The first task of this study was to identify human miRNAs that would have the greatest effect on the expression of the genomes of the coronaviruses COVID-19, SARS-CoV, and MERS-CoV at the translational level. Then, cc-miRNAs were created that could efficiently bind to the gRNA nucleotide sequence at the 5'-end to avoid wasting the resources of the recipient cell on the synthesis of all proteins encoded by the viral genome. Furthermore, cc-miRNAs were also created for other parts of gRNA to enhance translational inhibition by applying two or more cc- miRs. To inhibit genome replication, we searched for cc-miRNAs with binding sites at the 3' end of gRNA to block replication at the beginning of the process. To assess the side effects of cc- miRNAs in humans, the characteristics of the interactions of cc-miRNAs with the mRNAs of 17508 human genes in our database were determined. In addition, intramolecular interactions of the cc-miRNA binding site with gRNA regions were taken into account.
Creation of the cc-miRc complex for the gRNA of COVID-19
Despite the large gRNA of COVID-19, in comparison with human protein-coding genes, only a few human miRNAs with a ΔG/ΔGm of 90% or more could bind to the COVID-19 genome. We chose this ΔG/ΔGm value as a performance criterion based on the requirement that different miRNAs with a length of 22 nucleotides (nt) are different by two or more nucleotides, which allows them to bind specifically. For example, a decrease in this criterion by 5% leads to an increase in the putative target genes of a particular miRNA by a factor of many, which leads to a large number of false target genes of the miRNA. To create cc-miRc (completely complementary miRNA of COVID-19), we chose ID02510.3p-miR, ID00448.3p-miR, miR-3154, miR-7114-5p, miR-5197-3p, ID02750.3p-miR,
and ID01851.5p-miR, which bind with the gRNA of COVID-19 with ΔG/ΔGm equal to 89% or more. Furthermore, the length of these miRNAs was increased to 25–27 nt at the 5′ and 3′ ends of the miRNAs, and noncanonical C-A and G-U pairs were replaced by canonical U-A and G-C pairs to increase the free energy of the interactions of cc-miRc with the gRNA of COVID-19. Table 1 shows the characteristics of the fully complementary interactions of the nucleotides of seven cc-miRc with gRNA. Lengths of 25–28 nt and more have been found among natural miRNAs (miR-1273a, miR-1273d, miR-1272, miR-1292-5p, miR-3143, miR-1226-5p, miR-
7161-3p) and therefore, as part of the RISC (RNA-induced silencing complex), can interact with gRNA. In the gRNA of COVID-19, which has a length of 29903 nt, intramolecular hydrogen bonds are formed that involve cc-miRc binding sites (bs-cc-miRc), which can impede the interaction of cc-miRc with their bs-cc-miRc. The free energy of the intramolecular interactions of bs-cc-miRc is -39 kJ/mole ÷ -43 kJ/mole lower than the ∆G of their interactions with cc-miRc (Table 1), which indicates their weak influence on the binding of cc-miRc with bs-cc-miRc. The created cc-miRc interacted with the mRNAs of 17508 genes with free energy -19 kJ/mole ÷ -22 kJ/mole, that lower than cc-miRc with gRNA (Table 1). This result suggests that each cc-miRc can, when used at adequate concentrations, interact with gRNA without side effects on the human protein-coding genes.
