Tamas Yelland1, Esther Garcia1, Youhani Samarakoon1, Shehab Ismail1,2,3. 1. Beatson Cancer Research UK Institute, Glasgow G61 1BD, Scotland. 2. Institute of Cancer Sciences, University of Glasgow, Glasgow G61 1BD, Scotland. 3. Department of Chemistry, KU Leuven, Celestijnenlaan 200G, 3001 Heverlee, Belgium.
Abstract
Two paralogs of the guanine dissociation inhibitor-like solubilizing factors UNC119, UNC119A and UNC119B, are present in the human genome. UNC119 binds to N-myristoylated proteins and masks the hydrophobic lipid from the hydrophilic cytosol, facilitating trafficking between different membranes. Two classes of UNC119 cargo proteins have been classified: low affinity cargoes, released by the Arf-like proteins ARL2 and ARL3, and high affinity cargoes, which are specifically released by ARL3 and trafficked to either the primary cilium or the immunological synapse. The UNC119 homologues have reported differences in functionality, but the structural and biochemical bases for these differences are unknown. Using myristoylated peptide binding and release assays, we show that peptides sharing the previously identified UNC119A high affinity motif show significant variations of binding affinities to UNC119B of up to 427-fold. Furthermore, we solve the first two crystal structures of UNC119B, one in complex with the high affinity cargo peptide of LCK and a second one in complex with the release factor ARL3. Using these novel structures, we identify a stretch of negatively charged amino acids unique to UNC119B that may undergo a conformational change following binding of a release factor which we propose as an additional release mechanism specific to UNC119B.
Two paralogs of the guanine dissociation inhibitor-like solubilizing factors UNC119, UNC119A and UNC119B, are present in the human genome. UNC119 binds to N-myristoylated proteins and masks the hydrophobic lipid from the hydrophilic cytosol, facilitating trafficking between different membranes. Two classes of UNC119 cargo proteins have been classified: low affinity cargoes, released by the Arf-like proteins ARL2 and ARL3, and high affinity cargoes, which are specifically released by ARL3 and trafficked to either the primary cilium or the immunological synapse. The UNC119 homologues have reported differences in functionality, but the structural and biochemical bases for these differences are unknown. Using myristoylated peptide binding and release assays, we show that peptides sharing the previously identified UNC119A high affinity motif show significant variations of binding affinities to UNC119B of up to 427-fold. Furthermore, we solve the first two crystal structures of UNC119B, one in complex with the high affinity cargo peptide of LCK and a second one in complex with the release factor ARL3. Using these novel structures, we identify a stretch of negatively charged amino acids unique to UNC119B that may undergo a conformational change following binding of a release factor which we propose as an additional release mechanism specific to UNC119B.
The structurally
related guanine
dissociation inhibitor-like solubilizing factors (GSFs) uncoordinated-119
(UNC119) and phosphodiesterase 6 delta (PDE6D) proteins are encoded
by a supergene family and share a beta sandwich immunoglobulin fold.[1−3] The fold forms a hydrophobic pocket that can accommodate and sequester
different lipid modifications (e.g., myristoylated and prenylated
proteins) that are present on several membrane-associated proteins.[4,5] This structural feature allows GSFs to function as solubilizing
factors facilitating the diffusion of their otherwise lipophilic cognate
cargoes in the cytosol and avoids long residence times on membranes.[6,7]Two paralogs of UNC119 (UNC119A and UNC119B) have been identified,
and both bind and solubilize N-myristoylated proteins.[4,8] Two classes of UNC119 cargo proteins have been characterized: low
affinity cargoes, which are released by the release factors ADP ribosylation
factor-like protein 2 and 3 (ARL2 and ARL3), and high affinity cargoes,
which are released specifically by ARL3.[8] As the guanine nucleotide exchange factor (GEF) for ARL3 and ARL13B[9] is localized at either the primary cilium[10] or the immunological synapse,[11] it has been proposed that high affinity cargoes are trafficked
specifically to either of these cellular locations. Low affinity cargoes,
however, are proposed to be released by ARL2 (which has low enough
affinities for GTP/GDP to facilitate fast nucleotide exchange independent
of a GEF) outside the primary cilium and the immunological synapse
and are trafficked to other cellular membranes including the plasma
membrane and endomembranes.[7]UNC119A
and UNC119B share 59% sequence identity and have reported
similar cargo specificities in vitro.[12] Nevertheless, in cells, several functional differences
between the two homologues have been observed. Knocking down UNC119B,
and not UNC119A, impaired trafficking of myristoylated nephrocystin-3
(NPHP3) to the primary cilium,[13] while
in zebrafish knocking down of UNC119A resulted in a more pronounced
ciliary defective phenotype, including a curved body axis, disruption
of the ciliary Kupffer vesicle, and visual impairment, than knocking
down UNC119B (in zebrafish, UNC119A is homologous to humanUNC119B,
while UNC119B is homologous to humanUNC119A).[13] Finally, UNC119A mutations have been reported in a cone
dystrophypatient[14] and a separate UNC119A
mutation has been reported in a lymphopeniapatient.[15]This difference in cellular phenotype raises the
possibility that
the two UNC119 homologues have uncharacterized functional differences;
however, without structural information for UNC119B, it is challenging
to propose novel biochemical studies to probe this hypothesis further.The size of the three amino acids following the N-myristoylated
glycine plays a pivotal role in determining the affinity and release
of cargo proteins from UNC119A (UNC119A Specific Cargo—USC
motif).[11,12] Using fluorescently labeled peptides conforming
to the UNC119A USC motif, we show significant variations in affinity
of up to 427-fold to UNC119B but only 16-fold to UNC119A. Furthermore,
a general pattern of more efficient release from UNC119B than UNC119A
is also observed. The cargo peptides include well characterized UNC119
high affinity cargo proteins: NPHP3 (nephrocystin-3 is a protein required
for normal ciliary development and is required for renal tubular development),[16] LCK (lymphocyte kinase—a tryrosine kinase
required for T-cell antigen receptor signal transduction at the immunological
synapse),[17] GNAT1 (guanine nucleotide-binding
protein G(t) subunit alpha-1, a known cilliary protein alpha subunit
heterotrimeric GTPase involved in photoreceptor signaling),[18] and FMNL1 (formin-like protein 1, a formin involved
in regulating actin filament dynamics and shown to localize to the
immunological synapse).[19] An additional
four proteins without any reported UNC119 interaction were selected
to include as wide a range of biological functions as possible in
our analysis: GNAI2 (guanine nucleotide-binding protein G(i) subunit
alpha-2, an alpha subunit heterotrimeric GTPase involved in adenylate
cyclase signaling and reported to be N-myristoylated),[20] PKA (protein kinase A, a cAMP dependent protein
kinase with reported cilliary activity[21] and known to be N-myristoylated),[22] NSMF
(NMDA receptor synaptonuclear signaling and neuronal migration factor,
couples NMDA glutamine receptor signaling to the nucleus and is known
to be N-mysistoylated),[23] and PCMTD1 (protein-l-isoaspartate O-methyltransferase domain-containing
protein 1—a poorly characterized methyltransferase that is
reported to be N-myristoylated).[24] As these
proteins have such a wide range of functions, understanding the intricacies
of UNC119 mediated trafficking can improve our understanding of both
primary cilia and immunological synapse signaling.To structurally
characterize UNC119B, we solved the first two crystal
structures of UNC119B. The first UNC119B structure is in complex with
a cargo peptide for the N-terminus of LCK and the second in complex
with the release factor ARL3-GppNHp. Using these novel structures
and the available ARL2:UNC119A structure (PDB: 4GOK), we propose that
a highly negatively charged sequence (residues 120–135) specific
to UNC119B may provide an additional release mechanism from UNC119B.
