I-Biopharmaceutical R & D ibhekene nengcindezi engaphezulu kunangaphambili. Izinkampani kulindeleke ukuthi zisheshise ijubane le-Innovation, zinciphise izikhathi zokuthuthuka, kanye nezindleko zokulawula ama-balloon - konke ngenkathi kuzulazula ngokwengeziwe isayensi. Namuhla, imvamisa kuthatha iminyaka eyi-10-15 futhi kufinyelela ku- $ 2.6 billion ukuletha umuthi owodwa ukumaketha, ngamanani empumelelo anamathela ngaphansi kwe-12%. Kulesi ukuphakama - ubungozi, ukuphakama - izibalo zemvelo, okwenza ukuthi isayensi yenziwa kanjani ingabe isakhethwa ngokuzikhethela.
Ukuhlangabezana nalezi zidingo, abaholi be-biopharma baphinde bacabange kabusha ingqalasizinda yabo yedijithali. Amapulatifomu we-Informatics ahlanganisiwe - oke wabonakala njengoba athuthukiswa - manje abukwa njengabashayeli ababalulekile bokusebenza. Lawa mapulatifomu anikela ngendlela ebukhali, exhunyiwe kakhudlwana ukuphatha idatha, ukugeleza komsebenzi okuhambisanayo, kanye namaqembu ezinika amandla ukwenza izinqumo ezisheshayo, ezengeziwe.
Izindleko ezifihliwe zamathuluzi anqamukile
Naphezu kwentuthuko ekuqoqweni kwedatha, amalebhu amaningi namuhla asathembela ezinhlelweni ezihlukanisiwe ukusekela ucwaningo lwansuku zonke. Ama-lims (Izinhlelo zokulawulwa kolwazi lwelebhu), ama-elns (ama-elekthrotomu ama-electoratory), kanye namathuluzi wokuhlaziya avame ukuba khona kuma-silos, ngalinye lenzelwe umsebenzi othile. Kepha ngaphandle kokuhlanganiswa komthungo, lezi zinhlelo zakha izinkinga eziningi kunalokho ziyazixazulula.
Ukuba ukuhlanganiswa okuqondile, okungenamthungo kubhekisele ekuhlanganiseni izinhlelo zesoftware eziningi noma izakhi ngendlela yokuthi idatha igeleza ngokuzenzakalelayo futhi ngokunembile, kanye nokusebenza kwebhizinisi okuhlangene, kanye nokusebenza kwebhizinisi okuphela kokuphela noma ukuguqulwa okubonakalayo phakathi kwezinhlelo. Lokhu kuqhathaniswa nokuhlanganiswa okuyiphutha, okuvame ukufaka phakathi okuxhumeka kwedatha silos, indawo engahambelani nomsebenzisi, kanye nezinhlumba zezandla phakathi kwezigaba zokuhamba komsebenzi.
Ososayensi bachitha i-15-25% yesikhathi sabo sidlulisa ngesandla idatha phakathi kwamapulatifomu. Lo mzamo wethula ukubambezeleka okungadingekile futhi wandise amathuba okuba amanani ephutha lephutha lomuntu ka-5-8% awajwayelekile ngesikhathi esibhalwe ngesandla. Lawa maphutha, yize evame ukuba yincane, angahlanganisa ukuwohloka komsebenzi futhi wethule ukuhlukahluka okuqeda ukuzethemba ngemiphumela.
Ngaphandle kokunemba, ukuhlukaniswa nakho kudala ukubambezeleka esinqumweni - Ukwenza. Idatha ehlanganisa amathuluzi axhunyiwe ingeza isilinganiso samaviki amathathu kuya kwane kwi-Milestone ngayinye, yehlisa inqubekela phambili ngaso sonke isikhathi. Kwamaqembu amakhulu azama ukunciphisa imijikelezo yentuthuko noma aphendule emathubeni avelayo, laba abangasebenzi kahle bamele isithiyo esikhulu.
Inani lesayensi lokuhlanganiswa
Amapulatifomu Ahlanganisiwe Ama-Informatics Bhekana nalezi zinselelo ngokuhlanganisa idatha, amathuluzi namaqembu. Izinzuzo zingena kude kakhulu - zithuthukisa ikhwalithi yesayensi, zisheshise izikhathi zesikhathi, futhi zinciphise ubungozi bokusebenza. Nazi ezintathu zezinzuzo ezibucayi kakhulu:
1. Ukuthuthuka kwedatha okuthuthukisiwe ngokuqinisekiswa okuzenzakalelayo
Amasistimu ahlanganisiwe ashintsha amasheke amaningi ososayensi abake bawenza ngesandla. Yakhelwe - E-Algorithms yokuqinisekisa ukuqinisekisa ukunemba kwemininingwane usebenzisa amasiginesha edijithali, amasheke, namanye amasu, ukunciphisa kakhulu isikhathi esidingekayo sokulawulwa kwekhwalithi. Lawa mapulatifomu nawo agcina imizila ephelele yokucwaningwa kwamabhuku, athwebula imininingwane yesimo esifana nesilinganiselo sensimbi, izinombolo eziningi ze-reagent, kanye nezimo zokuhlola. Lokhu kudala umlando ophelele womsebenzi wesayensi osekela ukuhambisana nemigomo efana ne-21 CFR ingxenye 11 futhi yenza lula ukuhlolwa kwamabhuku okuzayo noma uphenyo.
