{"id":30567,"date":"2019-10-31T21:36:14","date_gmt":"2019-10-31T18:36:14","guid":{"rendered":"https:\/\/prohoster.info\/blog\/ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike\/"},"modified":"2019-10-31T21:36:14","modified_gmt":"2019-10-31T18:36:14","slug":"ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike","title":{"rendered":"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/3e87323f0025a754e352a973b0bf6f73.jpeg\" style=\"display:block;margin: 0 auto;\" \/>N\u00eb ver\u00ebn e vitit 2018, pran\u00eb Sh\u00ebn Petersburgut, u mbajt shkolla e p\u00ebrvitshme e bioinformatik\u00ebs, ku mor\u00ebn pjes\u00eb 100 student\u00eb dhe doktorant\u00eb p\u00ebr t\u00eb studiuar bioinformatik\u00ebn dhe p\u00ebr t\u00eb m\u00ebsuar p\u00ebr p\u00ebrdorimin e saj n\u00eb fusha t\u00eb ndryshme t\u00eb biologjis\u00eb dhe mjek\u00ebsis\u00eb. <\/p>\n<p>Kryefokusi i k\u00ebsaj shkolle ishte k\u00ebrkimi mbi kancerin, por pati ligj\u00ebrata edhe mbi fusha t\u00eb tjera t\u00eb bioinformatik\u00ebs, duke filluar nga evolucioni e deri te analiza e t\u00eb dh\u00ebnave t\u00eb sekvencimit t\u00eb nj\u00ebqelizor. Gjat\u00eb jav\u00ebs, nx\u00ebn\u00ebsit m\u00ebsuan se si t\u00eb punonin me t\u00eb dh\u00ebnat e sekvencimit t\u00eb brezit t\u00eb ri, programuan n\u00eb Python dhe R, p\u00ebrdor\u00ebn mjete dhe korniza standarde bioinformatike, u njoh\u00ebn me metodat e biologjis\u00eb sistemike, gjenetik\u00ebs popullore dhe modelimit t\u00eb ila\u00e7eve n\u00eb studimin e tumor\u00ebve, dhe shum\u00eb m\u00eb tep\u00ebr. <\/p>\n<p>M\u00eb posht\u00eb do t\u00eb gjeni videon e 18 ligj\u00ebratave t\u00eb mbajtura n\u00eb shkoll\u00eb, me nj\u00eb p\u00ebrshkrim t\u00eb shkurt\u00ebr dhe slajde. At\u00ebher\u00eb q\u00eb jan\u00eb t\u00eb sh\u00ebnuara me yllin \u00ab*\u00bb \u2013 jan\u00eb mjaft bazike, mund t\u00eb shikohen pa p\u00ebrgatitje paraprake.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\n<img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/143f6afb035a483661dfff6831541e44.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 1*. Onkogenomika dhe onkologjia e personalizuar | Mihail Pyatnitsky, Instituti i Kimis\u00eb Biomedicinore <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"http:\/\/youtu.be\/GHyhtIk7Wl8\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/pyatniczkiy_summer_school_2018_onkogenomics.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Mikhail gave a brief overview of tumor genomics and how understanding the evolution of cancer cells helps address practical oncology issues. He particularly focused on explaining the differences between oncogenes and tumor suppressors, methods for identifying \"cancer genes,\" and extracting molecular subtypes of tumors. In conclusion, Mikhail highlighted the future of oncogenomics and the challenges that may arise.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/308698634ff9878326e3d326bf4de01a.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 2*. Diagnostik\u00eb gjenetike e sindromeve t\u00eb trash\u00ebguara t\u00eb tumorit | Andrei Afanasiev, yRisk<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/u8uf6bUrOUQ\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/afanasyev_summer_school_2018_nasledstvennye_opuholevye_sindromy_genetika_i_diagnostika.