ืื ื’ืœื™ืชืฆืจืคืชื™ืชืกืคืจื“ื™

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ืกืžืœ OnWorks

cmscan - ืžืงื•ื•ืŸ ื‘ืขื ืŸ

ื”ืคืขืœ cmscan ื‘ืกืคืง ืื™ืจื•ื— ื—ื™ื ืžื™ ืฉืœ OnWorks ืขืœ Ubuntu Online, Fedora Online, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ื–ื•ื”ื™ ื”ืคืงื•ื“ื” cmscan ืฉื ื™ืชืŸ ืœื”ืคืขื™ืœ ื‘ืกืคืง ื”ืื™ืจื•ื— ื”ื—ื™ื ืžื™ ืฉืœ OnWorks ื‘ืืžืฆืขื•ืช ืื—ืช ืžืชื—ื ื•ืช ื”ืขื‘ื•ื“ื” ื”ืžืงื•ื•ื ื•ืช ื”ืžืจื•ื‘ื•ืช ืฉืœื ื•, ื›ื’ื•ืŸ Ubuntu Online, Fedora Online, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ืชึธื›ึฐื ึดื™ืช:

ืฉืึตื


cmscan - ืจืฆืฃ/ื™ื ืฉืœ ื—ื™ืคื•ืฉ ืžื•ืœ ืžืกื“ ื ืชื•ื ื™ื ืฉืœ ืžื•ื“ืœ ืฉื™ืชื•ืคื™ื•ืช

ืชึทืงืฆึดื™ืจ


cmscan [ืืคืฉืจื•ื™ื•ืช]

ืชื™ืื•ืจ


cmscan ืžืฉืžืฉ ืœื—ื™ืคื•ืฉ ืจืฆืคื™ื ืžื•ืœ ืื•ืกืคื™ื ืฉืœ ืžื•ื“ืœื™ื ืฉื™ืชื•ืคื™ื•ืช. ืœื›ืœ ืื—ื“
ืจืฆืฃ ื‘ , ื”ืฉืชืžืฉ ื‘ืจืฆืฃ ื”ืฉืื™ืœืชื•ืช ื”ื–ื” ื›ื“ื™ ืœื—ืคืฉ ื‘ืžืกื“ ื”ื ืชื•ื ื™ื ื”ื™ืขื“ ืฉืœ CMs
, ื•ืคืœื˜ ืจืฉื™ืžื•ืช ืžื“ื•ืจื’ื•ืช ืฉืœ CMs ืขื ื”ื”ืชืืžื•ืช ื”ืžืฉืžืขื•ืชื™ื•ืช ื‘ื™ื•ืชืจ ืœ-
ืกื“ืจ ืคืขื•ืœื•ืช.

ื”ืฉืžื™ื™ื ืขืฉื•ื™ ืœื”ื›ื™ืœ ื™ื•ืชืจ ืžืจืฆืฃ ืฉืื™ืœืชื•ืช ืื—ื“. ื–ื” ื™ื›ื•ืœ ืœื”ื™ื•ืช ื‘ืคื•ืจืžื˜ FASTA, ืื•
ืขื•ื“ ื›ืžื” ืคื•ืจืžื˜ื™ื ื ืคื•ืฆื™ื ืฉืœ ืงื‘ืฆื™ ืจืฆืฃ (genbank, embl, ื•ื‘ื™ืŸ ื”ื™ืชืจ), ืื• ื‘
ืคื•ืจืžื˜ื™ื ืฉืœ ืงื‘ืฆื™ ื™ื™ืฉื•ืจ (stockholm, fasta aligned ื•ืื—ืจื™ื). ืจืื” ืืช --qformat ืื•ึนืคึผึฐืฆึดื™ึธื”
ืœืจืฉื™ืžื” ืžืœืื”.

ื”ืฉืžื™ื™ื ืฆืจื™ืš ืœืœื—ื•ืฅ ื‘ืืžืฆืขื•ืช cmpress ืœืคื ื™ ืฉื ื™ืชืŸ ืœื—ืคืฉ ืื™ืชื• cmscan. ื–ึถื”
ื™ื•ืฆืจ ืืจื‘ืขื” ืงื‘ืฆื™ื ื‘ื™ื ืืจื™ื™ื, ื‘ืกื™ื•ืžืช .i1{fimp}. ื‘ื ื•ืกืฃ, ื‘ื˜ื— ื”ื™ื”
ืžื›ื•ื™ืœ ืœืขืจื›ื™ E ืขื cmcalibrate ืœืคื ื™ ืฉืœื—ืฆื• ืขืœื™ื• cmpress.

ื”ืฉืื™ืœืชื” ื™ื›ื•ืœ ืœื”ื™ื•ืช '-' (ืชื• ืžืงืฃ), ื•ื‘ืžืงืจื” ื–ื” ืจืฆืคื™ ื”ืฉืื™ืœืชื” ื”ื
ืœืงืจื•ื ืžืชื•ืš ื ืฆื™ื ื•ืจ ื‘ืžืงื•ื ืžืงื•ื‘ืฅ. ื” ืœื ื ื™ืชืŸ ืœืงืจื•ื ืžื
stream, ื›ื™ ื”ื•ื ืฆืจื™ืš ืฉื™ื”ื™ื• ืœื• ืืจื‘ืขืช ืงื‘ืฆื™ ืขื–ืจ ื‘ื™ื ืืจื™ื™ื ืฉื ื•ืฆืจื• ืขืœ ื™ื“ื™ cmpress.

ืคื•ืจืžื˜ ื”ืคืœื˜ ืžืชื•ื›ื ืŸ ืœื”ื™ื•ืช ืงืจื™ื ืœืื“ื, ืื‘ืœ ื”ื•ื ืœืขืชื™ื ืงืจื•ื‘ื•ืช ื›ืœ ื›ืš ืจื—ื‘ ืขื“ ื›ื“ื™ ื›ืš
ื”ืงืจื™ืื” ื‘ื• ืื™ื ื” ืžืขืฉื™ืช, ื•ืœื ืชื— ืื•ืชื• ื”ื•ื ื›ืื‘. ื” --ื˜ื‘ืœื•ื˜ ืืคืฉืจื•ืช ืฉื•ืžืจืช ืคืœื˜ ื‘-a
ืคื•ืจืžื˜ ื˜ื‘ืœืื™ ืคืฉื•ื˜ ืฉื”ื•ื ืชืžืฆื™ืชื™ ื•ืงืœ ื™ื•ืชืจ ืœื ื™ืชื•ื—. ื” -o ื”ืืคืฉืจื•ืช ืžืืคืฉืจืช
ื ื™ืชื•ื‘ ืžื—ื“ืฉ ืฉืœ ื”ืคืœื˜ ื”ืจืืฉื™, ื›ื•ืœืœ ื”ืฉืœื›ืชื• ื‘-/dev/null.

cmscan ื‘ื•ื—ืŸ ืžื—ื“ืฉ ืืช ืงืฆื” 5' ื•-3' ืฉืœ ืจืฆืคื™ ืžื˜ืจื” ื‘ืืžืฆืขื•ืช ืืœื’ื•ืจื™ืชืžื™ื ืžื™ื•ื—ื“ื™ื
ืœื–ื™ื”ื•ื™ ืฉืœ ืงื˜ื•ื ืœื”ื™ื˜ื™ื, ื‘ืื™ื–ื” ื—ืœืง ืžืงืฆื” 5' ื•/ืื• 3' ืฉืœ ื”ืžืœื ื‘ืคื•ืขืœ
ืจืฆืฃ ื”ื•ืžื•ืœื•ื’ื™ ื‘ืื•ืจืš ื—ืกืจ ื‘ืงื•ื‘ืฅ ืจืฆืฃ ื”ื™ืขื“. ืœื”ื™ื˜ื™ื ืžืกื•ื’ ื–ื”
ื™ื”ื™ื” ื”ื ืคื•ืฅ ื‘ื™ื•ืชืจ ื‘ืงื‘ืฆื™ ืจืฆืฃ ื”ืžื•ืจื›ื‘ื™ื ืžืงืจื™ืื•ืช ืจืฆืฃ ืœื ืžื•ืจื›ื‘ื•ืช. ืขืœ ื™ื“ื™
ื‘ืจื™ืจืช ืžื—ื“ืœ, ื›ืœ ืคื’ื™ืขื” ืงื˜ื•ืžื” ืฉืœ 5' ื ื“ืจืฉืช ืœื›ืœื•ืœ ืืช ื”ืฉืืจื™ืช ื”ืจืืฉื•ื ื” ืฉืœ ื”ืžื˜ืจื”
ืจืฆืฃ ืฉื”ื•ื ื ื•ื‘ืข ืžืžื ื• , ื•ื›ืœ ืคื’ื™ืขื” ืงื˜ื•ืžื” ืฉืœ 3' ื ื“ืจืฉืช ืœื›ืœื•ืœ ืืช
ืฉืืจื™ืช ืกื•ืคื™ืช ืฉืœ ืจืฆืฃ ื”ืžื˜ืจื” ืฉืžืžื ื• ื”ื•ื ื ื•ื‘ืข. ื›ืœ ืคื’ื™ืขื” ืงื˜ื•ืžื” ืฉืœ 5' ื•-3' ื—ื™ื™ื‘ืช
ื›ื•ืœืœื™ื ืืช ื”ืฉืืจื™ืช ื”ืจืืฉื•ื ื” ื•ื”ืื—ืจื•ื ื” ืฉืœ ืจืฆืฃ ื”ืžื˜ืจื” ืฉืžืžื ื• ื”ื•ื ื ื•ื‘ืข. ื” --anytrunc
ืื•ืคืฆื™ื” ืชืจืคื” ืืช ื”ื“ืจื™ืฉื•ืช ืœื”ื›ืœืœืช ื”ื™ื˜ ืฉืœ ื ืงื•ื“ื•ืช ืงืฆื” ื‘ืจืฆืฃ, ื•ืงื˜ื•ืขื”
ืžื•ืชืจ ืœื”ื™ื˜ื™ื ืœื”ืชื—ื™ืœ ื•ืœืขืฆื•ืจ ื‘ื›ืœ ืžื™ืงื•ื ืฉืœ ืจืฆืคื™ ืžื˜ืจื”. ื—ืฉื•ื‘
ืืžื ื, ืขื --anytrunc, ืขืจื›ื™ ืคื’ืข E ื™ื”ื™ื• ืคื—ื•ืช ืžื“ื•ื™ืงื™ื ืžื›ื™ื•ื•ืŸ ืฉื›ื™ื•ืœ ืžื•ื“ืœ ื›ืŸ
ืืœ ืชืฉืงื•ืœ ืืช ื”ืืคืฉืจื•ืช ืฉืœ ืคื’ื™ืขื•ืช ืงื˜ื•ืžื•ืช, ืื– ื”ืฉืชืžืฉ ื‘ื–ื” ื‘ื–ื”ื™ืจื•ืช. ื” --notrunc
ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืืคืฉืจื•ืช ื›ื“ื™ ืœื‘ื˜ืœ ืืช ื–ื™ื”ื•ื™ ื”ืคื’ื™ืขื” ื”ืงื˜ื•ืขื”. --notrunc ื™ืงื˜ื™ืŸ ืืช ื”ืจื™ืฆื”
ื–ืžืŸ cmscan, ื”ืžืฉืžืขื•ืชื™ ื‘ื™ื•ืชืจ ืขื‘ื•ืจ ื”ื™ืขื“ ืงื‘ืฆื™ื ื”ื›ื•ืœืœื™ื ืงืฆืจื™ื ืจื‘ื™ื
ืจืฆืคื™ื. ื–ื™ื”ื•ื™ ืคื’ื™ืขื” ืงื˜ื•ืขื” ื›ื‘ื•ื™ ืื•ื˜ื•ืžื˜ื™ืช ื›ืืฉืจ --ืžืงืกื™ืžื•ื, --ื ื•ืžืž,
--qdb, or --ืœื ืจืฆื•ืขื•ืช ืžืฉืชืžืฉื™ื ื‘ืืคืฉืจื•ื™ื•ืช ืžื›ื™ื•ื•ืŸ ืฉื”ื™ื ืžืกืชืžื›ืช ืขืœ ื”ืฉื™ืžื•ืฉ ื‘-HMM ืžื•ืืฅ
ืืกื˜ืจื˜ื’ื™ื™ืช ื™ื™ืฉื•ืจ ืคืกื™ื ืฉื ื›ื‘ื” ืขืœ ื™ื“ื™ ื›ืœ ืื—ืช ืžื”ืืคืฉืจื•ื™ื•ืช ื”ืœืœื•.

