The role of circulating miRNAs (c-miRNAs) in carcinogenesis has garnered considerable scientific interest. miRNAs may contribute actively to cancer development and progression, making them potential targets for cancer prevention and therapy. Lifestyle factors such as physical activity (PA) have been shown to alter c-miRNA expression, but the subsequent impact on cancer risk and prognosis is unknown. To provide a better understanding of how PA reduces the risk of cancer incidence and improves patient outcomes, we conducted a review of the impact of PA on c-miRNA expression, which includes a comprehensive synthesis of studies examining the impacts of acute and chronic exercise on expression of c-miRNAs. While the variability in methods used to assess miRNA expression creates challenges in comparing and/or synthesizing the literature, results to date suggest that the circulating form of several miRNAs known for playing a role in cancer (c-miR-133, c-miR-221/222, c-miR-126, and c-let-7) are altered by both acute and chronic PA. Additional research should develop standardized procedures for assessing both c-miRNA and PA measurement to improve the comparability of research results regarding the direction and amplitude of changes in c-miRNAs in response to PA. Cancer Epidemiol Biomarkers Prev; 27(1); 11–24. ©2017 AACR.

This article is featured in Highlights of This Issue, p. 1

miRNAs are implicated in the etiology of various diseases, including cancer (1), and understanding their biologic characteristics has led to novel insights for cancer diagnosis, treatment, and prognosis (2). miRNAs are considered to be stable in healthy individuals, but external factors including lifestyle can impact their expression. Several studies have reported that physical activity (PA) can modulate miRNA expression (3–5). The impact of PA on reducing cancer risk and improving cancer progression has been well documented, but the exact mechanisms underlying these relations are not yet completely understood (6, 7). A better understanding of altered expression and function of miRNAs in response to various forms of PA could assist in clarifying the role of PA in cancer prevention and prognosis.

miRNAs and cancer

miRNAs are a class of small noncoding RNAs that regulate gene expression posttranscriptionally, either by mRNA cleavage, mRNA destabilization, or inhibition of translation (8). Since the first miRNA was discovered by Lee and colleagues in 1993, more than 2,500 human miRNA sequences have been identified (miRBase; ref. 9). This rapid expansion of discovery can be partially explained by the broad importance of miRNAs in regular bodily functions. miRNAs are predicted to modulate more than 60% of protein-coding genes (10) and are involved in numerous integral cellular processes, including development, proliferation, metabolism, and signal transduction (11, 12). Given their regulatory importance, it is not surprising that miRNAs are widely implicated in carcinogenesis and progression. The mechanistic role of miRNAs in cancer was first discussed by Johnson and colleagues in 2005 (13) and the number of studies has been rapidly expanding ever since. In both solid and hematologic tumors, numerous miRNAs have been found to be altered, and their expression is associated with the severity and stage at diagnosis (14). In breast cancer, for example, several miRNAs have been observed as very early biomarkers of this disease (15).

The role of miRNAs in carcinogenesis and cancer progression is twofold. Both in vivo and in vitro studies have demonstrated they target either tumor suppressors or oncogenes (16). Expression of particular miRNAs can downregulate various oncogenes or reexpress tumor suppressor genes, leading to tumor suppression, whereas upregulation of other miRNAs, also referred to as oncomiRs, inhibits tumor suppressor genes or overexpress oncogenes, thereby promoting tumor cell proliferation and metastasis (16).

miRNAs are found in tissues and organs and are also released into the circulation in a remarkably stable form (17). The expression of those c-miRNAs has been found to be modified in numerous cancers including, but not limited to, colorectal, prostate, breast, hepatocellular, gastric, and head and neck cancers (1, 18–24). Altered c-miRNA expression was first observed in B-cell lymphoma patients by Lawrie and colleagues in 2008 (25) and it is now established that, on average, the expression of 100 c-miRNAs are altered in each cancer type. More importantly, the discovery of c-miRNAs in body fluids resulted in the implication of new possible pathways through which miRNAs may impact tumor development and progression, and led to novel insights for their use as therapeutic tools for cancer (26, 27).

miRNAs as potential mediators of the association between physical activity and cancer

PA has been shown to reduce cancer risk and progression (6, 28–31). Multiple hypothesized biologic mechanisms have been proposed to explain these benefits (6, 29, 32) including reductions in chronic inflammation, regulation of metabolic factors, changes in insulin resistance, enhanced immune system function, and levels of circulating sex hormones, myokines, or adipokines (6, 29, 32, 33). The exact mechanisms, however, whereby PA alters cancer risk and progression at various cancer sites are not fully understood and additional pathways are likely. As miRNAs are now well recognized for playing important roles in carcinogenesis and cancer outcomes, they could be involved in the PA-related benefits toward cancer.

The impact of PA on miRNAs has been investigated by several research groups, but mainly in the context of physical performance, muscle pathogenesis, and muscular dysfunction related to aging, as well as in muscle disorders associated with diabetes, cancer, and inflammation (3). The majority of the miRNAs shown to be altered by either acute or chronic exercise in these studies are muscle-specific miRNAs, also called myomiRs. miRNAs are differentially expressed within various organs, and if a miRNA is expressed more than 20-fold in a specific tissue compared with the mean of its expression in other tissues, it is thus considered as a tissue-specific miRNA (34). The expression of a variety of miRNAs, and particularly myomiRs, is modulated by PA within muscle tissues (4, 35) as well as in plasma (5). Zacharewicz and colleagues (4) have published a detailed review on miRNA expression within muscles in response to PA. Here we restrict our review to miRNA expression in blood following acute or chronic PA.

c-miRNAs are currently being extensively studied due to several advantages from a clinical and etiologic perspective including a remarkable stability in the circulation, resistance to RNase activity (36), and preservation through multiple freeze–thaw cycles (37). Consequently, c-miRNAs can be easily evaluated by standard and relatively inexpensive qRT-PCR techniques, even in low concentrations (38), and their measurement is a noninvasive procedure (39). This is in stark contrast to the analysis of miRNA expression within specific tissues, which require biopsies. On the basis of these differences, c-miRNAs measured from stored blood samples will prove advantageous in the conduct of large epidemiologic studies of PA-related cancer etiology. For these reasons, in this review, we focused on the role of c-miRNAs as an underlying mechanism mediating PA's benefits against cancer through the exploration of potential links between PA-induced c-miRNA modulation and cancer-related c-miRNA expression.

The majority of c-miRNAs are derived from leukocytes and endothelial cells (40) but they can also originate from organs exposed to high blood flow (3). When exercising, the blood flow is significantly elevated, with up to 80-fold blood flow increase in times of high physical output (41, 42), leading to expression changes in miRNAs originating from various organs (43–45), and in particular from skeletal muscles. The release of miRNAs in the blood circulation can originate from destroyed tissues (46, 47), especially if the exercise load is great (48). However, increases in the expression of c-miRNAs have also been reported in the absence of cell damage markers in plasma (49). miRNAs can, in fact, be exported by active transport systems, either encapsulated in extracellular vesicles (such as exosomes; refs. 46, 50, 51), or associated with protein or lipid-based complexes [e.g., Argonaute2 (AGO2), high-density lipoproteins (HDL), and low-density lipoproteins (LDL); refs. 36, 52–54]. Importantly, increasing evidence shows that miRNAs, through their circulating form, can be transported from donor cells to recipient cells, where they exert their functions (18, 54). c-miRNAs are thus being recognized as important components in intercellular communication (53, 55, 56), and have notably been demonstrated to play key roles in crucial cellular processes, such as apoptosis, proliferation, metastasis, and immunity (56, 57). For example, exosomal-miR-105 secreted by breast cancer cells and transferred to endothelial cells have been shown to promote metastasis (58).

We conducted a literature search up to March of 2016 in PubMed using the following search strategy: “miRNAs AND exercise” or “miRNAs AND physical activity” or “microRNAs AND exercise” or “microRNAs AND physical activity.” Only studies conducted in humans containing data measuring c-miRNAs were included. We did not employ a minimum sample size threshold and studies with small numbers of participants were also included, as the total number of studies meeting our inclusion criteria was relatively small. Studies examining populations with disease were excluded, and all studies included in the review presented measurements among healthy subjects as underlying diseases may impact c-miRNAs. To our knowledge, there are no data on the effect of PA on c-miRNA expression in patients with cancer. One study has investigated the impact of PA on miRNA expression within tumor tissue based on an animal model, and is included in the Discussion section. We also analyzed reference lists of the identified studies for additional relevant articles. The title and abstract were examined, and full text was obtained if the article seemed eligible. No period or language restrictions were applied. We compiled the results from studies investigating c-miRNA expression in response to a single bout of PA (acute PA) in either normally active individuals (Table 1) or trained subjects (Table 2) as well as the impact of a training period and/or regular PA (chronic PA) on basal c-miRNA expression (Table 3).

Table 1.

Effect of acute PA on the expression of c-miRNAs in healthy and normal activity subjects

Effect of acute PA on the expression of c-miRNAs in healthy and normal activity subjects
Effect of acute PA on the expression of c-miRNAs in healthy and normal activity subjects
Table 2.

Effect of acute PA on the expression of c-miRNAs at various time points in healthy, trained subjects

Effect of acute PA on the expression of c-miRNAs at various time points in healthy, trained subjects
Effect of acute PA on the expression of c-miRNAs at various time points in healthy, trained subjects
Table 3.

