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uuid
stringlengths
8
8
name
stringclasses
17 values
design_set
int64
1
10
intended_toxins
stringclasses
8 values
format
stringclasses
2 values
length_aa
int64
55
234
sequence
stringlengths
55
234
binder_against
stringclasses
4 values
Cn2_Adaptyv_result
stringclasses
2 values
Cn2_Adaptyv_KD_nM
float64
3.1
350
⌀
Cn2_Twist_result
stringclasses
4 values
Cn2_Twist_KD_nM
float64
1.7
2.71k
⌀
Ts1_Adaptyv_result
stringclasses
2 values
Ts1_Adaptyv_KD_nM
float64
9.14
807
⌀
Ts1_Twist_result
stringclasses
4 values
Ts1_Twist_KD_nM
float64
28.1
2.05k
⌀
AaHII_Adaptyv_result
stringclasses
2 values
AaHII_Adaptyv_KD_nM
float64
21
3.44k
⌀
AaHII_Twist_result
stringclasses
4 values
AaHII_Twist_KD_nM
float64
1.68
29.1k
⌀
AaHI_Adaptyv_result
stringclasses
2 values
AaHI_Adaptyv_KD_nM
float64
1.65
360
⌀
AaHI_Twist_result
stringclasses
4 values
AaHI_Twist_KD_nM
float64
6.58
30.6k
⌀
LqhIII_Adaptyv_result
stringclasses
2 values
LqhIII_Adaptyv_KD_nM
float64
4.34
199
⌀
KD_note
stringclasses
7 values
CLEC12A_Twist_result_run_1
stringclasses
4 values
CLEC12A_Twist_result_run_2
stringclasses
5 values
Cn2_Twist_Rmax_ratio
float64
0.36
0.91
⌀
Ts1_Twist_Rmax_ratio
float64
0.52
4.17
⌀
AaHII_Twist_Rmax_ratio
float64
0.03
2.49
⌀
AaHI_Twist_Rmax_ratio
float64
0.13
7.36
⌀
02090d8c
Cn2-B4
1
Cn2
single domain
118
SVSFEEALAEALKKQGITLSEEEREILDRLNEIGDVYDKKSLNYPNDKEFKEALLEELGLSDEQKEELKDYNAGTLVIAVAAKKLGLSPEELYELIAKISGDDISARRIAKALEILLK
Cn2
hit
112
hit
48.3
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
0.723
null
null
null
888c8f04
Cn2-B1
1
Cn2
single domain
104
MQELQDKYVEHMKKAYEAYKAKNYKESGKHFKQAIDALVERLEKLAKKFGATEAVKPYIDEIRKAGDELASAVEKGDEKKMQEAIDRIEEALGGFHEALRKVTA
Cn2
hit
3.1
hit
1.7
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
Cn2: both KD are upper limits
no hit
no hit
0.625
null
null
null
8ac202c8
Cn2-B3
1
Cn2
single domain
103
SEFERALTVEGLVDYYREFAEKYGNEEAALQAIRIFERAAEVAEKALKTPGIGFPGAQEVLEAARRAIKEAKEDPIPAVRAFAEVVLPLNKEYGEQINKAEAA
Cn2
hit
162
hit
40.1
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
0.386
null
null
null
66c2cc29
Cn2-B2
1
Cn2
single domain
81
SDVWSEEQQKAKDAIFEAMDTIAEKLAPDLIDKDLNDPEAIALSQEVSVAVRAALKPVVEHLEKGDYDGAAEAARAAAEAV
Cn2
hit
5.57
hit
3.43
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
0.571
null
null
null
05efdf6e
null
1
Cn2
single domain
84
SRKQHIDESLSKEEIVKELVEGSELVLKLAEEMRANGVDPEVIADFLEQALRFIEEVMKKFNIDDPEVKEQLERLREAIAEAKA
null
no hit
null
weak or ambiguous
2,710
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
hit
hit
0.908
null
null
null
c23660b4
null
1
Cn2
single domain
101
SAQLERALKAVEDFAKKYGISKEQLEKAKEIVEEVFREKIPQSKIRALLETMYKNTQSPFIGELLKKYGPGQEYEAFAELVAYTLKKDPELTVDEILSTVR
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
e9a01963
null
1
Cn2
single domain
94
MMKLSDEQIEKIRRYLAGEISIDELSPEEVVYLADYLITLSKGEIEPPFGLTEDQIRKMLEEVARKAEELAKEGKLSESTARRIVERVEEELKK
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
569171b8
null
1
Cn2
single domain
78
PDEIVEILEELQKSSNPNTVLLAKILLEAYKEFKETGEDFGKILLEKTKNLPSTEKVSIPPEDLKKLQEIYETLLKES
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
near background
null
null
null
null
ca06e722
null
1
Cn2
single domain
84
SMEELEQTKKEIEAKVLELSKDPSKENIEKFKEWLEGLTKRFSVDELGELFLHLSKELQKHITDPKIVQEIMEHAAKLYLEKLK
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
5f5b71ad
Cn2-B7
1
Cn2
single domain
74
SEERERLLEAAEYALKHSTDPLVLKIAEAVKAGDLEKLKEIAEEVYKRNLARPGADEELVKKDVEEGLKQFEEA
