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SEPSIS Interleukin-3 amplifies acute inflammation and is a potential therapeutic target in sepsis Georg F. Weber, 1,2 *Benjamin G. Chousterman, 1 * Shun He, 1 * Ashley M. Fenn, 1 Manfred Nairz, 1 Atsushi Anzai, 1 Thorsten Brenner, 3 Florian Uhle, 3 Yoshiko Iwamoto, 1 Clinton S. Robbins, 1 Lorette Noiret, 1 Sarah L. Maier, 2 Tina Zönnchen, 2 Nuh N. Rahbari, 2 Sebastian Schölch, 2 Anne Klotzsche-von Ameln, 4 Triantafyllos Chavakis, 4 Jürgen Weitz, 2 Stefan Hofer, 3 Markus A. Weigand, 3 Matthias Nahrendorf, 1 Ralph Weissleder, 1,5 Filip K. Swirski 1 *Sepsis is a frequently fatal condition characterized by an uncontrolled and harmful host reaction to microbial infection. Despite the prevalence and severity of sepsis, we lack a fundamental grasp of its pathophysiology. Here we report that the cytokine interleukin-3 (IL-3) potentiates inflammation in sepsis. Using a mouse model of abdominal sepsis, we showed that innate response activator B cells produce IL-3, which induces myelopoiesis of Ly-6C high monocytes and neutrophils and fuels a cytokine storm. IL-3 deficiency protects mice against sepsis. In humans with sepsis, high plasma IL-3 levels are associated with high mortality even after adjusting for prognostic indicators. This study deepens our understanding of immune activation, identifies IL-3 as an orchestrator of emergency myelopoiesis, and reveals a new therapeutic target for treating sepsis. I nterleukin-3 (IL-3) contributes to leuko- cyte production, proliferation, and survival (14). Myeloid cells such as monocytes and neutrophils produce IL-1b, IL-6, and tu- mor necrosis factora (TNF-a), the three inflammatory hallmark cytokines constituting the cytokine storm during septic shock (57). Yet despite these links, IL-3s role in sepsis re- mains unknown. Il3 /mice have normal blood monocyte and neutrophil profiles (fig. S1, A to G) (8) and thus do not require IL-3 for myelo- poiesis in the steady state. To test whether IL-3 is important in sepsis, we subjected Il3 /and control wild-type (WT) mice to cecal ligation and puncture (CLP), a model of polymicrobial sepsis (9). Compared to WT mice, Il3 /mice were protected from sepsis, as seen in their lower mortality rates, even after antibiotic treatment (Fig. 1A). Il3 /mice had better clinical scores, body temperatures (Fig. 1B), and blood pres- sure (Fig. 1C), and their recovery was associated with efficient microbial clearance, indicating that the absence of IL-3 did not compromise bactericidal activity or recognition (Fig. 1D and fig. S2). To characterize the host response more com- pletely, we performed time-course tissue, cellu- lar, and molecular experiments. At 1 day after CLP, WT mice developed neutrophilia and inflamma- tory Ly-6C high monocytosis (Fig. 1E), whereas in Il3 /mice, monocyte and neutrophil numbers remained relatively unchanged. The increased cell numbers in WT mice were associated with higher serum levels of IL-1b, IL-6, and TNF-a (Fig. 1F). Phagocytic leukocytes were major sources of IL-1b, IL-6, and TN-Fa, because phagocyte depletion with clodronate liposomes and antiLy-6G be- fore CLP abolished the cytokine storm (fig. S3A). However, IL-3mediated cytokine induction was indirect: Both WT and Il3 /neutrophils and monocytes contained similar intracellular res- ervoirs of the three cytokines (fig. S3B). Analy- zing other leukocytes showed IL-3dependent differences in T and B cell numbers after CLP (fig. S4A), but no differences in basophils, mast cells (1012) (fig. S4, B and C), or histamine (fig. S4D), which suggests that IL-3 had little to no effect on basophil and mast cell production and function during the initial inflammation- dominant phase. Consequently, WT but not Il3 /mice accumulated monocytes and neu- trophils in the lung (Fig. 1G) and liver (Fig. 1H); developed lung pathology (fig. S5A) with in- creased protein in bronchoalveolar lavage (fig. S5B); and evolved abnormal liver morphology (fig. S5C) with increased markers of cytolysis in serum (fig. S5D). These data show that IL-3 contributed to septic shock, the most severe form of sepsis (13, 14). IL-3 promotes hematopoiesis by acting on its receptor, a heterodimer that consists of the IL- 3specific a chain (CD123) and the common b chain (CD131) (4). In the steady state, Lin c-kit + hematopoietic stem and progenitor cells (HSPCs), including megakaryocyte and erythrocyte pro- genitors (MEPs), common myeloid progenitors (CMPs), granulocyte and macrophage progen- itors (GMPs), and macrophage and dendritic pro- genitors (MDPs), expressed CD123 at the same level in both WT and Il3 /mice (Fig. 2A and S6). One day after CLP, the numbers of medullary HSPCs, CMPs, MEPs, and GMPs/MDPs increased over the steady state in WT but not Il3 /mice (Fig. 2B). GMPs are committed to differentiate into monocytes and neutrophils (15). We therefore pur- sued fate-mapping experiments involving adoptive- ly transferring green fluorescent proteinpositive (GFP + ) GMPs into WT or Il3 /mice. In response to CLP, the bone marrow of WT mice contained a larger population of GFP + cells than the bone marrow of Il3 /mice, indicating IL-3dependent progenitor expansion (Fig. 2C). To bolster this ob- servation, we placed Lin bone marrow cells (con- taining predominantly HSPCs) in vitro in medium either alone or supplemented with IL-3, lipo- polysaccharide (LPS), or both. We found that IL-3, but not LPS, increased cell expansion and gen- erated myeloid cells well above the numbers ini- tially placed into culture (Fig. 2D). Although IL-3 alone modestly affected IL-1b, IL-6, and TNF-a production, combined IL-3 and LPS exacerbated the response (Fig. 2E). These data suggest that IL-3 is responsible for the cytokine storm, albeit in- directly, by generating a large pool of cells that, upon recognizing bacterial components, produce cytokines in larger quantities. To determine whether IL-3 can trigger severe sepsis in vivo, whether it can do so alone or in combination with infection, and whether it relies on its specific receptor, we injected (i) recombi- nant IL-3 (rIL-3) into otherwise healthy WT mice; (ii) anti-CD123 into WT mice subjected to CLP; and (iii) rIL-3 into Il3 /mice subjected to CLP. rIL-3 augmented GMPs in the bone marrow and leukocyte numbers in the blood of healthy WT mice to levels akin to those in WT mice subjected to CLP (Fig. 2F). Despite this increase, rIL-3 per se did not induce a cytokine storm in the absence of infection (Fig. 2G), thus confirming our in vitro observations. Conversely, anti-CD123 attenuated cell numbers in WT CLP mice (Fig. 2F) and tended to decrease serum cytokines (although the dif- ferences were not statistically significant) (Fig. 2G) without depleting HSPCs (fig. S7). Il3 /mice receiving rIL-3 in the context of CLP aug- mented medullary GMP, circulating neutrophil, and Ly-6C high monocyte numbers (Fig. 2F). These increases corresponded to higher cytokine levels in serum (Fig. 2G). Ultimately, WT mice treated with anti-CD123 had a modest but significant improve- ment in survival (Fig. 2H), whereas Il3 /mice receiving rIL-3 succumbed to infection and died as often as WT mice (Fig. 2I). These data confirm the effects of IL-3 on cell production and survival and identify the IL-3CD123 axis as a potential new therapeutic target for treating sepsis. Activated T cells (16) and thymic epithelial cells (17) produce IL-3 in the steady state, but the 1260 13 MARCH 2015 VOL 347 ISSUE 6227 sciencemag.org SCIENCE 1 Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA. 2 Department of Visceral, Thoracic and Vascular Surgery, Technische Universität Dresden, Dresden, Germany. 3 Department of Anesthesiology, University of Heidelberg, Heidelberg, Germany. 4 Department of Clinical Pathobiochemistry and Institute for Clinical Chemistry and Laboratory Medicine, Technische Universität Dresden, Dresden, Germany. 5 Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA. *These authors contributed equally to this work. Corresponding author. E-mail: [email protected] (F.K.S.); [email protected] (G.F.W.) RESEARCH | REPORTS on March 29, 2020 http://science.sciencemag.org/ Downloaded from