This indicates a potential new and different specificity for protein
sorting of UNC119B cargoes compared to UNC119A.
Materials and Methods
Cloning
Full-length His-tagged UNC119A and UNC119B
constructs were codon optimized for E. coli expression
as gBlocks from IDT (https://eu.idtdna.com/pages) and cloned into the pET20b vector between the NdeI and XhoI restriction
sites in frame with the C-terminal His6 tag. The UNC119BΔ66
construct used for crystallization was cloned using the full-length
codon optimized UNC119B as a template using the primers 5′-GGAATTCCATATGGACACCATCCGGCCCGAG
and 5′-CCGCTCGAGGCCGCTGCCCTGGCCTCCATTATAGGCATAATCAGC.
All UNC119 constructs contained a cloning artifact of two additional
residues (LE) between the C-terminal UNC119 residue and the His6 tag.
Protein Expression and Purification
C-Terminally non-cleavable
His6-tagged ARL2 and ARL3 constructs were used from previously
published data.[11] All constructs were expressed
and purified using the same protocol with ARL2 and ARL3 buffers supplemented
with 5 mM MgCl2. Following a fresh transformation into E. coli strain BL21, DE3 (pLysS) cells were grown to O.D600 ∼0.6 and induced with 0.25 mM IPTG and left to express
overnight at 18 °C. Once harvested, cells were lysed using a
microfluidizer in a buffer containing 40 mM Tris pH 7.5, 300 mM NaCl,
and 2 mM BME. Clarified cell lysate was loaded onto a 5 mL HisTrap
column and washed with lysis buffer supplemented with 20 mM imidazol.
Protein was eluted using a linear gradient of 0–300 mM imidazole
and fraction content assessed using SDS-PAGE gels. Pooled fractions
were concentrated and loaded onto a Superdex S75 column washed in
20 mM Tris pH 7.5, 150 mM NaCl, and 2 mM DTT. All proteins were snap
frozen in liquid nitrogen for storage.
Crystallization and Structure
Determination
ARL3 was
nucleotide exchanged overnight at 16 °C using alkaline phosphatase
in the presence of a 10× molar excess of GppNHp (JenaBioscience).
Following nucleotide exchange excess, ARL3-GppNHp was incubated with
UNC119BΔ66 and complex separated from excess monomeric ARL3-GppNHp
using a Superdex S75 size exclusion column equilibrated in a buffer
containing 5 mM Tris pH 7.5, 20 mM NaCl, 4 mM MgCl2, and
2 mM DTT. Small crystals, <50 μm, grew in JenaBioscience
Classics II screen condition G10 (1.00 M ammonium dihydrogen phosphate,
0.1 M Tris pH 7.5) within 3 days at 6 °C at a protein concentration
of 8 mg mL–1. Crystals were snap frozen in liquid
nitrogen using the mother liquor solution supplemented with 12% glycerol
and 12% ethylene glycol. Data was collected at the Diamond Light Source
beamline I04. Data was processed automatically with XiaDials and the
structure phased using Phaser[25] with PDB 4GOK used as a molecular
replacement model. Iterative rounds of model building and refinement
were performed using COOT[26] and REFMAC5[27] of the CCP4 program suite[28] and Phenix.refine.[29] For the
crystallization of the UNC119BΔ66:peptide structure, frozen
UNC119BΔ66 was passed over a Superdex S75 size exclusion column
equilibrated in a buffer containing 5 mM Tris pH 7.5, 20 mM NaCl,
and 2 mM DTT, to ensure no aggregates were present. Crystals of UNC119BΔ66
were obtained by mixing protein with LCK peptide (sequence Myr-GCGCSSHPED-OH,
JPT peptide technologies) at a 1:1.1 ratio. Small crystals, <50
μm, were obtained in the JBS Classics I screen condition C11
(30% w/v PEG 4000, 0.1 M HEPES pH 7.5, 0.2 M CaCl2) at
18 °C at 5 mg mL–1 and grew within 10–14
days. Crystals were flash frozen in liquid nitrogen with the mother
liquor solution supplemented with 25% ethylene glycol.
Fluorescence
Polarization
All fluorescence polarization
experiments were performed using a Tecan Spark plate reader and Corning
half area flat bottom black 96-well plates. Fluorescence was measured
with an excitation λ at 485 nm and emission λ at 530 nm.
All experiments were performed in a buffer containing 5 mM MgCl2, 20 mM Tris pH 7.5, 150 mM NaCl, and 2 mM DTT. Fluorescent
peptides (FMNL1 - Myr-GNAAGSAEQPAGK-FAM, LCK - Myr-GCGCSSHPEDK-FAM,
NPHP3 - Myr-GTASSLVSPAGGK-FAM, PCMTD1 - Myr-GGAVSAGEDNDDK-FAM,
PKA - Myr-GNAAAAKKGK-FAM, GNAT - Myr-GAGASAEEKHSRK-FAM,
GNAI2 - Myr-GCTVSAEDK-FAM, NSMF - Myr-GAAASRRRAK-FAM)
were synthesized to greater than 95% purity and purchased from AltaBioscience.
