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Primary RNAi screen of the Rab library for NP delivery to LAMP1-positive membranes and validation of candidates. (a) Graph showing LAMP1-associated NP ratio in cells treated with a library of siRNAs targeting 58 RAB genes. (b) Example confocal images of HeLa cells transfected with non-targeting siRNA (siNEG) or targeting RAB7A or RAB33B and then pulse-chased with 40 nm PS-COOH NPs for 60 minutes, fixed and immunostained for LAMP1. In the merged images, nuclei are in blue, LAMP1 in green and NPs in red. Arrowheads indicate co-localizing structures. Scale bars, 20 μ m and 6 μ m in zoom. (c,e,f) Graphs showing percentage of NPs co-localizing with LAMP1-positive membranes in control cells (NEG) or cells treated with siRNAs targeting RAB7A, RAB33B, DNM2 or combinations as indicated. (d) Graph showing the percentage of NPs co-localizing with LAMP1-positive membranes in control cells (NEG), or treated with RAB33B siRNA and then either left untreated (siRAB33B) or transfected with an siRNA-resistant GFP-RAB33B construct (Rab33b* ). In (a) values represent mean and s.e.m. of 3 independent experiments normalized to the value shown by cells treated with siNEG. In (c–f) values represent mean and s.e.m. of 3 independent experiments; * p-value < 0.05; * * * p-value < 0.001.  

Primary RNAi screen of the Rab library for NP delivery to LAMP1-positive membranes and validation of candidates. (a) Graph showing LAMP1-associated NP ratio in cells treated with a library of siRNAs targeting 58 RAB genes. (b) Example confocal images of HeLa cells transfected with non-targeting siRNA (siNEG) or targeting RAB7A or RAB33B and then pulse-chased with 40 nm PS-COOH NPs for 60 minutes, fixed and immunostained for LAMP1. In the merged images, nuclei are in blue, LAMP1 in green and NPs in red. Arrowheads indicate co-localizing structures. Scale bars, 20 μ m and 6 μ m in zoom. (c,e,f) Graphs showing percentage of NPs co-localizing with LAMP1-positive membranes in control cells (NEG) or cells treated with siRNAs targeting RAB7A, RAB33B, DNM2 or combinations as indicated. (d) Graph showing the percentage of NPs co-localizing with LAMP1-positive membranes in control cells (NEG), or treated with RAB33B siRNA and then either left untreated (siRAB33B) or transfected with an siRNA-resistant GFP-RAB33B construct (Rab33b* ). In (a) values represent mean and s.e.m. of 3 independent experiments normalized to the value shown by cells treated with siNEG. In (c–f) values represent mean and s.e.m. of 3 independent experiments; * p-value < 0.05; * * * p-value < 0.001.  

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Synthetic nanoparticles are promising tools for imaging and drug delivery; however the molecular details of cellular internalization and trafficking await full characterization. Current knowledge suggests that following endocytosis most nanoparticles pass from endosomes to lysosomes. In order to design effective drug delivery strategies that can us...

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... further validation, selected members of each family identified in the siRNA screen were analyzed by qPCR ( Figure S3 in Supporting Information). Together these experiments revealed, for the first time, sets of proteins influencing NP uptake and trafficking. ...
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... of organelle-specificity and we have previously used live-cell imaging to show that PS-COOH NPs pass through membranes decorated with Rab5, Rab9 and Rab7 30 . Of the 58 Rabs targeted in the RNAi approach described here, depletion of 11 of them resulted in a mild decrease of LAMP1-positive organelle delivery, while 4 displayed a strong decrease ( Fig. 3a and Supporting Information Table ...
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... effects observed on depletion of RAB7A and RAB33B. We repeated our NP uptake experiments in cells depleted for each of these mRNA targets, now using confocal images, and carried out precise quantitative co-localization analysis using the Rank Weighted Co-localization (RWC) coefficient 31 as a measure of the co-occurrence of NP signal and LAMP1 (Fig. 3b). The measurements obtained were similar to those seen in the automated analysis, clearly showing that NP delivery to lysosomes is affected by the levels of these two proteins (Fig. 3c). Western blot analysis confirmed the successful depletion of Rab33b protein in cells treated with siRNAs targeting RAB33B mRNA (Supporting Information ...