Effect of chronic/regular/long-term PA on c-miRNA levels in healthy subjects

Effect of chronic/regular/long-term PA on c-miRNA levels in healthy subjects
Effect of chronic/regular/long-term PA on c-miRNA levels in healthy subjects

Tables 1 and 2 include details on study (design, sample size, timing of blood draws), participant (age, gender, PA level), and protocol characteristics [training program if any, type of exercise (resistance or endurance exercise)]. Included in these tables are descriptions of the number of miRNAs screened, number of miRNAs altered by PA, miRNAs measured but not altered, and undetectable or unreliable miRNAs.

With regards to the type of exercise, we considered predominantly endurance exercises as exercises involving the whole body and increasing oxidative capacity and aerobic endurance (e.g., a marathon run), while resistance exercises were defined as exercises using machines, weights, or even individuals' body weight to stimulate muscle hypertrophy and increase muscular strength or power (e.g., leg press, squats, pull-ups). We highlight the distinctions between normally active and “trained” participants, based on the information provided by the studies. We considered the subjects trained if: (i) the subjects underwent a specific training program described in the study; (ii) a large bout of exercise, such as a marathon run, was included in the protocol as undergoing such an effort implies previous training (even though not always specified in the reviewed studies); (iii) the authors stated that the participants were “trained individuals” and/or part of a competitive program. We considered the subjects “untrained” or “normally active” if the participants engaged in recreational activity ≤ 4 hours per week and/or if specified in the study. In total, we included 5 studies examining normally active individuals and 10 studies investigating trained individuals, according to our criteria.

To facilitate comparisons across studies, we present the data for c-miRNAs that were examined in multiple studies. We first synthesize and discuss the results obtained for c-miRNA expression following acute PA, followed by a discussion and synthesis of results examining basal miRNA expression in response to chronic PA.

PA has also been shown to modulate miRNA expression within peripheral blood mononuclear cells (PBMC). PBMCs are leukocytes with a round nucleus, and comprise lymphocytes (T cells, B cells, and natural killer cells), monocytes, and dendritic cells (59). Similar to c-miRNAs, PBMC miRNAs can easily be detected by standard qRT-PCR techniques, but it remains controversial whether their expression is similar or not to whole blood miRNAs (60, 61). Thus, even though two different research groups found an impact of acute PA in circulating leukocytes (62–65), those results are not discussed in this review.

We have identified a total number of 16 studies in our review, which are displayed in Tables 1,Table 23. Among these studies, 14 investigated c-miRNA expression in response to a single bout of exercise (48, 49, 65–76), and six (49, 66, 71, 75, 77, 78) evaluated the impact of chronic exercise on c-miRNA expression.

Impact of acute physical activity on c-miRNA expression

Acute PA refers to a single isolated PA session. It is clear that a single bout of PA alters expression of several c-miRNAs shortly after its completion (Tables 1 and 2). However, the modalities of PA [frequency, intensity, timing and type (FITT)] and the individual's physical fitness levels (trained or untrained) may impact those changes. Modifications in several c-miRNAs are not always observed immediately after PA, but are seen only after 2–3 hours of rest. For example, Banzet and colleagues reported no changes in miRNA expression immediately after the completion of a single bout of eccentric exercise (30 minutes downhill walking) but observed an increase in miR-1, miR-133a, miR-133b, miR-499-5p, and miR-208b 6 hours post bouts of PA (68). These c-miRNAs then returned to baseline expression after periods of inactivity, which has been reported to be relatively slow in some studies (66–68, 70, 72). For example, decreased expression of c-miR-221 was still observed by Sawada and colleagues 3 days postcompletion of a resistance exercise session (67).

Muscle- or cardiac-specific miRNAs.

In healthy individuals, muscle- or cardiac specific miR-1, miR-133, miR-206, miR-499, and miR-208 are expressed at low levels in the circulation, whereas miR-486 is generally found in higher concentrations (74, 79). In response to PA, several studies have shown an increase in the circulating forms of miR-1, miR-133, miR-206, miR-208, and miR-499 immediately after the completion of various PA modalities (FITT; refs. 48, 68, 70, 72, 73, 75, 76), and a decrease in miR-486 (66). It can be noted that specific exercise modalities appear to impact changes in miRNA levels. Banzet and colleagues found different c-miRNA expression patterns in normally active participants who underwent a downhill walk versus others who completed an uphill walk (68). Downhill walking is considered an eccentric exercise as the muscles actively lengthen during this effort, whereas uphill walking induces active shortening of the muscles and is thus considered a concentric exercise. Interestingly, Banzet and colleagues found significantly higher muscle/cardiac specific c-miRNA expression for participants who walked downhill compared with subjects walking uphill (68). Thus, these data suggest that the type of muscle contraction involved in the exercises impacts c-miRNA expression. Furthermore, data from various studies also suggests that muscle/cardiac c-miRNAs can be differentially expressed depending on PA's intensity. For example, when looking at c-miR-133, Uhlemann and colleagues showed that modifications in c-miR-133 expression in response to PA were correlated with phosphocreatine kinase (CPK) activity, a marker for muscle damages: the more damaging the exercise was, the most altered c-miR-133 expression was (48).

Modulations in muscle/cardiac c-miRNA expression postexercise appear to be temporary, yet the exact delay before a return to baseline values is unclear. When examining measures taken one day postexercise, most studies showed that muscle and cardiac specific c-miRNAs had returned to their basal value. Others, however, reported a decrease in expression of those c-miRNAs compared to immediately after exercise, but still significantly elevated compared to baseline values. Focusing on c-miR-1 for example, four studies found similar expression of this c-miRNA between preexercise and 24 hours postexercise (49, 68, 75, 76), while one other observed significantly higher expression compared with baseline value (but attenuated from expression measured immediately after exercise; ref. 70).

Interestingly, high interindividual variation in c-miR-499 expression has been reported in response to an acute bout of endurance exercise in two different studies (68, 72) which suggests that c-miR-499 is highly dependent on participants' characteristics, notably their training status. miR-499 is a cardiac-specific miRNA and studies have shown its circulating form may represent a marker of myocardial injury (80–84). Strenuous exercises such as marathon running can induce transient myocardial injuries (85–88), this risk being higher in less trained individuals (87, 89). Therefore, the interindividual variation observed in c-miR-499 expression following a marathon run may reflect variation in training among participants, and/or cardiac muscle exhaustion.

Other circulating miRNAs.

Non muscle- or cardiac-specific c-miRNAs have also been reported to be impacted by acute PA, but the exact direction and magnitude of those changes remain unclear. Two different research groups observed an upregulation of c-miR-126, an endothelial-specific miRNA involved in angiogenesis (90), immediately after a single bout of PA (48, 72), while no statistical differences in c-miR-126 expression pre- and post-PA have also been reported (48, 69). Interestingly, Uhlemann and colleagues measured c-miR-126 expression before and after an acute bout of PA: subjects were either trained or untrained and the exercises which had to be completed varied among protocols in type, duration, and intensity (48). They observed an upregulation in c-miR-126 in response to a single maximal symptom–limited test performed by healthy individuals, as well as in trained men who underwent 4 hours of bicycling at 70% of their anaerobic threshold, and in trained runners who completed a marathon. However, Uhlemann and colleagues also reported no significant difference in c-miR-126 expression in trained subjects who performed a resistance training session compared with basal values (48). As miR-126 is an endothelial-specific miRNA, the authors explained the increase in c-miR-126 expression following acute exercise observed in three of their protocols by exercise-induced endothelial damages, while they suggested that the resistance exercise session, which resulted in unaltered c-miR-126 expression, did not cause such damages (48).

c-miR-146a, a miRNA known for playing a role in inflammation and immunity (91, 92) has also been found to be altered by acute PA; however, the effects appear to be highly dependent on the type of activity intervention. Two studies have reported an upregulation of this c-miRNA in response to a single bout of endurance exercise in trained individuals (49, 72), but Nielsen and colleagues observed opposite results with a decrease in c-miR-146a in response to a similar type of PA in normally active subjects (71). In contrast, Van Craenenbroeck and colleagues reported no change in c-miR-146a expression in response to a single maximal symptom–limited test, while Sawada and colleagues measured no alteration in c-miR-146a expression in healthy men immediately after they performed resistance exercise session but found a decrease in its expression three days postexercise (67). Interestingly, in trained athletes, Baggish and colleagues found an upregulation miR-146a in response to an acute bout of PA both before and after a training program, the magnitude of the elevation being higher after completion of the training program (49).

Similarily, changes in the circulating expression of miR-221 and miR-222, important players in vascular biology (93), have been reported, but high variations can be found between the studies (49, 67, 71). In response to a 60-minute cycle ergometer exercise bout below anaerobic threshold, c-miR-221 has been found to be downregulated in normally active participants by Nielsen and colleagues (71), as opposed to Baggish and colleagues who showed an upregulation of c-miR-221 expression in trained individuals following an acute exhaustive cycling exercise (49). When assessing the impact of a short exhaustive bout of PA on the c-miRNA expression, Sawada and colleagues did not report any changes immediately after PA completion, but found a decrease three days later (67). c-miR-222 expression in response to an acute bout of PA has only been investigated by two different studies: one of them showed an upregulation of this c-miRNA in trained men undergoing an exhaustive bout of exercise (49), while the other one reported no change in its expression between before and after a resistance exercise session (67). The differences observed between studies are likely attributable to differences in protocols, suggesting that alterations of c-miRNAs in response to acute PA are dependent on the dose and type of exercise (FIIT) as well as participants' characteristics (e.g., age, gender, fitness level, health status, personal history, diet, smoking habits, etc.).

