Abstract
Colchicine has served as a traditional medicine for millennia and remains widely used to treat inflammatory and other disorders. Colchicine binds tubulin and depolymerizes microtubules, but it remains unclear how this mechanism blocks myeloid cell recruitment to inflamed tissues. Here we show that colchicine inhibits myeloid cell activation via an indirect mechanism involving the release of hepatokines. We find that a safe dose of colchicine depolymerizes microtubules selectively in hepatocytes but not in circulating myeloid cells. Mechanistically, colchicine triggers Nrf2 activation in hepatocytes, leading to secretion of anti-inflammatory hepatokines, including growth differentiation factor 15 (GDF15). Nrf2 and GDF15 are required for the anti-inflammatory action of colchicine in vivo. Plasma from colchicine-treated mice inhibits inflammatory signalling in myeloid cells in a GDF15-dependent manner, by positive regulation of SHP-1 (PTPN6) phosphatase, although the precise molecular identities of colchicine-induced GDF15 and its receptor require further characterization. Our work shows that the efficacy and safety of colchicine depend on its selective action on hepatocytes, and reveals a new axis of liver–myeloid cell communication. Plasma GDF15 levels and myeloid cell SHP-1 activity may be useful pharmacodynamic biomarkers of colchicine action.
Inflammation involves local activation and extravasation of circulating myeloid cells into damaged or infected tissues. Excessive inflammation is implicated as a causal factor in numerous diseases1, and drugs that treat inflammation are among the most used of all medicines. Nevertheless, many inflammatory diseases remain difficult to treat and current drugs have unwanted side effects2.
Colchicine is one of the oldest medicines still in common use. Historically, colchicine-containing extracts from Colchicum autumnale and Gloriosa superba were important traditional medicines3. Pure colchicine is still widely used to treat diverse inflammatory diseases, including gout, familial Mediterranean fever (FMF), pericarditis, Behçet’s disease and auto-inflammatory dermatitis. It recently demonstrated major potential preventive benefit in cardiovascular disease and COVID-19 mortality, with multiple clinical trials ongoing4–6. However, wider application of colchicine is limited by its narrow therapeutic index and lethal toxicity at high doses7. Determination of its therapeutic mechanism would provide biomarkers to guide optimal dosing in repurposing trials and targets for safer replacement drugs.
Colchicine binds to tubulin, inhibits microtubule assembly3,8 and decreases recruitment of myeloid cells into inflamed tissues9. It has long been assumed to act directly on circulating myeloid cells3. However, the concentrations of colchicine required to block chemotaxis of cultured neutrophils10 or inhibit inflammasome activation11 are much higher than those measured in patient plasma following safe and efficacious doses12. Thus, direct targeting of circulating myeloid cells may not be the therapeutic mechanism. A potential explanation for the safety and efficacy of colchicine, and its unique therapeutic profile compared to anti-microtubule drugs used in cancer13, is selective tissue distribution. Colchicine is known to distribute selectively to liver and kidney14. These organs were previously ignored in considerations of its therapeutic action. However, the liver secretes many plasma proteins that affect immune responses, including signalling proteins termed hepatokines15. Here we show that selective action in the liver, and hepatokine secretion, play central roles in colchicine therapeutic action.
Results
Colchicine inhibits inflammation through induced factors in plasma.
To model the anti-inflammatory action of colchicine in mice, we first determined a dose that is bio-equivalent to human clinical doses by allometric scaling and measurement of diarrhoea, the dose-limiting toxicity in humans7 (Extended Data Fig. 1). The dose used throughout to model as safe was 0.4 mg kg−1 intraperitoneally (i.p.). Subsequent experiments showed that it was efficacious in inflammation models. Modelling of a toxic dose was performed at 2.4 mg kg−1 i.p., which is close to the median lethal dose16.
To measure the kinetics of anti-inflammatory action, mice were dosed with colchicine then challenged 1–12 h later by i.p. injection of zymosan, a pro-inflammatory yeast cell wall glycan, to trigger peritonitis. Neutrophil infiltration was scored 3 h after the challenge (Fig. 1a). Colchicine pretreatment 6 h before the challenge decreased peritoneal infiltration of Ly-6G+ neutrophils approximately fourfold, while 1- and 12-h pretreatment had no effect (Fig. 1a). Because colchicine is rapidly cleared from plasma14, circulating neutrophils would be most exposed to the drug in the 1-h pretreatment group. The delayed anti-inflammatory effect we observed in mice, which is consistent with the kinetics of gout pain reduction in humans17, suggests that colchicine might act indirectly on myeloid cells via changes in blood chemistry.
