| Literature DB >> 35465359 |
Chiara Pedicone1, Sandra Fernandes1, Alessandro Matera2, Shea T Meyer3, Stewart Loh4, Jeung-Hoi Ha4, Denzil Bernard5, John D Chisholm3, Rosa Chiara Paolicelli2, William G Kerr1,3.
Abstract
Here, we describe the use of artificial intelligence to identify novel agonists of the SH2-containing 5' inositol phosphatase 1 (SHIP1). One of the compounds, K306, represents the most potent agonist identified to date. We find that K306 exhibits selectivity for SHIP1 vs. the paralog enzyme SHIP2, and this activation does not require the C2 domain of SHIP1 which other known SHIP1 agonists require. Thus, K306 represents a new class of SHIP1 agonists with a novel mode of agonism. Importantly, we find that K306 can suppress induction of inflammatory cytokines and iNOS in macrophages or microglia, but not by their SHIP1-deficient counterparts. K306 also reduces TNF-α production in vivo in an LPS-induced endotoxemia assay. Finally, we show that K306 enhances phagolysosomal degradation of synaptosomes and dead neurons by microglia revealing a novel function for SHIP1 that might be exploited therapeutically in dementia.Entities:
Keywords: Artificial intelligence; Biochemical mechanism; Biochemistry; Cellular neuroscience; Health sciences
Year: 2022 PMID: 35465359 PMCID: PMC9020084 DOI: 10.1016/j.isci.2022.104170
Source DB: PubMed Journal: iScience ISSN: 2589-0042
Figure 1Novel SHIP1 agonists and their relative activity on SHIP1 and SHIP2
(A) Structures of novel SHIP1 agonists. Percentage increase of phosphatase activity for (B) SHIP1 and (C) SHIP2 enzyme in the malachite green assay. The assay was performed at the indicated mM concentration with the indicated agonist or its vehicle control (0) with 100μM PI(3,4,5)P3-diC8. (Data are representative of 2 independent experiments. Bars indicate mean with ±SEM. The significance of agonism (or inhibition) for each compound vs. vehicle was assessed for all concentration tested via a two-way ANOVA. ∗∗∗∗p < 0.0001, ∗∗∗p < 0.001, ∗p < 0.05).
Figure 2K306 has biological activity consistent with SHIP1 agonistic activity and is a more potent agonist than the pelorol AQX-MN100
(A) IL-6 and (B)TNF-α production by BV2 microglia cells stimulated with LPS for 6 h or 2 h, respectively, as measured from supernatants by ELISA. (Representative results of two independent comparisons of all potential agonists at 5μM). All cells were treated with agonists or vehicle control 1 h before LPS challenge. Bars indicate mean ±SEM. Statistical analysis was performed with one-way ANOVA with Dunnett correction for multiple comparisons versus control (DMSO), ∗∗p < 0.01, ∗p < 0.05). 5′ fluorescence polarization Assay (FP) to measure PtdIns(3,4,5)P3 5′ phosphatase activity on (C) tSHIP1 with K306 and MN-100 and (D) SHIP1-Enzyme (S1-Enz) and SHIP2-Enzyme (S2-Enz) with K306. EC50 of K306 and MN-100 on tSHIP1 and the EC50 of K306 on S1-Enz and S2-Enz were calculated by incubating dilutions of K306 or MN-100 with either enzyme for 20 min at 37°C. PI(3,4)P2 generated by the SHIP enzymes is then measured using the FP assay (Echelon Biosciences). Control reactions include probe alone (PA), where all the probe is free rotating and thus not polarized and no-enzyme (NE) control, where the probe is not displaced from the detector by enzymatically generated PI(3,4)P2 and highly polarized. Shown is one of 2 independent experiments with 6 replicate wells/compound concentration. EC50 was calculated with Prizm version 9.3.1, using Nonlinear regression [Agonist] vs. response (three parameters), using Robust Fitting method, Medium Convergence Criteria, No Weighting and Considering every Y replicate as an individual point.
Figure 3K306 agonism does not require the C2 domain to agonize SHIP1
(A) Structure of the tSHIP1, SHIP1-Enzyme (S1-Enz), SHIP1ΔC2 (S1ΔC2), and SHIP2-Enzyme (S2-Enz) constructs.