Table 1| Characteristics of the interactions of cc-miRc with gRNA COVID-19 and mRNAs of human genes
RNA
|
miRNA
|
Start of site, nt
|
Region of RNA
|
∆G, kJ/mole
|
∆G/∆Gm,
%
|
Length, nt
|
gRNA
|
cc-miR1c
|
193
|
5'UTR
|
-149
|
100
|
27
|
gRNA
|
bs-cc-miR1c
|
544
|
CDS
|
≤-106
|
≤71
|
27
|
mRNAs
|
cc-miR1c
|
|
|
≤-126
|
≤85
|
27
|
gRNA
|
cc-miR2c
|
16390
|
CDS
|
-144
|
100
|
26
|
gRNA
|
bsi-cc-miR2c
|
3157
|
CDS
|
≤-104
|
≤75
|
26
|
mRNAs
|
cc-miR2c
|
|
|
≤-122
|
≤85
|
26
|
gRNA
|
cc-miR3c
|
17116
|
CDS
|
-146
|
100
|
27
|
gRNA
|
bs-cc-miR3c
|
253
|
5'UTR
|
≤-104
|
≤71
|
27
|
mRNAs
|
cc-miR3c
|
|
|
≤125
|
≤86
|
27
|
gRNA
|
cc-miR4c
|
18101
|
CDS
|
-146
|
100
|
27
|
gRNA
|
bs-cc-miR4c
|
ND
|
CDS
|
≤-102
|
≤69
|
27
|
mRNAs
|
cc-miR4c
|
|
|
≤125
|
≤86
|
27
|
gRNA
|
cc-miR5c
|
21893
|
CDS
|
-132
|
100
|
25
|
gRNA
|
bs-cc-miR5c
|
20296
|
CDS
|
≤-93
|
≤71
|
25
|
mRNAs
|
cc-miR5c
|
|
|
≤-112
|
≤85
|
25
|
gRNA
|
cc-miR6c
|
28359
|
CDS
|
-140
|
100
|
25
|
gRNA
|
bs-cc-miR6c
|
15100
|
CDS
|
≤-100
|
≤71
|
25
|
mRNAs
|
cc-miR6c
|
|
|
≤-119
|
≤85
|
25
|
gRNA
|
cc-miR7c
|
28883
|
CDS
|
-146
|
100
|
27
|
gRNA
|
bs-cc-miR7c
|
23076
|
CDS
|
≤-104
|
≤71
|
27
|
mRNAs
|
cc-miR7c
|
|
|
≤-124
|
≤85
|
27
|
Note. cc-miR1c - cc-miR7c are cc-miRc created on the basis of ID02510,3p-miR (1), ID00448,3p-miR (2), miR-
3154 (3), miR-7114-5p (4), miR-5197-3p (5), ID02750.3p-miR (6), ID01851.5p-miR (7), respectively.
|
The interaction schemes of the seven cc-miRc complexes with the corresponding bs-cc-miRc on the gRNA of COVID-19 are shown in Fig. 1. These interaction schemes of cc-miRc with binding sites in gRNA were predicted by the MirTarget program, and quantitative characteristics of interactions are shown in Table 1. In the interaction schemes of bs-cc-miRc with gRNA, there were only completely complementary bindings of all nucleotides, and there were no non- canonical A-C and G-U pairs, which was confirmed by a ∆G/∆Gm value of 100%.
Creation of the cc-miRm complex for the gRNA of MERS-CoV
The size of the gRNA of MERS-CoV is 30119 nt, which is several times larger than the average size of the mRNA of human genes. Only a few human miRNAs with a ΔG/ΔGm value of 89% or more could bind with the MERS-CoV genome. To create cc-miRm (completely complementary miRNA of MERS-CoV) for MERS-CoV, we chose miR-3976, ID02684.5p-miR, miR-3591-3p, ID02892.3p-miR, ID02389.3p-miR, miR-1271-3p, and ID00939.5p-miR, which bind with gRNA of MERS-CoV with a ΔG/ΔGm value of 89% or less. Furthermore, the length of these miRNAs was increased to 25–27 nt at the 5′ and 3′ ends of the miRNAs, and non-canonical A-C and G-U pairs were replaced by canonical U-A and G-C pairs to increase the free energy of the interaction of cc-miRm with the gRNA of MERS-CoV. Table 2 shows the characteristics of the fully complementary interactions of the nucleotides of seven cc-miRm with gRNA. Lengths of 25–27 nt, as mentioned above, are found among natural miRNAs and therefore, as part of the RISC, these miRNAs can interact with gRNA. Intramolecular hydrogen bonds are formed in the gRNA of MERS-CoV with the participation of bs-cc-miRm binding sites, which can impede the interaction of cc-miRm with their bs-cc-miRm. The free energy of the intramolecular interactions of bs-cc-miRm is -30 kJ/mole ÷ -46 kJ/mole, that lower than the ∆G of their interaction with cc-miRm (Table 2), which indicates the weak influence of their intramolecular interactions on the binding of cc-miRm with bs-cc-miRm. The created cc-miRm interacted with mRNA of 17508 genes with free energy -20 kJ/mole ÷ -22 kJ/mole lower than cc-miRm with gRNA (Table 2). This result indicates that each cc-miRm, used at adequate concentrations, can interact with gRNA without side effects on the human protein-coding genes.
