PaperBLAST – Find papers about a protein or its homologs

 

PaperBLAST

PaperBLAST Hits for tr|Q9HZM8|Q9HZM8_PSEAE Ribonuclease E OS=Pseudomonas aeruginosa (strain ATCC 15692 / DSM 22644 / CIP 104116 / JCM 14847 / LMG 12228 / 1C / PRS 101 / PAO1) OX=208964 GN=rne PE=1 SV=1 (1057 a.a., MKRMLINATQ...)

Other sequence analysis tools:

Find functional residues: SitesBLAST

Search for conserved domains

Find the best match in UniProt

Compare to protein structures

Predict transmenbrane helices: Phobius

Predict protein localization: PSORTb

Find homologs in fast.genomics

Fitness BLAST: loading...

Found 135 similar proteins in the literature:

PA2976 ribonuclease E from Pseudomonas aeruginosa PAO1
100% identity, 100% coverage

PSPTO_3841 ribonuclease, Rne/Rng family protein from Pseudomonas syringae pv. tomato str. DC3000
72% identity, 67% coverage

Psyr_1638 Ribonuclease E and G from Pseudomonas syringae pv. syringae B728a
77% identity, 61% coverage

PP1905, PP_1905 ribonuclease E from Pseudomonas putida KT2440
85% identity, 56% coverage

U876_11735 ribonuclease E from Aeromonas hydrophila NJ-35
58% identity, 74% coverage

VC2030 ribonuclease E from Vibrio cholerae O1 biovar eltor str. N16961
58% identity, 64% coverage

H16_A2580 Ribonuclease G and E from Ralstonia eutropha H16
H16_A2580 Rne/Rng family ribonuclease from Cupriavidus necator H16
57% identity, 66% coverage

SO2785 ribonuclease E from Shewanella oneidensis MR-1
60% identity, 60% coverage

Q1ZS71 ribonuclease E (EC 3.1.26.12) from Photobacterium angustum S14 (see paper)
65% identity, 53% coverage

Q7MM07 ribonuclease E (EC 3.1.26.12) from Vibrio vulnificus (see paper)
64% identity, 56% coverage

YPK_1677 ribonuclease from Yersinia pseudotuberculosis YPIII
55% identity, 60% coverage

WP_002210926 ribonuclease E from Yersinia pestis biovar Orientalis str. BA200902009
YPO1590 ribonuclease E from Yersinia pestis CO92
55% identity, 59% coverage

NT01EI_2381 ribonuclease, RNaseE/RNaseG family , putative from Edwardsiella ictaluri 93-146
60% identity, 61% coverage

Q8ZQ17 ribonuclease E (EC 3.1.26.12) from Salmonella enterica subsp. enterica serovar Typhimurium (see paper)
STM1185 RNase E from Salmonella typhimurium LT2
NP_460156 RNase E from Salmonella enterica subsp. enterica serovar Typhimurium str. LT2
SL1344_1122, STMMW_11931 ribonuclease E from Salmonella enterica subsp. enterica serovar Typhimurium str. D23580
62% identity, 56% coverage

SC1132 RNase E from Salmonella enterica subsp. enterica serovar Choleraesuis str. SC-B67
62% identity, 56% coverage

YE1627 ribonuclease E from Yersinia enterocolitica subsp. enterocolitica 8081
63% identity, 49% coverage

S1168 ribonuclease E from Shigella flexneri 2a str. 2457T
62% identity, 56% coverage

bglu_1g09400 Ribonuclease E from Burkholderia glumae BGR1
55% identity, 61% coverage

Q7NX09 Ribonuclease E from Chromobacterium violaceum (strain ATCC 12472 / DSM 30191 / JCM 1249 / CCUG 213 / NBRC 12614 / NCIMB 9131 / NCTC 9757 / MK)
59% identity, 61% coverage

DR76_3839 ribonuclease E from Escherichia coli ATCC 25922
70% identity, 48% coverage

NP_309489 endoribonuclease from Escherichia coli O157:H7 str. Sakai
70% identity, 48% coverage