I-Time Savings ibalulekile: Izikhathi zokuqinisekisa ukuqinisekiswa zivame ukuncishiswa ngo-60-70%, ukukhulula ososayensi namaqembu e-QA ukugxila phezulu - umsebenzi wenani.
2. Ukudluliselwa okusheshayo nokuthembekile kwendlela
Ukudluliswa Kwendlela phakathi kwamalebhu - ikakhulukazi ngesikhathi sesilinganiso - phezulu noma sekwephuzile - ukuthuthukiswa kwesiteji - kuvame ukuba yibhodlela. Izindlela zendabuko zingathatha izinyanga, ezidinga amaqembu abuye abuye amaphrothokholi futhi avuselele kabusha idatha esekelayo. Amapulatifomu ahlanganisiwe Yenza lula le nqubo ngokuhlinzeka ngezindlela ezijwayelekile zokudlulisa amakhithi kanye nokufinyelela okuphakathi kwezinqubo eziqinisekisiwe. Ngenxa yalokhu, izikhathi zokudlulisa izindlela zivame ukusikwa ngesigamu, okwenza zikwazi ukuguqulwa okulula phakathi kweminyango kanye nokuthuthuka okusheshayo ngepayipi lokuthuthuka.
3. I-Smarter Analytics ngokusebenzisa isayensi ye-AI
Amapulatifomu wanamuhla anika amandla ama-analytics athuthukile ngokufaka ubuhlakani bokufakelwa kanye nokufunda komshini okwenzelwe izimfuno ezihlukile zocwaningo lwezemithi. Ukutholwa kwezidakamizwa kuvame ukufaka ama-datasets ama-mulelald, lapho amakhompiyutha asebenzayo angenwebeka kakhulu ngabampofu. Okuvamile - Inhloso ye-AI kulwela kulezi zimo, kepha isayensi - ama-algorithms akwazi ukuthola amaphethini angavamile kodwa abalulekile, ukugqamisa abathengisi, nesinqumo sokuqondisa kanye nokwenza kahle. Lokhu amandla avumela amaqembu ukuthi angabonakali kahle okungahle alahlekelwe ngumsindo.
Imiphumela efakazelwe enkundleni
Umthelela wokuhlanganiswa akuyona nje i-theoretical. Ucwaningo lwamacala lukhombisile ukuthi amapulatifomu ahlanganisiwe imininingwane angathuthukisa kakhulu ukusebenza kwe-R & D.
E- I-PTC Therapeutics, ukusebenzisa ihlanganisiwe Amalegi Futhi ipulatifomu ye-ELN yasiza ukuvumelanisa izinhlelo ezincane ze-molecule. Lokhu akukaze kube ngcono kakhulu ukuwela - ukusebenzisana kweqembu kodwa futhi kunikwe amandla ukulandelwa okuphakathi nendawo okuyisisekelo kanye nokuhlaziywa kwedatha yesikhathi, ukubhidliza ama-silos ayekade enze inqubekela phambili.
Ezinye izinhlangano zibika lokho Amabhukwana ahlanganisiwe we-elekthronikhi Khulisa ukusebenza kahle ngo-15-25% ekuhambeni kwe-biology ukugeleza - ngaphezu kwamandla okutholakele ngokuvamile kubonwe kumakhemikhali - izinqubo ezigxile. Lezi zincomo zihumusha ngqo zibe isikhathi esithe xaxa ebhentshini lososayensi kanye nesikhathi esincane esichithwa kumadokhumenti wezemibhalo noma ekulweni kwedatha.
Icala lezezimali lokuhlanganisa
Ngokombono wezezimali, amapulatifomu ama-informatics ahlanganisiwe aletha ukubuya okuqinile. Buyela kumamodeli we-Investment (ROI) ngokususelwa kunani lamanje (i-NPV), ukugeleza kwemali okuncishisiwe, nokuzwela kwengozi kukhombisa ukuthi izinzuzo zokukhiqiza zodwa zivame ukucacisa ukutshalwa kwemali. Kepha inani langempela lifinyelela ngaphezulu kwekhwalithi yedatha ethuthukisiwe, okuthunyelwe okulungiselelwe ngokushesha, kanye namathuba encishisiwe okungenzi lutho noma ukulahleka kwedatha.
Ukubheka phambili: indlela ebukhali yokuthola
I-Shift ekuhlanganiseni imininingwane ehlanganisiwe imele inguquko ebanzi yokuthi izinhlangano ze-bioopharma zisebenza kanjani. Kususwa kusuka ekusebenzeni okusebenzayo, okuhlukaniswe ngokuhamba komsebenzi ukuze usebenzise, idatha - Isayensi eqhutshwa. Abaphathi abamukela lolu shintsho babeka izinhlangano zabo ukuba zisheshe, zibe ngobuchule, futhi ziqine kakhulu emakethe yokuncintisana futhi eshintsha ngokushesha.
Ekugcineni, ukuhlanganiswa akukona ngokungeza ubuchwepheshe obuningi - kumayelana nokususa ukungqubuzana okunciphisa isayensi enkulu. Ngokutshala imali kumapulatifomu ahlanganisiwe, abaholi be-biopharma bangavula amandla aphelele amaqembu abo, imininingwane yabo, namapayipi abo.
Qaphela: Kuthunyelwe kabusha kusuka ku-biopharmadive. Uma kukhona noma yikuphi ukukhathazeka kwe-copyright, sicela uxhumane neqembu lewebhusayithi ukuze lisuswe.
Isikhathi Seposi: 2025 - 05 - 30 10:47:51