To investigate whether colchicine acts directly or indirectly on neutrophils, we developed ex vivo activation assays (Fig. 1b). Primary neutrophils from the bone marrow of wild-type, untreated mice were pre-incubated with plasma from vehicle- or colchicine-treated mice, with or without colchicine added ex vivo. We then challenged neutrophils with the standard pro-inflammatory trigger, phorbol 12-myristate 13-acetate (PMA), which activates multiple inflammatory signalling pathways. Neutrophil activation was assayed in three ways: cell adhesion, reactive oxygen species (ROS) generation and expression of the pro-inflammatory cytokine pro-IL-1β. Colchicine mixed with control plasma from vehicle-treated mice had little effect (Fig. 1c–e), showing no direct action of colchicine in these assays. Plasma collected 6 h after colchicine dosing, but not 1 or 18 h, robustly lowered all three activation markers (Fig. 1c–e). These data support the indirect action of colchicine via unknown substances in plasma. These substances are unlikely to be colchicine metabolites since it is excreted mostly unmetabolized14. The known major metabolite, 3-desmethylcolchicine, did not block pro-IL-1β expression in our ex vivo assay (Supplementary Fig. 1a). The colchicine-induced, anti-inflammatory factors in plasma were heat labile and had a molecular weight >3 kDa (Supplementary Fig. 1b,c), suggesting they were proteins.
Colchicine selectively targets hepatocytes.
We next implemented a biomarker strategy to identify tissues in which colchicine has a direct action, using activation of c-Jun N-terminal kinase (JNK) as a reporter of cell stress induced by microtubule depolymerization18. Among nine tissues from treated mice, only the liver showed an increase in the ratio of phosphorylated (pJNK) to total JNK 6 h after a safe and efficacious dose (Fig. 1f and Supplementary Fig. 2). We then tested whether microtubules are depolymerized in the liver, using immunofluorescence. The liver contains multiple cell types. Tubulin immunofluorescence revealed that hepatocytes (identified by HNF4+ nuclei19) exhibited tubulin depolymerization (Fig. 1g,i and Extended Data Fig. 2). Microtubules in F4/80+ Kupffer cells and other liver cells remained intact. Furthermore, we imaged microtubules in circulating leukocytes from colchicine-treated mice and found no depolymerization at the safe dose (Fig. 1h,i and Extended Data Fig. 3). Quantitative intensity measurements confirmed selective depolymerization in hepatocytes (Fig. 1i). At a toxic dose, colchicine lost this cell-type selectivity and caused depolymerization of microtubules in all liver cell types and circulating blood cells (Extended Data Figs. 3 and 4). These data show that colchicine, at a safe and efficacious dose, acts selectively in hepatocytes and support the premise that colchicine does not directly target myeloid cells in vivo. Hepatocytes express drug transporters that concentrate drugs and xenobiotics20 and colchicine is known to concentrate in the liver14, so selective targeting probably arises from selective drug distribution.
Pharmacokinetic data support liver-selective action.
To test whether hepatocyte or myeloid cell targeting is more likely in humans, we performed pharmacokinetics-pharmacodynamics (PK-PD) modelling using measured plasma colchicine concentrations in human as input12. Following therapeutic dosing, plasma colchicine peaks at 16 nM or less and it is rapidly cleared from the circulation. Because at least 2% of total tubulin must bind to colchicine to destabilize microtubules21, we set the threshold for drug action at this level of site occupancy. A two-compartment PK-PD model suggested that the fraction of colchicine-bound tubulin in circulating myeloid cells falls short of this threshold (Extended Data Fig. 5), consistent with lack of effect on leukocyte microtubules in mice (Fig. 1h). These data argue against direct targeting of myeloid cells in vivo in the therapeutic regime. Most tests of colchicine action on cultured myeloid cells have used concentrations of 1–10 μM or more, which model the toxic regime11,22.
Colchicine activates Nrf2 in hepatocytes.