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... precise quantitative co-localization analysis using the Rank Weighted Co-localization (RWC) coefficient 31 as a measure of the co-occurrence of NP signal and LAMP1 (Fig. 3b). The measurements obtained were similar to those seen in the automated analysis, clearly showing that NP delivery to lysosomes is affected by the levels of these two proteins (Fig. 3c). Western blot analysis confirmed the successful depletion of Rab33b protein in cells treated with siRNAs targeting RAB33B mRNA (Supporting Information Figure S6). Visual examination of a number of the images revealed occasional changes in cellular distribution of the lysosome population. Therefore, to confirm that any significant ...
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... would make the mRNA resistant to RAB33B siRNA treatment. Overexpression of this construct in cells also incubated with the siRNAs targeting RAB33B was able to partially recover the levels of co-localization of NPs with LAMP1 to that seen in control cells, strongly supporting the notion that Rab33b is a direct regulator of NP delivery to lysosomes (Fig. 3d). Interestingly, the combined deple- tion of DNM2 with either RAB7A or RAB33B in both cases resulted in an additive (although not statistically significant) effect in terms of a further reduction of delivery of NPs to LAMP1-positive organelles (Fig. 3c,e,f), consistent with distinct roles for DNM2 at the cell surface and the two Rabs on ...
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... strongly supporting the notion that Rab33b is a direct regulator of NP delivery to lysosomes (Fig. 3d). Interestingly, the combined deple- tion of DNM2 with either RAB7A or RAB33B in both cases resulted in an additive (although not statistically significant) effect in terms of a further reduction of delivery of NPs to LAMP1-positive organelles (Fig. 3c,e,f), consistent with distinct roles for DNM2 at the cell surface and the two Rabs on internal membranes. Since these results supporting a role for the late endosomal Rab7a in NP trafficking were in good agreement with our previ- ous observations 30 , we decided to further investigate Rab33b, as this has never previously been linked to NP ...

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... commonly applied in many nanomedicine and endocytosis studies. 12,14,37,38 Confocal fluorescence imaging confirmed nanoparticle uptake and accumulation in the lysosomes ( Figure S2a). Uptake kinetics showed up to 70% uptake reduction in LDLR silenced cells, the effect being stronger at longer exposure times ( Figure S2b). ...
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Nanosized drug carriers enter cells via active mechanisms of endocytosis but the pathways involved are often not clarified. Cells possess several mechanisms to generate membrane curvature during uptake. However, the mechanisms of membrane curvature generation for nanoparticle uptake have not been explored so far. Here, we combined different methods to characterize how silica nanoparticles with a human serum corona enter cells. In these conditions, silica nanoparticles are internalized via the LDL receptor (LDLR). We demonstrate that despite the interaction with LDLR, uptake is not clathrin-mediated, as usually observed for this receptor. Additionally, silencing the expression of different proteins involved in clathrin-independent mechanisms and several BAR-domain proteins known to generate membrane curvature strongly reduces nanoparticle uptake. Thus, nanosized objects targeted to specific receptors, such as here LDLR, can enter cells via different mechanisms than their endogenous ligands. Additionally, nanoparticles may trigger alternative mechanisms of membrane curvature generation for their internalization.
... RNAi screening of approximately 400 genes associated with membrane traffic and cytoskeleton regulation was initially used to define the key machinery associated with delivery of polymeric nanoparticles to lysosomes. Much of this work was also focused on the Rab GTPases and identified Rab33b as being a critical regulator of nanoparticle trafficking to lysosomes in monolayer cells [37]. Subsequently, we repeated this RNAi approach, albeit on a pilot scale, but using a solid spheroid model of HT-29 adenocarcinoma cells [38]. ...
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... RNAi screening of approximately 400 genes associated with membrane traffic and cytoskeleton regulation was initially used to define the key machinery associated with delivery of polymeric nanoparticles to lysosomes. Much of this work was also focussed on the Rab GTPases, and identified Rab33b as being a critical regulator of nanoparticle trafficking to lysosomes in monolayer cells [37]. Subsequently, we repeated this RNAi approach, albeit on a pilot scale, but using a solid spheroid model of HT-29 adenocarcinoma cells [38]. ...