With the exception of PCMTD1, peptide affinity measurements were performed
using 2 nM peptide and serial dilution of UNC119A/B from 0.2 to 100
nM with 2-fold serial dilutions. For PCMTD1, a peptide concentration
of 20 nM was used and UNC119A/B concentrations from 1 to 512 nM with
2-fold serial dilutions. Peptide release assays were performed using
100 nM peptide, 200 nM UNC119A/B, and 2 μM ARL2/3. To obtain
dissociation constants, the fluorescence polarization binding data
was fitted to a quadratic equation using GraFit: FP = Fmin – (Fmin – Fmax)(E + L + Kd – )/2E, where FP is the fluorescence
polarization, Fmin and Fmax are the minimum and maximum polarization signals, L is the protein concentration, Kd is the dissociation constant, and E is the concentration
of the fluorescently labeled peptides.
Cell Culture
NIH-3T3fibroblasts (CRL-1658) were obtained
from the ATCC (Manassas, Virginia, US) and cultured following the
provider’s guidelines, using Dulbecco’s Modified Eagle
Medium (DMEM) (Gibco, Thermo Fisher Scientific Inc., Waltham, MA,
USA) supplemented with 10% calf serum (ATCC), 2 mM l-glutamine
and 100 units/mL of penicillin–0.1 mg/mL streptomycin (Sigma,
Merck KGaA, Darmstadt, Germany). Jurkat clone E6-1 (TIB-152, human
male) from the ATCC was cultured following the provider’s guidelines
in RMPI 1640 (Gibco, Thermo Fisher Scientific Inc.) supplemented with
10% inactivated fetal bovine serum (Sigma), 2 mM l-glutamine,
100 units/mL of penicillin–0.1 mg/mL streptomycin, 1 mM sodium
pyruvate, and 10 mM HEPES (both from Sigma). Raji B cells (human,
male) were kindly gifted by Dr Pedro Roda-Navarro (Universidad Complutense
de Madrid, Spain) and cultured in RMPI 1640 supplemented with 10%
inactivated fetal bovine serum, 2 mM l-glutamine, and 100
units/mL of penicillin–0.1 mg/mL streptomycin. All cell lines
were grown at 37 °C and 5% CO2.
Immunofluorescence
For primary cilia labeling, NIH-3T3
cells were plated at 80% confluence on sterile glass 1.5 thick coverslips
(VWR, Avantor, Radnor, PA, US) and let to attach overnight for 24
h. Next, cells were starved with 0.5% calf serum containing media
for 24 h and fixed with 4% paraformaldehyde (Thermo Fisher Scientific).
For staining of the immunological synapse, 1 × 106 cells/mL of Raji B cells were incubated with 10 μM cell tracker
blue (Thermo Fisher Scientific) and 1 μg of staphylococcal E
enterotoxin (SEE) (Toxin Technologies, Sarasota, FL, USA) for 1 h
at 37 °C. Raji B cells were then washed three times in complete
medium by centrifugation. Jurkat T cells were then added to Raji B
cells at a ratio of 1:1 and plated onto 0.01% poly-l-lysine
(Sigma) coated coverslips, at approximately 1 × 105 cells per coverslip and incubated at 37 °C for 20 min and fixed
with 4% paraformaldehyde for 20 min.After fixation, cells were
extensively washed with PBS and permeabilized using 0.3% Triton X-100
(Sigma/Merck) for NIH-3T3 or 0.05% Triton X-100 for Jurkat:Raji conjugates
for 5–10 min at room temperature. After thorough washing in
PBS, cells were incubated with 2% BSA (Sigma/Merck) for at least 30
min, followed by primary antibodies (anti-NSMF HPA044316; antiacetylated
tubulin MABT868, both from Sigma; anti-PCMTD1NBP2-55851 from Novus
Biologicals, Centennial, CO, USA; and anti-Y394-LCK ab201567 from
Abcam, Cambridge, UK), overnight at 4 °C. After extensive washing
in PBS, cells were incubated with secondary antibodies (goat antirabbit
IgG H+L Alexa Fluor 546 from Thermo Fisher Scientific and goat antimouse
IgG H+L Abberior Star Red from Abberior GmbH, Göttingen, Germany)
for 45 min in darkness at room temperature. The coverslips were mounted
onto glass slides using Fluoromount-G (Southern Biotech, Birmingham,
AL, USA) and cured for at least 6 h before imaging.
Imaging
All images were collected using a Zeiss 710
upright confocal microscope (Zeiss, Jena, Germany) equipped with a
Plan-Apochromat 63×/1.4 oil DIC M27 objective lens. z-Stack images were acquired using a 1 μm optical slice for
each channel, with a z-step of 0.5 μm between
slices for images of primary cilia and 0.41 μm for images acquired
of immunological synapse. All microscopy files were processed using
Fiji open source software.[30]
Results
UNC119A
High Affinity Cargoes Bind to UNC119B with a Wide Range
of Relative Affinities
We have previously reported a motif
present for myristoylated proteins that confers high binding affinity
to UNC119A–UNC119A specific cargo—USC[11,12] that requires a small or medium size amino acid at positions 3,
4, and 5. To explore potential differences in binding and release
between UNC119A and UNC119B, we set out to identify new uncharacterized
cargoes for comparative studies. We searched the protein database
(https://www.uniprot.org/) and identified four proteins—either known or reported to
be N-myristoylated with no large residues at position 3, 4, or 5—that
conformed to the USC motif for biophysical validation using N-terminally
myristoylated peptides between 9 and 13 residues: PCMTD1 (a methyltransferase—13-residue
peptide), PKA (cAMP dependent protein kinase—9-residue peptide),
GNAI2 (a heterotrimeric GTPase—9-residue peptide), and NSMF
(involved in NMDA signaling—9-residue peptide). We also included
in our study two additional proteins recently identified as UNC119
cargo proteins: LCK (a tyrosine kinase—13-residue peptide)
and FMNL1 (a formin regulating actin dynamics—13-residue peptide),[11] which have had their binding and release specificity
characterized in the context of UNC119A but not UNC119B, and two established
cargo proteins NPHP3 (ciliary protein—13-residue peptide) and
GNAT1 (heterotrimeric GTPase—13-residue peptide) which have
been shown to be specifically released by ARL3 and not ARL2 from both
UNC119A and UNC119B.[4,13]All cargoes bound to UNC119A
and UNC119B with tight binding affinities in the nanomolar range;
however, several differences in measured affinity were observed (Figure ). The binding affinities
of peptides to UNC119B varied from 0.17 nM for NPHP3 (Figure C) to 72.59 nM for PCMTD1 (Figure F). In comparison,
peptides bound to UNC119A with a much narrower range of affinities,
binding to LCK with a measured Kd of 0.83
nM (Figure B) and
PCMTD1 with 5.25 nM (Figure F). Furthermore, FMNL1 and PCMTD1 bound to UNC119B with affinities
between 9.5- and 13.8-fold lower than UNC119A, respectively (Figure E and F). All other
peptides bind to UNC119A and UNC119B with comparable affinities, and
while some differences are observed (e.g., NPHP3 binds to UNC119B
with higher affinity than UNC119A—0.17 nM for UNC119B and 0.84
nM for UNC119A—Figure C), these differences are likely within experimental error.
