs
(Mandourah et al., 2018) 12 (1 male/11 females) non-OP controls, 61 (9 males/52 females) osteopenia without fracture, 15 (2 males/13 females) osteopenia with fracture, 33 (6 males/27 females) OP without fracture, and 18 (2 males/16 females) OP with fracture Cell-free serum and plasma Serum/plasma samples obtained by centrifuging at 2500g and RT for 30 min. Supernatants further centrifuged at 14000g and 4°C for 30 min. Samples stored at -80°C Screening: Human Serum and Plasma miRNA PCR arrays
Validation: miScript SYBR Green RT-qPCR
Screening: 370 miRNAs tested
Validation: 40 miRNAs tested
SNORD96A and RNU6-6P ↓ miR-122-5p and miR-4516 in OP vs. non-OP and osteopenia patients BMP2K, FSHB, IGF1R, VDR, SPARC, TSC22D3 and RUNX2 (miR-122-5p and miR-4516); ANKH, ALPL, CNR2, CD44, LRP6, and ESR1 (miR-122-5p); AR and CNR1 (miR-4516) (identified using miRWalk2.0 database but not validated in the study) 0.727-71-62 (miR-4516) and 0.752 (miR-122-5p+miR-4516) for OP Small sample size; confusing information about the comparisons done among groups; no validation of the identified target genes
(Heilmeier et al., 2016) 80 PM women; two study arms with two groups each:T2DM arm composed of T2DM women with (n = 20) and without (n = 20) fragility fractures since T2DM onsetOP arm composed of healthy non-T2DM PM women with OP fragility fracture (n = 20), and control group of fracture-free PM women (n = 20). Cell-free serum Fasting blood placed for 40 min upright and centrifuged for 15 min at 2000g. SYBR Green Low-density qPCR platform 375 miRNAs tested Cq values computed using second derivative maximum method provided with LC480 II software. Most abundant miRNAs among the top 10 four-miRNAs models:↓ miR-382-3p in T2DM and OP with fragility fracture vs. respective controls↑ miR-550a-5p and miR-96-5p in T2DM fragility fracture group vs. controls↓ miR-188-3p and miR-942 in OP fracture group vs. controls / 10 candidate four-miRNA models displayed AUC values (0.922 -0.965) for identifying fracture status in T2DM.10 candidate four-miRNA models displayed AUC values (0.972 -0.991) for identifying fracture status in OP group. No evaluation of the target genes; arbitrary choice of the screened miRNAs

ALPL, alkaline phosphatase; ANKH, ANKH inorganic pyrophosphate transport regulator; AR, androgen receptor; ATF4, activating transcription factor 4; BMD, bone mineral density; BM-MCSs, bone marrow mesenchymal stem cells; BMP2K, BMP2 inducible kinase; CNR2, cannabinoid receptor 2; ESR1, estrogen receptor 1; FSHB, follicle stimulating hormone subunit beta;FZD3, frizzled-3; HC, healthy controls; IGF1R, insulin-like growth factor 1 receptor;OA, osteoarthritis; OP, osteoporosis; OSX, osterix; RT-qPCR, real-time quantitative polymerase chain reaction; RUNX2, runt-related transcription factor 2; RUNX2, runt-related transcription factor 2; SPARC, secreted protein acidic and cysteine rich; T2DM, type 2 diabetes mellitus; TSC22D3, TSC22 domain family member 3; VDR, vitamin D receptor; WIF1, WNT inhibitory factor 1; WISP1, WNT1-inducible-signaling pathway protein 1.