diff --git a/modulector/files/miraccs.csv b/modulector/files/miraccs.csv
new file mode 100644
index 0000000..6cb3c60
--- /dev/null
+++ b/modulector/files/miraccs.csv
@@ -0,0 +1,2880 @@
+ID,Sequence
+hsa-miR-548ap-3p,AAAAACCACAAUUACUUUU
+hsa-miR-548aa,AAAAACCACAAUUACUUUUGCACCA
+hsa-miR-548aa,AAAAACCACAAUUACUUUUGCACCA
+hsa-miR-548t-3p,AAAAACCACAAUUACUUUUGCACCA
+hsa-miR-548e-3p,AAAAACUGAGACUACUUUUGCA
+hsa-miR-548az-3p,AAAAACUGCAAUCACUUUUGC
+hsa-miR-548f-3p,AAAAACUGUAAUUACUUUU
+hsa-miR-548f-3p,AAAAACUGUAAUUACUUUU
+hsa-miR-548f-3p,AAAAACUGUAAUUACUUUU
+hsa-miR-548f-3p,AAAAACUGUAAUUACUUUU
+hsa-miR-548f-3p,AAAAACUGUAAUUACUUUU
+hsa-miR-548bc,AAAAACUGUGAUUACUUUUGC
+hsa-miR-1537-3p,AAAACCGUCUAGUUACAGUUGU
+hsa-miR-553,AAAACGGUGAGAUUUUGUUUU
+hsa-miR-7844-5p,AAAACUAGGACUGUGUGGUGUA
+hsa-miR-548av-3p,AAAACUGCAGUUACUUUUGC
+hsa-miR-548g-3p,AAAACUGUAAUUACUUUUGUAC
+hsa-miR-6835-3p,AAAAGCACUUUUCUGUCUCCCAG
+hsa-miR-4422,AAAAGCAUCAGGAAGUACCCA
+hsa-miR-4429,AAAAGCUGGGCUGAGAGGCG
+hsa-miR-320d,AAAAGCUGGGUUGAGAGGA
+hsa-miR-320d,AAAAGCUGGGUUGAGAGGA
+hsa-miR-320b,AAAAGCUGGGUUGAGAGGGCAA
+hsa-miR-320b,AAAAGCUGGGUUGAGAGGGCAA
+hsa-miR-320a-3p,AAAAGCUGGGUUGAGAGGGCGA
+hsa-miR-320c,AAAAGCUGGGUUGAGAGGGU
+hsa-miR-320c,AAAAGCUGGGUUGAGAGGGU
+hsa-miR-548an,AAAAGGCAUUGUGGUUUUUG
+hsa-miR-4484,AAAAGGCGGGAGAAGCCCCA
+hsa-miR-10526-3p,AAAAGGGGGCUGAGGUGGAG
+hsa-miR-548bb-5p,AAAAGUAACUAUGGUUUUUGCC
+hsa-miR-548ak,AAAAGUAACUGCGGUUUUUGA
+hsa-miR-548w,AAAAGUAACUGCGGUUUUUGCCU
+hsa-miR-548y,AAAAGUAAUCACUGUUUUUGCC
+hsa-miR-548h-5p,AAAAGUAAUCGCGGUUUUUGUC
+hsa-miR-548h-5p,AAAAGUAAUCGCGGUUUUUGUC
+hsa-miR-548h-5p,AAAAGUAAUCGCGGUUUUUGUC
+hsa-miR-548h-5p,AAAAGUAAUCGCGGUUUUUGUC
+hsa-miR-548h-5p,AAAAGUAAUCGCGGUUUUUGUC
+hsa-miR-548ar-5p,AAAAGUAAUUGCAGUUUUUGC
+hsa-miR-548a-5p,AAAAGUAAUUGCGAGUUUUACC
+hsa-miR-548i,AAAAGUAAUUGCGGAUUUUGCC
+hsa-miR-548i,AAAAGUAAUUGCGGAUUUUGCC
+hsa-miR-548i,AAAAGUAAUUGCGGAUUUUGCC
+hsa-miR-548i,AAAAGUAAUUGCGGAUUUUGCC
+hsa-miR-548as-5p,AAAAGUAAUUGCGGGUUUUGCC
+hsa-miR-548ap-5p,AAAAGUAAUUGCGGUCUUU
+hsa-miR-548j-5p,AAAAGUAAUUGCGGUCUUUGGU
+hsa-miR-548au-5p,AAAAGUAAUUGCGGUUUUUGC
+hsa-miR-548c-5p,AAAAGUAAUUGCGGUUUUUGCC
+hsa-miR-548o-5p,AAAAGUAAUUGCGGUUUUUGCC
+hsa-miR-548am-5p,AAAAGUAAUUGCGGUUUUUGCC
+hsa-miR-548ab,AAAAGUAAUUGUGGAUUUUGCU
+hsa-miR-548b-5p,AAAAGUAAUUGUGGUUUUGGCC
+hsa-miR-548ad-5p,AAAAGUAAUUGUGGUUUUUG
+hsa-miR-548ae-5p,AAAAGUAAUUGUGGUUUUUG
+hsa-miR-548ay-5p,AAAAGUAAUUGUGGUUUUUGC
+hsa-miR-548d-5p,AAAAGUAAUUGUGGUUUUUGCC
+hsa-miR-548d-5p,AAAAGUAAUUGUGGUUUUUGCC
+hsa-miR-548av-5p,AAAAGUACUUGCGGAUUU
+hsa-miR-548k,AAAAGUACUUGCGGAUUUUGCU
+hsa-miR-548l,AAAAGUAUUUGCGGGUUUUGUC
+hsa-miR-548ah-5p,AAAAGUGAUUGCAGUGUUUG
+hsa-miR-106a-5p,AAAAGUGCUUACAGUGCAGGUAG
+hsa-miR-548at-5p,AAAAGUUAUUGCGGUUUUGGCU
+hsa-miR-3646,AAAAUGAAAUGAGCCCAGCCCA
+hsa-miR-224-3p,AAAAUGGUGCCCUAGUGACUACA
+hsa-miR-522-3p,AAAAUGGUUCCCUUUAGAGUGU
+hsa-miR-3606-3p,AAAAUUUCUUUCACUACUUAG
+hsa-miR-495-3p,AAACAAACAUGGUGCACUUCUU
+hsa-miR-122b-3p,AAACACCAUUGUCACACUCCAC
+hsa-miR-543,AAACAUUCGCGGUGCACUUCUU
