Abstract
Hematopoietic cells are regulated in part by extracellular cues from cytokines. Leukemia inhibitory factor (LIF) promotes survival, self-renewal, and pluripotency of mouse embryonic stem cells (mESC). While genetic deletion of LIF affects hematopoietic progenitor cells (HPCs), the direct effect of LIF protein exposure on HPC survival is not known. Furthermore, post-translational modifications (PTM) of LIF and their effects on its function have not been evaluated. We demonstrate that treatment with recombinant LIF preserves mouse and human HPC numbers in stressed conditions when growth factor addition is delayed ex vivo. We show that Lif is upregulated in response to irradiation-induced stress. We reveal novel PTM of LIF where it is cleaved twice by dipeptidyl peptidase 4 (DPP4) protease so that it loses its 4 N-terminal amino acids. This truncation of LIF down-modulates LIF’s ability to preserve functional HPC numbers ex vivo following delayed growth factor addition. DPP4-truncated LIF blocks the ability of full-length LIF to preserve functional HPC numbers. This LIF role and its novel regulation by DPP4 have important implications for normal and stress hematopoiesis, as well as for other cellular contexts in which LIF and DPP4 are implicated.
Keywords: hematopoiesis, hematopoietic progenitor cells, cytokine, leukemia inhibitory factor, serine proteases, post-translational modification
Graphical Abstract
Graphical Abstract.
Significance Statement.
This study is the first to examine the direct effects of Leukemia inhibitory factor protein on mouse and human hematopoietic progenitor cell survival in stressed conditions and the first to show that Leukemia inhibitory factor is post-translationally modified by Dipeptidyl peptidase 4. Leukemia inhibitory factor preserves hematopoietic progenitor cells during ex vivo stress, which is important in the context of dysregulated hematopoiesis or other stress conditions such as radiation. Modification by Dipeptidyl peptidase 4 down-modulates this pro-survival function. This novel axis of regulation could have important implications for normal and stressed hematopoiesis as well as other cellular contexts.
Introduction
Blood cells are consistently replenished throughout an organism’s life span.1 Hematopoietic stem cells (HSCs) self-renew and respond to extracellular and intracellular cues to differentiate into lineage defined hematopoietic progenitor cells (HPCs), which in turn respond to extracellular and intracellular cues to differentiate into mature blood cells responsible for immune responses, wound healing, tissue oxygenation, and other essential functions.2 HSCs/HPCs are regulated in part by extracellular protein-protein interactions between regulatory proteins known as cytokines and their associated cell surface receptor proteins.3-6
Leukemia inhibitory factor (LIF), initially discovered as a secreted protein that induces differentiation of a murine myeloid leukemia cell line in vitro,7 promotes survival, self-renewal, and pluripotency of mouse embryonic stem cells (mESCs).8,9 Murine (m) LIF is used as an essential factor to maintain pluripotent mESC and induced pluripotent stem cell (iPSC) cultures in ex vivo settings.10 Human (h) LIF does not necessarily have similar essential functions in the maintenance of human ESC (hESCs), suggesting that LIF plays different regulatory roles in human and mouse cells.11 Genetic whole-mouse deletion of LIF reduces pools of HPC-derived colony-forming units (CFUs).12 A small phase I clinical trial showed that treatment of patients receiving chemotherapy with recombinant (r) hLIF yielded enhanced platelet recovery compared to patients receiving placebo.13 However, there have not been follow-up clinical trials since the paper,13 and direct effects of mLIF and hLIF on murine and human primitive hematopoietic cells have not been examined.
Post-translational modifications (PTM) are important mechanisms of regulation for many proteins, and such modifications of cytokines/chemokines dramatically affect their various functions.14 One common mechanism by which cytokines may be post-translationally modified is via peptide cleavage by various proteases.14 Dipeptidyl peptidase 4 (DPP4) is a serine protease that cleaves N-terminal dipeptides from proteins containing proline, alanine, or serine residues in the penultimate N-terminal location.15-19 DPP4 is a cell surface anchored or soluble protein expressed by cells residing in the bone marrow (BM), including mouse and human hematopoietic cells.20-22 DPP4 truncation of cytokines affects their functions. DPP4 is thus an important hematopoietic regulatory protein15,23,24 that is sometimes ignored in studies of cytokine actions. We previously proposed that LIF contains a putative cleavage site for DPP4,17,19 but this potential regulation of functional LIF has not been studied.
LIF and DPP4 play essential regulatory roles in a variety of cell types,11,25-28 and are implicated in disease, in particular cancer.29-32 However, interplay between these 2 proteins has not been explored and may be an important regulatory axis in different biological contexts. We sought to understand the roles of LIF in hematopoiesis. We showed that LIF receptor (LIFR) is expressed in mouse and human hematopoietic cells and demonstrated that LIF preserves functional HPC survival in the context of stressed hematopoiesis ex vivo. We reanalyzed publicly available sequencing data to show that Lif, genes encoding LIFRs, and LIF-associated signaling pathways were upregulated after whole-body irradiation of mice, an instance of stress hematopoiesis. We identified a novel PTM of LIF that ablates its function of preserving functional HPC survival ex vivo and demonstrated that DPP4-modified LIF down-modulates unmodified LIF function. This has implications for the role of LIF in normal, stressed, and disordered hematopoiesis, as well as in other cellular contexts.
Materials and Methods
Microarray Data Mining
Microarray data were mined from the BloodSpot database for the indicated gene expression profile. Data were plotted as log2 normalized expression values.33
Primary Cell Collection
Primary mBM cells were harvested by flushing femurs and/or tibiae. For flow cytometry analysis, mBM cells were lineage depleted using the Direct Lineage Depletion Kit (Milltenyi Biotec, Bergisch Gladbach, Germany). Human cord blood (CB) units were obtained from CryoCell (Oldsmar, FL) or Cleveland Cord Blood Center (Cleveland, OH). CB was processed within 48 hours of collection. Low-density hCB (LDCB) cells were obtained by washing CB once with phosphate-buffered saline (PBS) and layering CB on Ficoll-Paque Plus (GE Healthcare, Chicago, IL) to separate LDCB by centrifugation. LDCB was either used for assays or further enriched for CD34+ cells using the CD34+ Selection Kit (Milltenyi). All mouse studies were approved by the Indiana University School of Medicine (IUSM) IACUC. All CB studies were approved by the IUSM IRB.
