Application of Needleman-Wunch Algorithm to identify mutation in DNA sequences of Corona virus
-Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona virus mutations of one type to another, DNA sequences can be aligned using the Needleman-Wunsch algorithm. Corona virus data was taken from G...
Saved in:
Published in | Journal of Physics: Conference Series Vol. 1218; no. 1; p. 012031 |
---|---|
Main Authors | , , , |
Format | Journal Article Web Resource |
Language | English |
Published |
England
IOP Publishing
01.05.2019
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | -Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona virus mutations of one type to another, DNA sequences can be aligned using the Needleman-Wunsch algorithm. Corona virus data was taken from Genbank National Center for Biotechnology Information from 1985-1992. The Needleman-Wunsch algorithm is a global alignment algorithm in which alignment is performed to all sequences with the complexity of O (mn) and is capable of producing optimal alignment. An important step in this reserach is the sequence alignment of two corona viruses using the Needleman-Wunsch algorithm. Second, identification of the location of mutations from the DNA of the virus. The result of this reserach is an alignment and the location of mutations of both sequences. The results of identification DNA mutation can be used to find out other viruses mutation corona virus as well as can be used in the field of health as a reference for the manufacture of drugs for corona virus mutation outcome. |
---|---|
AbstractList | —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona virus mutations of one type to another, DNA sequences can be aligned using the Needleman-Wunsch algorithm. Corona virus data was taken from Genbank National Center for Biotechnology Information from 1985-1992. The Needleman-Wunsch algorithm is a global alignment algorithm in which alignment is performed to all sequences with the complexity of O (mn) and is capable of producing optimal alignment. An important step in this reserach is the sequence alignment of two corona viruses using the Needleman-Wunsch algorithm. Second, identification of the location of mutations from the DNA of the virus. The result of this reserach is an alignment and the location of mutations of both sequences. The results of identification DNA mutation can be used to find out other viruses mutation corona virus as well as can be used in the field of health as a reference for the manufacture of drugs for corona virus mutation outcome. —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona virus mutations of one type to another, DNA sequences can be aligned using the Needleman-Wunsch algorithm. Corona virus data was taken from Genbank National Center for Biotechnology Information from 1985-1992. The Needleman-Wunsch algorithm is a global alignment algorithm in which alignment is performed to all sequences with the complexity of O (mn) and is capable of producing optimal alignment. An important step in this reserach is the sequence alignment of two corona viruses using the Needleman-Wunsch algorithm. Second, identification of the location of mutations from the DNA of the virus. The result of this reserach is an alignment and the location of mutations of both sequences. The results of identification DNA mutation can be used to find out other viruses mutation corona virus as well as can be used in the field of health as a reference for the manufacture of drugs for corona virus mutation outcome. Abstract —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona virus mutations of one type to another, DNA sequences can be aligned using the Needleman-Wunsch algorithm. Corona virus data was taken from Genbank National Center for Biotechnology Information from 1985-1992. The Needleman-Wunsch algorithm is a global alignment algorithm in which alignment is performed to all sequences with the complexity of O (mn) and is capable of producing optimal alignment. An important step in this reserach is the sequence alignment of two corona viruses using the Needleman-Wunsch algorithm. Second, identification of the location of mutations from the DNA of the virus. The result of this reserach is an alignment and the location of mutations of both sequences. The results of identification DNA mutation can be used to find out other viruses mutation corona virus as well as can be used in the field of health as a reference for the manufacture of drugs for corona virus mutation outcome. |
Author | Isa Irawan, Mohammad Rizky, Abduh Ririsati Dewi, Alfiana Mukhlash, Imam |
Author_xml | – sequence: 1 givenname: Mohammad surname: Isa Irawan fullname: Isa Irawan, Mohammad email: mii@its.ac.id organization: Department of Mathematics, Faculty of Mathematics, Computation, And Data Sciences , Indonesia – sequence: 2 givenname: Imam surname: Mukhlash fullname: Mukhlash, Imam organization: Department of Mathematics, Faculty of Mathematics, Computation, And Data Sciences , Indonesia – sequence: 3 givenname: Abduh surname: Rizky fullname: Rizky, Abduh organization: Departement of Mathematics , Indonesia – sequence: 4 givenname: Alfiana surname: Ririsati Dewi fullname: Ririsati Dewi, Alfiana organization: Department of Mathematics, Faculty of Mathematics, Computation, And Data Sciences , Indonesia |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/32288776$$D View this record in MEDLINE/PubMed |
BookMark | eNqFkVtrFTEUhYNU7EX_gg74IsJ4spPJ7UU4HK0XShVUfDPMmWR6UmaSaTJT6L9vhqlHK6J5ScL-1sreWcfowAdvEXoG-BVgKVcgKlJypvgKCOTrCgPBFB6go33lYH-W8hAdp3SJMc1LPEKHlBApheBH6Md6GDrX1KMLvghtcW6t6Wxf-_L75Jtdse4uQnTjri_GUDhj_ejam6KfxkXhfPHmfF0kezVZ39g0W2xCDL4url2c0mP0sK27ZJ_c7Sfo2-nbr5v35dmndx8267OyYYyMpWKYMpBScdPIbcWEYJYYUBXhYFoJUGFpMBdUtJbDVpqWY0yIUsaIZguMnqDXi-8wbXtrmtxnrDs9RNfX8UaH2un7Fe92-iJcawHZVpBs8OLOIIY8Sxp171Jju672NkxJE6owVEJJldHnf6CXYYo-j6cJ4xxY_nb6T6rKUVECavYSC9XEkFK07b5lwHpOWs8Z6jlPPSetQS9JZ-XT3yfe635GmwG6AC4Mv97-v-3Lv6g-ft58uQ_qwbT0Fn8_wLw |
CitedBy_id | crossref_primary_10_1109_ACCESS_2021_3100408 crossref_primary_10_1016_j_compbiomed_2022_105367 crossref_primary_10_1155_2022_6980335 crossref_primary_10_3390_app10228246 crossref_primary_10_1007_s11517_021_02412_z |
Cites_doi | 10.28932/jutisi.v3i1.568 10.1016/0022-2836(70)90057-4 |
ContentType | Journal Article Web Resource |
Copyright | Published under licence by IOP Publishing Ltd Published under licence by IOP Publishing Ltd. 2019. This work is published under http://creativecommons.org/licenses/by/3.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Published under licence by IOP Publishing Ltd 2019 |
Copyright_xml | – notice: Published under licence by IOP Publishing Ltd – notice: Published under licence by IOP Publishing Ltd. – notice: 2019. This work is published under http://creativecommons.org/licenses/by/3.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: 2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Published under licence by IOP Publishing Ltd 2019 |
DBID | O3W TSCCA NPM AAYXX CITATION COVID 8FD 8FE 8FG ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO H8D HCIFZ L7M P5Z P62 PIMPY PQEST PQQKQ PQUKI PRINS 7X8 5PM |
