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ื”ืคื•ืจื˜ืœ ื”ื™ืฉืจืืœื™ ืœื—ืงืœืื•ืช ื˜ื‘ืข ื•ืกื‘ื™ื‘ื”

ื—ื“ืฉื•ืช ื—ืงืœืื•ืช, ื˜ื‘ืข, ืกื‘ื™ื‘ื” ื•ื”ื”ืชื™ื™ืฉื‘ื•ืช ื”ื›ืคืจื™ืช โ€ข ืžื“ื•ืจ ื”ื—ื“ืฉื•ืช


ืคื™ืชื•ื— ื™ืฉืจืืœื™: ืจื•ื‘ื•ื˜ ืงืจืงืขื™ ื“ืžื•ื™ ืขื˜ืœืฃ ื”ืžื ื•ื•ื˜ ื‘ืืžืฆืขื•ืช ื—ื•ืฉ ื”ืฉืžืข


ื”ืจื•ื‘ื•ื˜ ืฉื–ื›ื” ืœืฉื ''ืจื•ื‘ื•ื˜ืœืฃ'', ื”ื•ื ื”ืจืืฉื•ืŸ ื‘ืขื•ืœื ืฉืžืฉืชืžืฉ ื‘ืกื•ื ืจ ืขื˜ืœืคื™ื ื›ื“ื™ ืœืžืคื•ืช ืืช ื”ืกื‘ื™ื‘ื”. ื”ืคื™ืชื•ื— ื”ืžื”ืคื›ื ื™ ืฉืœ ื”ื—ื•ืงืจื™ื ืžืื•ื ื™ื‘ืจืกื™ื˜ืช ืช-ืื‘ื™ื‘, ืคื•ืชืจ ืืช ืื—ืช ื”ื‘ืขื™ื•ืช ื”ืงืฉื•ืช ื‘ืขื•ืœื ื”ืจื•ื‘ื•ื˜ื™ืงื” - ื•ื’ื ืฉื•ืคืš ืื•ืจ ื—ื“ืฉ ืขืœ ื—ื™ื™ื”ื ืฉืœ ืขื˜ืœืคื™ื ืืžืชื™ื™ื

ืžืขืจื›ืช ื”ืคื•ืจื˜ืœ ืœื—ืงืœืื•ืช ื˜ื‘ืข ื•ืกื‘ื™ื‘ื”  14-10-2018



ื”''ืจื•ื‘ื•ื˜ืœืฃ'', ืฆื™ืœื•ื: ืื™ืชืžืจ ืืœื™ืงื™ื - ื‘ืื“ื™ื‘ื•ืช ืื•ื ื™ื‘ืจืกื™ื˜ืช ืชืœ-ืื‘ื™ื‘

ืขื˜ืœืคื™ื ืžืฉืชืžืฉื™ื ื‘ืื™ื›ื•ืŸ ื”ื“ ื‘ื›ื“ื™ ืœืžืคื•ืช ืกื‘ื™ื‘ื•ืช ื—ื“ืฉื•ืช, ื•ื‘ืžืงื‘ื™ืœ ืžื ื•ื•ื˜ื™ื ืืช ื“ืจื›ื ืขืœ ื™ื“ื™ ื”ืคืงืช ืฆืœื™ืœื™ื ื•ื”ืื–ื ื” ืœื”ื“ื™ื ื”ืฉื•ื ื™ื ื”ื—ื•ื–ืจื™ื ืืœื™ื”ื - ื•ื‘ื›ืš ืคื•ืชืจื™ื, ื“ืจืš ืงื‘ืข ื•ื‘ืงืœื•ืช ืžืขื•ืจืจืช ื”ืฉืชืื•ืช, ืืช ืื—ืช ื”ื‘ืขื™ื•ืช ื”ืžื•ืจื›ื‘ื•ืช ื‘ื™ื•ืชืจ ื‘ืจื•ื‘ื•ื˜ื™ืงื”.ย  ืžื•ื“ืœื™ื ืชื™ืื•ืจื˜ื™ื™ื ืจื‘ื™ื ื”ื•ืฆืขื• ื›ื“ื™ ืœื”ืกื‘ื™ืจ ื›ื™ืฆื“ ื”ืขื˜ืœืคื™ื ืขื•ืฉื™ื ื–ืืช, ืืš ืขื“ ื›ื” ื ืขืฉื• ื ื™ืกื™ื•ื ื•ืช ืžื•ืขื˜ื™ื ืœื‘ื ื•ืช ืจื•ื‘ื•ื˜ ืกื•ื ืืจื™ ืื•ื˜ื•ื ื•ืžื™ ื‘ืคื•ืขืœ.