Flow Cytometry
For LIFR cell surface expression, mBM or hLDCB enriched for CD34+ cells were stained using fluorochrome-conjugated antibodies targeting cell surface proteins used to immunophenotypically define HSCs/HPCs as well as anti-h/m LIFR antibody. Antibodies and cell surface markers used to define HSC/HPC populations are shown in Supplementary Tables 1 and 2. Populations examined for mLIFR expression were lineage negative (lin−); lin-cKIT+SCA1+ (LSK); lin-cKIT+SCA1− (LKS−); long-term HSC (LT-HSC); short-term HSC (ST-HSC); multipotent progenitors (MPP); common myeloid progenitors (CMP); megakaryocyte/erythroid progenitors (MEP); and granulocyte/macrophage progenitors (GMP). Populations examined for hLIFR expression were CD34+; CD34+CD38−; CD34+CD38+; HSC; MPP; multi-lymphoid progenitors (MLP), GMP; CMP; and MEP.
Sequence Alignment
Sequence alignment used UniProt database.34
Liquid Chromatography Quadrupole Time-of-Flight Mass Spectrometry (LC-QTOF-MS)
RmLIF (BioLegend Cat# 554006) or rhLIF (BioLegend Cat# 593904) that are produced with N-terminal sequences with putative DPP4 truncation sites (not all recombinant LIF formulations have this putative DPP4 truncation site; Supplementary Table 3) were incubated with rhDPP4 at a ratio of 1 µg LIF:0.25 µg DPP4 at 37°C for 18 hours or indicated time points. 1-20 µL of protein mixture was injected on an LC-QTOF mass spectrometer (Agilent, Santa Clara, CA) using a C3 chromatography column. Data were analyzed using BioConfirm software to deconvolute protein species for identification.
HPC CFU Assay
After harvest, 2.5-5 × 104 mBM/hLDCB cells were plated, respectively, in the presence or absence of 50 ng/mL rmLIF/rhLIF, DPP4-truncated rmLIF/rhLIF, or a combination of full-length and truncated rmLIF/rhLIF in either 0.3% agar or 1% methylcellulose culture medium. Cells received different combinations of recombinant growth-stimulating factors on day of plating (day 0) or not until the subsequent day (day 1). Growth factors were 10 ng/mL granuloctye/macrophage colony-stimulating factor (GM-CSF) (R&D Systems, Minneapolis, MN) alone; 10 ng/mL GM-CSF + 50 ng/mL stem cell factor (SCF) (R&D Systems); for mouse only 10 ng/mL rmGM-CSF + 50 ng/mL rmSCF + 5% v/v pokeweed mitogen mouse spleen cell-conditioned medium (PWMSCM) + 0.1 mM Hemin; for human only 10 ng/mL rhGM-CSF + 50 ng/mL rhSCF + 50 ng/mL rh erythropoietin (EPO) (Amgen, Thousand Oaks, CA) + 10 ng/mL rh interleukin 3 (IL-3) (R&D Systems). Mouse/human recombinant cytokines were used and for mouse/human assays, respectively. Plates were incubated in a humidified atmosphere of 5% CO2 and lowered (5%) O2.23,35 Plates were scored for CFU-granulocyte/macrophage (CFU-GM), burst-forming unit-erythroid (BFU-E) (for mBM only), and CFU-granulocyte/erythrocyte/monocyte/megakaryocyte (CFU-GEMM) progenitors after 6-7 days (mouse) or 13-14 days (human). Please note that this combinations of growth factors does not pick up hCB BFU-E, but rather only CFU-GEMM of erythroid containing colonies.36
Analysis of Publicly Available RNA-seq Data
Raw count matrices for RNA-seq of HSCs isolated from irradiated or non-irradiated mice were downloaded from the Gene Expression Omnibus dataset GSE151799.37 Eight replicates were used for non-irradiated or irradiated (1 hour post-8.53 Gy whole-body irradiation) treatment groups. Differential expression analysis was performed using DESeq2.38 Reported count values were normalized by library size. Reported significance is based on adjusted P values. Fast Gene Set Enrichment Analysis (FGSEA) was performed using the test statistic value to rank genes by differential expression confidence.39
Statistical Analysis
For CFU assays, n = 2-5 where each n is a biological replicate representing cells from different mice or CB units. Each biological replicate is made up of 2-3 technical replicates. Two-way ANOVA was performed to assess differences in treatment effect (PBS vs LIF) and time of growth factor addition (day 0 vs day 1). Data points were matched by mouse or by CB unit for both effects. Sphericity and normality of the sampled populations were assumed. Sidak’s post hoc test was used for pairwise comparisons between all groups and P values from these tests were reported.
Results
LIFR Expression on Mouse and Human HSC/HPC
To determine whether LIF may have direct effects on HSCs/HPCs by binding to its known receptor, LIFR, we first examined whether LIFR is expressed on human and mouse HSC/HPC surfaces. We used the publicly available RNA microarray data compiled by the BloodSpot database to look at the transcript expression of Lifr.33Lifr RNA is expressed at detectable levels in mHSCs/HPCs including LT-HSC, ST-HSC, and various primitive progenitor cell types (Fig. 1A). We used flow cytometry to examine LIFR cell surface expression of various immunophenotypically defined mHSCs/HPCs. LIFR is expressed on 4.2%-5.8% of mBM cells. Within mBM, LIFR is expressed most highly on LT-HSCs (9.9%-26.7%) and MPPs (6.4%-43.2%) (Fig. 1B). It is expressed on low to moderate numbers of ST-HSC (6.4%-14.4%) and CMPs (3.9%-25.7%) and is expressed on MEPs (3.5%-13.9%) and GMPs (0.1%-5.7%) (Fig. 1B). BloodSpot data revealed LIFR RNA expression at detectable levels in various human hematopoietic cells, including HSCs and early progenitors (Fig. 1C). LIFR is expressed on cell surfaces of hCB HSCs/HPCs subpopulations, although its expression is apparent on relatively lower numbers of these cells (Fig. 1D). In LDCB enriched for CD34+ cells, 0.3%-2.9% of cells express cell surface LIFR. The highest percentage of LIFR+ cells are observed in MLPs (1.1%-11.9%) and HSCs (0.4%-3.4%), with lower percentages in GMPs (0.1%-1.6%), CMPs and MEPs (combined subpopulation CMP/MEP 0.2%-1.4%) populations and is essentially undetectable in MPPs (Fig. 1D). BloodSpot microarray data show that IL6ST (GP130), which codes for the other receptor essential for LIF binding and signaling, is also expressed in mouse and human HSCs/HPCs (data not shown).33 This suggests that low to moderate numbers of mouse and human HPCs may be capable of LIF-dependent signaling via LIFR cell surface receptor.
