Reconstructing evolutionary history

Can I infer the past from present day observations?

Assumption 1: Genes are passed on vertically from ancestor to offspring

Assumption 2: A gene is not invented twice

Analysis

In this exercise, we will extract the sequences of a subset of orthologs for two PCD gene families from our interactive webtool. We will align these sequences and calculate a phylogenetic tree. This tree will then help us to better understand the evolutionary history of the gene family

Task 1: GH27_QRW17738.1

  1. Extract the sequences of GH27_QRW17738.1 orthologs for the following taxa:
    GH27_QRW17738.1_taxa.txt
    Rhizoctonia solani
Aspergillus oryzae
Trichomonas vaginalis
Cordyceps militaris
Bradysia coprophila
Hydra vulgaris
Notolabrus celidotus
Homo sapiens
  2. To get the sequences click on the dot in the columns of the respective species in the GH27_QRW17738.1 row (use the search boxes on the left to find them!).
    • In the bottom left corner, you can click on “Detailed plot”, opening up a window with more information that also contains the sequence.
    • If no sequence is shown, look at the barcharts on the top of the page. Click on the highest barchart to select one gene from the available options. This will give you the sequence
    • Save the sequences in a FASTA file (use the species name in the FASTA header!)
  3. Align the sequences using ClustalOmega
  4. Inspect the distance tree generated by ClustalOmega. What can you learn?