Figure 1
Characterization
of peptide binding to UNC119A and UNC119B. (A)
Table of theoretical UNC119 high affinity cargo proteins conforming
to the USC motif (small residues in positions 3, 4, and 5) highlighted
in blue text; the myristoylated glycine residue is shown in red text.
Cargoes previously characterized as high affinity for both UNC119A
and UNC119B are highlighted in red with newly identified cargoes that
bind to UNC119A and UNC119B with comparable affinities in pale red.
Cargo proteins characterized as high affinity for UNC119A but not
UNC119B are highlighted in green with newly identified cargoes in
pale green. Only the first eight residues of each cargo are shown
which encompasses the USC motif of theoretical UNC119 high affinity
cargo proteins. (B–I) Representative binding curves from one
of two independent experiments for LCK, NPHP3, GNAT1, FMNL1, PCMTD1,
NSMF, PKA, and GNAI2 to both full-length UNC119A and UNC119B. For
all measurements but PCMTD1, the peptide concentration was at 2 nM
with UNC119 concentrations ranging from 0.2 to 100 nM. For PCMTD1,
the peptide concentration was 20 nM with UNC119 concentrations ranging
from 1 to 512 nM. Data fit using Grafit. (J) Table of the measured
binding affinities of peptides to UNC119A and UNC119B.
Characterization
of peptide binding to UNC119A and UNC119B. (A)
Table of theoretical UNC119 high affinity cargo proteins conforming
to the USC motif (small residues in positions 3, 4, and 5) highlighted
in blue text; the myristoylated glycine residue is shown in red text.
Cargoes previously characterized as high affinity for both UNC119A
and UNC119B are highlighted in red with newly identified cargoes that
bind to UNC119A and UNC119B with comparable affinities in pale red.
Cargo proteins characterized as high affinity for UNC119A but not
UNC119B are highlighted in green with newly identified cargoes in
pale green. Only the first eight residues of each cargo are shown
which encompasses the USC motif of theoretical UNC119 high affinity
cargo proteins. (B–I) Representative binding curves from one
of two independent experiments for LCK, NPHP3, GNAT1, FMNL1, PCMTD1,
NSMF, PKA, and GNAI2 to both full-length UNC119A and UNC119B. For
all measurements but PCMTD1, the peptide concentration was at 2 nM
with UNC119 concentrations ranging from 0.2 to 100 nM. For PCMTD1,
the peptide concentration was 20 nM with UNC119 concentrations ranging
from 1 to 512 nM. Data fit using Grafit. (J) Table of the measured
binding affinities of peptides to UNC119A and UNC119B.Taken together, our data provides evidence that, while cargo
proteins
containing the USC motif do bind to UNC119B with high affinity, there
is a large range in their relative binding affinities that may hint
to different specificities and trafficking within cells.
Cargo Peptides
Are More Efficiently Released from UNC119B than
UNC119A
Having identified potential differences in protein
binding affinities, we sought to determine whether these differences
in binding affinities were also reflected in differences in release
by either ARL2-GppNHp or ARL3-GppNHp under saturating conditions,
which negates differences in binding affinities of ARL2 (reported Kd of 159 nM to UNC119A and 216 nM to UNC119B)[12] or ARL3 (reported Kd of 11 nM to UNC119A and 33 nM to UNC119B)[12] to the different UNC119 homologues (Figure ). This ensures that differences in release
are due to the peptide sequence and are not influenced by the fraction
of UNC119 bound to either ARL2 or ARL3.
Figure 2
Characterization of peptide
release from UNC119A and UNC119B. (A–H)
ARL2-GppNHp and ARL3-GppNHp mediated release of fluorescence labeled
peptides under saturating conditions. Peptides at 100 nM, UNC119 at
200 nM, and ARL2-GppNHp and ARL3-GppNHp at 2 μM. Charts generated
using Prism8. Data shown as mean ± standard deviation from three
independent experiments.
Characterization of peptide
release from UNC119A and UNC119B. (A–H)
ARL2-GppNHp and ARL3-GppNHp mediated release of fluorescence labeled
peptides under saturating conditions. Peptides at 100 nM, UNC119 at
200 nM, and ARL2-GppNHp and ARL3-GppNHp at 2 μM. Charts generated
using Prism8. Data shown as mean ± standard deviation from three
independent experiments.The peptides with the
weakest binding affinities to UNC119B (FMNL1,
PCMTD1, and GNAI2) are efficiently released by both ARL2 and ARL3
from UNC119B (Figure D,E,H). PKA is partially released from UNC119B by ARL2 (Figure G) despite comparable
binding affinities to both UNC119A and UNC119B. GNAT1 and NMSF show
comparable release profiles for both UNC119A and UNC119B where efficient
release is only observed following the addition of ARL3 but modest
release from UNC119B is observed following the addition of ARL2 when
compared to UNC119A; however, these differences are marginal (Figure C,F). Finally, the
peptidesNPHP3 and LCK show more efficient release from UNC119B than
UNC119A following the addition of ARL3-GppNHp only (Figure A,B). Interestingly, the more
efficient release from UNC119B for the LCK peptide occurs despite
a higher measured affinity for the peptide (0.37 nM for UNC119B vs
0.83 nM for UNC119A). Although these differences are within experimental
error, UNC119B can form additional interactions with the LCK peptide
not previously observed in UNC119A (described in more detail below),
providing a potential structural explanation for this observation.In summary, the peptide release profiles correlate well with the
measured binding affinities, where lower binding affinity to UNC119B
correlates with more efficient release; however, when peptide binding
affinities are comparable between UNC119 homologues, more efficient
release can still occur in UNC119B, as observed with PKA, NPHP3, and
LCK. Finally, regardless of the UNC119 homologue, ARL3 always releases
more efficiently than ARL2.