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Andrei discussed hereditary tumor syndromes and analyzed their biology, epidemiology, and clinical manifestations. Part of the lecture is dedicated to genetic testing \u2014 who needs to undergo it, what is done for this, what challenges arise in data processing and result interpretation, and finally, what benefits it brings to patients and their relatives.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/18b4d1bbcc2e8a791831724191a71033.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 3*. The Pan-Cancer Atlas | Herman Demidov, BIST\/UPF <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/Ij8QYPu2gqg\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/demidov_summer_school_2018_pan_cancer.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Pavar\u00ebsisht shum\u00eb dekadave k\u00ebrkimesh n\u00eb fush\u00ebn e gjenomik\u00ebs dhe epigjenomik\u00ebs s\u00eb kancerit, p\u00ebrgjigja p\u00ebr pyetjen \"si, ku dhe pse ndodhin sindromat tumorale\" ende nuk \u00ebsht\u00eb e plot\u00eb. Nj\u00eb nga arsyet p\u00ebr k\u00ebt\u00eb \u00ebsht\u00eb nevoja p\u00ebr t\u00eb standardizuar marrjen dhe p\u00ebrpunimin e nj\u00eb sasi t\u00eb madhe t\u00eb t\u00eb dh\u00ebnave n\u00eb q\u00ebllim t\u00eb identifikimit t\u00eb efekteve t\u00eb vogla, t\u00eb cilat jan\u00eb t\u00eb v\u00ebshtira p\u00ebr tu zbuluar n\u00eb nj\u00eb grup t\u00eb kufizuar t\u00eb dh\u00ebnash (nj\u00eb volum i till\u00eb \u00ebsht\u00eb tipik p\u00ebr studimin n\u00eb nj\u00eb ose disa laborator\u00eb), por q\u00eb n\u00eb total luajn\u00eb nj\u00eb rol t\u00eb madh n\u00eb nj\u00eb s\u00ebmundje kaq komplekse dhe multifaktoriale si\u00e7 \u00ebsht\u00eb kanceri.<\/p>\n<p>Gjat\u00eb disa viteve t\u00eb fundit, shum\u00eb grupe k\u00ebrkimor\u00eb t\u00eb fort\u00eb n\u00eb bot\u00eb, duke e kuptuar k\u00ebt\u00eb problem, filluan t\u00eb bashkojn\u00eb p\u00ebrpjekjet e veta n\u00eb p\u00ebrpjekje p\u00ebr t\u00eb zbuluar dhe p\u00ebrshkruar t\u00eb gjitha k\u00ebto efekte. P\u00ebr nj\u00eb nga k\u00ebto nisma (The PanCancer Atlas) dhe rezultatet e marr\u00eb nga puna e k\u00ebtij konsorciumi laborator\u00ebsh, t\u00eb publikuara n\u00eb nj\u00eb num\u00ebr t\u00eb ve\u00e7ant\u00eb t\u00eb Cell, German foli n\u00eb k\u00ebt\u00eb ligj\u00ebrat\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/d03c4fcd59267b0d84db295337adf000.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 4. ChIP-Seq n\u00eb studimin e mekanizmave epigjenetik\u00eb | Oleg Shpynov, JetBrains Research <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/OljP7Vx7FhI\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/shpynov_summer_school_2018_chip-seq_-_method.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Regullimi i shprehjes s\u00eb gjinive b\u00ebhet n\u00eb m\u00ebnyra t\u00eb ndryshme. N\u00eb ligj\u00ebrat\u00ebn e tij, Oleg foli p\u00ebr rregullimin epigjenetik p\u00ebrmes modifikimit t\u00eb histoneve, studimin e k\u00ebtyre proceseve me metod\u00ebn ChIP-seq dhe m\u00ebnyrat e analiz\u00ebs s\u00eb rezultateve t\u00eb marra.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/548f503e59235155bf9466081b9c5eb7.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 5. Multiomika n\u00eb hulumtimet e kancerit | Konstantin Okonechnikov, Qendra K\u00ebrkimore Gjermane p\u00ebr Kancerin<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/jrRrmv_3nDE\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/okonechnikov_summer_school_2018_multiomics.