SmbB / b1084 ribonuclease E (EC 3.1.26.12) from Escherichia coli K-12 substr. MG1655 (see 7 papers)
rne / P21513 ribonuclease E (EC 3.1.26.12) from Escherichia coli (strain K12) (see 154 papers)
RNE_ECOLI / P21513 Ribonuclease E; RNase E; EC 3.1.26.12 from Escherichia coli (strain K12) (see 24 papers)
P21513 ribonuclease E (EC 3.1.26.12) from Escherichia coli (see 17 papers)
rne / GB|BAA35893.1 rne RNase E (1st module); EC 3.1.26.12 from Escherichia coli K12 (see 8 papers)
NP_415602 ribonuclease E from Escherichia coli str. K-12 substr. MG1655
b1084 fused ribonucleaseE: endoribonuclease/RNA-binding protein/RNA degradosome binding protein from Escherichia coli str. K-12 substr. MG1655
70% identity, 48% coverage

Q65S31 Ribonuclease E from Mannheimia succiniciproducens (strain KCTC 0769BP / MBEL55E)
61% identity, 60% coverage

RNE_HAEIN / P44443 Ribonuclease E; RNase E; EC 3.1.26.12 from Haemophilus influenzae (strain ATCC 51907 / DSM 11121 / KW20 / Rd) (see paper)
HI0413 ribonuclease E from Haemophilus influenzae Rd KW20
64% identity, 56% coverage

NMV_0215 Rne/Rng family ribonuclease from Neisseria meningitidis 8013
58% identity, 58% coverage

BP0475 ribonuclease E from Bordetella pertussis Tohama I
57% identity, 59% coverage

Q9R5Y8 Ribonuclease G (Fragment) from Escherichia coli
72% identity, 46% coverage

5f6cA / P21513 The structure of e. Coli rnase e catalytically inactive mutant with RNA bound (see paper)
70% identity, 48% coverage

NGO1785 Rne from Neisseria gonorrhoeae FA 1090
58% identity, 58% coverage

BCAL0982 putative ribonuclease E from Burkholderia cenocepacia J2315
BCAL2888 ribonuclease E 1 from Burkholderia cenocepacia J2315
63% identity, 51% coverage

E6MW75 Ribonuclease E from Neisseria meningitidis serogroup B / serotype 15 (strain H44/76)
58% identity, 57% coverage

Varpa_1519 Rne/Rng family ribonuclease from Variovorax paradoxus EPS
63% identity, 46% coverage

NE1457 Ribonucleases G and E from Nitrosomonas europaea ATCC 19718
60% identity, 51% coverage

ACIAD0438 ribonuclease E (RNase E): endoribonuclease for rRNA processing and mRNA degradation from Acinetobacter sp. ADP1
60% identity, 45% coverage

2c0bL / P21513 Catalytic domain of e. Coli rnase e in complex with 13-mer RNA (see paper)
68% identity, 48% coverage

CBU_0486 ribonuclease, Rne/Rng family from Coxiella burnetii RSA 493
62% identity, 48% coverage

ABUW_3478 Rne/Rng family ribonuclease from Acinetobacter baumannii
ABAYE3375 ribonuclease E (RNase E): endoribonuclease for rRNA processing and mRNA degradation from Acinetobacter baumannii AYE
63% identity, 43% coverage

WP_015444149 ribonuclease E/G from Legionella pneumophila
50% identity, 62% coverage

Q5NFK7 Ribonuclease E from Francisella tularensis subsp. tularensis (strain SCHU S4 / Schu 4)
53% identity, 47% coverage

WP_032731480 ribonuclease E/G from Francisella tularensis subsp. tularensis
53% identity, 47% coverage

FTL_0717 Ribonuclease E from Francisella tularensis subsp. holarctica
FTH_0719 ribonuclease E from Francisella tularensis subsp. holarctica OSU18
53% identity, 47% coverage

OOM_1576 ribonuclease E/G from Francisella orientalis
52% identity, 46% coverage

SMc01336 PROBABLE RIBONUCLEASE E PROTEIN from Sinorhizobium meliloti 1021
50% identity, 39% coverage

A0A2J0Z3F8 ribonuclease E (EC 3.1.26.12) from Sinorhizobium meliloti (see paper)
50% identity, 39% coverage

RSP_2131 Ribonuclease E from Rhodobacter sphaeroides 2.4.1
51% identity, 38% coverage

WP_002964041 ribonuclease E from Brucella abortus 90-1280
BAB1_0930 Ribonuclease E and G from Brucella melitensis biovar Abortus 2308
49% identity, 38% coverage

Q98NB6 Ribonuclease E from Mesorhizobium japonicum (strain LMG 29417 / CECT 9101 / MAFF 303099)
49% identity, 38% coverage