GH27_QRW17738.fa

GH27_QRW17738.fa

GH27_QRW17738.fa
>GH27_QRW17738.1|RHISO@456999@016906535_1|XP_043177975.1|1
MIGIPVATFIFLGCAIGIVDAQQPLYTQCGGMVGRSPHHYECCASAIGCWTQSPVGKTPALGWNSWNAYQGNINEAKIRAAADALVSLGLKDAGYNYVNIDDCWSNITGRDVGTSRIKPDLNKFPNGIKSVADYIHSLGLLVGIYSDAGTLTCAGFPGSLGYENIDAQTFAEWGIDYLKYDNCNVPSNWTDTYGGPDFDWYNSNSGIRYRQMTSALASVASIRPIQYGICNWGNADVWTWGSRVGHSWRMSGDSSASWSYITSIIARNTNYLNYVEFYGHNDMDMMEIGNGALTINEQRTHFAMWVALKSPILLGTDLSKLNATQLAIIKNAELLAFSQDTTVGAPAKPYKSGTTTPPEYYTGKSAKGTHVFIMNVGSAPASKIVTFSEVTGLTCTSCKVHDMWTGKGKCIFSHTTTIVFNCGLL
>GH27_QRW17738.1|ASPOR@510516@000184455_2|XP_001820370.1|1
MQRYISLSVSLSLLSGANALVRPDGVGRLPALGWNTWNAFGCDIDASKVLTAAEETINLGLKDAGYEYINIDDCWSVKSGRDPNTKRIIPDSAKFPDGISGVASKIHDLGLKVGIYSSAGTETCAGYPASLGYEKIDAESFAEWGIDYLKYDNCGVPTNWTDTYTHCVPDNSNGSKFPNGTCPDISNPAPTAYDWSSSNTAQRYNAMRDALLGVNRTILYSLCEWGQADVNTWGNGTGNSWRTTGDITPDWSRIVEIANENSFLMNYADFWGYPDPDMLEVGNGNLTLEENRAHFALWAAMKSPLIIGTALDSINEEHLAILKNKPLLSFHQDPVIGRPAYPYKWGYNPDWTFDPAHPAEYWSGPSSTLGGTLVLMFNSEDSAKHRTAVWSEIPELKDSAEKGSGYRVTEIWTGEDLGCVKDQYDVELQSHDIAALVVGESC
>GH27_QRW17738.1|TRIVA@412133@000002825_2|XP_001315888.1|1
MLISFLQLATSTEYETPTMGWSSWNTYRVHISEELIKKQATAMAEKGLKEKGYKYINIDDGYFGGRNETTGQLLINPERFPNGLEPVVTHIHNLGFKAGIYSDGGRNTCGNYYDADVLGKGVGLYAHDDQDADLFFNTLQFDFIKLDYCGGDPNQNSERLNLDEQTRYTSIRKALNKITRSIRVNVCRWAYPGSWVTKLATSWRISSDIENNFDAIKRLINVNMFYSAYAVEGHYNDMDMLEVGRGMSDDEDKTHFGMWCIMSSPLLIGCDMTTIKDSTLELLKNEELIALNQDPLALQAQLVETQSNTFIFVKDILEYHSTTRAFAVYNPSDSEQTVNINFESLGLSGNIKVRDVYAKSDVGTYPSSQPFSVKVNKHGTRIFTISGETRLEQVRYEAENSWIERGSAITSAQVARVDSDSLCSLGHKVTYIGGNENDNYIEWRDVYSQNGGKYNMKIAFLSGEDRILRVIVNGKTNVLKLNAGSWTAVGTKTIEIELQKGSNVIRMDNPISFAPDIDYFEITPV
>GH27_QRW17738.1|CORMI@983644@000225605_1|XP_006673409.1|1
MGFLAALSSASPYSSILDLASTMKSQLVLASAAGLATSTHVDLPLPPMGFNNWARFTTHINQSIFTDAATSMAANGMLAAGYNRLNLDDAWSTHERAANGSMVVDSVKFPQGLSWLAAFIKDKGFIPGIYTDSGTLSCGQYPAAYGHEAIDLQDFSDWGYEYLKLDGCNVPGEDEAAYRRVYFDVWRELLLTFPKPVVFSNSAPAYFCGADNLTDWYSIMGWAQQMGQLARHSYDIINYDSKGSAWDSLMTNYNQHVRLARYQRPNFFNDPDFLNTDHPNYTLEEKKTHMALWSSFSAPLIVSADIPNLKKEELEILLNKDLIAIDQDPLVQQATLVSSSPDWDVLSKNLANGDRVLTILNKAGKAGDYTVPWARIGIQTDRISPDTALSVKDLWTGKTEQVKISAGGITAKNVGPHGTFVYRISGRMGGSSHPIVLPTGLIFNTFSLKCLSDDKSGKVAWKTCDGSDGQTWTVSDEGRVHSLLRPNECLADVQGKLLSRHSGCRTDAWKYYNSGNLVNGNSNRCLTEGAAGAASVSDCGYATNEQVIGLPVGAKVIEVDYYANK
>GH27_QRW17738.1|BRACO@38358@014529535_1|XP_037033872.1|1