Impact of chronic physical activity on c-miRNA expression

Chronic PA is defined as regular PA done over an extended time period (a minimum of several weeks). Interestingly, contrary to what is observed for c-miRNA expression following an acute bout of PA (Tables 1 and 2), there is a general trend for a downregulation of c-miRNAs expression in response to chronic PA (Table 3). Among the six different studies investigating the impact of chronic PA on resting expression of c-miRNAs we included in our review, four were intervention trials (49, 66, 71, 75) and two were observational studies (77, 78). The blood samples analyzed in those research projects were taken at rest, at least 12 hours after the last training session.

Muscle- or cardiac-specific miRNAs.

Cardiac- or muscle specific c-miRNA expression changes in response to chronic PA are hard to measure because of their low concentrations in humans at rest, consequently, there are limited results thus far. For c-miR-1, one study reported no change between its resting expression before and after a 10-week marathon training period in either trained or untrained individuals (75), whereas two other research groups found its expression too low to interpret its measurement (66, 78). A trend towards a decrease in c-miR-133 expression in response to a supervised training on a cycle ergometer was found by Nielsen and colleagues (71), while other studies reported no changes (49, 75) or nondetectable amounts for the quantification of c-miR-133 (66, 78). Several studies measured the resting expression of c-miR-206 (66, 78), c-miR-208 (66), and c-miR-499 (66, 78) before and after a training period, but their expressions were too low to be interpreted. Finally, Aoi and colleagues found that a 4-week cycling program downregulates c-miR-486 basal expression (66).

Other circulating miRNAs.

When evaluating c-let-7d expression, a miRNA that has a crucial role in cell division and differentiation (94, 95), Nielsen and colleagues showed a downregulation of its baseline expression after a 12-week training period (71) while Bye and colleagues' observational study (77) showed that subjects with high maximal oxygen uptake (O2max; 145.2 ± 20.7 mL/kg0.75/min) had a lower c-let-7d expression compared with individuals engaging in similar activity levels but with lower O2max (101.1 ± 18.0 mL/kg0.75/min).

For c-miR-21, Nielsen and colleagues reported that baseline expression was decreased after chronic PA (71), while the results obtained from Bye and colleagues' observational study shows that independently of activity levels, individuals with high O2max have decreased c-miR-21 basal expression compared with subjects with lower O2max (77). However, Baggish and colleagues found an upregulation of c-miR-21 after 13 weeks of rowing training, while Wardle and colleagues reported no alteration in expression between athletes (endurance or resistance trained) and controls, but showed a significant increase in resistance trained individuals when compared with endurance athletes (72, 78).

c-miR-221 and c-miR-222 expression in response to chronic PA remains unclear. Baggish and colleagues reported increased expression of c-miR-222 after a 13-week training program (72), in line with Wardle and colleagues' findings when comparing endurance trained athletes with control individuals (78). However, Wardle and colleagues found a downregulation of c-miR-222 in resistance trained athletes, and Bye and colleagues' reported a decrease in c-miR-222 expression in individuals with high O2max when compared with subjects with a lower O2max (77, 78). Similarly, various results have been found for the changes of c-miR-221 expression in response to chronic PA: Baggish and colleagues reported an increase in its baseline expression after a training period (72), whereas Wardle and colleagues found no statistical differences between trained athletes (endurance or resistance) and controls, but a downregulation in resistance-trained athletes when compared with endurance-trained athletes (78).

Potential impact of PA-induced c-miRNA changes on cancer risk, progression, and treatment

Overall, the current results available from the scientific literature suggest that several c-miRNAs are impacted by acute PA (miR-1, miR-133, miR-206, miR-208, miR-499, miR-486, miR-126, miR-146, miR-221, and miR-222) and/or by chronic PA (miR-133, miR-486, let-7d, miR-21, miR-222, and miR-221). Importantly both acute PA and chronic PA appear to induce changes in c-miRNA expression depending on exercise modalities and individuals' fitness status. While results to date are promising and suggest a clear impact of PA on miRNA expression, comparisons between studies are challenging and efforts should be devoted toward standardized protocols and procedures for miRNA collection, analysis, and reporting.

The studies included in this review suggest that PA modulates c-miRNA expression in healthy individuals. Several studies have also observed that PA can alter c-miRNA expression within disease populations such as patients with chronic kidney diseases (69) and prediabetic individuals (96). To our knowledge, however, no data exist regarding the impact of PA on miRNA in patients with cancer. PA also appears to be able to influence miRNA expression within organs other than skeletal muscles (97, 98). Taken together, these elements suggest that PA may influence c-miRNA expression in cancer patients, perhaps via c-miRNA intercellular communication. This hypothesized mechanism is illustrated in Fig. 1.

Figure 1.

Hypothesized pathways of miRNA transport from muscles to tumor cells via the circulation. miRNAs can be exported from one cell to another via plasma through various active transport systems including: exosomes developed within multivesicular bodies (MVB); released into the blood circulation after fusion of the MVBs with the plasma membrane; transport through protein or lipid-based complexes, such as HDL, and delivered to recipient cells. Abbreviations: MVB, multivesicular body.

Figure 1.

Hypothesized pathways of miRNA transport from muscles to tumor cells via the circulation. miRNAs can be exported from one cell to another via plasma through various active transport systems including: exosomes developed within multivesicular bodies (MVB); released into the blood circulation after fusion of the MVBs with the plasma membrane; transport through protein or lipid-based complexes, such as HDL, and delivered to recipient cells. Abbreviations: MVB, multivesicular body.

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Throughout this section, we discuss how modulation of specific c-miRNA expression by PA might impact cancer risk, progression, and treatments, and provide some examples of promising early findings. Figure 2 presents hypothesized examples of how PA could impact cancer via c-miRNA modulation using c-miR-133, c-miR-221/222, c-miR-126, and c-let-7.

Figure 2.

Hypothesized mechanisms of action of PA on cancer risk and progression through c-miRNA modulation. Multiple c-miRNAs (miR-126, miR-221/222, miR-133, and Let-7) that impact pathways involved in cancer risk and progression have been shown to be altered by PA.

Figure 2.

Hypothesized mechanisms of action of PA on cancer risk and progression through c-miRNA modulation. Multiple c-miRNAs (miR-126, miR-221/222, miR-133, and Let-7) that impact pathways involved in cancer risk and progression have been shown to be altered by PA.

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Impact of miRNAs on cancer risk and development.

Multiple miRNAs are involved in DNA repair, checkpoint functions, tumor suppression, etc. (99), and their modulation by PA might play an important role in cancer risk and progression. For example, PA can alter c-miR-133 expression (48, 68, 70–73, 75, 76, 100), a well-known myoMiR participating in myoblast differentiation, which has also been identified as a tumor suppressor (101) in several cancers, including ovarian, colorectal, bladder, breast, prostate, and gastric cancers (100, 102–107). miR-133 has also been shown to be modified within muscle tissues in response to acute and chronic PA. More specifically, acute bouts of exercise seem to increase muscular miR-133 expression (108, 109), while training tends to decrease expression (108). These data suggest that miR-133 can translocate from muscle tissue to blood vessels, and that this miRNA can impact cancer progression as depicted in Fig. 1. Several studies suggest that miR-133 targets several oncogenes, such as the EGFR (100) and the insulin-like growth factor 1 receptor (IGF1R; refs. 107, 110). When activated, those oncogenes stimulate various pathways causing deregulation in several cell processes, eventually leading to carcinogenesis. For example, activation of EGFR pathway leads to the stimulation of intracellular signaling cascades such as the MAPK/ERK pathway, which plays a role in cell-cycle progression, differentiation, proliferation, and apoptosis (111, 112). When activated, the EGFR pathways also stimulate the PI3K/AKT cascade, known for its crucial role in regulation of apoptosis and protein synthesis (113, 114). An increase in c-miR-133 by PA originating from muscle tissue, may therefore impact tumor cells and regulate target oncogenes and associated pathways.

Similarly, let-7 is a tumor suppressor and proapoptotic miRNA (115) whose expression is decreased in numerous cancers (116), and reported to be modulated in plasma by exercise (71, 77). While no direct evidence was identified in humans, in an animal model, breast tumor-bearing mice who underwent 5 weeks of interval exercise training (treadmill running) had increased let-7 expression within the tumor itself when compared with breast-tumor sedentary mice (117). Let-7 is known for inhibiting mRNA translation of well-known oncogenes, including the RAS family (HRAS, KRAS, and NRAS; ref. 13) and c-MYC (refs. 118, 119). When activated, Ras stimulates several signaling pathways, including MAPK cascade and PI3K/AKT (120), thereby influencing many cellular functions.

We must note the complex and often paradoxical role of miRNAs, with several miRNAs exerting stimulatory as well as inhibitory effects depending on cancer type or stage of the disease (121–123). miR-221 and miR-222 for example have a dual role: they can either act as tumor suppressors as oncogenes. On one hand, miR-221 and miR-222 have been found to relent cancer progression in several cancer types, and their expression in the circulation have been found to be altered by PA in several studies (49, 71, 72, 77, 78). In gastrointestinal stromal tumors, for example, miR-221 and miR-222 are thought to have prophylactic effects by negatively regulating the stem cell factor receptor KIT, and are found underexpressed in tumors when compared with healthy tissues (124–126). KIT is a receptor tyrosine-kinase (RTK), and its activation leads to the stimulation of several intracellular signaling pathways, including the STAT3, PI3K, phospholipase C (PLC), and the MAPK cascade (127–129). KIT promotes cell survival, proliferation, and motility (130), and its inhibition by miR-221 and miR-222 therefore contributes to carcinogenesis suppression. Modulation of those miRNAs by PA could thereby inhibit KIT activation, consequently lowering the risk of developing cancer.

