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SummaryGPR133 (ADGRD1) is an adhesion G protein-coupled receptor that signals through Gαs and is required for growth of glioblastoma (GBM), an aggressive brain malignancy. The regulation of GPR133 signaling is incompletely understood. Here, we use proximity biotinylation proteomics to identify ESYT1, a Ca2+-dependent mediator of endoplasmic reticulum-plasma membrane bridge formation, as an intracellular interactor of GPR133. ESYT1 knockdown or knockout increases GPR133 signaling, while its overexpression has the opposite effect, without altering GPR133 levels in the plasma membrane. The GPR133-ESYT1 interaction requires the Ca2+-sensing C2C domain of ESYT1. Thapsigargin-mediated increases in cytosolic Ca2+relieve signaling-suppressive effects of ESYT1 by promoting ESYT1-GPR133 dissociation. ESYT1 knockdown or knockout in GBM impairs tumor growthin vitro, suggesting functions of ESYT1 beyond the interaction with GPR133. Our findings suggest a novel mechanism for modulation of GPR133 signaling by increased cytosolic Ca2+, which reduces the signaling-suppressive interaction between GPR133 and ESYT1 to raise cAMP levels.

GPR133 (ADGRD1), an adhesion G protein-coupled receptor, supports growth of glioblastoma, a brain malignancy. We demonstrated that GPR133 is intramolecularly cleaved, and that dissociation of its N-terminal and C-terminal fragments (NTF and CTF) at the plasma membrane correlates with increased receptor signaling. However, how the extracellular interactome of GPR133 in glioblastoma modulates signaling remains unknown. Here, we use affinity purification and mass spectrometry to identify extracellular binding partners of GPR133 in patient-derived glioblastoma cells. We show that the transmembrane protein PTK7 binds the GPR133 NTF and its expression in trans increases GPR133 signaling. This effect requires the intramolecular cleavage of GPR133 and PTK7’s anchoring in the plasma membrane. The GPR133-PTK7 interaction facilitates orthosteric activation of GPR133 by soluble peptide mimicking the endogenous tethered Stachel agonist, suggesting PTK7 binding allosterically enhances accessibility of GPR133’s orthosteric Stachel binding pocket. GPR133 and PTK7 are expressed in adjacent cells in glioblastoma, where their knockdown phenocopies each other. We propose that this novel ligand-receptor interaction is relevant to the pathogenesis of glioblastoma, as well as physiological processes in several tissues.

Glioblastoma (GBM) is the most common and aggressive primary brain malignancy. Despite multimodal therapy, disease recurrence is inevitable. To identify novel vulnerabilities of GBM, we performed an arrayed CRISPR/Cas9 screen against select adhesion G protein-coupled receptors (aGPCRs), many of which we found to be de novo expressed in GBM. Knockout of CD97, previously implicated in GBM cell migration, produced the most striking proliferative disadvantage in patient-derived GBM cultures (PDGC) among aGPCRs tested. We found high CD97 surface expression in all our PDGCs, while levels remained nearly undetectable in non-neoplastic brain cells, confirming that CD97 is de novo expressed in GBM. Upon shRNA-mediated knockdown of CD97 in PDGCs from all three TCGA transcriptional subtypes, we observed reduced proliferation, as measured by cell cycle analysis. Notably, CD97 knockdown also significantly reduced tumorsphere formation capacity as measured by limiting dilution assays; an effect that was partially rescued upon CD97 overexpression. To elucidate mechanisms of action of CD97, we performed RNA-sequencing and GO pathway enrichment analysis from PDGCs following CD97 knockdown. The top downregulated pathways involved glycolytic metabolism, specifically involving many genes relevant for glucose-6-phosphate (G6P) and fructose-6-phosphate (F6P) processing. Indeed, when we measured metabolite levels under both steady-state and flux conditions using mass spectrometry, we observed an accumulation of G6P and a depletion of most downstream glycolytic and Krebs cycle metabolites upon CD97 knockdown. Furthermore, Seahorse metabolic assays revealed deficits in both glycolytic metabolism and oxygen consumption. We aim to interrogate the activity of specific glycolytic enzymes involved in processing G6P and F6P, pinpointing how these are influenced by CD97 signaling pathways (MAPK or Akt). Overall; our studies suggest a novel role of CD97 in regulating GBM metabolism (Warburg effect), and provide a strong scientific rationale for developing biologics to target CD97 which appears to be universally and de novo expressed in GBM.