NSMF Localizes to the Ciliary Basal Body
and PCMTD1 to the Immunological
Synapse
Of the new UNC119 cargoes tested, both PKA and GNAI2
have been shown to have either ciliary[31] or immunological functions[32] but, to
our knowledge, are not reported as potential UNC119 cargoes. Our new
peptide binding and release data suggests UNC119 mediated trafficking
may regulate their localization; however, this would require more
robust experiments in cells. As PCMTD1 conforms to the high affinity
criteria for UNC119A and NSMF to both UNC119A and UNC119B but no reported
ciliary or immunological synapse function, we sought to determine
their cellular localization. Using immunofluorescence, we found that
NSMF localizes with gamma tubulin to the ciliary basal body (Figure A), while PCMTD1
could be found at the immunological synapse (Figure B), together with phosphorylated LCK (Y394),
a well-characterized marker of the immunological synapse. This result
indicates that these proteins might have new functionality not previously
characterized and that their specific localization may be mediated
by UNC119 trafficking.
Figure 3
NSMF localizes to the ciliary basal body and PCMTD1 to
the immunological
synapse. (A) NIH-3T3 cells were grown up to 70–80% confluence
on No. 1.5 glass coverslips and allowed to ciliate in starving media
containing 0.5% fetal bovine serum for 24 h prior to fixation in 4%
paraformaldehyde. Cells were labeled by immunofluorescence with anti
NSMF (green) and either anti gamma (magenta, upper panel) or acetylated
tubulin antibodies (magenta, lower panel) showing localization of
NMSF to the primary cilia basal body. (B) Jurkat CD4+ T-cells and
Raji-B cells (CMAC labeled, not shown) were incubated together in
a 1:1 ratio over poly-l-lysine coated No. 1.5 glass coverslips
for 10 min prior to fixation with 4% paraformaldehyde. Jurkat (T):Raji
(B) conjugates were immunolabeled with anti PCMTD1 (green) and anti
pY394-LCK (magenta) antibodies, showing localization of PCMTD1 to
the immunological synapse. Images shown are maximum z-projections of three to five optical slices. The scale bars are
10 and 2 μm (insets).
NSMF localizes to the ciliary basal body and PCMTD1 to
the immunological
synapse. (A) NIH-3T3 cells were grown up to 70–80% confluence
on No. 1.5 glass coverslips and allowed to ciliate in starving media
containing 0.5% fetal bovine serum for 24 h prior to fixation in 4%
paraformaldehyde. Cells were labeled by immunofluorescence with anti
NSMF (green) and either anti gamma (magenta, upper panel) or acetylated
tubulin antibodies (magenta, lower panel) showing localization of
NMSF to the primary cilia basal body. (B) JurkatCD4+ T-cells and
Raji-B cells (CMAC labeled, not shown) were incubated together in
a 1:1 ratio over poly-l-lysine coated No. 1.5 glass coverslips
for 10 min prior to fixation with 4% paraformaldehyde. Jurkat (T):Raji
(B) conjugates were immunolabeled with anti PCMTD1 (green) and anti
pY394-LCK (magenta) antibodies, showing localization of PCMTD1 to
the immunological synapse. Images shown are maximum z-projections of three to five optical slices. The scale bars are
10 and 2 μm (insets).
Crystal Structure of UNC119BΔ66: LCK Peptide Complex Reveals
That UNC119B Has a Unique Conformation
To understand the
differences in cargo binding and release between the two UNC119 homologues,
it is necessary to compare their structures. We solved the crystal
structure of UNC119B at 1.95 Å resolution (Supplementary Table 1 and Figure A). The protein construct used did not contain
the first 66 residues (hereafter called UNC119BΔ66) and was
in complex with the N-terminal myristoylated peptide of the high affinity
cargo protein LCK (sequence Myr-GCGCSSHPEDD) (Figure A). The asymmetric
unit contains two copies of UNC119BΔ66 both in complex with
a myristoylated LCK peptide. The two UNC119BΔ66 chains are not
in the same conformation (Figure B) with the residues at the mouth of the binding pocket
(residues 116–136) either disordered with no interpretable
electron density or forming an additional β-strand (β-strand
2′—Supplementary Figure 1 and Figure B) formed
through residues 130–135 with residues 116–129 disordered
with no interpretable electron density. When comparing to all UNC119A
structures (i.e., PDB 5L7K which contains two UNC119A chains within the asymmetric
unit, PDB 3RBQ which contains six UNC119A chains within the asymmetric unit, and
PDB 6H6A which
contains three UNC119A chains within the asymmetric unit), there is
never any electron density observed in place of the additional β-strand
of UNC119B, suggesting that this conformation may be unique to UNC119B;
however, as the additional 2′ β-strand is present in
only one of the two UNC119B chains, it is possible that, in solution,
UNC119B exists in the two forms. Examination of the crystal packing
shows that the 2′ β-strand is not involved in forming
crystal contacts (Supplementary Figure 2); however, the loop preceding it is constrained through interactions
with a neighboring UNC119B chain (Supplementary Figure 2), which may stabilize the 2′ β-strand.
Figure 4
Crystal
structure of UNC119BΔ66 bound to the high affinity
LCK peptide. (A) Crystal structure of the UNC119BΔ66:LCK peptide
complex. UNC119B is in green cartoon form, while the LCK peptide is
in yellow stick form. G130 and S135 are highlighted in pink stick
form. The red line connects β-strands where no interpretable
electron density prevents model building. This flexible loop contains
the negatively charged acidic loop. (B) Two conformations of UNC119BΔ66
are observed, one with an additional β-strand shown in green
and the second conformation shown in purple. Bound LCK peptide is
shown in yellow stick form. G130 and S135 are highlighted in pink
stick form. The red line connects β-strands where no interpretable
electron density prevents model building. (C) Comparison of the UNC119BΔ66:LCK
complex shown in green with the UNC119A:LCK complex (PDB: 6H6A) shown in blue highlighting
the high level of conservation between the two UNC119 homologues.