+hsa-miR-451a,AAACCGUUACCAUUACUGAGUU
+hsa-miR-649,AAACCUGUGUUGUUCAAGAGUC
+hsa-miR-5583-5p,AAACUAAUAUACCCAUAUUCUG
+hsa-miR-5583-5p,AAACUAAUAUACCCAUAUUCUG
+hsa-miR-3129-3p,AAACUAAUCUCUACACUGCUGC
+hsa-miR-606,AAACUACUGAAAAUCAAAGAU
+hsa-miR-618,AAACUCUACUUGUCCUUCUGAGU
+hsa-miR-641,AAAGACAUAGGAUAGAGUCACCUC
+hsa-miR-3617-5p,AAAGACAUAGUUGCAAGAUGGG
+hsa-miR-3667-5p,AAAGACCCAUUGAGGAGAAGGU
+hsa-miR-548ao-3p,AAAGACCGUGACUACUUUUGCA
+hsa-miR-4432,AAAGACUCUGCAAGAUGCCU
+hsa-miR-4662a-3p,AAAGAUAGACAAUUGGCUAAAU
+hsa-miR-3156-5p,AAAGAUCUGGAAGUGGGAGACA
+hsa-miR-3156-5p,AAAGAUCUGGAAGUGGGAGACA
+hsa-miR-3156-5p,AAAGAUCUGGAAGUGGGAGACA
+hsa-miR-4662b,AAAGAUGGACAAUUGGCUAAAU
+hsa-miR-10527-5p,AAAGCAAAUGUUGGGUGAACGGC
+hsa-miR-498-3p,AAAGCACCUCCAGAGCUUGAAGC
+hsa-miR-518e-3p,AAAGCGCUUCCCUUCAGAGUG
+hsa-miR-320e,AAAGCUGGGUUGAGAAGG
+hsa-miR-651-3p,AAAGGAAAGUGUAUCCUAAAAG
+hsa-miR-3173-3p,AAAGGAGGAAAUAGGCAGGCCA
+hsa-miR-541-5p,AAAGGAUUCUGCUGUCGGUCCCACU
+hsa-miR-3910,AAAGGCAUAAAACCAAGACA
+hsa-miR-3910,AAAGGCAUAAAACCAAGACA
+hsa-miR-548ba,AAAGGUAACUGUGAUUUUUGCU
+hsa-miR-570-5p,AAAGGUAAUUGCAGUUUUUCCC
+hsa-miR-548ai,AAAGGUAAUUGCAGUUUUUCCC
+hsa-miR-548ag,AAAGGUAAUUGUGGUUUCUGC
+hsa-miR-548ag,AAAGGUAAUUGUGGUUUCUGC
+hsa-miR-3974,AAAGGUCAUUGUAAGGUUAAUGC
+hsa-miR-4735-3p,AAAGGUGCUCAAAUUAGACAU
+hsa-miR-562,AAAGUAGCUGUACCAUUUGC
+hsa-miR-3184-3p,AAAGUCUCGCUCUCUGCCCCUCA
+hsa-miR-519b-3p,AAAGUGCAUCCUUUUAGAGGUU
+hsa-miR-519a-3p,AAAGUGCAUCCUUUUAGAGUGU
+hsa-miR-519a-3p,AAAGUGCAUCCUUUUAGAGUGU
+hsa-miR-519c-3p,AAAGUGCAUCUUUUUAGAGGAU
+hsa-miR-372-3p,AAAGUGCUGCGACAUUUGAGCGU
+hsa-miR-520a-3p,AAAGUGCUUCCCUUUGGACUGU
+hsa-miR-520b-3p,AAAGUGCUUCCUUUUAGAGGG
+hsa-miR-520c-3p,AAAGUGCUUCCUUUUAGAGGGU
+hsa-miR-520e-3p,AAAGUGCUUCCUUUUUGAGGG
+hsa-miR-520d-3p,AAAGUGCUUCUCUUUGGUGGGU
+hsa-miR-148a-5p,AAAGUUCUGAGACACUCCGACU
+hsa-miR-1277-5p,AAAUAUAUAUAUAUAUGUACGUAU
+hsa-miR-4517,AAAUAUGAUGAAACUCACAGCUGAG
+hsa-miR-216b-5p,AAAUCUCUGCAGGCAAAUGUGA
+hsa-miR-4506,AAAUGGGUGGUCUGAGGCAA
+hsa-miR-513b-3p,AAAUGUCACCUUUUUGAGAGGA
+hsa-miR-944,AAAUUAUUGUACAUCGGAUGAG
+hsa-miR-4760-3p,AAAUUCAUGUUCAAUCUAAACC
+hsa-miR-3529-3p,AACAACAAAAUCACUAGUCUUCCA
+hsa-miR-338-5p,AACAAUAUCCUGGUGCUGAGUG
+hsa-miR-362-3p,AACACACCUAUUCAAGGAUUCA
+hsa-miR-329-3p,AACACACCUGGUUAACCUCUUU
+hsa-miR-329-3p,AACACACCUGGUUAACCUCUUU
+hsa-miR-6757-3p,AACACUGGCCUUGCUAUCCCCA
+hsa-miR-552-3p,AACAGGUGACUGGUUAGACAA
+hsa-miR-376c-3p,AACAUAGAGGAAAUUCCACGU
+hsa-miR-499a-3p,AACAUCACAGCAAGUCUGUGCU
+hsa-miR-499b-3p,AACAUCACUGCAAGUCUUAACA
+hsa-miR-181c-5p,AACAUUCAACCUGUCGGUGAGU
+hsa-miR-181a-5p,AACAUUCAACGCUGUCGGUGAGU
+hsa-miR-181a-5p,AACAUUCAACGCUGUCGGUGAGU
+hsa-miR-181b-5p,AACAUUCAUUGCUGUCGGUGGGU
+hsa-miR-181b-5p,AACAUUCAUUGCUGUCGGUGGGU
+hsa-miR-181d-5p,AACAUUCAUUGUUGUCGGUGGGU
+hsa-miR-1255b-2-3p,AACCACUUUCUUUGCUCAUCCA
+hsa-miR-634,AACCAGCACCCCAACUUUGGAC
+hsa-miR-181c-3p,AACCAUCGACCGUUGAGUGGAC
+hsa-miR-4482-5p,AACCCAGUGGGCUAUGGAAAUG
+hsa-miR-5195-5p,AACCCCUAAGGCAACUGGAUGG
+hsa-miR-100-5p,AACCCGUAGAUCCGAACUUGUG
+hsa-miR-99a-5p,AACCCGUAGAUCCGAUCUUGUG