ืืคืฉืจื•ื™ื•ืช


-h ืขึถื–ืจึธื”; ื”ื“ืคืก ืชื–ื›ื•ืจืช ืงืฆืจื” ืœื’ื‘ื™ ื”ืฉื™ืžื•ืฉ ื‘ืฉื•ืจืช ื”ืคืงื•ื“ื” ื•ื›ืœ ื”ืืคืฉืจื•ื™ื•ืช ื”ื–ืžื™ื ื•ืช.

-g ื”ืคืขืœ ืืช ื’ืœื•ืงืืœื™ ืืœื’ื•ืจื™ืชื ื™ื™ืฉื•ืจ, ื’ืœื•ื‘ืœื™ ื‘ื™ื—ืก ืœืžื•ื“ืœ ื”ืฉืื™ืœืชื” ื•
ืžืงื•ืžื™ ื‘ื™ื—ืก ืœืžืกื“ ื”ื ืชื•ื ื™ื ื”ื™ืขื“. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, ื”ื™ื™ืฉื•ืจ ื”ืžืงื•ืžื™
ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืืœื’ื•ืจื™ืชื ืฉื”ื•ื ืžืงื•ืžื™ ื‘ื™ื—ืก ื”ืŸ ืœืจืฆืฃ ื”ื™ืขื“ ื•ื”ืŸ ืœ-
ื“ึถื’ึถื. ื‘ืžืฆื‘ ืžืงื•ืžื™, ื”ื™ื™ืฉื•ืจ ืฉื™ืชืคืจืฉ ืขืœ ืคื ื™ ืฉืชื™ ืจืฆืคื™ ืžืฉื ื” ืื• ื™ื•ืชืจ ื‘ืžื™ื“ืช ื”ืฆื•ืจืš
(ืœืžืฉืœ ืื ื”ืžื‘ื ื™ื ืฉืœ ืžื•ื“ืœ ื”ืฉืื™ืœืชื” ื•ืจืฆืฃ ื”ื™ืขื“ ื”ื ื—ืœืงื™ื™ื ื‘ืœื‘ื“
ืžืฉื•ืชืฃ), ื”ืžืืคืฉืจ ืœื”ื›ื ืกื•ืช ื•ืžื—ื™ืงื•ืช ื’ื“ื•ืœื•ืช ืžืกื•ื™ืžื•ืช ื‘ืžื‘ื ื”
ื ืขื ืฉ ืื—ืจืช ืžืืฉืจ ืื™ื ื“ืœืก ืจื’ื™ืœ. ืžืฆื‘ ืžืงื•ืžื™ ืžืชืคืงื“ ื˜ื•ื‘ ื™ื•ืชืจ ื‘ืืžืคื™ืจื™ื•ืช
ืžื“ื“ื™ื ื•ื”ื•ื ืจื’ื™ืฉ ื™ื•ืชืจ ื‘ืื•ืคืŸ ืžืฉืžืขื•ืชื™ ืœื–ื™ื”ื•ื™ ื”ื•ืžื•ืœื•ื’ื™ื” ืžืจื—ื•ืง.
ืžื‘ื—ื™ื ื” ืืžืคื™ืจื™ืช, ื—ื™ืคื•ืฉื™ื ื’ืœื•ืงืœื™ื™ื ืžื—ื–ื™ืจื™ื ื”ืจื‘ื” ืคื—ื•ืช ื”ืชืืžื•ืช ืžื—ื™ืคื•ืฉื™ื ืžืงื•ืžื™ื™ื, ื›ืœ ื›ืš ื’ืœื•ืงืœื™ื™ื
ืขืฉื•ื™ ืœื”ื™ื•ืช ืจืฆื•ื™ ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ื ืžืกื•ื™ืžื™ื.

-Z ื—ืฉื‘ ืขืจื›ื™ E ื›ืื™ืœื• ื”ื™ื” ื’ื•ื“ืœ ืฉื˜ื— ื”ื—ื™ืคื•ืฉ ืžื’ื”-ื‘ืกื™ืกื™ื (Mb). ื‘ืœื™ ื”
ืฉื™ืžื•ืฉ ื‘ืืคืฉืจื•ืช ื–ื•, ื’ื•ื“ืœ ืฉื˜ื— ื”ื—ื™ืคื•ืฉ ืžืฉืชื ื” ืขื‘ื•ืจ ื›ืœ ืจืฆืฃ ืฉืื™ืœืชื”, ื–ื”ื•
ืžื•ื’ื“ืจ ื›ืื•ืจืš ืจืฆืฃ ื”ืฉืื™ืœืชื” ื”ื ื•ื›ื—ื™ ื›ืคื•ืœ 2 (ืžื›ื™ื•ื•ืŸ ืฉืฉื ื™ ื”ื’ื“ื™ืœื™ื
ืฉืœ ื”ืจืฆืฃ ื™ื‘ื•ืฆืข ื—ื™ืคื•ืฉ) ื›ืคื•ืœ ืžืกืคืจ ื”-CMs ื‘ .

--devhelp
ื”ื“ืคืก ืขื–ืจื”, ื›ืžื• ืขื -h , ืืš ื›ื•ืœืœื™ื ื’ื ืืคืฉืจื•ื™ื•ืช ืžื•ืžื—ื™ื ืฉืื™ื ืŸ ืžื•ืฆื’ื•ืช
ืขื -h . ืืคืฉืจื•ื™ื•ืช ืžื•ืžื—ื™ื ืืœื• ืื™ื ืŸ ืฆืคื•ื™ื•ืช ืœื”ื™ื•ืช ืจืœื•ื•ื ื˜ื™ื•ืช ืขื‘ื•ืจ ื”ืขื ืคื™ื
ืจื•ื‘ ื”ืžืฉืชืžืฉื™ื ื•ืœื›ืŸ ืื™ื ื ืžืชื•ืืจื™ื ื‘ื“ืฃ ื”ืžื“ืจื™ืš. ื”ืžืฉืื‘ื™ื ื”ื™ื—ื™ื“ื™ื
ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžื” ื”ื ืขื•ืฉื™ื ื‘ืคื•ืขืœ ื”ื ืคืœื˜ ื”ืชื™ืื•ืจื™ื ื”ืงืฆืจื™ื ื‘ืฉื•ืจื” ืื—ืช
ืžืชื™ --devhelp ืžื•ืคืขืœ, ื•ืงื•ื“ ื”ืžืงื•ืจ.

ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ืฉืœื™ื˜ื” ืชืคื•ืงื”


-o ื”ืคื ื” ืืช ื”ืคืœื˜ ื”ืจืืฉื™ ื”ื ื™ืชืŸ ืœืงืจื™ืื” ืขืœ ื™ื“ื™ ืื“ื ืœืงื•ื‘ืฅ ื‘ืžืงื•ื ื‘ืจื™ืจืช ื”ืžื—ื“ืœ stdout.

--ื˜ื‘ืœื•ื˜
ืฉืžื•ืจ ืงื•ื‘ืฅ ื˜ื‘ืœืื™ ืคืฉื•ื˜ (ืžื•ืคืจื“ ื‘ืจื•ื•ื—) ื”ืžืกื›ื ืืช ื”ื”ื™ื˜ื™ื ืฉื ืžืฆืื•, ืขื ืื—ื“
ืฉื•ืจืช ื ืชื•ื ื™ื ืœื›ืœ ื”ืชืืžื”. ื”ืคื•ืจืžื˜ ืฉืœ ืงื•ื‘ืฅ ื–ื” ืžืชื•ืืจ ื‘ืžืฉืชืžืฉ Infernal
ืœื”ื ื—ื•ืช.

