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1.
Cell ; 160(5): 977-989, 2015 Feb 26.
Article in English | MEDLINE | ID: mdl-25723171

ABSTRACT

There is a lack of effective predictive biomarkers to precisely assign optimal therapy to cancer patients. While most efforts are directed at inferring drug response phenotype based on genotype, there is very focused and useful phenotypic information to be gained from directly perturbing the patient's living cancer cell with the drug(s) in question. To satisfy this unmet need, we developed the Dynamic BH3 Profiling technique to measure early changes in net pro-apoptotic signaling at the mitochondrion ("priming") induced by chemotherapeutic agents in cancer cells, not requiring prolonged ex vivo culture. We find in cell line and clinical experiments that early drug-induced death signaling measured by Dynamic BH3 Profiling predicts chemotherapy response across many cancer types and many agents, including combinations of chemotherapies. We propose that Dynamic BH3 Profiling can be used as a broadly applicable predictive biomarker to predict cytotoxic response of cancers to chemotherapeutics in vivo.


Subject(s)
Cell Death , Neoplasms/drug therapy , Signal Transduction , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line , Female , Humans , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Mitochondria/metabolism , Neoplasms/pathology , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/pathology , Precision Medicine
2.
Proc Natl Acad Sci U S A ; 114(17): E3434-E3443, 2017 04 25.
Article in English | MEDLINE | ID: mdl-28396387

ABSTRACT

Oncogenic PIK3CA mutations are found in a significant fraction of human cancers, but therapeutic inhibition of PI3K has only shown limited success in clinical trials. To understand how mutant PIK3CA contributes to cancer cell proliferation, we used genome scale loss-of-function screening in a large number of genomically annotated cancer cell lines. As expected, we found that PIK3CA mutant cancer cells require PIK3CA but also require the expression of the TCA cycle enzyme 2-oxoglutarate dehydrogenase (OGDH). To understand the relationship between oncogenic PIK3CA and OGDH function, we interrogated metabolic requirements and found an increased reliance on glucose metabolism to sustain PIK3CA mutant cell proliferation. Functional metabolic studies revealed that OGDH suppression increased levels of the metabolite 2-oxoglutarate (2OG). We found that this increase in 2OG levels, either by OGDH suppression or exogenous 2OG treatment, resulted in aspartate depletion that was specifically manifested as auxotrophy within PIK3CA mutant cells. Reduced levels of aspartate deregulated the malate-aspartate shuttle, which is important for cytoplasmic NAD+ regeneration that sustains rapid glucose breakdown through glycolysis. Consequently, because PIK3CA mutant cells exhibit a profound reliance on glucose metabolism, malate-aspartate shuttle deregulation leads to a specific proliferative block due to the inability to maintain NAD+/NADH homeostasis. Together these observations define a precise metabolic vulnerability imposed by a recurrently mutated oncogene.


Subject(s)
Class I Phosphatidylinositol 3-Kinases , Ketoglutarate Dehydrogenase Complex , Mutation , Neoplasm Proteins , Neoplasms , Animals , Cell Line, Tumor , Citric Acid Cycle/genetics , Class I Phosphatidylinositol 3-Kinases/genetics , Class I Phosphatidylinositol 3-Kinases/metabolism , Glycolysis/genetics , Humans , Ketoglutarate Dehydrogenase Complex/biosynthesis , Ketoglutarate Dehydrogenase Complex/genetics , Mice , Mice, Nude , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasms/enzymology , Neoplasms/genetics , Neoplasms/pathology
3.
Crit Care Med ; 43(1): 57-64, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25083980