Table 2| Characteristics of the interactions of cc-miRm with the gRNA of MERS-CoV and mRNAs of human genes
RNA
|
miRNA
|
Start of site, nt
|
Region of RNA
|
∆G, kJ/mole
|
∆G/∆Gm,
%
|
Length, nt
|
gRNA
|
cc-miR1m
|
123
|
CDS
|
-142
|
100
|
27
|
gRNA
|
bs-cc-miR1m
|
24648
|
CDS
|
≤-112
|
≤79
|
27
|
mRNAs
|
cc-miR1m
|
|
CDS
|
≤-120
|
≤85
|
27
|
gRNA
|
cc-miR2m
|
515
|
CDS
|
-144
|
100
|
26
|
gRNA
|
bs-cc-miR2m
|
8742
|
CDS
|
≤-102
|
≤71
|
26
|
mRNAs
|
cc-miR2m
|
|
|
≤-122
|
≤85
|
26
|
|
gRNA
|
cc-miR3m
|
3164
|
CDS
|
-151
|
100
|
27
|
|
gRNA
|
bs-cc-miR3m
|
12492
|
CDS
|
≤-105
|
≤70
|
27
|
|
mRNAs
|
cc-miR3m
|
|
|
≤-129
|
≤86
|
27
|
|
gRNA
|
cc-miR4m
|
10236
|
CDS
|
-138
|
100
|
25
|
|
gRNA
|
bs-cc-miR4m
|
236
|
CDS
|
≤-99
|
≤72
|
25
|
|
mRNAs
|
cc-miR4m
|
|
|
≤-117
|
≤85
|
25
|
|
gRNA
|
cc-miR5m
|
13796
|
CDS
|
-136
|
100
|
26
|
|
gRNA
|
bs-cc-miR5m
|
12614
|
CDS
|
≤-102
|
≤75
|
26
|
|
mRNAs
|
cc-miR5m
|
|
|
≤-116
|
≤85
|
26
|
|
gRNA
|
cc-miR6m
|
24307
|
CDS
|
-142
|
100
|
26
|
|
gRNA
|
bs-cc-miR6m
|
9997
|
CDS
|
≤-103
|
≤73
|
26
|
|
mRNAs
|
cc-miR6m
|
|
|
≤-120
|
≤85
|
26
|
|
gRNA
|
cc-miR7m
|
28342
|
CDS
|
-146
|
100
|
27
|
|
mgRNA
|
bs-cc-miR7m
|
13480
|
CDS
|
≤-111
|
≤79
|
27
|
|
mRNAs
|
cc-miR7m
|
|
|
≤-126
|
≤86
|
27
|
|
Note. cc-miR1m - cc-miR7m are cc-miRm created on the basis of miR-3976 (1), ID02684.5p-miR (2), miR-3591-3p (3), ID02892.3p-miR 94), ID02389.3p-miR (5), miR-1271-3p (6), ID00939.5p-miR (7), respectively.
|
The interaction schemes of the complex of seven cc-miRm with the corresponding bs-cc- miRm on the gRNA of MERS-CoV are shown in Fig. 2. These interaction schemes of cc-miRm with binding sites in gRNA were predicted by the MirTarget program, and quantitative characteristics of interactions are shown in Table. 2.
Creation of the cc-miRs complex for the gRNA of SARS-CoV
Despite the large gRNA of SARS-CoV, which is 29751 nt long, compared with that of human protein-coding genes, only a few human miRNAs with ΔG/ΔGm of 89% or more could bind to the SARS-CoV genome. To create cc-miRs, we chose ID00322.5p-miR, miR-20b-3p, miR-497-3p, ID01820.3p-miR, miR- 505-3p, ID00749.3p-miR, ID03254.5p-miR, and ID00271.5p-miR, which bound with the gRNA of SARS-CoV with a ΔG/ΔGm value equal to 89% or less. The length of these miRNAs was increased to 25–28 nt at the 5′ and 3′ ends of the miRNAs, and non-canonical C-A and G-U pairs were replaced by canonical U-A and G-C pairs to increase the free energy of the interaction of cc-miRs with the gRNA of SARS-CoV. Table 3 shows the characteristics of the fully complementary interactions of the nucleotides of eight cc-miRs with gRNA. Intramolecular hydrogen bonds involving bs-cc-miRs are formed in the gRNA of SARS-CoV, which can impede the interaction of cc-miRs with their bs-cc-miRs. The free energy of the intramolecular interactions of bs-cc-miRs is -34 kJ/mole ÷ -44 kJ/mole lower than the ∆G of their interaction with cc-miRs (Table 3), which indicates a weak effect of the intramolecular interactions on the binding of cc-miRs to bs-cc-miRs. The created cc-miRs interacted with the mRNAs of 17508 genes with free energy -19 kJ/mole ÷ -24 kJ/mole lower than cc-miRs with gRNA (Table 3). This result suggests that each cc-miRs at concentrations comparable with the concentrations of endogenous miRNA can interact with gRNA without side effects on the human protein-coding genes.