Figure 1.
LIFR is expressed on the cell surface of primitive and mature mouse and human HPCs. (A, C) Micrarray data were mined for Lifr/LIFR expression in normal hematopoietic cells from the BloodSpot database.33 (B, D) Cells were stringently immunophenotyped and were examined for LIFR cell surface expression by cell surface staining followed by flow cytometry (n = 7). LIFR+ gates were set based on an isotype control. Abbreviations: HPCs, hematopoietic progenitor cells; LIFR, leukemia inhibitory factor receptor; LMPP, lymphoid-primed multipotential progenitors; MkE, megakaryocyte/erythroid precursors; MkP, megakaryocyte precursor.
LIF Enhances Mouse HPC CFU Numbers after Delayed Growth Factor Addition
Whole-body genetic deletion of murine Lif leads to reduced pools of HPCs in vivo.12 We, therefore, evaluated whether LIF protein can promote the preservation of functional HPCs by colony formation ex vivo. We first observed that the addition of rmLIF had no effect when it was added concurrently with growth factors in mouse BM CFU assays (Fig. 2A-2D). We therefore plated mouse BM cells in semi-solid methylcellulose or agar in the presence or absence of rmLIF with growth factors at day 0 or delayed addition of different growth factor combinations until day 1. Delayed addition of growth factors induces cellular stress and reduces CFU numbers, an ex vivo measurement of functional HPC survival. This allows examination of whether LIF treatment enhances HPC survival in stressed conditions.23 Growth factor combinations used were (1) GM-CSF alone (stimulates colony formation of more mature CFU-GM); (2) GM-CSF + SCF (stimulates colony formation of more immature CFU-GM); and (3) PWMSCM + EPO + SCF (stimulates colony formation of more immature CFU-GM). Treatment with LIF on day 0 preserved an average of 59.6%, 41.3%, and 74.5% of CFU-GM after delayed addition of GM-CSF, GM-CSF + SCF addition, or PWMSCM + SCF + EPO + Hemin, respectively, compared to adding growth factors on day 0 (Fig. 2A-2D). LIF treatment yielded an average 1.42-fold increase, 1.56-fold increase, and 1.40-fold increase in CFU-GM after delayed addition of GM-CSF, GM-CSF + SCF, or PWMSCM + SCF+ EPO + Hemin, respectively, compared to PBS control (Fig. 2A-2D). Similarly, we examined whether LIF protein could enhance functional human HPC numbers after delayed growth factor addition. We plated human LDCB in methylcellulose or agar in the presence or absence of rhLIF. LIF treatment trended toward the same effects in human CB cells as in mouse BM, where treatment with LIF on day 0 preserved an average of 80.8% and 85.5% of CFU-GM after delayed addition of GM-CSF or GM-CSF + SCF addition, respectively, compared to adding growth factors on day 0 (Supplementary Fig. 1A-1C). LIF treatment yielded an average 1.52-fold increase and 2.1-fold increase after delayed addition of GM-CSF or GM-CSF + SCF, respectively, compared to PBS control (Supplementary Fig. 1A-1C). These data demonstrate that LIF significantly enhances HPC CFU numbers after delayed growth factor addition in mouse BM and may have similar effects in human CB.
Figure 2.
mLIF preserves functional mouse HPC after delayed growth factor addition. (A-C) Mouse BM cells were isolated and treated ±50 ng/mL rmLIF on day 0. Indicated growth factors were added on day 0 or day 1 and CFU-GM scored 6 days after growth factor addition. Data points are colored to correspond to matched values from a biological replicate (cells isolated from the same mouse). n = 5 biological replicates (2-3 technical replicates each). Two-way ANOVA matched for treatment and day growth factor added with Tukey’s post hoc testing. (D) Quantification of A-C. Shown are the average amounts of CFU-GM preserved when growth factors are delayed compared to when they are added at plating, matched for biological replicate and treatment. Shown are the average fold-changes of CFU-GM for LIF-treated cells compared to PBS-treated cells after delayed growth factor addition, matched for biological replicate. ∗P < .05; ∗∗P < .01; ∗∗∗P < .001; ∗∗∗∗P < .0001; ns, not significant (P > .05). Abbreviations: ANOVA, analysis of variance; BM, bone marrow; CFU-GM, colony-forming unit-granulocyte/macrophage; HPCs, hematopoietic progenitor cells; LIF, leukemia inhibitory factor; PBS, phosphate-buffered saline.
LIF and LIF-Associated Genes Are Upregulated after Whole-Body Irradiation in Mice
Because LIF treatment on day 0 had no effect on functional HPCs but did have significant enhancing effects on functional HPC numbers with delayed growth factor addition, we speculate that LIF may function as a pro-survival cytokine for hematopoietic cells during stress hematopoiesis. Therefore, it is possible that LIF expression is regulated by stress responses. To examine this, we mined raw data from a publicly available dataset where HSCs were isolated for RNA-sequencing (RNA-seq) 1 hour following whole-body irradiation.37 We reanalyzed these data and examined normalized expression levels of Lif and genes encoding LIFRs. Remarkably, Lif is upregulated more than 39-fold 1 hour after irradiation (Fig. 3A). We next examined the genes that encode the receptors required for LIF-induced signaling. Lifr trended toward being upregulated by irradiation, showing a 2-fold increase (Fig. 3B), and Gp130 was significantly upregulated, showing a muted but more consistent 1.3-fold upregulation after irradiation (Fig. 3C). Thus, mouse BM cells (specifically HSCs), upregulate genes necessary for LIF signaling as a response to irradiation. We assessed by gene set analysis whether LIF-associated signaling pathways are altered after irradiation and found that genes upregulated by LIF treatment are upregulated after irradiation (Fig. 3D).40 Similarly, signaling pathways that are closely associated with being induced by LIF in embryonic stem cells,41 including PI3K-AKT signaling, STAT3-regulated genes, and MAPK signaling pathway, are significantly upregulated after irradiation (Fig. 3E-3G).42 This signaling induction suggests that not only is LIF being upregulated on a transcriptional level, but that LIF might be secreted in the BM as a stress response and is, in turn, inducing changes in transcription. Taken together with its preservation of functional HPC following delayed growth factor addition ex vivo, these data suggest that LIF acts as a pro-survival molecule by inducing signaling during stress hematopoiesis, such as post-irradiation. We next pursued these findings in the context of potential PTM (by DPP4) on LIF.
Figure 3.