On the other hand, miR-222 and miR-221 have been shown to act as oncomiRs in other cancer types. In lung and liver cancer for example, these miRNAs have been shown to inhibit the action of the PTEN, known to inhibit MAPK/ERK pathway, and the tissue inhibitor of metalloproteinases-3 (TIMP3), thereby enhancing cell proliferation and migration through PI3K/AKT pathway (131). The dual role played by miR-222 and miR-221 suggest that clarifying the influence of exercise modalities (endurance vs. resistance, short vs. long duration, regular vs. irregular training, etc.), tissue and/or cancer site of interest will be extremely important in subsequent research.

Impact of miRNAs on cancer invasion and metastasis.

PA also modulates c-miRNAs involved in cell proliferation, invasion and metastasis (Fig. 2). For example, miR-21 is altered by resistance and endurance training (71, 72, 78) and is also known for participating in tumor invasion. In fact, in vitro studies have shown that in several cancer types, miR-21 knockdown mice displayed suppression of cell proliferation and tumor growth (132), as well as reduced invasion and metastasis (132–134). Furthermore miR-21 negatively regulates tumor suppressor programmed cell death 4 (PDCD4; ref. 135) and downstream signaling targets (136, 137) in colorectal cell lines. The results in this review (Tables 1,Table 23) suggest that acute exercise can transiently upregulate c-miR-21 expression (65, 49), while chronic exercise (which reflects physiologic adaptations) can also lead to alterations in miR-21 expression within circulation (71, 77); however, the influence of chronic PA is less clear. By lowering miR-21 expression within cancer cells, PA may restore PDCD4 and PTEN activation and limit cancer proliferation. This is supported by literature that suggests PA is able to modulate miR-21 within multiple tissues/fluids, for example muscle tissue in mice (138) as well as in plasma in healthy human subjects (49, 65, 71, 77, 78), as well as in tumors of breast tumor-bearing mice (Fig. 1; ref. 117).

The upregulation of c-miR-126 by acute PA (48, 72) might also represent a pathway through which PA impacts cancer progression. In breast cancer, miR-126 regulates the tumor microenvironment composition by directly inhibiting stromal cell–derived factor-1 alpha (CXCL12) expression and indirectly suppressing chemokine ligand 2 (CCL2) expression in cancer cells; ref. 139). These two chemokines play a role in recruiting stromal cells to the primary tumor microenvironment (140, 141), thereby leading to cancer cell invasion and metastasis. Therefore, the increase in c-miR-126 expression in response to acute PA followed by active transport into tumor cells could lead to inhibition of CXCL12 and CCL2, consequently suppressing cancer expansion by modifying the tumor microenvironment composition (48).

Overall, PA-induced c-miRNA expression changes could have the potential to impact tumorigenesis and cancer development. Importantly, several studies suggest that reexpression of tumor suppressor miRNAs within tumor tissues can inhibit tumor growth, thereby representing a promising therapeutic tool against cancer (18, 142–144). For example, reexpression of let-7 within various tumor types have been proven to slow cancer growth (94, 145–147) and is thus considered a promising tool against cancers underexpressing let-7 family members (145, 148). Additional research, particularly large intervention studies in populations of cancer patients, is needed to determine the exact impact of PA on miRNA expression and potential roles in cancer therapy.

Limitations of the research to date

Investigating c-miRNAs in response to PA presents several challenges. First, to date, there are few studies that have compared similar c-miRNAs using comparable methods to enable direct comparisons across studies. Although some consistency has been observed for several c-miRNAs such as miR-133 (48, 70, 72, 73, 75, 76), contradictory results have often been observed. This inconsistency can largely be attributed to discrepancy in methods across studies, including: (i) differences in sample collection; (ii) postprocessing of samples, and (iii) the use of serum or plasma for miRNA extraction.

Different normalization strategies have been used between the reviewed studies. The current results available on c-miRNA expression changes in response to PA should therefore be carefully interpreted. For example, Nielsen and colleagues used a stable expressed c-miRNA to account for the biological variation between samples, whereas Baggish and colleagues used a synthetic spike in approach (71, 72). Some studies also included a hemolysis control phase in the study design, as it has been shown that hemolysis occurring during blood collection has substantial impact on the miRNA content in plasma/serum (149). This issue occurs because erythrocytes contain numerous miRNAs that unavoidably will contaminate a plasma sample if the erythrocyte bursts during sampling (150).

Another methodologic factor likely to impact the reliability of the results obtained from the various studies reviewed here is the fact that miRNA concentrations vary between serum and corresponding plasma samples (151). Analyzing and comparing miRNA expression from serum and plasma within or between studies should be done carefully.

To date, miRNA expression in response to PA has mainly been measured in the circulation and in muscles, but it would also be interesting to study the changes in miRNA expression in other tissues. More specifically, investigating miRNA expression after PA in target tissues, and more specifically tumor tissues, would provide novel data of how PA can impact cancer through miRNA modulation. Tissue-specific approaches would also aid in a better understanding of the role of c-miRNAs in specific cancer sites that may result in the development of targeted novel therapies.

Conclusions and future directions

PA represents a lifestyle behavior that influences the expression of several c-miRNAs, some of which have been associated with carcinogenesis and cancer progression. Our results suggest that alteration of miRNAs within the circulation is dependent on the type/modality/frequency of exercise as well as on the participants' characteristics. Furthermore, the evidence to date on c-miRNA expression in response to PA is limited by small sample sizes without standardized measures of miRNA or physical activity. miRNAs appear to have a meaningful impact on cancer risk and progression; however, the effect varies between cancer types. Therefore, it appears essential to provide a better understanding of how various types of PA in a specific population could impact c-miRNA expression: it could represent a useful tool for healthcare practioners in establishing and monitoring PA programs for patients with cancer.

Future research should focus on large epidemiologic studies with standardized blood storage and collection as well as standardized measures of c-miRNA expression and objective measures of PA. Additional consistency is needed to provide more meaningful conclusions as well as standardization of PA measurement. Further investigation into the effects of PA on miRNAs is necessary and could have implication both for cancer prevention, treatment, and survival outcomes.

No potential conflicts of interest were disclosed.

S. Dufresne was supported by the Ministère de l'Enseignement Supérieur et de la Recherche (France) while writing this review article. D. Brenner is supported by a Capacity Development Award Cancer Prevention Development Career Award from the Canadian Cancer Society (#703917). C. Friedenreich is supported by an Alberta Innovates-Health Solutions Health Senior Scholar Award and an Alberta Cancer Foundation Weekend to End Women's Cancers Breast Cancer Chair. P. Muti is supported by the ArcelorMittal Dofasco Chair. A. Rebillard is financed by Ministère de l'Enseignement Supérieur et de la Recherche (France).