ABSTRACT

OBJECTIVE: To compare the effectiveness and safety of the hemoglobin-based nitric oxide scavenger, pyridoxalated hemoglobin polyoxyethylene, against placebo in patients with vasopressor-dependent distributive shock. DESIGN: Multicenter, randomized, placebo-controlled, open-label study. SETTING: Sixty-one participating ICUs in six European countries (Austria, Belgium, Germany, the Netherlands, Spain, and United Kingdom). PATIENTS: All patients admitted with distributive shock, defined as the presence of at least two systemic inflammatory response syndrome criteria, persisting norepinephrine dependence and evidence of organ dysfunction/hypoperfusion despite adequate fluid resuscitation. INTERVENTIONS: Patients were randomized to receive 0.25 mL/kg/hr pyridoxalated hemoglobin polyoxyethylene (20 mg Hb/kg/hr) or an equal volume of placebo, infused for up to 150 hours, in addition to conventional vasopressor therapy. MEASUREMENTS AND MAIN RESULTS: The study was stopped after interim analysis showed higher mortality in the pyridoxalated hemoglobin polyoxyethylene group and an increased prevalence of adverse events. At this time, 377 patients had been randomized to pyridoxalated hemoglobin polyoxyethylene (n = 183) or placebo (n = 194). Age, gender, type of patient (medical/surgical), and Acute Physiology and Chronic Health Evaluation II scores were similar between groups. Twenty-eight-day mortality rate was 44.3% in the pyridoxalated hemoglobin polyoxyethylene group versus 37.6% in the placebo group (OR, 1.29; 95% CI, 0.85-1.95; p = 0.227). In patients with higher organ dysfunction scores (Sepsis-related Organ Failure Assessment > 13), mortality rates were significantly higher in the pyridoxalated hemoglobin polyoxyethylene group when compared with those in placebo-treated patients (60.9% vs 39.2%; p = 0.014). Survivors who received pyridoxalated hemoglobin polyoxyethylene had a longer vasopressor-free time (21.3 vs 19.7 d; p = 0.035). CONCLUSIONS: In this randomized, controlled phase III trial in patients with vasopressor-dependent distributive shock, administration of a pyridoxalated hemoglobin solution decreased the need for vasopressors but was associated with a trend to increased mortality.


Subject(s)
Hemoglobins/therapeutic use , Polyethylene Glycols/therapeutic use , Shock/drug therapy , Adult , Aged , Aged, 80 and over , Female , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Nitric Oxide/antagonists & inhibitors , Respiration, Artificial/statistics & numerical data , Shock/mortality , Survival Analysis , Young Adult
4.
bioRxiv ; 2024 Aug 12.
Article in English | MEDLINE | ID: mdl-39149374

ABSTRACT

Protein Arginine Methyltransferase 5 (PRMT5) regulates RNA splicing and transcription by symmetric dimethylation of arginine residues (Rme2s/SDMA) in many RNA binding proteins. However, the mechanism by which PRMT5 couples splicing to transcriptional output is unknown. Here, we demonstrate that a major function of PRMT5 activity is to promote chromatin escape of a novel, large class of mRNAs that we term Genomically Retained Incompletely Processed Polyadenylated Transcripts (GRIPPs). Using nascent and total transcriptomics, spike-in controlled fractionated cell transcriptomics, and total and fractionated cell proteomics, we show that PRMT5 inhibition and knockdown of the PRMT5 SNRP (Sm protein) adapter protein pICln (CLNS1A) -but not type I PRMT inhibition-leads to gross detention of mRNA, SNRPB, and SNRPD3 proteins on chromatin. Compared to most transcripts, these chromatin-trapped polyadenylated RNA transcripts have more introns, are spliced slower, and are enriched in detained introns. Using a combination of PRMT5 inhibition and inducible isogenic wildtype and arginine-mutant SNRPB, we show that arginine methylation of these snRNPs is critical for mediating their homeostatic chromatin and RNA interactions. Overall, we conclude that a major role for PRMT5 is in controlling transcript processing and splicing completion to promote chromatin escape and subsequent nuclear export.

5.
J Ind Microbiol Biotechnol ; 40(5): 411-25, 2013 May.
Article in English | MEDLINE | ID: mdl-23526181

ABSTRACT

It has been half a century since investigators first began experimenting with adding ion exchange resins during the fermentation of microbial natural products. With the development of nonionic polymeric adsorbents in the 1970s, the application of in situ product adsorption in bioprocessing has grown slowly, but steadily. To date, in situ product adsorption strategies have been used in biotransformations, plant cell culture, the production of biofuels, and selected bulk chemicals, such as butanol and lactic acid, as well as in more traditional natural product fermentation within the pharmaceutical industry. Apart from the operational gains in efficiency from the integration of fermentation and primary recovery, the addition of adsorbents during fermentation has repeatedly demonstrated the capacity to significantly increase titers by sequestering the product and preventing or mitigating degradation, feedback inhibition and/or cytotoxic effects. Adoption of in situ product adsorption has been particularly valuable in the early stages of natural product-based drug discovery programs, where quickly and cost-effectively generating multigram quantities of a lead compound can be challenging when using a wild-type strain and fermentation conditions that have not been optimized. While much of the literature involving in situ adsorption describes its application early in the drug development process, this does not imply that the potential for scale-up is limited. To date, commercial-scale processes utilizing in situ product adsorption have reached batch sizes of at least 30,000 l. Here we present examples where in situ product adsorption has been used to improve product titers or alter the ratios among biosynthetically related natural products, examine some of the relevant variables to consider, and discuss the mechanisms by which in situ adsorption may impact the biosynthesis of microbial natural products.