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Zhvillimi i teknologjive eksperimentale n\u00eb biologjin\u00eb molekulare ka lejuar p\u00ebrzierjen e nj\u00eb spektri t\u00eb gjer\u00eb t\u00eb proceseve funksionale n\u00eb qeliza, organe ose madje t\u00eb gjith\u00eb organizmave. p\u00ebr t\u00eb krijuar lidhje nd\u00ebrmjet komponenteve t\u00eb proceseve biologjike, \u00ebsht\u00eb e nevojshme t\u00eb p\u00ebrdoret multiomika, e cila kombinon t\u00eb dh\u00ebna masive eksperimentale nga gjenomika, transkriptomika, epigenomika dhe proteomika. Konstantin tregoi shembuj ilustrues t\u00eb p\u00ebrdorimit t\u00eb multiomik\u00ebs n\u00eb hulumtimet mbi s\u00ebmundjet kanceroze me fokus n\u00eb onkologjin\u00eb pediatrike.<\/p>\n<p><b>6. Shum\u00ebllojshm\u00ebria dhe kufizimet e analiz\u00ebs s\u00eb qelizave t\u00eb vetme | Konstantin Okonechnikov<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/kndZkueUCSY\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/okonechnikiv_summer_school2018_single_seq_area.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Nj\u00eb ligj\u00ebrat\u00eb m\u00eb e detajuar mbi sekvencimin RNA t\u00eb qelizave t\u00eb vetme dhe metodat e analiz\u00ebs s\u00eb k\u00ebtyre t\u00eb dh\u00ebnave, si dhe m\u00ebnyrat p\u00ebr t\u00eb kap\u00ebrcyer problemet e qarta dhe t\u00eb fshehura gjat\u00eb studimit t\u00eb tyre.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/4efcd12baf8ac2b191878c171627e5f0.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b>7. Analiza e t\u00eb dh\u00ebnave single-cell RNA-seq | Konstantin Zaytsev, Universiteti Washington n\u00eb St. Louis<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/IUT6qwtmGzY\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/zaitsev_summer_school_2018_introduction_to_single-cell_rna-seq.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Nj\u00eb ligj\u00ebrat\u00eb hyr\u00ebse mbi sekvencimin e qelizave t\u00eb vetme. Konstantini diskuton metodat e sekvencimit, v\u00ebshtir\u00ebsit\u00eb n\u00eb fazat e pun\u00ebs laboratorike dhe analiz\u00ebs bioinformative, si dhe m\u00ebnyrat p\u00ebr t'i kap\u00ebrcyer ato.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/df870d61c614ea8a40b74c9c918e2626.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b>8. Diagnostikimi i distrofis\u00eb muskulore p\u00ebrmes sekvencimit me nanopore | Pavel Avdeev, Universiteti i George Washington<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/w6SMlVH5jsI\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/avdeyev_summer_school_2018_nanopore_diagnostic.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Sekvencimi q\u00eb p\u00ebrdor teknologjin\u00eb Oxford Nanopore ka avantazhe q\u00eb mund t\u00eb p\u00ebrdoren p\u00ebr t\u00eb zbuluar shkaqet genetike t\u00eb s\u00ebmundjeve, si distrofia muskulore. N\u00eb ligj\u00ebrat\u00ebn e tij, Pavel p\u00ebrshkroi zhvillimin e nj\u00eb pipeline p\u00ebr diagnostikimin e k\u00ebsaj s\u00ebmundjeje.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/de851b57d294a685335a8845ea760018.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 9*. Paraqitja grafike e genomit | Ilya Minkin, Universiteti i Shtetit t\u00eb Pensilvanis\u00eb<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/djoeK2OwA3I\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/minkin_summer_school_2018_graphs.