SUMMARYGPR133 (ADGRD1), an adhesion G protein-coupled receptor (GPCR), is necessary for growth of glioblastoma (GBM), a brain malignancy. The extracellular N-terminus of GPR133 is thought to be autoproteolytically cleaved into an N-terminal and a C-terminal fragment (NTF and CTF). Nevertheless, the role of this cleavage in receptor activation remains unclear. Here, we show that the wild-type (WT) receptor is cleaved after protein synthesis and generates significantly more canonical signaling than an uncleavable point mutant (H543R) in patient-derived GBM cultures and HEK293T cells. However, the resulting NTF and CTF remain non-covalently bound until the receptor is trafficked to the plasma membrane, where we find NTF-CTF dissociation. Using a fusion of the hPAR1 receptor N-terminus and the CTF of GPR133, we demonstrate that thrombin-induced cleavage and shedding of the hPAR1 NTF increases receptor signaling. This study supports a model where dissociation of the NTF at the plasma membrane promotes GPR133 activation.Highlights-GPR133 is intramolecularly cleaved in patient-derived GBM cultures-Cleaved GPR133 signals at higher efficacy than the uncleavable GPR133 H543R mutant-The N- and C-terminal fragments (NTF and CTF) of GPR133 dissociate at the plasma membrane-Acute thrombin-induced cleavage of the human PAR1 NTF from the GPR133 CTF increases signalingeTOC BlurbFrenster et al. demonstrate intramolecular cleavage of the adhesion GPCR GPR133 in glioblastoma and HEK293T cells. The resulting N- and C-terminal fragments dissociate at the plasma membrane to increase canonical signaling. The findings suggest dissociation of GPR133’s N-terminus at the plasma membrane represents a major mechanism of receptor activation.

Background Glioma is a family of primary brain malignancies with limited treatment options and in need of novel therapies. We previously demonstrated that the adhesion G protein-coupled receptor GPR133 (ADGRD1) is necessary for tumor growth in adult glioblastoma, the most advanced malignancy within the glioma family. However, the expression pattern of GPR133 in other types of adult glioma is unknown. Methods We used immunohistochemistry in tumor specimens and non-neoplastic cadaveric brain tissue to profile GPR133 expression in adult gliomas. Results We show that GPR133 expression increases as a function of WHO grade and peaks in glioblastoma, where all tumors ubiquitously express it. Importantly, GPR133 is expressed within the tumor bulk, as well as in the brain-infiltrating tumor margin. Furthermore, GPR133 is expressed in both isocitrate dehydrogenase (IDH) wild-type and mutant gliomas, albeit at higher levels in IDH wild-type tumors. Conclusion The fact that GPR133 is absent from non-neoplastic brain tissue but de novo expressed in glioma suggests that it may be exploited therapeutically.

Gain of function mutations in isocitrate dehydrogenase I (IDH1) result in the formation of the oncometabolite 2-hydroxyglutarate (2HG) in adult lower grade gliomas. To gain insight into mechanisms of gliomagenesis, our lab previously created a tractable human cellular model of low grade astrocytoma (LGA) using the putative cell-of-origin, human neural stem cells (NSCs), engineered to express mutant IDH1 and knockdown constructs against TP53 and ATRX, the two other genetic changes that accompany the IDH mutation in these tumors. We found that transcription factor (sex determining region Y)-box 2 SOX2, which is essential to NSC multipotency, the ability to differentiate to neuroglial lineages, behaves as a tumor suppressor during glioma initiation. In this context, we showed SOX2 is transcriptionally downregulated to impair NSC multipotency, thus locking NSCs in an undifferentiated state to initiate gliomagenesis. This downregulation occurs secondary to dynamic reorganization of the topologically associating domain (TAD) of SOX2 and the loss of contact with several genomic loci with histone modifications and chromatin accessibility suggestive of being enhancers. Here we show that those putative enhancers acquire enhancer-like features simultaneous to tje TAD organizing in a way that facilitates interaction with the SOX2 promoter during the process of pluripotent stem cell differentiation into neuroectodermal lineages, suggesting a developmental role. Preliminary data suggests that disruption of the SOX2 TAD by preventing binding of the genome organizer CTCF downregulates SOX2 expression in NSCs. Targeted silencing of several regions of a putative enhancer with CRISPRi also downregulates SOX2. In human embryonic stem cells (hESCs), interfering with these CTCF binding sites biases their differentiation away from the neuroectoderm. We are currently performing CRISPRi screen against all putative enhancer loci, teratoma formation assays on hESCs lacking relevant CTCF binding, and CRISPR mediated deletion of putative enhancers. Understanding this developmental process may reveal underlying vulnerabilities in LGA.