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SEPSIS

Interleukin-3 amplifies acuteinflammation and is a potentialtherapeutic target in sepsisGeorg F. Weber,1,2*† Benjamin G. Chousterman,1* Shun He,1*Ashley M. Fenn,1 Manfred Nairz,1 Atsushi Anzai,1 Thorsten Brenner,3

Florian Uhle,3 Yoshiko Iwamoto,1 Clinton S. Robbins,1 Lorette Noiret,1

Sarah L. Maier,2 Tina Zönnchen,2 Nuh N. Rahbari,2 Sebastian Schölch,2

Anne Klotzsche-von Ameln,4 Triantafyllos Chavakis,4 Jürgen Weitz,2 Stefan Hofer,3

Markus A. Weigand,3 Matthias Nahrendorf,1 Ralph Weissleder,1,5 Filip K. Swirski1*†

Sepsis is a frequently fatal condition characterized by an uncontrolled and harmfulhost reaction to microbial infection. Despite the prevalence and severity of sepsis,we lack a fundamental grasp of its pathophysiology. Here we report that the cytokineinterleukin-3 (IL-3) potentiates inflammation in sepsis. Using a mouse model ofabdominal sepsis, we showed that innate response activator B cells produce IL-3,which induces myelopoiesis of Ly-6Chigh monocytes and neutrophils and fuels acytokine storm. IL-3 deficiency protects mice against sepsis. In humans with sepsis,high plasma IL-3 levels are associated with high mortality even after adjusting forprognostic indicators. This study deepens our understanding of immune activation,identifies IL-3 as an orchestrator of emergency myelopoiesis, and reveals a newtherapeutic target for treating sepsis.