Cn2
hit
350
hit
580
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
Cn2: Twist Bioscience's KD is approximate
no hit
no hit
0.817
null
null
null
8f127bdf
null
1
Cn2
single domain
55
SKAMRDRFIQRLEKEAEVLEESDPEFAEKLREIARRIRELDPSYEEARELAKNSV
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
3369ca93
null
1
Cn2
single domain
98
GPVLTLDAHSDGTVTITSSRSGKTVTLPADDPRIPQVAADMIIEDQATTVIYKVDGKTVLEVTFPSPEIARKYAELIKEKGGVSASEVRSLGGTMKVY
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
85342f05
null
2
Ts1
single domain
88
ELSDEEWRKLAEITIELLRKKLAEETDPEVQAALQEVIDLLERFLAGELSREELRARITALMERASPESQAVLSEIGDEAFRTFQKLY
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
173c84c2
null
2
Ts1
single domain
100
SELDRIVSLISEAVDLSIKEKLAIEKGDYELAQKYAEKQQVVNRELEKLLSPETLARLQALWDEWEKEVEEKKYSEEEIEERKKTLIEKMREVVAEELAR
null
null
null
no hit
null
hit
17.2
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
01f0df6e
null
2
Ts1
single domain
88
SVEQQKERLIEWLVEKMGLSKEKAEELANQIEQISKDLEERKKGKSDEEILELTNQANKKIYDLLKSYGITSDQVNEQADESLAKKRA
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
a31d8156
null
2
Ts1
single domain
104
MSVEERIEKLAKELASLSPEEVIAILQTDLDNLRKLLDEAREKGVATPEQIKALEDLIGKVEEALRILKENPDLSKEERYEIMKEVLEFAEKNRKALLNTYDKL
null
null
null
no hit
null
no hit
null
weak or ambiguous
110
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
0.522
null
null
c29a9b88
null
2
Ts1
single domain
62
PSKKDMEEALEAARKGDVEKAAEILYKAELKDNSDVELTEEQKALLKEMSRETAEILYELAK
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
82abc3c1
null
2
Ts1
single domain
100
SEILEEARRVADRIVALAAAHPELTRKLLRGELDNPDDPAAQELRRLSARLRELLDKLSPEEQIEILTALYDALGEVLPDEKELIERLKEENVAFINSQA
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
56dd795b
null
2
Ts1
single domain
120
SEFDELLKRADELVEKIKNTDNPEEQIRLIKELAEVMERFIKLVLENPSEERFKAVRDLQVKFREVLRYAVKKLSDEQFVELIVELGKDAKYIDKEALREFLRLLGASDETIEKVLKALE
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
abcdee20
null
2
Ts1
single domain
104
MLTKEEIINIAEEIKDLVMNEVPAVLNDKSLSDEEKQKRLNEINDKMYELFEKLKDYKELYAKFKEIFDQIGKLLVQSTDFSDPALWAEIEKLLDEMVQLAKDY
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
cea7b270
null
2
Ts1
single domain
108
SDDPVERLYKALEEHGYHDLLEKLRYFGKQFTKYVEQGKIDEFIKEFKPVLEEIIEAGKENGFLDEVVAFLELLVRNLESYVKEKNDEEMKPLLDLFRELLERAKSLL
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
5545ab00
null
2
Ts1
single domain
99
GRVVEVFYDGNGKVTVKDLATGREVVGDLNDPESAKAAADLILEAKPAEVIATDKYGNRGVLGPEGAEHLARAIIAKGEGKLDEATYHGNRANALARPA
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
b46280d0
null
2
Ts1
single domain
81
PNLDSEEVIQANKRLKEAIEKLLKENPDISYEELKEFMIKKALELAKELGIETSEEDIRLAAEKYIKELKKEEEARQAALS
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
near background
null
null
null
null
8c613690
null
2
Ts1
single domain
82
SENVKILKEFFKPYLEGELSIRYLLSLKPEDIIANIPGFKPSEEEKKLFIEWFTKFRAEHPNPSLEEFRKWVEEFLKKLEDL
null
null
null
no hit
null
no hit
null
weak or ambiguous
2,050
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
1.165
null
null
bdeffba4
null
3
AaH II
single domain
99
SPADMRERASKETDPDLRLAGLLTAEAIEEINRLTDELVEKVKAGEISAEEAIARLEELKERLIAEARERLTDPTNIESVENAINAQVDEAKKEIRAAA
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
a199ee01
AaHII-B4
3
AaH II
single domain
109
SNSERLSNLIDELIEQKNYEDLAFIAETFGELLAEEARKRGEDEIAEKVRELGKKAAEAALKGDYDSFFKYVSEAAKLAATIYESDEEAEKEFEKIHGRVLEKYEESKK
AaH II
no hit
null
no hit
null
hit
9.14
hit
28.1
hit
21
hit
6.31
null
null
no hit
null
null