+hsa-miR-6813-3p,AACCUUGGCCCCUCUCCCCAG
+hsa-miR-521,AACGCACUUCCCUUUAGAGUGU
+hsa-miR-521,AACGCACUUCCCUUUAGAGUGU
+hsa-miR-122-3p,AACGCCAUUAUCACACUAAAUA
+hsa-miR-548al,AACGGCAAUGACUUUUGUACCA
+hsa-miR-4681,AACGGGAAUGCAGGCUGUAUCU
+hsa-miR-4661-5p,AACUAGCUCUGUGGAUCCUGAC
+hsa-miR-3923,AACUAGUAAUGUUGGAUUAGGG
+hsa-miR-4798-3p,AACUCACGAAGUAUACCGAAGU
+hsa-miR-3145-5p,AACUCCAAACACUCAAAACUCA
+hsa-miR-4636,AACUCGUGUUCAAAGCCUUUAG
+hsa-miR-5684,AACUCUAGCCUGAGCAACAG
+hsa-miR-4714-5p,AACUCUGACCCCUUAGGUUGAU
+hsa-miR-3664-5p,AACUCUGUCUUCACUCAUGAGU
+hsa-miR-4724-5p,AACUGAACCAGGAGUGAGCUUCG
+hsa-miR-1243,AACUGGAUCAAUUAUAGGAGUG
+hsa-miR-193b-3p,AACUGGCCCUCAAAGUCCCGCU
+hsa-miR-193a-3p,AACUGGCCUACAAAGUCCCAGU
+hsa-miR-452-5p,AACUGUUUGCAGAGGAAACUGA
+hsa-miR-5197-3p,AAGAAGAGACUGAGUCAUCGAAU
+hsa-miR-483-5p,AAGACGGGAGGAAAGAAGGGAG
+hsa-miR-4499,AAGACUGAGAGGAGGGA
+hsa-miR-3925-5p,AAGAGAACUGAAAGUGGAGCCU
+hsa-miR-6856-5p,AAGAGAGGAGCAGUGGUGCUGUGG
+hsa-miR-3916,AAGAGGAAGAAAUGGCUGGUUCUCAG
+hsa-miR-576-3p,AAGAUGUGGAAAAAUUGGAAUC
+hsa-miR-3942-5p,AAGCAAUACUGUUACCUGAAAU
+hsa-miR-6838-5p,AAGCAGCAGUGGCAAGACUCCU
+hsa-miR-646,AAGCAGCUGCCUCUGAGGC
+hsa-miR-1179,AAGCAUUCUUUCAUUGGUUGG
+hsa-miR-6779-3p,AAGCCCUGUCUCCUCCCAUCU
+hsa-miR-129-2-3p,AAGCCCUUACCCCAAAAAGCAU
+hsa-miR-129-1-3p,AAGCCCUUACCCCAAAAAGUAU
+hsa-miR-6819-3p,AAGCCUCUGUCCCCACCCCAG
+hsa-miR-596,AAGCCUGCCCGGCUCCUCGGG
+hsa-miR-4670-5p,AAGCGACCAUGAUGUAACUUCA
+hsa-miR-6854-5p,AAGCUCAGGUUUGAGAACUGCUGA
+hsa-miR-22-3p,AAGCUGCCAGUUGAAGAACUGU
+hsa-miR-208b-5p,AAGCUUUUUGCUCGAAUUAUGU
+hsa-miR-3914,AAGGAACCAGAAAAUGAGAAGU
+hsa-miR-3914,AAGGAACCAGAAAAUGAGAAGU
+hsa-miR-6888-5p,AAGGAGAUGCUCAGGCAGAU
+hsa-miR-28-5p,AAGGAGCUCACAGUCUAUUGAG
+hsa-miR-708-5p,AAGGAGCUUACAAUCUAGCUGGG
+hsa-miR-940,AAGGCAGGGCCCCCGCUCCCC
+hsa-miR-4747-3p,AAGGCCCGGGCUUUCCUCCCAG
+hsa-miR-3142,AAGGCCUUUCUGAACCUUCAGA
+hsa-miR-9500,AAGGGAAGAUGGUGACCAC
+hsa-miR-7845-5p,AAGGGACAGGGAGGGUCGUGG
+hsa-miR-4739,AAGGGAGGAGGAGCGGAGGGGCCCU
+hsa-miR-3158-3p,AAGGGCUUCCUCUCUGCAGGAC
+hsa-miR-3158-3p,AAGGGCUUCCUCUCUGCAGGAC
+hsa-miR-6743-5p,AAGGGGCAGGGACGGGUGGCCC
+hsa-miR-6085,AAGGGGCUGGGGGAGCACA
+hsa-miR-4716-3p,AAGGGGGAAGGAAACAUGGAGA
+hsa-miR-4678,AAGGUAUUGUUCAGACUUAUGA
+hsa-miR-4464,AAGGUUUGGAUAGAUGCAAUA
+hsa-miR-1244,AAGUAGUUGGUUUGUAUGAGAUGGUU
+hsa-miR-1244,AAGUAGUUGGUUUGUAUGAGAUGGUU
+hsa-miR-1244,AAGUAGUUGGUUUGUAUGAGAUGGUU
+hsa-miR-1244,AAGUAGUUGGUUUGUAUGAGAUGGUU
+hsa-miR-5588-3p,AAGUCCCACUAAUGCCAGC
+hsa-miR-6838-3p,AAGUCCUGCUUCUGUUGCAG
+hsa-miR-1245a,AAGUGAUCUAAAGGCCUACAU
+hsa-miR-371b-3p,AAGUGCCCCCACAGUUUGAGUGC
+hsa-miR-371a-3p,AAGUGCCGCCAUCUUUUGAGUGU
+hsa-miR-519e-3p,AAGUGCCUCCUUUUAGAGUGUU
+hsa-miR-512-3p,AAGUGCUGUCAUAGCUGAGGUC
+hsa-miR-512-3p,AAGUGCUGUCAUAGCUGAGGUC
+hsa-miR-520f-3p,AAGUGCUUCCUUUUAGAGGGUU
+hsa-miR-648,AAGUGUGCAGGGCACUGGU
+hsa-miR-148b-5p,AAGUUCUGUUAUACACUCAGGC
+hsa-miR-4715-5p,AAGUUGGCUGCAGUUAAGGUGG
+hsa-miR-5590-3p,AAUAAAGUUCAUGUAUGGCAA
+hsa-miR-369-3p,AAUAAUACAUGGUUGAUCUUU
+hsa-miR-5692b,AAUAAUAUCACAGUAGGUGU
+hsa-miR-5692c,AAUAAUAUCACAGUAGGUGUAC