--acc ื”ืฉืชืžืฉ ื‘ื”ืฆื˜ืจืคื•ืช ื‘ืžืงื•ื ื‘ืฉืžื•ืช ื‘ืคืœื˜ ื”ืจืืฉื™, ื›ืืฉืจ ื–ืžื™ืŸ ืขื‘ื•ืจ ืคืจื•ืคื™ืœื™ื
ื•/ืื• ืจืฆืคื™ื.

--ื ื•ืืœื™
ื”ืฉืžื˜ ืืช ืงื˜ืข ื”ื™ื™ืฉื•ืจ ืžื”ืคืœื˜ ื”ืจืืฉื™. ื–ื” ื™ื›ื•ืœ ืœื”ืคื—ื™ืช ืžืื•ื“ ืืช ื”ืชืคื•ืงื”
ื ืคื—.

--notextw
ืœืœื ื”ื’ื‘ืœื” ืœืื•ืจืš ื›ืœ ืฉื•ืจื” ื‘ืคืœื˜ ื”ืจืืฉื™. ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื”ื™ื ืžื’ื‘ืœื” ืฉืœ 120
ืชื•ื•ื™ื ืœืฉื•ืจื”, ืžื” ืฉืขื•ื–ืจ ื‘ื”ืฆื’ืช ื”ืคืœื˜ ื‘ืฆื•ืจื” ื ืงื™ื™ื” ืขืœ ืžืกื•ืคื™ื ื•
ื‘ืขื•ืจื›ื™ื, ืื‘ืœ ื™ื›ื•ืœ ืœืงืฆืฅ ืฉื•ืจื•ืช ืชื™ืื•ืจ ืฉืœ ืคืจื•ืคื™ืœ ื™ืขื“.

--textw
ื”ื’ื“ืจ ืืช ืžื’ื‘ืœืช ืื•ืจืš ื”ืงื• ืฉืœ ื”ืคืœื˜ ื”ืจืืฉื™ ืœ ืชื•ื•ื™ื ืœื›ืœ ืฉื•ืจื”. ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื”ื™ื
120.

--ืžึดืœื•ึผืœึดื™
ื›ืœื•ืœ ื ืชื•ื ื™ื ืกื˜ื˜ื™ืกื˜ื™ื™ื ื ื•ืกืคื™ื ืฉืœ ืฆื™ื ื•ืจ ื”ื—ื™ืคื•ืฉ ื‘ืคืœื˜ ื”ืจืืฉื™, ื›ื•ืœืœ ืžืกื ืŸ
ื ืชื•ื ื™ื ืกื˜ื˜ื™ืกื˜ื™ื™ื ืขืœ ื”ื™ืฉืจื“ื•ืช ืขื‘ื•ืจ ื–ื™ื”ื•ื™ ืคื’ืข ืงื˜ื•ืข ื•ืžืกืคืจ ื”ืžืขื˜ืคื•ืช ืฉื”ื•ืฉืœื›ื•
ืขืงื‘ ื”ืฆืคืช ื’ื•ื“ืœ ื”ืžื˜ืจื™ืฆื”.

ืืคืฉืจื•ื™ื•ืช ืฉืœื™ื˜ื” ื“ื™ื•ื•ื— ืกืคื™ื—


ืกืคื™ ื“ื™ื•ื•ื— ืงื•ื‘ืขื™ื ืื™ืœื• ื›ื ื™ืกื•ืช ื™ื“ื•ื•ื—ื• ื‘ืงื•ื‘ืฆื™ ื”ืคืœื˜ (ื”ืคืœื˜ ื”ืจืืฉื™ ื•
--tblout) ื›ื ื™ืกื•ืช ืžื“ื•ืจื’ื•ืช ืœืคื™ ืžื•ื‘ื”ืงื•ืช ืกื˜ื˜ื™ืกื˜ื™ืช (E-value). ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, ื›ืœ ื”ื”ื™ื˜ื™ื
ืขื ืขืจืš E <= 10 ืžื“ื•ื•ื—ื™ื. ื”ืืคืฉืจื•ื™ื•ืช ื”ื‘ืื•ืช ืžืืคืฉืจื•ืช ืœืš ืœืฉื ื•ืช ืืช ื‘ืจื™ืจืช ื”ืžื—ื“ืœ
ืกืคื™ ื“ื™ื•ื•ื— ืฉืœ ืขืจืš ืืœืงื˜ืจื•ื ื™, ืื• ืœื”ืฉืชืžืฉ ื‘ืกืคื™ ื ื™ืงื•ื“ ืกื™ื‘ื™ื•ืช ื‘ืžืงื•ื ื–ืืช.

-E ื‘ืคืœื˜ ืœื›ืœ ื™ืขื“, ื“ื•ื•ื— ืขืœ ืจืฆืคื™ ื™ืขื“ ืขื ืขืจืš E ืฉืœ <= . ื”ืฉืžื™ื™ื
ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื”ื™ื 10.0, ื›ืœื•ืžืจ, ื‘ืžืžื•ืฆืข, ื™ื“ื•ื•ื—ื• ื›-10 ืชื•ืฆืื•ืช ื—ื™ื•ื‘ื™ื•ืช ืฉื’ื•ื™ื•ืช
ืœื›ืœ ืฉืื™ืœืชื”, ื›ืš ืฉืชื•ื›ืœ ืœืจืื•ืช ืืช ื”ื—ืœืง ื”ืขืœื™ื•ืŸ ืฉืœ ื”ืจืขืฉ ื•ืœื”ื—ืœื™ื˜ ื‘ืขืฆืžืš ืื ื–ื”
ืžืžืฉ ืจืขืฉ.

-T ื‘ืžืงื•ื ืœื”ื’ื“ื™ืจ ืคืœื˜ ืœื›ืœ CM ืขืœ ืขืจืš E, ื“ื•ื•ื— ืขืœ ืจืฆืคื™ ื™ืขื“ ืขื ื
ืฆื™ื•ืŸ ืกื™ื‘ื™ื•ืช ืฉืœ >= .

ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ื”ึทื›ืœึธืœึธื” ืกืคื™ื—


ืกืคื™ ื”ื”ื›ืœืœื” ืžื—ืžื™ืจื™ื ื™ื•ืชืจ ืžืืฉืจ ืกืคื™ ื”ื“ื™ื•ื•ื—. ืฉืœื™ื˜ื” ื‘ืกืคื™ ื”ื›ืœืœื”
ืื™ืœื• ื›ื ื™ืกื•ืช ื ื—ืฉื‘ื•ืช ืืžื™ื ื•ืช ืžืกืคื™ืง ื›ื“ื™ ืœื”ื™ื›ืœืœ ื‘ื”ื‘ืื” ืืคืฉืจื™ืช
ืกื‘ื‘ ื—ื™ืคื•ืฉ, ืื• ืžืกื•ืžืŸ ื›ืžืฉืžืขื•ืชื™ ("!") ื‘ื ื™ื’ื•ื“ ืœืžืคื•ืงืคืง ("?") ื‘ื”ื™ื˜
ืคืœื˜.

--incE
ื”ืฉืชืžืฉ ื‘ืขืจืš E ืฉืœ <= ื›ืกืฃ ื”ื›ืœืœืช ื”ื™ื˜. ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื”ื™ื 0.01,
ื›ืœื•ืžืจ, ื‘ืžืžื•ืฆืข ืฆืคื•ื™ื” ืœื”ื™ื•ืช ื—ื™ื•ื‘ื™ืช ื›ื•ื–ื‘ืช ืื—ืช ืžื›ืœ 1
ื—ื™ืคื•ืฉื™ื ืขื ืจืฆืคื™ ืฉืื™ืœืชื•ืช ืฉื•ื ื™ื.

--incT
ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘-E-values โ€‹โ€‹ืœืงื‘ื™ืขืช ืกืฃ ื”ื”ื›ืœืœื”, ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘-bit
ืฆื™ื•ืŸ ืฉืœ >= ื›ืกืฃ ื”ื›ืœืœืช ื”ื™ื˜. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ืืคืฉืจื•ืช ื–ื• ืื™ื ื” ืžื•ื’ื“ืจืช.

ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ื“ื’ื ืกืคืฆื™ืคื™ SCORE ืกืฃ


ืžืกื“ื™ ื ืชื•ื ื™ื ืฉืœ CM ืฉื ืืกืคื• ืขืฉื•ื™ื™ื ืœื”ื’ื“ื™ืจ ืกืคื™ ื ื™ืงื•ื“ ืกื™ื‘ื™ื•ืช ืกืคืฆื™ืคื™ื™ื ืขื‘ื•ืจ ื›ืœ CM, ื•ืžื—ืœื™ืคื™ื ื›ืœ ืื—ื“
ืกืฃ ื”ืžื‘ื•ืกืก ืขืœ ืžื•ื‘ื”ืงื•ืช ืกื˜ื˜ื™ืกื˜ื™ืช ื‘ืœื‘ื“.

ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ืืคืฉืจื•ื™ื•ืช ืืœื”, ื”ืคืจื•ืคื™ืœ ื—ื™ื™ื‘ ืœื”ื›ื™ืœ ืืช ื”ืžืชืื™ื (GA, TC ื•/ืื• NC)
ื”ืขืจืช ืกืฃ ืฆื™ื•ืŸ ืื•ืคืฆื™ื•ื ืœื™ืช; ื–ื” ื ืืกืฃ ืขืœ ื™ื“ื™ cmbuild ืžืคื•ืจืžื˜ ืฉื˜ื•ืงื”ื•ืœื
ืงื‘ืฆื™ ื™ื™ืฉื•ืจ. ืœื›ืœ ืืคืฉืจื•ืช ืกืฃ ื™ืฉ ืฆื™ื•ืŸ ืฉืœ ื‘ื™ื˜ื™ื, ื•ืžืชื ื”ื’ ื›ืื™ืœื• -T
--incT ื”ื•ื—ืœ ื‘ืžื™ื•ื—ื“ ืชื•ืš ืฉื™ืžื•ืฉ ื‘ืกืคื™ื ืฉื ืืกืคื• ืฉืœ ื›ืœ ื“ื’ื.