BMEI1057 RIBONUCLEASE E / ZINC METALLOPROTEASE from Brucella melitensis 16M
49% identity, 38% coverage

Atu1339 ribonuclease E from Agrobacterium tumefaciens str. C58 (Cereon)
48% identity, 38% coverage

bll4305 ribonuclease E from Bradyrhizobium japonicum USDA 110
47% identity, 39% coverage

CC1877 ribonuclease, Rne/Rng family protein from Caulobacter crescentus CB15
CCNA_01954 ribonuclease E from Caulobacter crescentus NA1000
48% identity, 38% coverage

CKC_RS00790 ribonuclease E/G from Candidatus Liberibacter solanacearum CLso-ZC1
47% identity, 38% coverage

A4NVQ3 23S rRNA pseudouridylate synthase C from Haemophilus influenzae 22.4-21
55% identity, 34% coverage

Dde_0537 Ribonuclease E (rne) from Desulfovibrio desulfuricans G20
41% identity, 44% coverage

DVU3055 ribonuclease, Rne/Rng family from Desulfovibrio vulgaris Hildenborough
43% identity, 43% coverage

NCgl2281 translation initiation factor IF-2 N-terminal domain-containing protein from Corynebacterium glutamicum ATCC 13032
42% identity, 38% coverage

CAB780 Rne/Rng family ribonuclease from Chlamydia abortus S26/3
36% identity, 46% coverage

ECH_0470 ribonuclease, Rne/Rng family from Ehrlichia chaffeensis str. Arkansas
43% identity, 35% coverage

CT808 Axial Filament Protein from Chlamydia trachomatis D/UW-3/CX
37% identity, 46% coverage

S3BLZ2 Rne/Rng family ribonuclease from Streptomyces sp. HPH0547
39% identity, 26% coverage

SCO2599 hypothetical protein from Streptomyces coelicolor A3(2)
38% identity, 31% coverage

HMPREF0004_2445 ribonuclease G from Achromobacter piechaudii ATCC 43553
39% identity, 42% coverage

AXYL_02095 ribonuclease G from Achromobacter xylosoxidans A8
38% identity, 44% coverage

SACE_1406 ribonuclease, Rne/Rng family from Saccharopolyspora erythraea NRRL 2338
38% identity, 39% coverage

MAB_1607 Possible ribonuclease E Rne from Mycobacterium abscessus ATCC 19977
38% identity, 38% coverage

MAB_1607 ribonuclease E/G from Mycobacteroides abscessus ATCC 19977
38% identity, 38% coverage

KYC_17547 ribonuclease G from Achromobacter arsenitoxydans SY8
38% identity, 42% coverage

MAP2267c Rne from Mycobacterium avium subsp. paratuberculosis str. k10
40% identity, 37% coverage

RNE_MYCS2 / A0R152 Ribonuclease E; RNase E; EC 3.1.26.12 from Mycolicibacterium smegmatis (strain ATCC 700084 / mc(2)155) (Mycobacterium smegmatis) (see 2 papers)
MSMEG_4626 ribonuclease, Rne/Rng family protein from Mycobacterium smegmatis str. MC2 155
MSMEG_4626, MSMEI_4509 Rne/Rng family ribonuclease from Mycolicibacterium smegmatis MC2 155
39% identity, 37% coverage

OFBG_00227 ribonuclease G from Oxalobacter formigenes OXCC13
38% identity, 40% coverage

HEAR0551 RNase G (ribonuclease G) from Herminiimonas arsenicoxydans
38% identity, 40% coverage

RNE_MYCTU / P71905 Ribonuclease E; RNase E; EC 3.1.26.12 from Mycobacterium tuberculosis (strain ATCC 25618 / H37Rv) (see paper)
Rv2444c POSSIBLE RIBONUCLEASE E RNE from Mycobacterium tuberculosis H37Rv
NP_216960 ribonuclease E from Mycobacterium tuberculosis H37Rv
39% identity, 36% coverage

ML1468 possible ribonuclease from Mycobacterium leprae TN
39% identity, 36% coverage

MT2520 cytoplasmic axial filament protein, putative from Mycobacterium tuberculosis CDC1551
39% identity, 36% coverage

HMPREF0675_3891 Rne/Rng family ribonuclease from Cutibacterium acnes SK137
37% identity, 39% coverage

TWT474 ribonuclease G from Tropheryma whipplei str. Twist
38% identity, 38% coverage

MAE_15200 ribonuclease E from Microcystis aeruginosa NIES-843
41% identity, 35% coverage