MFSASVIIVCVLVTSQVYALENGLARTPPMGWMTWQRFRCTTDCNIFPNDCISENLIKRTVDALVRDGYRDAGYEYVIIDDCWPEMERSSEGLLVPDKNRFPSGMKALSDYIHARGLKFGIYQDYGTKTCAGYPGIIGYQELDAILFASWGVDYVKLDGCYSEPESMDEGYVSFGQLLNKTGRPMVYSCSWPVYQEEKGIEPNFTLISEHCNLWRNWDDINDSWSSLASIADYFAKNQERIQRFAGPGHWNDPDMLLIGNFGLSLEQSKVQMSLWAILAAPLLMSNDLDTIRPEFKDILLNREILSINQDPLGIQGTRVKVIDNIEIWTRPILPRTDSSHSFAVAYVSLRTDGAPHRIQLNLVDIGLTNLGGYVEMDVFEDTVSPTVKYPETLSSVIVNPTSCVLHKFVAL
>GH27_QRW17738.1|BRACO@38358@014529535_1|XP_037037659.1|0
MIYPRSPPHIVLIILSLLAVAYHINGLDNGLARTPPMGWLSWERFRCNTDCEGDPDNCISENLFRTMADLVVSEGYAALGYEYINVDDCWLEKSRGPQGQLVADRKRFPRGMRSLSDYVHSKGLKFGIYEDYGNYTCAGYPGIIGYGRSDAQQFADWNVDYVKLDGCYSLPLDMDQGYPEFGRHLNSTGRQMIYSCSWPVYQIYAGISPNFSSIIEHCNLWRNYDDIQDSWASLETIIDYYGNNQDAIVPNAGPGHWNDPDMLIIGNFGLSYEQSKTQFALWAIMAAPLLMSVDLRTIRPEFKAILQNQKIIAVDQDPLGIQGRRIYKHKGIEIWSRPITPIYQTYYSYAVAFVNRRTDGTPSDVAVTLRELGLQSPTGYRVEDLYEDVNYGILSPNTKIKVKVNPSGVVILSAHVQPERITRTTYNPLNYYHVK
>GH27_QRW17738.1|BRACO@38358@014529535_1|XP_037037657.1|0
MIMIYPRSPPHIVLIILSLLAVAYHINGLDNGLARTPPMGWLSWERFRCNTDCEGDPDNCISENLFRTMADLVVSEGYAALGYEYINVDDCWLEKSRGPQGQLVADRKRFPRGMRSLSDYVHSKGLKFGIYEDYGNYTCAGYPGIIGYGRSDAQQFADWNVDYVKLDGCYSLPLDMDQGYPEFGRHLNSTGRQMIYSCSWPVYQIYAGISPNFSSIIEHCNLWRNYDDIQDSWASLETIIDYYGNNQDAIVPNAGPGHWNDPDMLIIGNFGLSYEQSKTQFALWAIMAAPLLMSVDLRTIRPEFKAILQNQKIIAVDQDPLGIQGRRIYKHKGIEIWSRPITPIYQTYYSYAVAFVNRRTDGTPSDVAVTLRELGLQSPTGYRVEDLYEDVNYGILSPNTKIKVKVNPSGVVILSAHVQPERITRTTYNPLNYYHVK
>GH27_QRW17738.1|BRACO@38358@014529535_1|XP_037050710.1|0
MWSKILSFVLLLWQQNKCLVDALDNGLALTPPMGWMSWQRFRCIIDCDLYPDECISERLFKTAADVIASEGYKDVGYEYVIIDDCWLESERDNVTKELVPDRKRFPNGMKALADYVHSKGLKFGIYENYGAKTCEGYPGIIDHMELDAKTFAKWDVDYIKVDGCYADYLDYDVGYPEFGRLLNKTGRPMVYSCSWPVYQEIKGLTPDYEALKQHCNLWRNWKDIQDSYESLRNITEYFAVNQSRIQPHAGRGHWNDADMLLIGNYGLSIDQSKTQMAIWAVIASPLIMSNDLKNIRPEFKEILLNKEVIDVSQDELGVQGIRKRFEARIETWMRPIKPIVNGELSYAIAWSSKRIDGAPFTVSANVGSLKLTNANGYRVTDLFNKNRFVMDILPAQNITVRVNPSGVVFYKFTAK
>GH27_QRW17738.1|HYDVU@6087@000004095_1|XP_002159485.2|1
MLYLLIISQIVGLYTLDNGLARTPPMGWLQWERFRCIIDCETYPDQCISENLFKRTADKLVSDGYAKLGYKYVNIDDCWPELQRDLDGNLVADKKRFPNGIKALADYIHNHGLKMGIYTDFGTLTCGGYPASIFHMQKDTQIFSNWGVDMVKLDGCYACESLYADGYKAFGWYMNQTERPMLYSCSWPAYVEKNKFDXLLIGDYSLSESQSKVQFALWSILAAPLFISADLDTMKQWQKDILLNEEIIAVNQDVLGKMGRRVYKDNNQQNWVRYLDNNAAAVAIMSLRTDIPVYMEVTFSSINMKGPFHVRDLFLHEDLGVFNTSFKAIVDPVGVVMVKLTPMA
>GH27_QRW17738.1|NOTCE@1203425@009762535_1|XP_034555657.1|1