Interleukin-3 (IL-3) contributes to leuko-cyte production, proliferation, and survival(1–4). Myeloid cells such as monocytes andneutrophils produce IL-1b, IL-6, and tu-mor necrosis factor–a (TNF-a), the three

inflammatory hallmark cytokines constitutingthe cytokine storm during septic shock (5–7).Yet despite these links, IL-3’s role in sepsis re-mains unknown. Il3–/– mice have normal bloodmonocyte and neutrophil profiles (fig. S1, A toG) (8) and thus do not require IL-3 for myelo-poiesis in the steady state. To test whether IL-3is important in sepsis, we subjected Il3–/– andcontrol wild-type (WT) mice to cecal ligationand puncture (CLP), a model of polymicrobialsepsis (9). Compared to WT mice, Il3–/– micewere protected from sepsis, as seen in their lowermortality rates, even after antibiotic treatment(Fig. 1A). Il3–/– mice had better clinical scores,body temperatures (Fig. 1B), and blood pres-sure (Fig. 1C), and their recovery was associatedwith efficient microbial clearance, indicatingthat the absence of IL-3 did not compromisebactericidal activity or recognition (Fig. 1D andfig. S2).

To characterize the host response more com-pletely, we performed time-course tissue, cellu-lar, andmolecular experiments. At 1 day after CLP,WT mice developed neutrophilia and inflamma-tory Ly-6Chigh monocytosis (Fig. 1E), whereas inIl3–/– mice, monocyte and neutrophil numbersremained relatively unchanged. The increased cellnumbers inWTmice were associated with higherserum levels of IL-1b, IL-6, and TNF-a (Fig. 1F).Phagocytic leukocytesweremajor sources of IL-1b,IL-6, and TN-Fa, because phagocyte depletionwith clodronate liposomes and anti–Ly-6G be-fore CLP abolished the cytokine storm (fig. S3A).However, IL-3–mediated cytokine induction wasindirect: Both WT and Il3–/– neutrophils andmonocytes contained similar intracellular res-ervoirs of the three cytokines (fig. S3B). Analy-zing other leukocytes showed IL-3–dependentdifferences in T and B cell numbers after CLP(fig. S4A), but no differences in basophils, mastcells (10–12) (fig. S4, B and C), or histamine (fig.S4D), which suggests that IL-3 had little to noeffect on basophil and mast cell productionand function during the initial inflammation-dominant phase. Consequently, WT but notIl3–/– mice accumulated monocytes and neu-trophils in the lung (Fig. 1G) and liver (Fig. 1H);developed lung pathology (fig. S5A) with in-creased protein in bronchoalveolar lavage (fig.S5B); and evolved abnormal liver morphology(fig. S5C) with increased markers of cytolysis inserum (fig. S5D). These data show that IL-3contributed to septic shock, themost severe formof sepsis (13, 14).IL-3 promotes hematopoiesis by acting on its

receptor, a heterodimer that consists of the IL-

3–specific a chain (CD123) and the common bchain (CD131) (4). In the steady state, Lin– c-kit+

hematopoietic stem and progenitor cells (HSPCs),including megakaryocyte and erythrocyte pro-genitors (MEPs), commonmyeloid progenitors(CMPs), granulocyte and macrophage progen-itors (GMPs), and macrophage and dendritic pro-genitors (MDPs), expressed CD123 at the samelevel in bothWT and Il3–/–mice (Fig. 2A and S6).One day after CLP, the numbers of medullaryHSPCs, CMPs, MEPs, and GMPs/MDPs increasedover the steady state in WT but not Il3–/– mice(Fig. 2B). GMPs are committed to differentiate intomonocytes and neutrophils (15). We therefore pur-sued fate-mapping experiments involving adoptive-ly transferring green fluorescent protein–positive(GFP+) GMPs intoWT or Il3–/–mice. In responseto CLP, the bonemarrow ofWTmice containeda larger population of GFP+ cells than the bonemarrow of Il3–/– mice, indicating IL-3–dependentprogenitor expansion (Fig. 2C). To bolster this ob-servation, we placed Lin– bonemarrow cells (con-taining predominantly HSPCs) in vitro in mediumeither alone or supplemented with IL-3, lipo-polysaccharide (LPS), or both.We found that IL-3,but not LPS, increased cell expansion and gen-erated myeloid cells well above the numbers ini-tially placed into culture (Fig. 2D). Although IL-3alone modestly affected IL-1b, IL-6, and TNF-aproduction, combined IL-3 and LPS exacerbatedthe response (Fig. 2E). These data suggest that IL-3is responsible for the cytokine storm, albeit in-directly, by generating a large pool of cells that,upon recognizing bacterial components, producecytokines in larger quantities.To determine whether IL-3 can trigger severe