--cut_ga
ื”ืฉืชืžืฉ ื‘ืฆื™ื•ื ื™ ื”ืกื™ื‘ื™ื•ืช ืฉืœ GA (ืื™ืกื•ืฃ) ื‘ืžื•ื“ืœ ื›ื“ื™ ืœื”ื’ื“ื™ืจ ื“ื™ื•ื•ื— ื•ื”ื›ืœืœื” ืฉืœ ื”ืชืืžื•ืช
ืกืคื™ื. ืกืคื™ GA ื ื—ืฉื‘ื™ื ื‘ื“ืจืš ื›ืœืœ ื›ืืฆื•ืจ ื”ืืžื™ืŸ
ืกืคื™ื ื”ืžื’ื“ื™ืจื™ื ื—ื‘ืจื•ืช ืžืฉืคื—ืชื™ืช; ืœืžืฉืœ, ื‘ืจืค"ื, ื”ืกืคื™ื ื”ืœืœื•
ื”ื’ื“ื™ืจื• ืžื” ื™ื™ื›ืœืœ ื‘ื™ื™ืฉื•ืจื™ Rfam Full ื‘ื”ืชื‘ืกืก ืขืœ ื—ื™ืคื•ืฉื™ื ืขื Rfam Seed
ืžื•ื“ืœื™ื.

--cut_nc
ื”ืฉืชืžืฉ ื‘ืกืคื™ ืฆื™ื•ืŸ ื”ืกื™ื‘ื™ื•ืช NC (ื ื™ืชื•ืง ืจืขืฉ) ื‘ืžื•ื“ืœ ื›ื“ื™ ืœื”ื’ื“ื™ืจ ื“ื™ื•ื•ื— ืขืœ ืคื’ืข
ื•ืกืคื™ ื”ื›ืœืœื”. ืกืคื™ NC ื ื—ืฉื‘ื™ื ื‘ื“ืจืš ื›ืœืœ ืœืฆื™ื•ืŸ ืฉืœ
ื”-false positive ื”ื™ื“ื•ืข ืขื ื”ืฆื™ื•ืŸ ื”ื’ื‘ื•ื” ื‘ื™ื•ืชืจ.

--cut_tc
ื”ืฉืชืžืฉ ื‘ืกืคื™ ืฆื™ื•ืŸ ื”ืกื™ื‘ื™ื•ืช ืฉืœ TC (Trusted cutoff) ื‘ืžื•ื“ืœ ื›ื“ื™ ืœื”ื’ื“ื™ืจ ื“ื™ื•ื•ื— ืขืœ ื”ื™ื˜
ื•ืกืคื™ ื”ื›ืœืœื”. ืกืคื™ TC ื ื—ืฉื‘ื™ื ื‘ื“ืจืš ื›ืœืœ ืœืฆื™ื•ืŸ ืฉืœ
ื”ืชื•ืฆืื” ื”ื—ื™ื•ื‘ื™ืช ื”ืืžื™ืชื™ืช ื‘ืขืœืช ื”ื ื™ืงื•ื“ ื”ื ืžื•ืš ื‘ื™ื•ืชืจ, ื•ื”ื™ื ืžืขืœ ืœื›ืœ ืชื•ืฆืื•ืช ื—ื™ื•ื‘ื™ื•ืช ืฉื’ื•ื™ื•ืช ื™ื“ื•ืขื•ืช.

ืืคืฉืจื•ื™ื•ืช ืฉืœื™ื˜ื” LA ืชืื•ืฆื” ืฆื ืจืช


ื—ื™ืคื•ืฉื™ Infernal 1.1 ืžื•ืืฆื™ื ื‘ืฆื™ื ื•ืจ ืกื™ื ื•ืŸ ื‘ืŸ ืฉื™ืฉื” ืฉืœื‘ื™ื. ื—ืžืฉืช ื”ืจืืฉื•ื ื™ื
ืฉืœื‘ื™ื ืžืฉืชืžืฉื™ื ื‘ืคืจื•ืคื™ืœ HMM ื›ื“ื™ ืœื”ื’ื“ื™ืจ ืžืขื˜ืคื•ืช ื”ืžื•ืขื‘ืจื•ืช ืœืฉืœื‘ ืฉืฉ CM CYK
ืœึฐืกึทื ึตืŸ. ืœื›ืœ ืžืขื˜ืคื•ืช ืฉืฉื•ืจื“ื•ืช ืืช ื›ืœ ื”ืžืกื ื ื™ื ืžื•ืงืฆื™ื ืฆื™ื•ื ื™ื ืกื•ืคื™ื™ื ื‘ืืžืฆืขื•ืช ื”-CM
ืืœื’ื•ืจื™ืชื ืคื ื™ืžื™.

ืžืกื ืŸ ื”ืคืจื•ืคื™ืœ HMM ื ื‘ื ื” ืขืœ ื™ื“ื™ cmbuild ืชื•ื›ื ื™ืช ื•ืžืื•ื—ืกืŸ ื‘ .

ื›ืœ ืžืกื ืŸ ืขื•ืงื‘ ื”ื•ื ืื™ื˜ื™ ื™ื•ืชืจ ืžื”ืงื•ื“ื, ืื‘ืœ ื˜ื•ื‘ ืžืžื ื•
ื”ื‘ื—ื ื” ื‘ื™ืŸ ืชืชื™-ืจืฆืคื™ื ืฉืขืฉื•ื™ื™ื ืœื”ื›ื™ืœ ืœื”ื™ื˜ื™ื ืฉืœ CM ืขื ื ื™ืงื•ื“ ื’ื‘ื•ื” ืœื‘ื™ืŸ ืืœื• ืฉื›ืŸ
ืœึนื. ืฉืœื•ืฉืช ืฉืœื‘ื™ ื”ืกื™ื ื•ืŸ ื”ืจืืฉื•ื ื™ื ืฉืœ HMM ื–ื”ื™ื ืœืืœื• ื”ืžืฉืžืฉื™ื ื‘-HMMER3. ืฉืœื‘ 1 (F1)
ื”ื•ื ืžืกื ืŸ HMM SSV ื”ืžืงื•ืžื™ ืฉืฉื•ื ื” ืขื‘ื•ืจ ืจืฆืคื™ื ืืจื•ื›ื™ื. ืฉืœื‘ 2 (F2) ื”ื•ื ื”-HMM ื”ืžืงื•ืžื™
ืžืกื ืŸ ื•ื™ื˜ืจื‘ื™. ืฉืœื‘ 3 (F3) ื”ื•ื ืžืกื ืŸ HMM Forward ื”ืžืงื•ืžื™. ื›ืœ ืื—ื“ ืžืฉืœื•ืฉืช ื”ืจืืฉื•ื ื™ื
stages ืžืฉืชืžืฉ ื‘ืคืจื•ืคื™ืœ HMM ื‘ืžืฆื‘ ืžืงื•ืžื™, ื”ืžืืคืฉืจ ืœื™ื™ืฉืจ ืจืฆืฃ ื™ืขื“
ื›ืœ ืื–ื•ืจ ืฉืœ HMM. ืฉืœื‘ 4 (F4) ื”ื•ื ืžืกื ืŸ HMM ื’ืœื•ืงืœื™, ื”ื“ื•ืจืฉ ืžื˜ืจื”
ื”ืžืฉืš ืœื™ื™ืฉื•ืจ ืœืคืจื•ืคื™ืœ ื‘ืื•ืจืš ืžืœื HMM. ืฉืœื‘ 5 (F5) ื”ื•ื ื”-HMM ื”ื’ืœื•ืงืœื™
ืžืกื ืŸ ื”ื’ื“ืจืช ืžืขื˜ืคื”, ื”ืžืฉืชืžืฉ ื‘ื”ื•ืจืกื™ื˜ื™ื•ืช ื–ื™ื”ื•ื™ ื”ืชื—ื•ื ืฉืœ HMMER3 ื›ื“ื™ ืœื”ื’ื“ื™ืจ
ื’ื‘ื•ืœื•ืช ื”ืžืขื˜ืคื”. ืœืื—ืจ ื›ืœ ืฉืœื‘ ืž-2 ืขื“ 5, ืฉืœื‘ ืกื™ื ื•ืŸ ื”ื˜ื™ื” (F2b, F3b, F4b, ื•
F5b) ืžืฉืžืฉ ืœื”ืกืจืช ืจืฆืคื™ื ืฉื ืจืื” ื›ื™ ืขื‘ืจื• ืืช ื”ืžืกื ืŸ ืขืงื‘ ืžื•ื˜ื”
ื”ืจื›ื‘ ืœื‘ื“. ื›ืœ ื”ืžืขื˜ืคื•ืช ืฉืฉื•ืจื“ื•ืช ืืช ื”ืฉืœื‘ื™ื F1 ืขื“ F5b ืžื•ืขื‘ืจื•ืช ืื™ืชื”
ืžืกื ืŸ CM CYK ื”ืžืงื•ืžื™. ืžืกื ืŸ CYK ืžืฉืชืžืฉ ื‘ืื™ืœื•ืฆื™ื (ืœื”ืงื•ืช) ื”ื ื’ื–ืจื•ืช ืž-HMM
ื™ื™ืฉื•ืจ ื”ืžืขื˜ืคื” ื›ื“ื™ ืœื”ืคื—ื™ืช ืืช ืžืกืคืจ ื”ื—ื™ืฉื•ื‘ื™ื ื”ื ื“ืจืฉื™ื ื•ืœื—ืกื•ืš ื–ืžืŸ.
ื›ืœ ื”ืžืขื˜ืคื•ืช ืฉืขื•ื‘ืจื•ืช ืืช CYK ืžืงื‘ืœื•ืช ื ื™ืงื•ื“ ืขื ื”ืืœื’ื•ืจื™ืชื ื”ืžืงื•ืžื™ CM Inside, ืฉื•ื‘ ื‘ืืžืฆืขื•ืช HMM
ืคืกื™ื ืœื”ืืฆื”.