(B) Malachite Green Phosphatase Release assay measurements of K306 or AQX-MN100 agonism on purified SHIP1ΔC2. Data in (B) are representative of three independent experiments. Bars indicate mean ±SEM. The significance of agonism for each compound vs. vehicle was assessed for all concentration tested via a two-way ANOVA∗∗∗∗p < 0.0001, ∗∗∗p < 0.001).
Figure 4K306 reduces TNF-α production in vitro and in vivo
ELISA quantitation of TNF-α production by (A) BMDM from LysMCre+SHIP1flox/flox or SHIP1flox/flox mice after 6 h of LPS stimulation, reported as percentage of TNF-α production compared to DMSO-treated BMDM of the same genotype (B) WT BMDM treated with K306 or MN100 for 1 h and incubated with LPS for 1 h. TNF-α was quantified as pg/mL in the cellular supernatant and normalized to the number of the cells present after stimulation.
(C) Mice were treated with K306 (20 mg/kg) or vehicle at 30 min prior to and 30 min after LPS challenge (2 mg/kg). Blood was collected 1 h after LPS challenge and TNF-α levels were measured in the serum with ELISA. Data are representative of 2 independent experiments, N = 5.
(D) BV2 clones were stimulated with Aβ42 (100 ng/mL) for 3 h or 10 ng/mL LPS for 1 h, as indicated. On the y axes is reported % of TNF-α induction relative to the vehicle control for each clone to enable a comparison of % suppression of TNF-α induction in these clones at the indicated K306 concentration. All cells were pretreated with the agonist or vehicle control for 1 h prior to Aβ42 or LPS stimulation. Data are representative of three independent experiments. Bars indicate Mean ± SEM; statistical tests: two-way ANOVA with Tukey correction for multiple comparisons (A, B,E) or unpaired Students T test (C) ∗∗∗∗p < 0.0001, ∗∗p < 0.01, ∗p < 0.05 (E) K306 reduces induction of iNOS in microglia. Mean fluorescence intensity (MFI) for iNOS staining of vehicle or K306 LPS-stimulated BV2 cells. BV2 cells were plated and treated for 1 h with Veh (0.25%DMSO) or K306 (10μM in Veh) prior to addition of LPS (100 ng/mL). Unstimulated BV2 cells treated with Veh are shown as an additional control to assess LPS induction of iNOS (lane 1). After a 1 h incubation with LPS, Veh (0.25% DMSO) or K306 (10μM in Veh) was again added to the indicated samples and incubation was continued for 16 h (Final DMSO concentration in each well was 0.5% DMSO and 0μM (lane 1 and 2), 10μM (lane 3), or 20μM K306 (lane 4). Cells were harvested and expression of iNOS was analyzed by intracellular spectral flow cytometry. A one-way ANOVA with Tukey’s multiple comparison test was used to compare all-pairs of columns. Shown is one representative experiment of 4 independent experiments with 4 replicate wells/condition.
Figure 5K306 selectively increases microglial degradation of membrane-containing phagolysosomal cargo
BV2 pretreated with 10μM K306 for 1 h was incubated with the indicated cargo for 1 h and degradation of the cargo was detected by either fluorescence microscopy (A) or flow cytometry (C and D).
(A) Image of TdTomato-labeled synaptosomes phagocytosed by BV2 cells at time 0 (T0) for uptake and 6 h (T6H) after uptake for DMSO control or K306 treatment.
(B) Quantification of area covered by synaptosomes and mean intensity for synaptosome per cell.
(C) Dead neuron uptake (T0) and degradation (T6H) evaluated by flow cytometry as mean fluorescence intensity of PI-labeled engulfed dead neurons for BV2 cells treated with DMSO or K306 (10μM).
(D) Flow cytometry detection of Aβ42-FITC uptake (T0) and degradation at 2 and 6 h (T2H, T6H). (Data are representative of four independent experiments in (A and B) or three independent experiments in (C, D). Bars indicate mean ±SEM. The significance of engulfment or degradation for K306 vs. vehicle was assessed by unpaired Student’s T-test (C) or via a two-way ANOVA(B, D) with Tukey correction for multiple comparisons. ∗∗∗∗p < 0.0001, ∗∗∗p < 0.001, ∗∗p < 0.01, ∗p < 0.05).
(E) Residual Aβ38, Aβ40, and Aβ42 levels from HeLa swAPP-conditioned medium, after 6 h incubation with BV2 cells treated with K306 or DMSO control, normalized to DMSO and to cell viability. Bars indicate mean ± SEM from three independent experiments.