+hsa-miR-5692c,AAUAAUAUCACAGUAGGUGUAC
+hsa-miR-7705,AAUAGCUCAGAAUGUCAGUUCUG
+hsa-miR-1295b-3p,AAUAGGCCACGGAUCUGGGCAA
+hsa-miR-410-3p,AAUAUAACACAGAUGGCCUGU
+hsa-miR-656-3p,AAUAUUAUACAGUCAACCUCU
+hsa-miR-34c-3p,AAUCACUAACCACACGGCCAGG
+hsa-miR-5094,AAUCAGUGAAUGCCUUGAACCU
+hsa-miR-154-3p,AAUCAUACACGGUUGACCUAUU
+hsa-miR-487a-3p,AAUCAUACAGGGACAUCCAGUU
+hsa-miR-96-3p,AAUCAUGUGCAGUGCCAAUAUG
+hsa-miR-382-3p,AAUCAUUCACGGACAACACUU
+hsa-miR-5092,AAUCCACGCUGAGCUUGGCAUC
+hsa-miR-4733-5p,AAUCCCAAUGCUAGACCCGGUG
+hsa-miR-500b-5p,AAUCCUUGCUACCUGGGU
+hsa-miR-362-5p,AAUCCUUGGAACCUAGGUGUGAGU
+hsa-miR-501-5p,AAUCCUUUGUCCCUGGGUGAGA
+hsa-miR-5188,AAUCGGACCCAUUUAAACCGGAG
+hsa-miR-487b-3p,AAUCGUACAGGGUCAUCCACUU
+hsa-miR-3200-5p,AAUCUGAGAAGGCGCACAAGGU
+hsa-miR-425-5p,AAUGACACGAUCACUCCCGUUGA
+hsa-miR-4712-3p,AAUGAGAGACCUGUACUGUAU
+hsa-miR-501-3p,AAUGCACCCGGGCAAGGAUUCU
+hsa-miR-502-3p,AAUGCACCUGGGCAAGGAUUCA
+hsa-miR-1246,AAUGGAUUUUUGGAGCAGG
+hsa-miR-652-3p,AAUGGCGCCACUAGGGUUGUG
+hsa-miR-889-5p,AAUGGCUGUCCGUAGUAUGGUC
+hsa-miR-4495,AAUGUAAACAGGCUUUUUGCU
+hsa-miR-3668,AAUGUAGAGAUUGAUCAAAAU
+hsa-miR-4657,AAUGUGGAAGUGGUCUGAGGCAU
+hsa-miR-4491,AAUGUGGACUGGUGUGACCAAA
+hsa-miR-511-3p,AAUGUGUAGCAAAAGACAGA
+hsa-miR-4781-3p,AAUGUUGGAAUCCUCGCUAGAG
+hsa-miR-4307,AAUGUUUUUUCCUGUUUCC
+hsa-miR-10399-5p,AAUUACAGAUUGUCUCAGAGA
+hsa-miR-3938,AAUUCCCUUGUAGAUAACCCGG
+hsa-miR-4778-5p,AAUUCUGUAAAGGAAGAAGAGG
+hsa-miR-363-3p,AAUUGCACGGUAUCCAUCUGUA
+hsa-miR-367-3p,AAUUGCACUUUAGCAAUGGUGA
+hsa-miR-4699-3p,AAUUUACUCUGCAAUCUUCUCC
+hsa-miR-5002-5p,AAUUUGGUUUCUGAGGCACUUAGU
+hsa-miR-3613-3p,ACAAAAAAAAAAGCCCAACCCUUC
+hsa-miR-3973,ACAAAGUACAGCAUUAGCCUUAG
+hsa-miR-520h,ACAAAGUGCUUCCCUUUAGAGU
+hsa-miR-520g-3p,ACAAAGUGCUUCCCUUUAGAGUGU
+hsa-miR-4709-5p,ACAACAGUGACUUGCUCUCCAA
+hsa-miR-4761-5p,ACAAGGUGUGCAUGCCUGACC
+hsa-miR-216b-3p,ACACACUUACCCGUAGAGAUUCUA
+hsa-miR-3681-3p,ACACAGUGCUUCAUCCACUACU
+hsa-miR-4717-3p,ACACAUGGGUGGCUGUGGCCU
+hsa-miR-6865-3p,ACACCCUCUUUCCCUACCGCC
+hsa-miR-6760-3p,ACACUGUCCCCUUCUCCCCAG
+hsa-miR-6500-3p,ACACUUGUUGGGAUGACCUGC
+hsa-miR-499b-5p,ACAGACUUGCUGUGAUGUUCA
+hsa-miR-6847-5p,ACAGAGGACAGUGGAGUGUGAGC
+hsa-miR-10b-3p,ACAGAUUCGAUUCUAGGGGAAU
+hsa-miR-383-3p,ACAGCACUGCCUGGUCAGA
+hsa-miR-214-3p,ACAGCAGGCACAGACAGGCAGU
+hsa-miR-5685,ACAGCCCAGCAGUUAUCACGGG
+hsa-miR-4433a-3p,ACAGGAGUGGGGGUGGGACAU
+hsa-miR-6715b-5p,ACAGGCACGACUGGUUUGGCA
+hsa-miR-4514,ACAGGCAGGAUUGGGGAA
+hsa-miR-3937,ACAGGCGGCUGUAGCAAUGGGGG
+hsa-miR-4441,ACAGGGAGGAGAUUGUA
+hsa-miR-3918,ACAGGGCCGCAGAUGGAGACU
+hsa-miR-9900,ACAGGUCCUAAGAGACUGCAU
+hsa-miR-125a-3p,ACAGGUGAGGUUCUUGGGAGCC
+hsa-miR-936,ACAGUAGAGGGAGGAAUCGCAG
+hsa-miR-199a-3p,ACAGUAGUCUGCACAUUGGUUA
+hsa-miR-199a-3p,ACAGUAGUCUGCACAUUGGUUA
+hsa-miR-199b-3p,ACAGUAGUCUGCACAUUGGUUA
+hsa-miR-622,ACAGUCUGCUGAGGUUGGAGC
+hsa-miR-1-5p,ACAUACUUCUUUAUAUGCCCAU
+hsa-miR-4793-5p,ACAUCCUGCUCCACAGGGCAGAGG
+hsa-miR-6785-3p,ACAUCGCCCCACCUUCCCCAG
+hsa-miR-4317,ACAUUGCCAGGGAGUUU
+hsa-miR-1250-3p,ACAUUUUCCAGCCCAUUCA
+hsa-miR-3691-3p,ACCAAGUCUGCGUCAUCCUCUC
