- Jul 2020
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Local file Local fileAmber20.pdf11
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tempi
tempi
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temp0
temp0
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ntr
ntr
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ntc
ntc
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taup
taup
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igb
igb
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ig
ig
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irest
irest
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imin
imin
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rms | rmsd
rms
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Atom Mask Selection Syntax
selection syntax
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Local file Local file
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Local file Local file
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there is a negligible impact of these differences on zwitterionicAMP dynamics as sampled alongμs-long MD simulations using both sets of charges
charges did not show significant difference for MD
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Local file Local file
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KI-MS2-002
structure of KI-MS2-002
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Local file Local file
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The F2X-Entry Screen is a subset of the F2X-Universal Library
F2X entry is a subset of F2X universal
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However, for compound libraries witheven smaller compounds (about five to seven non-hydrogenatoms) higher hit rates were reported
the smaller the fragment, the higher the hit rate. the purpose of different fragment libraries are different, both want to identify hot spots, and Reilly wanted to help MedChem optimization
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the PanDDA approachincreased the hit yield significantl
PanDDA method seems good
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Of these, 10 hits (10 binding events) were observed onAar2, 11 hits (12 binding events) on RNaseH, and 1 hit (one bind-ing event) at the functional interface of the two proteins
exciting results, 3 binding sites were identified with ligand
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FragMAXapp
https://www.maxiv.lu.se/industry/ it is a synchrotron facility
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numerous commercial libraries are availableon the market, a large subset of them being reviewed in detail
need to read this paper
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- Jun 2020
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practicalfragments.blogspot.com practicalfragments.blogspot.com
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All of the fragment hits in this case were identified through visual inspection of the electron density maps
manual inspection of the density map to find the binder
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Soaking each of the compounds at 100 mM yielded 8 structures, 5 of which bound in the active site.
100mM soaking of each compound
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cryoprotectant
防冻剂
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Local file Local file
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200 μmol/L potential hit compound or 200 μmol/L potential hit compound in the presence of 5 μmol/L protein.
working solution of single compound NMR: 200 uM compound, 5 uM protein
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00 μmol/L of the compound mixture
working solution of mixture NMR: 200 uM compound, 20 uM protein
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DMSO-d6 stock solu-tions with a group compound concentration of 10 mmol/L were prepared and used for screening
stock solution: 10 mM = sum of conc. of all group member?
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Chemdiv and Enamine,
vendors
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During the fragment hit-to-lead process, we typically synthesize 50–100 compounds to increase the binding affinity from millimolar to nanomolar, and we routinely generate multiple lead series for each target
50-100 compounds from millimolar to nanomolar, that is too successful, 10^6 increase
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emphasizing X-ray crystallography.
emphasizing X-ray is Astex's way
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the most potent fragment is often not the best starting point for hit-to-lead chemistry.
a good lession: the most potent hit may not be the best starting point for further optimization.
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Although better cross-validation would provide increased confidence in fragment hits, there is a danger that this may also result in the systematic selection of more potent hits,
this is a dilemma, if you expect a hit to be validated in both NMR and X-ray, you are actually expect a stronger binder.
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great importance should be placed on accurately characterizing the solubility of a fragment library
for X-ray screening, solubility must be good enough. what is the cutoff?
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observe a correlation of 30–40% using these two techniques.
only 30~40% correlation between X-ray and ligand observed NMR
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use ligand-observed NMR
Does "ligand observed NMR" equal to "ligand 1D-NMR"
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Another area of active debate centres on the lack of correlation of fragment hits obtained using different detection techniques
I have not notice this before, which reflects my lack of FBDD experiences.
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that current fragment libraries are largely composed of ‘flat structures’
flat structures are not good enough for some protein targest?
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our results support the view that less complex molecules give a higher hit rat
FBDD is good for hit identification
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practicalfragments.blogspot.com practicalfragments.blogspot.com
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cryoprotectant
防冻剂
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bits.csb.pitt.edu bits.csb.pitt.edu
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TIGIT small molecule allosteric inhibitor
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but subsequent trials failed to show any acti
cellular activity is not promising
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cadd cadd
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UT-34 induced the regression of enzalutamide-resistant tumors at doses when the AR is degraded
What dose?