sepsis in vivo, whether it can do so alone or incombinationwith infection, andwhether it relieson its specific receptor, we injected (i) recombi-nant IL-3 (rIL-3) into otherwise healthyWTmice;(ii) anti-CD123 into WT mice subjected to CLP;and (iii) rIL-3 into Il3–/– mice subjected to CLP.rIL-3 augmented GMPs in the bone marrow andleukocyte numbers in the blood of healthy WTmice to levels akin to those in WTmice subjectedto CLP (Fig. 2F). Despite this increase, rIL-3 per sedid not induce a cytokine storm in the absence ofinfection (Fig. 2G), thus confirming our in vitroobservations. Conversely, anti-CD123 attenuatedcell numbers inWTCLPmice (Fig. 2F) and tendedto decrease serum cytokines (although the dif-ferences were not statistically significant) (Fig.2G) without depleting HSPCs (fig. S7). Il3–/–

mice receiving rIL-3 in the context of CLP aug-mentedmedullary GMP, circulating neutrophil,and Ly-6Chigh monocyte numbers (Fig. 2F). Theseincreases corresponded to higher cytokine levels inserum (Fig. 2G). Ultimately, WT mice treated withanti-CD123 had amodest but significant improve-ment in survival (Fig. 2H), whereas Il3–/– micereceiving rIL-3 succumbed to infection and died asoften asWTmice (Fig. 2I). These data confirm theeffects of IL-3 on cell production and survival andidentify the IL-3–CD123 axis as a potential newtherapeutic target for treating sepsis.Activated T cells (16) and thymic epithelial cells

(17) produce IL-3 in the steady state, but the

1260 13 MARCH 2015 • VOL 347 ISSUE 6227 sciencemag.org SCIENCE

1Center for Systems Biology, Massachusetts General Hospital,Harvard Medical School, Boston, MA, USA. 2Department ofVisceral, Thoracic and Vascular Surgery, Technische UniversitätDresden, Dresden, Germany. 3Department of Anesthesiology,University of Heidelberg, Heidelberg, Germany. 4Department ofClinical Pathobiochemistry and Institute for Clinical Chemistryand Laboratory Medicine, Technische Universität Dresden,Dresden, Germany. 5Department of Systems Biology, HarvardMedical School, Boston, MA 02115, USA.*These authors contributed equally to this work.†Corresponding author. E-mail: [email protected] (F.K.S.);[email protected] (G.F.W.)

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cytokine’s source in sepsis is unknown. mRNAprofiling identified the spleen, thymus, and lymphnodes as hubs of basal Il3 expression. After CLP, Il3mRNA progressively increased in the spleen, fol-lowed by the thymus and lymph nodes, with nosignal in the bonemarrow, lung, liver, peritoneum,or duodenum (Fig. 3A). As indicated by flowcytometry (Fig. 3, B and C) and Western blots

(Fig. 3D), IL-3+ cells were CD19+ B cells. Accord-ing to enzyme-linked immunosorbent assay, IL-3levels increased in serum after CLP (Fig. 3E)but to a lesser extent in splenectomized mice(Fig. 3E).Identifying B cells as sources of IL-3 prompted

testing ofwhether IL-3–producingB cells resembleinnate response activator (IRA) B cells (fig. S8A),

whose GM-CSF (granulocyte-macrophage colony-stimulating factor) product protects against sepsisand pneumonia via polyreactive immunoglobulinM (IgM) (18, 19). Phenotypic profiling showedthat splenic IL-3 producers were IgMhigh CD23low

CD19+ CD138high CD43+ VLA4+ (Fig. 3F and fig.S8B), as well as CD5int LFA1+ CD284+ CD11blow/–

(fig. S8C). This phenotype matches that of IRA

SCIENCE sciencemag.org 13 MARCH 2015 • VOL 347 ISSUE 6227 1261

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U

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0 12 24 CLPSteadystate

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Fig. 1. IL-3 is detrimental in experimental sepsis. Comparison of Il3–/–

and Balb/c (WT) mice during experimental sepsis using the CLP model. (A)Kaplan-Meier survival curve in mice not receiving antibiotics (n = 10 mice pergroup) and in mice receiving antibiotics (Imipenem) (n = 12 or 13 per group).d,days. (B) Clinical score andbody temperature (n=6 to 10pergroup). h, hours.(C) Blood pressure. The blood pressure in WTmice was below the detectionlimit (n = 6 to 10 per group). (D) Bacterial titer of peritoneal cavity and blood(n = 3 to 10 per group). (E) Enumeration of neutrophils and Ly-6Chigh mono-

cytes in 1ml of blood at 0, 6, 12, and 24 hours after CLP (n = 3 to 12 per group).(F) Levels of IL-1b, IL-6, and TNF-a in serum 1 day after CLP (n = 8 or 9 pergroup). (G and H) Immunohistochemical staining and flow cytometricenumeration of monocytes (CD115) and neutrophils (Ly-6G) in entire lung (G)and liver (H) tissue 1 day after CLP (n = 6; *P < 0.05, **P < 0.01, ***P < 0.001).Error bars indicate means T SEM. Significance was assessed by log rank test(A) or Mann-Whitney test [(B) to (H)]. Data are the result ofN ≥ 2 independentexperiments and are grouped.