+hsa-miR-181a-2-3p,ACCACUGACCGUUGACUGUACC
+hsa-miR-6849-3p,ACCAGCCUGUGUCCACCUCCAG
+hsa-miR-4738-5p,ACCAGCGCGUUUUCAGUUUCAU
+hsa-miR-665,ACCAGGAGGCUGAGGCCCCU
+hsa-miR-4645-5p,ACCAGGCAAGAAAUAUUGU
+hsa-miR-6837-5p,ACCAGGGCCAGCAGGGAAUGU
+hsa-miR-181a-3p,ACCAUCGACCGUUGAUUGUACC
+hsa-miR-4726-3p,ACCCAGGUUCCCUCUGGCCGCA
+hsa-miR-4286,ACCCCACUCCUGGUACC
+hsa-miR-6840-5p,ACCCCCGGGCAAAGACCUGCAGAU
+hsa-miR-6795-3p,ACCCCUCGUUUCUUCCCCCAG
+hsa-miR-6801-3p,ACCCCUGCCACUCACUGGCC
+hsa-miR-7108-3p,ACCCGCCCGUCUCCCCACAG
+hsa-miR-1247-5p,ACCCGUCCCGUUCGUCCCCGGA
+hsa-miR-454-5p,ACCCUAUCAAUAUUGUCUCUGC
+hsa-miR-4655-3p,ACCCUCGUCAGGUCCCCGGGG
+hsa-miR-4780,ACCCUUGAGCCUGAUCCCUAGC
+hsa-miR-6832-3p,ACCCUUUUUCUCUUUCCCAG
+hsa-miR-4671-5p,ACCGAAGACUGUGCGCUAAUCU
+hsa-miR-4485-5p,ACCGCCUGCCCAGUGA
+hsa-miR-6827-3p,ACCGUCUCUUCUGUUCCCCAG
+hsa-miR-1973,ACCGUGCAAAGGUAGCAUA
+hsa-miR-132-5p,ACCGUGGCUUUCGAUUGUUACU
+hsa-miR-660-3p,ACCUCCUGUGUGCAUGGAUUA
+hsa-miR-10401-3p,ACCUCGCCGUCCCGCCCGCCG
+hsa-miR-3140-5p,ACCUGAAUUACCAAAAGCUUU
+hsa-miR-544b,ACCUGAGGUUGUGCAUUUCUAA
+hsa-miR-4722-3p,ACCUGCCAGCACCUCCCUGCAG
+hsa-miR-3690,ACCUGGACCCAGCGUAGACAAAG
+hsa-miR-3690,ACCUGGACCCAGCGUAGACAAAG
+hsa-miR-8073,ACCUGGCAGCAGGGAGCGUCGU
+hsa-miR-221-5p,ACCUGGCAUACAAUGUAGAUUU
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+hsa-miR-6864-5p,UUGAAGGGACAAGUCAGAUAUGCC
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+hsa-miR-6734-5p,UUGAGGGGAGAAUGAGGUGGAGA
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+hsa-miR-4325,UUGCACUUGUCUCAGUGA
+hsa-miR-1301-3p,UUGCAGCUGCCUGGGAGUGACUUC
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+hsa-miR-4659b-5p,UUGCCAUGUCUAAGAAGAA
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+hsa-miR-5691,UUGCUCUGAGCUCCGAGAAAGC
+hsa-miR-6805-3p,UUGCUCUGCUCCCCCGCCCCCAG
+hsa-miR-9718,UUGCUGACCUGGGUGGUGGU
+hsa-miR-6079,UUGGAAGCUUGGACCAACUAGCUG
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+hsa-miR-588,UUGGCCACAAUGGGUUAGAAC
+hsa-miR-4701-5p,UUGGCCACCACACCUACCCCUU
+hsa-miR-3187-3p,UUGGCCAUGGGGCUGCGCGG
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+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-1302,UUGGGACAUACUUAUGCUAAA
+hsa-miR-6780a-5p,UUGGGAGGGAAGACAGCUGGAGA
+hsa-miR-450b-3p,UUGGGAUCAUUUUGCAUCCAUA
+hsa-miR-6728-5p,UUGGGAUGGUAGGACCAGAGGGG
+hsa-miR-6773-5p,UUGGGCCCAGGAGUAAACAGGAU
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+hsa-miR-2110,UUGGGGAAACGGCCGCUGAGUG
+hsa-miR-6857-5p,UUGGGGAUUGGGUCAGGCCAGU
+hsa-miR-6751-5p,UUGGGGGUGAGGUUGGUGUCUGG
+hsa-miR-6819-5p,UUGGGGUGGAGGGCCAAGGAGC
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+hsa-miR-6855-5p,UUGGGGUUUGGGGUGCAGACAUUGC
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+hsa-miR-7855-5p,UUGGUGAGGACCCCAAGCUCGG
+hsa-miR-493-5p,UUGUACAUGGUAGGCUUUCAUU
+hsa-miR-6818-3p,UUGUCUCUUGUUCCUCACACAG
+hsa-miR-4288,UUGUCUGCUGAGUUUCC
+hsa-miR-3611,UUGUGAAGAAAGAAAUUCUUA
+hsa-miR-218-5p,UUGUGCUUGAUCUAACCAUGU
+hsa-miR-218-5p,UUGUGCUUGAUCUAACCAUGU
+hsa-miR-4752,UUGUGGAUCUCAAGGAUGUGCU