ืกืคื™ ื”ืกื™ื ื•ืŸ ื”ืžื•ื’ื“ืจื™ื ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื”ืžื’ื“ื™ืจื™ื ืืช ื”ืฆื™ื•ืŸ ื”ืžื™ื ื™ืžืœื™ ื”ื ื“ืจืฉ ืขื‘ื•ืจ ืจืฆืฃ ืžืฉื ื” ืœ
ืœืฉืจื•ื“ ื›ืœ ืฉืœื‘ ืžื•ื’ื“ืจื™ื ืขืœ ืกืžืš ื’ื•ื“ืœ ืžืจื—ื‘ ื”ื—ื™ืคื•ืฉ (Z), ื”ืžื•ื’ื“ืจ
ื›ืื•ืจืš ืจืฆืฃ ื”ืฉืื™ืœืชื” ื”ื ื•ื›ื—ื™ ื›ืคื•ืœ 2 (ืžื›ื™ื•ื•ืŸ ืฉืฉื ื™ ื”ื’ื“ื™ืœื™ื ื™ื”ื™ื•
ื—ื™ืคื•ืฉ) ื›ืคื•ืœ ืžืกืคืจ ื”ืคืจื•ืคื™ืœื™ื ื‘ . ืขื ื–ืืช, ืื ืื—ืช ืžื”ืŸ -Z or --FZ
ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืืคืฉืจื•ื™ื•ืช ื•ืื– ืฉื˜ื— ื”ื—ื™ืคื•ืฉ ื™ื™ื—ืฉื‘ ื›ื›ื–ื” ืœืžื˜ืจื•ืช ืฉืœ
ื”ื’ื“ืจืช ืกืคื™ ื”ืžืกื ืŸ.

ืขื‘ื•ืจ ืžืกื“ื™ ื ืชื•ื ื™ื ื’ื“ื•ืœื™ื ื™ื•ืชืจ, ื”ืžืกื ื ื™ื ืงืคื“ื ื™ื™ื ื™ื•ืชืจ ืžื” ืฉืžื•ื‘ื™ืœ ืœื™ื•ืชืจ ื”ืืฆื” ืื‘ืœ
ืคื•ื˜ื ืฆื™ืืœ ืื•ื‘ื“ืŸ ื’ื“ื•ืœ ื™ื•ืชืจ ืฉืœ ืจื’ื™ืฉื•ืช. ื”ืจืฆื™ื•ื ืœ ื”ื•ื ืฉืขื‘ื•ืจ ืžืกื“ื™ ื ืชื•ื ื™ื ื’ื“ื•ืœื™ื ื™ื•ืชืจ,
ืœื”ื™ื˜ื™ื ื—ื™ื™ื‘ื™ื ืœื”ื™ื•ืช ืฆื™ื•ื ื™ื ื’ื‘ื•ื”ื™ื ื™ื•ืชืจ ื›ื“ื™ ืœื”ืฉื™ื’ ืžื•ื‘ื”ืงื•ืช ืกื˜ื˜ื™ืกื˜ื™ืช, ืœื›ืŸ ืกื™ื ื•ืŸ ืžื—ืžื™ืจ ื™ื•ืชืจ
ืฉืžืกื™ืจ ืคื’ื™ืขื•ืช ืœื ืžืฉืžืขื•ืชื™ื•ืช ืขื ื ื™ืงื•ื“ ื ืžื•ืš ื™ื•ืชืจ ืžืงื•ื‘ืœ.

ืขืจื›ื™ ื”-P ืขื‘ื•ืจ ื›ืœ ื’ื“ืœื™ ืžืจื—ื‘ ื”ื—ื™ืคื•ืฉ ื”ืืคืฉืจื™ื™ื ื•ื›ืœ ืฉืœื‘ื™ ื”ืกื™ื ื•ืŸ ื”ื
ืจืฉื•ื ื”ื‘ื. (ืกืฃ ืขืจืš P ืฉืœ 0.01 ืื•ืžืจ ืฉื›-1% ืžื”ื ื™ืงื•ื“ ื”ื’ื‘ื•ื” ื‘ื™ื•ืชืจ
ืจืฆืฃ ืœื ื”ื•ืžื•ืœื•ื’ื™ ืฆืคื•ื™ ืœืขื‘ื•ืจ ืืช ื”ืžืกื ืŸ.) Z ืžื•ื’ื“ืจ ื›ืžืกืคืจ ืฉืœ
ื ื•ืงืœืื•ื˜ื™ื“ื™ื ื‘ืงื•ื‘ืฅ ืจืฆืฃ ื”ืžื˜ืจื” ื”ืžืœื ืคืขืžื™ื 2 ื›ื™ ืฉื ื™ ื”ื’ื“ื™ืœื™ื ื™ื”ื™ื•
ื—ื™ืคืฉื• ืขื ื›ืœ ื“ื’ื.

ืื Z ืงื˜ืŸ ืž-2 Mb: F1 ื”ื•ื 0.35; F2 ื•-F2b ื›ื‘ื•ื™ื™ื; F3, F3b, F4, F4b ื•-F5 ื”ื 0.02;
F6 ื”ื•ื 0.0001.

ืื Z ื”ื•ื ื‘ื™ืŸ 2 Mb ืœ-20 Mb: F1 ื”ื•ื 0.35; F2 ื•-F2b ื›ื‘ื•ื™ื™ื; F3, F3b, F4, F4b ื•-F5
ื”ื 0.005; F6 ื”ื•ื 0.0001.

ืื Z ื”ื•ื ื‘ื™ืŸ 20 Mb ืœ-200 Mb: F1 ื”ื•ื 0.35; F2 ื•-F2b ื”ื 0.15; F3, F3b, F4, F4b ื•-F5
ื”ื 0.003; F6 ื”ื•ื 0.0001.

ืื Z ื”ื•ื ื‘ื™ืŸ 200 Mb ืœ-2 Gb: F1 ื”ื•ื 0.15; F2 ื•-F2b ื”ื 0.15; F3, F3b, F4, F4b, F5,
ื•-F5b ื”ื 0.0008; ื•-F6 ื”ื•ื 0.0001.

ืื Z ื”ื•ื ื‘ื™ืŸ 2Gb ืœ-20Gb: F1 ื”ื•ื 0.15; F2 ื•-F2b ื”ื 0.15; F3, F3b, F4, F4b, F5, ื•
F5b ื”ื 0.0002; ื•-F6 ื”ื•ื 0.0001.

ืื Z ื”ื•ื ื™ื•ืชืจ ืž-20 Gb: F1 ื”ื•ื 0.06; F2 ื•-F2b ื”ื 0.02; F3, F3b, F4, F4b, F5 ื•-F5b
ื”ื 0.0002; ื•-F6 ื”ื•ื 0.0001.

ืขืจื›ื™ ืกืฃ ืืœื• ื ื‘ื—ืจื• ืขืœ ืกืžืš ื‘ื™ืฆื•ืขื™ื ืขืœ ื‘ืกื™ืก ืืžืช ืžื™ื“ื” ืคื ื™ืžื™ ืฉื‘ื“ืง ืจื‘ื™ื
ื”ื’ื“ืจื•ืช ืืคืฉืจื™ื•ืช ืฉื•ื ื•ืช.

ื™ืฉื ืŸ ื—ืžืฉ ืืคืฉืจื•ื™ื•ืช ืœืฉืœื™ื˜ื” ื‘ืจืžืช ื”ืกื™ื ื•ืŸ ื”ื›ืœืœื™ืช. ืืคืฉืจื•ื™ื•ืช ืืœื” ื”ืŸ, ื‘
ืกื“ืจ ืžื”ืคื—ื•ืช ืงืคื“ื ื™ (ื”ืื™ื˜ื™ ืื‘ืœ ื”ื›ื™ ืจื’ื™ืฉ) ืœื”ื›ื™ ืงืคื“ื ื™ (ื”ืžื”ื™ืจ ืื‘ืœ ื”ื›ื™ ืคื—ื•ืช
ืจึธื’ึดื™ืฉื): --ืžืงืกื™ืžื•ื, --ื ื•ืžืž, --ื‘ึผึตื™ื ื•ึนื ึดื™, --ื‘ึผึฐืจึดื™ืจึทืช ืžึถื—ื“ึธืœ, (ื–ื•ื”ื™ ื”ื’ื“ืจืช ื‘ืจื™ืจืช ื”ืžื—ื“ืœ) --rfam. ื•
- ื‘ืื•ืคืŸ ื›ืœืœื™. ืขื --ื‘ึผึฐืจึดื™ืจึทืช ืžึถื—ื“ึธืœ ืกืคื™ ื”ืžืกื ืŸ ื™ื”ื™ื• ืชืœื•ื™ื™ื ื‘ื’ื•ื“ืœ ืžืกื“ ื”ื ืชื•ื ื™ื. ืจืื” ืืช
ื”ืกื‘ืจ ืขืœ ื›ืœ ืื—ืช ืžื”ืืคืฉืจื•ื™ื•ืช ื”ื ืคืจื“ื•ืช ื”ืœืœื• ืœืžื˜ื” ืœืžื™ื“ืข ื ื•ืกืฃ.

ื‘ื ื•ืกืฃ, ืžืฉืชืžืฉ ืžื•ืžื—ื” ื™ื›ื•ืœ ืœืฉืœื•ื˜ ื‘ืžื“ื•ื™ืง ืขืœ ื›ืœ ืกืฃ ื ื™ืงื•ื“ ื‘ืฉืœื‘ ื”ืกื™ื ื•ืŸ ื‘ืืžืฆืขื•ืชื•
ืžื” ื”ื™ื --F1, --F1b, --F2, --F2b, --F3, --F3b, --F4, --F4b, --F5, --F5b, ื• --F6 ืืคืฉืจื•ื™ื•ืช. ื›ืคื™ ืฉ
ื›ืžื• ื›ืŸ ืœื”ืคืขื™ืœ ืื• ืœื›ื‘ื•ืช ื›ืœ ืฉืœื‘ ืขื --noF1, --doF1b, --noF2, --noF2b, --noF3,
--noF3b, --noF4, --noF4b, --noF5, ื• --noF6. ืืคืฉืจื•ื™ื•ืช. ืืคืฉืจื•ื™ื•ืช ืืœื• ืžื•ืฆื’ื•ืช ืจืง
ืื --devhelp ืืคืฉืจื•ืช ืžืฉืžืฉืช ื›ื“ื™ ืœืฉืžื•ืจ ืืช ืžืกืคืจ ื”ืืคืฉืจื•ื™ื•ืช ื”ืžื•ืฆื’ื•ืช ืขื -h
ืกื‘ื™ืจื™ื, ื•ืžื›ื™ื•ื•ืŸ ืฉื”ื ืฆืคื•ื™ื™ื ืœื”ื™ื•ืช ืฉื™ืžื•ืฉื™ื™ื ืจืง ืœืžื™ืขื•ื˜ ืงื˜ืŸ ืฉืœ ืžืฉืชืžืฉื™ื.