Liver-selective action was surprising, since colchicine is not usually toxic in the liver even when taken daily for years in FMF7,23. We therefore hypothesized that hepatocytes actively defend themselves against the effects of microtubule disassembly by colchicine. Nrf2, encoded by nuclear factor erythroid-derived 2-like 2 gene (NFE2L2), is a master transcription factor that protects the liver from xenobiotics by induction of cytoprotective proteins24. Nrf2 is negatively regulated by the E3 ligase adaptor Keap1. Activation of SQSTM1/p62-dependent selective autophagy leads to degradation of Keap1 and hence activation of Nrf2 (refs.25–27). Three- and 6-h treatment of colchicine decreased Keap1 and increased Nrf2 levels in mouse livers (Fig. 2a). We observed concomitant phosphorylation of SQSTM1/p62 at Ser349 (Fig. 2a), which enhances the binding affinity of SQSTM1/p62 to Keap1 (ref.27), LC3 activation (measured by conversion of LC3-I to LC3-II (ref.28); Fig. 2b), increased interaction of SQSTM1/p62 with Keap1 in the co-immunoprecipitation analysis (Fig. 2c) and increase in SQSTM1/p62 puncta by immunofluorescence (Fig. 2d). These data suggest that colchicine activates SQSTM1/p62-dependent selective autophagy in hepatocytes, leading to Keap1 degradation and Nrf2 activation.
To test whether Nrf2 activation protects hepatocytes against colchicine, we treated wild-type and Nrf2 germline knockout (Nrf2−/−) mice with our safe dose. We observed hepatocyte injury using standard serum aspartate aminotransferase (AST) and alanine aminotransferase (ALT) assays in Nrf2−/− mice, but no liver damage in wild-type mice (Fig. 3). Thus, colchicine at safe doses has the potential for liver injury but normal hepatocytes are protected from the consequences of microtubule disassembly by Nrf2 activation.
GDF15 is a colchicine-induced anti-inflammatory hepatokine.
To identify proteins secreted by the liver in response to colchicine we queried a rat toxicogenomic database29, looking for messenger RNAs whose induction and decay kinetics matched those of the colchicine-induced anti-inflammatory factors we found in blood (Fig. 1). GDF15, a divergent TGF-β member also known as MIC-1 or NAG-1, met these criteria (Fig. 4a and Extended Data Fig. 6a,b). GDF15 regulates feeding and energy homeostasis by binding to the brainstem-restricted receptor, GFRAL30. It has been linked to inflammation biology and liver health, but the underlying mechanisms are unclear31–34. Plasma GDF15 is a biomarker of various diseases including cancer cachexia, mitochondrial disorders and cardiovascular diseases, as well as normal ageing and pregnancy35–39. Plasma GDF15 is increased by colchicine in humans40.
The presence of GDF15 protein in liver and plasma was strongly induced by colchicine in a time- and dose-dependent manner, in both sexes (Fig. 4b,c and Extended Data Fig. 6c,d). Its temporal induction pattern (Fig. 4b) matched that of JNK phosphorylation in liver and the anti-inflammatory kinetics of colchicine measured in vivo and ex vivo (Fig. 1). To test the role of hepatocytes in GDF15 secretion after colchicine dosing, we developed a hepatocyte-specific knockdown reagent, triantennary N-acetylgalactosamine (GalNAc), that conjugated small interfering RNAs targeting GDF15 (GalNAc-siGDF15). Triantennary GalNAc confers hepatocyte-specific siRNA uptake41. GalNAc-siGDF15 treatment markedly attenuated the induction of GDF15 by colchicine in both liver (Fig. 4d) and plasma (Fig. 4e), indicating that hepatocytes are the source of most colchicine-induced GDF15. To model the clinical dosing route, we treated mice with colchicine by oral gavage. GDF15 was induced in liver and plasma, but not in the intestine or colon (Supplementary Fig. 3).
To test whether the Nrf2–Keap1 pathway is involved in GDF15 induction, we used either Nrf2 germline knockout (Nrf2−/−) or hepatocyte-specific knockdown (GalNAc-siNrf2). Both significantly reduced the expression of colchicine-induced GDF15 in liver and plasma (Fig. 4f and Extended Data Fig. 7a,b). Furthermore, we overexpressed Nrf2 in HEK 293T cells containing a GDF15 promoter upstream of luciferase. The luciferase gene was induced by Nrf2 (Extended Data Fig. 7c). CHOP, a key regulator of the cellular integrated stress response (ISR), is involved in metformin-induced GDF15 expression42. However, CHOP was not induced by colchicine in the liver, and the expression pattern of ISR regulators did not match that of colchicine-induced GDF15 (Extended Data Fig. 7d,e). Thus, colchicine causes an increase in GDF15 levels in plasma by activation of Nrf2 in hepatocytes.