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Modelet grafike lejojn\u00eb nj\u00eb paraqitje kompakte t\u00eb nj\u00eb s\u00ebr\u00eb t\u00eb madhe sekuencash t\u00eb ngjashme dhe shpesh p\u00ebrdoren n\u00eb gjenomik\u00eb. Ilya shpjegoi n\u00eb detaje se si, p\u00ebrmes graf\u00ebve, rikonstruktohen sekuencat gjenomike, si dhe p\u00ebr \u00e7far\u00eb p\u00ebrdoret grafi i de Bruijn, sa shum\u00eb qasja e till\u00eb \"grafike\" rrit sakt\u00ebsin\u00eb e k\u00ebrkimit t\u00eb mutacioneve, dhe cilat probleme t\u00eb pazgjidhura mbeten ende me p\u00ebrdorimin e graf\u00ebve.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/7c7f98b932c0993f72500b96f46bfefe.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 10*. Proteomika arg\u00ebtuese | Pavel Sinitsyn, Instituti Max Planck i Biokimis\u00eb (2 pjes\u00eb) <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/dcWOB9Qq8eM\">Video 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/BaRKeQjywto\">Video 2<\/a><\/noindex> |<noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/sinitcyn_summer_school_2018_proteomics_l1.pdf\">Prezantimet 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/sinitcyn_summer_school_2018_proteomics_l2.pdf\">Prezantimet 2<\/a><\/noindex><\/p>\n<p>Proteinat jan\u00eb p\u00ebrgjegj\u00ebse p\u00ebr shumic\u00ebn e proceseve biokimike n\u00eb organizmat e gjall\u00eb, dhe p\u00ebr momentin, proteomika \u00ebsht\u00eb metoda e vetme q\u00eb lejon analiz\u00ebn globale t\u00eb mij\u00ebra proteinave nj\u00ebkoh\u00ebsisht. Spektri i problemeve t\u00eb zgjidhura \u00ebsht\u00eb impresionues \u2014 nga identifikimi i antitrupave dhe antigjeneve deri te p\u00ebrcaktimi i lokalizimit t\u00eb disa mij\u00ebra proteinave. N\u00eb leksionet e tij, Pavel foli p\u00ebr k\u00ebto dhe aplikime t\u00eb tjera t\u00eb proteomik\u00ebs, zhvillimin e saj aktual dhe pengesat n\u00eb analiz\u00ebn e t\u00eb dh\u00ebnave.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/ddb4a09fe8025202636fd95d09e4fd98.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 11*. Parimet kryesore t\u00eb simulimeve molekulare | Pavel Yakovlev, BIOCAD <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/UaNe4d2nm7g\">Video<\/a><\/noindex>\u00a0| <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/yakovlev_summer_school_2018_folding.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Nj\u00eb leksion teorik hyr\u00ebs mbi dinamik\u00ebn molekulare: pse \u00ebsht\u00eb e nevojshme, \u00e7far\u00eb b\u00ebn dhe si p\u00ebrdoret n\u00eb zhvillimin e ila\u00e7eve. Pavel i kushtoi v\u00ebmendje metodave t\u00eb dinamik\u00ebs molekulare, shpjegimit t\u00eb forcave molekulare, p\u00ebrshkrimit t\u00eb lidhjeve, koncepteve \"fusha e forc\u00ebs\" dhe \"integrimi\", kufizimeve n\u00eb modelim, dhe shum\u00eb t\u00eb tjera. <\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/4ff34682dbdc985987fe6f57095b7fbf.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 12*. Biologjia molekulare dhe gjenetika | Yuri Barbitov, Instituti i Bioinformatik\u00ebs <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/fsuZDG0ACAA\">Video 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/nP_VCsL-cIM\">Video 2<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/9OES6MKEW5U\">Video 3<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/barbitoff_summer_school_2018_molbiol.