null
Ts1: Adaptyv Bio's KD is an upper limit
no hit
no hit
null
4.173
0.541
null
6278a864
null
3
AaH II
single domain
84
SVDEILAELREELLKILNEKSTDRTVEAVKRTIEELNLDPELVAQLALASAKADASEEGSPEWEKYVAKSRELVEQIRKKYGPL
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
bf9f87d6
null
3
AaH II
single domain
86
SHMDALKEQEEKEIERIKQAILDMLASDTAEEDLAHMKEILRKLYEEQGLEEAKKAIEALEAGDYEEAARYILKISKILKAKEEAQ
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
70e95c3a
null
3
AaH II
single domain
88
SSMDAEKALEDRIAELRAQGKTGMASMLQSIKDYLKKEGWTIVEFRQLSDDHFEIVAENKKGEKMTVTISVDPDLGVVNEVSGISPEP
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
bbe37cf8
null
3
AaH II
single domain
95
KLYSIHEIADIAGISSEEALKRNIEVSRAVTAHLDEVAARLRAAGYSDEQIAAIVEAARVAASEAMLAGLKAGKSTEEITAAALAAVEEAVRAAV
null
null
null
no hit
null
null
null
no hit
null
hit
1,290
hit
145
null
null
no hit
null
null
null
null
no hit
no hit
null
null
0.579
null
47dd0a8a
null
3
AaH II
single domain
71
KVYVTPEGKKQAEEVKAIIDEGEAAGLTPREILARLGEKFNVPWLKELDDEEAEETLAKIRQSVDDALAAP
null
null
null
no hit
null
null
null
no hit
null
hit
3,440
hit
65
null
null
no hit
null
null
null
AaH II: Adaptyv Bio's KD is approximate
no hit
no hit
null
null
0.558
null
1296b21d
null
3
AaH II
single domain
85
SPVDLALKTLEEVKEQVKEADISQKVKDSLLKNINRAIEYIKENKDTLSNQQLAEILKSLAIILEDAGLNDAAEKLRKTAEKILA
null
null
null
no hit
null
null
null
no hit
null
hit
3,380
hit
1,850
null
null
no hit
null
null
null
null
no hit
no hit
null
null
0.696
null
a8a3f1f9
null
3
AaH II
single domain
71
SAADAIREALSTRLGMNPTDATLEAIVTEGARAVVDGLLEEARKRKQVISDEAEASLREAAELAEATLASL
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
31723df8
null
3
AaH II
single domain
102
SNAPLSPEEKALLEKQKKFYEENKDEVIELAREGMRLQGFSDEEIEERIKKIEEYVKKGDYRPLITSALAGAIALGDWETVEKLKSLLSPAEQKQVDYFLSK
null
null
null
no hit
null
null
null
no hit
null
no hit
null
hit
2,730
null
null
no hit
null
null
null
null
no hit
no hit
null
null
1.491
null
d2a254ba
AaHII-B1
3
AaH II
single domain
95
ATPEAIERSLKLADEFVEIAKTLPVEDQAVLAVASEISAKRAEPGSPARIADQYVADKLREWVLSQGKQDVLDRVRALPEEEVIARAQAIVDSLD
AaH II
no hit
null
no hit
null
no hit
null
no hit
null
hit
78.1
hit
1.68
null
null
no hit
null
null
null
null
no hit
no hit
null
null
0.562
null
4fcc0f88
null
3
AaH II
single domain
75
MLPSVDELLQQIVDAIKAGDFDKAVELLEEAQKQYSDKQLDELARKFQELIDSGEISKEQAEAFNKAWTAYIESL
null
null
null
no hit
null
null
null
no hit
null
no hit
null
hit
2,230
null
null
hit
6.58
null
null
null
no hit
no hit
null
null
0.549
1
1578f84e
null
4
AaH I
single domain
72
SSEAEARAQEIIDWMDKHPEEVELSDADSYEQGAAAAEKVVATSTDPELIEKAKVDAEVGRMVAAWIREKLG
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
near background
null
null
null
null
6da28c32
null
4
AaH I
single domain
100
SKMEEVKKRIADLLARAIDYLNSGDVAGARAKLAELAEIFREDPELARKAADELIDSTDMPEEIKAKLREMMARIEAGDIDGALAKLEEMLAVASTYVLP
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
0c86c52b
null
4
AaH I
single domain
72
SALQRALENIKRLKEWAEEHFKRTGVRFEVLDEEGELAAVHGDQVTLAVRVRIDGEVRTVYVSSDSTRDPLP
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
no hit
null
not assessable (capture <50 RU)
null
null
null
null
not assessable (capture <50 RU)
not assessable (capture <50 RU)
null
null
null
null
917b6d05
null
4
AaH I
single domain
71
MQELIDNVKKSIDALEEYVSNGGKLTPSQIKALQEALKHLEELLKKTKDPALQKQIQENIERIRKLLEKAS
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
hit
360
no hit
null
null
null
AaH I: Adaptyv Bio's KD is approximate
no hit
no hit
null
null