Mouse BM HSCs upregulate Lif and LIF-associated signaling as a response to irradiation. (A-G) Raw count matrices of RNA-seq data from BM HSCs isolated from mice after irradiation were downloaded from GSE15179937 and reanalyzed using the DESeq2 R package. (A-C) Shown are read counts normalized by library size for the indicated genes for HSCs isolated from non-irradiated or irradiated mice. Significance between treatments at the gene level was determined by DESeq2 modeling. ∗∗∗∗Padj < .0001; ∗∗Padj < .01; ns, not significant (Padj > .05). (D-G) FGSEA plots showing positive enrichment of the indicated previously defined gene sets for HSCs isolated after irradiation. Abbreviations: BM, bone marrow; FGSEA, Fast Gene Set Enrichment Analysis; HSCs, hematopoietic stem cells; LIF, leukemia inhibitory factor; NES, normalized enrichment score; Padj, adjusted P value.
LIF Contains Putative DPP4 Truncation Sites
The first species of mLIF that was discovered and isolated was confirmed by peptide sequencing to have an N-terminal sequence of PLPITPV and subsequent analysis of rhLIF suggested an identical N-terminal sequence.43,44 However, peptide sequence analysis of mLIF and hLIF has since revealed species of mLIF and hLIF that have the N-terminal sequence of SPLPITPV,45,46 a potential DPP4 truncatable sequence. Interestingly, the latter sequence contains 2 putative cleavage sites for the protease DPP4: SPLPITPV, while the former is likely not a potential substrate of DPP4 (Fig. 4A). Further examination of full protein sequences of hLIF and mLIF was performed. Sequence alignment revealed that within the LIF signal peptide, mLIF contains an additional leucine residue compared to hLIF (Fig. 4B). The addition of this hydrophobic residue may affect the location of the cleavage site for the signal peptide, as the hydrophobic core of the signal peptide is a key determinant for signal peptide cleavage,47,48 suggesting that mLIF may be more likely to exist as a non-DPP4-truncatable species. It is noteworthy that the hLIF isoform identified to have the putative DPP4 truncation sequence was a natural endogenous product from a cell line, while the mLIF isoform was expressed using an exogenous construct. Thus, multiple species of mLIF and hLIF exist in nature and this may be dependent on the cell types they are produced in. At least 1 identified sequence of each contains putative DPP4 truncation sites (Fig. 4A).
Figure 4.
Human LIF is truncated twice by DPP4. (A) Proposed mechanism for post-translational modification of LIF by DPP4. (B) Sequence alignment of mLIF and hLIF. Yellow highlight indicates an additional hydrophobic residue found in the signal peptide of mLIF. Red arrows indicate the annotated signal peptide cleavage site. Blue highlight indicates the proposed tetrapeptide cleaved by DPP4. (C, D) hLIF or mLIF were incubated with rhDPP4 for 18 hours at 37°C, then analyzed by LC-QTOF for protein size inference. Graphs of DPP4-truncated LIF (T2-LIF) are overlaid with full-length LIF incubated with vehicle (FL-LIF). Shown are representative experiments that were performed >=2 times each. (E) Time course of DPP4 truncation of mouse LIF as determined by LC-QTOF. (F) Disorder prediction of human FL-LIF and T-LIF.49 Abbreviations: DPP4, dipeptidyl peptidase 4; LC-QTOF, liquid chromatography quadrupole time-of-flight mass spectrometry; LIF, leukemia inhibitory factor.
LIF Is Truncated by DPP4 In Vitro
To test whether hLIF and mLIF can be cleaved by DPP4, we incubated rhLIF or rmLIF with rhDPP4 protein and analyzed sizes of the protein by LC-QTOF-MS. By using LC-QTOF, we observed a shift in the size of hLIF and mLIF after incubation with DPP4 consistent with loss of their 4 N-terminal amino acids, indicating that DPP4 cleaved LIF twice (Fig. 4C, 4D). Thus, hLIF and mLIF are DPP4-truncatable, suggesting a possible role for DPP4 regulation of LIF-dependent function. The catalytic mechanism of DPP4 suggests that DPP4-dependent loss of 4 amino acids from LIF occurs by 2 sequential DPP4 truncations, confirmed by a time course experiment where mLIF was incubated with DPP4 for varying time intervals, up to and including 24 hours. A protein product with a size consistent with LIF that has lost its first 2 amine-terminal amino acids was identified within 15 minutes of exposure to DPP4. By 30 minutes, untruncated full-length LIF (FL-LIF) is a minor species in the mixture, while singly truncated LIF (T1-LIF) is the primary species, and a new protein product with a size consistent with LIF that has lost its 4 amine-terminal amino acids is identifiable. At 60 minutes after first exposure to DPP4, doubly truncated LIF (T2-LIF, herein referred to as T-LIF) is the only identifiable LIF protein species (Fig. 4E). To determine whether loss of the 4 N-terminal amino acids may have an effect on the structure/function of LIF, we performed a simple disorder prediction49 for hFL-LIF and hT-LIF. T-LIF was predicted to be more disordered in all regions of its polypeptide sequence than FL-LIF (Fig. 4F), suggesting that T-LIF may be structured differently than FL-LIF, which could affect protein binding, stability, and function.
DPP4 Truncation of LIF Down-Modulates Its Ability to Enhance HPC CFU Survival Ex Vivo after Delayed Growth Factor Addition
To examine whether truncation of LIF affects its ability to preserve HPC CFU survival, we treated mouse BM ex vivo with FL-LIF, T-LIF, or a combination of FL-LIF + T-LIF. Growth factors were added concurrently or after a 1-day delay. LIF treatments did not affect colony formation of CFU-GM when growth factors were immediately added. However, after delayed addition of GM-CSF compared to immediate addition of GM-CSF, FL-LIF-treated mouse BM cells preserved 103% of CFU-GM compared to a significantly reduced 49.9% for vehicle-treated cells and 44.9% for truncated LIF (T-LIF)-treated cells (Fig. 5A, 5D). FL-LIF also preserved 71.2% of CFU-GM after delayed GM-CSF + SCF addition compared to a significantly reduced 31.3% for vehicle and 30.1% for T-LIF-treated cells (Fig. 5B, 5D). The addition of PWMSCM + EPO + SCF + hemin showed muted preservation effect for FL-LIF, where it preserved 57.1% of mCFU-GM, significantly lower than CFU-GM numbers when growth factors were added on day 0. This is still significantly more CFU-GM than vehicle or T-LIF, which only preserved 17.3% and 16.8% of CFU-GM, respectively (Fig. 5C, 5D). LIF treatment also trended toward preserving BFU-E and CFU-GEMM after delayed addition of PWMSCM + EPO + SCF + hemin, but the CFU numbers after delayed addition are too low to say this with statistical confidence (Supplementary Fig. 2A, 2B). Importantly, combination treatment with FL-LIF and T-LIF mimicked effects on HPC of T-LIF alone treatment after delayed growth factor addition in mouse cells (Fig. 5A, 5B, 5D). Thus, mT-LIF blocks the function of mFL-LIF to enhance the survival of CFU subjected to delayed growth factor addition.