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Ha
T-Y
. 
MicroRNAs in human diseases: from cancer to cardiovascular disease
.
Immune Netw
2011
;
11
:
135
54
.
2.
Schoof
CR
,
Botelho
EL
,
Izzotti
A
,
Vasques Ldos
R
. 
MicroRNAs in cancer treatment and prognosis
.
Am J Cancer Res
2012
;
2
:
414
33
.
3.
Aoi
W
. 
Frontier impact of microRNAs in skeletal muscle research: a future perspective
.
Front Physiol
2014
;
5
:
495
.
4.
Zacharewicz
E
,
Lamon
S
,
Russell
AP
. 
MicroRNAs in skeletal muscle and their regulation with exercise, ageing, and disease
.
Front Physiol
2013
;
4
:
266
.
5.
Xu
T
,
Liu
Q
,
Yao
J
,
Dai
Y
,
Wang
H
,
Xiao
J
. 
Circulating microRNAs in response to exercise
.
Scand J Med Sci Sports
2015
;
25
:
e149
54
.
6.
Friedenreich
CM
,
Orenstein
MR
. 
Physical activity and cancer prevention: etiologic evidence and biological mechanisms
.
J Nutr
2002
;
132
:
3456S
64S
.
7.
Ballard-Barbash
R
,
Friedenreich
CM
,
Courneya
KS
,
Siddiqi
SM
,
McTiernan
A
,
Alfano
CM
. 
Physical activity, biomarkers, and disease outcomes in cancer survivors: a systematic review
.
JNCI J Natl Cancer Inst
2012
;
104
:
815
40
.
8.
He
L
,
Hannon
GJ
. 
MicroRNAs: small RNAs with a big role in gene regulation
.
Nat Rev Genet
2004
;
5
:
522
31
.
9.
miRBase [Internet]
[cited 2016 Mar 17]. Available from
: www.mirbase.org.
10.
Friedman
RC
,
Farh
KK-H
,
Burge
CB
,
Bartel
DP
. 
Most mammalian mRNAs are conserved targets of microRNAs
.
Genome Res
2009
;
19
:
92
105
.
11.
Bartel
DP
. 
MicroRNAs: genomics, biogenesis, mechanism, and function
.
Cell
2004
;
116
:
281
97
.
12.
Aoi
W
,
Sakuma
K
. 
Does regulation of skeletal muscle function involve circulating microRNAs?
Front Physiol
2014
;
5
:
39
.
13.
Johnson
SM
,
Grosshans
H
,
Shingara
J
,
Byrom
M
,
Jarvis
R
,
Cheng
A
, et al
RAS is regulated by the let-7 microRNA family
.
Cell
2005
;
120
:
635
47
.
14.
Garzon
R
,
Marcucci
G
,
Croce
CM
. 
Targeting microRNAs in cancer: rationale, strategies and challenges
.
Nat Rev Drug Discov
2010
;
9
:
775
89
.
15.
Muti
P
,
Sacconi
A
,
Hossain
A
,
Donzelli
S
,
Ben Moshe
NB
,
Ganci
F
, et al
Downregulation of microRNAs 145-3p and 145-5p is a long-term predictor of postmenopausal breast cancer risk: The ORDET Prospective Study
.
Cancer Epidemiol Biomarkers Prev
2014
;
23
:
2471
81
.
16.
Zhang
B
,
Pan
X
,
Cobb
GP
,
Anderson
TA
. 
microRNAs as oncogenes and tumor suppressors
.
Dev Biol
2007
;
302
:
1
12
.
17.
Mitchell
PS
,
Parkin
RK
,
Kroh
EM
,
Fritz
BR
,
Wyman
SK
,
Pogosova-Agadjanyan
EL
, et al
Circulating microRNAs as stable blood-based markers for cancer detection
.
Proc Natl Acad Sci USA
2008
;
105
:
10513
8
.
18.
Wang
W-T
,
Chen
Y-Q
. 
Circulating miRNAs in cancer: from detection to therapy
.
J Hematol Oncol
2014
;
7
:
86
.
19.
Ng
EK
,
Chong
WW
,
Jin
H
,
Lam
EK
,
Shin
VY
,
Yu
J
, et al
Differential expression of microRNAs in plasma of colorectal cancer patients: a potential marker for colorectal cancer screening
.
Gut
2009
;
58
:
1375
81
.
20.
Ozen
M
,
Creighton
CJ
,
Ozdemir
M
,
Ittmann
M
. 
Widespread deregulation of microRNA expression in human prostate cancer
.
Oncogene
2007
;
27
:
1788
93
.
21.
Iorio
MV
,
Ferracin
M
,
Liu
CG
,
Veronese
A
,
Spizzo
R
,
Sabbioni
S
, et al
MicroRNA gene expression deregulation in human breast cancer
.
Cancer Res
2005
;
65
:
7065
70
.
22.
Hung
C-H
,
Chiu
Y-C
,
Chen
C-H
,
Hu
T-H
. 
MicroRNAs in hepatocellular carcinoma: carcinogenesis, progression, and therapeutic target
.
BioMed Res Int
2014
;
2014
:
486407
.
23.
Liu
H-S
,
Xiao
H-S
. 
MicroRNAs as potential biomarkers for gastric cancer
.
World J Gastroenterol
2014
;
20
:
12007
17
.
24.
Chang
SS
,
Jiang
WW
,
Smith
I
,
Poeta
LM
,
Begum
S
,
Glazer
C
, et al
MicroRNA alterations in head and neck squamous cell carcinoma
.
Int J Cancer J
2008
;
123
:
2791
7
.
25.
Lawrie
CH
,
Gal
S
,
Dunlop
HM
,
Pushkaran
B
,
Liggins
AP
,
Pulford
K
, et al
Detection of elevated levels of tumour-associated microRNAs in serum of patients with diffuse large B-cell lymphoma
.
Br J Haematol
2008
;
141
:
672
5
.
26.
Keller
A
,
Leidinger
P
,
Gislefoss
R
,
Haugen
A
,
Langseth
H
,
Staehler
P
, et al
Stable serum miRNA profiles as potential tool for non-invasive lung cancer diagnosis
.
RNA Biol
2011
;
8
:
506
16
.
27.
Kosaka
N
,
Iguchi
H
,
Ochiya
T
. 
Circulating microRNA in body fluid: a new potential biomarker for cancer diagnosis and prognosis
.
Cancer Sci
2010
;
101
:
2087
92
.
28.
Jones
LW
,
Eves
ND
,
Peppercorn
J
. 
Pre-exercise screening and prescription guidelines for cancer patients
.
Lancet Oncol
2010
;
11
:
914
6
.
29.
Rogers
C
,
Colbert
L
,
Greiner
J
,
Perkins
S
,
Hursting
S
. 
Physical activity and cancer prevention
.
Sports Med
2008
;
38
:
271
96
.
30.
Na
H-K
,
Oliynyk
S
. 
Effects of physical activity on cancer prevention
.
Ann N Y Acad Sci
2011
;
1229
:
176
83
.
31.
Betof
AS
,
Lascola
CD
,
Weitzel
DH
,
Landon
CD
,
Scarbrough
PM
,
Devi
GR
, et al
Modulation of murine breast tumor vascularity, hypoxia, and chemotherapeutic response by exercise
.
J Natl Cancer Inst
2015
;
107
:pii:
djv040
.
32.
McTiernan
A
. 
Mechanisms linking physical activity with cancer
.
Nat Rev Cancer
2008
;
8
:
205
11
.
33.
Brenner
DR
,
Neilson
HK
,
Courneya
KS
,
Friedenreich
CM
. 
Physical activity after breast cancer: effect on survival and patient-reported outcomes
.
Curr Breast Cancer Rep
2014
;
6
:
193
204
.
34.
Lee
EJ
,
Baek
M
,
Gusev
Y
,
Brackett
DJ
,
Nuovo
GJ
,
Schmittgen
TD
. 
Systematic evaluation of microRNA processing patterns in tissues, cell lines, and tumors
.
RNA
2008
;
14
:
35
42
.
35.
Pasiakos
SM
,
McClung
JP
. 
miRNA analysis for the assessment of exercise and amino acid effects on human skeletal muscle
.
Adv Nutr Int Rev J
2013
;
4
:
412
7
.
36.
Turchinovich
A
,
Burwinkel
B
. 
Distinct AGO1 and AGO2 associated miRNA profiles in human cells and blood plasma
.
RNA Biol
2012
;
9
:
1066
75
.
37.
Chen
X
,
Ba
Y
,
Ma
L
,
Cai
X
,
Yin
Y
,
Wang
K
, et al
Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseases
.
Cell Res
2008
;
18
:
997
1006
.
38.
Chen
C
,
Ridzon
DA
,
Broomer
AJ
,
Zhou
Z
,
Lee
DH
,
Nguyen
JT
, et al
Real-time quantification of microRNAs by stem–loop RT–PCR
.
Nucleic Acids Res
2005
;
33
:
e179
.
39.
Brase
JC
,
Wuttig
D
,
Kuner
R
,
Sültmann
H
. 
Serum microRNAs as non-invasive biomarkers for cancer
.
Mol Cancer
2010
;
9
:
1
9
.
40.
Pritchard
CC
,
Kroh
E
,
Wood
B
,
Arroyo
JD
,
Dougherty
KJ
,
Miyaji
MM
, et al
Blood cell origin of circulating microRNAs: a cautionary note for cancer biomarker studies
.
Cancer Prev Res (Phila)
2012
;
5
:
492
7
.
41.
Laughlin
MH
,
Korthuis
RJ
,
Duncker
DJ
,
Bache
RJ
. 
Control of blood flow to cardiac and skeletal muscle during exercise
.
Compr Physiol
; 
2010
.
Available from
: .
42.
Boushel
R
,
Langberg
H
,
Olesen
J
,
Nowak
M
,
Simonsen
L
,
Bülow
J
, et al
Regional blood flow during exercise in humans measured by near-infrared spectroscopy and indocyanine green
.
J Appl Physiol
2000
;
89
:
1868
78
.
43.
Cortez
MA
,
Calin
GA
. 
MicroRNA identification in plasma and serum: a new tool to diagnose and monitor diseases
