Abstract
Tissue repair and regeneration rely on the function of miRNA, molecular silencers that enact post-transcriptional gene silencing of coding genes. Disruption of miRNA homeostasis is developmentally lethal, indicating that fetal tissue development is tightly controlled by miRNAs. Multiple critical facets of adult tissue repair are subject to control by miRNAs, as well. Sources of cell pool for tissue repair and regeneration are diverse and provided by processes including cellular dedifferentiation, transdifferentiation, and reprogramming. Each of these processes is regulated by miRNAs. Furthermore, induced pluripotency may be achieved by miRNA-based strategies independent of transcription factor manipulation. The observation that miRNA does not integrate into the genome makes miRNA-based therapeutic strategies translationally valuable. Tools to manipulate cellular and tissue miRNA levels include mimics and inhibitors that may be specifically targeted to cells of interest at the injury site. Here, we discuss the extraordinary importance of miRNAs in tissue repair and regeneration based on emergent reports and rapid advances in miRNA-based therapeutics.
Injury-responsive coding genes are recognized as a main driver of wound healing and tissue regeneration.1 After injury, tissue healing is initiated either by regeneration or repair or by a combination of both. Although robust tissue regeneration is observed in certain lower vertebrates, including urodele amphibians and teleost fish, mammalian tissue regeneration is limited, particularly in adults.2 A cornerstone in the process of regeneration is the expression of injury-inducible coding genes at the site of tissue injury. However, simultaneous expression of an array of injury responsive coding genes, after injury, complicates signaling networks. Post-transcriptional gene silencing (PTGS) may be viewed as a filter that is aimed at selectively advancing limited sets of injury-responsive coding genes toward protein expression to streamline the repair and regeneration process.
Earlier, approximately 97% of human DNA was considered as junk because it did not encode for protein.3 However, the current literature recognizes a critical role of noncoding DNA in biology. What used to be known as junk DNA is now known to produce approximately 22-nucleotide long evolutionarily conserved and functionally critical single-stranded miRNA molecules that specifically silence mRNA function predominantly by accessing the 3′-untranslated regions of mRNA.4 Chromatin silencing, repression of translation, and mRNA degradation are mechanisms by which miRNAs implement PTGS in a sequence-specific inhibition manner.5 Thus, miRNA biology determines the biological functionality of coding genes.
According to the current edition of miRbase, a central online repository for miRNAs, there are 1881 hairpin precursors and 2588 mature miRNAs enlisted for humans. This list is rapidly expanding. Because the function of miRNA determines the functional fate of mRNA, understanding the implication of miRNA in the context of tissue repair and regeneration becomes critically important. Here, we discuss the developments recorded in the current literature that underscore the rapidly unfolding importance of miRNA and related processes in tissue regeneration and repair.
Development Is the Key to Regeneration
In mammals, the early in utero state has provided some of the most impressive evidence of tissue regeneration.6 Such remarkable regenerative potential is markedly blunted or lost in the postnatal period and more so during adulthood and old age. Comparison of the global expression pattern of mature miRNA of mouse fetal skin from different developmental stages has provided critical insight into miRNA-based regulation of adult tissue development.7 Healing of the skin at embryonic day (E)16 is regenerative and scarless and was associated with global miRNA repression compared with the skin of E19. The healing at this stage featured adult phenotype, including scar formation.7 Of note in this context is the observation that miRNA biogenesis is substantially blunted at E16, indicative of dampened PTGS in the fetal skin.7 Global suppression of miRNA function has been consistently noted in mouse oocytes and early embryo.8 The global suppression of miRNA during mouse oocyte-to-embryo transition is likely facilitated by the expression of highly conserved RNA binding proteins Lin28a and Lin28b that are abundant during embryogenesis.9 Down-regulation of let-7 miRNA is initiated by the pluripotent factor Lin28 by onset of let-7 precursor (pre-let-7) uridylation using a noncanonical poly(A) polymerase, TUTase4 (TUT4).10 These reports lead to the hypothesis that fetal tissue development is enabled by transiently silencing miRNA-dependent PTGS. Such silencing of the silencer unleashes numerous additional coding genes important for tissue development.11
After spinal cord injury in Wistar rats, miRNA expression is markedly subdued from day 3 after injury with gradual rebound of down-regulated miRNA at 7 days after injury.12 Suppression of miRNA expression after spinal cord injury was verified in an independent study in which down-regulated miRNAs were reported up to 14 days after injury.13 The pattern of miRNA suppression after injury holds across organ systems. Partial hepatectomy is followed by down-regulation of 70% of the miRNA within 24 hours of injury. Of particular interest in this study was the observation that miRNA down-regulation was preceded by a transient up-regulation of miRNA 3 hours after injury, a response aimed at directing liver regeneration. The subsequent genome-wide suppression of miRNAs supported tissue regeneration by restoration of liver cell mass. In patients undergoing auxiliary liver transplantation, down-regulation of miRNA facilitated cell proliferation that supported tissue regeneration.14 In similar cohorts suffering from failed regeneration, expression of specific miRNA regulating cell cycle inhibition and DNA methylation were identified.14 Taken together, these observations support the hypothesis there is support for the notion that injury-induced suppression of miRNAs may serve as an intrinsic physiological strategy to transiently desilence coding genes necessary for the tissue repair and regeneration processes.
In adult tissue, resident stem cells (SCs) are usually postmitotic and quiescent and are substantially different from embryonic SCs (ESCs), which are actively proliferating and differentiating.15 However, external stimuli in the form of injury may suppress tissue-specific miRNAs, which in turn may lead to alterations in adult resident SCs such that they start to differentiate, akin to their embryonic counterpart, with the objective to enact tissue repair. This is one example of how regeneration is largely inspired by mechanistic underpinning of embryo development. Some of the widespread principles and processes that drive tissue regeneration include cellular differentiation, dedifferentiation, transdifferentiation, and reprogramming.16
Dedifferentiation, Transdifferentiation, and Cellular Reprogramming
Unlike lower vertebrates, mammalian tissue regeneration or repair processes rely on pre-existing stem and other cells with plasticity to replace the injured tissue.17 The sources of such cell populations are limited. In response to a strong microenvironmental cue triggered by the injury, behavior of some of the cells in close proximity of the injury site changes to accommodate the emergence of new cell types. Plasticity of surviving cells at or close to the injury site provides additional pools of cell populations that may contribute to the repair or regeneration process. Using a fluorescent-labeled tracking method, the reversion of terminally differentiated cells to a more plastic state has been observed.18 The process wherein terminally differentiated cells regress from a specialized function to a simpler less differentiated state, a more SC-like state, is referred to as dedifferentiation.19 Mammalian dedifferentiation is evident in myoblasts, renal cells, oligodendrocyte precursor cells, and even in germ cells.19 The process of dedifferentiation commonly involves re-entry of regenerating cells into the cell cycle process.20 Dedifferentiation allows the cell to proliferate again before re-differentiating. In this way, a variety of cell types may be replaced at the injury site. The process of cell reversion to a more pluripotent state is demonstrated experimentally by transferring somatic cell nuclei to eggs and fusing somatic cells with pluripotent cells.21 Nuclei of fertilized egg or the pluripotent SCs (PSCs) contain some putative reprogramming factors that are capable of erasing the memory of the differentiated somatic cell. More recently we learned that a combination of only four transcription factors (ie, Oct3/4, Sox2, Klf4, and c-Myc) is sufficient to revert differentiated somatic cells into an embryonic fate somewhat akin to that of ESCs.22 The critical importance of transcription factor networks in determining stemness and cell fate was thus recognized. The emergent field of nuclear reprograming has provided critical insight into a number of fundamental cell biology processes, including transdifferentiation or direct reprogramming. Although the two terms are often used interchangeably, there are important distinctions between the two. Transdifferentiation is a spontaneous change of cell fate that typically happens in vivo under conditions of stress or pathological insult. In contrast, direct reprogramming is induced by defined factors such as chemical compounds, transcription factors, or other artificial engineering methods.23 In other words, direct reprogramming could be defined as transdifferentiation that can only happen under stringent artificial control conditions.24
Transdifferentiation advances the notion of dedifferentiation to one step further whereby all of the cells regress to a point from where they may differentiate to multiple specialized cell types. Transdifferentiation may also bypass the pluripotent state. With the use of defined transcription factors such as Ascl1/Brn2/Myt1l, Gata4/Mef2c/Tbx5, and Hnf4a/Foxa, fibroblasts may be reprogrammed to neurons, cardiomyocytes, and hepatocytes, respectively.25 Such inducible transdifferentiation process bypasses the pluripotent state and is therefore often referred to as direct reprogramming.26 Under normal physiologic conditions, the transdifferentiation process seems to be rare in mammals, although a closer look is warranted. However, during early stages of post-natal development, mouse esophagus smooth muscle may give rise to skeletal muscle tissue.27 In adults, dedifferentiation and transdifferentiation may occur naturally during the early phase of tissue repair. These subtle changes in cellular plasticity are driven by an orchestrated regulation of gene expression networks to reconstruct tissues in a sophisticated manner that avoids undesirable consequences such as neoplasia. Although the reappearance of developmental phenotype is reported during tissue regeneration,28 the molecular underpinnings remain largely elusive. What fills part of this void is the emergent observations that span the diverse phylogenetic tree of the animal kingdom, demonstrating that miRNAs play a key role in tissue repair and regeneration.29 Given their capacity to determine the functional fate of coding genes and therefore a large network of downstream signaling pathways,30 miRNAs are rapidly emerging as potential candidates for the therapeutic modulation of tissue repair and regeneration. In this context, it is of extraordinary importance that the turnover of miRNA within the cell determines its functional fate.