null
null
30fc4a66
AaHI-B1
4
AaH I
single domain
75
SGELTRAAEDAYAAGDNKAYALALKRQVELALTSAGLHDEARKYVGLLEEAAKNNDLEKAVKTTQEAAEVLRRSE
AaH I
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
hit
6.46
hit
26.2
null
null
AaH I: Adaptyv Bio's KD is approximate
no hit
no hit
null
null
null
0.618
23bf54fe
null
4
AaH I
single domain
96
MTKEELLERIREAKRLIQKAAPYLPPLLVTSALAELDRVEKFLEDMIAAGKEEEGISLAWESLREIVQAVIDHLRRNFPNDPEAQKIIKELEELLK
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
99e5450e
null
4
AaH I
single domain
83
SREQQIETTKRLEDALSKLPEALQKKIEDDINARLATAKSLEEKYQAVIDVLQKYIAESTDPAVKAALQEALKAVQDFYNSLK
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
110493ed
null
4
AaH I
single domain
86
SEEFKENAKKAAEWALKQADTVEHAARYGSDEEALRVAEEIAQQAGKDILDIFRKEAERHGPRVGALALADKLREAAKQILESGGL
null
null
null
weak or ambiguous
1,520
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
no hit
0.61
null
null
null
22359df4
null
4
AaH I
single domain
96
GPLSEEELKEVHTELNRLLEEIYDLVKQVKAGKLDPNSEEVKNKIEELTKRAEEVLARFEKAVEDYGKGVMSPEERERIVETIREYIKKLLDEIKK
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
weak or ambiguous
no hit
null
null
null
null
03131527
AaHI-B2
4
AaH I
single domain
93
SMEEKLKELLDEAGKYAEKGIQAVENGDYDTAREYFKKAAEYLEKAAELVTDPQDREIILKEAEKFRELAESEDPQDLEDYLNKLKDYHKKQS
AaH I
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
hit
62.9
hit
57.9
null
null
AaH I: Adaptyv Bio's KD is approximate
no hit
no hit
null
null
null
0.789
97559b03
null
4
AaH I
single domain
105
SSAEQARLAQLLAQYDEALKRLKEAIERAKEVVPDAGKKLKGTGRGPEQISEELEEKLPKDVLEELKKALEDVDSIGGELGDTAPLELRQQLVAASQKFAKSLTE
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
weak or ambiguous
27
null
null
null
no hit
no hit
null
null
null
0.134
4412a3c3
null
4
AaH I
single domain
100
SALEEMKQMASTIPSDASSLEVVAKLREIVNTLMDKYKIPADVAAEINALMAQFEAQTKKLAEAIEKNSPQEVIDQLAKEANALATQMMKKLVDALKAAE
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
b7640b51
null
5
LqhIII
single domain
84
PSKEARELAEEALELAKKSKNPAQRTTLEILAEAALQAKTDEEIEILREAVEKAKEVKNFDEAYELLTETGEKLKAIVDERLDK
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
37b43daf
null
5
LqhIII
single domain
79
SMEDRIEAEAERILAAMEGKSPEEQAQVISDRAPALEEELGPIAAAEVAVRVLERLAARDPIWQPLLDSAREELARLKK
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
dceea244
LqhIII-B1
5
LqhIII
single domain
99
SAGEELAKLIQDSDVEGIYKLLQEHGLTAESSAEDVKKATGASDHVARSSVIMAMAYAAGVSLEKVEDFSLSHPEKFAEVAQKVLEGKMSPAEFKKALE
LqhIII
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
hit
4.34
null
no hit
no hit
null
null
null
null
b033f20c
null
5
LqhIII
single domain
77
MKRFGDIVARVASLGRAEEVELVAEAAVRLGYLPESFTFEEAADVLVDPEELVREMRRLAAERGLEISQEALDAVLA
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
88ef5fe9
null
5
LqhIII
single domain
85
MSPAERQRELDERARELADATFSPDPEVRRRAARELARLVREHGDELSPETLRYVAERAEALTTDPDPEVRNAAAIAGEAAEAAL
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
dbb87a88
LqhIII-B2
5
LqhIII
single domain
78
SMAEDEKIYKDIKDTLLNLGFSEEEAEKLAEILLEMIKQGVIGYDGSSKPEEAKELPEDVREQQRKILEGILKEAEKK
LqhIII
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
hit
40.6
null
no hit
no hit
null
null
null
null
24baf4bf
null
5
LqhIII
single domain
99
MSPVKQEAIELAREIAEKSKDPAVIEAAERLREFVEETDNPSAHVIALEALKAASKIKDPKVQTAVLEEGLRLARAADEGASKEELERLSAALQAAVEA
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
4d787f86
null
5
LqhIII
single domain
91
SQREAAIALLRKAVADVEPSAASSPDNAAFVEILREAIRLLEEEGASLDEVRQKIAELMKKRGLEAGLSEEEATEIAEKTADTIRQAMLAA