MHLAVFLLASTLSAITFALDNGEMRTPPMGWLAWERFRCDIDCKNDPKNCISENLFIDMADRLAEDGWRELGYTYVNIDDCWASMERDENGRLQADPKRFPGGIPRLSRYMHDRGLKLGIYGDMGTHTCGGYPGTPLDKIEVDAQTFADWEVDMLKFDGCYSNASEQEKGYPLMSKALNATGRPIGYSCSWPAYQGGLPPKVNYTQLGEICNLWRNYGDIQDSWGSVLSIADWFFENQDILIPAAGPGRWNDPDMLVVGDFGLSMDQSRSQMALWAIMAAPLFMSNDLRTISSGARNILQNKMIISINQDPMGIQGRRIVKEKSHIEVFWRSLSNGASALVFFSRRTDMPYRYQTSLSKLNYTTGSYKIYDVYTDQTTMLKDTTNFVVSVNPTGVVMWYVSAPAKLHERHFYKSGNLMESVHRGDENTIPRVFL
>GH27_QRW17738.1|HUMAN@9606@000001405_39|NP_000160.1|1
MQLRNPELHLGCALALRFLALVSWDIPGARALDNGLARTPTMGWLHWERFMCNLDCQEEPDSCISEKLFMEMAELMVSEGWKDAGYEYLCIDDCWMAPQRDSEGRLQADPQRFPHGIRQLANYVHSKGLKLGIYADVGNKTCAGFPGSFGYYDIDAQTFADWGVDLLKFDGCYCDSLENLADGYKHMSLALNRTGRSIVYSCEWPLYMWPFQKPNYTEIRQYCNHWRNFADIDDSWKSIKSILDWTSFNQERIVDVAGPGGWNDPDMLVIGNFGLSWNQQVTQMALWAIMAAPLFMSNDLRHISPQAKALLQDKDVIAINQDPLGKQGYQLRQGDNFEVWERPLSGLAWAVAMINRQEIGGPRSYTIAVASLGKGVACNPACFITQLLPVKRKLGFYEWTSRLRSHINPTGTVLLQLENTMQMSLKDLL
>GH27_QRW17738.1|HUMAN@9606@000001405_39|NP_000253.1|0
MLLKTVLLLGHVAQVLMLDNGLLQTPPMGWLAWERFRCNINCDEDPKNCISEQLFMEMADRMAQDGWRDMGYTYLNIDDCWIGGRDASGRLMPDPKRFPHGIPFLADYVHSLGLKLGIYADMGNFTCMGYPGTTLDKVVQDAQTFAEWKVDMLKLDGCFSTPEERAQGYPKMAAALNATGRPIAFSCSWPAYEGGLPPRVNYSLLADICNLWRNYDDIQDSWWSVLSILNWFVEHQDILQPVAGPGHWNDPDMLLIGNFGLSLEQSRAQMALWTVLAAPLLMSTDLRTISAQNMDILQNPLMIKINQDPLGIQGRRIHKEKSLIEVYMRPLSNKASALVFFSCRTDMPYRYHSSLGQLNFTGSVIYEAQDVYSGDIISGLRDETNFTVIINPSGVVMWYLYPIKNLEMSQQ
>GH27_QRW17738.1|HUMAN@9606@000001405_39|NP_001349777.1|0
MLLKTVLLLGHVAQVLMLDNGLLQTPPMGWLAWERFRCNINCDEDPKNCISEQLFMEMADRMAQDGWRDMGYTYLNIDDCWIGGRDASGRLMPDPKRFPHGIPFLADYVHSLGLKLGIYADMGNFTCMGYPGTTLDKVVQDAQTFAEWKVDMLKLDGCFSTPEERAQGYPKMAAALNATGRPIAFSCSWPAYEGGLPPRVNYSLLADICNLWRNYDDIQDSWWSVLSILNWFVEHQDILQPVAGPGHWNDPDMLLIGNFGLSLEQSRAQMALWTVLAAPLLMSTDLRTISAQNMDILQNPLMIKINQDPLGIQGRRIHKEKSLIEVYMRPLSNKASALVFFSCRTDMPYRYHSSLGQLNFTGSVIYEAQDVYSGDIISGLRDETNFTVIINPSGVVMWYLYPIKNLEMSQQ
>GH27_QRW17738.1|HUMAN@9606@000001405_39|NP_001349779.1|0
MLLKTVLLLGHVAQVLMLDNGLLQTPPMGWLAWERFRCNINCDEDPKNCISEQLFMEMADRMAQDGWRDMGYTYLNIDDCWIGGRDASGRLMPDPKRFPHGIPFLADYVHSLGLKLGIYADMGNFTCMGYPGTTLDKVVQDAQTFAEWKVDMLKLDGCFSTPEERAQGYPKMAAALNATGRPIAFSCSWPAYEGGLPPRVNYSLLADICNLWRNYDDIQDSWWSVLSILNWFVEHQDILQPVAGPGHWNDPDMLLIGNFGLSLEQSRAQMALWTVLAAPLLMSTDLRTISAQNMDILQNPLMIKINQDPLGIQGRRIHKEKSLIEVYMRPLSNKASALVFFSCRTDMPYRYHSSLGQLNFTGSVIYEAQDVYSGDIISGLRDETNFTVIINPSGVVMWYLYPIKNLEMSQQ