miRNA Turnover Determines Cell Fate
Tissue regeneration is markedly compromised with aging, and the underlying reasons remain largely elusive.31 Lin28a improve tissue repair by suppressing let-7 biogenesis and enhancing oxidative metabolism.31 Several mature miRNAs exhibit tissue-specific expression pattern, although their primary transcripts show no substantial changes in expression pattern.32 Although several aspects of global miRNA biogenesis pathways are well understood,5 the specific mechanisms regulating the expression of individual miRNAs that exhibit distinctive expression patterns in certain tissues remain unclear.33 Interestingly, fine tuning of each step of the general miRNA biogenesis pathway allows tight control of expression of specific individual miRNAs. A battery of proteins take part in executing miRNA biogenesis either by interacting with the Drosha-DGCR8 microprocessor complex, or Dicer or the miRNA precursors.34 At the microprocessor level, the p68 and p72 helicases regulate the biogenesis of approximately one-third murine pri-miRNA.35 Similarly, individual miRNA processing, such as pri–miR-21 or pri–miR-7, is greatly influenced by other protein–protein interactions such as the SMAD–p68 complex or SMAD–SMAD nuclear interacting protein 1 and splicing factor SF2/ASF.36 Similarly, heterogeneous nuclear ribonucleoprotein A1 facilitates Drosha-mediated processing by binding to the loop regions.36 The KH-type splicing regulatory protein enhances Drosha and Dicer processing by binding to the guanine triplet motifs in their terminal loops of the pri- and pre-miRNA.36 Although the effect of the Lin28 repressor is limited to let-7 family members, the nuclear factor NF90–NF45 heterodimer impairs DiGeorge syndrome critical region 8 (DGCR8) function.36 This effect is executed in a sequence-independent manner through interaction with the pri-miRNA stem loop structure.36 Finally, pri- or pre-miRNA editing by adenosine deaminases 1 and 2 may affect mature miRNA accumulation and influence miRNA-target specificity.36
miRNA Biogenesis
For a detailed review of miRNA biogenesis, please refer to the recent literature.34,37 Broadly, miRNA biogenesis involves two essential steps that produce a mature functional miRNA. Apart from the known canonical and noncanonical pathways, miRNA biogenesis from the loop sequence, tRNA-derived RNA fragments and the miRNA arm selection have now become evident. Several kilobase long pri-miRNAs along with the stem loop structure are trimmed to a 60- to 100-nt hairpin-structured precursor (the pre-miRNA) by RNase III Drosha and DGCR8 that as a multi-protein microprocessor unit guides the specificity of Drosha's cleavage activity resulting in a double stranded pre-miRNA with a 2-nt 3′ overhang (Figure 1). The expression and activity of Drosha and DGCR8 are subject to stringent regulation by multiple factors that in turn influence intracellular turnover of miRNAs. For example, DGCR8 stabilizes Drosha, whereas Drosha cleaves the hairpins in DGCR8 mRNA thereby inducing degradation.
Figure 1.
The miRNA biogenesis pathway. The pri-miRNA transcript is cleaved by the microprocessor complex Drosha-DGCR8 in the nucleus. The precursor hairpin pre-miRNA is exported from the nucleus by Exportin-5–Ran-GTP. In the cytoplasm, the RNaseIII Dicer forms complex with the double-stranded RNA-binding protein TRBP and AGO-2 forms the RISC. The functional strand of the mature miRNA is loaded together with AGO-2 proteins into the RISC. The mature miRNA silences target mRNAs through mRNA cleavage, translational repression, or deadenylation, whereas the passenger strand (black) is degraded. AGO-2, argonaute-2; DGCR8, DiGeorge syndrome critical region gene 8; pre-miRNA, precursor miRNA; pri-miRNA, primary miRNA; RISC, RNA-induced silencing complex; TRBP, TAR RNA binding protein.
The cytoplasmic export of newly generated pre-miRNA occurs via a Ran-GTP--dependent process. The 3′ overhang is specifically recognized by exportin 5 (XPO5), and this permits the selective cytoplasmic export of correctly processed pre-miRNA. Disruption of enzymes such as Drosha or DGCR8, which are essential for the miRNA maturation, results in rapid proliferation of cancer cells.38 In the cytoplasm, additional cleavage of pre-miRNAs near the terminal loop is initiated by Dicer, a second RNaseIII enzyme. In mouse fetal skin, Dicer is substantially down-regulated, indicating suppressed global miRNA biogenesis that is likely to prevent silencing of numerous coding genes aimed at tissue regeneration often evident at E16.7 Dicer acts as a molecular ruler that cleaves the pre-miRNA at a specific distance from the ends produced by Drosha cleavage and generating an approximate 22-nt double-stranded miRNA duplex (miR/miR*) with a 2-nt 3′ overhang. Dicer forms the RNA induced silencing complex (RISC) in combination with TAR RNA binding protein (TRBP), protein kinase RNA activator (PACT), and Argonaute (AGO) proteins. Previously, RISC processing of miRNA duplexes was thought to involve the incorporation of one strand (with the lowest 5′ base-pairing stability), whereas the other was degraded based on thermodynamic principles and energy-independent endonuclease-mediated selection with Ago2. Strands present in the miR-RISC complex are named based on their position in the hairpin sequence as -5p or -3p. Evidence shows that the target abundance stabilizes the less-dominant strand of miRNA, implying that the target transcript regulation may affect the selection of mature miRNAs. We now know that 3p-miRNA is successfully activated if the pre-miRNA is 5′-capped. In addition to arm selection, the loop region of the pre-miRNA hairpin may also be used for so-called loop-miRNA, suggesting that double strands generated by typical miRNA processing are not absolutely needed for the functioning of certain miRNAs.
The synthesized miRNA targets complementary sequences in the 3′-UTR of its target mRNA. Functional repression depends on the extent of complementarity. If the binding is perfect, it leads to mRNA cleavage and degradation. If the binding is imperfect, it may cause translational repression. miRNAs can directly affect protein translation by targeting one or more of multiple stages such as initiation, elongation, or termination. Indirect suppression of protein synthesis by miRNA is aimed at altering stability and initiating degradation of target mRNAs by deadenylation or sequestration of the target mRNAs at cytoplasmic foci called processing bodies (P bodies). mRNA turnover is thus affected.37
miRNA Degradation
Although miRNAs are globally stable with half-lives that may extend up to days,39 initial studies indicate that mature miRNAs are under the regulatory control of cis- and transacting factors. The lifetime of any given miRNA is profoundly affected by specific modifications and exonucleases. However, further investigation into the regulation of miRNA homeostasis is warranted in the following three areas: i) miRNA modifications, ii) relation between miRNA function and stability, and iii) targeted degradation of specific miRNA.40
On an as-needed basis, reversible muting of PTGS may be enacted by several miRNases (Figure 2) or exoribonucleases that may degrade cellular miRNA, thereby regulating downstream functional impact. The question is: How are miRNAs protected from exoribonucleases? Within the miRNA-RISC complex (miRISC), the miRNA is protected from ribonuclease activity because both 5′ and 3′ ends of miRNAs are buried within the AGO protein.41 AGO proteins not only enrich miRNA abundance but also conceal the miRNA as evident from structural biology studies.42 How the AGO protein unfolds to make the miRNA accessible for exoribonuclease degradation remains unknown.
Figure 2.