ื›ืžืงืจื” ืžื™ื•ื—ื“, ืขื‘ื•ืจ ื›ืœ ื”ื“ื’ืžื™ื ื‘ ืฉื™ืฉ ืœื”ื ืืคืก ื–ื•ื’ื•ืช ื‘ืกื™ืก, ืคืจื•ืคื™ืœ HMM
ื—ื™ืคื•ืฉื™ื ืžื•ืคืขืœื™ื ื‘ืžืงื•ื ื—ื™ืคื•ืฉื™ CM. ืืœื’ื•ืจื™ืชืžื™ HMM ื™ืขื™ืœื™ื ื™ื•ืชืจ ืž-CM
ืืœื’ื•ืจื™ืชืžื™ื, ื•ื”ืชื•ืขืœืช ืฉืœ ืืœื’ื•ืจื™ืชืžื™ CM ืื•ื‘ื“ืช ืขื‘ื•ืจ ื“ื’ืžื™ื ืœืœื ืžืฉื ื™
ืžื‘ื ื” (ืืคืก ื–ื•ื’ื•ืช ื‘ืกื™ืก). ื—ื™ืคื•ืฉื™ HMM ืคืจื•ืคื™ืœื™ื ืืœื” ื™ืคืขืœื• ืžื”ืจ ื™ื•ืชืจ ืžืืฉืจ
ื”ื—ื™ืคื•ืฉื™ื ืฉืœ ื”-CM. ืืชื” ื™ื›ื•ืœ ืœืืœืฅ ื—ื™ืคื•ืฉื™ื ืฉืœ HMM ื‘ืœื‘ื“ ืขื ื” - ื‘ืื•ืคืŸ ื›ืœืœื™ ืื•ึนืคึผึฐืฆึดื™ึธื”. ืœืขื•ื“
ืžื™ื“ืข ืขืœ ื—ื™ืคื•ืฉื™ื ืฉืœ HMM ื‘ืœื‘ื“, ืขื™ื™ืŸ ื‘ืžื“ืจื™ืš ืœืžืฉืชืžืฉ.

--ืžืงืกื™ืžื•ื ื›ื‘ื” ืืช ื›ืœ ื”ืžืกื ื ื™ื ื•ื”ืคืขืœ ืืช Inside ืœืœื ืคืกื™ื ืขืœ ื›ืœ ืžื˜ืจื” ื‘ืื•ืจืš ืžืœื
ืกื“ืจ ืคืขื•ืœื•ืช. ื–ื” ืžื’ื‘ื™ืจ ื‘ืžื™ื“ืช ืžื” ืืช ื”ืจื’ื™ืฉื•ืช, ื‘ืžื—ื™ืจ ื’ื‘ื•ื” ื‘ืžื™ื•ื—ื“ ื‘ืžื”ื™ืจื•ืช.

--ื ื•ืžืž
ื›ื‘ื” ืืช ื›ืœ ืฉืœื‘ื™ ื”ืกื™ื ื•ืŸ ืฉืœ HMM (F1 ืขื“ F5b). ืžืกื ืŸ CYK, ื‘ืืžืฆืขื•ืช QDBs, ื™ืขืฉื” ื–ืืช
ื™ื•ืคืขืœ ืขืœ ื›ืœ ืจืฆืฃ ืžื˜ืจื” ื‘ืื•ืจืš ืžืœื ื•ื™ืื›ื•ืฃ ืกืฃ ืขืจืš P ืฉืœ
0.0001. ื›ืœ ืจืฆืฃ ืžืฉื ื” ืฉื™ืฉืจื•ื“ ืืช CYK ื™ื•ืขื‘ืจ ืœ-Inside, ืฉื™ืขืฉื” ื–ืืช
ื”ืฉืชืžืฉ ื’ื ื‘-QDBs (ืื‘ืœ ืกื˜ ืจื•ืคืฃ ื™ื•ืชืจ). ื–ื” ืžื’ื‘ื™ืจ ื‘ืžื™ื“ืช ืžื” ืืช ื”ืจื’ื™ืฉื•ืช, ื‘ืจืžื” ืžืื•ื“ ื’ื‘ื•ื”ื”
ืขืœื•ืช ื’ื“ื•ืœื” ื‘ืžื”ื™ืจื•ืช.

--ื‘ึผึตื™ื ื•ึนื ึดื™ ื›ื‘ื” ืืช ืฉืœื‘ื™ ื”ืกื™ื ื•ืŸ HMM SSV ื•-Viterbi (F1 ืขื“ F2b). ื”ื’ื“ืจ ืืช ื”-HMM ืฉื ื•ืชืจ
ืกืคื™ ืกื™ื ื•ืŸ (F3 ืขื“ F5b) ืœ-0.02 ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, ืืš ื ื™ืชืŸ ืœืฉื™ื ื•ื™ ืœ ืขื
--ืคืžื™ื“ ืกื“ืจ ืคืขื•ืœื•ืช. ื–ื” ืขืฉื•ื™ ืœื”ื’ื‘ื™ืจ ืืช ื”ืจื’ื™ืฉื•ืช, ื‘ืžื—ื™ืจ ืžืฉืžืขื•ืชื™ ื‘ืžื”ื™ืจื•ืช.

--ื‘ึผึฐืจึดื™ืจึทืช ืžึถื—ื“ึธืœ
ื”ืฉืชืžืฉ ื‘ืืกื˜ืจื˜ื’ื™ื™ืช ื”ืกื™ื ื•ืŸ ื”ืžื•ื’ื“ืจืช ื›ื‘ืจื™ืจืช ืžื—ื“ืœ. ืืคืฉืจื•ืช ื–ื• ืžื•ืคืขืœืช ื›ื‘ืจื™ืจืช ืžื—ื“ืœ. ื”ืžืกื ืŸ
ื”ืกืคื™ื ื ืงื‘ืขื™ื ืขืœ ืกืžืš ื’ื•ื“ืœ ืžืกื“ ื”ื ืชื•ื ื™ื.

--rfam ื”ืฉืชืžืฉ ื‘ืืกื˜ืจื˜ื’ื™ื™ืช ืกื™ื ื•ืŸ ืงืคื“ื ื™ืช ืฉื”ื•ื›ื ื” ืขื‘ื•ืจ ืžืกื“ื™ ื ืชื•ื ื™ื ื’ื“ื•ืœื™ื (ื™ื•ืชืจ ืž-20 ื’'ื™ื’ื”-ื‘ื™ื™ื˜). ื–ึถื”
ื™ืื™ืฅ ืืช ื”ื—ื™ืคื•ืฉ ื‘ืžื—ื™ืจ ืคื•ื˜ื ืฆื™ืืœื™ ืœืจื’ื™ืฉื•ืช.

- ื‘ืื•ืคืŸ ื›ืœืœื™
ื”ืฉืชืžืฉ ืจืง ื‘ืคืจื•ืคื™ืœ ื”ืกื™ื ื•ืŸ HMM ืœื—ื™ืคื•ืฉื™ื, ืืœ ืชืฉืชืžืฉ ื‘-CM. ืจืง ืžืกื ืŸ
ืฉืœื‘ื™ื F1 ืขื“ F3 ื™ื‘ื•ืฆืขื•, ืชื•ืš ืฉื™ืžื•ืฉ ื‘ืกืคื™ื ืงืคื“ื ื™ื™ื ืฉืœ ืขืจืš P (0.02 ืขื‘ื•ืจ
F1, 0.001 ืขื‘ื•ืจ F2 ื•-0.00001 ืขื‘ื•ืจ F3). ื‘ื ื•ืกืฃ ืžืกื ืŸ ื”ืจื›ื‘ ื”ื˜ื™ื” ื”ื•ื
ื‘ืฉื™ืžื•ืฉ ืœืื—ืจ ืฉืœื‘ F1 (ืขื P=0.02 ืกืฃ ื”ื™ืฉืจื“ื•ืช). ื›ืœ ืžื›ื” ืฉืฉื•ืจื“ืช
ื›ืœ ื”ืฉืœื‘ื™ื ื•ื‘ืขืœ ืฆื™ื•ืŸ HMM E-value ืื• ื‘ื™ื˜ ืžืขืœ ืกืฃ ื”ื“ื™ื•ื•ื—
ืœื”ื™ื•ืช ืคืœื˜. ื”ืžืฉืชืžืฉ ื™ื›ื•ืœ ืœืฉื ื•ืช ืืช ืกืคื™ ื”ืกื™ื ื•ืŸ ื•ื”ืืคืฉืจื•ื™ื•ืช ืฉืœ HMM ื‘ืœื‘ื“
--ื”ืžืžF1, --ื”ืžืžF2, --ื”ืžืžF3, --ื”ืžืžื ื•ื‘ื™ืืก, --hmmnonull2, ื• --ืžืžืžืงืก. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ,
ื—ื™ืคื•ืฉื™ื ืื—ืจ ื›ืœ ื“ื’ื ืขื ืืคืก ืฆืžื“ื™ ื‘ืกื™ืก ื™ื•ืคืขืœื• ื‘ืžืฆื‘ HMM ื‘ืœื‘ื“. ื–ื” ื™ื›ื•ืœ
ืœื”ื™ื•ืช ื›ื‘ื•ื™, ืžื” ืฉืžื›ืจื™ื— CM ื—ื™ืคื•ืฉื™ื ืื—ืจ ื“ื’ืžื™ื ืืœื” ืขื - ื‘ืื•ืคืŸ ืœื ืจื’ื™ืœ ืื•ึนืคึผึฐืฆึดื™ึธื”.