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
6fbd27ee
null
5
LqhIII
single domain
78
SAVDKLIEEQLEIARKEFETLMATVKPDPDALYETIFSGFKADVAKLEDEELKKYMIETFSKELQKLRDEAKKKYGFP
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
21c4722c
null
5
LqhIII
single domain
87
SELAAEVERERAEIDKITNKEKLKQLGESYIEEAERLKGSTDPEEQRRYLRALSLALIIAAKVTGKDIVPQSDEELLEIAREALKKL
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
142cb24a
null
5
LqhIII
single domain
76
SRDEEVLERMKKAYEEANGDKVEAARRIGELLEEEYGVKATMTPDGTGFLLSGEPEKLAKARKVLEELGKWIIEQQ
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
a01ae210
null
5
LqhIII
single domain
81
SKEIEELKKIKEILQKIVEDARANGYSLDEILEKIKEELPEDVYEALMKAFERAGVKTREEALAFLEGVIKSIEKSIEFLS
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
ec765866
null
6
Cn2; Ts1
single domain
110
MEEEAERGAQLTVENILDPSKMTVEDLRQTLDRALAKAPAYLATLSAEELRELKRWIEVQTRATLRALDEAEAASTDPNVKARLAEAKRLIEEASRQLLAMIDEELARKE
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
a6a68a39
null
6
Cn2; Ts1
single domain
74
SEEEKKIIDAANKLINSKNPKVQELTRKLIEALQNEDFEEARKILDEIFKVDPSLKPYEKYLRKLIDEAEERSK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
4efbc623
null
6
Cn2; Ts1
single domain
97
SIEEKLKKVVEEGRKVMAQLEASGPAVQALIDKLEELVEKIYRDNPDATREERVKRILEESRKLIDEADITPEQKALLYRLLDLFEEYVKLEKELSK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
346a7f1f
null
6
Cn2; Ts1
single domain
85
SLVEEAARLIKEATRLLLRYHGETDEAAIEEFADSVAKGFLNRVEELEEIPSPEEVYEKAKAVSTDEVARLGAEAAELLIEAKKQ
null
no hit
null
not assessable (capture <50 RU)
null
no hit
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
null
not assessable (capture <50 RU)
not assessable (capture <50 RU)
null
null
null
null
e32555c5
null
6
Cn2; Ts1
single domain
110
SDEKVYQLQAEALELTAELARERGMPQEVVDGLLEAAEMARQGIEPDQSFEQALLAAVEPLLEPVQETLILAKRENLAKEEAVELALKRSGGNELVARITALALEIQDLE
null
no hit
null
hit
750
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
Cn2: Twist Bioscience's KD is approximate
no hit
no hit
0.625
null
null
null
268861a2
null
6
Cn2; Ts1
single domain
74
SMLEEKQYQAAQLLVNSANPEVRALTKELKKALLSEDFEKAREILEEILQVDPSLEPYRPYLLKLIEDAKKRSE
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
ae04db8a
null
6
Cn2; Ts1
single domain
110
SEEERKRAVIEVLEMLAEYLERKGYPQEDVEALRELAELAREGKSPSQEFLTELYKRLSDILDPIGELLTEAHKEGLSVEELKKRVLEVFGGDEILAEAVGLLYRVSGAE
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
0f463bed
null
6
Cn2; Ts1
single domain
94
MSARQLFEEGLRAAQAGDDEKALALFREAAAQAPISPEGAALVEEVRAAAATGDEKALNEAASRASEAFSTEKDEDARIGALAALGVVVLSAKL
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
eade0bd3
null
6
Cn2; Ts1
single domain
72
SIENKDTLLRKLADPAELDRLIAQVREQIAKETDPKRRAHLEQVLAILEKARAGELTPEQAVAEIDRLDSTV
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
d1ce49a2
null
6
Cn2; Ts1
single domain
75
SVLERAKKELEEIRAQLEKMGYLKDPVIKANLDRVEAELEKLSPKEREIVVQSLRDFLEMLKKYGKELIEKLKSR
null
no hit
null
not assessable (capture <50 RU)
null
no hit
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
null
not assessable (capture <50 RU)
not assessable (capture <50 RU)
null
null
null
null
a6efe904
null
6
Cn2; Ts1
single domain
74
SEERKKMYEAAEKLINSKNPKVQELTKKLIEALLNEDFETARKILDEIFKVDPSLKPYRKYLEKLIDEAEERSK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
925ee271
null
6
Cn2; Ts1
single domain
85
SLVEEAAELLREATKLLLRHKGETDEAEIELEAESVQKGFLNRVDSLDEIPSPEEVYQKALSVSTEEVAELAARAAELLRQAKAS
null
hit
null
not assessable (capture <50 RU)
null
no hit