We next tested the role of GDF15, and its upstream regulator Nrf2, in the anti-inflammatory action of colchicine. We developed peritonitis assays to measure neutrophil recruitment in response to i.p. challenge with zymosan to model infection, or monosodium urate crystals (MSU) to model gout. In wild-type mice, with or without control siRNA (GalNAc-siLuc) treatment, colchicine reduced neutrophil infiltration by 80 and 70% in zymosan and MSU models, respectively (Fig. 4g and Extended Data Fig. 7f). This anti-inflammatory activity was completely lost when GDF15 or Nrf2 was ablated in the whole mouse by using germline knockouts, or specifically in hepatocytes by using hepatocyte-targeting siRNAs (Fig. 4g and Extended Data Fig. 7f). We also measured circulating IL-1β following i.p. zymosan challenge. Colchicine reduced circulating IL-1β as expected (Fig. 4h). Systemic inhibition of GDF15 in mice by using a GDF15-neutralizing antibody blocked this anti-inflammatory activity of colchicine (Fig. 4h). We concluded that colchicine inhibits inflammation indirectly by activation of Nrf2 in hepatocytes, triggering the secretion of anti-inflammatory factors that include GDF15.
GDF15 is required for anti-inflammatory effects on myeloid cells.
To test whether the anti-inflammatory actions of post-colchicine plasma on myeloid cells depend on GDF15, we returned to our ex vivo activation assays and tested both neutrophils and macrophages (Fig. 5 and Extended Data Figs. 8 and 9). Four groups of mice (wild type, Gdf15−/− and wild type pretreated with GalNAc-siLuc or GalNAc-siGDF15) were dosed with vehicle or colchicine, and plasma was collected 6 h later. Neutrophils from untreated wild-type mice were pretreated with these plasma samples and then challenged with PMA. Plasma from colchicine-treated wild-type or GalNAc-siLuc mice, but not Gdf15−/− or GalNAc-siGDF15 mice, strongly inhibited the activation of adhesion (Fig. 5b) and pro-IL-1β induction (Fig. 5d and Extended Data Fig. 8a). For independent validation of GDF15 dependence, we tested the effect by three different neutralizing antibodies. All of these robustly blocked the ex vivo anti-inflammatory effects of post-colchicine plasma (Fig. 5c,e and Extended Data Fig. 8b).
We next tested immortalized mouse bone-marrow-derived macrophages (BMDMs). When activated by the TLR2/TLR1 ligand Pam3CSK4 followed by the microbial toxin nigericin, immortalized BMDMs expressed pro-IL-1β and secreted mature IL-1β. Post-colchicine plasma reduced both expression and secretion in a GDF15-dependent manner (Extended Data Fig. 9). Collectively, our data show that GDF15 polypeptide is required for the anti-inflammatory action of post-colchicine plasma on myeloid cells, consistent with our in vivo data.
SHP-1 phosphatase mediates anti-inflammatory effects on myeloid cells.
Myeloid cell activation is controlled by activating and inhibitory surface receptors whose signals are integrated by the protein tyrosine phosphatase SHP-1 (PTPN6)43,44. The activity state of SHP-1 can be conveniently assayed by measurement of activating (pY564) and inhibitory (pS591) phosphorylation sites45. When neutrophils were treated with PMA in control plasma, pY564-SHP-1 levels decreased and pS591-SHP-1 levels increased, showing SHP-1 inactivation as expected. When neutrophils were incubated in GDF15-containing, post-colchicine plasma, PMA no longer caused SHP-1 inactivation (Fig. 5f,g). Neutralization of GDF15 by three different clones of anti-GDF15 antibodies robustly blocked the ability of post-colchicine plasma to maintain the active state of SHP-1 after PMA challenge ex vivo (Fig. 5h and Extended Data Fig. 8c). Moreover, plasma from GalNAc-siGDF15 mice lacked this activity (Extended Data Fig. 8d). Thus, the ability of post-colchicine plasma to positively regulate SHP-1 depends on GDF15.
To test whether SHP-1 is causally involved in the myeloid-inhibitory effects of colchicine, we used the SHP-1 inhibitor TPI-1 (ref.46). TPI-1 treatment counteracted the ability of post-colchicine plasma to prevent PMA-induced neutrophil adhesion (Fig. 5b) and pro-IL-1β induction (Fig. 5i). Furthermore, TPI-1 blocked the anti-inflammatory effect of colchicine in vivo in the zymosan-induced peritonitis model (Fig. 5j). These data suggest that SHP-1 transduces the GDF15-dependent, anti-inflammatory activity of colchicine.
Discussion
Our work shows that colchicine acts therapeutically in mice by selectively targeting hepatocytes and inducing anti-inflammatory hepatokines, including GDF15, which inhibit myeloid cell activation by positive regulation of SHP-1. These results reveal an unprecedented therapeutic mechanism and a new pathway for communication between hepatocytes and myeloid cells (Fig. 5k). Hepatocytes specialize in clearance of xenobiotic compounds, so this kind of indirect drug action might play an unappreciated role in the pharmacology of other traditional medicines.
