Profiling candidate therapeutics with limited cancer models during preclinical development hinders predictions of clinical efficacy and identifying factors that underlie heterogeneous patient responses for patient-selection strategies. We established ∼1,000 patient-derived tumor xenograft models (PDXs) with a diverse set of driver mutations. With these PDXs, we performed in vivo compound screens using a 1 × 1 × 1 experimental design (PDX clinical trial or PCT) to assess the population responses to 62 treatments across six indications. We demonstrate both the reproducibility and the clinical translatability of this approach by identifying associations between a genotype and drug response, and established mechanisms of resistance. In addition, our results suggest that PCTs may represent a more accurate approach than cell line models for assessing the clinical potential of some therapeutic modalities. We therefore propose that this experimental paradigm could potentially improve preclinical evaluation of treatment modalities and enhance our ability to predict clinical trial responses.
Phosphocreatine (PCr) content was measured by phosphorus nuclear magnetic resonance spectroscopy in the gastrocnemius muscles of pentobarbital-anesthetized rats during and after twitch stimulation at rates up to 0.75 Hz. The monoexponential time constant for PCr changes was similar at the onset of vs. during recovery after stimulation and was not significantly different for different stimulation rates (mean time constant 1.44 min). Steady-state PCr level during stimulation was linearly related to the product of stimulation rate times peak twitch force. These results are shown to be consistent with a simple first-order electrical analog model of oxidative metabolism that is applicable at submaximal oxidative rates. The model assumes equilibrium of the creatine kinase reaction, which is modeled as a chemical capacitor, with capacitance proportional to the total creatine level, and PCr level proportional to the cytosolic free energy of ATP hydrolysis.
A growing number of agents targeting ligand-induced Wnt/β-catenin signaling are being developed for cancer therapy. However, clinical development of these molecules is challenging because of the lack of a genetic strategy to identify human tumors dependent on ligand-induced Wnt/β-catenin signaling. Ubiquitin E3 ligase ring finger 43 (RNF43) has been suggested as a negative regulator of Wnt signaling, and mutations of RNF43 have been identified in various tumors, including cystic pancreatic tumors. However, loss of function study of RNF43 in cell culture has not been conducted, and the functional significance of RNF43 mutations in cancer is unknown. Here, we show that RNF43 inhibits Wnt/β-catenin signaling by reducing the membrane level of Frizzled in pancreatic cancer cells, serving as a negative feedback mechanism. Inhibition of endogenous Wnt/β-catenin signaling increased the cell surface level of Frizzled. A panel of 39 pancreatic cancer cell lines was tested for Wnt dependency using LGK974, a selective Porcupine inhibitor being examined in a phase 1 clinical trial. Strikingly, all LGK974-sensitive lines carried inactivating mutations of RNF43. Inhibition of Wnt secretion, depletion of β-catenin, or expression of wild-type RNF43 blocked proliferation of RNF43 mutant but not RNF43-wild-type pancreatic cancer cells. LGK974 inhibited proliferation and induced differentiation of RNF43-mutant pancreatic adenocarcinoma xenograft models. Our data suggest that mutational inactivation of RNF43 in pancreatic adenocarcinoma confers Wnt dependency, and the presence of RNF43 mutations could be used as a predictive biomarker for patient selection supporting the clinical development of Wnt inhibitors in subtypes of cancer.T he evolutionarily conserved Wnt/β-catenin signaling pathway plays critical roles in embryonic development and adult tissue homeostasis (1, 2). Wnt signaling regulates the turnover of the transcription cofactor β-catenin and controls key developmental gene expression programs (3). In the absence of Wnt pathway activation, cytosolic β-catenin is degraded by the β-catenin destruction complex, consisting of adeomatous polyposis coli (APC), AXIN1/2, and glycogen synthase kinase 3α/β (GSK3α/β). Wnt ligand activates its two receptors, Frizzled and LRP5/6, and inactivates the β-catenin destruction complex. Stabilized β-catenin enters the nucleus, binds to the TCF family of transcription factors, and activates transcription. Secretion of Wnt proteins requires Porcupine (PORCN), a membrane bound O-acyltransferase dedicated to Wnt posttranslational acylation (4, 5). Precise regulation of Wnt signaling is critical and various feedback control mechanisms exist to ensure proper signaling output.Aberrant activation of Wnt/β-catenin signaling has been implicated in tumorigenesis, and many downstream components of the Wnt pathway are mutated in cancers (6). Truncation mutations of APC are found in 80% of colorectal cancer. Stabilization mutations of CTNNB1 (β-catenin) and loss of function mutations of AXIN1/2 are also fo...