FTL_1968 Ribonuclease G from Francisella tularensis subsp. holarctica
38% identity, 40% coverage

H16_A0909 Ribonuclease G and E from Ralstonia eutropha H16
H16_A0909 ribonuclease G from Cupriavidus necator H16
40% identity, 40% coverage

BT1500 Ribonuclease G from Bacteroides thetaiotaomicron VPI-5482
35% identity, 42% coverage

cce_0277 ribonuclease E from Cyanothece sp. ATCC 51142
39% identity, 35% coverage

RNE_NOSS1 / Q8YP69 Ribonuclease E; AnaRne; RNase E; EC 3.1.26.12 from Nostoc sp. (strain PCC 7120 / SAG 25.82 / UTEX 2576) (see paper)
alr4331 ribonuclease E from Nostoc sp. PCC 7120
40% identity, 35% coverage

PA4477 cytoplasmic axial filament protein from Pseudomonas aeruginosa PAO1
NP_253167 cytoplasmic axial filament protein from Pseudomonas aeruginosa PAO1
PA14_58100 cytoplasmic axial filament protein from Pseudomonas aeruginosa UCBPP-PA14
39% identity, 40% coverage

BPSL1158 ribonuclease G from Burkholderia pseudomallei K96243
BURPS305_2639 TerL protein from Burkholderia pseudomallei 305
38% identity, 42% coverage

PP0937 cytoplasmic axial filament protein from Pseudomonas putida KT2440
38% identity, 43% coverage

BthaT_010100019564 ribonuclease, Rne/Rng family protein from Burkholderia thailandensis TXDOH
39% identity, 42% coverage

Tery_0483 ribonuclease, Rne/Rng family from Trichodesmium erythraeum IMS101
40% identity, 35% coverage

ABUW_0719 ribonuclease G from Acinetobacter baumannii
38% identity, 40% coverage

AM1_1705 ribonuclease E from Acaryochloris marina MBIC11017
38% identity, 39% coverage

KPN_03655 RNase G from Klebsiella pneumoniae subsp. pneumoniae MGH 78578
37% identity, 40% coverage

tlr0597 ribonuclease E from Thermosynechococcus elongatus BP-1
38% identity, 39% coverage

VC0419 cytoplasmic axial filament protein from Vibrio cholerae O1 biovar eltor str. N16961
38% identity, 40% coverage

Cthe_0158 ribonuclease G from Clostridium thermocellum ATCC 27405
37% identity, 45% coverage

BCAL2395 ribonuclease G from Burkholderia cenocepacia J2315
38% identity, 42% coverage

AdhR / b3247 RNase G (EC 3.1.26.12) from Escherichia coli K-12 substr. MG1655 (see 4 papers)
rng / P0A9J0 RNase G (EC 3.1.26.12) from Escherichia coli (strain K12) (see 51 papers)
RNG_ECOLI / P0A9J0 Ribonuclease G; RNase G; Cytoplasmic axial filament protein; CafA protein; EC 3.1.26.- from Escherichia coli (strain K12) (see 16 papers)
P0A9J0 ribonuclease III (EC 3.1.26.3) from Escherichia coli K-12 (see paper)
rng / SP|P0A9J1 ribonuclease G; EC 3.1.26.- from Shigella flexneri (see 5 papers)
b3247 bundles of cytoplasmic filaments from Escherichia coli str. K-12 substr. MG1655
NP_417713 RNase G from Escherichia coli str. K-12 substr. MG1655
37% identity, 40% coverage

RNG_SALTS / A0A0H3NGK0 Ribonuclease G; RNase G; EC 3.1.26.- from Salmonella typhimurium (strain SL1344) (see 2 papers)
37% identity, 40% coverage

RNE_SYNY3 / P72656 Ribonuclease E; RNase E; SynRne; Ribonuclease E/G; EC 3.1.26.12 from Synechocystis sp. (strain ATCC 27184 / PCC 6803 / Kazusa) (see 10 papers)
P72656 ribonuclease E (EC 3.1.26.12) from Synechocystis sp. PCC 6803 (see paper)
slr1129 ribonuclease E from Synechocystis sp. PCC 6803
38% identity, 36% coverage

SYNPCC7002_A0788 ribonuclease E from Synechococcus sp. PCC 7002
39% identity, 36% coverage

VV1_1453 Ribonuclease G and E from Vibrio vulnificus CMCP6
37% identity, 40% coverage