We recently demonstrated that GPR133 (ADGRD1), a member of the adhesion G protein-coupled receptor (aGPCR) family, is necessary for growth of glioblastoma (GBM) and is de novo expressed in GBM relative to normal brain tissue. We therefore postulate that GPR133 represents a novel target in GBM, which merits development of therapeutics. Like most aGPCRs, GPR133 is characterized by an intracellular C-terminus, 7 plasma membrane-spanning α-helices and a large extracellular N-terminus. The N-terminus possesses a conserved GPCR autoproteolysis-inducing (GAIN) domain that catalyzes cleavage at a GPCR proteolysis site (GPS), resulting in a C-terminal fragment (CTF) and an N-terminal fragment (NTF). We showed that dissociation of the cleaved NTF and CTF at the plasma membrane increases canonical signaling of GPR133, which is mediated by coupling to Gs and increase in cytosolic cAMP. Toward characterizing the effect of biologics on GPR133 function, we overexpressed wild-type or mutant forms of GPR133 in HEK293T cells and patient-derived GBM cells lines. Treatment of these cells with antibodies specifically targeting the NTF of GPR133 increased receptor activation in a dose-dependent manner. No effects were elicited with an antibody against the receptor’s intracellular C-terminus. Interestingly, cells overexpressing a cleavage-deficient mutant GPR133 (H543R) did not respond to antibody stimulation, suggesting that the effect is cleavage-dependent. Following antibody treatment, co-purification of the GPR133 NTF and the N-terminal antibody from the cell culture supernatant indicated the formation of antibody-NTF complexes. Analysis of these complexes suggested that antibody binding stimulated the dissociation of the NTF from the CTF. However, the increased flexibility of the GAIN domain and NTF after cleavage, independently of dissociation, may also endow the receptor with responsiveness to the effects of the antibodies. These data constitute a proof-of-concept paradigm of modulation of GPR133 function with antibodies. This work provides rationale for pursuing development of biologics targeting GPR133 in GBM.

We previously demonstrated that GPR133 (ADGRD1), an adhesion GPCR that signals via cytosolic cAMP increase, is de novo expressed in glioblastoma (GBM) and enriched in patient-derived glioblastoma stem cells. Knockdown of GPR133 reduces GBM cell proliferation and tumorsphere formation, and abolishes orthotopic xenograft initiation in vivo. GPR133’s requirement for GBM growth and its absence in non-malignant brain suggest its therapeutic potential, yet its mechanisms of action and activation remained unclear. Here, we demonstrate in patient-derived GBM cultures and HEK293T cells that GPR133 gets intramolecularly cleaved into N-terminal and C-terminal fragments (NTF and CTF) right after synthesis in the endoplasmic reticulum. The resulting NTF and CTF remain non-covalently bound to each other, until the mature receptor reaches the plasma membrane, where we observe dissociation of the extracellular NTF from the transmembrane-spanning CTF. While cleavage is not required for correct subcellular trafficking, the cleaved wild-type GPR133 generates significantly higher cytosolic cAMP levels than an uncleavable point mutant GPR133 (H543R), suggesting that cleavage and dissociation are involved in receptor activation. To test this hypothesis in a more controllable proxy system, we generated a fusion of the CTF of GPR133 and the N-terminus of human protease-activated receptor 1 (hPAR1). Indeed, acute thrombin-induced cleavage and shedding of the hPAR1 NTF increases intracellular cAMP levels generated by the GPR133 CTF. These results support a model wherein dissociation of the NTF from the CTF at the plasma membrane promotes GPR133 activation and downstream signaling. To test whether extracellular binding proteins could influence NTF shedding and/or GPR133 signaling activation, we conducted ligand discovery screens and indeed found a new GPR133 binding protein in GBM cells, which is capable of influencing receptor signaling. Together, these findings provide critical insights into GPR133’s mechanism of activation, that will guide future approaches of therapeutic targeting of GPR133 in GBM.