.
Expert Opin Biol Ther
2009
;
9
:
703
11
.
44.
Hanke
M
,
Hoefig
K
,
Merz
H
,
Feller
AC
,
Kausch
I
,
Jocham
D
, et al
A robust methodology to study urine microRNA as tumor marker: microRNA-126 and microRNA-182 are related to urinary bladder cancer
.
Urol Oncol
2010
;
28
:
655
61
.
45.
Zubakov
D
,
Boersma
AWM
,
Choi
Y
,
van Kuijk
PF
,
Wiemer
EAC
,
Kayser
M
. 
MicroRNA markers for forensic body fluid identification obtained from microarray screening and quantitative RT-PCR confirmation
.
Int J Legal Med
2010
;
124
:
217
26
.
46.
Creemers
EE
,
Tijsen
AJ
,
Pinto
YM
. 
Circulating MicroRNAs: novel biomarkers and extracellular communicators in cardiovascular disease?
Circ Res
2012
;
110
:
483
95
.
47.
Xu
L
,
Yang
B
,
Ai
J
. 
MicroRNA transport: a new way in cell communication
.
J Cell Physiol
2013
;
228
:
1713
9
.
48.
Uhlemann
M
,
Möbius-Winkler
S
,
Fikenzer
S
,
Adam
J
,
Redlich
M
,
Möhlenkamp
S
, et al
Circulating microRNA-126 increases after different forms of endurance exercise in healthy adults
.
Eur J Prev Cardiol
2014
;
21
:
484
91
.
49.
Baggish
AL
,
Hale
A
,
Weiner
RB
,
Lewis
GD
,
Systrom
D
,
Wang
F
, et al
Dynamic regulation of circulating microRNA during acute exhaustive exercise and sustained aerobic exercise training
.
J Physiol
2011
;
589
:
3983
94
.
50.
Chen
X
,
Liang
H
,
Zhang
J
,
Zen
K
,
Zhang
C-Y
. 
Secreted microRNAs: a new form of intercellular communication
.
Trends Cell Biol
2012
;
22
:
125
32
.
51.
Zhang
J
,
Li
S
,
Li
L
,
Li
M
,
Guo
C
,
Yao
J
, et al
Exosome and exosomal MicroRNA: trafficking, sorting, and function
.
Genomics Proteomics Bioinformatics
2015
;
13
:
17
24
.
52.
Vickers
KC
,
Palmisano
BT
,
Shoucri
BM
,
Shamburek
RD
,
Remaley
AT
. 
MicroRNAs are transported in plasma and delivered to recipient cells by high-density lipoproteins
.
Nat Cell Biol
2011
;
13
:
423
33
.
53.
Boon
RA
,
Vickers
KC
. 
Intercellular transport of MicroRNAs
.
Arterioscler Thromb Vasc Biol
2013
;
33
:
186
92
.
54.
Turchinovich
A
,
Samatov
TR
,
Tonevitsky
AG
,
Burwinkel
B
. 
Circulating miRNAs: cell–cell communication function?
Front Genet
2013
;
4
:
119
.
55.
Katsuda
T
,
Kosaka
N
,
Ochiya
T
. 
The roles of extracellular vesicles in cancer biology: toward the development of novel cancer biomarkers
.
Proteomics
2014
;
14
:
412
25
.
56.
Yang
Q
,
Diamond
MP
,
Al-Hendy
A
. 
The emerging role of extracellular vesicle-derived miRNAs: implication in cancer progression and stem cell related diseases
.
J Clin Epigenetics
2016
;
2
:
13
.
57.
Fabbri
M
,
Paone
A
,
Calore
F
,
Galli
R
,
Croce
CM
. 
A new role for microRNAs, as ligands of Toll-like receptors
.
RNA Biol
2013
;
10
:
169
74
.
58.
Zhou
W
,
Fong
MY
,
Min
Y
,
Somlo
G
,
Liu
L
,
Palomares
MR
, et al
Cancer-secreted miR-105 destroys vascular endothelial barriers to promote metastasis
.
Cancer Cell
2014
;
25
:
501
15
.
59.
Twine
NC
,
Stover
JA
,
Marshall
B
,
Dukart
G
,
Hidalgo
M
,
Stadler
W
, et al
Disease-associated expression profiles in peripheral blood mononuclear cells from patients with advanced renal cell carcinoma
.
Cancer Res
2003
;
63
:
6069
75
.
60.
Mookherjee
N
,
El-Gabalawy
HS
. 
High degree of correlation between whole blood and PBMC expression levels of miR-155 and miR-146a in healthy controls and rheumatoid arthritis patients
.
J Immunol Methods
2013
;
400–401
:
106
10
.
61.
Atarod
S
,
Smith
H
,
Dickinson
A
,
Wang
X-N
. 
MicroRNA levels quantified in whole blood varies from PBMCs
.
F1000Research
2014
;
3
:
183
.
62.
Radom-Aizik
S
,
Zaldivar
F
,
Oliver
S
,
Galassetti
P
,
Cooper
DM
. 
Evidence for microRNA involvement in exercise-associated neutrophil gene expression changes
.
J Appl Physiol
2010
;
109
:
252
61
.
63.
Radom-Aizik
S
,
Zaldivar
F
,
Leu
S-Y
,
Adams
GR
,
Oliver
S
,
Cooper
DM
. 
Effects of exercise on microRNA expression in young males peripheral blood mononuclear cells
.
Clin Transl Sci
2012
;
5
:
32
8
.
64.
Radom-Aizik
S
,
Zaldivar
F
,
Haddad
F
,
Cooper
DM
. 
Impact of brief exercise on peripheral blood NK cell gene and microRNA expression in young adults
.
J Appl Physiol
2013
;
114
:
628
36
.
65.
Tonevitsky
AG
,
Maltseva
DV
,
Abbasi
A
,
Samatov
TR
,
Sakharov
DA
,
Shkurnikov
MU
, et al
Dynamically regulated miRNA-mRNA networks revealed by exercise
.
BMC Physiol
2013
;
13
:
9
9
.
66.
Aoi
W
,
Ichikawa
H
,
Mune
K
,
Tanimura
Y
,
Mizushima
K
,
Naito
Y
, et al
Muscle-enriched microRNA miR-486 decreases in circulation in response to exercise in young men
.
Front Physiol
2013
;
4
:
80
.
67.
Sawada
S
,
Kon
M
,
Wada
S
,
Ushida
T
,
Suzuki
K
,
Akimoto
T
. 
Profiling of circulating MicroRNAs after a bout of acute resistance exercise in humans
.
PLoS One
2013
;
8
:
e70823
.
68.
Banzet
S
,
Chennaoui
M
,
Girard
O
,
Racinais
S
,
Drogou
C
,
Chalabi
H
, et al
Changes in circulating microRNAs levels with exercise modality
.
J Appl Physiol
2013
;
115
:
1237
44
.
69.
Van Craenenbroeck
AH
,
Ledeganck
KJ
,
Van Ackeren
K
,
Jürgens
A
,
Hoymans
VY
,
Fransen
E
, et al
Plasma levels of microRNA in chronic kidney disease: patterns in acute and chronic exercise
.
Am J Physiol Heart Circ Physiol
2015
;
309
:
H2008
16
.
70.
Mooren
FC
,
Viereck
J
,
Krüger
K
,
Thum
T
. 
Circulating micrornas as potential biomarkers of aerobic exercise capacity
.
Am J Physiol Heart Circ Physiol
2014
;
306
:
H557
63
.
71.
Nielsen
S
,
Åkerström
T
,
Rinnov
A
,
Yfanti
C
,
Scheele
C
,
Pedersen
BK
, et al
The miRNA plasma signature in response to acute aerobic exercise and endurance training
.
PLoS One
2014
;
9
:
e87308
.
72.
Baggish
AL
,
Park
J
,
Min
P-K
,
Isaacs
S
,
Parker
BA
,
Thompson
PD
, et al
Rapid upregulation and clearance of distinct circulating microRNAs after prolonged aerobic exercise
.
J Appl Physiol
2014
;
116
:
522
31
.
73.
Gomes
CPC
,
Oliveira-Jr
GP
,
Madrid
B
,
Almeida
JA
,
Franco
OL
,
Pereira
RW
. 
Circulating miR-1, miR-133a, and miR-206 levels are increased after a half-marathon run
.
Biomarkers
2014
;
19
:
585
9
.
74.
Cui
SF
,
Li
W
,
Niu
J
,
Zhang
CY
,
Chen
X
,
Ma
JZ
. 
Acute responses of circulating microRNAs to low-volume sprint interval cycling
.
Front Physiol
2015
;
6
:
311
.
75.
Clauss
S
,
Wakili
R
,
Hildebrand
B
,
Kääb
S
,
Hoster
E
,
Klier
I
, et al
MicroRNAs as biomarkers for acute atrial remodeling in marathon runners (The miRathon Study ? A Sub-Study of the Munich Marathon Study)
.
PLoS One
2016
;
11
:
e0148599
.
76.
Min
P-K
,
Park
J
,
Isaacs
S
,
Taylor
BA
,
Thompson
PD
,
Troyanos
C
, et al
Influence of statins on distinct circulating microRNAs during prolonged aerobic exercise
.
J Appl Physiol
2016
;
120
:
711
20
.
77.
Bye
A
,
Røsjø
H
,
Aspenes
ST
,
Condorelli
G
,
Omland
T
,
Wisløff
U
. 
Circulating microRNAs and aerobic fitness—The HUNT Study
.
PLoS One
2013
;
8
:
e57496
.
78.
Wardle
SL
,
Bailey
MES
,
Kilikevicius
A
,
Malkova
D
,
Wilson
RH
,
Venckunas
T
, et al
Plasma MicroRNA levels differ between endurance and strength athletes
.
PLoS One
2015
;
10
:
e0122107
.
79.
Aoi
W
,
Naito
Y
,
Takagi
T
,
Tanimura
Y
,
Takanami
Y
,
Kawai
Y
, et al