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T-34 caused the degradation of the full-length AR, but not the tau-5-deleted AR
tau-5 locates between AF-1 and DBD, deletion of this region may cause significant protein structure change, such change may result in different AR degradation profile which is irrelavant with UT-34
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URL
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chloroform extracts of ten marine sponges werescreened for their antimicrobial activit
chloroform extracts were directly used without further separation for antimicrobial activity test. How to separate the active indigrient then?
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more than5000 different compounds have been isolated fromabout 500 species of sponges
will this reference provide a list of extracts of marine sponges
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Since then well over 14,000 dif-ferent natural products from marine organismshave been described
will this reference provide a list of extracts of marine sponges
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Dynamic properties of PPAR-γ
molecule is intrisincly dynamic
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Our laboratory recently reported the structure of the intact PPARγ-RXRα heterodimer bound to its idealized DNA site, with coactivator peptides and ligands of both receptors
the author of this review published the full length structure of PPARg
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he studies using the LNCaP xenograft tumor model show that JJ-450 can suppress AR functionin vivo
in vivo activity
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inhibiting both full-length AR andAR splice variants lacking LBD.
inhibit both FL and ARv7
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with ()-JJ-450 beingapproximately 9-fold more potent than (þ)-JJ-450 in the luciferasePSA-reporter assay (24)
chirality is important for the activity
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Enzalutamide is an inhibitor of androgen-receptor signaling that exerts its activity by binding avidly to the ligand-binding domain of the androgen receptor, competing with and displacing the natural ligands of this receptor (testosterone and dihydrotestosterone)
Enzalutamide binds to AR LBD
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he discoveryof five distinct pockets in these complexes expands the possibilities fortargeting HIF protein activities with drug-like molecules for thera-peutic purposes.
5 distinct pocket proposed in this paper
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A proposed mechanism by which 0X3 binding candestabilize the HIF-2a–ARNT heterodimer.
R366 conformation is almost identical in apo and X03 bound structures(4zp4 vs 4zqd)
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. This mech-anistic hypothesis suggests perturbation of a few amino acidresidues within the PAS-B domain is sufficient to disrupt a largeprotein:protein interface leading to complete blockage of HIF2a-driven gene transcription
in fact, the PPI is not disrupted, but altered.
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- May 2020
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Local file Local file
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6TX6, 6TX4, 6TX7, 6TX8, 6TX5 and 6TX9). (
crystal structures solved in this paper
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ragment 1
if fragment 1 is too acidic, then fragment 3 and 7 are too basic. And fragment 3 and 7 are not validated as binder
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this paper may related to the previous one of Daniel Seeliger. FBDD is not only useful for hit fidning, but also for MoA exploration. CADD is particular suitable for FBDD as the sampling of small molecule will more thourough
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site-identification by ligand competitive saturation (SILCS)
SILCS
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MiniFrags
crystallograpy method for hit finding
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IkBaphosphopeptide (IPP)
peptide binder to beta-TRCP
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Local file Local file
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when using miniconda, you can’t move the Amber install folder fromits original location
do not move amber install folder in bundled Miniconda is chosen during installation
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10.2 inclusive
CUDA10.2 is supported
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ecommended choice isgaff2
gaff2 is recommended for organic molecule
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gamma_ln
collision frequency, in ps-1
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OPCwater model in combination with the ff99SB was found to improve, significantly, accuracy of atomistic simulationsof IDPs
Myc is a typical IDP. To model Myc, force field must be carefully chosen.
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ff19SB
ff19SB
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ambermd.org ambermd.org
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wt1mg_min_water
should be wt1mg_min.rst
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Local file Local file
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ecommended choice isgaff2
gaff2 is recommended for organic compounds
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nrt1 deletion
highlights one transporter thatdisplays a significant extent of such resistance (as thenrt1dele-tant).NRT1encodes a nicotinamide riboside transporter, whichled us to hypothesize (i) that such a deletant would display resis-tance to DPI when cultured axenically, and (ii) that nicotinic acidwould be able to compete with the DPI and effect phenotypicresistance.Figure 2Bshows that both predictions are entirelyfulfilled
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DPI
Diphenylene iodonium
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ramifications
后果
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Protein:lipid~3:1
this ratio is contrary to the quote 1:10 Lipitor get through the membrane through OATP1B1?