Subject(s)
Biological Products/isolation & purification , Biological Products/metabolism , Bioreactors , Fermentation , Resins, Synthetic/chemistry , Adsorption , Biological Products/chemistry , Biological Products/toxicity , Feedback, Physiological , Polymers/chemistry , Polymers/metabolism , Polymers/pharmacology , Resins, Synthetic/metabolism , Resins, Synthetic/pharmacology , Time Factors
6.
iScience ; 24(9): 102971, 2021 Sep 24.
Article in English | MEDLINE | ID: mdl-34505004

ABSTRACT

Protein arginine methyltransferases (PRMTs) catalyze the post-translational monomethylation (Rme1), asymmetric (Rme2a), or symmetric (Rme2s) dimethylation of arginine. To determine the cellular consequences of type I (Rme2a) and II (Rme2s) PRMTs, we developed and integrated multiple approaches. First, we determined total cellular dimethylarginine levels, revealing that Rme2s was ∼3% of total Rme2 and that this percentage was dependent upon cell type and PRMT inhibition status. Second, we quantitatively characterized in vitro substrates of the major enzymes and expanded upon PRMT substrate recognition motifs. We also compiled our data with publicly available methylarginine-modified residues into a comprehensive database. Third, we inhibited type I and II PRMTs and performed proteomic and transcriptomic analyses to reveal their phenotypic consequences. These experiments revealed both overlapping and independent PRMT substrates and cellular functions. Overall, this study expands upon PRMT substrate diversity, the arginine methylome, and the complex interplay of type I and II PRMTs.

7.
Crit Care Med ; 36(7): 1999-2007, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18552688

ABSTRACT

OBJECTIVE: To assess the safety and efficacy of the hemoglobin-based nitric oxide scavenger, pyridoxalated hemoglobin polyoxyethylene (PHP), in patients with distributive shock. DESIGN: Phase II multicenter, randomized (1:1), placebo-controlled study. SETTING: Fifteen intensive care units in North America. PATIENTS: Sixty-two patients with distributive shock, > or = 2 systemic inflammatory response syndrome criteria, and persistent catecholamine dependence despite adequate fluid resuscitation (pulmonary capillary wedge pressure > or = 12). INTERVENTIONS: Patients were randomized to PHP at 0.25 mL/kg/hr (20 mg/kg/hr), or an equal volume of placebo, infused for up to 100 hrs, in addition to conventional vasopressor therapy. Because treatment could not be blinded, vasopressors and ventilatory support were weaned by protocol. MEASUREMENTS AND MAIN RESULTS: Sixty-two patients were randomized to PHP (n = 33) or placebo (n = 29). Age, sex, etiology of shock (sepsis in 94%), and Acute Physiology and Chronic Health Evaluation II scores (33.1 +/- 8.3 vs. 30 +/- 7) were similar in PHP and placebo patients, respectively. Baseline plasma nitrite and nitrate levels were markedly elevated in both groups. PHP infusion increased systemic blood pressure within minutes. Overall 28-day mortality was similar (58% PHP vs. 59% placebo), but PHP survivors were weaned off vasopressors faster (13.7 +/- 8.2 vs. 26.3 +/- 21.4 hrs; p = .07) and spent less time on mechanical ventilation (10.4 +/- 10.2 vs. 17.4 +/- 9.9 days; p = .21). The risk ratio (PHP/placebo) for mortality was .79 (95% confidence interval, .39-1.59) when adjusted for age, sex, Acute Physiology and Chronic Health Evaluation II score, and etiology of sepsis. No excess medical interventions were noted with PHP use. PHP survivors left the intensive care unit earlier (13.6 +/- 8.6 vs. 17.9 +/- 8.2 days; p = .21) and more were discharged by day 28 (57.1 vs. 41.7%). CONCLUSIONS: PHP is a hemodynamically active nitric oxide scavenger. The role of PHP in distributive shock remains to be determined.