Task 2: GH28_QRW23661.1

  1. Repeat the analysis using GH28_QRW23661.1 and the following taxon set:
    GH28_QRW23661.1_taxa.txt
    Spodoptera litura
Rhizoctonia solani
Rhagoletis zephyria
Bradysia coprophila (XP_037032572.1)
Protomyces lactucae-debilis
Pyricularia oryzae 70-15
Arcicela rosea (WP_367284634.1)

GH28_QRW23661.1.fa

GH28_QRW23661.1.fa 

>WP_367284634.1 glycoside hydrolase family 28 protein [Arcicella rosea]
MKKRISLLIAISSAMFCNSLVAQKTPTYSWKNLPKIVQPTFAKDTFNVTKFGAKPDGITLNTQAINDAIT
ACSKKGGGVVLVPNGMWLTGPIVLKSNVNLHIRKAATLLFTEDKSQYPLVEGSYEGKSAARNQSPISATN
QENIAITGQGIIDGSGDVWRAVNKAQLTESEWNAKKASGGVLKANGLTWYPSEQFMKASVENRSMLLKDG
VSLQSFADMKDFLRPNLLVITKCKKVLLEGVTFQNSPAWCLHPLMSENLTLRNLTIKNPEYAHNGDGMDI
ESCKNFLVDGCTIDVGDDAICIKSGKDEEGRKRGMPTENGIIRNCIVYNGHGGFVVGSEMSGGARNIFVY
DCTFAGTDKGLRFKSVRGRGGIVENIYAKNIFMKDIAQEAIFFDMYYFVKFATDSPRDERPVVNEGTPIF
RNMKFENIVCKGANKGIFVRGLSEMPIQNIQMSNIVLDTKIGAEFIDASNITLEKVTLISENTKPVISVN
NSDGLTFNTIQYKANAELLFAIAGERSKAIQILQTDSSKAQKQIEFTEGATKEAITVSTGK
>GH28_QRW23661.1|PYROR@242507@000002495_2|XP_003719232.1|1
MKLSSLLAMLGVATTATAFMPADRPRNAQEFRAKHPVARRADSGCRRRFTPRASTHDLDDVSAEFEQAVRDANNGGTVHLPKDQLFVIGKPLDLTFLNDIHVKLEGTIRFTNDTPYWQANAFYHPFQRSLMFWKWGGKDIKIYGEGVLDGNGQRWWNEFSGLEILDPDNPYLRPVLFYAENTTNLHVEGIFMKDSPVWHNFVVTSKDVTYKDVIIEAISNNATSPPKNSDFFNSLNVDGVTVERVWVNIGDDCFSPKSNTSNVHVNTMYCNGTHGQSMGSLGQYEGEVSIVENVLIENVALLNGDNGARLKIWAGESVGSGWIRNVTFRNFYAANLDFVARLDSCYFNIPSETCNRFPSKMSIQDITFENFSGTTSGKNGDAVARLTCSTSPDAVCENVVFKNFNITSPCGGAPVVICDGITGLQHGCVAFDSAEAKAAMDNKCKAPVASIEPPWPVRDWRNSK
>GH28_QRW23661.1|RHISO@456999@016906535_1|XP_043183898.1|1
MLSAILAVALGAAVALASKTGVKTQTCIVPSHGNVNISDTPAVHATFKKCGKGGHIIFSENTNYTLRELTTMTPCIGCTVQLEGTIQMADNITYWLKNETTNTPNITAETFPHLVYYPFQDTVAYLILKDWSHSTLVSKTGKGLIDGLGQLWWDAAVGQQILLPGTLRRPVLFTLDGANNVTVDNVTMRNPANWFNWVTDSSNVVYKNIRLSALSANKNPPANADGWDTYRTSHFELRDSHIVSGDDCFAFKPNSTYITIENVYCQNSHGVSVGSLAQYPGVLDIVEHVKVKNVTFVGNGDSSSNGARIKIWSGPVGSAIVNDIHYEDLRVENVTNPLVVDSCYFSSAYCATGKPVATITNVTVTNITGTSTGKVVSSIICPEGSTCDIKLKNVNIVPKTGVAPVYRCFSVASEDLGVNCTYPTIVNGAFKWPA
>GH28_QRW23661.1|PROLA@2754530@002105105_1|XP_040722516.1|1