Figure 5.
Truncation of mLIF ablates its ability to preserve functional HPC. (A-C) Mouse BM cells were isolated and treated ±50 ng/mL FL-LIF, T-LIF, or FL-LIF + T-LIF on day 0. The indicated growth factors were added on day 0 or day 1, and CFU-GM was scored 6 days after growth factor addition. Data points are colored to correspond to matched values from a biological replicate (cells isolated from the same mouse). N = 2-4 biological replicates (2-3 technical replicates each). Two-way ANOVA matched for treatment and day growth factor added with Tukey’s post hoc testing. (D) Quantification of A-C. Shown are the average amounts of CFU-GM preserved when growth factors are delayed compared to when they are added at plating, matched for biological replicate and treatment. Shown are the average fold-changes of CFU-GM for LIF-treated cells compared to PBS-treated cells after delayed growth factor addition, matched for biological replicate. ∗P < .05; ∗∗P < .01; ∗∗∗P < .001; ∗∗∗∗P < .0001; ns, not significant (P > .05). Abbreviations: ANOVA, analysis of variance; BM, bone marrow; CFU-GM, colony-forming unit-granulocyte/macrophage; HPCs, hematopoietic progenitor cells; LIF, leukemia inhibitory factor; PBS, phosphate-buffered saline.
We also examined whether human LIF truncation affects its ability to preserve functional HPC ex vivo. As with mBM, treatment with FL-LIF preserved colony-forming capacity of hCB HPC when GM-CSF + SCF addition is delayed, preserving 79% of CFU-GM. T-LIF loses the ability to preserve CFU-GM, retaining only 35.8% of CFU-GM, while vehicle treatment preserved 35.2% of CFU-GM (Fig. 6A, 6D). In delayed conditions of GM-CSF + SCF + EPO + IL-3, FL-LIF preserves 83.1% of CFU-GM compared to significantly reduced 30.2% preservation for vehicle and 31.8% for T-LIF (Fig. 6B, 6D). In this same condition, FL-LIF also preserved 79.1% of the more primitive multipotential CFU-GEMM compared to a significantly reduced 38.2% preservation for vehicle and 39.7% preservation for T-LIF (Fig. 6C, 6D). As is the case with mHPC, T-LIF + FL-LIF treatment mimicked T-LIF alone treatment, suggesting that hT-LIF blocks hFL-LIF preservation of functional HPC (Fig. 6A-6D). Thus DPP4 truncation of LIF protein results in down-modulation of its ability to preserve functional mBM and hCB HPC survival ex vivo.
Figure 6.
hLIF preserves functional HPC and truncation of hLIF ablates its ability to preserve functional HPC. (A-C) Human low-density CB was isolated and treated ±50 ng/mL FL-LIF, T-LIF, or FL-LIF + T-LIF on day 0. The indicated growth factors were added on day 0 or day 1 and CFU-GM or CFU-GEMM were scored 13 days after growth factor addition. As noted in Materials and Methods, CFU-GEMM but not BFU-E can be detected in hCB with the combinations of growth factors containing SCF and EPO.36 Data points are colored to correspond to matched values from a biological replicate (cells isolated from the same CB unit). n = 4 biological replicates (2-3 technical replicates each). Two-way ANOVA matched for treatment and day growth factor added with Tukey’s post hoc testing. (D) Quantification of A-C. Shown are the average amounts of CFU-GM/GEMM preserved when growth factors are delayed compared to when they are added at plating, matched for biological replicate and treatment. Shown are the average fold-changes of CFU-GM/GEMM for LIF-treated cells compared to PBS-treated cells after delayed growth factor addition, matched for biological replicate. ∗P < .05; ∗∗P < .01; ∗∗∗P < .001; ∗∗∗∗P < .0001; ns, not significant (P > .05). Abbreviations: ANOVA, analysis of variance; CB, cord blood; CFU-GEMM, colony-forming unit-granulocyte/erythrocyte/monocyte/megakaryocyte; CFU-GM, colony-forming unit-granulocyte/macrophage; EPO, erythropoietin; HPC, hematopoietic progenitor cells; LIF, leukemia inhibitory factor; PBS, phosphate-buffered saline; SCF, stem cell factor.
The degree to which LIF apparently preserves functional HPC numbers after delayed growth factor addition is variable, which is apparent when we examine the series of experiments in Fig. 2 and Supplementary Fig. 1 compared to the series of experiments performed in Figs. 5, 6. These differences may be caused by biological variability between the different samples, may be the result of differences in the health of the cells when isolated, or may be due to differences in the bioactivity of different lots of the purified recombinant LIF protein..
Discussion
We evaluated the role of LIF protein in preserving functional HPC survival ex vivo in stressed mBM and hCB. We also described a novel PTM of LIF by DPP4 that has profound effects on its function for HPC survival. These data have important implications for the role of LIF in hematopoietic regulation and more broadly for regulation of LIF in a wide range of contexts, yet to be determined.
We showed by data mining and cell surface expression analysis that receptors necessary for LIF to bind to for signal transduction are expressed on subsets of primitive and mature HPCs. Genetic depletion previously showed that whole-mouse LIF deletion reduces the numbers of HPC found in mBM.12 We demonstrated the direct effects of LIF protein on early subsets of HPCs by examining functional HPC survival after delayed addition of growth factors ex vivo. LIF has no effect on HPC in the immediate presence of growth factors but preserves mouse and human CFU-GM/GEMM stimulated with various combinations of growth factors when the addition of these growth factors is delayed. This suggests that LIF functions to preserve functional HPC only when cells are stressed by deprivation of growth factors. Indeed, we found that whole-body irradiation of mice led to a rapid strong upregulation of Lif transcription and genes belonging to LIF-associated signaling pathways, as well as more muted but clear upregulations of genes encoding LIFRs, suggesting that LIF expression may be induced as a stress response for the induction of pro-survival signaling pathways. This could have important implications for the role of LIF in hematopoietic recovery after irradiation, transplantation, and disordered hematopoiesis. It is noteworthy that while we focused primarily on the direct effects of LIF on functional myeloid committed HPCs due to the availability of the CFU assay as a gold-standard assay to evaluate the effects of a purified protein on this subset of cells directly, the highest levels of LIFR were found on HSCs and MPPs in mBM and HSCs and MLPs in hCB. Thus, it is possible if not probable that earlier and more potent HSC/HPC as well as lymphoid progenitors are also affected by LIF treatment, but this must be studied further.