Table 3| Characteristics of the interactions of cc-miRs with the gRNA SARS-CoV and mRNAs of human genes
RNA
|
miRNA
|
Start of site, nt
|
Region of RNA
|
∆G, kJ/mole
|
∆G/∆Gm,
%
|
Length, nt
|
gRNA
|
cc-miR1s
|
91
|
5'UTR
|
-153
|
100
|
27
|
gRNA
|
bs-cc-miR1s
|
746
|
CDS
|
≤-113
|
≤74
|
27
|
mRNAs
|
cc-miR1s
|
|
|
≤-133
|
≤87
|
27
|
gRNA
|
cc-miR2s
|
574
|
CDS
|
-157
|
100
|
28
|
gRNA
|
bs-cc-miR2s
|
16058
|
CDS
|
≤-113
|
≤72
|
28
|
mRNAs
|
cc-miR2s
|
|
|
≤-133
|
≤85
|
28
|
gRNA
|
cc-miR3s
|
1849
|
CDS
|
-140
|
100
|
27
|
gRNA
|
bs-cc-miR3s
|
15403
|
CDS
|
≤-106
|
≤76
|
27
|
mRNAs
|
cc-miR3s
|
|
|
≤-120
|
≤86
|
27
|
gRNA
|
cc-miR4s
|
2058
|
CDS
|
-136
|
100
|
26
|
gRNA
|
bsi-cc-miR4s
|
11658
|
CDS
|
≤-99
|
≤73
|
26
|
mRNAs
|
cc-miR4s
|
|
|
≤-117
|
≤86
|
26
|
gRNA
|
cc-miR5s
|
12482
|
CDS
|
-144
|
100
|
27
|
gRNA
|
bs-cc-miR5s
|
20270
|
CDS
|
≤-103
|
≤72
|
27
|
mRNAs
|
cc-miR5s
|
|
|
≤-123
|
≤86
|
27
|
gRNA
|
cc-miR6s
|
19145
|
CDS
|
-142
|
100
|
27
|
gRNA
|
bs-cc-miR6s
|
18037
|
CDS
|
≤-99
|
≤70
|
27
|
mRNAs
|
cc-miR6s
|
|
|
≤-121
|
≤85
|
27
|
gRNA
|
cc-miR7s
|
21142
|
CDS
|
-142
|
100
|
27
|
gRNA
|
bs-cc-miR7s
|
17101
|
CDS
|
≤-104
|
≤73
|
27
|
mRNAs
|
cc-miR7s
|
|
|
≤-121
|
≤85
|
27
|
gRNA
|
cc-miR8s
|
27316
|
CDS
|
-142
|
100
|
27
|
gRNA
|
bs-cc-miR8s
|
21548
|
CDS
|
≤-104
|
≤73
|
27
|
mRNAs
|
cc-miR8s
|
|
|
≤-121
|
≤85
|
27
|
Note. cc-miR1s - cc-miR7s are cc-miRs created on the basis of ID00322.5p-miR (1), miR-20b-3p (2), miR-497-3p (3), ID01820.3p-miR (4), miR-505-3p (5), ID00749.3p-miR (6), ID03254.5p-miR (7), ID00271.5p-miR (8), respectively.
|
The interaction schemes of the complex of eight cc-miRm with the corresponding bs-cc- miRm on the gRNA of SARS-CoV are shown in Fig. 3. These interaction schemes of cc-miRm with binding sites in gRNA were predicted by the MirTarget program, and quantitative characteristics of interactions are shown in Table. 3.
Synthesis and delivery of cc-miRNAs into humans
The synthesis of cc-miRNAs is an inexpensive procedure - in terms of cost, it corresponds to the synthesis of primers. Our hypothesis can be tested in laboratories with the right and ability to conduct inexpensive and short-term tests proposed by cc-miRNAs as a means of combating COVID-19, SARS-CoV, and MERS-CoV coronaviruses. Since the size of cc-miRNAs is approximately 9 nm, they can be delivered via circulation to many organs as part of ordinary exosomes in human blood measuring 30–150 nm [11,12,13]. As part of exosomes, cc-miRNAs can be introduced into the lung by inhalation. The proposed method of combating coronavirus does not have toxicity or side effects. cc-miRNAs are susceptible to degradation by nucleases, similar to all human miRNAs, and the removal of cc-miRNAs from the body is not difficult. In the absence of side effects, cc-miRNAs can be used as a therapeutic agent.