Ischemic preconditioning confers organ-wide protection against subsequent ischemic stress. A substantial body of evidence underscores the importance of mitochondria adaptation as a critical component of cell protection from ischemia. To identify changes in mitochondria protein expression in response to ischemic preconditioning, we isolated mitochondria from ischemic preconditioned kidneys and sham-treated kidneys as a basis for comparison. The proteomic screen identified highly upregulated proteins, including NADP+-dependent isocitrate dehydrogenase 2 (IDH2), and we confirmed the ability of this protein to confer cellular protection from injury in murine S3 proximal tubule cells subjected to hypoxia. To further evaluate the role of IDH2 in cell protection, we performed detailed analysis of the effects of Idh2 gene delivery on kidney susceptibility to ischemia-reperfusion injury. Gene delivery of IDH2 before injury attenuated the injury-induced rise in serum creatinine (P

Summary: Low-grade astrocytomas (LGAs) carry neomorphic mutations in isocitrate dehydrogenase (IDH) concurrently with P53 and ATRX loss. To model LGA formation, we introduced R132H IDH1, P53 shRNA, and ATRX shRNA into human neural stem cells (NSCs). These oncogenic hits blocked NSC differentiation, increased invasiveness in vivo, and led to a DNA methylation and transcriptional profile resembling IDH1 mutant human LGAs. The differentiation block was caused by transcriptional silencing of the transcription factor SOX2 secondary to disassociation of its promoter from a putative enhancer. This occurred because of reduced binding of the chromatin organizer CTCF to its DNA motifs and disrupted chromatin looping. Our human model of IDH mutant LGA formation implicates impaired NSC differentiation because of repression of SOX2 as an early driver of gliomagenesis. : In a human neural stem cell model of low-grade astrocytoma, Modrek et al. show that mutant IDH1 and loss of P53 and ATRX together block differentiation via disassociation of SOX2 from putative enhancers. This occurs because of disruption of chromatin looping secondary to hypermethylation at CTCF motifs. Keywords: low-grade glioma, astrocytoma, IDH, P53, ATRX, neural stem cells, SOX2, chromatin looping, CTCF, DNA methylation

GPR133 (ADGRD1), an adhesion G protein–coupled receptor (GPCR) whose canonical signaling activates GαS-mediated generation of cytosolic cAMP, has been shown to be necessary for the growth of glioblastoma (GBM), a brain malignancy. The extracellular N terminus of GPR133 is thought to be autoproteolytically cleaved into N-terminal and C- terminal fragments (NTF and CTF, respectively). However, the role of this cleavage in receptor activation remains unclear. Here, we used subcellular fractionation and immunoprecipitation approaches to show that the WT GPR133 receptor is cleaved shortly after protein synthesis and generates significantly more canonical signaling than an uncleavable point mutant GPR133 (H543R) in patient-derived GBM cultures and HEK293T cells. After cleavage, the resulting NTF and CTF remain noncovalently bound to each other until the receptor is trafficked to the plasma membrane, where we demonstrated NTF–CTF dissociation occurs. Using a fusion of the CTF of GPR133 and the N terminus of thrombin-activated human protease-activated receptor 1 as a controllable proxy system to test the effect of intramolecular cleavage and dissociation, we also showed that thrombin-induced cleavage and shedding of the human protease-activated receptor 1 NTF increased intracellular cAMP levels. These results support a model wherein dissociation of the NTF from the CTF at the plasma membrane promotes GPR133 activation and downstream signaling. These findings add depth to our understanding of the molecular life cycle and mechanism of action of GPR133 and provide critical insights that will inform therapeutic targeting of GPR133 in GBM.

Advances in genome sequencing have elucidated the genetics of low-grade glioma. Available evidence indicates a neomorphic mutation in isocitrate dehydrogenase (IDH) initiates gliomagenesis. Mutant IDH produces the oncometabolite 2-hydroxyglutarate, which inhibits enzymes that demethylate genomic DNA and histones. Recent findings by the authors and others suggest the ensuing hypermethylation alters chromatin conformation and the transcription factor landscape in brain progenitor cells, leading to a block in differentiation and tumor initiation. Work in preclinical models has identified selective metabolic and molecular vulnerabilities of low-grade glioma. These new concepts will trigger a wave of innovative clinical trials in the near future.