We demonstrated that DPP4 regulates a novel PTM of LIF by sequentially truncating 2 N-terminal dipeptides from the protein, with DPP4 causing loss of 4 LIF N-terminal amino acids. Unlike FL-LIF, T-LIF does not have the ability to preserve functional HPCs after delayed growth factor addition. Furthermore, T-LIF blocks the ability of FL-LIF to preserve HPC CFUs when they are both present, suggesting that LIF functions are regulated by DPP4. This might have broader implications for other cellular systems and for diseases where LIF and DPP4 both play a role, such as in various subtypes of cancer.32,50‐55 The PTM we identified may not occur for all isoforms of mLIF and hLIF. For example, endogenous hLIF purified from a human melanoma cell line contains a putative DPP4 truncation site,46 while sequence from endogenous LIF purified from mouse Krebs II ascites carcinoma cells as reported does not have putative DPP4 truncation sites,7 but exogenous hLIF and mLIF produced in mouse Ehrlich ascites cells do have putative DPP4 truncation sites.45 Thus, cellular context may be crucial to whether LIF is DPP4-truncatable or not. It is therefore critical to consider all possible isoforms when studying LIF, including the species that are DPP4-truncatable. In addition, when studying the effects of LIF protein in various cellular contexts by using rLIF, it is essential to know the N-terminal sequence of the recombinant protein that is produced and/or purchased. Many companies produce different versions of LIF that vary in their N-terminal sequence (Supplementary Table 3). We have demonstrated that these minor changes could affect their function in different cellular contexts. Thus, care should be taken to ensure that appropriate formulations of LIF are used for experiments where N-terminal PTM may play important roles in study outcomes.
A not-so-recent small phase I clinical trial showed that rhLIF might speed the recovery of hematopoiesis in patients receiving chemotherapy,13 reiterating our hypothesis that LIF primarily functions in hematopoietic cells to regulate stressed hematopoiesis. While this trial showed some promise, the effect on neutrophil recovery was very small and effects on platelet recovery were modest, and follow-up studies do not seem to have been done. It is possible that the effects of hLIF treatment were muted by the presence of soluble or cell surface anchored DPP4, which we have demonstrated can truncate LIF and ablate its ability to preserve functional HPCs. Perhaps pre-treatment with an FDA-approved inhibitor of DPP-like Sitagliptin, which has been used to enhance granulocyte recovery after hematopoietic cell transplantation56 and to lower incidence of graft-versus-host disease after allogeneic mobilized peripheral blood transplants,57 may enhance recovery stimulating properties of hLIF.
Interestingly, both LIF and DPP4 have been implicated as playing a role in a variety of cancers, including both blood malignancies and solid tissue tumors. Breast cancer, pancreatic cancer, and bile duct cancers such as cholangiocarcinoma (to name a few examples) have had LIF implicated as a factor that promotes disease progression, growth, and/or survival.32,50-52 Separately, DPP4 inhibition or dysregulation has been implicated to promote progression and growth in cancers of the same tissue subtypes.53-55 It could be theorized that DPP4 inhibition could prevent truncation of LIF, which may, in turn, become a more potent driver of growth and survival in cancer cells. We postulate that DPP4 regulation of LIF may be an important and unstudied axis of regulation in these and other cancers, as well as in stressed hematopoietic contexts. This must be further explored and experimentally verified.
Supplementary Material
Acknowledgments
We thank members of the Indiana University Melvin and Bren Simon Cancer Center Flow Cytometry Resource Facility, which is supported in part by grants from the NIH P30 CA082709, U54 DK106846, and 1S10D012270 (to H.E.B.).
Dedication: This paper is dedicated to the memory of Dr. Hal E. Broxmeyer, an extraordinary scientist, mentor, and friend, who passed away peacefully on December 8, 2021.
Funding
This work was supported by the Chemical Genomics Core Facility (CGCF) at Indiana University School of Medicine and also supported by the Public Health Service Grants from the NIH to H.E.B.: R35 HL139599 (Outstanding Investigator Award), R01 DK109188, and U54 DK106846. J.R. was supported as a postdoctoral fellow by NIH T32 DK007519 (PI H.E.B.).
Conflict of Interest
The authors declared no potential conflicts of interest in regard to this article.
Author Contributions
Author Contributions
J.R.: Conception and design, collection of data, data analysis and interpretation, manuscript writing, final approval of manuscript. S.C.: Collection of data, final approval of manuscript. H.E.B.: Conception and design, financial support, collection of data, manuscript writing, final approval of manuscript.
Data Availability
The data that support the findings of this study are available from the corresponding authors upon reasonable request.