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B cells (18–20). The remaining, non-B IL-3–positive cells in the spleen and thymus wereCD4+ T cells, CD8+ T cells, and non-T, non-Bcells (fig. S8D).By comparing IL-3 and GM-CSF, which are

two IRA B cell products, we determined thatthe growth factors are not interdependent: Inresponse to CLP, the spleens of Csf2–/– mice ac-cumulated IL-3–producing IRA B cells, whereasIl3–/– mice accumulated GM-CSF–producingIRA B cells (fig. S9A). On the one hand, in con-trast to GM-CSF (19), IL-3 was not essential toIgM production (fig. S9, B and C). On the otherhand, unlike IL-3, GM-CSF was dispensable foremergency myelopoiesis (fig. S9D, E). The IL-3–producing IRA B cells were readily visualized by

immunofluorescence and increased in frequencyafter CLP (Fig. 3, G andH, and fig. S10). Thus, IRAB cells can both protect against and aggravatesepsis, depending on the particular growth factorthey produce.Peritoneal B1 cells relocate to the spleen after

peritoneal LPS challenge (21) and differentiate toIRA B cells (18). To determine whether IL-3+ Bcells arise similarly, we transferred B1 cells fromthe peritoneum of naïve GFP+mice into the peri-toneum of WT mice. Two days after CLP, IL-3+

(Fig. 3I) and GM-CSF+ B cells (fig. S11) accumu-lated in the spleen, indicating peritoneal B cellrelocation, splenic accumulation, and IRA B celldifferentiation. To test whether IL-3–producing Bcells are important in sepsis, we transferred peri-

toneal B1 B cells fromWTor Il3–/–mice into Il3–/–

mice subjected to CLP and found increasedmono-cyte levels, cytokine levels, and morbidity in WTB cell recipients (Fig. 3J). Overall, the data showthat IL-3–producing IRA B cells induce emer-gency myelopoiesis and potentiate septic shockin a mouse sepsis model.Because the validity of mouse sepsis models

asmirrors of human disease has been challenged(22, 23), we sought to determine whether our ex-perimental findings correlate with the patho-genesis of human sepsis. First, we retrospectivelyanalyzed plasma from a cohort of septic patients[RAMMSES cohort, n = 60 (table S1)] (24) andfound that IL-3 levels during the first 24 hoursafter the onset of sepsis predicted death: Patients

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Fig. 2. IL-3 induces emergency hematopoiesis and potentiates the cytokinestorm in sepsis. (A) Surface expression of IL-3Ra (CD123) on HSPCs, MEPs,CMPs, GMPs, and MDPs in bone marrow of WT and Il3–/– mice (n = 3 pergroup). A representative plot of n = 3 is shown. (B) Enumeration of HSPCs,CMPs/MEPs, and GMPs/MDPs in bonemarrow in a steady state and 1 day afterCLP in WTand Il3–/– mice (n = 3 per group). (C) Analysis and enumeration ofGFP+ cells retrieved from the bone marrow 1 day after CLP from WTand Il3–/–

mice that received 2 × 105 GFP+ GMP intravenously before CLP (n = 3 pergroup). (D) Bone marrow cells were sorted for Lin– cells (i.e., enriched inHSPCs). Shown are representative CD11b versus CD115 flow cytometry plotsshowing cell phenotype just before placement into culture and 4 days after invitro culture in the indicated conditions. The numbers inside the plots denotecells plated and retrieved (n = 4 per group). (E) Supernatant levels of IL-1b, IL-6,and TNF-a in the four post-culture groups shown in (D). Values are the result of

technical triplicates from n = 2 experiments. (F) Enumeration of indicated celltypes in (i) WTmice at a steady state; (ii) WTmice receiving rIL-3 alone; (iii) WTmice subjected to CLP; (iv) WTmice subjected to CLP and receiving antibody toCD123; (v) Il3–/– mice subjected to CLP; and (vi) Il3–/– mice subjected to CLPand receiving rIL-3 (n = 4 to 10). (G) Serum levels of IL-1b, IL-6, and TNF-a in thesix groups shown in (F) (n = 4 to 10). (H) Kaplan-Meier survival curves showingthe four WT mouse groups (n = 6 to 17 per group). (I) Kaplan-Meier survivalcurves showing the two Il3–/– mouse groups (n = 10 per group) (*P < 0.05,**P < 0.01, ***P < 0.001). Error bars indicate means T SEM. Significance wasassessed by Mann-Whitney test [(B), (C), (F), and (G)]; one-way analysis ofvariance (ANOVA) with Tukey’s multiple comparison test (E); Kruskal-Wallis testwith Dunn’s multiple comparison test [(F) and (G)]; and log rank [(H) and (I)].Data are the result of N = 2 independent experiments acquired in triplicates(in vitro) and n ≥ 2 independent experiments (in vivo), and are grouped.