ยป ืจื•ืฆื™ื ืœืงื‘ืœ ืขื“ื›ื•ื ื™ื ื ื•ืกืคื™ืย  ื”ืฆื˜ืจืคื• ืืœื™ื ื• ืœืคื™ื™ืกื‘ื•ืง

ื—ื•ืงืจื™ื ืžืื•ื ื™ื‘ืจืกื™ื˜ืช ืชืœ ืื‘ื™ื‘ ื”ืฆืœื™ื—ื• ืœื‘ื ื•ืช ืจื•ื‘ื•ื˜ ืื•ื˜ื•ื ื•ืžื™ ืœื—ืœื•ื˜ื™ืŸ, ื”ืžื ื•ื•ื˜ ื‘ืืžืฆืขื•ืช ืื™ื›ื•ืŸ ื”ื“ - ื‘ื“ื•ืžื” ืœืขื˜ืœืคื™ื. ืืช ื”ืจื•ื‘ื•ื˜, ืฉืฉืžื• ื‘ื™ืฉืจืืœ "ืจื•ื‘ื•ื˜ืœืฃ", ื‘ื ื” ืชืœืžื™ื“ ื”ืžื—ืงืจ ืื™ืชืžืจ ืืœื™ืงื™ื ื‘ื”ื“ืจื›ืช ื“"ืจ ื’ื‘ื•ืจ ืงื•ืฉื” ืžื‘ื™ืช ื”ืกืคืจ ืœื”ื ื“ืกื” ืžื›ื ื™ืช ื•ืคืจื•ืค' ื™ื•ืกื™ ื™ื•ื‘ืœ ืžื”ืžื—ืœืงื” ืœื–ื•ืื•ืœื•ื’ื™ื” ื•ืžื‘ื™ืช ื”ืกืคืจ ืกื’ื•ืœ ืœืžื“ืขื™ ื”ืžื•ื— ื‘ืื•ื ื™ื‘ืจืกื™ื˜ืช ืชืœ ืื‘ื™ื‘. ืชื•ืฆืื•ืช ื”ืคืจื•ื™ืงื˜ ืคื•ืจืฅ ื”ื“ืจืš, ืฉื ืชืžืš ืขืœ ื™ื“ื™ ืžืฉืจื“ ื”ืžื“ืข, ื”ืชืคืจืกืžื• ื‘ื›ืชื‘ ื”ืขืช PLOS Computational Biology.

"ืœืžื™ื˜ื‘ ื™ื“ื™ืขืชื ื•", ืื•ืžืจ ืคืจื•ืค' ื™ื•ื‘ืœ, "ื–ื”ื• ื”ืจื•ื‘ื•ื˜ ื”ืื•ื˜ื•ื ื•ืžื™ ื”ืจืืฉื•ืŸ ื‘ืขื•ืœื ืฉืžืฉืชืžืฉ ื‘ื‘ื™ื•ืœื•ื’ื™ื” ืฉืœ ืขื˜ืœืคื™ื ื›ื“ื™ ืœื ื•ื•ื˜ ืืช ื“ืจื›ื• ื•ืœืžืคื•ืช ืืช ื”ืกื‘ื™ื‘ื” ื‘ืืžืฆืขื•ืช ืื™ื›ื•ืŸ ื”ื“ ื‘ืœื‘ื“. ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ืืช, ื”ืžื—ืงื” ืืช ื”ื‘ื™ื•ืœื•ื’ื™ื” ืฉืœ ื”ืขื˜ืœืฃ, ืคื•ื˜ื ืฆื™ืืœ ื’ื“ื•ืœ ื‘ืจื•ื‘ื•ื˜ื™ืงื”. ืžื“ื•ื‘ืจ ื‘ืคืจื•ื™ืงื˜ ืื™ื ื˜ืจื“ื™ืกืฆื™ืคืœื™ื ืจื™ ืžื™ื•ื—ื“ ื‘ืžื™ื ื•, ืฉื”ื—ืœ ื›ืืฉืจ ืื™ืชืžืจ ืืœื™ืงื™ื ื”ื™ื” ืกื˜ื•ื“ื ื˜ ืžืฉื•ืชืฃ ืฉืœื™ ื‘ืžื—ืœืงื” ืœื–ื•ืื•ืœื•ื’ื™ื” - ื•ืฉืœ ืคืจื•ืค' ื’ื‘ื•ืจ ืงื•ืฉื” ืžื”ื ื“ืกื” ืžื›ื ื™ืช".