A novel myokine, secreted protein acidic and rich in cysteine (SPARC), suppresses colon tumorigenesis via regular exercise
.
Gut
2013
;
62
:
882
9
.
80.
Corsten
MF
,
Miranda
R
,
Kasmieh
R
,
Krichevsky
AM
,
Weissleder
R
,
Shah
K
. 
MicroRNA-21 knockdown disrupts glioma growth invivo and displays synergistic cytotoxicity with neural precursor cell delivered S-TRAIL in human gliomas
.
Cancer Res
2007
;
67
:
8994
9000
.
81.
Wang
GK
,
Zhu
JQ
,
Zhang
JT
,
Li
Q
,
Li
Y
,
He
J
, et al
Circulating microRNA: a novel potential biomarker for early diagnosis of acute myocardial infarction in humans
.
Eur Heart J [Internet]
2010
;
31
:
659
66
.
82.
Adachi
T
,
Nakanishi
M
,
Otsuka
Y
,
Nishimura
K
,
Hirokawa
G
,
Goto
Y
, et al
Plasma microRNA 499 as a biomarker of acute myocardial infarction
.
Clin Chem
2010
;
56
:
1183
5
.
83.
Zhang
L
,
Chen
X
,
Su
T
,
Li
H
,
Huang
Q
,
Wu
D
, et al
Circulating miR-499 are novel and sensitive biomarker of acute myocardial infarction
.
J Thorac Dis
2015
;
7
:
303
8
.
84.
Xin
Y
,
Yang
C
,
Han
Z
. 
Circulating miR-499 as a potential biomarker for acute myocardial infarction
.
Ann Transl Med
2016
;
4
:
135
.
85.
Neumayr
G
,
Gaenzer
H
,
Pfister
R
,
Sturm
W
,
Schwarzacher
SP
,
Eibl
G
, et al
Plasma levels of cardiac troponin I after prolonged strenuous endurance exercise
.
Am J Cardiol
2001
;
87
:
369
71
.
86.
Urhausen
A
,
Scharhag
J
,
Herrmann
M
,
Kindermann
W
. 
Clinical significance of increased cardiac troponins T and I in participants of ultra-endurance events
.
Am J Cardiol
2004
;
94
:
696
8
.
87.
Neilan
TG
,
Januzzi
JL
,
Lee-Lewandrowski
E
,
Ton-Nu
T-T
,
Yoerger
DM
,
Jassal
DS
, et al
Myocardial injury and ventricular dysfunction related to training levels among nonelite participants in the Boston marathon
.
Circulation
2006
;
114
:
2325
.
88.
Jassal
DS
,
Moffat
D
,
Krahn
J
,
Ahmadie
R
,
Fang
T
,
Eschun
G
, et al
Cardiac injury markers in non-elite marathon runners
.
Int J Sports Med
2009
;
30
:
75
9
.
89.
Fortescue
EB
,
Shin
AY
,
Greenes
DS
,
Mannix
RC
,
Agarwal
S
,
Feldman
BJ
, et al
Cardiac troponin increases among runners in the Boston marathon
.
Ann Emerg Med
2007
;
49
:
137
143
.
90.
Wang
S
,
Aurora
AB
,
Johnson
BA
,
Qi
X
,
McAnally
J
,
Hill
JA
, et al
An endothelial-specific microRNA governs vascular integrity and angiogenesis
.
Dev Cell
2008
;
15
:
261
71
.
91.
Baldeon
RL
,
Weigelt
K
,
de Wit
H
,
Ozcan
B
,
van Oudenaren
A
,
Sempértegui
F
, et al
Decreased serum level of miR-146a as sign of chronic inflammation in type 2 diabetic patients
.
PLoS One
2014
;
9
:
e115209
.
92.
Saba
R
,
Sorensen
DL
,
Booth
SA
. 
MicroRNA-146a: a dominant, negative regulator of the innate immune response
.
Front Immunol
2014
;
5
:
578
.
93.
Chistiakov
DA
,
Sobenin
IA
,
Orekhov
AN
,
Bobryshev
YV
. 
Human miR-221/222 in physiological and atherosclerotic vascular remodeling
.
BioMed Res Int
2015
;
2015
:
354517
.
94.
Boyerinas
B
,
Park
S-M
,
Hau
A
,
Murmann
AE
,
Peter
ME
. 
The role of let-7 in cell differentiation and cancer
.
Endocr Relat Cancer
2010
;
17
:
F19
36
.
95.
Roush
S
,
Slack
FJ
. 
The let-7 family of microRNAs
.
Trends Cell Biol
2008
;
18
:
505
16
.
96.
Párrizas
M
,
Brugnara
L
,
Esteban
Y
,
González-Franquesa
A
,
Canivell
S
,
Murillo
S
, et al
Circulating miR-192 and miR-193b are markers of prediabetes and are modulated by an exercise intervention
.
J Clin Endocrinol Metab
2014
;
100
:
E407
15
.
97.
Melo
SFS
,
Barauna
VG
,
Neves
VJ
,
Fernandes
T
,
Lara L da
S
,
Mazzotti
DR
, et al
Exercise training restores the cardiac microRNA-1 and −214 levels regulating Ca(2+) handling after myocardial infarction
.
BMC Cardiovasc Disord
2015
;
15
:
166
.
98.
Oghbaei
H
,
Ahmadi Asl
N
,
Sheikhzadeh
F
,
Alipour
MR
,
Khamaneh
AM
. 
The effect of regular moderate exercise on miRNA-192 expression changes in kidney of streptozotocin-induced diabetic male rats
.
Adv Pharm Bull
2015
;
5
:
127
32
.
99.
Payne
CM
,
Crowley-Skillicorn
C
,
Bernstein
C
,
Holubec
H
,
Bernstein
H
. 
Molecular and cellular pathways associated with chromosome 1p deletions during colon carcinogenesis
.
Clin Exp Gastroenterol
2011
;
4
:
75
119
.
100.
Cui
W
,
Zhang
S
,
Shan
C
,
Zhou
L
,
Zhou
Z
. 
microRNA-133a regulates the cell cycle and proliferation of breast cancer cells by targeting epidermal growth factor receptor through the EGFR/Akt signaling pathway
.
FEBS J
2013
;
280
:
3962
74
.
101.
Rao
X
,
Di Leva
G
,
Li
M
,
Fang
F
,
Devlin
C
,
Hartman-Frey
C
, et al
MicroRNA-221/222 confers breast cancer fulvestrant resistance by regulating multiple signaling pathways
.
Oncogene
2011
;
30
:
1082
97
.
102.
Guo
J
,
Xia
B
,
Meng
F
,
Lou
G
. 
miR-133a suppresses ovarian cancer cell proliferation by directly targeting insulin-like growth factor 1 receptor
.
Tumor Biol
2013
;
35
:
1557
64
.
103.
Dong
Y
,
Zhao
J
,
Wu
C-W
,
Zhang
L
,
Liu
X
,
Kang
W
, et al
Tumor suppressor functions of miR-133a in colorectal cancer
.
Mol Cancer Res
2013
;
11
:
1051
60
.
104.
Yoshino
H
,
Chiyomaru
T
,
Enokida
H
,
Kawakami
K
,
Tatarano
S
,
Nishiyama
K
, et al
The tumour-suppressive function of miR-1 and miR-133a targeting TAGLN2 in bladder cancer
.
Br J Cancer
2011
;
104
:
808
18
.
105.
Chiyomaru
T
,
Enokida
H
,
Tatarano
S
,
Kawahara
K
,
Uchida
Y
,
Nishiyama
K
, et al
miR-145 and miR-133a function as tumour suppressors and directly regulate FSCN1 expression in bladder cancer
.
Br J Cancer
2010
;
102
:
883
91
.
106.
Kojima
S
,
Chiyomaru
T
,
Kawakami
K
,
Yoshino
H
,
Enokida
H
,
Nohata
N
, et al
Tumour suppressors miR-1 and miR-133a target the oncogenic function of purine nucleoside phosphorylase (PNP) in prostate cancer
.
Br J Cancer
2012
;
106
:
405
13
.
107.
Gong
Y
,
Ren
J
,
Liu
K
,
Tang
L-M
. 
Tumor suppressor role of miR-133a in gastric cancer by repressing IGF1R
.
World J Gastroenterol
2015
;
21
:
2949
58
.
108.
Nielsen
S
,
Scheele
C
,
Yfanti
C
,
Åkerström
T
,
Nielsen
AR
,
Pedersen
BK
, et al
Muscle specific microRNAs are regulated by endurance exercise in human skeletal muscle
.
J Physiol
2010
;
588
:
4029
37
.
109.
Russell
AP
,
Lamon
S
,
Boon
H
,
Wada
S
,
Güller
I
,
Brown
EL
, et al
Regulation of miRNAs in human skeletal muscle following acute endurance exercise and short-term endurance training
.
J Physiol
2013
;
591
:
4637
53
.
110.
Huang
M-B
,
Xu
H
,
Xie
S-J
,
Zhou
H
,
Qu
L-H
. 
Insulin-like growth factor-1 receptor is regulated by microRNA-133 during skeletal myogenesis
.
PLoS One
2011
;
6
:
e29173
.
111.
Neuzillet
C
,
Tijeras-Raballand
A
,
de Mestier
L
,
Cros
J
,
Faivre
S
,
Raymond
E
. 
MEK in cancer and cancer therapy
.
Pharmacol Ther
2014
;
141
:
160
71
.
112.
McCubrey
JA
,
Steelman
LS
,
Chappell
WH
,
Abrams
SL
,
Wong
EW
,
Chang
F
, et al
Roles of the Raf/MEK/ERK pathway in cell growth, malignant transformation and drug resistance
.
Biochim Biophys Acta
2007
;
1773
:
1263
84
.
113.
Jorissen
RN
,
Walker
F
,
Pouliot
N
,
Garrett
TP
,
Ward
CW
,
Burgess
AW
. 
Epidermal growth factor receptor: mechanisms of activation and signalling
.
Exp Cell Res
2003
;
284
:
31
53
.
114.
Franke
TF
,
Hornik
CP
,
Segev