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sapiens
Human cell has the most number of carriers
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Over 60 Drug Discovery Webinars
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cbio.bmt.tue.nl cbio.bmt.tue.nl
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This is a good overview of the common potentials of a force field
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ambermd.org ambermd.org
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4 missing angle parameters
no missing angle parameters when processed in Amber18
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Ideally you should really test these parameters (by comparing to ab initio calculations for example) to ensure they are reasonable
How to compare?
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parmchk
parmchk2 in Amber18
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C, N, O, S, P, H, F, Cl, Br and I
GAFF only supports 10 elements?
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GAFF
GAFF
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Annotators
URL
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the commented Python scripts optFromSmiles.py, optLigandInProtein.py and torsionalScan.py which serve as examplesof simple and constrained MMFF minimizations
I will learn these scripts
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ositionalCartesian restraint
Cartesian restraints are available in Schrodinger MacroModel, how to implement them? some example scripts are included in Additional file 1 of this article
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The possibility of adding these restrainingpotentials to the force field expression has also beenadded to the existing RDKit UFF implementation
Rdkit UFF also support cartesian restraints
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relax ligand-receptor complexeswithout causing major alterations of their originalgeometry, or to perform a torsional scan on a selecteddihedral while relaxing the rest of the molecule.
such functions are like Schrodinger MacroModel, how to implement them?
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www.sciencedirect.com www.sciencedirect.com
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SARS-CoV PLpro
SARS-CoV PLpro PDB, 2fe8
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www.sciencedirect.com www.sciencedirect.com
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MONN contains a pairwise interaction prediction module, which can capture the non-covalent interactions between atoms of a compound and residues of a protein with extra supervision from the labels extracted from available high-quality 3D compound-protein complex structures
does that mean MONN can predict binding site
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this is done by Tshinghua Univ
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- Apr 2020
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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this seems to be a review
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Arv7
ARv7
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Annotators
URL
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vina.scripps.edu vina.scripps.edu
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AutoDock Vina ignores the user-supplied partial charges
partial charge is ignored because the scoring function treated electrostatic interactions with other parameters.
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pubs.acs.org pubs.acs.org
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available
commercialized?
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URL
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Local file Local file
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pubs.acs.org pubs.acs.org
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Mixed the plate thoroughly and incubated for one hour at room temperature. Then 5 μL development solution was added to each well and the plate was incubated for 1h at room temperature;
the compound and kinase are incubated together for at least 2 hours. And 2 hours is enough for covalent adduct to form. if compound can form covalent adduct with FGFR1, why FGFR1 inhibition IC50 is so poor?
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e submit that the use of a crystallographic primary screenfollowed by rapid poised chemistry to generate a follow-uplibrary offers a new, powerful method in hit discovery and leadseries selectio
method summary: crystallography as primary screen, followd by rapid poised chemistry
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he ten reactions were selected to create poisedscaffolds with which to perform substructure searches. Thepoised fragment chemical space was further augmented withtwelve heterocycle forming reactions as dened by Hartenfelleret al.33and an oxazole formation developed in our own lab.
poised fragment are generated by matching 10 reaction from 2011 ref, 12 heterocycle forming reaction from Hartenfeller ref, and 1 oxazole formation reaction
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As a simpleexample, an amide bond can be deconstructed into an acidchloride and an amine.
example of poised bond
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Poised
均衡的
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with accordingly increased sensitivity
higher concentration of compounds increased the sensitivity of crystallography, compared to solution screen.