References
- 1. Pinho S, Frenette PS.. Haematopoietic stem cell activity and interactions with the niche. Nat Rev Mol Cell Biol. 2019;20:303-320. https://doi.org/10.1038/s41580-019-0103-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Orkin SH, Zon LI.. Hematopoiesis: an evolving paradigm for stem cell biology. Cell. 2008;132:631-644. https://doi.org/10.1016/j.cell.2008.01.025 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Zon LI. Intrinsic and extrinsic control of haematopoietic stem-cell self-renewal. Nature. 2008;453:306-313. https://doi.org/10.1038/nature07038 [DOI] [PubMed] [Google Scholar]
- 4. Shaheen M, Broxmeyer HE.. Cytokine/receptor families and signal transduction. In: Hoffman R, Benz E, Silberstein L, et al. , eds. Hematology: Basic Principles and Practice. 7th ed. Elsevier; 2018:163-175. [Google Scholar]
- 5. Robb L. Cytokine receptors and hematopoietic differentiation. Oncogene. 2007;26:6715-6723. https://doi.org/10.1038/sj.onc.1210756 [DOI] [PubMed] [Google Scholar]
- 6. Metcalf D. Hematopoietic cytokines. Blood. 2008;111:485-491. https://doi.org/10.1182/blood-2007-03-079681 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Hilton DJ, Nicola NA, Gough NM, et al. Resolution and purification of three distinct factors produced by Krebs ascites cells which have differentiation-inducing activity on murine myeloid leukemic cell lines. J Biol Chem. 1988;263:9238-9243. [PubMed] [Google Scholar]
- 8. Williams RL, Hilton DJ, Pease S, et al. Myeloid leukaemia inhibitory factor maintains the developmental potential of embryonic stem cells. Nature. 1988;336:684-687. https://doi.org/10.1038/336684a0 [DOI] [PubMed] [Google Scholar]
- 9. Smith AG, Heath JK, Donaldson DD, et al. Inhibition of pluripotential embryonic stem cell differentiation by purified polypeptides. Nature. 1988;336:688-690. https://doi.org/10.1038/336688a0 [DOI] [PubMed] [Google Scholar]
- 10. Tamm C, Pijuan Galitó S, Annerén C.. A comparative study of protocols for mouse embryonic stem cell culturing. PLoS One. 2013;8:e81156. https://doi.org/10.1371/journal.pone.0081156 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Nicola NA, Babon JJ.. Leukemia inhibitory factor (LIF). Cytokine Growth Factor Rev. 2015;26:533-544. https://doi.org/10.1016/j.cytogfr.2015.07.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Escary JL, Perreau J, Duménil D, et al. Leukaemia inhibitory factor is necessary for maintenance of haematopoietic stem cells and thymocyte stimulation. Nature. 1993;363:361-364. https://doi.org/10.1038/363361a0 [DOI] [PubMed] [Google Scholar]
- 13. Gunawardana DH, Basser RL, Davis ID, et al. A phase I study of recombinant human leukemia inhibitory factor in patients with advanced cancer. Clin Cancer Res. 2003;9:2056-2065. [PubMed] [Google Scholar]
- 14. Vanheule V, Metzemaekers M, Janssens R, et al. How post-translational modifications influence the biological activity of chemokines. Cytokine. 2018;109:29-51. https://doi.org/10.1016/j.cyto.2018.02.026 [DOI] [PubMed] [Google Scholar]
- 15. Broxmeyer HE, Capitano M, Campbell TB, et al. Modulation of hematopoietic chemokine effects in vitro and in vivo by DPP-4/CD26. Stem Cells Dev. 2016;25:575-585. https://doi.org/10.1089/scd.2016.0026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Klemann C, Wagner L, Stephan M, et al. Cut to the chase: a review of CD26/dipeptidyl peptidase-4’s (DPP4) entanglement in the immune system. Clin Exp Immunol. 2016;185:1-21. https://doi.org/10.1111/cei.12781 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Ou X, O’Leary HA, Broxmeyer HE.. Implications of DPP4 modification of proteins that regulate stem/progenitor and more mature cell types. Blood. 2013;122:161-169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Elmansi AM, Awad ME, Eisa NH, et al. What doesn’t kill you makes you stranger: dipeptidyl peptidase-4 (CD26) proteolysis differentially modulates the activity of many peptide hormones and cytokines generating novel cryptic bioactive ligands. Pharmacol Ther. 2019;198:90-108. https://doi.org/10.1016/j.pharmthera.2019.02.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Ropa J, Broxmeyer HE.. An expanded role for dipeptidyl peptidase 4 in cell regulation. Curr Opin Hematol. 2020;27:215-224. https://doi.org/10.1097/MOH.0000000000000590 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Christopherson KW, Hangoc G, Mantel CR, et al. Modulation of hematopoietic stem cell homing and engraftment by CD26. Science. 2004;305:1000-1003. https://doi.org/10.1126/science.1097071 [DOI] [PubMed] [Google Scholar]
- 21. Christopherson KW, Cooper S, Broxmeyer HE.. Cell surface peptidase CD26/DPPIV mediates G-CSF mobilization of mouse progenitor cells. Blood. 2003;101:4680-4686. https://doi.org/10.1182/blood-2002-12-3893 [DOI] [PubMed] [Google Scholar]
- 22. Christopherson KW, Hangoc G, Broxmeyer HE.. Cell surface peptidase CD26/dipeptidylpeptidase IV regulates CXCL12/stromal cell-derived factor-1α-mediated chemotaxis of human cord blood CD34+ progenitor cells. J Immunol. 2002;169:7000-7008. https://doi.org/10.4049/jimmunol.169.12.7000 [DOI] [PubMed] [Google Scholar]
- 23. Broxmeyer HE, Hoggatt J, O’Leary HA, et al. Dipeptidylpeptidase 4 negatively regulates colony-stimulating factor activity and stress hematopoiesis. Nat Med. 2012;18:1786-1796. https://doi.org/10.1038/nm.2991 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. O’Leary HA, Capitano M, Cooper S, et al. DPP4 truncated GM-CSF and IL-3 manifest distinct receptor-binding and regulatory functions compared with their full-length forms. Leukemia. 2017;31:2468-2478. https://doi.org/10.1038/leu.2017.98 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Yue X, Wu L, Hu W.. The regulation of leukemia inhibitory factor. Cancer Cell Microenviron. 2015;2:e877. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Wagner L, Kaestner F, Wolf R, et al. Identifying neuropeptide Y (NPY) as the main stress-related substrate of dipeptidyl peptidase 4 (DPP4) in blood circulation. Neuropeptides. 2016;57:21-34. https://doi.org/10.1016/j.npep.2016.02.007 [DOI] [PubMed] [Google Scholar]
- 27. Meyerholz DK, Lambertz AM, McCray PB.. Dipeptidyl peptidase 4 distribution in the human respiratory tract: implications for the middle east respiratory syndrome. Am J Pathol. 2016;186:78-86. https://doi.org/10.1016/j.ajpath.2015.09.014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Zou H, Zhu N, Li S.. The emerging role of dipeptidyl-peptidase-4 as a therapeutic target in lung disease. Expert Opin Ther Targets. 2020;24:147-153. [DOI] [PubMed] [Google Scholar]
- 29. Enz N, Vliegen G, De Meester I, et al. CD26/DPP4—a potential biomarker and target for cancer therapy. Pharmacol Ther. 2019;198:135-159. [DOI] [PubMed] [Google Scholar]