DOI | 10.1088/1742-6596/1218/1/012031 |
DatabaseName | IOP Journals (Institute Of Physics) IOPscience (Open Access) PubMed CrossRef Coronavirus Research Database Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central Technology Collection ProQuest One Community College ProQuest Central Aerospace Database SciTech Premium Collection Advanced Technologies Database with Aerospace Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection Publicly Available Content Database ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China MEDLINE - Academic PubMed Central (Full Participant titles) |
DatabaseTitle | PubMed CrossRef Coronavirus Research Database Publicly Available Content Database Advanced Technologies & Aerospace Collection Technology Collection Technology Research Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central Advanced Technologies & Aerospace Database Aerospace Database ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest One Academic Advanced Technologies Database with Aerospace MEDLINE - Academic |
DatabaseTitleList | Coronavirus Research Database Publicly Available Content Database PubMed CrossRef |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: O3W name: Institute of Physics Open Access Journal Titles url: http://iopscience.iop.org/ sourceTypes: Enrichment Source Publisher – sequence: 3 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Physics |
DocumentTitleAlternate | Application of Needleman-Wunch Algorithm to identify mutation in DNA sequences of Corona virus |
EISSN | 1742-6596 |
EndPage | 012031 |
ExternalDocumentID | 10_1088_1742_6596_1218_1_012031 32288776 JPCS_1218_1_012031 |
Genre | Journal Article |
GroupedDBID | 1JI 29L 2WC 4.4 5B3 5GY 5PX 5VS 7.Q AAJIO AAJKP ABHWH ACAFW ACHIP AEFHF AEJGL AFKRA AFYNE AIYBF AKPSB ALMA_UNASSIGNED_HOLDINGS ARAPS ASPBG ATQHT AVWKF AZFZN BENPR BGLVJ CCPQU CEBXE CJUJL CRLBU CS3 DU5 E3Z EBS EDWGO EJD EQZZN F5P FRP GROUPED_DOAJ GX1 HCIFZ HH5 IJHAN IOP IZVLO J9A KNG KQ8 LAP N5L N9A O3W OK1 P2P PIMPY PJBAE RIN RNS RO9 ROL SY9 T37 TR2 TSCCA UCJ W28 XSB ~02 02O 1WK AALHV AERVB AHSEE BBWZM C1A FEDTE H13 HVGLF JCGBZ M48 NPM Q02 S3P AAYXX CITATION COVID 8FD 8FE 8FG ABUWG AZQEC DWQXO H8D L7M P62 PQEST PQQKQ PQUKI PRINS 7X8 5PM |
ID | FETCH-LOGICAL-c552t-9503518896dc8b45775e2d194261df811408d06737fe61b8df6002299dd7cb153 |
IEDL.DBID | COVID |
ISSN | 1742-6588 |
IngestDate | Fri Sep 01 02:32:42 EDT 2023 Fri Aug 16 08:31:02 EDT 2024 Thu Oct 10 20:14:00 EDT 2024 Thu Oct 10 15:58:06 EDT 2024 Fri Aug 23 01:17:18 EDT 2024 Sat Sep 28 08:33:17 EDT 2024 Wed Aug 21 03:33:46 EDT 2024 Thu Jan 07 13:48:11 EST 2021 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
License | Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Published under licence by IOP Publishing Ltd. This article is made available via the PMC Open Access Subset for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c552t-9503518896dc8b45775e2d194261df811408d06737fe61b8df6002299dd7cb153 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
OpenAccessLink | https://proxy.k.utb.cz/login?url=https://iopscience.iop.org/article/10.1088/1742-6596/1218/1/012031 |
PMID | 32288776 |
PQID | 2403132199 |
PQPubID | 4720141 |
PageCount | 12 |
ParticipantIDs | pubmed_primary_32288776 iop_journals_10_1088_1742_6596_1218_1_012031 pubmedcentral_primary_oai_pubmedcentral_nih_gov_7106772 proquest_journals_2566151743 crossref_primary_10_1088_1742_6596_1218_1_012031 proquest_miscellaneous_2390147989 proquest_journals_2403132199 |