(D) Sequence alignment between human UNC119A and UNC119B. Residues
designating the regulatory arm are highlighted in purple. Residues
involved in cargo binding are highlighted in green. Residues involved
in ARL3 binding are highlighted in yellow. G130 and S135 in UNC119B
are not conserved in UNC119A and are highlighted in pink. Residues
with no electron density for UNC119B when bound to LCK peptide are
highlighted in red and contain the acidic loop. In one chain, the
entire loop is disordered with no electron density; in the second,
residues G130–S135 that form an additional β-strand can
be modeled while the remaining acid residues are disordered. (E) Comparison
between the UNC119B:LCK (peptide in yellow stick form), UNC119A:NPHP3
(PDB: 5L7K,
peptide in pink stick form), and UNC119A:GNAT1 (PDB: 3RBQ, peptide in blue
stick form) complexes highlights how UNC119B S135 can form steric
clashes with NPHP3. An asparagine residue in UNC119A may form mild
steric clashes with peptide carbonyl oxygen atoms of NPHP3, GNAT1,
and LCK, which could prevent the formation of the additional 2′
β-strand observed in UNC119B. (F) Residue G130 of UNC119B which
is not conserved in UNC119A and L110 shown in green stick form with
secondary structure shown in cartoon form at 80% transparency. In
UNC119A at the corresponding position is an arginine residue. The
large side chain of an arginine would likely form steric clashes with
L110 and prevent formation of the additional β-strand seen in
one chain of the UNC119BΔ66:LCK peptide co-crystal structure.
(G) The 2′ β-strand forms additional hydrogen bonds (black
dashed lines) with the bound LCK peptide through S135 and A136 of
UNC119B with the peptide bond of LCK S6. (H) The presence of the additional
2′ β-strand in UNC119B induces a conformational change
in F103 through steric clashes with V121.
Crystal
structure of UNC119BΔ66 bound to the high affinity
LCK peptide. (A) Crystal structure of the UNC119BΔ66:LCK peptide
complex. UNC119B is in green cartoon form, while the LCK peptide is
in yellow stick form. G130 and S135 are highlighted in pink stick
form. The red line connects β-strands where no interpretable
electron density prevents model building. This flexible loop contains
the negatively charged acidic loop. (B) Two conformations of UNC119BΔ66
are observed, one with an additional β-strand shown in green
and the second conformation shown in purple. Bound LCK peptide is
shown in yellow stick form. G130 and S135 are highlighted in pink
stick form. The red line connects β-strands where no interpretable
electron density prevents model building. (C) Comparison of the UNC119BΔ66:LCK
complex shown in green with the UNC119A:LCK complex (PDB: 6H6A) shown in blue highlighting
the high level of conservation between the two UNC119 homologues.
(D) Sequence alignment between humanUNC119A and UNC119B. Residues
designating the regulatory arm are highlighted in purple. Residues
involved in cargo binding are highlighted in green. Residues involved
in ARL3 binding are highlighted in yellow. G130 and S135 in UNC119B
are not conserved in UNC119A and are highlighted in pink. Residues
with no electron density for UNC119B when bound to LCK peptide are
highlighted in red and contain the acidic loop. In one chain, the
entire loop is disordered with no electron density; in the second,
residues G130–S135 that form an additional β-strand can
be modeled while the remaining acid residues are disordered. (E) Comparison
between the UNC119B:LCK (peptide in yellow stick form), UNC119A:NPHP3
(PDB: 5L7K,
peptide in pink stick form), and UNC119A:GNAT1 (PDB: 3RBQ, peptide in blue
stick form) complexes highlights how UNC119B S135 can form steric
clashes with NPHP3. An asparagine residue in UNC119A may form mild
steric clashes with peptide carbonyl oxygen atoms of NPHP3, GNAT1,
and LCK, which could prevent the formation of the additional 2′
β-strand observed in UNC119B. (F) Residue G130 of UNC119B which
is not conserved in UNC119A and L110 shown in green stick form with
secondary structure shown in cartoon form at 80% transparency. In
UNC119A at the corresponding position is an arginine residue. The
large side chain of an arginine would likely form steric clashes with
L110 and prevent formation of the additional β-strand seen in
one chain of the UNC119BΔ66:LCK peptide co-crystal structure.
(G) The 2′ β-strand forms additional hydrogen bonds (black
dashed lines) with the bound LCK peptide through S135 and A136 of
UNC119B with the peptide bond of LCK S6. (H) The presence of the additional
2′ β-strand in UNC119B induces a conformational change
in F103 through steric clashes with V121.We then compared the structures of the UNC119B:LCK complex to the
UNC119A:LCK complex (PDB: 6H6A) and confirmed that the residues comprising the lipid-binding
pocket are conserved (Figure C), which provides a structural explanation as to why binding
affinities are similar between UNC119A and UNC119B for LCK. In addition,
the conformation of the LCK peptide is the same when bound to either
UNC119A or UNC119B (Supplementary Figure 3). Examination of the UNC119 cargo binding pocket highlights why
the USC motif (Figure A) determines binding affinity to UNC119 proteins: (1) residues 3,
4, and 5 are buried deeply within the UNC119B cargo binding pocket
with limited space to accommodate bulky side chains; (2) peptide residues
6 and 7 are located at the opening of the binding pocket where their
side chains are solvent exposed, reducing the influence of side chain
size at these positions on binding affinity, while residue 8 is fully
solvent exposed and forms no interactions with UNC119B. The remaining
peptide residues have no interpretable electron density and are likely
to be disordered. Unfortunately, the structure does not provide an
explanation for why peptidesPCMTD1 and GNAI2 bind with significantly
lower affinity to UNC119B than UNC119A; the only consistency between
the two peptides is a valine residue in position 5 which is slightly
larger than all other residues (alanine, serine, and cysteine) in
the corresponding position of all of the other peptides. A crystal
structure of a UNC119:PCMTD1 complex may be required to definitively
answer this specific question.We compared the conformation
of the UNC119B:LCK peptide complex
to that of other UNC119A cargo complexes: UNC119A:GNAT1, PDB 3RBQ; UNC119A:NPHP3,
PDB 5L7K (Figure E). The new UNC119B
conformation with the additional 2′ β-strand is unlikely
with UNC119A as two residues in UNC119B, G130 (arginine in UNC119A)
and S135 (asparagine in UNC119A), are not conserved in UNC119A (residues
highlighted in pink, Figure D) and would likely disrupt the 2′ β-strand.
The large side chain of an arginine residue would provide significant
steric clashes with L110 (Figure F), while the asparagine residue in UNC119A would likely
form steric clashes with bound NPHP3 and the slightly larger side
chain may result in mild steric clashes with the peptide bond carbonyl
oxygen atoms which are 2.6 Å from S135, potentially preventing
the formation of the 2′ β-strand observed in UNC119B.