The diffusive mobility of solutes chemically connected by reversible reactions in cells is analyzed as a problem of facilitated diffusion. By this term we mean that the diffusive flux of any substance, X, which is in one metabolic pathway, is effectively increased when it participates in a second and equilibrium reaction with another substance Y because the total flux of X in the pathway is the sum of the fluxes of X and Y. This notion is generalized and is seen to include the familiar enhanced intracellular diffusion of oxygen by oxymyoglobin. In this framework the function of creatine kinase (CK) is seen to have two aspects: 1) phosphocreatine (PCr) via the CK reaction buffers the cellular ATP and ADP concentrations and 2) transport of high-energy phosphates is predominantly in the chemical form of PCr. This predominance of PCr is a consequence of the maintained ATP, ADP, and total creatine levels and of the apparent equilibrium constant of the reaction. Thus experimental results demonstrating the transport aspects of the CK reaction emphasize only one feature of a more general notion of facilitated diffusion by near-equilibrium metabolic reactions and do not per se establish the existence of any physical or functional compartmentation of ATP, ADP, PCr, or creatine. PCr can be a large source for increasing inorganic phosphate levels during contractile activity, possibly as a metabolic regulator. Neither the transport nor buffer aspects can be quantitatively important in cells with small distances between ATP-utilizing and ATP-generating sites, such as is the case with cardiac myofibrils and mitochondria.
Objective: Determine intramuscular fat (IMF) in affected skeletal muscle after complete spinal cord injury using a novel analysis method and determine the correlation of IMF to plasma glucose or plasma insulin during an oral glucose tolerance test. Setting: General community of Athens, GA, USA. Methods: A total of 12 nonexercise-trained complete spinal cord injured (SCI) persons (10 males and two females 40712 years old (mean7SD), range 26-71 years, and 875 years post SCI) and nine nonexercise-trained nondisabled (ND) controls 2979 years old, range 23-51 years, matched for height, weight, and BMI, had T 1 magnetic resonance images of their thighs taken and underwent an oral glucose tolerance test (OGTT) after giving consent. Results: Average skeletal muscle cross-sectional area (CSA) (mean7SD) was 58.6721.6 cm 2 in spinal cord subjects and 94.1732.5 cm 2 in ND subjects. Average IMF CSA was 14.576.0 cm 2 in spinal cord subjects and 4.772.5 cm 2 in nondisabled subjects, resulting in an almost four-fold difference in IMF percentage of 17.374.4% in spinal cord subjects and 4.672.6% in nondisabled subjects. The 60, 90 and 120 min plasma glucose or plasma insulin were higher in the SCI group. IMF (absolute and %) was related to the 90 or 120 min plasma glucose or plasma insulin (r 2 ¼ 0.71-0.40). Conclusions: IMF is a good predictor of plasma glucose during an OGTT and may be a contributing factor to the onset of impaired glucose tolerance and type II diabetes, especially in SCI. In addition, reports of skeletal muscle CSA should be corrected for IMF.
Phosphorus nuclear magnetic resonance spectra and steady-state O2 consumption rates were obtained from ex vivo arterially perfused cat biceps brachii (fast twitch) and soleus (slow twitch) muscles during and after periods of isometric twitch stimulation at 30 degrees C. In the biceps muscles, steady-state O2 consumption increased and phosphocreatine (PCr) concentration decreased progressively with stimulation. PCr recovery after these stimulation periods followed first-order kinetics with a half time of 10 min. The results in the biceps could be explained by a feedback control of cellular respiration by ADP concentration. In the soleus, steady-state O2 consumption also increased and PCr concentration decreased as stimulation rates increased. The half time for PCr recovery in the soleus was approximately 5 min, but, in contrast to the pattern in the biceps, the kinetics was not first order. There was an overshoot during the recovery period in the PCr content of soleus and a corresponding undershoot of Pi compared with resting values. Mitochondrial regulation by ADP is not sufficient to account for respiratory control in slow-twitch soleus. The respiration rate in neither muscle was dependent on the Pi content. Thus we conclude that the mechanism of control of cellular respiration is both quantitatively and qualitatively different in fast- and slow-twitch skeletal muscle.
The influence of muscle oxidative capacity on phosphocreatine (PCr) changes during and after stimulation was examined in the superficial (fast-twitch) section of rat gastrocnemius muscles. Muscle mitochondrial enzymes were increased in one group of rats by 8-10 wk of training on a running wheel (to a final regimen of 50 min/day at 38 m/min, 5 days/wk) and decreased in another group by chemical thyroidectomy [0.025% methimazole (MMI) in drinking water for 8 wk]. After these treatments, muscle citrate synthase activity was 179 and 29%, respectively, of that in corresponding control groups. Muscle PCr and pH were measured by 31P-nuclear magnetic resonance spectroscopy before, during, and after 8 min of isometric twitch stimulation at 0.33 Hz (MMI) or 0.75 Hz (trained) and 2 Hz. There was a significant linear correlation (r = 0.84, P < 0.01) between the rate constant for PCr recovery after submaximal stimulation (0.33 or 0.75 Hz) and citrate synthase activity. Within the control groups, there was a significant correlation (r = 0.72, P < 0.01) between the rate constant for PCr recovery and intracellular pH at the end of stimulation. The results are quantitatively consistent with linear/quasilinear models of respiratory control by the cytoplasmic free energy of ATP hydrolysis but not with respiratory control by cytoplasmic ADP.
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