PublicationCentury | 2000 |
PublicationDate | 20190501 |
PublicationDateYYYYMMDD | 2019-05-01 |
PublicationDate_xml | – month: 5 year: 2019 text: 20190501 day: 1 |
PublicationDecade | 2010 |
PublicationPlace | England |
PublicationPlace_xml | – name: England – name: Bristol |
PublicationTitle | Journal of Physics: Conference Series |
PublicationTitleAlternate | J. Phys.: Conf. Ser |
PublicationYear | 2019 |
Publisher | IOP Publishing |
Publisher_xml | – name: IOP Publishing |
References | Jonassen (JPCS_1218_1_012031bib4) 2005 Maniam (JPCS_1218_1_012031bib8) 2011 Xiong (JPCS_1218_1_012031bib1) 2006 Naidu (JPCS_1218_1_012031bib5) 2016 JPCS_1218_1_012031bib10 Needleman (JPCS_1218_1_012031bib7) 1970; 48 Fenner (JPCS_1218_1_012031bib9) 1993 Malendes (JPCS_1218_1_012031bib6) 2017; 3 Simarmata (JPCS_1218_1_012031bib3) 2010 JPCS_1218_1_012031bib2 |
References_xml | – year: 2010 ident: JPCS_1218_1_012031bib3 contributor: fullname: Simarmata – year: 2005 ident: JPCS_1218_1_012031bib4 contributor: fullname: Jonassen – volume: 3 year: 2017 ident: JPCS_1218_1_012031bib6 article-title: Perbandingan Needleman-Wunsch dan Lempel-Ziv dalam Teknik Global Sequence Alignment: Keunggulan Faktorisasi Sempurna publication-title: Jurnal Teknik Informatika dan Sistem Informasi doi: 10.28932/jutisi.v3i1.568 contributor: fullname: Malendes – ident: JPCS_1218_1_012031bib10 – year: 2011 ident: JPCS_1218_1_012031bib8 contributor: fullname: Maniam – year: 1993 ident: JPCS_1218_1_012031bib9 contributor: fullname: Fenner – year: 2006 ident: JPCS_1218_1_012031bib1 contributor: fullname: Xiong – ident: JPCS_1218_1_012031bib2 – year: 2016 ident: JPCS_1218_1_012031bib5 contributor: fullname: Naidu – volume: 48 start-page: 443 year: 1970 ident: JPCS_1218_1_012031bib7 article-title: A General Method Applicable to the Search for Similarities in the Amino Acid Sequences of Two Proteins publication-title: Journal of Molecular Biology doi: 10.1016/0022-2836(70)90057-4 contributor: fullname: Needleman |
SSID | ssj0033337 |
Score | 2.2806237 |
Snippet | -Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona... Abstract —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location... —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona... —Corona virus is a virus capable of mutating very quickly and many other viruses that arise due to mutations of this virus. To find out the location of corona... |
SourceID | pubmedcentral proquest crossref pubmed iop |
SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 012031 |
SubjectTerms | Algorithms Alignment Coronaviruses Gene sequencing Mutation Physics Viruses |
SummonAdditionalLinks | – databaseName: Institute of Physics (IOP) Publishing Journals dbid: IOP link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3di9QwEA96Ivji90f1lIg-mt1-J31cVo_zwPVAD-_JkCapW7xtl91W0L_emabdux4nIvapkGloppP8JpmZXwl5DSgXW3ArWAFozOJEhyy3NmIq9LXVBoko8bzjwyI9PImPTpPTi7Uw9bpf-idw64iCnQr7hDgxBR86ZGmSpdMA8GkaTLH-E0upb0QwY9Cy3388HlbjCC7uiiLxISGGHK8_dzRCqOvwFlc5n5dzKC-A0sEdoofhuFyU75O2ySf61yWmx_8b711yu_dZ6cw9cY9cs9V9crPLHdXbB-Tr7DwITuuCLgAQz-xKVewLgOaSzs6-1ZuyWa5oU9OyKwwuftJV65IAaFnRt4sZ3eV0Yxdz5FVQ9Ee5abcPycnBu8_zQ9b_toHpJAkbliUYnRQiS40WeZxwntjQBBlu1kwhYAPmC9P9H6ewaZALU2BsEGDRGK5zWIEfkb2qruwTQuOCZ6FRuVAYHvVTpVKA01ileQQd-twj_vCp5Nqxc8guqi6ERLVJVJtEtclAOrV55A0oWvYzdft38Vcj8aPj-aexhFybwiP7g4WciyLTIez1gyy7uhkc6QB5wiOPvNw1w-TGiI2qbN2CDJ5IxTwT0MVjZ2-7ccJKDObOU4_wkSXuBJA4fNxSlcuOQJx3vIHh039TxTNyC7zFzGV77pO9ZtPa5-CRNfmLbsr9BpbUI6c priority: 102 providerName: IOP Publishing |