Selective accumulation of colchicine in the liver was already known from PK experiments14. Our work demonstrates selective action in hepatocytes by using several PD biomarkers, including microtubules, JNK, Nrf2 and GDF15. Importantly, the microtubule biomarker showed that circulating myeloid cells were not responsive at the safe dose while hepatocytes were, consistent with our PK-PD model, which showed that colchicine can act only in cells where it is actively concentrated. We propose that selective action in hepatocytes arises from concentration of free colchicine across the sinusoidal plasma membrane by transporters not expressed in other cell types. In hepatocytes, microtubule depolymerization by colchicine-activated SQSTM1/p62-dependent selective autophagy, leading to Keap1 degradation, Nrf2 activation and extensive changes in gene expression. Nrf2 activation had at least two effects: it protected hepatocytes from colchicine toxicity and induced the secretion of hepatokines including GDF15. Circulating plasma GDF15 was required for the anti-inflammatory action of colchicine measured in both in vivo and ex vivo assays.
Our work reveals a new role of GDF15 in communication between hepatocytes and myeloid cells, which further complicates the biology of this interesting signalling protein. Induction of GDF15 in the liver by toxins was reported previously47. GDF15 contributes to liver health31 and systemic triglyceride metabolism in response to infection34. The best-characterized function of GDF15 is inhibition of food intake via binding to the receptor GFRAL, leading to recruitment of the co-receptor RET and activation of a signalling cascade involving ERK phosphorylation. GFRAL is expressed in only a small fraction of neurons in the hindbrain, and not in blood cells30,48. The effects of colchicine-induced plasma GDF15 on myeloid cells reported here were almost certainly not mediated by GFRAL, since GFRAL is not expressed in myeloid cells. We performed multiple ex vivo and in vivo experiments and confirmed the absence of GFRAL dependence (Extended Data Fig. 10a–d). Modification, maturation, secretion, chaperoning and ligand presentation in blood are very complex for TGF-β itself49,50, and knowledge of other family members is limited51. It is therefore plausible that more than one molecular form of GDF15 has biological activity. We tested recombinant mature GDF15, which is a disulfide-linked dimer, from multiple sources in our ex vivo and in vivo assays, and found that it lacked anti-inflammatory activity although it efficiently activated ERK phosphorylation via GFRAL-RET in artificial models (Extended Data Fig. 10e–g). We therefore suspect that the molecular form of plasma GDF15 induced by colchicine, and the receptor on myeloid cells through which it acts, are new and require further characterization.
The tyrosine phosphatase SHP-1 plays a central role in regulation of myeloid cell activation, by coordinating signals from multiple activating and inhibitory receptors45. Our work implicates SHP-1 activation in the therapeutic activity of colchicine. Our proposal that colchicine-induced hepatokines prevent SHP-1 inactivation by inflammatory signals is consistent with clinical data. For example, a single dose of colchicine in humans reduces the adhesion of circulating neutrophils to nylon fibres for several days52, and SHP-1 is known to inhibit integrin activation45. SHP-1 also negatively regulates the expression of pro-inflammatory cytokines, consistent with the clinical effects of colchicine53.
Our work has notable implications for colchicine repurposing and new drug development. Colchicine is under investigation for repurposing in cardiovascular disease4,5, auto-inflammatory dermatitis54 and COVID-19 infection6. The mechanism we report may be useful for guiding patient selection and providing PD biomarkers. The molecular action of colchicine on microtubules is intrinsically toxic, which limits its therapeutic application. Drugs that mimic colchicine by less toxic mechanisms—for example, by activation of Nrf2 in hepatocytes or SHP-1 in myeloid cells—might provide safer and more effective treatments for inflammatory diseases.
Methods
Antibodies and reagents.