This observation leads us to conclude that the presence of the 2′
β-strand is likely unique to UNC119B. Interestingly, the 2′
β-strand forms additional interactions with LCK (Figure G) through the S135 side chain
and A136 peptide bond with LCK S6 and may explain why LCK binds to
UNC119B with higher affinity than UNC119A.The presence of the
additional 2′ β-strand induces
changes in the side chain of F103 due to steric clashes with V121
(Figure H). This new
position of F103 is unlikely to have a significant effect on peptide
binding, as F103 is 4.9 Å from the nearest LCK peptide residue
(Figure H) and the
LCK peptide conformation is largely conserved between the two UNC119B
chains. However, the peptide S6 side chain is rotated such that in
the UNC119BΔ66 conformation with the additional β-strand
it faces toward S135 of UNC119BΔ66. This result is most likely
due to the presence of an ethylene glycol molecule in the mouth of
the binding pocket than through additional interactions between the
two serine side chains.In summary, the crystal structure of
UNC119BΔ66 in complex
with the high affinity cargo peptide of LCK reveals that the hydrophobic
binding pocket is conserved; however, UNC119B can adopt a novel conformation
with an additional β-strand not previously observed in UNC119A
structures that is likely specific to UNC119B.
Crystal Structure of the
UNC119BΔ66: ARL3-GppNHp Complex
As the cargo binding
residues are conserved between the two UNC119
homologues, we pursued other avenues to explain differences in cargo
release. We solved the crystal structure of UNC119BΔ66 in complex
with the release factor ARL3-GppNHp at 3.15 Å resolution (Figure A). The unit cell
contains 12 polypeptides and 6 copies of the UNC119BΔ66:ARL3-GppNHp
complex.
Figure 5
Crystal structure of the UNC119BΔ66:ARL3-GppNHp complex.
(A) Crystal structure of the UNC119BΔ66:ARL3-GppNHp complex
with UNC119BΔ66 shown in green and ARL3 in salmon. The bound
nucleotide GppNHp is in gray stick form. The negatively charged loop
at the entrance of the UNC119B cargo binding pocket is colored in
red. (B) Comparison of the cargo binding residues of UNC119B (green)
with UNC119A (pink) when bound to ARL3. Residues which undergo a shift
between the two structures (F98, Y142, F144, F148, Y207, and Y246)
are shown in stick form. (C) Residues highlighted in part B (F98,
Y142, F144, F148, Y207, and Y246) showing the effect of the residue
shift on the cargo binding cavity. (D) The UNC119BΔ66:ARL3-GppNHp
induces a conformational change placing the residues enriched in glutamic
acids in the 2′ β-strand in proximity of the bound cargo–glutamic
acid side chains shown in stick form. UNC119BΔ66 bound to LCK
peptide is shown in blue, while the UNC119BΔ66:ARL3 conformation
is shown in green. LCK peptide is in yellow in stick form. The negatively
charged loop at the entrance of the UNC119B cargo binding pocket is
colored in red. (E) Comparison of the residues undergoing a conformational
change between UNC119A and UNC119B. UNC119B has a significant enrichment
of negatively charged residues resulting in a pI of 3.17 compared
to UNC119A which has a pI of 6.6 for the equivalent residues.
Crystal structure of the UNC119BΔ66:ARL3-GppNHp complex.
(A) Crystal structure of the UNC119BΔ66:ARL3-GppNHp complex
with UNC119BΔ66 shown in green and ARL3 in salmon. The bound
nucleotide GppNHp is in gray stick form. The negatively charged loop
at the entrance of the UNC119B cargo binding pocket is colored in
red. (B) Comparison of the cargo binding residues of UNC119B (green)
with UNC119A (pink) when bound to ARL3. Residues which undergo a shift
between the two structures (F98, Y142, F144, F148, Y207, and Y246)
are shown in stick form. (C) Residues highlighted in part B (F98,
Y142, F144, F148, Y207, and Y246) showing the effect of the residue
shift on the cargo binding cavity. (D) The UNC119BΔ66:ARL3-GppNHp
induces a conformational change placing the residues enriched in glutamic
acids in the 2′ β-strand in proximity of the bound cargo–glutamic
acid side chains shown in stick form. UNC119BΔ66 bound to LCK
peptide is shown in blue, while the UNC119BΔ66:ARL3 conformation
is shown in green. LCK peptide is in yellow in stick form. The negatively
charged loop at the entrance of the UNC119B cargo binding pocket is
colored in red. (E) Comparison of the residues undergoing a conformational
change between UNC119A and UNC119B. UNC119B has a significant enrichment
of negatively charged residues resulting in a pI of 3.17 compared
to UNC119A which has a pI of 6.6 for the equivalent residues.The interface between UNC119B and ARL3 is ∼1000
Å2 and formed primarily through a parallel β-strand
interaction
through switch I of ARL3 and a β-strand on UNC119B. Additional
electrostatic interactions occur between UNC119B K99 with ARL3 E40
and UNC119B R101 and ARL3 S39 (Supplementary Figure 4A). The interaction between UNC119B and ARL3 is highly conserved
when compared to the UNC119A:ARL3 complex (PDB: 4GOJ—Supplementary Figure 4B). This result is to be
expected, as the ARL3 binding residues of UNC119B are highly conserved
(Figure D) with UNC119A
and only two residue differences are observed. The first is R198 in
UNC119B which is a lysine residue in UNC119A and D206 is a glutamic
acid in UNC119A. Neither of these residue differences significantly
disrupts surface charge (Supplementary Figure 4C), and in both cases, the side chain is not involved in the
interaction. Such conserved interactions help to explain why the binding
affinities of UNC119A and UNC119B to ARL3 are so similar (reported
11 and 30 nM, respectively).[12]ARL3
binding to UNC119B induces a conformational change in UNC119B
whereby Y194 flips from parallel to perpendicular relative to the
myristoyl lipid (Supplementary Figure 5). This results in generating a steric clash with the lipid as well
as opening up of the mouth of the binding pocket, reducing the affinity
for the cargo and facilitating its release. This mechanism is broadly
conserved with UNC119A;[8] however, the aromatic
residues which form the myristoyl binding pocket are shifted when
compared to the UNC119A:ARL3-GppNHp complex (PDB: 4GOJ) (Figure B and C), potentially resulting
in a greater reduction in cargo affinity than UNC119A; however, this
may be influenced by a glycerol molecule from the cryo-protectant
present in the binding pocket. While these subtle conformational changes
may result in reduced affinity for the cargo in UNC119B relative to
UNC119A, it does not explain specific differences in cargo protein
release, which are likely to be dependent on the cargo amino acid
composition, which would not be affected by the differences in UNC119lipid binding residue conformation.One peculiar difference
between UNC119B and UNC119A is the presence
of a stretch of amino acids (residues 117–135), which is present
in the vicinity of the opening of the hydrophobic binding pocket and
has a high density of glutamic acid residues producing a strong negative
charge at physiological pH with a pI of 3.2 (Figure E). This sequence of residues is not conserved
with UNC119A which has a shorter loop, and while charged residues
are present with both arginine and aspartic acids residues present,
the overall pI is more neutral at ∼6.6. When comparing the
UNC119B peptide bound complex to that bound to ARL3-GppNHp, the 2′
β-strand at the entrance of the pocket is not present when bound
to ARL3 (Figure D)
and forms interactions with a symmetry mate, and while electron density
for the entire loop is not observed, several glutamic acid residues
are observed. Without the 2′ β-strand, this sequence
is likely to have increased flexibility in solution and may allow
for additional disruptive interactions with the bound cargo peptide.