Enzymes that act on the pre-miRNA and mature miRNA to determine miRNA turnover. The pri-miRNA transcript is processed by Drosha to generate the pre-miRNA. The miRNA biogenesis depends on the balance of productive and abortive ribonucleases such as Dicer and MCPIP1, both of which act on the same pre-miRNA. Argonaute and GLD-2 act on mature miRNA for maturation and stabilization. Similarly PUP-2, XRN-2, and PNPaseold−35 act on mature miRNA for degradation. MCPIP1, monocyte chemotactic protein-induced protein 1; PNPase, polynucleotide phosphorylase; pre-miRNA, precursor miRNA; pri-miRNA, primary miRNA.
miRNA Signature in SCs
Deep sequencing studies have revealed that miRNA expression in naive ESCs exhibit a different signature compared with primed epiblast SCs with only one-third of the total miRNA being differentially expressed.43 miR290-295, miR17-92, and miR302/367 clusters are differentially expressed along with a cluster of large repeats on chromosome 2.43 Although the term induced pluripotent stem cells (iPSCs) is often referred to as nearly identical to their embryo-derived counterparts, miRNA expression profiling between the human ESCs and human iPSCs demonstrate marked differences in a subset of miRNAs.44 miRNA expression in ES and reprogrammed cells (iPSCs or nuclear transfer ES cells) have been identified by genome mapping. Within these two cell types, 34 miRNAs were differentially expressed. Of these differentially expressed miRNA, miR-24 and miR-370 were upregulated in ES.45 These reports demonstrate that SCs or pluripotent cells have their own distinct signature irrespective of their origin. This observation sheds light on the intriguing potential that miRNAs may function as key drivers in regeneration.46
Loss of Dicer is embryonically lethal due to the lack of almost all PSCs.47 In vitro, ESCs with Dicer deletion do not proliferate.48 DGCR8 ablation also blunts proliferation of ESCs which go on to accumulate in the G1 phase of the cell cycle.49 Current observations lead to the notion that miRNA biogenesis is integral for tissue development and highlights the importance of specific miRNA expression that is critical for embryonic development. For example, members of the miR-290 family are productive in rescuing proliferation of DGCR8-deficient ES cells but have no effect on the differentiation defect.50 Such miRNAs are referred to as ESCC miRNAs, or ES cell-specific cell cycle regulating miRNAs. The notion that distinct stages in embryonic development are regulated by specific subsets of miRNAs is further supported by studies with let-7 miRNA demonstrating inhibition of proliferation and self-renewal of ES cells.51,52 The emerging idea therefore is that as development progresses, an increasing number of miRNA get involved resulting in a higher level of complexity as it relates to regulating relevant biological processes.53 A logical extension of this observation would be the notion that miRNAs may be used an effective resource to induce cellular reprogramming.
miRNAs in Cellular Reprogramming
The ectopic expression of Oct4, Sox2, Klf4 and c-Myc (Yamanaka factors/OSKM) may reprogram differentiated cells to a pluripotent state.22 As the molecular mechanisms underlying such cellular reprogramming unfold, the significance of miRNA in cell reprogramming is being widely recognized. miR-302 and miR-17 families are abundantly expressed in the early stages of OSKM induced pluripotency.54 Disruption of global miRNA biogenesis by ablation of Drosha, Dicer, or Ago2 substantially reduces OSKM-induced iPSC colonies in mouse embryonic fibroblasts.54 Introduction of several members of miR-290 cluster may enhance the efficiency of OSK-induced cell reprogramming, comparable with that achieved by OSKM, demonstrating that miR-290s may substitute c-Myc (Figure 3). In this context, it should be noted that the promoter region of the miR-290-295 cluster may be bound by c-MYC.55 Similar studies with ectopic expression of miR-93, miR-106b, and miR-302 cluster were successful in enhancing cell reprogramming.
Figure 3.
Schematic illustration depicting basic regulatory network of miRNA interactions aimed at pluripotency. Ectopic expression of miR-93, miR-106a-b, and miR-302s induces pluripotency in differentiated cells. Apart from direct expression of core pluripotency factors such as Oct4, Sox2, KLF4, and c-Myc, miR-300a-b-c-d, miR-200c, miR-369s are capable of inducing pluripotency. Overexpression of miR-290 may replace c-Myc during induction of pluripotency. Expression of Let-7 miRNA enacts exit of cells from the cell cycle by repressing Lin28. Expression of miR-21 and miR-34 prevents conversion of differentiated cells to their pluripotent state.
In the absence of OSK factors, delivery of miR-302a, miR-302b, miR-302c, or miR-302d alone fails to induce the expression of epithelial markers.56 Two independent groups have now demonstrated that lentiviral expression of miR-302/miR-367 cluster and a cocktail of miRNAs (miR-200c, miR-302a-d, miR-369-3p, and miR-369-5p) may reprogram human fibroblasts to iPSCs efficiently.57 The cells that re-expressed human ESC factors featuring global gene expression analogous to human ESCs were named miRNA-iPSCs. This constitutes the first proof of principle to demonstrate that iPSCs may be obtained with miRNAs without the need for genomic integration of foreign DNA. Genomic integration increases the chances of recipient chromosomal locus modification after integration, thereby raising the possibility of making the recipient genomic loci unstable.58 Although adenovirus-derived vectors and Sendai virus were proclaimed as safe nonintegrating methods for production of iPSCs, the statement should be used with extreme caution. Harui et al59 have reported that in established cell lines, adenoviral vectors do integrate into the genome. Thus, caution should be exercised as we seek to adopt these techniques for in vivo applications.60 A comparison of nonintegrating nonviral methods for human somatic cell reprogramming to iPSCs is provided in Table 1. Compared with these methods, miRNA-based strategies to generate iPSCs without involving genomic integration is a much safer choice and therefore is of extraordinary therapeutic value (Table 1).57,61–70
Table 1.
Comparison of Nonintegrating Nonviral Methods for the Human Somatic Cell Reprogramming to iPSCs
| Methods | Time, days | Efficiency, % | Success, % | Pros | Cons | References |
|---|---|---|---|---|---|---|
| miRNA | 20 | 0.002 | 60–70 | Zero footprint | Validated for only one cell type | 57, 61, 62 |
| mRNA | 20–25 | 0.6–4.4 | 20–30 | Zero footprint | Cost, technically challenging, labor intensive | 61–64 |
| Protein | 56 | 0.001 | NA | Zero footprint | Technically challenging, reprograming time | 61, 64–66 |
| Episomal | 30 | 0.0006–0.02 | 80–90 | Zero footprint | Low efficiency | 61, 62, 67, 68 |
| Minicircles | 15 | 0.005 | NA | Zero footprint | Validated for only one cell type | 61, 64, 68, 69 |
| Piggybac | 14–28 | 0.02 | NA | Zero footprint | No data show excision of transposon from iPSC, licensing/patent issue | 61, 70 |
iPSC, induced pluripotent stem cell; NA, not available.
Is miR-29 a Master Regulator of Tissue Regeneration?
In the mammalian system, the extracellular matrix (ECM) is critical for tissue regeneration. The ECM determines cell behavior by manipulating cell shape, proliferation, migration, differentiation, and death.71 Scarless regenerative healing is an intrinsic property of the fetal skin.72 Major differences in the ECM of the fetal and the adult skin account for the sharp contrast in healing phenotype between the fetus and adult skin.73 Fetal skin ECM predominantly expresses type III collagen, elevated hyaluronic acid, and elevated matrix metalloproteinase to tissue-derived inhibitor (MMP:TIMP) ratio that facilitates cell movements, turnover of ECM modulators, and tissue remodeling.72,74 One of the hallmarks of fetal skin development is the lower abundance of miRNAs caused by mechanisms that are aimed at silencing PTGS during tissue development, enabling expression of otherwise silenced coding genes that drive skin development. Of such miRNAs that are silenced during fetal development, low abundance of miR-29 was reported in skin across several species.7,75,76 In humans, hsa-miR-29a and hsa-miR-29b-1 (chromosome 7) and hsa-miR-29b-2 and hsa-miR-29c (chromosome 1) are highly conserved members of the miR-29 family that share the sequence homology at the seed region (nts 2-7) that decides the fate of coding genes. PTGS of multiple ECM proteins by the miR-29a-c family is one notable example of a single miRNA family regulating multiple ECM proteins such as different collagen isoforms, laminin 1, fibrilin 1, elastin, matrix metalloproteinase 2, hyaluronic acid, chondroitin sulfate, and integrin 1.77 Predicted conserved binding sites for the miR-29a-c family on the 3′-UTR of 20 collagen genes have been identified.78 This property is unique to the miR-29 family because the predicted binding sites of the collagen genes are not attributed to any sequence homology in their 3′-untranslated region.78 In adults, members of the miR-29 family cause suppression of ECM genes, resulting in tissue repair with a scar. Dysregulation of ECM caused by lower miR-29 is associated with fibrosis development in several organs, including the heart,77 kidney,79 lung,80 and liver.81 Furthermore, miR-29 influences tissue differentiation and senescence.82 Elevated expression of miR-29 may mitigate the inhibitory effect of transforming growth factor-β on myogenesis by targeting histone deacetylase 4, a key inhibitor of muscle differentiation.83 In adults, the elevated expression of miR-29 suppresses insulin-like growth factor-1, p85α, and B-myb, leading to onset of senescence of muscle progenitor cells in vivo, thereby leading to muscle atrophy and sarcopenia.84 Targeting YY1,85 a repressor of miR-29, may therefore be a productive strategy to accelerate skeletal myogenesis. Osteoblast differentiation is also regulated by miR-29 via targeting ECM proteins, anti-osteogenic factors and Wnt signaling antagonists.42,86
Cell Reprogramming Using miRNA
Approaches and Caution
Synthetic locked nucleic acids conjugate oligonucleotides are useful to modify the cellular levels of any particular miRNA.87 Furthermore, overexpression of pri-miRNA or pre-miRNA with some flanking sequence may be more biologically relevant than simply using the mature miRNA sequence because the transcript may interact with the endogenous cellular machinery, ensuring correct processing and final functionality.88 A key challenge in the modulation of miRNA signaling for tissue regeneration is the selection of the right therapeutic candidates. An appropriately chosen miRNA may modulate numerous functionally convergent coding genes.89 The miRNA is capable of influencing targets at several levels in a regulatory network to deliver robust biological output. To enable this, a thorough understanding of miRNA–mRNA interactions is necessary. Developing hypotheses aimed at understanding the intricate regulatory networks with the help of in silico tools (eg, Targetscan, PicTar, mi-RANDA) and validating such hypotheses experimentally represent powerful approaches. High-throughput methods such as argonaute high-throughput sequencing of RNA isolated by cross-linking immunoprecipitation allow the study of actual miRNA–mRNA interactions in any specific biological context. The ability to properly evaluate the effect of an miRNA on a specific biological pathway will pave the way for the identification of appropriate candidates for therapeutic interventions. Because tissue regeneration is a multifaceted process, miRNA therapies must consider the differential requirements of the developmental program through which participating cells will temporally progress. Appropriate dosing and strategic targeting of specific cell populations are necessary to obtain optimal functional outcome. Because the incorporation of miRNA in the RISC complex is random in mammalian cells, any alteration in the level of a particular miRNA may also affect the activity of other miRNA by competing for incorporation into the miRISC. Cancer is associated with dysregulation of miRNA. Thus, any alteration in the miRNA pool, if not properly targeted to the tissue of interest, poses the risk of neoplastic outcome. As there is clear overlap between key genes that control pluripotency and differentiation with those genes that are integral to cancer,90 it is necessary to meticulously design miRNA-based cell reprogramming strategies for the purposes of tissue repair and regeneration. Challenges related to intelligent target selection coupled with precision in dosing and spatiotemporal modulation of miRNA targets must be addressed. There are several methods to deliver miRNA to cells, including direct injection, viral, and nonviral-based methods (Figure 4).