Colchicine (no. CO115) at USP grade was obtained from Spectrum Chemical. TPI-1 (no. HY-100463) and BBT594 (no. HY-18840) were acquired from MedChemExpress. MSU crystals (no. tlrl-msu), nigericin (no. tlrl-nig), Pam3CSK4 (no. tlrl-pms) and LPS (no. tlrl-pb5lps) were obtained from Invivogen; 3-desmethylcolchicine (no. D230885) was acquired from Toronto Research Chemicals. Antibodies against GAPDH (no. 2118; 5,000× dilution), Nrf2 (no. 12721; 1,000× dilution), phospho-JNK (no. 9255; 3,000× dilution), SQSTM1/p62 (no. 23214; 1,000× dilution), phospho-S349-SQSTM1/p62 (no. 16177; 1,000× dilution), phospho-Y564-SHP-1 (no. 8849; 2,000× dilution), LC3B (no. 2775; 1,000× dilution) and mouse anti-rabbit IgG conformation specific (no. 3678) were all from Cell Signaling Technology. Tunicamycin (no. 3516) was from Tocris Bioscience. Antibodies against mouse IL-1β (no. AF-401; 2,000× dilution) and GDF15 enzyme-linked immunosorbent assay (ELISA) (no. DY-6385) for plasma GDF15 measurement were from R&D Systems. Antibodies against HNF4 (no. ab181604) and GDF15 (nos. ab189358 and ab105738) were from Abcam. The polyclonal GDF15 antibody was generated using the N terminus of mouse GDF15 as the antigen. The monoclonal GDF15-blocking antibody (patent ID: WO2014100689A1) was a kind gift of H. Tian. The antagonistic monoclonal GFRAL antibody (no. 3P10) was generated by immunization of mice with recombinant GFRAL extracellular domain (no. D1–D3). PMA (no. P1585), Zymosan (no. z4250), SPP86 (no. SML1435) and antibodies against tubulin (no. T6199) and Keap1 (no. MABS514; 2,000× dilution) were from Millipore Sigma. Antibodies against SHP-1 (no. sc-7289; 100× dilution), JNK (no. sc-7345; 1,000× dilution) and actin (no. sc-47778; 5,000× dilution) were from Santa Cruz. The anti-S591-SHP-1 antibody (no. SP1531; 2,000× dilution) was from ECM Biosciences. Anti-F4/80 antibody (no. MCA497GA) was from Bio-Rad. Anti-Ly-6G antibodies for fluorescent activated cell sorter (FACS) analysis (nos. 127614 and 127608) were from Biolegend. For immunoblotting, anti-rabbit IgG (no. 535571) and anti-mouse IgG (no. 35518) were from Invitrogen and anti-rat IgG (no. 926–68076) was from LI-COR. Dihydrorhodamine 123 (no. D23806), DAPI (no. D1306) and Lipofectamine 3000 Transfection Reagent (no. L3000008) were from ThermoFisher. The Dual-Glo Luciferase Assay System (no. E2920) was from Promega. Recombinant mouse GDF15, as the disulfide cross-linked, mature homodimer, was purified from conditioned medium collected from Expi-293F cells (Invitrogen), which express the core peptides of mouse GDF15.
Mouse maintenance.
Gdf15−/− mice were a kind gift of S.-J. Lee47. Gdf15−/− mice were generated on a hybrid C57BL/6/129/SvJ background and back-crossed to C57BL/6J47. Following arrival at the Harvard Medical School animal facility, mice were bred to C57BL/6J for three generations. Nrf2−/− (no. 017009) and wild-type C57BL/6J (no. 000664) mice at 7–8 weeks of age were purchased from Jackson Laboratories and kept for at least 1 week before commencement of experiments. GFRAL knockout mice were purchased from Taconic, back-crossed for seven generations to a >98% C57BL/6 background and kept at NGM Biopharmaceuticals animal facility30. Mice were maintained on a 12/12-h light/dark cycle under specific-pathogen-free conditions. Eight- to 11-week-old male mice were used for all animal experiments in this study and wild-type C57BL/6J mice were used as control. To examine GDF15 induction, both male and female mice were used. The animal protocol was approved by the Harvard Medical Area Standing Committee on Animals, and mice were housed and handled in accordance with accreditation guidelines. Studies with GFRAL knockout mice were performed at NGM Biopharmaceuticals with NGM Institutional Animal Care and Use Committee-approved protocols, and all relevant ethical regulations were complied with.
Depleting genes of hepatocytes.
N-acetylgalactosamine-conjugated siRNAs were synthesized by Alnylam Pharmaceuticals. To identify those GalNAc-siRNAs that deplete GDF15 and Nrf2 efficiently, we initially tested 40 GalNAc-siRNAs against different regions of the genes in primary mouse hepatocytes, and then picked five for follow-up testing in wild-type mice to identify those most efficient. To deplete colchicine-induced expression of GDF15 or Nrf2, mice were subcutaneously injected with GalNAc-siRNA at 10 mg kg−1. Seven days after GalNAc-siRNA injection, mice were treated with colchicine and levels of GDF15 or Nrf2 in livers were measured by immunoblotting. The GalNAc-siRNA against luciferase was used as a control.
Zymosan- or MSU-induced peritonitis.