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... Hence, such genetic perturbation technologies can also be used to gain understanding on or modulate the function of specific genes involved in functional nucleic acid delivery. However, to date only smallscale studies (either through selected perturbation of a limited number of genes [179,180,201,[213][214][215][216][217][218][219][220][221] or relatively small targeted screens [222][223][224][225][226]) have investigated the genetic basis of endocytosis [179,201,215], intracellular trafficking [213,225], cytotoxicity [214] or effective delivery [180,[215][216][217][218][219][220][221][222][223][224]226] of nucleic acids or nucleic acid-loaded nanoparticles [227]. Both RNAi and CRISPR/Cas9 technology, the latter which allows generation of gene knockouts (CRISPRko), or transcriptional upregulation (CRISPR activation; CRISPRa) or downregulation (CRISPR interference; CRISPRi) of genes, have an advantage over small molecules [228,229]. ...
... Hence, such genetic perturbation technologies can also be used to gain understanding on or modulate the function of specific genes involved in functional nucleic acid delivery. However, to date only smallscale studies (either through selected perturbation of a limited number of genes [179,180,201,[213][214][215][216][217][218][219][220][221] or relatively small targeted screens [222][223][224][225][226]) have investigated the genetic basis of endocytosis [179,201,215], intracellular trafficking [213,225], cytotoxicity [214] or effective delivery [180,[215][216][217][218][219][220][221][222][223][224]226] of nucleic acids or nucleic acid-loaded nanoparticles [227]. Both RNAi and CRISPR/Cas9 technology, the latter which allows generation of gene knockouts (CRISPRko), or transcriptional upregulation (CRISPR activation; CRISPRa) or downregulation (CRISPR interference; CRISPRi) of genes, have an advantage over small molecules [228,229]. ...
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... Interestingly, Rab3A is also found to specifically bind to wildtype GTP-locked Rab8A, which could be explained by both Rab8A and Rab3A being known to interact with SYTL4 (Fukuda, 2003). There are also a number of cytoskeletal/trafficking proteins enriched for the phospho-mutants, such as MON2, DCTN1/Dynactin subunit 1, and the WASH complex subunit WASHC2A for the non-phosphorylated (T72A) mutant (Fig. 4.1B) and MIS18A, TBC1D25/OATL1, and ARFGEF3/BIG3 for the phospho-mimicking mutant (T72E) (Fig. 4.1C) (Carter et al., 2016;Tao Liu et al., 2016;Mahajan et al., 2019;Panarella et al., 2016;Spiller et al., 2017;Jing Wang et al., 2018). In addition, the golgin GCC1/GCC88 appears to bind to the wildtype and the phosphomimicked mutant, but not to the non-phosphorylated mutant, suggesting that GCC88 requires phosphorylation (or the possibility of phosphorylation) to bind. ...
Thesis
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... The link between Rab33b and OATL1 has been further supported by evidence that both of these proteins are required for the uptake and transfer of synthetic nanoparticles to lysosomal compartments. RNAi-induced depletion of Rab33b reduces the accumulation of nanoparticles in lysosomes, but this can be rescued by the overexpression of wild-type Rab33b protein [93]. Additionally, overexpression of OATL1 was also found to reduce nanoparticle accumulation in acidic compartments [93]. ...
... RNAi-induced depletion of Rab33b reduces the accumulation of nanoparticles in lysosomes, but this can be rescued by the overexpression of wild-type Rab33b protein [93]. Additionally, overexpression of OATL1 was also found to reduce nanoparticle accumulation in acidic compartments [93]. Taken together, overexpression of OATL1 reduces the delivery of nanoparticles to lysosomal compartments, as well as the fusion of autophagosomes with lysosomes, both of which are processes that require Rab33b. ...
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... Our lack of understanding with their intracellular fate demands the development of strategies or aspects to take into account that overcomes the hurdles presented by them. Pranella et al. determined the key roles of proteins majorly responsible for the trafficking of polystyrene NPs into the HeLa cells by gene-based HCS i.e. combination of RNAi technology with automated HCS microscopy [96]. ...