 multiamics girinchi yea peragraph ‌ lanu batti ,  singel - cells multiamics antey emti ?
 multiamics ,  multy - omiks ,  integrative omiks , " panomics "  ledha  " pan - omiks "  anede jeevasambandhamaina visleshana vidhaanam ,  dheenilo deetaa sett ‌ lu genome ,  proteim ,  trance ‌ criptom ,  epizenom ,  metabolom mariyu microbiome vento bahulha  " oms " gaaa untai .  antey ,  meta - genome mariyu / ledha meta - trance ‌ criptom ,  idi elaa kramam cheyabadindo batti );  mro maatalo cheppalantey ,  jeevithanni samagramgaa adhyayanam cheyadanki bahulha omiks saanketikatalanu upayoginchadam .  yea  " om ‌ lanu "  kalapadam dwara ,  shaasthravetthalu biological entiteela Madhya navala anubandhalanu kanugonadaniki ,  sambandhitha biomarker ‌ lanu gurthinchadaaniki mariyu vyaadhi mariyu sariiradharmaaniki sambamdhinchina visthrutamaina gurtulanu roopondhinchadaaniki sanklishtamaina jeevasambandhamaina peddha deetaanu vislaeshimchavachchu .  ola cheeyadam dwara ,  pondikagaa saripole geno - phino - envirotype sambandhanni ledha anubandhaanni kanugonadaniki multiamics vibhinna omiks deetaanu yekikrutam chesthundu . OmicTools  seva multiamic deetaa vislaeshanhaku sambamdhinchina  99  kante ekuva saft ‌ ware ‌ lanu ,  alaage amshampai  99  kante ekuva databases ‌ lanu jaabithaa chesthundu .

 systams biologi vidhaanaalu tarachugaa panomic analysis deetaa viniyogampai aadhaarapadi untai .  amarican sociiety af clinically ancology  (ASCO)  panomics ‌ nu  " ooka kanamlooni anni jeevasambandhamaina vidhulu mariyu itara sareera vidhulatho paraspara carya ,  lakshya parikshalu mariyu global ases  ( genome sequencing vantivi )  dwara saekarinchina deetaanu itara vaatitoe kalapadam ani nirvachinchindi .  roogi - nirdishta Datia ."

 singel - cells multiamics 
 bahulha - kana multiomics ani piluvabadee bahulasthaayi singel - cells deetaa yokka visleshana multiamics rangamloo ooka saakha .  yea vidhaanam oche kanam sthaayiloo aaroogyam mariyu vyaadhilo bahulasthaayi parivartanalanu chudadaaniki maaku apoorvamaina teermaanaanni estunde .  baley analysis ‌ ku sambandhinchi ooka prayojanam aemitante ,  kanam nundi kana vaividhyaaniki utpannamaina gandaragola kaarakaalanu tagginchadam ,  idi bhinnamakna kanajaala nirmaanaalanu velikiteesenduku anumatistundi .

 samantara singel - cells genomic mariyu trance ‌ cryptomic visleshana choose padhathulu ekakaala vistarana ledha  RNA  mariyu janyusambandhamaina  DNA  yokka bhautika vibhajanapai aadhaarapadi untai .  avi trance ‌ cryptomic visleshana nundi Bara sekarinchaleni antardrushtulanu anumatistaayi ,  udaharanaku  RNA  detalo naane - kooding genomic pranthalu mariyu qaapi - sanka vaividhyaaniki sambamdhinchina Datia undadhu .  yea padhathi yokka podiginpu singel - cells trance ‌ criptom ‌ lanu singel - cells mithylom ‌ laku yekikrutam cheeyadam ,  singel - cells bisalfite sequencing ‌ nu singel cells  RNA-Seq ki kalapadam .  singel - cells  ATAC-Seq  mariyu singel - cells  Hi-C  vento epizenom ‌ nu prashninchadaaniki itara padhathulu kudaa unnayi .

 bhinnamakna ,  conei sambandhitha ,  savalu protymic mariyu trance ‌ cryptomic deetaa yokka yekikarana .  atuvanti kolatanu nirvahinchadaaniki ooka vidhaanam aemitante ,  oche - kana lysate ‌ lanu boutikangaa renduga vibhajinchadam ,  sagam  RNA  choose mariyu sagam proteins ‌ l choose prosess cheeyadam .  licatela proteins content ‌ nu saameepya podiginpu parikshala  (PEA)  dwara kolavavachhu ,  udaharanaku , DNA- bars ‌ kood pratiroedhakaalanu upayogistundi .  multiamic visleshana choose masses cytometryni sweekarinchadaaniki bhinnamakna vidhaanam hevi - metal  RNA  probes mariyu proteins antibodies kalayikanu upayogistundi .

 multiamics mariyu machine lerning 
 hytherooput biologylo puroogathiki samaantaramgaa ,  biomedical deetaa vislaeshanhaku machine lerning applicationlu abhivruddhi chendutunnayi .  multy - omiks deetaa visleshana mariyu machine lerning yokka yekikarana kothha biomarkerla aavishkaranhaku dhaaritheesindhi .  udaharanaku , mixOmics  projekt yokka paddhatullo okati lakshanhaala empika  ( putative biomarkers )  choose spares partial least squares regression aadhaaramga ooka addhatini amalu chesthundu .


https://en.wikipedia.org/wiki/Multiomics
 bahulasthaayi singel - cells deetaa yokka visleshana .  yea vidhaanam oche kanam sthaayiloo aaroogyam mariyu vyaadhilo bahulasthaayi parivartanalanu chudadaaniki maaku apoorvamaina teermaanaanni estunde .