Characterizing complex viral transcriptomes by conventional RNA sequencing approaches is complicated by high gene density, overlapping reading frames, and complex splicing patterns. Direct RNA sequencing (direct RNA-seq) using nanopore arrays offers an exciting alternative whereby individual polyadenylated RNAs are sequenced directly, without the recoding and amplification biases inherent to other sequencing methodologies. Here we use direct RNA-seq to profile the herpes simplex virus type 1 (HSV-1) transcriptome during productive infection of primary cells. We show how direct RNA-seq data can be used to define transcription initiation and RNA cleavage sites associated with all polyadenylated viral RNAs and demonstrate that low level read-through transcription produces a novel class of chimeric HSV-1 transcripts, including a functional mRNA encoding a fusion of the viral E3 ubiquitin ligase ICP0 and viral membrane glycoprotein L. Thus, direct RNA-seq offers a powerful method to characterize the changing transcriptional landscape of viruses with complex genomes., Here, Depledge et al. use nanopore arrays for direct RNA sequencing to profile the HSV-1 transcriptome in productively infected cells. Sequencing of individual RNAs reveals a highly complex viral transcriptome including mRNAs encoding new viral fusion proteins derived by read-through transcription.

Gliomas are malignant primary tumors of the central nervous system. Their cell-of-origin is thought to be a neural progenitor or stem cell that acquires mutations leading to oncogenic transformation. Thanks to advances in human stem cell biology, it has become possible to derive human cell types that represent putative cells-of-origin in vitro and model the gliomagenesis process by systematically introducing genetic alterations in these human cells. Here, we present methods to derive human neural stem cells (NSCs) from human embryonic stem cells (hESCs). Because these NSCs are genetically unmodified at baseline, they can be used as a cellular platform to study the effects of individual oncogenic hits in a well-controlled manner in the backdrop of a human genetic background. We also present some key applications of these NSCs, which include their transduction with lentiviral vectors, their neuroglial differentiation and xenografting methods into immunocompromised mice to assess in vivo behavior.

Gliomas are malignant primary tumors of the central nervous system. Their cell-of-origin is thought to be a neural progenitor or stem cell that acquires mutations leading to oncogenic transformation. Thanks to advances in human stem cell biology, it has become possible to derive human cell types that represent putative cells-of-origin in vitro and model the gliomagenesis process by systematically introducing genetic alterations in these human cells. Here, we present methods to derive human neural stem cells (NSCs) from human embryonic stem cells (hESCs). Because these NSCs are genetically unmodified at baseline, they can be used as a cellular platform to study the effects of individual oncogenic hits in a well-controlled manner in the backdrop of a human genetic background. We also present some key applications of these NSCs, which include their transduction with lentiviral vectors, their neuroglial differentiation and xenografting methods into immunocompromised mice to assess in vivo behavior.

We previously found GPR133 (ADGRD1), an orphan adhesion GPCR, is de novo expressed in glioblastoma (GBM) and enriched in patient-derived glioblastoma stem cells (GSCs). Knockdown of GPR133 reduces GBM cell proliferation and tumorsphere formation, and abolishes orthotopic tumor initiation in vivo in mice. Analysis of TCGA data indicates that increased GPR133 transcription inversely correlates with patient survival in GBM. While these findings underscore the importance of GPR133 in GBM and suggest an essential role in tumor growth, its ligand and mechanism of activation remain unknown. Toward identifying GPR133 ligands, we used GPR133’s N-terminal ectodomain as bait and performed affinity co-immunoprecipitation (CoIP) followed by mass spectrometry as an unbiased screening approach. We identified 490 extracellular proteins with enriched binding to GPR133 compared to control. Reverse CoIP using the 15 most abundant candidate ligands as bait to purify the receptor confirmed this interaction reproducibly in 4 candidates. Despite this binding, overexpression of these candidate ligands, or addition of purified recombinant protein, is not sufficient to increase receptor signaling as assessed by cAMP levels in HEK293 cells. This suggests that ligand binding to the GPR133 ectodomain may not be sufficient by itself to induce receptor activation. We hypothesize receptor activation requires mechanical forces in addition to ligand binding. Consistent with this hypothesis, the GPR133 binding proteins we have identified may be anchored to the extracellular matrix, mediating such mechanical force. To test whether mechanical shearing of the extracellular domain is sufficient for receptor activation, we used Dynabeads coupled to antibody against GPR133’s N-terminal ectodomain, and indeed observed receptor activation leading to elevated cAMP levels. No activation was observed when Dynabeads devoid of antibody were used. This mode of GPR133 activation might indicate a role in sensing mechanical/viscoelastic properties of GBM extracellular matrix, which may be relevant to tumor cell migration and invasion.