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
null
not assessable (capture <50 RU)
not assessable (capture <50 RU)
null
null
null
null
79a1814e
null
6
Cn2; Ts1
single domain
72
AISDEQLLLEYLSDPEKLDELIAQVEAQIARETDPGKRAHLEKVLAILRQTRAGKLTPQQALEAILALDVST
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
2afea962
null
6
Cn2; Ts1
single domain
72
SISEQDTLLKMLADPAKLAELIAQVRAQIAQETDPARKAHLEKVLAILERTAAGELSPEQAVEEINSLDVST
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
a8411894
null
6
Cn2; Ts1
single domain
83
MEEEIRKLNEKVREADRGIEESYQRMKELKAEAEKETDPEKIEQIVREAVRIHDRALDLAYEVTGSEEEAVKWLHEKYPEFGK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
9d008884
Cn2-B5
6
Cn2; Ts1
single domain
110
TDAKVYALQAEALRLLAELARSEGMPQSVVDGLLEAARLAEQGIEPPQSFERELLAAVEPLIEPVQDALIEGKKNKLSKEETVKLALERSGGNELQARITALALEIQDLE
Cn2
hit
88.6
hit
49.8
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
0.441
null
null
null
2a608b59
null
6
Cn2; Ts1
single domain
75
SAMEQDRAELARLIAEAERLGLLADPRIRAAFERVEATWESLDDETRRLVLRSIREFLERYKQEGDAYLERLFSL
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
9a8cdc7a
null
6
Cn2; Ts1
single domain
110
MDELEKRGLAVLEKILLGDNPPSIEETQILLNKVKNKLDEYLSTLSIEELKELIERNKRYKEGLKELKEKVLSKIKDPERKAHVEKIIDLYLETLDYIIKKAEERIKELE
null
hit
null
hit
772
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
Cn2: Twist Bioscience's KD is approximate
no hit
no hit
0.531
null
null
null
f7afd975
null
6
Cn2; Ts1
single domain
110
MDEQLKRGIEILKKELLGPNPITVEEMQSLIDRVLSKLDEYLSKLSIEELQDLIKTLEKYNELLEELKKEVLAQISDEEKKKKVTEIIDLMLDANKQIIEKAKKKIEELK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
47d04ba8
null
6
Cn2; Ts1
single domain
110
SSLELSDEEIEENRKILLDALLAAGVDKETAEKIVEEIIKLVKSNKHISFDDIINIFIKHGVTEEQFRKFLELLRDRYLESTQVSPEELKLIDENVEDVINRYREKLAKL
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
367f7a60
null
6
Cn2; Ts1
single domain
110
MDSAALQALFQEFLADPAYWAQLEKELRAIMTKAGMSEEDIDKFLAVLRDPSPSEEQLLEMEAILNKLSDEARKQILGALLDGLIAYARSQGRDDVAAWLEEQKKDILGV
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
b39bbbd3
null
6
Cn2; Ts1
single domain
75
SAKQEALEALDELEETLKKAGADKVPGVQEALERARASIPSLSDKEALVQAESLRETAEQVKKFGVAYVERLKAK
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
fc655cd5
null
6
Cn2; Ts1
single domain
87
SYVPSDEEITKNVVEYLDDLLSLGYSFEEIAQRLRDVLEKEKETVDLSEEDINKLLELIDEIGKSKTKEEALEKLVELAKFVIDTLG
null
no hit
null
weak or ambiguous
879
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
weak or ambiguous
0.356
null
null
null
8382cd8f
null
6
Cn2; Ts1
single domain
87
SPVPSDEELRAQATEFVDEMLSLGFSLAEIGEYLGKALDRDLSVTSVPAELAERLRALVEQIGAAKSREEAVALLTEAGRLVLDHWS
null
no hit
null
hit
874
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
near background
0.372
null
null
null
b6d46ba0
Cn2-B6
6
Cn2; Ts1
single domain
97
SLEEKLKEVVEEGRRVQKEIENSGQKAIDLMNKLEELVEKIYRDNPDATREERIKRILTESRKLIDEADISPEVKALFRRLLDLFEEYVKLENELEK
Cn2
hit
63.3
hit
53.8
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
0.406
null
null
null
3f0f990a
null
6
Cn2; Ts1
single domain
85
SLVEKAAELLREATKLALRYHGETDEDLIEEEAKSVQKGFLNHVDSLEEIPSPEEVYQKALSVTTEEVAELAKEAAELLIKAKES
null
hit
84
not assessable (capture <50 RU)
null
no hit
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
not assessable (capture <50 RU)
null
null
null
null
not assessable (capture <50 RU)
not assessable (capture <50 RU)
null
null
null
null
c4bf2b3e
null
6
Cn2; Ts1
single domain
83
SLEDLQAFMEKVNKIVEEFKKILERLREVQARYDAGMPEEEVLAEVRKLQIEMDKVLDEAVKLFGSEKKALEFFRKNFPEFFP