Figure 4.
A comparative analysis of current approaches. Although direct injection and delivery with the use of viral vectors is widely used in in vivo and in vitro research for deciphering molecular mechanisms and pathway validation, many disadvantages limit their use in translational research for therapeutic intervention. Lipid nanoparticles are comparatively safe, but they are rapidly eliminated by the reticuloendothelial system. Nanoelectroporation offers precise delivery, better transfection efficiency, and less cell mortality.
Direct Injection
Direct injection is one of the simplest methods to deliver miRNA and antagomiRNAs. The effect is typically short-lived because the oligonucleotides are rapidly degraded by nucleases in serum and cleared by the kidneys for their inability to bind to plasma proteins. However, a single bolus intravenous injection of locked nucleic acid–anti-miRNA may be stable for several weeks and, hence, productive.91
Viral Delivery
Virus-based miRNA delivery to cells is one of the most widely used techniques in vitro.92 The most commonly used are adenoviral, lentiviral, and retroviral vectors. Although the viral vectors ensure long-term expression of the miRNA of interest (or control of expression with inducible promoters), this approach is not friendly for clinical translation because of their inherent toxicity and immunogenicity concerns.93 Adeno-associated viral vectors are promising for in vivo delivery of miRNAs because of lower risk of toxicity and seemingly limited off-target effects.
Lipid Nanoparticles
In the biology of tissue repair and regeneration, controlled release of bioactive reagents such as growth/differentiation factors or interfering RNA is critical to directing cell fate. These bioactive reagents may be loaded in lipid nanoparticles and supported by scaffolds for sustained local delivery.94 Unlike viral vectors, lipid nanoparticles offer more flexibility in formulation and design for improved uptake by the cells. In addition, enhanced delivery to specific tissues and cells may be enabled by the incorporation of target ligands. Despite having several advantages, one of the main limitations of this approach is the absence of an appropriate mechanical support component necessary to promote tissue repair and regeneration.94
Nano-Electroporation
Nanochannel electroporation may be used as a potential method controlled delivery of specific amounts of miRNA into living cells. These devices are made of microchannels connected by nanochannels. With the use of an optical tweezer, the target cell is positioned in one microchannel, and the miRNA of interest may be placed in the second microchannel.95 The production of an intense electric field is guided by the introduction of a voltage pulse between microchannels directed at a very small area on the cell membrane. This enables controlled delivery of specific amounts of oligonucleotide driven electrophoretically through the nanochannel, cell membrane, and into the cytoplasm while defending cell viability.95 Variations in the duration of nanoelectroporation and number of pulses applied may help control dosage of cargo delivery. Although there is no reported in vivo evidence yet, such a nanochannel electroporation device has the potential to support tissue repair and regeneration in vivo.
These highly sophisticated miRNA delivery methods cannot only deliver miRNA to cells of interest but can also be used for preparing cells with a desired miRNA payload for efficient cell based therapies.
miRNA in Cell-Based Therapies
Live cells may be used to package and deliver miRNAs of interest to tissue repair and regeneration. In this approach, paracrine effects of such implanted cells may guide tissue repair and regeneration. The lifetime of such cells can be controlled by natural and engineered circuits such as introduction of death signaling pathways96 or multiple auxotrophies (metabolic dependencies). The key control modules in the cell engineering toolbox is provided in Table 2. In cell-based therapies, the notion of paracrine effects that drive repair and regeneration is well established. For example, the beneficial activities of mesenchymal SCs are mediated by the secretion of pro-regenerative and anti-inflammatory growth factors in cardiac repair97 or graft-versus-host disease.98 miRNAs may be shuttled between cells packaged in small membrane-bound extracellular vesicles (EVs) (eg, exosomes, shedding vesicles, apoptotic bodies) that can then amend gene expression of their target cells.99 Thus, as a natural extension we hypothesize that cells could be used to deliver miRNAs to promote tissue regeneration. Alternatively, these EVs could be isolated and used to deliver a pro-regenerative miRNA payload. There is some interest in the use of EVs for miRNA delivery. miR-146a overexpression in human embryonic kidney 293T cells elevated the miRNA level in EVs released from cells and transfected cells.100 This approach of using cells as delivery vehicles is related to previous work that used genetically engineered MSCs to deliver proteins and to modulate in vivo tissue response.101 An advantage, particularly when using MSCs for this strategy, is that they naturally home to sites of disease or injury; therefore, they may provide a natural targeting mechanism to deliver miRNAs to the site of interest.102 MSCs transfected with mimics of miR-124 and miR-145 have successfully delivered these miRNAs to glioma cells. MSCs loaded with miRNAs of interest are able to change gene expression and cellular behavior in vivo.103 The importance of EVs in explaining such observations remain to be understood.
Table 2.
Key Control Modules in Cell Engineering Toolbox
| Events | Rationality |
|---|---|
| Cell proliferation | To ensure their survival on implantation |
| Cell death | To ensure their survival on implantation |
| Cell migration | To redirect cellular movement toward specific signals and sites in the body where the cells should execute their action |
| Cell communication | To reprogram cell–cell, small molecule−cell, and biologic–cell communication |
| Cell secretions | For on-demand production and secretion of small molecules and biologics by engineered cells, extending beyond those molecules that a cell naturally makes |
| Cell response | For quantitative control of therapeutic cellular responses |
Tissue Engineering
The ease by which the miRNAs may be overexpressed or repressed with sharp molecular tools renders them highly suitable for tissue reconstruction from SCs. In some instances miRNA have overcome the need for growth factors. Currently, miRNAs are widely used in the tissue engineering of cartilage, bone, and skeletal muscle. Repairing the injured cartilage is challenging, but it holds great promise for the treatment of osteoarthritis and spinal disk herniation. Although repairing major cartilage injury by using biomaterial implant and MSCs has proven to be highly successful, a critical limitation is the unstable phenotype of stem cell-derived chondrocytes compared with their endogenous counterpart. Under in vivo conditions, the artificial implant undergoes terminal differentiation, followed by ossification.104 Addition of miR-133 prevents such unwanted ossification.105 Furthermore, addition of miR-675 and miR-221 promotes expression of collagen II and proliferation of mature chondrocytes. In bone engineering, seeding MSCs with miR-148b mimics and miR-489 inhibitor to the osteoinductive scaffold results in increased matrix deposition and calcification.106 Human satellite cells, important in the tissue engineering of the skeletal muscle, may be treated with miR-1 and miR-206 to improve their differentiation potential.107
Biomaterial scaffolds play a key role in scar formation associated with wound healing. These ECM-derived scaffolds, in addition to serving as physical support to promote tissue organization, resist aggressive wound contraction108 and scar tissue formation.109 These scaffolds also serve as vehicles to deliver bioactive substances such as cytokines,110 growth factors,109 living cells,111 and vectors for gene therapy. Primary fibroblasts cultured on miR-29b–loaded scaffolds resulted in attenuated levels of collagen type I and III gene expression.112 Application of this scaffold to full-thickness wounds in vivo limited wound contraction and enhanced the collagen type III:I ratio and the MMP-8:TIMP-1 ratio in a dose-dependent manner.112 It is thus evident that a combination of suitable miRNAs with collagen scaffolds may help in post-injury matrix remodeling.