Murine peritonitis was induced by intraperitoneal injection of either 0.1 mg zymosan or 1 mg MSU, suspended in PBS. Three hours after challenge, peritoneal exudate cells were collected and stained with the antibody against Ly-6G for detection of neutrophils. The samples were then processed on an LSRII flow cytometry analyser. FACS files were analysed using FlowJo (Becton, Dickinson & Company). For measurement of plasma IL-1β levels, plasma samples were collected 5 h after challenge. For neutralization of GDF15, 10 mg kg−1 GDF15-blocking antibodies were used. For testing of mature GDF15 effects, recombinant mouse GDF15 was injected subcutaneously at 1 mg kg−1 one hour before zymosan challenge. For blocking of GFRAL, 3 mg kg−1 GFRAL antagonistic antibodies were used.
Conditioned plasma collection, GDF15 ELISA and liver function assessment.
After vehicle or colchicine treatment, mice were euthanized with isoflurane and cardiac puncture was performed to collect blood samples. Plasma was separated with heparinized tubes (BD Pharmingen). The concentration of GDF15 in conditioned plasma samples was measured with a mouse GDF15 ELISA kit (R&D Systems) in accordance with the manufacturer’s instructions. For measurement of ALT and AST, serum samples were collected with Microtainer tubes (BD Pharmingen) and analysed on a Beckman AU680 Clinical Chemistry Analyzer.
Ex vivo inflammation assays on ROS production, adherence and cytokine induction.
Bone marrow cells were flushed out from femurs and tibias of wild-type male mice, and red blood cells were removed using RBC Lysis solution (Miltenyi Biotec) in accordance with the manufacturer’s protocol. Neutrophils were labelled with Ly-6G antibodies at 4 °C. Then, blood cells were incubated with 50% conditioned plasma from vehicle- or colchicine-treated mice for 30 min at 37 °C. To measure ROS production in neutrophils, cells were treated with vehicle or 200 nM PMA for 15 min, followed by treatment with 5 μM dihydrorhodamine 123 for 15 min to detect ROS production. The staining reaction was stopped by placing the samples on ice and washing cells with cold PBS three times. Subsequently, cells with both Ly-6G and activated rhodamine 123 signals were detected with an LSRII flow cytometry analyser. To detect neutrophil adhesion to the walls of plastic tubes, cells were activated with PMA for 30 min, suspended cells were collected and Ly-6G-expressing cells were measured with the LSRII analyser. To measure neutrophil adhesion to glass coverslips, primary neutrophils were isolated from bone marrow cells according to the instructions provided in the Neutrophil Isolation Kit (Miltenyi Biotec), and were cultured with 50% conditioned plasma for 30 min at 37 °C. Then, primary neutrophils were treated with PMA, seeded on glass coverslips and cultured for 30 min at 37 °C. Adherent cells were fixed with 4% paraformaldehyde (PFA) in PBS buffer, and stained with DAPI. Images were acquired with a Nikon Ti fluorescence microscope. Cell numbers per field were quantified by ImageJ software (National Institutes of Health). To analyse induction of the pro-inflammatory cytokine, IL-1β, purified neutrophils or immortalized BMDM cells were co-treated with conditioned plasma and PMA (neutrophils) or Pam3CSK4 (immortalized BMDM) for 3 h. Expression of pro-IL-1β was measured by immunoblotting. To measure the secretion of mature IL-1β, Pam3CSK4-primed BMDM cells were activated with nigericin.
Immunocytochemistry and microscopy.
Livers were rinsed with PBS and fixed with 4% PFA in PEM buffer (100 mM PIPES pH 6.9, 5 mM MgCl2, 5 mM EGTA). After fixation, the fixative buffer was replaced by 15–30% sucrose series, embedded in Tissue-Tek optimal cutting temperature (Sakura Finetek) and stored at −80 °C. OCT-embedded livers were cut to a thickness of 10 μm. Whole-blood samples were fixed in PEM buffer with acid citrate-dextrose. Liver sections were stained with antibodies against tubulin, HNF4 and F4/80. Blood cells were stained with antibodies against tubulin. Nuclei were labelled with DAPI. Images were acquired on a Zeiss Axio Observer Z1 equipped with a Plan Apo ×63/1.4 numerical aperture DIC objective and an LSM780 single-point scanning confocal scan head. Images were collected using ZEN black SP5.
Immunoprecipitation and immunoblotting.
Immunoprecipitation and immunoblotting were performed as described previously55. Briefly, liver tissues were lysed with lysis buffer (50 mM Tris-HCl pH 7.5, 5 mM EDTA, 300 mM NaCl, 1% Triton X-100) for 30 min on ice, and the cell lysate was incubated with antibodies against SQSTM1/p62. After incubation for 2 h at 4 °C, Protein G affinity beads (Millipore Sigma) were added and samples were incubated for an additional 1 h. Proteins were eluted from beads with gel sample buffer (50 mM Tris-HCl pH 6.8, 10% glycerol, 2% SDS, 0.1% bromophenol blue, 100 mM DTT) and separated by NuPAGE 4–12% Bis-Tris Protein Gels (ThermoFisher). Image Studio was used for immunoblot quantification.