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| Anti-SHIP-1 Antibody (P1C1) | Santa Cruz Biotechnology | Cat# Sc-8425 |
| Santa Cruz Biotechnology | Cat# Sc-13119 | |
| Anti-β-Actin Antibody (C4) | Santa Cruz Biotechnology | Cat# Sc-47778 |
| m-IgGκ BP-HRP | Santa Cruz Biotechnology | Cat# Sc-516102 |
| TruStain FcX (anti-mouse CD16/32, Clone 93) | Biolegend | Cat# 101320 |
| SHIP1-PE (Clone P1C1) | Biolegend | Cat # 656604 |
| APC/Cyanine7 anti-mouse CD45 Antibody | Biolegend | Cat# 103116 |
| CD45-PerCP (Clone 30-F11) | Biolegend | Cat# 557235 |
| CD11b-APC_Cyanine7 (Clone M1/70) | BD Biosciences | Cat# 557657 |
| iNOS-PE_eFlour610 (CloneCxNFT) | ThermoFisher Scientific | Cat #61-5920-80 |
| Anti-PtdIns(3,4)P2 | Echelon Biosciences | Cat# Z-P034 |
| Phalloidin CruzFluor, 647 Conjugate | Santa Cruz Biotechnology | Cat#sc-363797 |
| Alexa Fluor Plus 555 Goat anti-Mouse IgG (H+L) | Thermofisher Scientific | Cat# A32727 |
| DH 5 alpha competent E.coli | New England Biolabs | Cat# C2987H |
| BL2I (DE3) competent E.coli | New England Biolabs | Cat# C2527H |
| beta-Amyloid Peptide (1-42) Human | Abcam | Cat#ab120301 |
| Lipopolysaccharides from, E coli 0111:B4 (LPS) | Sigma-Aldrich | Cat# L2630 |
| Beta-Amyloid (1-42), HiLyte™ Fluor 488-labeled Human | Anaspec | Cat# AS-60479-01 |
| SHIP2 Lipid Phosphatase Enzyme | Echelon Biosciences | Cat # E-1000-2 |
| BugBuster HT | Millipore | Cat# 70922-4 |
| PI(3,4,5)P3 diC8 (PIP3) | Echelon Biosciences | Cat# P-3908-3 |
| Malachite Green Solution | Echelon Biosciences | Cat# K-1501 |
| eBioscience IC Fixation Buffer | ThermoFisher Scientific | Cat# 00-8222-49 |
| eBioscience Permeabilization Buffer (10X) | ThermoFisher Scientific | Cat# 00-8333-56 |
| Zombie Aqua Fixable Viability Kit | Biolegend | Cat #423102 |
| Molecular Probes DAPI (4',6 Diamidino 2 Phenylindole, Dihydrochloride) | Thermo Fisher Scientific | Cat#D1306 |
| Propidium iodide (PI) | Sigma | Cat#P4170 |
| Mowiol (Polyvinyl Alcohol) | Sigma Merck | Cat#81381 |
| Plasmid Midi Kit (25) | Qiagen | Cat#12143 |
| 5’PtdIns(3,4,5)P3 Phophatase Activity Fluorescence Polarization Assay | Echelon Biosciences | Cat# K-1400 |
| SuperSignal™ West Femto Maximum Sensitivity Substrate | Thermo Scientific™ | Cat#34095 |
| SuperSignal™ West Pico PLUS Chemiluminescent Substrate | Thermo Scientific™ | Cat#34080 |
| Halt™ Protease and Phosphatase Inhibitor Cocktail (100X) | Thermo Scientific™ | Cat#78440 |
| Syn PER Synaptic Protein Extraction Reagent | Thermo Fisher Scientific | Cat#87793 |
| 4–15% Mini-PROTEAN® TGX™ Precast Protein Gels | Bio-Rad | Cat#4561084 |
| ELISA MAX™ Standard Set Mouse IL-6 | BioLegend | Cat#431301 |
| ELISA MAX™ Standard Set Mouse TNF-α | BioLegend | Cat#430901 |
| TMB Substrate Set | BioLegend | Cat#421101 |
| Cell Counting KIT-8 CCK-8 | Dojindo Molecular Technologies Inc | Cat#CK04-20 |
| Lipofectamine™ CRISPRMAX™ Cas9 Transfection Reagent | Thermo Fisher Scientific | Cat#CMAX00008 |