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A poised fragment library enables rapid syntheticexpansion yielding thefirst reported inhibitors ofPHIP(2), an atypical bromodomain
what is the library? compound in the library can be expanded quickly by synthesis why they designed it this way? they did not find convincing hits from solution screen. They use crystallography as primary screening tech what assay they used for the screening? AlphaScreen competition assay as function assay
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reader.elsevier.com reader.elsevier.com
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ZDD (ZINC drug database) containing 2924
subset of ZINC, total 2924
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Natural products database
1066 natrual product
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Local file Local file
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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S(+)‐ketamine affinity for the PCP site could be three times higher than that of R(−)‐ketamine 94, which confers to S(+)‐ketamine a strong analgesic and anesthetic effect, at least two times stronger compared to the racemic mixture 115.
S isofom of ketamine has stronger binding to PCP site than R isoform
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NMDA (specifically activated by N‐methyl‐D‐aspartate) and non‐NMDA 89 (such as AMPA [alpha‐amino‐3‐hydroxy‐5‐methyl‐4‐isoxazole‐propionic acid] and KA [kainate]) receptors
name of NMDA, AMPA and KA
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e it forms stable hydrogen bonds with the two pore-loop asparagine residues N614 (GluN1) and N612
interaction with the Asn is observed in MD simulation
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The omit electron density map showed only electron density for the β-carbon of N612;
sidechain of N612 is disordered in the crystal structure
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N612 of GluN2B
nitrogen is interacting with N612 of GluN2B, so a positive charge is important here.
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The side effects of MK-801, which are probably a result of its high affinity for and long dwell time on the receptor, preclude its clinical application
MK-801 has side effect, and may related to its high affinity and long off rate.
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small molecules that target the TMD, including MK-801 (dizocilpine) and memantine,
MK-801 and memantine are targeting the TMD of NMDA
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Neurodegenerative disorders, chronic pain, stroke and schizophrenia have all been attributed to the dysfunction of NMDA receptors
disease link to many neuro diseases
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the binding site of the NMDA receptor blocker, MK-801.
MK-801 is an ion channel blocker
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from inhibitor to activator
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The extracellular region of the human ACE2 enzyme is com-posed of two domains.
two domains: 1. zinc metallopeptidase domain(N terminal, residues 19-611) 2. C-terminus (residues 612-740)
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the N terminus- andzinc-containing subdomain I (red), com-posed of residues 19–102, 290–397, and417–430; and the C terminus-containingsubdomain II (blue), composed of residues103–289, 398–416, and 431–615.
definition of the two subdomains
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The metallopeptidase domain of ACE2 can be further dividedinto two subdomains (I and II)
zinc metallopeptidase domain(N terminal, residues 19-611) can be further divided into two subdomains(I and II), which form the two sides of a long and deep cleft.
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Local file Local fileuntitled1
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100 nM MLN-4760did not interfere with immunoprecipitation of ACE2 by S1-Ig,nor did this inhibitor interfere with S-protein-mediated infec-tion (Figure 4B and C)
hACE2 inhibitorm MLN-4760, does not interfere with immunoprecipitation of ACE2 by S1-Ig, nor did this inhibitor interfere with S-protein-mediated infection. So ACE2 inhibtor should not be a good way to interfere SARS infection
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WIN site inhibitors that–in light of our recentwork–could be repurposed for targeting MYC
WIN site inhibitor could be repurposed for targeting MYC
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We do notknow how the WIN site tethers WDR5 to chromatin.
how the WIN site tethers WDR5 to chromatin?
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t disrupting the MYC–WDR5 interaction has real anti-cancer potential
potential
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myc-TEAD1
what is myc-TEAD1
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cking pose for compound 3.1.
With AutoDock and 3kys, I can not reproduce the docking pose provided by this paper
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CPD3.1 also significantly inhibitedTEAD-dependent NLUC secretion at 20μM with IC50=70μM(Figure 4C), without affecting cell viability
CPD3.1 is a part of Compound 3, but shows better IC50
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INC)
they did virtual screen against ZINC
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We did not use the YAP peptides containing residues in interface1 because it has been shown that interface 1 is dispensable forYAP binding
this is strange, as the YAP interface 1 segment is a beta strand, which forms multiple Hbond with TEAD. So how could it be dispensable for TEAD binding?