--FZ
ื”ื’ื“ืจ ืกืคื™ ืกื™ื ื•ืŸ ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื‘ืฉื™ืžื•ืฉ ืื ืžืกื“ ื”ื ืชื•ื ื™ื ื”ื™ื” ืžื’ื”-ื‘ืกื™ืกื™ื (Mb).
ืื ืžืฉืชืžืฉื™ื ื‘ื• ืขื ื’ื“ื•ืœ ืž-20000 (20 ื’'ื™ื’ื”-ื‘ื™ื™ื˜) ืœืืคืฉืจื•ืช ื–ื• ื™ืฉ ืืช ืื•ืชื” ื”ืฉืคืขื” ื›ืžื•
--rfam.

--ืคืžื™ื“
ืขื --ื‘ึผึตื™ื ื•ึนื ึดื™ ืืคืฉืจื•ืช ืœื”ื’ื“ื™ืจ ืืช ืกืคื™ ืžืกื ืŸ HMM (F3 ืขื“ F5b) ืœ . By
ื‘ืจื™ืจืช ืžื—ื“ืœ ื”ื•ื 0.02.

ืื—ืจ ืืคืฉืจื•ื™ื•ืช


--notrunc
ื›ื‘ื” ืืช ื–ื™ื”ื•ื™ ื”ืคื’ื™ืขื” ื”ืงื˜ื•ืขื”.

--anytrunc
ืืคืฉืจ ืœื”ื™ื˜ื™ื ืงื˜ื•ืขื™ื ืœื”ืชื—ื™ืœ ื•ืœื”ืกืชื™ื™ื ื‘ื›ืœ ืžื™ืงื•ื ื‘ืจืฆืฃ ืžื˜ืจื”. ืขืœ ื™ื“ื™
ื‘ืจื™ืจืช ืžื—ื“ืœ, ื”ืชืืžื•ืช ืงื˜ื•ืžื•ืช 5' ื—ื™ื™ื‘ื•ืช ืœื›ืœื•ืœ ืืช ื”ืฉืืจื™ืช ื”ืจืืฉื•ื ื” ืฉืœ ืจืฆืฃ ื”ื™ืขื“ ืฉืœื”ืŸ
ื•ื”ืชืืžื•ืช ืงื˜ื•ืžื•ืช 3' ื—ื™ื™ื‘ื•ืช ืœื›ืœื•ืœ ืืช ื”ืฉืืจื™ืช ื”ืกื•ืคื™ืช ืฉืœ ืจืฆืฃ ื”ื™ืขื“ ืฉืœื”ืŸ. ืขื
ืืคืฉืจื•ืช ื–ื• ืชื•ื›ืœ ืœืจืื•ืช ืคื—ื•ืช ื›ื ื™ืกื•ืช ื‘ืื•ืจืš ืžืœื ื”ืžืชืจื—ื‘ื•ืช ืขื“ ื”ื”ืชื—ืœื” ื•
ืกื•ืฃ ื”ืฉืื™ืœืชื” CM.

--nonull3
ื›ื‘ื” ืืช ืชื™ืงื•ื ื™ ื”ืฆื™ื•ืŸ null3 CM ืขื‘ื•ืจ ืงื•ืžืคื•ื–ื™ืฆื™ื” ืžื•ื˜ื”. ื”ืชื™ืงื•ืŸ ื”ื–ื” ื”ื•ื
ืœื ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืฉืœื‘ื™ ืกื™ื ื•ืŸ HMM.

--mxsize
ื”ื’ื“ืจ ืืช ื’ื•ื“ืœ ืžื˜ืจื™ืฆืช CM DP ื”ืžืงืกื™ืžืœื™ ื”ืžื•ืชืจ ืœ ืžื’ื” ื‘ื™ื™ื˜. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื’ื•ื“ืœ ื–ื”
ื”ื•ื 128 ืžื’ื”-ื‘ื™ื˜. ื–ื” ืฆืจื™ืš ืœื”ื™ื•ืช ื’ื“ื•ืœ ืžืกืคื™ืง ืขื‘ื•ืจ ื”ืจื•ื‘ ื”ืžื›ืจื™ืข ืฉืœ ื”ื—ื™ืคื•ืฉื™ื,
ื‘ืžื™ื•ื—ื“ ืขื ื“ื’ืžื™ื ืงื˜ื ื™ื ื™ื•ืชืจ. ืื cmsearch ื ืชืงืœ ื‘ืžืขื˜ืคื” ื‘-CYK ืื•
ื‘ืชื•ืš ืฉืœื‘ ื”ื“ื•ืจืฉ ืžื˜ืจื™ืฆื” โ€‹โ€‹ื’ื“ื•ืœื” ื™ื•ืชืจ, ื”ืžืขื˜ืคื” ืชื•ื ื—ื” ืžื”ื ื—ื”
ื”ึดืชื—ึทืฉืึฐื‘ื•ึผืช. ื”ืชื ื”ื’ื•ืช ื–ื• ื”ื™ื ื›ืžื• ืžืกื ืŸ ื ื•ืกืฃ ืฉืžื•ื ืข ื™ืงืจ
(ืื™ื˜ื™) ื—ื™ืฉื•ื‘ื™ CM DP, ืืš ื‘ืžื—ื™ืจ ืคื•ื˜ื ืฆื™ืืœื™ ืœืจื’ื™ืฉื•ืช. ืฉื™ืžื• ืœื‘ ืฉืื
cmsearch ืžื•ืจืฅ ืคื ื™ืžื” ื—ื•ื˜ื™ื ืžืจื•ื‘ื™ื ื‘ืžื›ื•ื ื” ืžืจื•ื‘ืช ืœื™ื‘ื•ืช ื•ืื– ื›ืœ ืื—ื“
ืœื—ื•ื˜ ืขืฉื•ื™ื” ืœื”ื™ื•ืช ืžื˜ืจื™ืฆื” โ€‹โ€‹ืžื•ืงืฆื™ืช ื‘ื’ื•ื“ืœ ืขื“ Mb ื‘ื›ืœ ื–ืžืŸ ื ืชื•ืŸ.

--smxsize
ื”ื’ื“ืจ ืืช ื’ื•ื“ืœ ื”ืžื˜ืจื™ืฆื” โ€‹โ€‹ื”ืžืงืกื™ืžืœื™ืช ื”ืžื•ืชืจืช ืฉืœ CM ื—ื™ืคื•ืฉ DP ืœ ืžื’ื” ื‘ื™ื™ื˜. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ
ื’ื•ื“ืœ ื–ื” ื”ื•ื 128 ืžื’ื”-ื‘ื™ื˜. ืืคืฉืจื•ืช ื–ื• ืจืœื•ื•ื ื˜ื™ืช ืจืง ืื ื”-CM ืœื ื™ืฉืชืžืฉ ื‘-HMM
ืžื˜ืจื™ืฆื•ืช ืคืก, ื›ืœื•ืžืจ ืื --ืžืงืกื™ืžื•ื, --ื ื•ืžืž, --qdb, --fqdb, --ืœื ืจืฆื•ืขื•ืช, or
--fnonbanded ื ืขืฉื” ืฉื™ืžื•ืฉ ื’ื ื‘ืืคืฉืจื•ื™ื•ืช. ืฉื™ืžื• ืœื‘ ืฉืื cmsearch ืžื•ืจืฅ ืคื ื™ืžื”
ืฉืจืฉื•ืจื™ื ืžืจื•ื‘ื™ื ื‘ืžื›ื•ื ื” ืžืจื•ื‘ืช ืœื™ื‘ื•ืช ืื– ืœื›ืœ ื—ื•ื˜ ืขืฉื•ื™ ืœื”ื™ื•ืช ืžื•ืงืฆื”
ืžื˜ืจื™ืฆื” โ€‹โ€‹ืฉืœ ืขื“ ื’ื•ื“ืœ Mb ื‘ื›ืœ ื–ืžืŸ ื ืชื•ืŸ.

--cyk ื”ืฉืชืžืฉ ื‘ืืœื’ื•ืจื™ืชื CYK, ืœื ื‘ืคื ื™ื, ื›ื“ื™ ืœืงื‘ื•ืข ืืช ื”ื ื™ืงื•ื“ ื”ืกื•ืคื™ ืฉืœ ื›ืœ ื”ื”ื™ื˜ื™ื.

--acyk ื”ืฉืชืžืฉ ื‘ืืœื’ื•ืจื™ืชื CYK ื›ื“ื™ ืœื™ื™ืฉืจ ื”ืชืืžื•ืช. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, ื“ื™ื•ืง ืื•ืคื˜ื™ืžืœื™ ืฉืœ ื“ื•ืจื‘ื™ืŸ/ื”ื•ืœืžืก
ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘ืืœื’ื•ืจื™ืชื, ืฉืžื•ืฆื ืืช ื”ื™ื™ืฉื•ืจ ืฉืžืžืงืกื ืืช ื”ื“ื™ื•ืง ื”ืฆืคื•ื™
ืฉืœ ื›ืœ ื”ืฉืืจื™ื•ืช ื”ืžื™ื•ืฉืจื•ืช.