+hsa-miR-4474-3p,UUGUGGCUGGUCAUGAGGCUAA
+hsa-miR-6796-5p,UUGUGGGGUUGGAGAGCUGGCUG
+hsa-miR-6759-5p,UUGUGGGUGGGCAGAAGUCUGU
+hsa-miR-592,UUGUGUCAAUAUGCGAUGAUGU
+hsa-miR-6818-5p,UUGUGUGAGUACAGAGAGCAUC
+hsa-miR-7156-5p,UUGUUCUCAAACUGGCUGUCAGA
+hsa-miR-4677-5p,UUGUUCUUUGGUCUUUCAGCCA
+hsa-miR-302c-5p,UUUAACAUGGGGGUACCUGCUG
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+hsa-miR-4503,UUUAAGCAGGAAAUAGAAUUUA
+hsa-miR-1303,UUUAGAGACGGGGUCUUGCUCU
+hsa-miR-4760-5p,UUUAGAUUGAACAUGAAGUUAG
+hsa-miR-651-5p,UUUAGGAUAAGCUUGACUUUUG
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+hsa-miR-498-5p,UUUCAAGCCAGGGGGCGUUUUUC
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+hsa-miR-4755-5p,UUUCCCUUCAGAGCCUGGCUUU
+hsa-miR-5006-3p,UUUCCCUUUCCAUCCUGGCAG
+hsa-miR-1180-3p,UUUCCGGCUCGCGUGGGUGUGU
+hsa-miR-3685,UUUCCUACCCUACCUGAAGACU
+hsa-miR-670-3p,UUUCCUCAUAUUCAUUCAGGA
+hsa-miR-3059-5p,UUUCCUCUCUGCCCCAUAGGGUGU
+hsa-miR-7152-5p,UUUCCUGUCCUCCAACCAGACC
+hsa-miR-7159-3p,UUUCUAUGUUAGUUGGAAG
+hsa-miR-4482-3p,UUUCUAUUUCUCAGUGGGGCUC
+hsa-miR-6833-3p,UUUCUCUCUCCACUUCCUCAG
+hsa-miR-4743-3p,UUUCUGUCUUUUCUGGUCCAG
+hsa-miR-4659a-3p,UUUCUUCUUAGACAUGGCAACG
+hsa-miR-4659b-3p,UUUCUUCUUAGACAUGGCAGCU
+hsa-miR-1304-5p,UUUGAGGCUACAGUGAGAUGUG
+hsa-miR-6516-5p,UUUGCAGUAACAGGUGUGAGCA
+hsa-miR-4520-2-3p,UUUGGACAGAAAACACGCAGGU
+hsa-miR-12131,UUUGGAGAGGUGUACUCCCA
+hsa-miR-182-5p,UUUGGCAAUGGUAGAACUCACACU
+hsa-miR-96-5p,UUUGGCACUAGCACAUUUUUGCU
+hsa-miR-3913-5p,UUUGGGACUGAUCUUGAUGUCU
+hsa-miR-3913-5p,UUUGGGACUGAUCUUGAUGUCU
+hsa-miR-6513-5p,UUUGGGAUUGACGCCACAUGUCU
+hsa-miR-133b,UUUGGUCCCCUUCAACCAGCUA
+hsa-miR-133a-3p,UUUGGUCCCCUUCAACCAGCUG
+hsa-miR-133a-3p,UUUGGUCCCCUUCAACCAGCUG
+hsa-miR-3149,UUUGUAUGGAUAUGUGUGUGUAU
+hsa-miR-758-3p,UUUGUGACCUGGUCCACUAACC
+hsa-miR-375-3p,UUUGUUCGUUCGGCUCGCGUGA
+hsa-miR-7856-5p,UUUUAAGGACACUGAGGGAUC
+hsa-miR-1305,UUUUCAACUCUAAUGGGAGAGA
+hsa-miR-450b-5p,UUUUGCAAUAUGUUCCUGAAUA
+hsa-miR-507,UUUUGCACCUUUUGGAGUGAA
+hsa-miR-3680-3p,UUUUGCAUGACCCUGGGAGUAGG
+hsa-miR-3680-3p,UUUUGCAUGACCCUGGGAGUAGG
+hsa-miR-450a-5p,UUUUGCGAUGUGUUCCUAAUAU
+hsa-miR-450a-5p,UUUUGCGAUGUGUUCCUAAUAU
+hsa-miR-5010-3p,UUUUGUGUCUCCCAUUCCCCAG
+hsa-miR-335-3p,UUUUUCAUUAUUGCUCCUGACC
+hsa-miR-9983-3p,UUUUUUGCUGGAACAUUUCUGG
diff --git a/modulector/migrations/0019_mirna_mirna_sequence.py b/modulector/migrations/0019_mirna_mirna_sequence.py
new file mode 100644
index 0000000..102af33
--- /dev/null
+++ b/modulector/migrations/0019_mirna_mirna_sequence.py
@@ -0,0 +1,18 @@
+# Generated by Django 3.0.8 on 2021-01-28 00:34
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('modulector', '0018_auto_20210118_1355'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='mirna',
+            name='mirna_sequence',
+            field=models.CharField(max_length=40, null=True),
+        ),
+    ]
diff --git a/modulector/models.py b/modulector/models.py
index 761dfd4..f0324dd 100644
--- a/modulector/models.py
+++ b/modulector/models.py
@@ -24,6 +24,11 @@ class UrlTemplate(models.Model):
 