Conclusion
With cues from tissue development process, miRNAs may be productively used to improve tissue repair and regeneration. Such influence is executed either via endogenous repair mechanisms or by directing the activity of implanted cells at the injury site. Changes in cellular phenotype as evident during dedifferentiation, transdifferentiation, or cellular reprogramming are directly linked to miRNA function within the cell. miRNA-based approaches have opened novel avenues to produce substantial amounts of iPSC clones without the need for genomic integration. Although the science is still in its infancy, the potential applications of miRNA-based therapies for tissue engineering and regenerative medicine are promising. Compared with contemporary methods of ectopic gene expression currently used in regenerative medicine, strategies to transiently manipulate cellular miRNA by using targeted mimics and inhibitors hold substantial promise. However, off-target effects of therapeutic miRNA remain a relevant concern. Parallel advances in novel delivery technologies such as lipid nanoparticles and nanochannel electroporation are beginning to address some of the key stability and toxicity issues, thus making miRNA-based therapies more translationally relevant. Currently, there are 152 open clinical studies on miRNAs worldwide (ClinicalTrials.gov, https://clinicaltrials.gov/ct2/results?term=miRNA+and+Tissue+repair&Search=Search, last accessed March 30, 2015). Of these, six trials are on miRNA and tissue repair, of which three are based in the United States. The race to perfect miRNA-based therapies is one of high stakes and has the clear potential to transform reparative and regenerative medicine.
Regenerative Medicine Theme Issue
Footnotes
Supported by NIH/National Institute of General Medical Sciences grants GM069589, GM077185, GM108014, and NR013898 (C.K.S.).
Disclosures: None declared.
This article is part of a review series on regenerative medicine.
References
- 1.Roy S., Khanna S., Rink C., Biswas S., Sen C.K. Characterization of the acute temporal changes in excisional murine cutaneous wound inflammation by screening of the wound-edge transcriptome. Physiol Genomics. 2008;34:162–184. doi: 10.1152/physiolgenomics.00045.2008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Thatcher E.J., Patton J.G. Small RNAs have a big impact on regeneration. RNA Biol. 2010;7:333–338. doi: 10.4161/rna.7.3.12085. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Nowak R. Mining treasures from ‘junk DNA’. Science. 1994;263:608–610. doi: 10.1126/science.7508142. [DOI] [PubMed] [Google Scholar]
- 4.Brodersen P., Voinnet O. Revisiting the principles of microRNA target recognition and mode of action. Nat Rev Mol Cell Biol. 2009;10:141–148. doi: 10.1038/nrm2619. [DOI] [PubMed] [Google Scholar]
- 5.Ha M., Kim V.N. Regulation of microRNA biogenesis. Nat Rev Mol Cell Biol. 2014;15:509–524. doi: 10.1038/nrm3838. [DOI] [PubMed] [Google Scholar]
- 6.Schwartzfarb E., Kirsner R.S. Understanding scarring: scarless fetal wound healing as a model. J Invest Dermatol. 2012;132:260. doi: 10.1038/jid.2011.444. (comment) [DOI] [PubMed] [Google Scholar]
- 7.Cheng J., Yu H., Deng S., Shen G. MicroRNA profiling in mid- and late-gestational fetal skin: implication for scarless wound healing. Tohoku J Exp Med. 2010;221:203–209. doi: 10.1620/tjem.221.203. [DOI] [PubMed] [Google Scholar]
- 8.Suh N., Baehner L., Moltzahn F., Melton C., Shenoy A., Chen J., Blelloch R. MicroRNA function is globally suppressed in mouse oocytes and early embryos. Curr Biol. 2010;20:271–277. doi: 10.1016/j.cub.2009.12.044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Flemr M., Moravec M., Libova V., Sedlacek R., Svoboda P. Lin28a is dormant, functional, and dispensable during mouse oocyte-to-embryo transition. Biol Reprod. 2014;90:131. doi: 10.1095/biolreprod.114.118703. [DOI] [PubMed] [Google Scholar]
- 10.Heo I., Joo C., Kim Y.-K., Ha M., Yoon M.J., Cho J., Yeom K.H., Han J., Kim V.N. TUT4 in concert with Lin28 suppresses MicroRNA biogenesis through pre-microRNA uridylation. Cell. 2009;138:696–708. doi: 10.1016/j.cell.2009.08.002. [DOI] [PubMed] [Google Scholar]
- 11.Wang J., Conboy I. Embryonic vs. adult myogenesis: challenging the ‘regeneration recapitulates development’ paradigm. J Mol Cell Biol. 2010;2:1–4. doi: 10.1093/jmcb/mjp027. [DOI] [PubMed] [Google Scholar]
- 12.Yunta M., Nieto-Diaz M., Esteban F.J., Caballero-Lopez M., Navarro-Ruiz R., Reigada D., Pita-Thomas D.W., del Aguila A., Munoz-Galdeano T., Maza R.M. MicroRNA dysregulation in the spinal cord following traumatic injury. PLoS One. 2012;7:e34534. doi: 10.1371/journal.pone.0034534. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Strickland E.R., Woller S.A., Garraway S.M., Hook M.A., Grau J.W., Miranda R.C. Regulatory effects of intermittent noxious stimulation on spinal cord injury-sensitive microRNAs and their presumptive targets following spinal cord contusion. Front Neural Circuits. 2014;8:117. doi: 10.3389/fncir.2014.00117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Salehi S., Brereton H.C., Arno M.J., Darling D., Quaglia A., O'Grady J., Heaton N., Aluvihare V.R. Human liver regeneration is characterized by the coordinated expression of distinct microRNA governing cell cycle fate. Am J Transplant. 2013;13:1282–1295. doi: 10.1111/ajt.12183. [DOI] [PubMed] [Google Scholar]
- 15.Cheung T.H., Rando T.A. Molecular regulation of stem cell quiescence. Nat Rev Mol Cell Biol. 2013;14:329–340. doi: 10.1038/nrm3591. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Jopling C., Boue S., Izpisua Belmonte J.C. Dedifferentiation, transdifferentiation and reprogramming: three routes to regeneration. Nat Rev Mol Cell Biol. 2011;12:79–89. doi: 10.1038/nrm3043. [DOI] [PubMed] [Google Scholar]
- 17.Odelberg S.J. Cellular plasticity in vertebrate regeneration. Anat Rec B New Anat. 2005;287:25–35. doi: 10.1002/ar.b.20080. [DOI] [PubMed] [Google Scholar]
- 18.Echeverri K., Clarke J.D., Tanaka E.M. In vivo imaging indicates muscle fiber dedifferentiation is a major contributor to the regenerating tail blastema. Dev Biol. 2001;236:151–164. doi: 10.1006/dbio.2001.0312. [DOI] [PubMed] [Google Scholar]
- 19.Cai S., Fu X., Sheng Z. Dedifferentiation: a new approach in stem cell research. BioScience. 2007;57:655–662. [Google Scholar]
- 20.Eguizabal C., Montserrat N., Veiga A., Izpisua Belmonte J.C. Dedifferentiation, transdifferentiation, and reprogramming: future directions in regenerative medicine. Semin Reprod Med. 2013;31:82–94. doi: 10.1055/s-0032-1331802. [DOI] [PubMed] [Google Scholar]
- 21.Cowan C.A., Atienza J., Melton D.A., Eggan K. Nuclear reprogramming of somatic cells after fusion with human embryonic stem cells. Science. 2005;309:1369–1373. doi: 10.1126/science.1116447. [DOI] [PubMed] [Google Scholar]
- 22.Takahashi K., Yamanaka S. Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors. Cell. 2006;126:663–676. doi: 10.1016/j.cell.2006.07.024. [DOI] [PubMed] [Google Scholar]
- 23.Graf T. Historical origins of transdifferentiation and reprogramming. Cell Stem Cell. 2011;9:504–516. doi: 10.1016/j.stem.2011.11.012. [DOI] [PubMed] [Google Scholar]
- 24.Takahashi K. Cellular reprogramming–lowering gravity on Waddington's epigenetic landscape. J Cell Sci. 2012;125:2553–2560. doi: 10.1242/jcs.084822. [DOI] [PubMed] [Google Scholar]
- 25.Ieda M. Direct reprogramming into desired cell types by defined factors. Keio J Med. 2013;62:74–82. doi: 10.2302/kjm.2012-0017-re. [DOI] [PubMed] [Google Scholar]
- 26.Kelaini S., Cochrane A., Margariti A. Direct reprogramming of adult cells: avoiding the pluripotent state. Stem Cells Cloning. 2014;7:19–29. doi: 10.2147/SCCAA.S38006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Patapoutian A., Wold B.J., Wagner R.A. Evidence for developmentally programmed transdifferentiation in mouse esophageal muscle. Science. 1995;270:1818–1821. doi: 10.1126/science.270.5243.1818. [DOI] [PubMed] [Google Scholar]