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Hyrje n\u00eb biologjin\u00eb molekulare dhe gjenetik\u00ebn n\u00eb tri pjes\u00eb p\u00ebr student\u00ebt dhe absolvent\u00ebt e specialiteteve teknike. N\u00eb leksionin e par\u00eb diskutohen konceptet e biologjis\u00eb moderne, pyetje mbi struktur\u00ebn e genomit dhe shfaqjen e mutacioneve. E dyta ndri\u00e7on n\u00eb detaje \u00e7\u00ebshtjet e funksionimit t\u00eb gjeneve, proceset e transkripcioni dhe p\u00ebrkthimit, e treta \u2014 rregullimin e shprehjes s\u00eb gjeneve dhe metodat kryesore molekularo-biologjike.<\/p>\n<p><b> 13*. Parimet e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave NGS | Yuri Barbitov, Instituti i Bioinformatik\u00ebs<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/8iVH_ZQKZ1M\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/barbitoff_summer_school_2018_principles_of_ngs_data_analysis.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>N\u00eb ligj\u00ebrat\u00eb flitet p\u00ebr metodat e sekvencimit t\u00eb brezit t\u00eb dyt\u00eb (NGS), llojet dhe karakteristikat e tyre. Lectori shpjegon n\u00eb detaje se si jan\u00eb t\u00eb strukturuara t\u00eb dh\u00ebnat 'n\u00eb dalje' nga sekvencuesi, si i transformojn\u00eb ato p\u00ebr analiz\u00eb dhe cilat jan\u00eb m\u00ebnyrat p\u00ebr t\u00eb punuar me to.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/d63f6541e23e558ae2e8e82338091f59.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 14*. P\u00ebrdorimi i komand\u00ebs s\u00eb linj\u00ebs, praktik\u00eb | Gennadiy Zakharov, EPAM<\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/rk0crOttP8c\">Video<\/a><\/noindex><\/p>\n<p>Nj\u00eb p\u00ebrmbledhje praktike e komandave t\u00eb dobishme n\u00eb komand\u00ebn e linj\u00ebs Linux, opsioneve dhe bazave t\u00eb p\u00ebrdorimit t\u00eb tyre. Shembujt jan\u00eb t\u00eb orientuar drejt analiz\u00ebs s\u00eb sekuencave t\u00eb sekvencionuara t\u00eb ADN-s\u00eb. P\u00ebrve\u00e7 operacioneve standarde t\u00eb Linux (p.sh., cat, grep, sed, awk), shqyrtohen utilitaret p\u00ebr pun\u00ebn me sekuenca (samtools, bedtools).<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/e89d2794a97b9978f347f54c03a457bd.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 15*. Vizualizimi i t\u00eb dh\u00ebnave p\u00ebr t\u00eb vegjlit | Nikita Alexeyev, Universiteti ITMO <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/LUgeGGpHD4k\">Video<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/alexeev_summer_school_2018_visualization.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>\u00c7do njeri ka pasur rastin t\u00eb ilustroj\u00eb rezultatet e projekteve t\u00eb tij shkencore ose t\u00eb merret me diagramet, grafik\u00ebt dhe figurat e t\u00eb tjer\u00ebve. Nikita p\u00ebrshkroi se si t\u00eb interpretohet sakt\u00ebsisht grafik\u00ebt dhe diagramet, duke nxjerr\u00eb n\u00eb pah t\u00eb r\u00ebnd\u00ebsishm\u00ebn; si t\u00eb vizatoni figura t\u00eb kuptueshme. Lectori gjithashtu theksoi se n\u00eb \u00e7far\u00eb duhet t\u00eb tregosh kujdes kur lexon nj\u00eb artikull ose shikon nj\u00eb videoreklam\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/90318bcb7ada042c3dfc640c506c817e.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b> 16*. Karriera n\u00eb bioinformatik\u00eb | Viktoria Korzhova, Max Planck Institute of Biochemistry<\/b><\/p>\n<p>Video: <noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/tosBbeImaS8\">1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/1pplzLKqnu4\">2<\/a><\/noindex> | <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/korzhova_summer_school_2018_karyera_v_bioinformatike.