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microscopy of spleen tissue in the steady state and 1 day after CLP. (H) Co-staining of representative IL-3+ cells with IgM. (I) Adoptive transfer of 1.5 × 106

peritoneal B1 B cells from GFP+ mice into WTmice subjected to CLP at thetime of cell transfer. Representative plots from flow cytometric analysis ofn = 3 mice are shown. (J) Adoptive transfer of 3 × 106 peritoneal B1 B cells fromWTor Il3–/– mice to the peritoneum of Il3–/– recipients subjected to CLP.Data show the clinical score, number of Ly-6Chigh monocytes, neutrophils,and serum cytokines 1 day after CLP (n = 5). (*P < 0.05, **P < 0.01). Errorbars indicate means T SEM. Significance was assessed by a Kruskal-Wallistest with Dunn’s multiple comparison test (E) and a Mann-Whitney test (J).

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with IL-3 plasma levels >87.4 pg/ml at admis-sion had a poor prognosis (fig. S12, A and B,and table S2). We therefore decided to test, in anew prospective cohort [SEPIL-3 cohort, n = 37(table S3)], whether IL-3 and blood monocytescorrelate. In septic patientsmonitored over 28days,blood leukocyte numbers peaked at the onsetof sepsis and decreased slowly thereafter (Fig.4A). The increase was associated with a sharpspike of plasma cytokines (Fig. 4B). Compared tohealthy volunteers, mean IL-3 in septic patientplasma did not differ (Fig. 4C). Nevertheless, thedetectable levels of IL-3 correlated with circu-

lating monocyte levels in septic patients (Fig.4D). Kaplan-Meier survival analysis showed thatpatients with plasma levels of >89.4 pg/ml hada poor prognosis (fig. S13 and table S4), thusconfirming the results from the RAMMSES co-hort. Pooling the cohorts showed the impact ofIL-3 on survival to be even more striking (oddsratio: 4.979; confidence interval: 1.680 to 14.738and P = 0.001 for the Kaplan-Meier survivalcurve) (Fig. 4E). The association remained sig-nificant after adjusting for prognostic parame-ters in multivariate analyses (table S5), whereasmultivariate logistic regression analyses con-

sistently showed improvement in the deathprediction when IL-3 was included, as shownby a reduction of the Aikake information crite-rion and an increase of McFadden’s pseudoR2 (table S6). We also conducted flow cytometryand immunofluorescence on human spleensfrom patients undergoing splenectomy. By flowcytometry, we found CD20+ HLADRint CD19high

IgMint/high B and CD3+ T cells to be producersof IL-3 (Fig. 4F and fig. S14A). In tissue sections,human spleens contained IL-3–producing CD19+

and IgM+ B cells (Fig. 4G and fig. S14, B and C),suggesting that IL-3–producing IRA B cells

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Fig. 4. IL-3 is an independent early predictor for outcome in human sepsis.(A) Total leukocyte number in nonseptic people and in septic patients at thetime of sepsis onset (0) and 1, 4, 7, 14, and 28 days later. (B) Plasma levels ofIL-1b, IL-6, and TNF-a in nonseptic people (n = 18) and in septic patients at thetime of sepsis onset (n = 37) and 1 day later (n = 17). (C) IL-3 plasma levels inhealthy people and in patients at sepsis onset and 1 day later. (D) Correlationof IL-3 plasma levels with total blood monocytes and with CD14+ and CD16+

blood monocytes in septic patients with measurable IL-3 plasma levels. (E)Kaplan-Meier analysis showing the survival of patients in the RAMMSESand SEPIL-3 studies with IL-3 at >89.4 pg/ml (top quintile, measured within

1 day after sepsis onset) versus the survival of patients with IL-3 ≤ 89.4 pg/ml.(F) Representative flow cytometry plot of n = 2 patients showing the identityof IL-3–producing human splenocytes. (G) Immunofluorescence of humanspleen showing IL-3–producing B cells in high magnification (×60). A rep-resentative immunofluorescence section of n = 6 spleens is shown (*P <0.05, ****P < 0.0001). Error bars indicate means T SEM. Significance wasassessed by one-way ANOVA with Tukey’s multiple comparison test [(A) and(C)], a Pearson correlation test (D), and log rank (E). Data in (A) to (D) arefrom the SEPIL-3 cohort; data in (E) are pooled from the RAMMSES andSEPIL-3 cohorts.

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amplify inflammation in humans as well as mice(fig. S15).Mortality fromsepsis rangesbetween30and50%

and is rising because of drug-resistant organisms,a growing elderly population, and an increasedincidence of immunosuppression (25–28). Thefailures of anti–Toll-like receptor 4, recombinantactivated protein C, and anti–TNF-a therapies inclinical trialsnecessitatea rethinkingof sepsis’patho-physiology (6, 29–33). Because many early-phaseinflammatory cytokines operate concurrently andredundantly, identifying upstream triggersmaygenerate therapies with broad downstream bene-fits. Altogether, the evidence shown here supportsthe hypothesis that IL-3 mediates experimentaland human sepsis, is a major upstream orches-trator of the septic inflammatory phase, and canbe harnessed for therapeutic intervention.