- 28.Poss K.D. Advances in understanding tissue regenerative capacity and mechanisms in animals. Nat Rev Genet. 2010;11:710–722. doi: 10.1038/nrg2879. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Frith J.E., Porrello E.R., Cooper-White J.J. Concise review: new frontiers in microRNA-based tissue regeneration. Stem Cells Transl Med. 2014;3:969–976. doi: 10.5966/sctm.2014-0032. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Gusev Y. Computational methods for analysis of cellular functions and pathways collectively targeted by differentially expressed microRNA. Methods. 2008;44:61–72. doi: 10.1016/j.ymeth.2007.10.005. [DOI] [PubMed] [Google Scholar]
- 31.Shyh-Chang N., Zhu H., Yvanka de Soysa T., Shinoda G., Seligson M.T., Tsanov K.M., Nguyen L., Asara J.M., Cantley L.C., Daley G.Q. Lin28 enhances tissue repair by reprogramming cellular metabolism. Cell. 2013;155:778–792. doi: 10.1016/j.cell.2013.09.059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Choudhury N.R., de Lima Alves F., de Andres-Aguayo L., Graf T., Caceres J.F., Rappsilber J., Michlewski G. Tissue-specific control of brain-enriched miR-7 biogenesis. Genes Dev. 2013;27:24–38. doi: 10.1101/gad.199190.112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Davis B.N., Hata A. Regulation of MicroRNA Biogenesis: a miRiad of mechanisms. Cell Commun Signal. 2009;7:18. doi: 10.1186/1478-811X-7-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Winter J., Jung S., Keller S., Gregory R.I., Diederichs S. Many roads to maturity: microRNA biogenesis pathways and their regulation. Nat Cell Biol. 2009;11:228–234. doi: 10.1038/ncb0309-228. [DOI] [PubMed] [Google Scholar]
- 35.O'Donnell K.A., Wentzel E.A., Zeller K.I., Dang C.V., Mendell J.T. c-Myc-regulated microRNAs modulate E2F1 expression. Nature. 2005;435:839–843. doi: 10.1038/nature03677. [DOI] [PubMed] [Google Scholar]
- 36.Krol J., Loedige I., Filipowicz W. The widespread regulation of microRNA biogenesis, function and decay. Nat Rev Genet. 2010;11:597–610. doi: 10.1038/nrg2843. [DOI] [PubMed] [Google Scholar]
- 37.Ghatak S., Sen C.K. MicroRNA biogenesis in regenerative medicine. MicroRNA in regenerative medicine. In: Sen C.K., editor. Academic Press; Oxford: 2015. pp. 3–46. [Google Scholar]
- 38.Ventura A., Jacks T. MicroRNAs and cancer: short RNAs go a long way. Cell. 2009;136:586–591. doi: 10.1016/j.cell.2009.02.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.van Rooij E., Sutherland L.B., Qi X., Richardson J.A., Hill J., Olson E.N. Control of stress-dependent cardiac growth and gene expression by a microRNA. Science. 2007;316:575–579. doi: 10.1126/science.1139089. [DOI] [PubMed] [Google Scholar]
- 40.Kai Z.S., Pasquinelli A.E. MicroRNA assassins: factors that regulate the disappearance of miRNAs. Nat Struct Mol Biol. 2010;17:5–10. doi: 10.1038/nsmb.1762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Diederichs S., Haber D.A. Dual role for argonautes in microRNA processing and posttranscriptional regulation of microRNA expression. Cell. 2007;131:1097–1108. doi: 10.1016/j.cell.2007.10.032. [DOI] [PubMed] [Google Scholar]
- 42.Wang H., Garzon R., Sun H., Ladner K.J., Singh R., Dahlman J., Cheng A., Hall B.M., Qualman S.J., Chandler D.S., Croce C.M., Guttridge D.C. NF-kappaB-YY1-miR-29 regulatory circuitry in skeletal myogenesis and rhabdomyosarcoma. Cancer Cell. 2008;14:369–381. doi: 10.1016/j.ccr.2008.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Jouneau A., Ciaudo C., Sismeiro O., Brochard V., Jouneau L., Vandormael-Pournin S., Coppee J.Y., Zhou Q., Heard E., Antoniewski C., Cohen-Tannoudji M. Naive and primed murine pluripotent stem cells have distinct miRNA expression profiles. RNA. 2012;18:253–264. doi: 10.1261/rna.028878.111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Wilson K.D., Venkatasubrahmanyam S., Jia F., Sun N., Butte A.J., Wu J.C. MicroRNA profiling of human-induced pluripotent stem cells. Stem Cells Dev. 2009;18:749–758. doi: 10.1089/scd.2008.0247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Zhao B., Yang D., Jiang J., Li J., Fan C., Huang M., Fan Y., Jin Y., Jin Y. Genome-wide mapping of miRNAs expressed in embryonic stem cells and pluripotent stem cells generated by different reprogramming strategies. BMC Genomics. 2014;15:488. doi: 10.1186/1471-2164-15-488. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hatfield S.D., Shcherbata H.R., Fischer K.A., Nakahara K., Carthew R.W., Ruohola-Baker H. Stem cell division is regulated by the microRNA pathway. Nature. 2005;435:974–978. doi: 10.1038/nature03816. [DOI] [PubMed] [Google Scholar]
- 47.Bernstein E., Kim S.Y., Carmell M.A., Murchison E.P., Alcorn H., Li M.Z., Mills A.A., Elledge S.J., Anderson K.V., Hannon G.J. Dicer is essential for mouse development. Nat Genet. 2003;35:215–217. doi: 10.1038/ng1253. [DOI] [PubMed] [Google Scholar]
- 48.Murchison E.P., Partridge J.F., Tam O.H., Cheloufi S., Hannon G.J. Characterization of Dicer-deficient murine embryonic stem cells. Proc Natl Acad Sci U S A. 2005;102:12135–12140. doi: 10.1073/pnas.0505479102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Wang Y., Medvid R., Melton C., Jaenisch R., Blelloch R. DGCR8 is essential for microRNA biogenesis and silencing of embryonic stem cell self-renewal. Nat Genet. 2007;39:380–385. doi: 10.1038/ng1969. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Wang Y., Sheng G., Juranek S., Tuschl T., Patel D.J. Structure of the guide-strand-containing argonaute silencing complex. Nature. 2008;456:209–213. doi: 10.1038/nature07315. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Melton C., Judson R.L., Blelloch R. Opposing microRNA families regulate self-renewal in mouse embryonic stem cells. Nature. 2010;463:621–626. doi: 10.1038/nature08725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Lehrbach N.J., Armisen J., Lightfoot H.L., Murfitt K.J., Bugaut A., Balasubramanian S., Miska E.A. LIN-28 and the poly(U) polymerase PUP-2 regulate let-7 microRNA processing in Caenorhabditis elegans. Nat Struct Mol Biol. 2009;16:1016–1020. doi: 10.1038/nsmb.1675. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Wienholds E., Plasterk R.H. MicroRNA function in animal development. FEBS Lett. 2005;579:5911–5922. doi: 10.1016/j.febslet.2005.07.070. [DOI] [PubMed] [Google Scholar]
- 54.Li Z., Yang C.S., Nakashima K., Rana T.M. Small RNA-mediated regulation of iPS cell generation. EMBO J. 2011;30:823–834. doi: 10.1038/emboj.2011.2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Judson R.L., Babiarz J.E., Venere M., Blelloch R. Embryonic stem cell-specific microRNAs promote induced pluripotency. Nat Biotechnol. 2009;27:459–461. doi: 10.1038/nbt.1535. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Subramanyam D., Lamouille S., Judson R.L., Liu J.Y., Bucay N., Derynck R., Blelloch R. Multiple targets of miR-302 and miR-372 promote reprogramming of human fibroblasts to induced pluripotent stem cells. Nat Biotechnol. 2011;29:443–448. doi: 10.1038/nbt.1862. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Miyoshi N., Ishii H., Nagano H., Haraguchi N., Dewi D.L., Kano Y., Nishikawa S., Tanemura M., Mimori K., Tanaka F., Saito T., Nishimura J., Takemasa I., Mizushima T., Ikeda M., Yamamoto H., Sekimoto M., Doki Y., Mori M. Reprogramming of mouse and human cells to pluripotency using mature microRNAs. Cell Stem Cell. 2011;8:633–638. doi: 10.1016/j.stem.2011.05.001. [DOI] [PubMed] [Google Scholar]
- 58.Wurtele H., Little K.C., Chartrand P. Illegitimate DNA integration in mammalian cells. Gene Ther. 2003;10:1791–1799. doi: 10.1038/sj.gt.3302074. [DOI] [PubMed] [Google Scholar]