--wcx
ืขื‘ื•ืจ ื›ืœ CM, ื”ื’ื“ืจ ืืช ื”ืคืจืžื˜ืจ W, ื”ืื•ืจืš ื”ืžืจื‘ื™ ื”ืฆืคื•ื™ ืฉืœ ืคื’ื™ืขื”, ืœ
ื›ืคื•ืœ ืžืื•ืจืš ื”ืงื•ื ืฆื ื–ื•ืก ืฉืœ ื”ืžื•ื“ืœ. ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, ื”ืคืจืžื˜ืจ W ื ืงืจื
ืงื•ื‘ืฅ CM ื•ื—ื•ืฉื‘ ืขืœ ืกืžืš ื”ืกืชื‘ืจื•ื™ื•ืช ื”ืžืขื‘ืจ ืฉืœ ื”ืžื•ื“ืœ
by cmbuild. ืืชื” ื™ื›ื•ืœ ืœื’ืœื•ืช ืžื”ื• ื‘ืจื™ืจืช ื”ืžื—ื“ืœ W ืขื‘ื•ืจ ื“ื’ื ื”ืžืฉืชืžืฉ cmstat. ื–ึถื”
ื™ืฉ ืœื”ืฉืชืžืฉ ื‘ืื•ืคืฆื™ื” ื‘ื–ื”ื™ืจื•ืช ืžื›ื™ื•ื•ืŸ ืฉื”ื™ื ืžืฉืคื™ืขื” ืขืœ ืฆื™ื ื•ืจ ื”ืกื™ื ื•ืŸ ื‘ืžืกืคืจ
ืฉืœื‘ื™ื ืฉื•ื ื™ื ื‘ื“ืจื›ื™ื ืœื ื‘ืจื•ืจื•ืช. ื–ื” ืžื•ืžืœืฅ ืจืง ืœืžืฉืชืžืฉื™ื ืžื•ืžื—ื™ื
ืžื—ืคืฉ ืœื”ื™ื˜ื™ื ืฉื”ื ื”ืจื‘ื” ื™ื•ืชืจ ืืจื•ื›ื™ื ืžื›ืœ ื”ื”ื•ืžื•ืœื•ื’ื™ื ืฉืฉื™ืžืฉื• ืœื‘ื ื™ื™ืช
ืžื•ื“ืœ ื‘ cmbuild, ืœืžืฉืœ ื›ืืœื” ืขื ืื™ื ื˜ืจื•ื ื™ื ื’ื“ื•ืœื™ื ืื• ืชื•ืกืคื•ืช ื’ื“ื•ืœื•ืช ืื—ืจื•ืช. ื–ื”
ืœื ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืฉื™ืœื•ื‘ ืขื --ื ื•ืžืž, --fqdb or --qdb ืืคืฉืจื•ื™ื•ืช ื›ื™ ื‘
ื”ืžืงืจื™ื ื”ืืœื” W ืžื•ื’ื‘ืœ ืขืœ ื™ื“ื™ ืคืกื™ื ืชืœื•ื™ื™ ืฉืื™ืœืชื”.

--ื—ืœืง ืขืœื™ื•ืŸ ื‘ืœื‘ื“
ื—ืคืฉ ืจืง ืืช ื”ื’ื“ื™ืœ ื”ืขืœื™ื•ืŸ (ื•ื•ื˜ืกื•ืŸ) ืฉืœ ืจืฆืคื™ ื™ืขื“ ื‘ . ื›ื‘ืจื™ืจืช ืžื—ื“ืœ,
ืฉื ื™ ื”ื’ื“ื™ืœื™ื ื ื‘ื“ืงื™ื. ื–ื” ื™ืงืฆืจ ื‘ื—ืฆื™ ืืช ื’ื•ื“ืœ ืฉื˜ื— ื”ื—ื™ืคื•ืฉ (Z).

--ืœืžื˜ื”
ื—ืคืฉ ืจืง ื‘ื’ื“ื™ืœ ื”ืชื—ืชื•ืŸ (ืงืจื™ืง) ืฉืœ ืจืฆืคื™ ื”ื™ืขื“ . By
ื‘ืจื™ืจืช ืžื—ื“ืœ, ืฉื ื™ ื”ื’ื“ื™ืœื™ื ื ืžืฆืื™ื ื‘ื—ื™ืคื•ืฉ. ื–ื” ื™ืงืฆืจ ื‘ื—ืฆื™ ืืช ื’ื•ื“ืœ ืฉื˜ื— ื”ื—ื™ืคื•ืฉ (Z).

--qformat
ื˜ืขืŸ ืฉืงื•ื‘ืฅ ืžืกื“ ื”ื ืชื•ื ื™ื ืฉืœ ืจืฆืฃ ื”ืฉืื™ืœืชื•ืช ื”ื•ื ื‘ืคื•ืจืžื˜ . ืคื•ืจืžื˜ื™ื ืžืงื•ื‘ืœื™ื
ืœื›ืœื•ืœ ืคืืกื˜ื”, embl, ื’ื ื‘ื ืง, ddbj, ืฉื˜ื•ืงื”ื•ืœื, pfam, a2m, ืืคื, ืืฉื›ื•ืœ, ื• ืคื™ืœื™ืค
ื‘ืจื™ืจืช ื”ืžื—ื“ืœ ื”ื™ื ื–ื™ื”ื•ื™ ืื•ื˜ื•ืžื˜ื™ ืฉืœ ืคื•ืจืžื˜ ื”ืงื•ื‘ืฅ.

--ื’ืœื™ืกื˜
ื”ื’ื“ืจ ืงื‘ื•ืฆืช ืžืฉื ื” ืฉืœ ื“ื’ืžื™ื ืž ื‘ืžืฆื‘ ื™ื™ืฉื•ืจ ื’ืœื•ืงืœื™, ื‘ืžืงื•ื
ืžืฆื‘ ืžืงื•ืžื™, ื›ืœื•ืžืจ ื”ื“ื’ืžื™ื ื”ืจืฉื•ืžื™ื ื‘ืงื•ื‘ืฅ . ื”ื’ื“ืจ ืืช ื›ืœ ื”ื“ื’ืžื™ื ื”ืื—ืจื™ื
(ืืœื” ืฉืœื ืจืฉื•ืžื™ื ื‘ ) ื‘ืžืฆื‘ ืžืงื•ืžื™. ืืคืฉืจื•ืช ื–ื• ืื™ื ื” ืชื•ืืžืช -ื–.
ืฉืœื— ื—ื™ื™ื‘ ืœืจืฉื•ื ืฉืžื•ืช ื—ื•ืงื™ื™ื ืฉืœ ื“ื’ืžื™ื ืž , ื›ืœ ืื—ื“ ืžื•ืคืจื“ ืขืœ ื™ื“ื™ ื›ืœ ืื—ื“
ืชื• ืจื•ื•ื— ืœื‘ืŸ (ืœืžืฉืœ ืชื• ื—ื“ืฉ).

--ืžืขื‘ื“
ื”ื’ื“ืจ ืืช ืžืกืคืจ ื—ื•ื˜ื™ ื”ืขื‘ื•ื“ื” ื”ืžืงื‘ื™ืœื™ื ืœ . ื›ื‘ืจื™ืจืช ืžื—ื“ืœ, Infernal ืžื’ื“ื™ืจ ื–ืืช
ืœืžืกืคืจ ืœื™ื‘ื•ืช ื”ืžืขื‘ื“ ืฉื”ื•ื ืžื–ื”ื” ื‘ืžื›ื•ื ื” ืฉืœืš - ื›ืœื•ืžืจ, ื”ื•ื ืžื ืกื”
ืœืžืงืกื ืืช ื”ืฉื™ืžื•ืฉ ื‘ืœื™ื‘ื•ืช ื”ืžืขื‘ื“ ื”ื–ืžื™ื ื•ืช ืฉืœืš. ื”ื’ื“ืจื” ื’ื‘ื•ื” ืžื”-
ืžืกืคืจ ื”ืœื™ื‘ื•ืช ื”ื–ืžื™ื ื•ืช ื”ื•ื ื‘ืขืœ ืขืจืš ืžื•ืขื˜ ืื ื‘ื›ืœืœ, ืื‘ืœ ืื•ืœื™ ื›ื“ืื™ ืœื”ื’ื“ื™ืจ ืื•ืชื• ืœ
ืžืฉื”ื• ืคื—ื•ืช. ืืชื” ื™ื›ื•ืœ ื’ื ืœืฉืœื•ื˜ ื‘ืžืกืคืจ ื–ื” ืขืœ ื™ื“ื™ ื”ื’ื“ืจืช ืกื‘ื™ื‘ื”
ืžืฉืชื ื”, INFERNAL_NCPU. ืืคืฉืจื•ืช ื–ื• ื–ืžื™ื ื” ืจืง ืื Infernal ื”ื™ื“ื•ืจ
ืขื ืชืžื™ื›ื” ื‘ืฉืจืฉื•ืจื™ POSIX. ื–ื•ื”ื™ ื‘ืจื™ืจืช ื”ืžื—ื“ืœ, ืืš ื™ื™ืชื›ืŸ ืฉื”ื™ื ื›ื•ื‘ื” ื‘-
ื–ืžืŸ ืงื•ืžืคื™ืœืฆื™ื” ืขื‘ื•ืจ ื”ืืชืจ ืื• ื”ืžื—ืฉื‘ ืฉืœืš ืžืกื™ื‘ื” ื›ืœืฉื”ื™.

--ื“ื•ึผื›ึธืŸ
ืœืื™ืชื•ืจ ื‘ืื’ื™ื ื‘ื’ืจืกืช ื”ืžืืกื˜ืจ/ืขื•ื‘ื“ ืฉืœ MPI: ื”ืฉื”ื” ืœืื—ืจ ื”ืชื—ืœื”, ื›ื“ื™ ืœื”ืคืขื™ืœ ืืช
ืžืคืชื— ื›ื“ื™ ืœืฆืจืฃ ื‘ืื’ื™ื ืœืชื”ืœื™ื›ื™ ื”ืžืืกื˜ืจ ื•ื”ืขื•ื‘ื“ื™ื ื”ืคื•ืขืœื™ื. ืœึดืฉืึฐืœื•ึนื—ึท
ืื•ืช SIGCONT ืœืฉื—ืจื•ืจ ื”ื”ืฉื”ื™ื”. (ืชื—ืช gdb: (gdb) ืื•ึนืช SIGCONT) (ืจืง
ื–ืžื™ืŸ ืื ืชืžื™ื›ืช MPI ืื•ืคืฆื™ื•ื ืœื™ืช ื”ื•ืคืขืœื” ื‘ื–ืžืŸ ื”ื”ื™ื“ื•ืจ.)

--ืžืคื™ ื”ืคืขืœ ื‘ืžืฆื‘ MPI master/worker, ื‘ืืžืฆืขื•ืช mpirun. (ื–ืžื™ืŸ ืจืง ืื MPI ืื•ืคืฆื™ื•ื ืœื™
ื”ืชืžื™ื›ื” ื”ื•ืคืขืœื” ื‘ื–ืžืŸ ื”ื”ื™ื“ื•ืจ.)

ื”ืฉืชืžืฉ ื‘-cmscan ื‘ืื•ืคืŸ ืžืงื•ื•ืŸ ื‘ืืžืฆืขื•ืช ืฉื™ืจื•ืชื™ onworks.net


ืฉืจืชื™ื ื•ืชื—ื ื•ืช ืขื‘ื•ื“ื” ื‘ื—ื™ื ื

ื”ื•ืจื“ ืืคืœื™ืงืฆื™ื•ืช Windows & Linux

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