L
,
Shostak
GA
,
Sugimoto
C
. 
PI3K//Akt and apoptosis: size matters
.
Oncogene
2013
;
22
:
8983
98
.
115.
Long
D
,
Chan
CY
,
Ding
Y
. 
Analysis of microRNA-target interactions by a target structure based hybridization model
.
Pac Symp Biocomput
2008
;
64
74
.
116.
Tong
AW
,
Nemunaitis
J
. 
Modulation of miRNA activity in human cancer: a new paradigm for cancer gene therapy?
Cancer Gene Ther
2008
;
15
:
341
55
.
117.
Isanejad
A
,
Alizadeh
AM
,
Amani Shalamzari
S
,
Khodayari
H
,
Khodayari
S
,
Khori
V
, et al
MicroRNA-206, let-7a and microRNA-21 pathways involved in the anti-angiogenesis effects of the interval exercise training and hormone therapy in breast cancer
.
Life Sci
2016
;
151
:
30
40
.
118.
Sampson
VB
,
Rong
NH
,
Han
J
,
Yang
Q
,
Aris
V
,
Soteropoulos
P
, et al
MicroRNA let-7a down-regulates MYC and reverts MYC-induced growth in Burkitt lymphoma cells
.
Cancer Res
2007
;
67
:
9762
70
.
119.
Dang
CV
. 
MYC, metabolism, cell growth, and tumorigenesis
.
Cold Spring Harb Perspect Med
2013
;
3
.
120.
Castellano
E
,
Downward
J
. 
RAS interaction with PI3K: more than just another effector pathway
.
Genes Cancer
2011
;
2
:
261
74
.
121.
Shenouda
SK
,
Alahari
SK
. 
MicroRNA function in cancer: oncogene or a tumor suppressor?
Cancer Metastasis Rev
2009
;
28
:
369
.
122.
Di Leva
G
,
Piovan
C
,
Gasparini
P
,
Ngankeu
A
,
Taccioli
C
,
Briskin
D
, et al
Estrogen mediated-activation of miR-191/425 cluster modulates tumorigenicity of breast cancer cells depending on estrogen receptor status
.
PLoS Genet
2013
;
9
:
e1003311
.
123.
Costa-Pinheiro
P
,
Ramalho-Carvalho
J
,
Vieira
FQ
,
Torres-Ferreira
J
,
Oliveira
J
,
Gonçalves
CS
, et al
MicroRNA-375 plays a dual role in prostate carcinogenesis
.
Clin Epigenetics
2015
;
7
:
42
.
124.
Koelz
M
,
Lense
J
,
Wrba
F
,
Scheffler
M
,
Dienes
HP
,
Odenthal
M
. 
Down-regulation of miR-221 and miR-222 correlates with pronounced Kit expression in gastrointestinal stromal tumors
.
Int J Oncol
2011
;
38
:
503
11
.
125.
Ihle
MA
,
Trautmann
M
,
Kuenstlinger
H
,
Huss
S
,
Heydt
C
,
Fassunke
J
, et al
miRNA-221 and miRNA-222 induce apoptosis via the KIT/AKT signalling pathway in gastrointestinal stromal tumours
.
Mol Oncol
2015
;
9
:
1421
33
.
126.
Gits
CMM
,
van Kuijk
PF
,
Jonkers
MBE
,
Boersma
AWM
,
van IJcken
WF
,
Wozniak
A
, et al
MiR-17-92 and miR-221/222 cluster members target KIT and ETV1 in human gastrointestinal stromal tumours
.
Br J Cancer
2013
;
109
:
1625
35
.
127.
Hemesath
TJ
,
Price
ER
,
Takemoto
C
,
Badalian
T
,
Fisher
DE
. 
MAP kinase links the transcription factor Microphthalmia to c-Kit signalling in melanocytes
.
Nature
1998
;
391
:
298
301
.
128.
Chian
R
,
Young
S
,
Danilkovitch-Miagkova
A
,
Rönnstrand
L
,
Leonard
E
,
Ferrao
P
, et al
Phosphatidylinositol 3 kinase contributes to the transformation of hematopoietic cells by the D816V c-Kit mutant
.
Blood
2001
;
98
:
1365
73
.
129.
Ning
Z-Q
,
Li
J
,
Arceci
RJ
. 
Activating mutations of c-Kit at codon 816 confer drug resistance in human leukemia cells
.
Leuk Lymphoma
2001
;
41
:
513
22
.
130.
Linnekin
D
. 
Early signaling pathways activated by c-Kit in hematopoietic cells
.
Int J Biochem Cell Biol
1999
;
31
:
1053
74
.
131.
Garofalo
M
,
Leva
GD
,
Romano
G
,
Nuovo
G
,
Suh
S-S
,
Ngankeu
A
, et al
MiR-221&222 regulate TRAIL-resistance and enhance tumorigenicity through PTEN and TIMP3 down-regulation
.
Cancer Cell
2009
;
16
:
498
509
.
132.
Si
M-L
,
Zhu
S
,
Wu
H
,
Lu
Z
,
Wu
F
,
Mo
Y-Y
. 
miR-21-mediated tumor growth
.
Oncogene
2006
;
26
:
2799
803
.
133.
Wang
N
,
Zhang
C
,
He
J
,
Duan
X
,
Wang
Y
,
Ji
X
, et al
miR-21 down-regulation suppresses cell growth, invasion and induces cell apoptosis by targeting FASL, TIMP3, and RECK genes in esophageal carcinoma
.
Dig Dis Sci
2013
;
58
:
1863
70
.
134.
Zhu
S
,
Wu
H
,
Wu
F
,
Nie
D
,
Sheng
S
,
Mo
Y-Y
. 
MicroRNA-21 targets tumor suppressor genes in invasion and metastasis
.
Cell Res
2008
;
18
:
350
9
.
135.
Asangani
IA
,
Rasheed
SAK
,
Nikolova
DA
,
Leupold
JH
,
Colburn
NH
,
Post
S
, et al
MicroRNA-21 (miR-21) post-transcriptionally downregulates tumor suppressor Pdcd4 and stimulates invasion, intravasation and metastasis in colorectal cancer
.
Oncogene
2007
;
27
:
2128
36
.
136.
Yang
EV
,
Sood
AK
,
Chen
M
,
Li
Y
,
Eubank
TD
,
Marsh
CB
, et al
Norepinephrine up-regulates the expression of vascular endothelial growth factor, matrix metalloproteinase (MMP)-2, and MMP-9 in nasopharyngeal carcinoma tumor cells
.
Cancer Res
2006
;
66
:
10357
64
.
137.
Leupold
JH
,
Asangani
I
,
Maurer
GD
,
Lengyel
E
,
Post
S
,
Allgayer
H
. 
Src induces urokinase receptor gene expression and invasion/intravasation via activator protein-1/p-c-Jun in colorectal cancer
.
Mol Cancer Res
2007
;
5
:
485
96
.
138.
Aoi
W
,
Naito
Y
,
Mizushima
K
,
Takanami
Y
,
Kawai
Y
,
Ichikawa
H
, et al
The microRNA miR-696 regulates PGC-1α in mouse skeletal muscle in response to physical activity
.
Am J Physiol - Endocrinol Metab
2010
;
298
:
E799
.
139.
Zhang
Y
,
Yang
P
,
Sun
T
,
Li
D
,
Xu
X
,
Rui
Y
, et al
miR-126 and miR-126* repress recruitment of mesenchymal stem cells and inflammatory monocytes to inhibit breast cancer metastasis
.
Nat Cell Biol
2013
;
15
:
284
94
.
140.
Teicher
BA
,
Fricker
SP
. 
CXCL12 (SDF-1)/CXCR4 pathway in cancer
.
Clin Cancer Res
2010
;
16
:
2927
31
.
141.
Qian
B-Z
,
Li
J
,
Zhang
H
,
Kitamura
T
,
Zhang
J
,
Campion
LR
, et al
CCL2 recruits inflammatory monocytes to facilitate breast tumor metastasis
.
Nature
2011
;
475
:
222
5
.
142.
Costa
PM
,
Pedroso de Lima
MC
. 
MicroRNAs as molecular targets for cancer therapy: on the modulation of MicroRNA expression
.
Pharmaceuticals
2013
;
6
:
1195
220
.
143.
Mishra
PJ
,
Merlino
G
. 
MicroRNA reexpression as differentiation therapy in cancer
.
J Clin Invest
2009
;
119
:
2119
23
.
144.
Rothschild
SI
. 
microRNA therapies in cancer
.
Mol Cell Ther
2014
;
2
:
1
8
.
145.
Barh
D
,
Malhotra
R
,
Ravi
B
,
Sindhurani
P
. 
MicroRNA let-7: an emerging next-generation cancer therapeutic
.
Curr Oncol
2010
;
17
:
70
80
.
146.
Wang
X
,
Cao
L
,
Wang
Y
,
Wang
X
,
Liu
N
,
You
Y
. 
Regulation of let-7 and its target oncogenes (Review)
.
Oncol Lett
2012
;
3
:
955
60
.
147.
Kolenda
T
,
Przybyła
W
,
Teresiak
A
,
Mackiewicz
A
,
Lamperska
KM
. 
The mystery of let-7d – a small RNA with great power
.
Contemp Oncol
2014
;
18
:
293
301
.
148.
Chiu
S-C
,
Chung
H-Y
,
Cho
D-Y
,
Chan
T-M
,
Liu
M-C
,
Huang
H-M
, et al
Therapeutic potential of MicroRNA Let-7: tumor suppression or impeding normal stemness
.
Cell Transplant
2014
;
23
:
459
69
.
149.
Kirschner
MB
Edelman JjB
,
Kao
SC-H
,
Vallely
MP
,
van Zandwijk
N
,
Reid
G
. 
The impact of hemolysis on cell-free microRNA biomarkers
.
Front Genet
2013
;
4
:
94
.
150.
Chen
S-Y
,
Wang
Y
,
Telen
MJ
,
Chi
J-T
. 
The genomic analysis of erythrocyte microRNA expression in sickle cell diseases
.
PLoS One
2008
;
3
:
e2360
.
151.
Wang
K
,
Yuan
Y
,
Cho
J-H
,
McClarty
S
,
Baxter
D
,
Galas
DJ
. 
Comparing the MicroRNA spectrum between serum and plasma
.
PLoS One
2012
;
7
:
e41561
.