- 59.Harui A., Suzuki S., Kochanek S., Mitani K. Frequency and stability of chromosomal integration of adenovirus vectors. J Virol. 1999;73:6141–6146. doi: 10.1128/jvi.73.7.6141-6146.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Schagen F.H., Rademaker H.J., Fallaux F.J., Hoeben R.C. Insertion vectors for gene therapy. Gene Ther. 2000;7:271–272. doi: 10.1038/sj.gt.3301121. [DOI] [PubMed] [Google Scholar]
- 61.Rao M.S., Malik N. Assessing iPSC reprogramming methods for their suitability in translational medicine. J Cell Biochem. 2012;113:3061–3068. doi: 10.1002/jcb.24183. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Schlaeger T.M., Daheron L., Brickler T.R., Entwisle S., Chan K., Cianci A., DeVine A., Ettenger A., Fitzgerald K., Godfrey M., Gupta D., McPherson J., Malwadkar P., Gupta M., Bell B., Doi A., Jung N., Li X., Lynes M.S., Brookes E., Cherry A.B., Demirbas D., Tsankov A.M., Zon L.I., Rubin L.L., Feinberg A.P., Meissner A., Cowan C.A., Daley G.Q. A comparison of non-integrating reprogramming methods. Nat Biotechnol. 2015;33:58–63. doi: 10.1038/nbt.3070. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Warren L., Ni Y., Wang J., Guo X. Feeder-free derivation of human induced pluripotent stem cells with messenger RNA. Sci Rep. 2012;2:657. doi: 10.1038/srep00657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Li J., Song W., Pan G., Zhou J. Advances in understanding the cell types and approaches used for generating induced pluripotent stem cells. J Hematol Oncol. 2014;7:50. doi: 10.1186/s13045-014-0050-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Stadtfeld M., Hochedlinger K. Induced pluripotency: history, mechanisms, and applications. Genes Dev. 2010;24:2239–2263. doi: 10.1101/gad.1963910. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Zhou H., Wu S., Joo J.Y., Zhu S., Han D.W., Lin T., Trauger S., Bien G., Yao S., Zhu Y., Siuzdak G., Scholer H.R., Duan L., Ding S. Generation of induced pluripotent stem cells using recombinant proteins. Cell Stem Cell. 2009;4:381–384. doi: 10.1016/j.stem.2009.04.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Yu J., Hu K., Smuga-Otto K., Tian S., Stewart R., Slukvin I.I., Thomson J.A. Human induced pluripotent stem cells free of vector and transgene sequences. Science. 2009;324:797–801. doi: 10.1126/science.1172482. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.O'Doherty R., Greiser U., Wang W. Nonviral methods for inducing pluripotency to cells. Biomed Res Int. 2013;2013:705902. doi: 10.1155/2013/705902. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Jia F., Wilson K.D., Sun N., Gupta D.M., Huang M., Li Z., Panetta N.J., Chen Z.Y., Robbins R.C., Kay M.A., Longaker M.T., Wu J.C. A nonviral minicircle vector for deriving human iPS cells. Nat Methods. 2010;7:197–199. doi: 10.1038/nmeth.1426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Woltjen K., Michael I.P., Mohseni P., Desai R., Mileikovsky M., Hamalainen R., Cowling R., Wang W., Liu P., Gertsenstein M., Kaji K., Sung H.K., Nagy A. piggyBac transposition reprograms fibroblasts to induced pluripotent stem cells. Nature. 2009;458:766–770. doi: 10.1038/nature07863. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Daley W.P., Peters S.B., Larsen M. Extracellular matrix dynamics in development and regenerative medicine. J Cell Sci. 2008;121:255–264. doi: 10.1242/jcs.006064. [DOI] [PubMed] [Google Scholar]
- 72.Larson B.J., Longaker M.T., Lorenz H.P. Scarless fetal wound healing: a basic science review. Plast Reconstr Surg. 2010;126:1172–1180. doi: 10.1097/PRS.0b013e3181eae781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Tang Q.M., Chen J.L., Shen W.L., Yin Z., Liu H.H., Fang Z., Heng B.C., Ouyang H.W., Chen X. Fetal and adult fibroblasts display intrinsic differences in tendon tissue engineering and regeneration. Sci Rep. 2014;4:5515. doi: 10.1038/srep05515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Longaker M.T., Whitby D.J., Ferguson M.W., Lorenz H.P., Harrison M.R., Adzick N.S. Adult skin wounds in the fetal environment heal with scar formation. Ann Surg. 1994;219:65–72. doi: 10.1097/00000658-199401000-00011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Huang T.H., Zhu M.J., Li X.Y., Zhao S.H. Discovery of porcine microRNAs and profiling from skeletal muscle tissues during development. PLoS One. 2008;3:e3225. doi: 10.1371/journal.pone.0003225. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Wessels J.M., Edwards A.K., Khalaj K., Kridli R.T., Bidarimath M., Tayade C. The microRNAome of pregnancy: deciphering miRNA networks at the maternal-fetal interface. PLoS One. 2013;8:e72264. doi: 10.1371/journal.pone.0072264. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.van Rooij E., Sutherland L.B., Thatcher J.E., DiMaio J.M., Naseem R.H., Marshall W.S., Hill J.A., Olson E.N. Dysregulation of microRNAs after myocardial infarction reveals a role of miR-29 in cardiac fibrosis. Proc Natl Acad Sci U S A. 2008;105:13027–13032. doi: 10.1073/pnas.0805038105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Liu Y., Taylor N.E., Lu L., Usa K., Cowley A.W., Jr., Ferreri N.R., Yeo N.C., Liang M. Renal medullary microRNAs in Dahl salt-sensitive rats: miR-29b regulates several collagens and related genes. Hypertension. 2010;55:974–982. doi: 10.1161/HYPERTENSIONAHA.109.144428. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Qin W., Chung A.C., Huang X.R., Meng X.M., Hui D.S., Yu C.M., Sung J.J., Lan H.Y. TGF-beta/Smad3 signaling promotes renal fibrosis by inhibiting miR-29. J Am Soc Nephrol. 2011;22:1462–1474. doi: 10.1681/ASN.2010121308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Pandit K.V., Milosevic J., Kaminski N. MicroRNAs in idiopathic pulmonary fibrosis. Transl Res. 2011;157:191–199. doi: 10.1016/j.trsl.2011.01.012. [DOI] [PubMed] [Google Scholar]
- 81.Roderburg C., Urban G.W., Bettermann K., Vucur M., Zimmermann H., Schmidt S., Janssen J., Koppe C., Knolle P., Castoldi M., Tacke F., Trautwein C., Luedde T. Micro-RNA profiling reveals a role for miR-29 in human and murine liver fibrosis. Hepatology. 2011;53:209–218. doi: 10.1002/hep.23922. [DOI] [PubMed] [Google Scholar]
- 82.Schraml E., Grillari J. From cellular senescence to age-associated diseases: the miRNA connection. Longev Healthspan. 2012;1:10. doi: 10.1186/2046-2395-1-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Winbanks C.E., Wang B., Beyer C., Koh P., White L., Kantharidis P., Gregorevic P. TGF-beta regulates miR-206 and miR-29 to control myogenic differentiation through regulation of HDAC4. J Biol Chem. 2011;286:13805–13814. doi: 10.1074/jbc.M110.192625. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Hu Z., Klein J.D., Mitch W.E., Zhang L., Martinez I., Wang X.H. MicroRNA-29 induces cellular senescence in aging muscle through multiple signaling pathways. Aging (Albany NY) 2014;6:160–175. doi: 10.18632/aging.100643. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Li Z., Hassan M.Q., Jafferji M., Aqeilan R.I., Garzon R., Croce C.M., van Wijnen A.J., Stein J.L., Stein G.S., Lian J.B. Biological functions of miR-29b contribute to positive regulation of osteoblast differentiation. J Biol Chem. 2009;284:15676–15684. doi: 10.1074/jbc.M809787200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Kapinas K., Kessler C., Ricks T., Gronowicz G., Delany A.M. miR-29 modulates Wnt signaling in human osteoblasts through a positive feedback loop. J Biol Chem. 2010;285:25221–25231. doi: 10.1074/jbc.M110.116137. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Ameres S.L., Horwich M.D., Hung J.H., Xu J., Ghildiyal M., Weng Z., Zamore P.D. Target RNA-directed trimming and tailing of small silencing RNAs. Science. 2010;328:1534–1539. doi: 10.1126/science.1187058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Park J.E., Heo I., Tian Y., Simanshu D.K., Chang H., Jee D., Patel D.J., Kim V.N. Dicer recognizes the 5' end of RNA for efficient and accurate processing. Nature. 2011;475:201–205. doi: 10.1038/nature10198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Lim L.P., Lau N.C., Garrett-Engele P., Grimson A., Schelter J.M., Castle J., Bartel D.P., Linsley P.S., Johnson J.M. Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs. Nature. 2005;433:769–773. doi: 10.1038/nature03315. [DOI] [PubMed] [Google Scholar]