Luciferase reporter assay.
HEK 293T cells in 24-well plates were transfected with 100 ng of luciferase reporter plasmids, 200- or 1,000-ng transcription factor Nrf2 plasmids as indicated and 10 ng of Renilla luciferase internal control plasmids using Lipofectamine 3000 Transfection Reagent (ThermoFisher) in accordance with the manufacturer’s instructions. Two days post transfection, luciferase assays were performed according instructions provided with the Dual-Glo Luciferase Assay System (Promega).
TG-GATEs analysis.
Biological triplicates of liver gene expression data were acquired from the Open TG-GATEs database (https://toxico.nibiohn.go.jp/open-tggates/english/search.html). The CEL files were normalized and log-transformed using the packages affy, affyio, BufferedMatrix, BufferedMatrixMethods and rat2302. db. Two-sided t-testing was adapted for computation of the significance of gene expression change. The collection of genes encoding secreted proteins was obtained from the Human Protein Atlas (https://www.proteinatlas.org/) and Plasma Proteome Database (http://plasmaproteomedatabase.org/).
Human PK-PD simulation.
A two-compartment PK-PD model, based on ref.12, was reconstructed in the SimBiology package in MATLAB (MathWorks). The central and peripheral compartments in the model were built to represent the plasma and myeloid cell, respectively. All parameters, including absorption, absorption time lag, duration of absorption, urinary elimination, central elimination and transfer between compartments, were taken from ref.12. The fraction of colchicine-bound tubulin was calculated from the following equations (1)–(3) (variables described in Extended Data Fig. 5):
(1) |
(2) |
(3) |
To simulate concentration of unbound colchicine across the plasma membrane, kaPlasma was increased by a factor of 10 or 100, respectively. All simulations were performed in SimBiology, and results were exported for post-processing in Prism v.7 (GraphPad).
Image quantification.
Quantification of microtubule intensity was done using CellProfiler 3.1.8 (The Broad Institute). For hepatocytes, the nuclei were first segmented using the HNF4 stain. Hepatic cytoplasmic areas were then determined by expansion of a bubble outside the nucleus and subtraction of the nuclear area. Microtubule intensities were then calculated in this area. Kupffer cells were segmented using the F4/80 stain, and microtubule intensity in each cellular area was then calculated. The minimum cross-entropy method was used for cell segmentations, along with diameter constraints to exclude objects that were too small. All data, at single-cell level, were then exported to MATLAB (MathWorks) and Prism 7 (GraphPad) for post-processing. For quantification of SQSTM1/p62 puncta, images were first smoothened with a Gaussian filter in CellProfiler and puncta were then segmented using the minimum cross-entropy method. The total number of puncta, as well as the intensity values of individual puncta, were then calculated and exported for post-processing.
Data analysis.
Quantification results were analysed in Excel software (Microsoft) and post-processed in Prism v.7 (GraphPad). All results are shown as mean ± s.d., and two-sided Student’s t-tests were used for statistical analysis.
Reporting Summary.
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Extended Data
Supplementary Material
acknowledgements
We thank S.-J. Lee for the Gdf15−/− mice and J. Kagan for immortalized BMDM cells. The GDF15-blocking antibody was a kind gift from H. Tian of NGM Biopharmaceuticals. We thank W.-T. Kuo of Harvard Medical School for assistance with tissue immunostaining. We thank M. Zhou of NGM Biopharmaceuticals for assistance with animal experiments. This work was supported by grants from the National Institutes of Health (no. GM131753 to T.J.M) and the American Heart Association (no. 8POST34080251 to J.-H.W.).
Data availability
The data that support the findings of this study are available from the corresponding authors on reasonable request. Source data are provided with this paper.
Footnotes
Competing interests
H.-C.T. was an employee of Alnylam Pharmaceuticals when the work was done. H.H.L., I.N. and R.V. were employees of NGM Biopharmaceuticals when the work was done. The other authors declare no competing interests.
Extended data is available for this paper at https://doi.org/10.1038/s42255-021-00366-y.
Supplementary information The online version contains supplementary material available at https://doi.org/10.1038/s42255-021-00366-y.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data that support the findings of this study are available from the corresponding authors on reasonable request. Source data are provided with this paper.