- 30. Hollande C, Boussier J, Ziai J, et al. Inhibition of the dipeptidyl peptidase DPP4 (CD26) reveals IL-33-dependent eosinophil-mediated control of tumor growth. Nat Immunol. 2019;20:257-264. https://doi.org/10.1038/s41590-019-0321-5 [DOI] [PubMed] [Google Scholar]
- 31. Christianson J, Oxford JT, Jorcyk CL.. Emerging perspectives on leukemia inhibitory factor and its receptor in cancer. Front Oncol. 2021;11:693724. https://doi.org/10.3389/fonc.2021.693724 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Wrona E, Potemski P, Sclafani F, et al. Leukemia inhibitory factor: a potential biomarker and therapeutic target in pancreatic cancer. Arch Immunol Ther Exp (Warsz). 2021;69:2. https://doi.org/10.1007/s00005-021-00605-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Bagger FO, Kinalis S, Rapin N.. BloodSpot: a database of healthy and malignant haematopoiesis updated with purified and single cell mRNA sequencing profiles. Nucleic Acids Res. 2019;47:D881-D885. https://doi.org/10.1093/nar/gky1076 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. UniProt Consortium. UniProt: a worldwide hub of protein knowledge. Nucleic Acids Res. 2019;47:D506-D515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Broxmeyer HE, Cooper S, Lu L, et al. Enhanced stimulation of human bone marrow macrophage colony formation in vitro by recombinant human macrophage colony-stimulating factor in agarose medium and at low oxygen tension. Blood. 1990;76:323-329. [PubMed] [Google Scholar]
- 36. Broxmeyer HE, Hangoc G, Cooper S, et al. Growth characteristics and expansion of human umbilical cord blood and estimation of its potential for transplantation in adults. Proc Natl Acad Sci USA. 1992;89:4109-4113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Patterson AM, Liu L, Sampson CH, et al. A single radioprotective dose of prostaglandin E2 blocks irradiation-induced apoptotic signaling and early cycling of hematopoietic stem cells. Stem Cell Rep. 2020;15:358-373. https://doi.org/10.1016/j.stemcr.2020.07.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Love MI, Huber W, Anders S.. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014;15:550. https://doi.org/10.1186/s13059-014-0550-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Korotkevich G, Sukhov V, Budin N, et al. Fast gene set enrichment analysis. bioRxiv 060012. https://doi.org/10.1101/060012, 1 February 2021, preprint: not peer reviewed. [Google Scholar]
- 40. Abbud RA, Kelleher R, Melmed S.. Cell-specific pituitary gene expression profiles after treatment with leukemia inhibitory factor reveal novel modulators for proopiomelanocortin expression. Endocrinology. 2004;145:867-880. https://doi.org/10.1210/en.2003-0897 [DOI] [PubMed] [Google Scholar]
- 41. Hirai H, Karian P, Kikyo N.. Regulation of embryonic stem cell self-renewal and pluripotency by leukaemia inhibitory factor. Biochem J. 2011;438:11-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Dauer DJ, Ferraro B, Song L, et al. Stat3 regulates genes common to both wound healing and cancer. Oncogene. 2005;24:3397-3408. https://doi.org/10.1038/sj.onc.1208469 [DOI] [PubMed] [Google Scholar]
- 43. Gearing DP, Gough NM, Hilton DJ, et al. Leukemia inhibitory factor. US Patent 5750654A, 1998. [Google Scholar]
- 44. Gearing DP, Gough NM, Hilton DJ, et al. Human leukemia inhibitory factor. US Patent 5443825A, 1995. [Google Scholar]
- 45. Lowe DG, Nunes W, Bombara M, et al. Genomic cloning and heterologous expression of human differentiation-stimulating factor. DNA. 1989;8:351-359. https://doi.org/10.1089/dna.1.1989.8.351 [DOI] [PubMed] [Google Scholar]
- 46. Mori M, Yamaguchi K, Abe K.. Purification of a lipoprotein lipase-inhibiting protein produced by a melanoma cell line associated with cancer cachexia. Biochem Biophys Res Commun. 1989;160:1085-1092. [DOI] [PubMed] [Google Scholar]
- 47. Cioffi JA, Allen KL, Lively MO, et al. Parallel effects of signal peptide hydrophobic core modifications on co-translational translocation and post-translational cleavage by purified signal peptidase. J Biol Chem. 1989;264:15052-15058. [PubMed] [Google Scholar]
- 48. Choo KH, Ranganathan S.. Flanking signal and mature peptide residues influence signal peptide cleavage. BMC Bioinf. 2008;9(Suppl 12):S15. https://doi.org/10.1186/1471-2105-9-S12-S15 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Yachdav G, Kloppmann E, Kajan L, et al. PredictProtein—an open resource for online prediction of protein structural and functional features. Nucleic Acids Res. 2014;42:W337-W343. https://doi.org/10.1093/nar/gku366 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Li X, Yang Q, Yu H, et al. LIF promotes tumorigenesis and metastasis of breast cancer through the AKT-mTOR pathway. Oncotarget. 2014;5:788-801. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Shi Y, Gao W, Lytle NK, et al. Targeting LIF-mediated paracrine interaction for pancreatic cancer therapy and monitoring. Nature. 2019;569:131-135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Morton SD, Cadamuro M, Brivio S, et al. Leukemia inhibitory factor protects cholangiocarcinoma cells from drug-induced apoptosis via a PI3K/AKT-dependent Mcl-1 activation. Oncotarget. 2015;6:26052-26064. https://doi.org/10.18632/oncotarget.4482 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Yang F, Takagaki Y, Yoshitomi Y, et al. Inhibition of dipeptidyl peptidase-4 accelerates epithelial-mesenchymal transition and breast cancer metastasis via the CXCL12/CXCR4/mTOR axis. Cancer Res. 2019;79:735-746. https://doi.org/10.1158/0008-5472.CAN-18-0620 [DOI] [PubMed] [Google Scholar]
- 54. Lee M, Sun J, Han M, et al. Nationwide trends in pancreatitis and pancreatic cancer risk among patients with newly diagnosed type 2 diabetes receiving dipeptidyl peptidase 4 inhibitors. Diabetes Care. 2019;42:2057-2064. [DOI] [PubMed] [Google Scholar]
- 55. Abrahami D, Douros A, Yin H, et al. Incretin based drugs and risk of cholangiocarcinoma among patients with type 2 diabetes: population based cohort study. BMJ. 2018;363:k4880. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Farag SS, Nelson R, Cairo MS, et al. High-dose sitagliptin for systemic inhibition of dipeptidylpeptidase-4 to enhance engraftment of single cord umbilical cord blood transplantation. Oncotarget. 2017;8:110350-110357. https://doi.org/10.18632/oncotarget.22739 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Farag SS, Abu Zaid M, Schwartz JE, et al. Dipeptidyl peptidase 4 inhibition for prophylaxis of acute graft-versus-host disease. N Engl J Med. 2021;384:11-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
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 upon reasonable request.