- 90.Muller F.J., Laurent L.C., Kostka D., Ulitsky I., Williams R., Lu C., Park I.H., Rao M.S., Shamir R., Schwartz P.H., Schmidt N.O., Loring J.F. Regulatory networks define phenotypic classes of human stem cell lines. Nature. 2008;455:401–405. doi: 10.1038/nature07213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Hullinger T.G., Montgomery R.L., Seto A.G., Dickinson B.A., Semus H.M., Lynch J.M., Dalby C.M., Robinson K., Stack C., Latimer P.A., Hare J.M., Olson E.N., van Rooij E. Inhibition of miR-15 protects against cardiac ischemic injury. Circ Res. 2012;110:71–81. doi: 10.1161/CIRCRESAHA.111.244442. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.van Rooij E., Purcell A.L., Levin A.A. Developing microRNA therapeutics. Circ Res. 2012;110:496–507. doi: 10.1161/CIRCRESAHA.111.247916. [DOI] [PubMed] [Google Scholar]
- 93.Liu Y.P., Berkhout B. miRNA cassettes in viral vectors: problems and solutions. Biochim Biophys Acta. 2011;1809:732–745. doi: 10.1016/j.bbagrm.2011.05.014. [DOI] [PubMed] [Google Scholar]
- 94.Santo V.E., Gomes M.E., Mano J.F., Reis R.L. From nano- to macro-scale: nanotechnology approaches for spatially controlled delivery of bioactive factors for bone and cartilage engineering. Nanomedicine (Lond) 2012;7:1045–1066. doi: 10.2217/nnm.12.78. [DOI] [PubMed] [Google Scholar]
- 95.Boukany P.E., Morss A., Liao W.C., Henslee B., Jung H., Zhang X., Yu B., Wang X., Wu Y., Li L., Gao K., Hu X., Zhao X., Hemminger O., Lu W., Lafyatis G.P., Lee L.J. Nanochannel electroporation delivers precise amounts of biomolecules into living cells. Nat Nanotechnol. 2011;6:747–754. doi: 10.1038/nnano.2011.164. [DOI] [PubMed] [Google Scholar]
- 96.Di Stasi A., Tey S.K., Dotti G., Fujita Y., Kennedy-Nasser A., Martinez C., Straathof K., Liu E., Durett A.G., Grilley B., Liu H., Cruz C.R., Savoldo B., Gee A.P., Schindler J., Krance R.A., Heslop H.E., Spencer D.M., Rooney C.M., Brenner M.K. Inducible apoptosis as a safety switch for adoptive cell therapy. N Engl J Med. 2011;365:1673–1683. doi: 10.1056/NEJMoa1106152. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Leskela H.V., Satta J., Oiva J., Eriksen H., Juha R., Korkiamaki P., Ivaska K.K., Soini Y., Lehenkari P. Calcification and cellularity in human aortic heart valve tissue determine the differentiation of bone-marrow-derived cells. J Mol Cell Cardiol. 2006;41:642–649. doi: 10.1016/j.yjmcc.2006.07.014. [DOI] [PubMed] [Google Scholar]
- 98.Hoogduijn M.J., Popp F., Verbeek R., Masoodi M., Nicolaou A., Baan C., Dahlke M.H. The immunomodulatory properties of mesenchymal stem cells and their use for immunotherapy. Int Immunopharmacol. 2010;10:1496–1500. doi: 10.1016/j.intimp.2010.06.019. [DOI] [PubMed] [Google Scholar]
- 99.Zhang Y., Liu D., Chen X., Li J., Li L., Bian Z., Sun F., Lu J., Yin Y., Cai X., Sun Q., Wang K., Ba Y., Wang Q., Wang D., Yang J., Liu P., Xu T., Yan Q., Zhang J., Zen K., Zhang C.Y. Secreted monocytic miR-150 enhances targeted endothelial cell migration. Mol Cell. 2010;39:133–144. doi: 10.1016/j.molcel.2010.06.010. [DOI] [PubMed] [Google Scholar]
- 100.Guduric-Fuchs J., O'Connor A., Camp B., O'Neill C.L., Medina R.J., Simpson D.A. Selective extracellular vesicle-mediated export of an overlapping set of microRNAs from multiple cell types. BMC Genomics. 2012;13:357. doi: 10.1186/1471-2164-13-357. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Haider H., Jiang S., Idris N.M., Ashraf M. IGF-1-overexpressing mesenchymal stem cells accelerate bone marrow stem cell mobilization via paracrine activation of SDF-1alpha/CXCR4 signaling to promote myocardial repair. Circ Res. 2008;103:1300–1308. doi: 10.1161/CIRCRESAHA.108.186742. [DOI] [PubMed] [Google Scholar]
- 102.Chapel A., Bertho J.M., Bensidhoum M., Fouillard L., Young R.G., Frick J., Demarquay C., Cuvelier F., Mathieu E., Trompier F., Dudoignon N., Germain C., Mazurier C., Aigueperse J., Borneman J., Gorin N.C., Gourmelon P., Thierry D. Mesenchymal stem cells home to injured tissues when co-infused with hematopoietic cells to treat a radiation-induced multi-organ failure syndrome. J Gene Med. 2003;5:1028–1038. doi: 10.1002/jgm.452. [DOI] [PubMed] [Google Scholar]
- 103.Lee H.K., Finniss S., Cazacu S., Bucris E., Ziv-Av A., Xiang C., Bobbitt K., Rempel S.A., Hasselbach L., Mikkelsen T., Slavin S., Brodie C. Mesenchymal stem cells deliver synthetic microRNA mimics to glioma cells and glioma stem cells and inhibit their cell migration and self-renewal. Oncotarget. 2013;4:346–361. doi: 10.18632/oncotarget.868. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Hollander A.P., Dickinson S.C., Kafienah W. Stem cells and cartilage development: complexities of a simple tissue. Stem Cells. 2010;28:1992–1996. doi: 10.1002/stem.534. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Zhang Y., Xie R.L., Croce C.M., Stein J.L., Lian J.B., van Wijnen A.J., Stein G.S. A program of microRNAs controls osteogenic lineage progression by targeting transcription factor Runx2. Proc Natl Acad Sci U S A. 2011;108:9863–9868. doi: 10.1073/pnas.1018493108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106.Mariner P.D., Johannesen E., Anseth K.S. Manipulation of miRNA activity accelerates osteogenic differentiation of hMSCs in engineered 3D scaffolds. J Tissue Eng Regen Med. 2012;6:314–324. doi: 10.1002/term.435. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Koning M., Werker P.M., van der Schaft D.W., Bank R.A., Harmsen M.C. MicroRNA-1 and microRNA-206 improve differentiation potential of human satellite cells: a novel approach for tissue engineering of skeletal muscle. Tissue Eng Part A. 2012;18:889–898. doi: 10.1089/ten.TEA.2011.0191. [DOI] [PubMed] [Google Scholar]
- 108.Yannas I.V., Burke J.F., Orgill D.P., Skrabut E.M. Wound tissue can utilize a polymeric template to synthesize a functional extension of skin. Science. 1982;215:174–176. doi: 10.1126/science.7031899. [DOI] [PubMed] [Google Scholar]
- 109.Formiga F.R., Pelacho B., Garbayo E., Abizanda G., Gavira J.J., Simon-Yarza T., Mazo M., Tamayo E., Jauquicoa C., Ortiz-de-Solorzano C., Prosper F., Blanco-Prieto M.J. Sustained release of VEGF through PLGA microparticles improves vasculogenesis and tissue remodeling in an acute myocardial ischemia-reperfusion model. J Control Release. 2010;147:30–37. doi: 10.1016/j.jconrel.2010.07.097. [DOI] [PubMed] [Google Scholar]
- 110.Ghahary A., Tredget E.E., Shen Q., Kilani R.T., Scott P.G., Takeuchi M. Liposome associated interferon-alpha-2b functions as an anti-fibrogenic factor in dermal wounds in the guinea pig. Mol Cell Biochem. 2000;208:129–137. doi: 10.1023/a:1007054424400. [DOI] [PubMed] [Google Scholar]
- 111.Hoban D.B., Newland B., Moloney T.C., Howard L., Pandit A., Dowd E. The reduction in immunogenicity of neurotrophin overexpressing stem cells after intra-striatal transplantation by encapsulation in an in situ gelling collagen hydrogel. Biomaterials. 2013;34:9420–9429. doi: 10.1016/j.biomaterials.2013.08.073. [DOI] [PubMed] [Google Scholar]
- 112.Monaghan M., Browne S., Schenke-Layland K., Pandit A. A collagen-based scaffold delivering exogenous microrna-29B to modulate extracellular matrix remodeling. Mol Ther. 2014;22:786–796. doi: 10.1038/mt.2013.288. [DOI] [PMC free article] [PubMed] [Google Scholar]