 class Mirna(models.Model):
     mirna_code = models.CharField(max_length=40, unique=True)
+    mirna_sequence = models.CharField(max_length=40, null=True)
+
+    @property
+    def mirbase_id(self) -> List:
+        return MirbaseIdMirna.objects.filter(mature_mirna__contains=self.mirna_code)[0]
 
 
 class OldRefSeqMapping(models.Model):
@@ -85,6 +90,10 @@ class MirnaDisease(models.Model):
     pubmed_id = models.DecimalField(max_digits=10, decimal_places=0, null=False)
     description = models.TextField(blank=False)
 
+    @property
+    def mirna_object(self) -> List:
+        return Mirna.objects.filter(mirna_code__contains=self.mirna)
+
     class Meta:
         db_table = 'modulector_mirnadisease'
 
@@ -101,5 +110,9 @@ class MirnaDrugs(models.Model):
     support = models.TextField(blank=False)
     expression_pattern = models.CharField(max_length=30)
 
+    @property
+    def mirna_object(self) -> List:
+        return Mirna.objects.filter(mirna_code__contains=self.mature_mirna)
+
     class Meta:
         db_table = 'modulector_mirnadrugs'
diff --git a/modulector/processors/sequence_processor.py b/modulector/processors/sequence_processor.py
new file mode 100644
index 0000000..ca631e6
--- /dev/null
+++ b/modulector/processors/sequence_processor.py
@@ -0,0 +1,34 @@
+import logging
+import os
+import pathlib
+import sys
+
+import pandas as pd
+from django.db import transaction, connection
+
+from modulector.models import Mirna
+
+logger = logging.getLogger(__name__)
+logger.addHandler(logging.StreamHandler(sys.stdout))
+logger.setLevel(logging.INFO)
+
+
+def process():
+    parent_dir = pathlib.Path(__file__).parent.absolute().parent
+    file_path = os.path.join(parent_dir, "files/miraccs.csv")
+    logger.info("loading sequence info")
+    mirna_table = Mirna._meta.db_table
+    update_template = "UPDATE {} set mirna_sequence= '{}' where mirna_code = '{}'"
+
+    # loading files
+    data = pd.read_csv(filepath_or_buffer=file_path, encoding="ISO-8859-1")
+
+    with transaction.atomic():
+        updates = []
+        for index, row in data.iterrows():
+            mirna, sequence = row
+            updates.append(update_template.format(mirna_table, sequence, mirna))
+        for update in updates:
+            with connection.cursor() as cursor:
+                cursor.execute(update)
+        logger.info("mirna sequence updated")
diff --git a/modulector/serializers.py b/modulector/serializers.py
index a4a1a91..0093ca8 100644
--- a/modulector/serializers.py
+++ b/modulector/serializers.py
@@ -39,11 +39,16 @@ class Meta:
 class MirnaXGenSerializer(serializers.ModelSerializer):
     source_name = serializers.CharField(read_only=True, source='mirna_source.name')
     mirna = serializers.CharField(read_only=True, source='mirna.mirna_code')
+    sequence = serializers.CharField(read_only=True, source='mirna.mirna_sequence')
+    mirbase_id = serializers.SerializerMethodField()
     pubmed = PubmedSerializer(read_only=True, many=True)
 
