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P. Gong et al. land-cover classification system as well as the International Geosphere-Biosphere Programme (IGBP) system. Using the four classification algorithms, we obtained the initial set of global land-cover maps. The SVM produced the highest overall classification accuracy (OCA) of 64.9% assessed with our test samples, with RF (59.8%), J4.8 (57.9%), and MLC (53.9%) ranked from the second to the fourth. We also estimated the OCAs using a subset of our test samples (8629) each of which represented a homogeneous area greater than 500 m × 500 m. Using this subset, we found the OCA for the SVM to be 71.5%. As a consistent source for estimating the coverage of global land-cover types in the world, estimation from the test samples shows that only 6.90% of the world is planted for agricultural production. The total area of cropland is 11.51% if unplanted croplands are included. The forests, grasslands, and shrublands cover 28.35%, 13.37%, and 11.49% of the world, respectively. The impervious surface covers only 0.66% of the world. Inland waterbodies, barren lands, and snow and ice cover 3.56%, 16.51%, and 12.81% of the world, respectively.

Summary DEPTOR, an inhibitor of mTORC1 and mTORC2, is degraded via ubiquitin-proteasome pathway by an unknown E3 ubiquitin ligase. Here we report that DEPTOR is a physiological substrate of SCFβTrCP E3 ligase for targeted degradation. Upon growth factor stimulation, RSK1 and S6K1 kinases are activated to phosphorylate DEPTOR, which is then recognized by the F-box protein, βTrCP via its degron sequence for subsequent ubiquitination and degradation by SCF E3. Endogenous DEPTOR levels are negatively regulated by βTrCP. DEPTOR half-life is shortened by βTrCP but extended by a dominant negative mutant of βTrCP, by RSK1/S6K1 inhibition, and by βTrCP degron site mutations. Biologically, DEPTOR accumulation upon βTrCP knockdown inactivates mTORC1 and activates AKT in cancer cells to confer resistance to rapamycin and paclitaxel. Furthermore, DEPTOR accumulates upon glucose deprivation and mTOR inhibition, to induce autophagy. Thus, βTrCP-DEPTOR-mTOR intertwine to regulate cell survival and autophagy.

The ubiquitin-proteasome system (UPS) promotes the timely degradation of short-lived proteins with key regulatory roles in a vast array of biological processes, such as cell cycle progression, oncogenesis and genome integrity. Thus, abnormal regulation of UPS disrupts the protein homeostasis and causes many human diseases, particularly cancer. Indeed, the FDA approval of bortezomib, the first class of general proteasome inhibitor, for the treatment of multiple myeloma, demonstrated that the UPS can be an attractive anti-cancer target. However, normal cell toxicity associated with bortezomib, resulting from global inhibition of protein degradation, promotes the focus of drug discovery efforts on targeting enzymes upstream of the proteasome for better specificity. E3 ubiquitin ligases, particularly those known to be activated in human cancer, become an attractive choice. Cullin-RING Ligases (CRLs) with multiple components are the largest family of E3 ubiquitin ligases and are responsible for ubiquitination of ~20% of cellular proteins degraded through UPS. Activity of CRLs is dynamically regulated and requires the RING component and cullin neddylation. In this review, we will introduce the UPS and CRL E3s and discuss the biological processes regulated by each of eight CRLs through substrate degradation. We will further discuss how cullin neddylation controls CRL activity, and how CRLs are being validated as the attractive cancer targets by abrogating the RING component through genetic means and by inhibiting cullin neddylation via MLN4924, a small molecule indirect inhibitor of CRLs, currently in several Phase I clinical trials. Finally, we will discuss current efforts and future perspectives on the development of additional inhibitors of CRLs by targeting E2 and/or E3 of cullin neddylation and CRL-mediated ubiquitination as potential anti-cancer agents.

In the clinical side, several Phase 1b trials are under way to determine the safety and efficacy of MLN4924, acting alone or in combination with conventional chemotherapy, against human solid tumors. In the preclinical side, the efforts are being made to develop additional neddylation inhibitors by targeting NEDD8 E2s and E3s.

MLN4924, a newly discovered small molecule inhibitor of NEDD8-activating enzyme (NAE), inactivates Cullin-RING E3 ubiquitin Ligases (CRLs) by blocking cullin neddylation. As a result, MLN4924 causes accumulation of several key substrates of CRLs and effectively suppresses tumor cell growth by inducing apoptosis and senescence. However, the role of MLN4924 in induction of autophagy and its biological significance are totally unknown. Here we showed that MLN4924 effectively induces autophagy in both time- and dose-dependent manners in multiple human cancer lines, indicating a general phenomenon. Mechanistically, by inactivating CRLs, MLN4924 causes accumulation of DEPTOR and HIF1α. The siRNA knockdown and gene KO studies showed that DEPTOR and the HIF1-REDD1-TSC1 axis are responsible for MLN4924-induced autophagy via inhibiting mTORC1. Biologically, autophagy is a survival signal to tumor cells, and blockage of autophagy via siRNA knockdown, gene KO and small molecule inhibitor remarkably enhanced MLN4924-induced apoptosis. Our study reveals an uncharacterized mechanism of MLN4924 action and provides the proof-of-concept evidence for strategic drug combination of MLN4924 with an autophagy inhibitor for maximal killing of tumor cells via enhancing apoptosis.

Several ribosomal proteins regulate p53 function via modulating MDM2. We recently found that RPS27L, a RPS27 like protein, is a direct p53 inducible target. Here we showed that RPS27 itself is a p53 repressible target. Furthermore, the N-terminal region of either RPS27L or RPS27 binds to MDM2 on the central acidic domain of MDM2. RPS27L or RPS27 forms an in vivo triplex with MDM2-p53 and competes with p53 for MDM2 binding. Like p53, RPS27L, but not RPS27, is a short-lived protein and a novel MDM2 substrate. Degradation of RPS27L requires the RING or acidic domain of MDM2. Ectopic expression of RPS27L or RPS27 inhibits MDM-2-mediated p53 ubiquitination and increases p53 levels by extending p53 protein half-life, whereas siRNA silencing of RPS27L decreases p53 levels by shortening p53 half-life with a corresponding reduction in p53 transcription activity. RPS27L is mainly localized in the cytoplasm, but upon p53-activating signals, a portion of RPS27L shuttled to the nucleoplasm where it co-localizes with MDM2. Both cytoplasmic and nuclear p53, induced by ribosomal stress, were reduced upon RPS27L silencing. Our study reveals a multi-level interplay among RPS27L/S27 and p53-MDM2 axis with RPS27L acting as a p53 target, an MDM2 substrate, and a p53 regulator.