REFERENCES AND NOTES

1. Y. C. Yang et al., Cell 47, 3–10 (1986).2. A. J. Hapel, J. C. Lee, W. L. Farrar, J. N. Ihle, Cell 25, 179–186

(1981).3. J. N. Ihle, L. Pepersack, L. Rebar, J. Immunol. 126, 2184–2189

(1981).4. G. T. Williams, C. A. Smith, E. Spooncer, T. M. Dexter,

D. R. Taylor, Nature 343, 76–79 (1990).5. D. C. Angus, T. van der Poll, N. Engl. J. Med. 369, 840–851

(2013).6. R. S. Hotchkiss, G. Monneret, D. Payen, Nat. Rev. Immunol. 13,

862–874 (2013).7. C. S. Deutschman, K. J. Tracey, Immunity 40, 463–475

(2014).8. Materials and methods are available as supplementary

materials on Science Online.9. D. Rittirsch, M. S. Huber-Lang, M. A. Flierl, P. A. Ward, Nat.

Protoc. 4, 31–36 (2009).10. M. C. Jamur, C. Oliver, Front. Biosci. (Schol. Ed.) S3,

1390–1406 (2011).11. D. Voehringer, Eur. J. Immunol. 42, 2544–2550

(2012).12. E. Rönnberg et al., Immunology 143, 155–163 (2014).13. D. Annane, E. Bellissant, J. M. Cavaillon, Lancet 365, 63–78

(2005).14. P. A. Ward, EMBO Mol. Med. 4, 1234–1243 (2012).15. M. Kondo et al., Annu. Rev. Immunol. 21, 759–806

(2003).16. J. E. Groopman, J. M. Molina, D. T. Scadden, N. Engl. J. Med.

321, 1449–1459 (1989).17. A. H. Dalloul et al., Blood 77, 69–74 (1991).18. P. J. Rauch et al., Science 335, 597–601 (2012).19. G. F. Weber et al., J. Exp. Med. 211, 1243–1256

(2014).20. I. Hilgendorf et al., Circulation 129, 1677–1687 (2014).21. S. A. Ha et al., J. Exp. Med. 203, 2541–2550 (2006).22. J. Seok et al., Proc. Natl. Acad. Sci. U.S.A. 110, 3507–3512

(2013).23. K. Takao, T. Miyakawa, Proc. Natl. Acad. Sci. U.S.A. 112,

1167–1172 (2015).24. T. Brenner et al., Crit. Care 18, 683 (2014).25. G. S. Martin, D. M. Mannino, S. Eaton, M. Moss, N. Engl. J. Med.

348, 1546–1554 (2003).26. K. A. Wood, D. C. Angus, Pharmacoeconomics 22, 895–906

(2004).27. M. Bosmann, P. A. Ward, Trends Immunol. 34, 129–136

(2013).28. C. M. Coopersmith et al., Crit. Care Med. 40, 1072–1079

(2012).29. E. Dolgin, Nat. Med. 18, 1000 (2012).30. S. M. Opal et al., Crit. Care Med. 25, 1115–1124 (1997).31. J. S. Boomer et al., JAMA 306, 2594–2605 (2011).32. R. S. Hotchkiss, C. M. Coopersmith, J. E. McDunn,

T. A. Ferguson, Nat. Med. 15, 496–497 (2009).33. P. A. Ward, JAMA 306, 2618–2619 (2011).

ACKNOWLEDGMENTS

We thank M. Greene for secretarial assistance, M. Waring andA. Chicoine for sorting cells, and K. Joyes for editing the

manuscript. The data presented in this manuscript are tabulatedin the main paper and in the supplementary materials. TheGeneral Hospital Corporation has filed a patent application(61/973,458) with the U.S. Patent and Trademark Office entitled“Agents and Methods for Diagnosing and Treating Sepsis,” whichnames F.K.S. and G.F.W. as inventors. Il3–/– mice are availablefrom Riken, Japan, under a materials transfer agreement.This work was supported by NIH grants 5R01HL095612 andR56-AI104695 and the Massachusetts General Hospital HowardM. Goodman Fellowship (F.K.S.). G.F.W. was supported by theGerman Research Foundation (WE4892/1-2 and 3-1). B.G.C. wassupported by the Société Française d’Anesthésie-Réanimation(SFAR), Institut Servier, Fondation Groupe Pasteur Mutualité, andFulbright Scholarships (Monahan Foundation and Harvard French

Scholarship Fund). M.N. was supported by an Erwin SchrödingerFellowship of the Austrian Science Fund FWF (J3486-B13). Theauthors declare no conflicts of interest.