     class Meta:
         model = MirnaXGene
-        fields = ['id', 'mirna', 'gene', 'score', 'source_name', 'pubmed']
+        fields = ['id', 'mirna', 'sequence', 'mirbase_id', 'gene', 'score', 'source_name', 'pubmed']
+
+    def get_mirbase_id(self, mirnaxgene):
+        return mirnaxgene.mirna.mirbase_id.mirbase_id
 
 
 class MirnaSourceListSerializer(serializers.ModelSerializer):
@@ -54,26 +59,34 @@ class Meta:
         depth = 1
 
 
-class MirnaSerializer(serializers.ModelSerializer):
-    class Meta:
-        model = Mirna
-        fields = ['mirna_code']
-
-
 class MirbaseMatureMirnaSerializer(serializers.ModelSerializer):
     class Meta:
         model = MirbaseIdMirna
         fields = ['mirbase_id', 'mature_mirna']
 
 
+class MirnaSerializer(serializers.ModelSerializer):
+    mirbase = serializers.CharField(read_only=True, source='mirbase_id.mirbase_id')
+
+    class Meta:
+        model = Mirna
+        fields = ['mirna_code', 'mirna_sequence', 'mirbase']
+
+
 class MirnaDiseaseSerializer(serializers.ModelSerializer):
+    matching_mirnas = MirnaSerializer(read_only=True, many=True, source='mirna_object', allow_null=True)
+
     class Meta:
         model = MirnaDisease
-        fields = ['id', 'category', 'mirna', 'disease', 'pubmed_id', 'description']
+        fields = ['id', 'category', 'mirna', 'matching_mirnas', 'disease', 'pubmed_id', 'description']
 
 
 class MirnaDrugsSerializer(serializers.ModelSerializer):
+    matching_mirnas = MirnaSerializer(read_only=True, many=True, source='mirna_object', allow_null=True)
+
     class Meta:
         model = MirnaDrugs
-        fields = ['id', 'mature_mirna', 'mirbase_id', 'small_molecule', 'fda_approved', 'detection_method', 'condition',
+        fields = ['id', 'mature_mirna', 'matching_mirnas',
+                  'mirbase_id', 'small_molecule', 'fda_approved',
+                  'detection_method', 'condition',
                   'pubmed_id', 'reference', 'expression_pattern', 'support']
diff --git a/modulector/services/data_loading_service.py b/modulector/services/data_loading_service.py
index 879a073..3a6a7a9 100644
--- a/modulector/services/data_loading_service.py
+++ b/modulector/services/data_loading_service.py
@@ -3,7 +3,7 @@
 import sys
 
 from modulector.mappers import ref_seq_mapper, gene_mapper, mature_mirna_mapper
-from modulector.processors import disease_processor, drugs_processor
+from modulector.processors import disease_processor, drugs_processor, sequence_processor
 
 logger = logging.getLogger(__name__)
 logger.addHandler(logging.StreamHandler(sys.stdout))
@@ -14,9 +14,11 @@ def load_data():
     # this variable show be set when you before running the code
     should_load_data = os.environ['LOAD_DATA']
     if should_load_data == '1':
+        sequence_processor.process()
         logger.info("preloading required data")
         drugs_processor.process()
         mature_mirna_mapper.execute()
         disease_processor.process()
         ref_seq_mapper.execute()
         gene_mapper.execute()
+        sequence_processor()
diff --git a/modulector/views.py b/modulector/views.py
index 2a18548..f555bf1 100644
--- a/modulector/views.py
+++ b/modulector/views.py
@@ -1,11 +1,13 @@
 import re
+
 from django.shortcuts import render
+from django_filters.rest_framework import DjangoFilterBackend
 from rest_framework import status, generics, filters
 from rest_framework.response import Response
 from rest_framework.views import APIView
+
 from modulector.models import MirnaXGene, MirnaSource, Mirna, MirnaColumns, MirbaseIdMirna, MirnaDisease, MirnaDrugs
 from modulector.pagination import StandardResultsSetPagination
-from django_filters.rest_framework import DjangoFilterBackend
 from modulector.serializers import MirnaXGenSerializer, MirnaSourceSerializer, MirnaSerializer, \
     MirnaSourceListSerializer, MirbaseMatureMirnaSerializer, MirnaDiseaseSerializer, MirnaDrugsSerializer
 from modulector.services import url_service, processor_service
@@ -25,8 +27,14 @@ def get_queryset(self):
         mirna = self.request.query_params.get("mirna")
         if mirna is None:
             return MirnaXGene.objects.none()
-
-        return MirnaXGene.objects.filter(mirna__mirna_code=mirna)
+        else:
+            if mirna.startswith('MI'):
+                mirbase_mirna_record = MirbaseIdMirna.objects.filter(mirbase_id=mirna)
+                if mirbase_mirna_record:
+                    mirna = [record[2] for record in mirbase_mirna_record.values_list()]
+                return MirnaXGene.objects.filter(mirna__mirna_code__in=mirna)
+            else:
+                return MirnaXGene.objects.filter(mirna__mirna_code=mirna)
 
 
 class MirnaSourcePostAndList(APIView):
@@ -76,13 +84,19 @@ def get_queryset(self):
         mirna = self.request.query_params.get("mirna", None)
         result = Mirna.objects.all()
         if mirna:
-            result = result.filter(mirna_code=mirna)
+            if mirna.startswith('MI'):
+                mirbase_mirna_record = MirbaseIdMirna.objects.filter(mirbase_id=mirna)
+                if mirbase_mirna_record:
+                    mirna = [record[2] for record in mirbase_mirna_record.values_list()]
+                result = result.filter(mirna_code__in=mirna)
+            else:
+                result = result.filter(mirna_code=mirna)
         return result
 
 
 class LinksList(APIView):
-    def get(self):
-        mirna = self.request.query_params.get("mirna", None)
+    def get(self, request):
+        mirna = request.query_params.get("mirna", None)
         links = url_service.build_urls(mirna)
         return Response(links, status=status.HTTP_200_OK)
 
@@ -99,8 +113,9 @@ def get_queryset(self):
         result = MirnaDisease.objects.all()
         if mirna:
             mirna = mirna.lower()
-            mirna = re.sub(regex, "", mirna)
-            result = result.filter(mirna__startswith=mirna)
+            if mirna.count('-') == 3:
+                mirna = re.sub(regex, "", mirna)
+            result = result.filter(mirna__contains=mirna)
         return result
 
 
@@ -118,7 +133,7 @@ def get_queryset(self):
         mirbase = self.request.query_params.get("mirbase")
         query_set = MirnaDrugs.objects.all()
         if mirna:
-            query_set = query_set.filter(mature_mirna__endswith=mirna)
+            query_set = query_set.filter(mature_mirna__contains=mirna)
         if mirbase:
             query_set = query_set.filter(mirbase_id=mirbase)
         return query_set