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YAP peptide
what is the sequence of the peptide? it might be the peptide 1 in Fig 1D, which shows the strongest binding to TEAD, ~ 200 nM. Peptide 1 contains just the alpha helix and omega loop, so it is possible that the FA binding will affect the beta strand part which is missing in peptide 1
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The central pocket of TEADs has an excellent druggabilityscore
what is the score? calculated by which software the author probably used Schrodinger Sitemap, although they did not mention. but they used Schrodinger to calculated the strain energy and prepare the protein structure
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However, we cannotcompletely rule out the possibility that the second flufenamate-binding site, which is close to the interface-3 region of TEAD,could play a synergistic role in inhibition
role of binding in omega loop site is not clear
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Because we did notobserve the disruption of TEAD-YAP interactions by FA and NAin vitro, it is not clear how flufenamates, such as FA, inhibit theTEAD-YAP-mediated gene expression.
discrepency between in vitro binding and in vitro cellular assays is not addressed by the author
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, indicating that TEAD-YAPinteraction is unaffected by flufenamate binding in vitro
FA binding did not affect YAP-TEAD interaction in vitro
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sug-gesting that BFA might not fully occupythis site and binds to interface 3 withmuch weaker affinity
BFA binding might be weak
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a second molecule of BFA (mole-cule 2)
the author does mentioned the omega loop site(site 3) binding of BFA
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The hit rate was found to be much lower thanthat of the fragment screen
the author implied that fragment screening usually has higher hit rate than drug size library screening.
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two libraries were screened by DSF:
- in-house fragments library(800 compounds)
- Pharmakon library( known FDA drugs)
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harmakon library
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a hit rate of about 4%
hit rate of 4% by DSF is similar to that of screening against kinase targets, interesting.
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fragment library
fragment screening for binders are really powerful. this library contains 800 fragments
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igh hydrophobicity
indeed this pocket is very hydrophobic, and its natural binder are fatty acids
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distance between Lys37 on each H3 tail and the active site ofMLL1SETwas ~60 Å, allowing active-site access to H3 K4 and K9,but not to H3K27
this distance betwen K37 and K4 may be similar to 60A, so that H3K4 methylation is possible
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- Mar 2020
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pubs.acs.org pubs.acs.org
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n pools offive
every 5 compounds were put in a well
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Intact-Protein Mass Spectrometry
intact mass is used for screening
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993 mildly electrophilic fragment
993 compounds in the library
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covalent fragment screening
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Local file Local file
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ll datasets were supplied by Suther-land in the Supporting Information as 3D geometriesaligned according to the original literature, namely byflexible alignment on one or more templates obtained bycrystallographic enzyme-inhibitor complexes
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The scoring function was designed to encourage thematch between atoms with similar electrostatic charge,giving an additional bonus to atom pairs bearing a non-zeroformal charge of the same sign and a penalty to oppositelycharged centres
the score will be high if atom with similar electrostatic charge is aligned.
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Pharao
engine for pharmacophore matching
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eight comprehensive datasets
what are the datasets look like? this may help to understand the application domain of this tool.
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pharmacophores, heavyatoms or a combination of the two
pharmocophore or heavy atom match is used for measurement What does the score mean?
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better O3A alignments give higher scores
O3A alignment conformation generation, need to add Hs and use MMFF force field
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cg.cs.tsinghua.edu.cn cg.cs.tsinghua.edu.cn
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Jittor
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www.runoob.com www.runoob.com
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Online javascript editor
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antibodystructure.org antibodystructure.org
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antibody modeling
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ochem.eu ochem.eu
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A lot of data resources
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asteeves.github.io asteeves.github.io
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GetDihedralConfDegree
rdkit can measure dihedral. How to define the dihedral? seems user needs to provide 4 atom ids, but how to get the ids? Method 1. Use PyMOL to load the structure, and show label>Atom properties>Rank. Then the atom id will be labelled Method 2. Use SMARTS? How to?