D082_20640 Rne/Rng family ribonuclease from Synechocystis sp. PCC 6714
36% identity, 36% coverage

ASUC_RS04730 ribonuclease G from Actinobacillus succinogenes 130Z
37% identity, 43% coverage

Q8KAA6 Ribonuclease G from Chlorobaculum tepidum (strain ATCC 49652 / DSM 12025 / NBRC 103806 / TLS)
37% identity, 35% coverage

PMM1501 S1 RNA binding domain:Ribonuclease E and G from Prochlorococcus marinus sp. MED4
38% identity, 35% coverage

NGO0113 putative ribonucleases G / cytoplasmic axial filament protein from Neisseria gonorrhoeae FA 1090
37% identity, 40% coverage

NMA0672 hypothetical protein NMA0672 from Neisseria meningitidis Z2491
37% identity, 40% coverage

NGFG_00252 ribonuclease G from Neisseria gonorrhoeae MS11
37% identity, 40% coverage

Synpcc7942_0878 ribonuclease, Rne/Rng family from Synechococcus elongatus PCC 7942
37% identity, 35% coverage

ACIAD0830 ribonuclease G, endoribonuclease G (cytoplasmic axial filament protein ) from Acinetobacter sp. ADP1
35% identity, 40% coverage

gvip208 ribonuclease E from Gloeobacter violaceus PCC 7421
39% identity, 39% coverage

PGN_1391 putative ribonuclease E from Porphyromonas gingivalis ATCC 33277
31% identity, 45% coverage

PG1256 ribonuclease, Rne/Rng family from Porphyromonas gingivalis W83
32% identity, 41% coverage

NP_850987 RNAse E/G-like protein from Arabidopsis thaliana
AT2G04270 RNEE/G (RNASE E/G-LIKE); endoribonuclease from Arabidopsis thaliana
35% identity, 37% coverage

RNE_ARATH / F4IV66 Ribonuclease E/G-like protein, chloroplastic; RNase E/G-like protein; RNase E; EC 3.1.26.- from Arabidopsis thaliana (Mouse-ear cress) (see 4 papers)
35% identity, 37% coverage

rne / CAB76425.1 endoribonuclease E, partial from Arabidopsis thaliana (see paper)
37% identity, 34% coverage

B739_0313 ribonuclease E/G from Riemerella anatipestifer RA-CH-1
30% identity, 46% coverage

TM1606 cytoplasmic axial filament protein, putative from Thermotoga maritima MSB8
36% identity, 35% coverage

P51211 Ribonuclease E/G-like protein from Porphyra purpurea
33% identity, 34% coverage

CAC1256 Ribonucleases G/E family protein from Clostridium acetobutylicum ATCC 824
27% identity, 39% coverage

lmo1543 similar to ribonuclease G from Listeria monocytogenes EGD-e
28% identity, 40% coverage

Rru_A2767 ribonuclease G (RNase G) from Rhodospirillum rubrum ATCC 11170
31% identity, 36% coverage

RSP_0624 ribonuclease E/G from Cereibacter sphaeroides 2.4.1
RSP_0624 hypothetical protein from Rhodobacter sphaeroides 2.4.1
29% identity, 30% coverage

thalar_00580 ribonuclease E/G from Litoreibacter arenae DSM 19593
27% identity, 28% coverage

CC2341 hypothetical protein from Caulobacter crescentus CB15
34% identity, 11% coverage

New Search

For advice on how to use these tools together, see Interactive tools for functional annotation of bacterial genomes.

Statistics

The PaperBLAST database links 793,807 different protein sequences to 1,259,118 scientific articles. Searches against EuropePMC were last performed on March 13 2025.

How It Works

PaperBLAST builds a database of protein sequences that are linked to scientific articles. These links come from automated text searches against the articles in EuropePMC and from manually-curated information from GeneRIF, UniProtKB/Swiss-Prot, BRENDA, CAZy (as made available by dbCAN), BioLiP, CharProtDB, MetaCyc, EcoCyc, TCDB, REBASE, the Fitness Browser, and a subset of the European Nucleotide Archive with the /experiment tag. Given this database and a protein sequence query, PaperBLAST uses protein-protein BLAST to find similar sequences with E < 0.001.