| Truecut™ Cas9 Protein v2 | Thermo Fisher Scientific | Cat#A36498 |
| TrueGuide™ Synthetic sgRNA – Inpp5d mouse | Thermo Fisher Scientific | Cat#CRISPR494808_SGM |
| TrueGuide™ Synthetic sgRNA – Negative control | Thermo Fisher Scientific | Cat#A35526 |
| Syn PER Synaptic Protein Extraction Reagent | Thermo Fisher Scientific | Cat#87793 |
| V-PLEX Aβ Peptide Panel 1 (6E10) Kit | Meso Scale Discovery | Cat#K15200E-2 |
| Sigma-Aldrich | Cat#TOX8-1KT | |
| Phrodo™ iFL Green STP Ester (amine-reactive) | Thermo Fisher Scientific | Cat# P36012 |
| SHIP2 structure | ( | PDBID: |
| SHIP2 structure | ( | PDBID: |
| INPP5B structure | ( | PDBID: |
| Mcule library | ( | N/A |
| BV2 | ATCC | Cat# CRL-2467 |
| Mouse BV2 scramble clone | Generated by Paolicelli’s lab | NA |
| Mouse BV2 Inpp5d clone 1 | Generated by Paolicelli’s lab | NA |
| Mouse BV2 Inpp5d clone 2 | Generated by Paolicelli’s lab | NA |
| Mouse BV2 cell-line | Kind gift of Marc Suter (UNIL) | CVCL_0182 |
| Human Stably expressing-APPsw Hela cells | Kind gift from Lawrence Rajendran (UZH) | N/A |
| L929 mouse fibroblast cells | Kind gift of Steven Taffet (UPSTATE) | N/A |
| C57BL/6J | Jackson Laboratory | Cat#000664 |
| B6.129S6-Inpp5dtm1Wgk/J | Jackson Laboratory | Cat#028255 |
| B6.129P2-Lyz2tm1(cre)Ifo/J | Jackson Laboratory | Cat#004781 |
| Mouse: B6.Cg-Tg(Camk2a-cre)T29-1Stl/J | Jackson Laboratory | Cat#005359 |
| Mouse: B6.Cg-Gt(ROSA)26Sortm14(CAG tdTomato)Hze/J | Jackson Laboratory | Cat#007914 |
| See | This Paper | N/A |
| See | This Paper | N/A |
| See | This Paper | N/A |
| pET24TEV-tSHIP1 | ( | Addgene ID 183770 |
| pET24TEV-tSHIP2 | ( | Addgene ID 183771 |
| pS97splitRBP | ( | N/A |
| pS97splitRBP_S1ΔC2 | This paper | Addgene ID 183769 |
| pS97splitRBP_S1-Enz | This paper | Addgene ID 183767 |
| pS97splitRBP_S2-Enz | This paper | Addgene ID 183768 |
| AtomNet® AI technology | This paper | N/A |
| FlowJo v10.8.1 | BD Biosciences | |
| SpectroFlo Version 2.2.0.2 | Cytek | |
| ImageJ | ( | |
| Imaris | Bitplane | |
| Prism 9.2 | GraphPad | |
| BioTek Gen2 Data analysis software | Agilent | |
| Image Lab Software | Bio-rad | Cat# 12012931 |
| Thunder Imaging System | Leica Microsystems | |
| HisTrap™ High Performance 5mL column | Cytiva Life Sciences | Cat# GE17-5248-01 |
| Pierce Protein Concentrators 30KMWCO PES | Thermo Fisher Scientific | Cat#88529 |
| DMEM/Ham's F-12 50/50 Mix [+] L-glutamine | Corning® | Cat#10-090-CV |
| Cellstripper™, Liquid | Corning® | Cat# 25-056-CI |
| Gibco™ DMEM, low glucose, pyruvate | ThermoFisher Scientific | Cat# 31885049 |
| Trypsin-EDTA (0.05%), phenol red | ThermoFisher Scientific | Cat# 25300062 |
| Poly-D-lysine Hydrobromide | Sigma Merck | Cat# P7886 |
| μ-Slide 18 Well | IBI | Cat# 81817 |
| Geneticin disulphate (G418) | Carl Roth | Cat# 108321-42-2 |
| Zeocin™ Selection Reagent | ThermoFisher Scientific | Cat# R25001 |
| Microvette® 100 Serum, 300 μL | Sarstedt | Cat#20.1308.100 |