MLPQHCAIAAAWLQLLSLGYATAQGLSISSSHLLTSNAAVKPNPTEANVAPKVCSIKANMNGISKDLLQAAQACKSNGHIIIEAGDSLIDNVVVMADLKDVTISIQGTLHLKADPVFWAQNAYKHDLVNFQNSSAAILFRDCEGLKFGGAEVFKTGSTIIGYGAPFWSAYLADNTIMRPNLVTLQRCTNCEISNLRFLDTPKWAMYVTDSDHVNIHDMMIQSIGGSVMAMNTDGIDIRNSTNVEFHNNYIDNTDDCVAIKGMCSNIYVHDIICGSKTAGVAIGSLGNIVGVNEFVKDVVIQDVLISGTPRGGIRIKIWPGNRVKAKELLGGGGLADVHNITASRIHTSDNSQALYIDTCYSLGRTNSNCYGYPSLGTITDVTIDGIYGTSPTGSFGHVLCSNPSKCQNIKINNVIMATAVDTASGIGTTAVLNTVGVPPSILSGAPADIGLFDLSLPNGCYLERAAYATDSTPVPYFAPKPRDRPLGYLDGVPKTPADCLQPGSKWWLAQGQPSDFTLSTTSYKPPVYPKVHLSQIPASRVKVSPAFPKNG
>GH28_QRW23661.1|RHAZE@28612@001687245_1|XP_017491101.1|1
LNPVVVQINDSSHIIVSDLTFINSPWFTVAPYRSEYVTIDHVTVKNPSNAPNTDGIHPEACHHVVISNCFVSTGDDGIVITSETDKNTNAKYSSENITVNHCTVHSGHGGIVIGSAISGDVRDIHAHNLHFEGTLRGVRLKSTRDHGGIVENIYIKDITMKNISDEGITISAFYDVKNFDPHNIPSKTFDVSKTPTFRNIHLTNVTGDSKLGLQIVGLPEKHFDKIELKQVHLVAKKEEIIVNADHVLKENFIYKIDKHLHDN
>GH28_QRW23661.1|BRACO@38358@014529535_1|XP_037032572.1|0
MKNLITIATFIGSVLTSQLLPLPTQFFSSRLGDSAPLDKKFIVENCDYNGRLLAFSIENCTDTEGICNIVTKREYNVNITFEPSVSTSNLIWRVIFNINGQDQVLVERPIYEHVQPGVTYTLFNTFAFGFENEGLSFPATFQIIDASTERAEICHSAVLDVNSWHMVPEILSRIKAPIFPDRDFDITTYGAVPDGETDNTEAFSRAIVHCHLLGGGRVVVPPGVFLSSAITLLSNVNLHLKEGSTILFTQNTTAYPNVFTRLGGLELINFSPFIYAFGAENIALTGSGVLNGNADCEHWWPWKGRNNNLELLCGIIEGFPTEEADVAALTEMAERNVPVEERIFGEGHFMRPVFVQPYNSKNILIEGVTFLRSPNWILNPVLCENVIVRGVTINSTGPNSDGCNPESSKDVLIENVKFITGDDCIAVKSGRNADGRRINVKSENIVIQNCEMENGHGGFTIGSEISGGAQNIFCQNCSMNSPQLEQGLRFKNNAVRGGLIEDIYIRNIHIPELYTGTSASRGMVLSIDFFYEEGPNGNYPPVVRNVDIRNVTALKSNYALYLRGFPTDQITNVRLYDCHFNGVVRGSVIEHVENLGLFNVTVNGDVIEVPAV
>GH28_QRW23661.1|SPOLI@69820@002706865_1|XP_022836218.1|1
MFCNSLVAQKTPTYSWKNLPKIVQPTFAKDTFNVTKFGAKPDGITLNTQAINDAITACSKKGGGVVLVPNGMWLTGPIVLKSNVNLHIRKAATLLFTEDKSQYPLVEGSYEGKSAARNQSPISATNQENIAITGQGIIDGSGDVWRAVNKAQLTESEWNAKKASGGVLKANGLTWYPSEQFMKASVENRSMLLKDGVSLQSFADMKDFLRPNLLVITKCKKVLLEGVTFQNSPAWCLHPLMSENLTLRNLTIKNPEYAHNGDGMDIESCKNFLVDGCTIDVGDDAICIKSGKDEEGRKRGMPTENGIIRNCIVYNGHGGFVVGSEMSGGARNIFVYDCTFAGTDKGLRFKSVRGRGGIVENIYAKNIFMKDIAQEAIFFDMYYFVKFATDSPRDERPVVNEGTPIFRNMKFENIVCKGANKGIFVRGLSEMPIQNIQMSNIVLDTKIGAEFIDASNITLEKVTLISENTKPVISVNNSDGLTFNTIQYKANAELLFAIAGERSKAIQILQTDSSKAQKQIEFTEGATKEAITVSTGK

Summary and Discussion

cellulase_all.extended.fa.gz

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