Subject(s)
Hemoglobins/therapeutic use , Polyethylene Glycols/therapeutic use , Shock/drug therapy , APACHE , Adult , Aged , Aged, 80 and over , Female , Hemodynamics/drug effects , Hemoglobins/adverse effects , Hemoglobins/pharmacology , Humans , Male , Middle Aged , Polyethylene Glycols/adverse effects , Polyethylene Glycols/pharmacology , Shock/classification , Shock/mortality , Survival Analysis
8.
Cell ; 109(3): 383-96, 2002 May 03.
Article in English | MEDLINE | ID: mdl-12015987

ABSTRACT

Redox regulation has been perceived as a simple on-off switch in proteins (corresponding to reduced and oxidized states). Using the transcription factor OxyR as a model, we have generated, in vitro, several stable, posttranslational modifications of the single regulatory thiol (SH), including S-NO, S-OH, and S-SG, and shown that each occurs in vivo. These modified forms of OxyR are transcriptionally active but differ in structure, cooperative properties, DNA binding affinity, and promoter activities. OxyR can thus process different redox-related signals into distinct transcriptional responses. More generally, our data suggest a code for redox control through which allosteric proteins can subserve either graded (cooperative) or maximal (noncooperative) responses, and through which differential responsivity to redox-related signals can be achieved.


Subject(s)
Bacterial Proteins/metabolism , Repressor Proteins/metabolism , Transcription Factors/metabolism , Allosteric Regulation , Amino Acid Sequence , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Cysteine/chemistry , DNA, Bacterial/chemistry , DNA, Bacterial/genetics , DNA, Bacterial/metabolism , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/metabolism , Disulfides/chemistry , Escherichia coli/genetics , Escherichia coli Proteins , Hydrogen Bonding , In Vitro Techniques , Models, Biological , Models, Molecular , Mutation , Oxidation-Reduction , Promoter Regions, Genetic , Protein Processing, Post-Translational , Protein Structure, Secondary , Recombinant Proteins/metabolism , Repressor Proteins/chemistry , Repressor Proteins/genetics , Signal Transduction , Sulfhydryl Compounds/chemical synthesis , Sulfhydryl Compounds/chemistry , Sulfhydryl Compounds/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Transcription, Genetic , Transcriptional Activation
9.
Clin Sci (Lond) ; 105(5): 629-35, 2003 Nov.
Article in English | MEDLINE | ID: mdl-12895141

ABSTRACT

Interleukin-2 (IL-2), a cytokine that induces natural killer cells termed lymphokine-activated killer (LAK) cells, is in use as an anticancer agent. During IL-2 therapy, adverse effects, such as vasodilatation and hypotension, are common. Previous studies suggest that these effects are due to nitric oxide (NO). Therefore a model of IL-2-induced hyperdynamic response in sheep was developed to test the effect of pyridoxalated haemoglobin polyoxyethylene conjugate (PHP; a NO scavenger), which is currently in clinical development for the treatment of shock associated with systemic inflammatory response syndrome. Twelve female sheep were divided into four groups (n =3 per group): sham control (Ringer's lactate solution), PHP alone (20 mg x kg(-1) x h(-1) for 96 h), IL-2 alone (recombinant human IL-2; 1,440,000 units/kg intravenously every 8 h) and a combination of PHP and IL-2. All of the sheep received Ringer's lactate solution to maintain haematocrit at baseline levels. The sheep had free access to food and water. A fall in the mean arterial pressure and systemic vascular resistance index by 20% was observed in the IL-2 group, but not in the PHP+IL-2 group. The fluid requirement to maintain the haematocrit was higher in the IL-2 group (5 ml x kg(-1) x h(-1)) than in the PHP+IL-2 group (4 ml x kg(-1) x h(-1)). The sham group showed no changes in any of the parameters. Scavenging NO by PHP prevented the hyperdynamic reaction induced by IL-2 administration in sheep. This activity of PHP may prevent the early discontinuation of IL-2 therapy that results because of these adverse events.


Subject(s)
Hemoglobins/therapeutic use , Hypotension/etiology , Immunotherapy, Active/adverse effects , Interleukin-2/adverse effects , Nitric Oxide/antagonists & inhibitors , Polyethylene Glycols/therapeutic use , Animals , Dose-Response Relationship, Drug , Female , Hematocrit , Humans , Hypotension/immunology , Hypotension/metabolism , Interleukin-2/therapeutic use , Lymphocyte Count , Models, Animal , Recombinant Proteins/therapeutic use , Sheep , Water-Electrolyte Balance
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