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Viktoria foli p\u00ebr struktur\u00ebn e shkenc\u00ebs akademike jasht\u00eb vendit dhe p\u00ebr ato \u00e7far\u00eb duhet t'i kushtoni v\u00ebmendje, p\u00ebr t\u00eb ndihmuar student\u00ebt e bachelorit, masterit ose doktoratur\u00ebs n\u00eb nd\u00ebrtimin e nj\u00eb karriere n\u00eb shkenc\u00eb ose n\u00eb industri.<\/p>\n<p><b> 17*. Si t\u00eb p\u00ebrgatit nj\u00eb CV si shkenc\u00ebtar | Viktoria Korzhova, Max Planck Institute of Biochemistry <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/bF9bLXhDLCU\">Video<\/a><\/noindex><\/p>\n<p>\u00c7far\u00eb t\u00eb l\u00eb n\u00eb CV dhe \u00e7far\u00eb t\u00eb hiqet? Cilat fakte do t\u00eb jen\u00eb interesante p\u00ebr drejtuesin e mundsh\u00ebm, dhe cilat \u00ebsht\u00eb m\u00eb mir\u00eb t\u00eb mos p\u00ebrmenden? Si t\u00eb rendis informacionet q\u00eb CV-ja juaj t\u00eb t\u00ebrheq\u00eb v\u00ebmendjen? Kjo ligj\u00ebrat\u00eb do t\u00eb jap\u00eb p\u00ebrgjigje p\u00ebr k\u00ebto dhe pyetje t\u00eb tjera.<\/p>\n<p><b> 18*. Si funksionon tregu i bioinformatik\u00ebs | Andrey Afanasyev, yRisk <\/b><\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/youtu.be\/KSqnm3oZbG8\">Video<\/a><\/noindex>\u00a0| <noindex><a rel=\"nofollow\" href=\"http:\/\/bioinformaticsinstitute.ru\/sites\/default\/files\/afanasyev_summer_school_2018_kak_ustroen_rynok_i_gde_rabotat_bioinformatiku_kompanii_v_mire_i_v_rossii.pdf\">Slajdet<\/a><\/noindex><\/p>\n<p>Si funksionon tregu dhe ku mund t\u00eb punoj\u00eb nj\u00eb bioinformaticien? K\u00ebt\u00eb pyetje e trajton n\u00eb detaje, me shembuj dhe k\u00ebshilla, ligj\u00ebrata e Andrey-t.<\/p>\n<p><\/p>\n<h4>Fund<\/h4>\n<p>\nSi e keni v\u00ebn\u00eb re, ligj\u00ebratat n\u00eb shkoll\u00eb jan\u00eb mjaft t\u00eb larmishme n\u00eb tema \u2014 nga modelimi molekular dhe p\u00ebrdorimi i graf\u00ebve p\u00ebr nd\u00ebrtimin e genomit, deri te analiza e qelizave t\u00eb vetme dhe nd\u00ebrtimi i karrier\u00ebs shkencore. Ne n\u00eb Institutin e Bioinformatik\u00ebs p\u00ebrpiqemi t\u00eb p\u00ebrfshijm\u00eb n\u00eb programin e shkoll\u00ebs tema t\u00eb ndryshme, p\u00ebr t\u00eb mbuluar sa m\u00eb shum\u00eb disiplinat e bioinformatik\u00ebs dhe q\u00eb \u00e7do pjes\u00ebmarr\u00ebs t\u00eb m\u00ebsoj\u00eb di\u00e7ka t\u00eb re dhe t\u00eb dobishme p\u00ebr vete.<\/p>\n<p>Shkolla e ardhshme e bioinformatik\u00ebs do t\u00eb mbahet nga 29 korriku deri m\u00eb 3 gusht 2019 pran\u00eb Mosk\u00ebs. <noindex><a rel=\"nofollow\" href=\"https:\/\/bioinf.me\/education\/summer\/2019\">Pranimi n\u00eb shkoll\u00ebn 2019 tashm\u00eb ka nisur, deri m\u00eb 1 maj<\/a><\/noindex>. Tema e k\u00ebtij viti do t\u00eb jet\u00eb bioinformatika n\u00eb studimet e zhvillimit (developmental biology) dhe plakjes (aging).<\/p>\n<p>P\u00ebr ata q\u00eb d\u00ebshirojn\u00eb t\u00eb studiojn\u00eb thell\u00ebsisht bioinformatik\u00ebn, vazhdon pranimi p\u00ebr programin ton\u00eb <noindex><a rel=\"nofollow\" href=\"https:\/\/bioinf.me\/education\/program\">vjetor t\u00eb pranish\u00ebm<\/a><\/noindex> n\u00eb Sh\u00ebn Petersburg. Ose ndiqni lajmet tona p\u00ebr hapjen e programit n\u00eb Mosk\u00eb k\u00ebt\u00eb vjesht\u00eb.<\/p>\n<p>P\u00ebr ata q\u00eb nuk jan\u00eb n\u00eb Sh\u00ebn Petersburg ose Mosk\u00eb, por d\u00ebshirojn\u00eb t\u00eb b\u00ebhen bioinformatik\u00eb \u2014 kemi p\u00ebrgatitur <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.google.com\/document\/d\/e\/2PACX-1vT1u4XIA4iDQ5GVwO6BBD6aHACVXh5ICgqxyDMg4iih7LmzKs5f4fXUlOotIbC7qQu7nU86LjO5tB_p\/pub\">nj\u00eb list\u00eb librash dhe tekstesh<\/a><\/noindex> n\u00eb algoritme, programim, gjenetik\u00eb dhe biologji.