SUPPLEMENTARY MATERIALS

www.sciencemag.org/content/347/6227/1260/suppl/DC1Materials and MethodsFigs. S1 to S15Tables S1 to S6References (34–36)

4 December 2014; accepted 21 January 201510.1126/science.aaa4268

CIRCADIAN RHYTHMS

Time-restricted feedingattenuates age-related cardiacdecline in DrosophilaShubhroz Gill,1,2 Hiep D. Le,1 Girish C. Melkani,3* Satchidananda Panda1*

Circadian clocks orchestrate periods of rest or activity and feeding or fasting overthe course of a 24-hour day and maintain homeostasis. To assess whether aconsolidated 24-hour cycle of feeding and fasting can sustain health, we explored theeffect of time-restricted feeding (TRF; food access limited to daytime 12 hours everyday) on neural, peripheral, and cardiovascular physiology in Drosophila melanogaster.We detected improved sleep, prevention of body weight gain, and deceleration ofcardiac aging under TRF, even when caloric intake and activity were unchanged. Weused temporal gene expression profiling and validation through classical geneticsto identify the TCP-1 ring complex (TRiC) chaperonin, the mitochondrial electrontransport chain complexes, and the circadian clock as pathways mediating thebenefits of TRF.

To determine whether a daily rhythm offeeding and fasting without reducing caloricintake can improve health metrics, we sub-jected a 2-week-oldwild-type (WT)Oregon-Rstrain (table S1) of Drosophila melanogaster

adults to ad libitum feeding (ALF) or 12-hourtime-restricted feeding (TRF) of a standard corn-meal diet exclusively during daytime. At night-time, the TRF cohorts were placed in vials with1.1% agar to prevent desiccation (fig. S1A). Thedaily food intake was equivalent in both groups,although ALF flies consumed some of their foodduring nighttime (Fig. 1A). Unlike ALF flies, theTRF group did not gain body weight at 5 and7 weeks of age (Fig. 1B). The ability to fly (flightindex) was slightly improved in the TRF group(Fig. 1C). Although the total daily activity wasequivalent between both groups of flies (Fig. 1D),the TRF flies were more active during daytime.Sleep (defined as five consecutive minutes of

inactivity) (1) assessment revealed that flies onTRF had less daytime sleep, but more nighttimeand more total sleep, than the ALF flies (Fig. 1Eand fig. S1).Increase in sleep duration correlates with im-

proved cardiac function (2). Therefore, by high-speed video imaging of ex vivo denervated heartsbathed in artificial hemolymph (3), we mea-sured the diameter of the beating Drosophilaheart at full relaxation and contraction andthe time interval between successive contrac-tions to calculate cardiac function parameters(Fig. 2A). At 3 weeks of age, the performanceof both ALF and TRF hearts was indistinguish-able with equivalent heart period (HP), systolicdiameter (SD), systolic interval (SI), diastolicdiameter (DD), diastolic interval (DI), arrhyth-mia index (AI), and heart contractility, mea-sured as fractional shortening (FS) (Fig. 2, Bto F; fig. S2; and movie S1). In the next 2 weeks,the cardiac performance in ALF flies exhibitedcharacteristic age-dependent deterioration (4),with increased SI, DI, HP, and AI and reducedDD, SD, and FS. TRF flies showed smaller changesin these cardiac performance parameters in bothgenders (fig. S2).We investigated whether a limited period of TRF

early or late in life could attenuate age-dependent

SCIENCE sciencemag.org 13 MARCH 2015 • VOL 347 ISSUE 6227 1265

1Regulatory Biology Laboratory, The Salk Institute forBiological Studies, La Jolla, CA 92037, USA. 2Division ofBiological Sciences, University of California San Diego, LaJolla, CA 92037, USA. 3Department of Biology, MolecularBiology Institute, and Heart Institute, San Diego StateUniversity, San Diego, CA 92182, USA.*Corresponding author. E-mail: [email protected](G.C.M.); [email protected] (S.P.)

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Interleukin-3 amplifies acute inflammation and is a potential therapeutic target in sepsis

Nahrendorf, Ralph Weissleder and Filip K. SwirskiSchölch, Anne Klotzsche-von Ameln, Triantafyllos Chavakis, Jürgen Weitz, Stefan Hofer, Markus A. Weigand, MatthiasFlorian Uhle, Yoshiko Iwamoto, Clinton S. Robbins, Lorette Noiret, Sarah L. Maier, Tina Zönnchen, Nuh N. Rahbari, Sebastian Georg F. Weber, Benjamin G. Chousterman, Shun He, Ashley M. Fenn, Manfred Nairz, Atsushi Anzai, Thorsten Brenner,

DOI: 10.1126/science.aaa4268 (6227), 1260-1265.347Science 

, this issue p. 1260; see also p. 1201Scienceneutrophils, which secrete highly inflammatory proteins. Blocking IL-3 protected mice from sepsis-induced death.mortality. In septic mice, IL-3 caused the immune system to produce large amounts of cells called monocytes andPerspective by Hotchkiss). In sepsis patients, higher serum concentrations of IL-3 were correlated with higher rates of

now identify one potential target, the secreted protein interleukin-3 (IL-3) (see theet al.the immune response. Weber infailure, and death. Although antibiotics can help to quash the infection, sepsis patients also need therapies that will rein

Infections can sometimes unleash powerful immune responses that careen out of control, leading to sepsis, organA new therapeutic target for sepsis

ARTICLE TOOLS http://science.sciencemag.org/content/347/6227/1260

MATERIALSSUPPLEMENTARY http://science.sciencemag.org/content/suppl/2015/03/11/347.6227.1260.DC1

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REFERENCES

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