To build the database, we query EuropePMC with locus tags, with RefSeq protein identifiers, and with UniProt accessions. We obtain the locus tags from RefSeq or from MicrobesOnline. We use queries of the form "locus_tag AND genus_name" to try to ensure that the paper is actually discussing that gene. Because EuropePMC indexes most recent biomedical papers, even if they are not open access, some of the links may be to papers that you cannot read or that our computers cannot read. We query each of these identifiers that appears in the open access part of EuropePMC, as well as every locus tag that appears in the 500 most-referenced genomes, so that a gene may appear in the PaperBLAST results even though none of the papers that mention it are open access. We also incorporate text-mined links from EuropePMC that link open access articles to UniProt or RefSeq identifiers. (This yields some additional links because EuropePMC uses different heuristics for their text mining than we do.)

For every article that mentions a locus tag, a RefSeq protein identifier, or a UniProt accession, we try to select one or two snippets of text that refer to the protein. If we cannot get access to the full text, we try to select a snippet from the abstract, but unfortunately, unique identifiers such as locus tags are rarely provided in abstracts.

PaperBLAST also incorporates manually-curated protein functions:

Except for GeneRIF and ENA, the curated entries include a short curated description of the protein's function. For entries from BioLiP, the protein's function may not be known beyond binding to the ligand. Many of these entries also link to articles in PubMed.

For more information see the PaperBLAST paper (mSystems 2017) or the code. You can download PaperBLAST's database here.

Changes to PaperBLAST since the paper was written:

Many of these changes are described in Interactive tools for functional annotation of bacterial genomes.

Secrets

PaperBLAST cannot provide snippets for many of the papers that are published in non-open-access journals. This limitation applies even if the paper is marked as "free" on the publisher's web site and is available in PubmedCentral or EuropePMC. If a journal that you publish in is marked as "secret," please consider publishing elsewhere.

Omissions from the PaperBLAST Database

Many important articles are missing from PaperBLAST, either because the article's full text is not in EuropePMC (as for many older articles), or because the paper does not mention a protein identifier such as a locus tag, or because of PaperBLAST's heuristics. If you notice an article that characterizes a protein's function but is missing from PaperBLAST, please notify the curators at UniProt or add an entry to GeneRIF. Entries in either of these databases will eventually be incorporated into PaperBLAST. Note that to add an entry to UniProt, you will need to find the UniProt identifier for the protein. If the protein is not already in UniProt, you can ask them to create an entry. To add an entry to GeneRIF, you will need an NCBI Gene identifier, but unfortunately many prokaryotic proteins in RefSeq do not have corresponding Gene identifers.

References

PaperBLAST: Text-mining papers for information about homologs.
M. N. Price and A. P. Arkin (2017). mSystems, 10.1128/mSystems.00039-17.

Europe PMC in 2017.
M. Levchenko et al (2017). Nucleic Acids Research, 10.1093/nar/gkx1005.

Gene indexing: characterization and analysis of NLM's GeneRIFs.
J. A. Mitchell et al (2003). AMIA Annu Symp Proc 2003:460-464.

UniProt: the universal protein knowledgebase.
The UniProt Consortium (2016). Nucleic Acids Research, 10.1093/nar/gkw1099.

BRENDA in 2017: new perspectives and new tools in BRENDA.
S. Placzek et al (2017). Nucleic Acids Research, 10.1093/nar/gkw952.

The EcoCyc database: reflecting new knowledge about Escherichia coli K-12.
I. M. Keeseler et al (2016). Nucleic Acids Research, 10.1093/nar/gkw1003.

The MetaCyc database of metabolic pathways and enzymes.
R. Caspi et al (2018). Nucleic Acids Research, 10.1093/nar/gkx935.

CharProtDB: a database of experimentally characterized protein annotations.
R. Madupu et al (2012). Nucleic Acids Research, 10.1093/nar/gkr1133.

The carbohydrate-active enzymes database (CAZy) in 2013.
V. Lombard et al (2014). Nucleic Acids Research, 10.1093/nar/gkt1178.

The Transporter Classification Database (TCDB): recent advances
M. H. Saier, Jr. et al (2016). Nucleic Acids Research, 10.1093/nar/gkv1103.

REBASE - a database for DNA restriction and modification: enzymes, genes and genomes.
R. J. Roberts et al (2015). Nucleic Acids Research, 10.1093/nar/gku1046.

Deep annotation of protein function across diverse bacteria from mutant phenotypes.
M. N. Price et al (2016). bioRxiv, 10.1101/072470.

by Morgan Price, Arkin group
Lawrence Berkeley National Laboratory