This highly negatively charged sequence could therefore provide an
additional release mechanism not found in UNC119A, providing a potential
molecular mechanism for the differences detected in cargo binding
and release. In line with this hypothesis, the cargo peptidesFMNL1,
PCMTD1, and GNAI2, which are more efficiently released from UNC119B
with ARL2 than UNC119A, all have a negatively charged residue between
residues 5 and 10.
Discussion
Correct protein cellular
localization is key to maintaining normal
cellular homeostasis. For soluble proteins, diffusion may be a sufficient
mechanism to ensure correct localization. Lipid modified proteins
(including many GTPases, kinases, phosphatases, etc.), however, face
unique challenges when shuttling between different membrane compartments.
The hydrophobic lipid modification needs to be masked from the hydrophilic
cytosol in order to maintain protein stability.UNC119A and
UNC119B both bind to N-myristoylated cargoes with affinities
in the low nanomolar range depending on the composition of their N-terminal
5 amino acids.[11,12] Until now, there were no structural
or biochemical differences reported despite both homologues having
reported different biological functions. It is proposed that ARL3
mediates release of ciliary and immunological synapse[11] cargoes, whereas ARL2 releases cargoes that localize outside
these membrane domains.As both the primary cilium and the immunological
synapse are important
signaling hubs, it is necessary to understand their precise protein
composition and the mechanisms regulating protein traffic to these
systems. Our data provides biochemical evidence that UNC119A and UNC119B
have overlapping but not identical cargo specificities (Supplementary Figure 6), which supports previous
data of homologue specific trafficking. Our data shows that there
can be differences between UNC119A and UNC119B in cargo binding affinities
and cargo release most notably in PCMTD1, FMNL1, and GNAI2. Our data
provides the first structural comparison between UNC119A and UNC119B
and suggests UNC119B cargo affinity and release may be influenced
by stretch of negatively charged residues specific to UNC119B at the
entrance of the lipid-binding pocket. When bound to a cargo protein,
UNC119B can form an additional β-strand not observed in UNC119A,
placing these negatively charged residues away from the cargo protein.
When the additional 2′ β-strand is not present, the negatively
charged residues are likely to be flexible in solution. These residues
may form additional interactions with the cargo protein in a mechanism
similar to that proposed for the N-terminal residues of UNC119A (residues
1–55, termed the “regulatory arm”) that have
been reported to bind to LCK[11] and are
proposed to couple UNC119A mediated trafficking with the LCK phosphorylation
state. Interestingly, the residues comprising the “regulatory
arm” are poorly conserved between UNC119 homologues. It would
be intriguing to identify further UNC119 cargo proteins, which can
also bind to cargo proteins independently of the lipid in order to
identify a “regulatory arm” motif. Due to the significant
sequence heterogeneity in the N-terminal residues of UNC119 proteins
(Figure ), such a
motif is likely to be highly specific to the different UNC119 homologues
and further expand our knowledge on UNC119 homologue specific trafficking.As all of the peptides bind to UNC119A and UNC119B with high affinity
in a cellular context, it is necessary to consider the physiological
context of these differences. The primary cilium is a stable structure
allowing equilibrium to be reached. In contrast, the immunological
synapse is transient, reducing the time to establish equilibrium.
As such, differences in protein binding may have a more pronounced
effect in the context of the immunological synapse, as it is a more
transient structure. Recently, it has been proposed that ARL3 is efficiently
activated by its GEFARL13B (guanine nucleotide exchange factor—a
protein that facilitates activation of g-proteins by accelerating
nucleotide exchange) only in the presence of another protein, binder
of ARL2 (BART) protein which was termed a co-GEF. Furthermore, it
was proposed that the ARL3 is kept in its GTP bound, active, form
in complex with its co-GEF.[33,34] It is possible that
the interplay between ARL13B, BART, and the ARL3 GTPase activating
protein GAP (XRP2) generates a gradient or different local concentrations
of ARL3-GTP within the primary cilium and immunological synapse. Both
the primary cilium and the immunological synapse are known to be further
compartmentalized[35,36] into specialized microdomains.
It is possible that different concentrations of ARL3-GTP could allow
for the subtle differences in UNC119 release profiles observed in
this study to influence protein trafficking to these microdomains.
Authors: Shehab A Ismail; Yong-Xiang Chen; Alexandra Rusinova; Anchal Chandra; Martin Bierbaum; Lothar Gremer; Gemma Triola; Herbert Waldmann; Philippe I H Bastiaens; Alfred Wittinghofer Journal: Nat Chem Biol Date: 2011-10-16 Impact factor: 15.040
Authors: Malte Schmick; Nachiket Vartak; Björn Papke; Marija Kovacevic; Dina C Truxius; Lisaweta Rossmannek; Philippe I H Bastiaens Journal: Cell Date: 2014-04-10 Impact factor: 41.582
Authors: Johannes Schindelin; Ignacio Arganda-Carreras; Erwin Frise; Verena Kaynig; Mark Longair; Tobias Pietzsch; Stephan Preibisch; Curtis Rueden; Stephan Saalfeld; Benjamin Schmid; Jean-Yves Tinevez; Daniel James White; Volker Hartenstein; Kevin Eliceiri; Pavel Tomancak; Albert Cardona Journal: Nat Methods Date: 2012-06-28 Impact factor: 28.547
Authors: Kevin J Wright; Lisa M Baye; Anique Olivier-Mason; Saikat Mukhopadhyay; Liyun Sang; Mandy Kwong; Weiru Wang; Pamela R Pretorius; Val C Sheffield; Piali Sengupta; Diane C Slusarski; Peter K Jackson Journal: Genes Dev Date: 2011-11-15 Impact factor: 11.361