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stackoverflow.com stackoverflow.com
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form["username"]
with Python 3.7.4, the statement should be:
form['username'].value
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stackoverflow.com stackoverflow.com
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python -m http.server --cgi 8000
use python to launch a http server
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www.mdanalysis.org www.mdanalysis.org
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MDAnalysis
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b
protonation state of the compound in panel b is wrong
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5FNQ9
this is the KEAP1 crystal structure used for virtual screening.
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Two of our top hits, iKeap1 and iKeap2 are able to displace the NFR2 peptide from KEAP1.
2 compounds can disrupt the PPI
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These compounds are shown in Supplementary Figs. 1, 2, and
Total 6 compounds
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using KEAP1 alone,
which PDB?
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the average docking score increase
top 50 molecules are selected. Although the average docking score increases, what about the average ligand efficiency
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AutoDock Vina
AutoDock Vina is the primary docking engine
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PDBQT
this is the input for AutoDock
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AutoDock
AutoDock is compatible with this tool
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10,000 CPU cores
10,000 CPU cores for 2 weeks Question:
- where can we find 10,000 CPU cores in China? AWS? Ali? Tencent?
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KEAP1
which PDB strcuture they chose?
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ten drug
The target the author chosen is a known target, with 10 drugs under clinical trials. So they have prior knowledge about the correct conformation of the binding site, and also the shape of the bound molecules. These helps a lot for the author to pick the hits.
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BVS)
the author will focus on SBVS, which mainly involves docking
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~1.3 billi
the 1.3 billion compounds consist of both Enamine REAL and ZINC
Tags
- wrong
- cloud computation
- docking
- SBVS
- AutoDock
- virtual library
- AutoDock Vina
- virtual screening
- question
Annotators
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www.rdkit.org www.rdkit.org
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legendFontSize
this can control the label size
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www.samson-connect.net www.samson-connect.net
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this tool seems like DataWarrior, and it uses RDkit
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Local file Local file
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After discussion with Xiao, I believe the tetramer hypothesis of TAZ-TEAD is not correct. Reasons:
- There are two TAZ-TEAD binding modes in the structure, 5gn0. And one is similar to the canonical YAP-TEAD structure, albeit TAZ has shorter loop between the alpha helix and omega loop.
- the CoIP result just shows that TAZ can form homodimer, which is induced by its coiled-coil segment. And such coiled-coil segament is far from the TEAD binding domain.
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www.pnas.org www.pnas.org
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TAZ, but notYAP, could also form a homodimer
TAZ can form a homodimer, while YAP can't
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Annotators
URL
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bmcchem.biomedcentral.com bmcchem.biomedcentral.com
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RD-Metabolizer
RD-Metabolizer used RDkit
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Developed by Honglin Li. Worth to check, since it is compared with SMARTCyp and seems to be better.
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lti-faceted roles in regulating tumorimmunity in addition to their growth-regulatory function
attention to its role in immune system should be paid
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www.cresset-group.com www.cresset-group.com
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several conformation generation tools are compared, but the by comparing the RMSD between generated conformation and bioactive conformation is not quite reasonable. Instead, the rmsd of non-rotatable fragments should be the target.
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2017Perspectivepubs
test
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France
It is a from french group.
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Miniperspective
this is a review
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- Dec 2019
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mp.weixin.qq.com mp.weixin.qq.com
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IPW
IPW may reverse brain aging by inhibit TGFbeta
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Annotators
URL
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- Nov 2018
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STING
STING is abbreviation of stimulator of interferon genes
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- Mar 2017
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www.nature.com www.nature.com
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Alzheimer amyloid hypothesis lives on
test
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- Dec 2016
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www.nature.com www.nature.com
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Top 10
Nature Reviews Drug Discovery Top 10 is must to read
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Annotators
URL
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- Nov 2016
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pubs.acs.org pubs.acs.org
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Cyclic Peptides
cellular permeable Peptide is very interesting
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hypothes.is hypothes.is
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AnnotatingAll Knowledge
This video is very good for new users to know the Hypothes.is is very welcome by the major publishers and why.
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Annotators
URL
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www.nature.com www.nature.com
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Annotating the scholarly web
This is my 1st try of Hypothesis. And this article seems to sing high praise for this tool.
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