Title | Application of Needleman-Wunch Algorithm to identify mutation in DNA sequences of Corona virus |
URI | https://iopscience.iop.org/article/10.1088/1742-6596/1218/1/012031 https://www.ncbi.nlm.nih.gov/pubmed/32288776 https://www.proquest.com/docview/2403132199 https://www.proquest.com/docview/2566151743 https://search.proquest.com/docview/2390147989 https://pubmed.ncbi.nlm.nih.gov/PMC7106772 |
Volume | 1218 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED_RVkiIB74hMCojeCRrvuM8odKtbJNoK2B0T1hJ7KzV1qSsCRL89dzloyXTBBJ58ItPVqyz73e-O_8M8AZRzlHoVugJorHuuLGlR0rZemgZsYolEVFSvOPjxDs6dU7O3LM64Lapyyobm1gaapnFFCMfEG8cnpzMIHi3_q7Tq1GUXa2f0OhAz0bcMbrQG02_Hh80ttjGz2-quvCoh-63pXtu4A1MhLaBOaCro7bZwqTOMlvf5G5er5r8A4bG90A0E6iqTy72izzaj39d43b8_xneh7tzFbEmpv8Abqn0Idwuy0TjzSP4Ntzlu1mWsAli36Vahak-R3xcsOHlOY6YL1Ysz9iyvAOc_GSrosr3s2XKDiZDti3fpiFGRKEQsh_Lq2LzGE7Hh19GR3r9QoMeu66V64FLiUjOA0_GPHJc33eVJc2AzmUy4XjWMrgsn8JJlGdGXCaUBkQElNKPIzS2T6CbZql6BsxJ_MCSYcRDyoQaXhh6iJxO6EU2Dmj4GhiNjsS6IuIQZQKdc0FqFaRWQWoVpqjUqsFb1KWoN-Xm3-KvW-Ins9HntoRYy0SDvUZ7O9Gd6m7uRp_ZJEpwW4NX227cx5ScCVOVFShDwSfHDzgO8bRaaNt5otFFLPA9DfzWEtwKEEd4uyddLkqucL-kCLSe__2vX8AddASDqpBzD7r5VaFeorOVR33o8PGHPvTeH05mn_r1_uoTALrYHk9n2E7t-W9Jpynm |
link.rule.ids | 230,315,783,787,888,12779,21402,27938,27939,33387,33758,33759,38530,38879,38904,43614,43819,43909,53856,53882 |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED-xTQjEA98QGGAEj3jNt50nVHVM3dgKEhvbE1YSO7RiTcqaIMFfz10-WjJNIJFXn06xzr7f-e78M8BrRDnfYFjBM0Rj7gepyxNjPB67dmpSTUSUlO84moTjE__gLDhrE27Ltq2y84m1o9ZFSjnyAfHG4cnJiaK3i--cXo2i6mr7hMYGbCGw2riqt0YfPu_vdr7Yw090XV141MPw2-VhEIUDB6Ft4Azo6qjn9DBpY1Ysrgo3L3dN_gFDe7dBdRNouk--7VRlspP-usTt-P8zvAO3Tk3Cupz-Xbhm8ntwvW4TTZf34ctwXe9mRcYmiH3nZh7n_BTxccqG519RYzmds7Jgs_oOcPaTzaum3s9mOdudDNmqfZtUjIhCIWY_ZhfV8gGc7L07Ho15-0IDT4PALXkUUCFSyijUqUz8QIjAuNqJ6FymM4lnLVvq-imczIROInVGZUBEQK1FmqCzfQibeZGbx8D8TESujhMZUyXUDuM4ROT04zDxUKEtLLA7G6lFQ8Sh6gK6lIrMqsisisyqHNWY1YI3aEvVbsrlv8Vf9cQPPo4-9SXUQmcWbHfWW4uuTXf1MMbMDlGCexa8XA3jPqbiTJybokIZSj75IpKo4lGz0FbzRKeLWCBCC0RvCa4EiCO8P5LPpjVXuKgpAt0nf__rF3BjfHx0qA73J--fwk0MCqOmqXMbNsuLyjzDwKtMnre76zdRsydt |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3db9MwED9tQyBeJj5HYBtG8EjId-w8Vt2qMaBMgml7wnJih0Zak6pNJ_Hfc5ekGZmGEHmK5IuVXHz3O_vOPwO8Q5QLDYYVdo5obIdR5tupMYGtfDczmSYiSlrv-DKNT87D08vocgsm_V6YatG5_g942xIFtyrsCuKEgzG0b8dREjse4pPjObT_M_Cchc634R4asKCTDL4GFxuPHODF242R9KAQmzqvv3c2QKltfJO7AtDbdZR_ANPkEex2ESUbte__GLZM-QTuN5Wd2eop_BjdpKhZlbMpwtWVmavSvkBIm7HR1c9qWdSzOasrVjTbdvNfbL5uU_SsKNnRdMT6imvqYkysB4pdF8v16hmcT46_j0_s7lAFO4siv7aTiHKHQiSxzkQaRpxHxtdeQlMpnQucHrlCN6fX5Cb2UqFzytwhaGnNsxT943PYKavSvAAW5jzxtUqFouSlGysVI9iFKk4D7NDlFrgbJcpFy50hm5y3EJL0LknvkvQuPdnq3YL3qGzZ2dHq3-JvB-KnZ-NvQwmJo8KC_c2_uxElHkKciXtJcnczhrkesXgHFrzpm9H0KJ-iSlOtUYbWi0KeCOxirx0J_Xein0T3zWML-GCM9AJE6z1sKYtZQ-_NG1Y__-X_qeI1PDg7msjPH6efXsFDDOuStixzH3bq5docYOhUp4eNXfwG9jUHlw |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Application+of+Needleman-Wunch+Algorithm+to+identify+mutation+in+DNA+sequences+of+Corona+virus&rft.jtitle=Journal+of+physics.+Conference+series&rft.au=Isa+Irawan%2C+Mohammad&rft.au=Mukhlash%2C+Imam&rft.au=Rizky%2C+Abduh&rft.au=Ririsati+Dewi%2C+Alfiana&rft.date=2019-05-01&rft.issn=1742-6588&rft.volume=1218&rft.issue=1&rft.spage=012031&rft_id=info:doi/10.1088%2F1742-6596%2F1218%2F1%2F012031&rft_id=info%3Apmid%2F32288776&rft.externalDocID=32288776 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1742-6588&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1742-6588&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1742-6588&client=summon |