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
near background
null
null
null
null
a9ff4905
null
6
Cn2; Ts1
single domain
98
GAMAELARQLAGEDSPETRRVNEALRKVLLGEATPEEAKLVIDYAEKARPTADPALRQVLDYFIALAKKVLGIEAEEPELSPRARKIFDEAVANAKAA
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
weak or ambiguous
31.9
null
null
no hit
null
null
null
null
no hit
no hit
null
null
0.03
null
82c02c9d
null
6
Cn2; Ts1
single domain
110
SPLVDNPPKAIAANPEVTAALKALMAAVEARAPYGSREYIDLLIEALVLAVAKADPSVTEEQKAQAIAKGRAVLTTLEEAEDAAETLLSYLSKKPVETQVAALNAAAEAV
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
27764014
null
6
Cn2; Ts1
single domain
98
MIDTTPVPLRKGPDPAVSLRANELLEKLLRGEATPEEVQNLLAILDSLPTDMDPALREVVDYLKALARKKLGEEVEFPELSPRAQRLLDEIKARVEAR
null
no hit
null
no hit
null
no hit
null
no hit
null
null
null
no hit
null
null
null
no hit
null
null
null
null
no hit
no hit
null
null
null
null
cf8652bc
null
7
AaH II; AaH I; LqhIII
single domain
107
NELVQLELEAIKLSKKLYENGIENTPQEEVDRFIAIQNKIADLIESLINTNSVEEVVKKLSEFIEEVANHYKSQTDDPELIKEIEEAKKENIAKLKSLIEEYRKSQE
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
hit
260
hit
134
no hit
null
AaH I: Adaptyv Bio's KD is approximate
no hit
near background
null
null
null
0.213
9cad7527
AaHI-B4
7
AaH II; AaH I; LqhIII
single domain
107
NELVQLEIEAIELSKKLYENGIENTPQEEIDRFIELQNQIADMIEKLINTNSVEEAVKILSEYINQVADYYKSQTDDPELIKEIEEAKERNIKELKKLIEKYLESKK
AaH I
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
hit
89.8
hit
182
no hit
null
AaH I: Adaptyv Bio's KD is approximate
no hit
no hit
null
null
null
0.572
e9b98778
null
7
AaH II; AaH I; LqhIII
single domain
107
NELVQMELEAIKLSEKLYKLGIENVPKEDVERFIELQNKIADYIEKLILENSVEEAVEELSKFIEDVTNAYIASTDDPELIKELEEAKEFNIQRLEKLIKEYRASLK
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
6e170f78
null
7
AaH II; AaH I; LqhIII
single domain
74
YSDETVKSQKEAIERVANDPELARQVLDSAIANNAPEEGIKVLQEVADLAEAGRAEEAKRLLIDSLSEDLQKKI
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
52a91175
null
7
AaH II; AaH I; LqhIII
single domain
110
MEELRKEASERGNAALQAYKEALSLADIPEELVQEIEDALLQMSKHLEAGDYEGALEELKKVIELLREAARLAEAQGAHDAAAKLREAAKELEKVMELIRELQALEKAAS
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
3d3dff1a
null
7
AaH II; AaH I; LqhIII
single domain
110
MEELRKEASEKGNEALKNLQKALELADIPEELVNKIRQELLAMSRHLEAGDYDGAIEELNKVIELLKEMAKIAESQGKFEAAKKLEEAIENLEKVKELIEELKRLEEQAA
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
fe18e4b2
null
7
AaH II; AaH I; LqhIII
single domain
77
SEDEQLYKELLEAVKKAIKERSKEEVAETVEDQLRGLGYDEEAEEVRKKILEAKSDEEAAEIAAEAYMKMIKELERQ
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
near background
null
null
null
null
96ee6417
AaHII-B3
7
AaH II; AaH I; LqhIII
single domain
74
SAKEQAELVKKVLEEAKKDPSILEEALKTLKENKASEESIKKVEEMLEAIKAKDYAKYEEIFLSNLEEPVKEAL
AaH II
no hit
null
no hit
null
no hit
null
no hit
null
hit
200
hit
3.95
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
0.571
null
1a602e62
null
7
AaH II; AaH I; LqhIII
single domain
77
SSEEELFEQIKKAILEAIKKRSKEEVVETIVEQLKSLGLEEEAEELREKVEKAKTDEEAAEILAEALMKMLKHRELL
null
null
null
no hit
null
null
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
null
null
4eae42fc
null
7
AaH II; AaH I; LqhIII
single domain
74
NPEEWAKRYLEVLKKAKEDPSILEEALETSRRNQASPESIETIERMLEAIKAKDYAEFEKIFIDNLEPPVRAAL
null
null
null
no hit
null
null
null
no hit
null
no hit
null
hit
955
no hit
null
no hit
null
no hit
null
null
no hit
no hit
null
null
0.395
null
End of preview. Expand in Data Studio