<\/p>\n<p>Gjithashtu, kemi dhjetra <noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/org\/bioinf\">kurse online t\u00eb hapura dhe falas n\u00eb Stepik<\/a><\/noindex>, t\u00eb cilat mund t'i filloni tani.<\/p>\n<p>N\u00eb vitin 2018, shkolla verore p\u00ebr bioinformatik\u00eb u zhvillua me mb\u00ebshtetje nga partner\u00ebt tan\u00eb t\u00eb vazhduesh\u00ebm \u2013 kompanit\u00eb JetBrains, BIOCAD dhe EPAM, p\u00ebr t\u00eb cilat u jemi shum\u00eb mir\u00ebnjoh\u00ebs. <\/p>\n<p><b>T\u00eb gjith\u00eb bioinformaticien\u00ebt!<\/b><\/p>\n<p>P.S. N\u00ebse ju duket pak, <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/412453\/\">ja nj\u00eb postim me ligj\u00ebratat e shkoll\u00ebs s\u00eb kaluar<\/a><\/noindex> dhe <noindex><a rel=\"nofollow\" href=\"https:\/\/geektimes.com\/post\/289173\/\">dhe disa shkolla nga vitet e kaluara<\/a><\/noindex>.<\/p>\n<p><img decoding=\"async\" alt=\"Nga algoritmet deri te kanceri: ligj\u00ebrata nga shkolla e bioinformatik\u00ebs\" src=\"\/wp-content\/uploads\/2019\/03\/92a95459c7d0907d98437ac67ade87fe.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/443526\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041b\u0435\u0442\u043e\u043c 2018 \u0433\u043e\u0434\u0430 \u043f\u043e\u0434 \u041f\u0435\u0442\u0435\u0440\u0431\u0443\u0440\u0433\u043e\u043c \u043f\u0440\u043e\u0448\u043b\u0430 \u0435\u0436\u0435\u0433\u043e\u0434\u043d\u0430\u044f \u043b\u0435\u0442\u043d\u044f\u044f \u0448\u043a\u043e\u043b\u0430 \u043f\u043e \u0431\u0438\u043e\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0435, \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043f\u0440\u0438\u0435\u0445\u0430\u043b\u0438 100 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0438 \u0430\u0441\u043f\u0438\u0440\u0430\u043d\u0442\u043e\u0432, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u0431\u0438\u043e\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0443 \u0438 \u0443\u0437\u043d\u0430\u0442\u044c \u043e\u0431 \u0435\u0451 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u0445 \u0431\u0438\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u044b. \u0413\u043b\u0430\u0432\u043d\u044b\u0439 \u0444\u043e\u043a\u0443\u0441 \u044d\u0442\u043e\u0439 \u0448\u043a\u043e\u043b\u044b \u0431\u044b\u043b \u043d\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\u0445 \u0440\u0430\u043a\u0430, \u043d\u043e \u0431\u044b\u043b\u0438 \u043b\u0435\u043a\u0446\u0438\u0438 \u0438 \u043f\u043e \u0434\u0440\u0443\u0433\u0438\u043c \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u043c \u0431\u0438\u043e\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0438, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u0438 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":22563,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-30567","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041b\u0435\u0442\u043e\u043c 2018 \u0433\u043e\u0434\u0430 \u043f\u043e\u0434 \u041f\u0435\u0442\u0435\u0440\u0431\u0443\u0440\u0433\u043e\u043c \u043f\u0440\u043e\u0448\u043b\u0430 \u0435\u0436\u0435\u0433\u043e\u0434\u043d\u0430\u044f \u043b\u0435\u0442\u043d\u044f\u044f \u0448\u043a\u043e\u043b\u0430 \u043f\u043e \u0431\u0438\u043e\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0435, \u043d\u0430 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