ื”ืจื•ื‘ื•ื˜ืœืฃ, ืฉื‘ื ื™ื™ืชื• ืืจื›ื” ื›ืฉื ืชื™ื™ื, ืžืฆื•ื™ื“ ื‘ืจืžืงื•ืœ ืขืœ-ืงื•ืœื™, ืฉืžื—ืงื” ืืช ืคื” ื”ืขื˜ืœืฃ ื•ืžืคื™ืง ืฆืœื™ืœื™ื ื‘ืชื“ืจื™ื ื”ืื•ืคื™ื™ื ื™ื™ื ืœืฉื™ื“ื•ืจื™ ื”ืขื˜ืœืฃ. ืœืจื•ื‘ื•ื˜ืœืฃ ื’ื ืฉืชื™ "ืื•ื–ื ื™ื™ื", ื›ืœื•ืžืจ ืฉื ื™ ืžื™ืงืจื•ืคื•ื ื™ื ื”ืงื•ืœื˜ื™ื ืชื“ืจื™ื ืขืœ-ืงื•ืœื™ื™ื. ื”ื•ื ื ืข ื‘ืกื‘ื™ื‘ื•ืช ื‘ืœืชื™ ืžื•ื›ืจื•ืช ื‘ืื•ื•ื™ืจ ื”ืคืชื•ื—, ื›ืฉื”ื•ื ืžื ื•ื•ื˜ ืืช ื“ืจื›ื• - ื‘ื–ืžืŸ ืืžืช - ืืš ื•ืจืง ื‘ืืžืฆืขื•ืช ื”ืฆืœื™ืœื™ื. ื”ืจื•ื‘ื•ื˜ ืžืฉืจื˜ื˜ ืœืขืฆืžื• ืืช ื’ื‘ื•ืœื•ืช ื”ืขืฆืžื™ื ื‘ืžืจื—ื‘, ืžืกื•ื•ื’ ืื•ืชื ื‘ืืžืฆืขื•ืช ืžื—ืฉื‘ ื•ื›ืš ืžื™ื™ืฆืจ ืžืคื” ืžื“ื•ื™ืงืช ืฉืœ ืกื‘ื™ื‘ืชื• ืชื•ืš ื”ื™ืžื ืขื•ืช ืžืžื›ืฉื•ืœื™ื.

"ื”ื™ื•ื ืจื•ื‘ื•ื˜ื™ื ืžื ื•ื•ื˜ื™ื ื‘ืขื™ืงืจ ื‘ืืžืฆืขื•ืช ื—ื•ืฉ ื“ืžื•ื™-ืจืื™ื™ื”, ื›ืœื•ืžืจ ื‘ืืžืฆืขื•ืช ืžืฆืœืžื•ืช ื•ืœื™ื™ื–ืจ''. ืžืกื‘ื™ืจ ืคืจื•ืค' ื™ื•ื‘ืœ "ืื ื—ื ื• ื”ื•ื›ื—ื ื• ืฉืืคืฉืจ ืœืขืฉื•ืช ื“ื‘ืจื™ื ืžืขื ื™ื™ื ื™ื ื’ื ืขื ืกื•ื ืจ. ื—ื•ืฉ ื”ืจืื™ื™ื” ื”ื•ื ื—ื•ืฉ ืžื“ื”ื™ื, ืืš ื™ืฉ ืœื• ืžื’ืจืขื•ืช. ืœืžืฉืœ, ื›ืฉืจื•ื‘ื•ื˜ ืžื ื•ื•ื˜ ื‘ื—ื•ืฉืš, ื‘ืื‘ืง ืื• ื‘ืขืฉืŸ - ื›ืžื• ืžืชื—ืช ืœื”ืจื™ืกื•ืช ืื• ื‘ืฉืจื™ืคื”. ืœืจืื™ื™ื” ื™ืฉ ื—ืกืจื•ื ื•ืช ื ื•ืกืคื™ื ื‘ืขื•ืœื ื”ืจื•ื‘ื•ื˜ื™ืงื”. ืงื™ืจื•ืช ืฉืงื•ืคื™ื, ืœืžืฉืœ, ืžื‘ืœื‘ืœื™ื ืจื•ื‘ื•ื˜ื™ื. ืจื•ื‘ื•ื˜ื™ื ื’ื ืžืชืงืฉื™ื ืœืจืื•ืช ืœืชื•ืš ืžื›ืฉื•ืœื™ื ื›ืžื• ืฉื™ื—ื™ื. ื”ืจื•ื‘ื•ื˜ืœืฃ ืฉืœื ื• ืคืฉื•ื˜ ืขื•ื‘ืจ ื“ืจืš ื”ืฉื™ื—, ื›ื™ ื”ื•ื ื™ื›ื•ืœ ืœืฉืžื•ืข ืžื‘ืขื“ ืœืขืœื™ื. ืœืคื™ืชื•ื— ื”ื–ื” ืขืฉื•ื™ื•ืช ืœื”ื™ื•ืช ื”ืฉืœื›ื•ืช ื’ื“ื•ืœื•ืช ื‘ืคื™ืชื•ื— ืจื•ื‘ื•ื˜ื™ื ืžืจื•ื‘ื™-ื—ื•ืฉื™ื, ื›ืคื™ ืฉืื ื• ื‘ื ื™ ื”ืื“ื ืžืจื•ื‘ื™-ื—ื•ืฉื™ื".