Neomorphic mutations in isocitrate dehydrogenase I (IDH1) result in the formation of the oncometabolite 2-hydroxyglutarate (2HG) in a significant subset of gliomas and other tumors including acute myeloid leukemias. Preclinical evidence suggests that gliomas harboring IDH1 mutations undergo widespread, long-lasting modifications to the epigenome that persist following inhibition of 2HG production. However, the exact mechanism underlying gliomagenesis remains unclear. To address difficulties in growing these tumors in culture, our group generated a model of low-grade astrocytoma in human neural stem cells (NSCs). This model, referred to as 3-Hit NSCs, suggested a block in differentiation potential underlies gliomagenesis at the cellular level. This block is rescued by restoration of expression of the transcription factor (sex determining region Y)-box 2 (SOX2), which is transcriptionally downregulated during IDH mutant gliomagenesis. We believe that these changes occur secondary to profound alterations in 3-dimensional chromatin organization around the SOX2 genomic locus. Our preliminary data suggest SOX2 expression in control NSCs depends on 3-dimensional association of its promoter to an uncharacterized, distal enhancer located 600 kb telomeric to the SOX2 gene. We believe this association is disrupted in 3-Hit NSCs due to eviction of chromatin organizer CTCF from its motifs in the SOX2 topologically associating domain (TAD). To test this hypothesis, we used CRISPR-Cas9 technology to excise CTCF motifs immediately upstream of the SOX2 promoter and in the region of the putative enhancer in control NSCs. Excision of such motifs significantly reduced SOX2 mRNA levels and impaired growth of control NSCs. We are currently working on characterizing this novel SOX2-enhancer interaction in native stem cells, as well as tumors that depend on SOX2 expression. This works aims to elucidate the core epigenetic mechanisms underlying IDH mutant gliomagenesis. Our findings will be used to improve therapy in IDH-mutant glioma.

Ischemic preconditioning is well known to afford protection against subsequent episodes of ischemia/reperfusion (I/R) in multiple organs, including the kidney, but the mechanisms involved are not fully understood. We proposed that ischemic preconditioning results in an altered mitochondrial proteome that confers resistance to subsequent I/R injury. We subjected rats to moderate ischemic injury and used liquid chromatography – mass spectroscopy (LC/MS) to analyze the proteome of kidney cortical mitochondria isolated following 14 days of recovery from I/R. The expression of several proteins was elevated following preconditioning, and two were selected for further analysis: Isocitrate dehydrogenase 2 (IDH2) and a member of the sulfotransferase family (SULT1A1). The effect of increased expression of these proteins was evaluated by using hydrodynamic gene delivery of plasmid vectors to overexpress each protein. Strikingly, hydrodynamic delivery of IDH2 and SULT1A1 genes attenuated the peak in serum creatinine ...

Acute Kidney Injury (AKI) is a significant contributor to morbidity and mortality, affecting 35% of critical care patients and 7% of hospital admissions nationwide. Furthermore, the 60 day mortality rate for AKI patients requiring renal replacement therapy was as high as 53.6%. Understanding the molecular underpinnings responsible for the variation in response to injury is an important step to addressing AKI. Previous work on AKI resistant Brown Norway s rats indicated that several proteins active in metabolism were overexpressed post-injury. Among these was Isocitrate Dehydrogenase 2 (IDH2), a mitochondria-enzyme that has a crucial role in metabolism.. In order to assess the contribution of heightened expression of IDH2 to AKI resistance, the protein was overexpressed in a highly oxygen-dependent cell line derived from mouse proximal tubule (S3 cells). Overexpression was confirmed via western blotting. The membrane potential of the mitochondria was assessed by use of the cationic dye JC-1. Mitochondrial polarization, as measured by the red-shift of JC-1 dye, was increased by 11% (p