Scorpion toxin binder design: data release

Claude designed proteins de novo to bind five scorpion toxins: Cn2, Ts1, AaH II, AaH I, and LqhIII. Two contract research organizations measured binding by surface plasmon resonance (SPR): Adaptyv Bio and Twist Bioscience. Seventeen designs are binders: seven against Cn2, four against AaH II, four against AaH I, two against LqhIII, and none against Ts1. Report: De novo design of protein binders against scorpion toxins with Claude (https://www-cdn.anthropic.com/31ac578806cffd8b3d92d8affe6edc4c04d502e1.pdf). Blog post: https://www.anthropic.com/research/claude-scorpion-toxin-binder-design.

How the scorpion neurotoxin Cn2 acts on sodium channels, how the antibody LR neutralizes it, and how Cn2-B1 competed with LR for Cn2 (60 s, no sound). That Cn2-B1 should neutralize Cn2 as LR does is an expected outcome, not yet tested by patch-clamp recordings in cells.

Start here

design.csv has one row per design: sequence, each lab's result and KD against each toxin, and binder_against. Designs go by eight-character identifiers (uuid), binders also by names (Cn2-B1). Load uuid as text: a spreadsheet turns 946282e8 into 9.46E+13.

Dataset viewer

The default subset is design (one row per design, 211 rows). Every other top-level table and every table in supporting_tables/ is a subset named after its file; the two indexes are sensorgrams_index and structures_index; each subset has one split, full. The per-design folders in sensorgrams/ and structures/ are files to browse or download, as is the film in assets/.

What is in the package

File or folder Contents
design.csv All 211 designs, with both labs' results and binder_against.
in_silico_scores.csv Predicted scores, in the order of design.csv.
Cn2_competition_Twist_Bioscience.csv Competition with the antibodies LR, RU1, and 9004G for Cn2: 16 designs and four controls.
BVP_ELISA.csv Baculovirus particle (BVP) ELISA for polyreactivity: 51 designs.
toxins.csv The five toxins: sequence, family, and design target.
controls.csv The control antibodies at both labs: main screen and reverse BLI.
sensorgrams/ One folder per design and control: picture, traces, and kinetic fits of the main screen, and the follow-up assays where run, indexed in INDEX.csv.
structures/ One folder per design: design model and predicted structures, indexed in INDEX.csv.
supporting_tables/ Twelve tables: how each design was made and expressed; follow-up assays; per-seed scores, interfaces, and thresholds (list in COLUMNS.md).
COLUMNS.md Every file and every column, explained.
LICENSE.md CC BY 4.0.

Getting started

from datasets import load_dataset
import pandas as pd

designs = load_dataset("Anthropic/scorpion-toxin-binder-design", split="full")  # the default subset, design.csv
origin = load_dataset("Anthropic/scorpion-toxin-binder-design", "origin", split="full")  # any other subset by its name
table = pd.read_csv("hf://datasets/Anthropic/scorpion-toxin-binder-design/design.csv", dtype={"uuid": str})  # uuid as text
# the tables only
hf download Anthropic/scorpion-toxin-binder-design --repo-type dataset --include "*.csv" --exclude "sensorgrams/*/*"
# the two folders of one design (888c8f04 is Cn2-B1)
hf download Anthropic/scorpion-toxin-binder-design --repo-type dataset --include "*/888c8f04/*"

Terms, in the report's words

  • We define a hit as a result at one lab indicating that a design binds a toxin or an unrelated protein (CLEC12A or OVA; off-target binding). The design, or the design-toxin pair, is then a hit at that lab.
  • We define a binder of a toxin as a design with 1) a hit against the toxin at both labs, in every replicate, 2) every KD from the main screen at 1 µM or tighter, 3) a fitted maximum response (fitted Rmax) at Twist Bioscience within the theoretical Rmax (the largest response that one toxin molecule per binding site can give), and 4) no signal above background against CLEC12A in either of Twist Bioscience's two SPR runs. For LqhIII, measured only at Adaptyv Bio, a binder needed a hit there in every replicate, a KD of 1 µM or tighter, and criterion 4.

How to cite

Claude Science, Nathaniel Horwitz, James van Geelen, Kat Kajderowicz, Amir Shanehsazzadeh. De novo design of protein binders against scorpion toxins with Claude. October 20, 2026. https://www-cdn.anthropic.com/31ac578806cffd8b3d92d8affe6edc4c04d502e1.pdf.

License

CC BY 4.0 (see LICENSE.md).

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