ื‘ื ื•ืกืฃ, ืื•ืžืจ ืคืจื•ืค' ื™ื•ื‘ืœ, ื”ืจื•ื‘ื•ื˜ืœืฃ ืฉื•ืคืš ืื•ืจ ื’ื ืขืœ ื—ื™ื™ื”ื ืขืœ ืขื˜ืœืคื™ื ืžืžืฉ: "ื”ืคืจื•ื™ืงื˜ ื”ื•ื ืคืจื•ื™ืงื˜ ื‘ื”ืฉืจืื” ื‘ื™ื•ืœื•ื’ื™ืช. ืื ื”ื™ื™ื ื• ืจื•ืฆื™ื ืœื‘ื ื•ืช ืืช ื”ืžื›ื•ื ื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ, ื”ื™ื™ื ื• ื‘ื•ื ื™ื ืื•ืชื” ืื—ืจืช. ืœืžืฉืœ, ืขื ื™ื•ืชืจ ืื•ื–ื ื™ื™ื. ืื‘ืœ ื”ื’ื‘ืœื ื• ืืช ืขืฆืžื ื• ืœืขื˜ืœืคื™ื ื›ืคื™ ืฉื”ื ื‘ื˜ื‘ืข, ื•ืื ื™ ื›ื–ื•ืื•ืœื•ื’ ื˜ื•ืขืŸ ืฉื’ื ืœืžื“ื ื• ื‘ืชื”ืœื™ืš ืžืฉื”ื• ืขืœ ืขื˜ืœืคื™ื. ื–ื” ื“ื‘ืจ ืื—ื“ ืœืขื‘ื•ื“ ืขื ืกื™ืžื•ืœืฆื™ื•ืช ืžืžื•ื—ืฉื‘ื•ืช, ื•ื“ื‘ืจ ืื—ืจ ืœื’ืžืจื™ ืœื ืกื•ืช ืœื‘ื ื•ืช ืขื˜ืœืฃ ืžืืคืก. ื”ืจื•ื‘ื•ื˜ ืขื•ื–ืจ ืœื ื• ืœื”ื‘ื™ืŸ ื˜ื•ื‘ ื™ื•ืชืจ ืืช ืกื“ืจ ื”ืขื“ื™ืคื•ื™ื•ืช ื”ื—ื™ืฉืชื™ ืฉืœ ื”ืขื˜ืœืฃ, ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืขื˜ืœืคื™ื ืžืคืขื ื—ื™ื ืื•ืชื•ืช ื‘ื–ืžืŸ ืืžืช".

ื‘ื™ืžื™ื ืืœื”, ืืœื™ืงื™ื ื•ืคืจื•ืค' ื™ื•ื‘ืœ ืขื•ื‘ื“ื™ื ืขืœ ืฉื™ืคื•ืจื™ื ืœืจื•ื‘ื•ื˜ืœืฃ. "ืืคืฉืจ ืขื•ื“ ืœื“ื™ื™ืง ื”ืจื‘ื” ืžื”ืืœื’ื•ืจื™ืชืžื™ื", ืžืกื‘ื™ืจ ืคืจื•ืค' ื™ื•ื‘ืœ. "ื‘ื ื•ืกืฃ, ื›ื‘ืจ ื”ืชื—ืœื ื• ืœืขื‘ื•ื“ ืขืœ ื‘ื ื™ื™ืช ืงื‘ื•ืฆืช ืจื•ื‘ื•ื˜ืœืคื™ื ืฉื™ื ื•ื•ื˜ื• ื™ื—ื“ - ื›ืคื™ ืฉื—ืœืง ืžืžื™ื ื™ ื”ืขื˜ืœืคื™ื ืคื•ืขืœื™ื ื‘ื˜ื‘ืข. ื•ื›ืžื•ื‘ืŸ ืฉืื ื—ื ื• ืขื•ื‘ื“ื™ื ืขืœ ื›ืš ืฉื”ืจื•ื‘ื•ื˜ ื’ื ื™ืขื•ืฃ ื›ืžื• ืขื˜ืœืฃ ืืžืชื™".












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