Abstract
Background
Alzheimer's disease (AD) is a neurodegenerative disease characterized pathologically by the presence of extracellular plaques containing amyloid-β (Aβ) protein, and intraneuronal accumulations of neurotoxic proteins including Aβ and hyperphosphorylated tau. Also implicated in AD pathophysiology are increased levels of reactive oxygen species (ROS) and iron dyshomeostasis. Ferrous iron (Fe2+) controls generation of ROS via Fenton-like reactions and Aβ42 increases levels of intracellular ROS. Endosomes and lysosomes (endolysosomes) are acidic organelles that contain high levels of readily releasable stores of Fe2+ and lysosomotropic insults can trigger Fe2+ release from endolysosomes, which is sufficient to account for increased levels of cytoplasmic Fe2+ and ROS.
Objective
We tested the hypothesis that endolysosome stores of Fe2+ were sufficient to control Aβ42-induced increases in mitochondrial Fe2+ and ROS, mitochondrial depolarization, and cell death.
Methods
Using SH-SY5Y human neuroblastoma cells, we investigated the effects of Aβ42 (500 nM) and Aβ40 (500 nM) peptides on endolysosome and mitochondrial stress responses.
Results
Aβ42 but not Aβ40 accumulated in and significantly decreased endolysosome Fe2+ levels. Further, Aβ42 significantly (1) de-acidified endolysosomes, (2) caused endolysosome damage, (3) caused impaired autophagy, (4) increased levels of cytosolic Fe2+ and ROS, (5) increased levels of mitochondrial Fe2+ and ROS, (6) decreased mitochondrial membrane potentials, and (7) significantly increased cell death by apoptosis and ferroptosis. These neurotoxic effects were blocked by the endolysosome-specific iron chelator deferoxamine.
Conclusions
Endolysosome stores of Fe2+ appear to be important regulators of Aβ42-induced cytotoxicity and targeting these iron stores may lead to new therapeutics against AD-like pathology.
Introduction
Alzheimer's disease (AD) is characterized clinically by age-dependent decreases in cognition, and pathologically by the extracellular deposition of amyloid-β (Aβ) proteins. Additionally, intraneuronal accumulation of neurotoxic Aβ proteins, hyperphosphorylated tau protein, and reactive oxygen species (ROS) have been implicated in AD pathophysiology.1–4 Aβ peptides are processed from amyloid-β protein precursor (AβPP); a process catalyzed by the aspartyl protease β-site amyloid precursor protein cleaving enzyme 1 (BACE-1). BACE-1 is the rate-limiting enzyme that catalyzes the production of Aβ peptides of various lengths including Aβ40 and Aβ422,5–7; Aβ40 is more abundant in brain, but Aβ42 is more fibrillogenic, more toxic, and is more closely implicated in AD pathophysiology.5,8–10
Endosomes and lysosomes (endolysosomes) are acidic organelles that regulate many physiologically important cellular functions and are of pathological relevance to many neurological disorders including AD.11–13 At the onset of AD pathophysiology, endolysosomes change morphologically and functionally.11,14,15 Like other organelles, endolysosomes exhibit stress responses; a process known as lysosomal stress responses (LSR). 16 Insult-induced endolysosome de-acidification causes LSR, the release of Ca2+ and ferrous iron (Fe2+) from endolysosomes, and the accumulation of these divalent cations in the cytoplasm.16–19 Endolysosomes are further linked to AD pathophysiology because BACE-1 is located mainly in endosomes and gamma-secretase, a second enzyme involved in amyloidogenesis, is localized in lysosomes.13,20,21 Further, when endolysosomes are de-acidified, protein expression and activity levels of these amyloidogenic enzymes increase.20,21,22–24
Endolysosomes are known as “master regulators of iron metabolism”; they contain readily releasable stores of Fe2+ that are mobilized by lysosomotropic insults that de-acidify endolysosomes.17,19,25 Indeed, the levels of Fe2+ in endolysosomes are sufficient to account for insult-induced increases of Fe2+ and ROS in the cytosol and in mitochondria,17,26,27 redox catastrophe and bioenergetic crisis in endolysosomes and mitochondria, 28 and increases in regulated cell death (RCD).9,29,30
Aβ-induced RCD can occur by ferroptosis and apoptosis, although by distinct mechanisms.31,32 Ferroptosis is an iron-based form of oxidative cell death that is regulated by erastin and cysteine while apoptosis is an energy-dependent form of cell death.32,33 Common to both forms of RCD is mitochondrial dysfunction and inter-organellar iron dyshomeostasis.32,34
Because disordered function of endolysosomes, mitochondria and inter-organellar signaling have been implicated in the pathophysiology of neurodegenerative disorders including AD,12,35,36 we hypothesized that the endolysosome pool of readily releasable Fe2+ was sufficient to account for Aβ42 peptide-induced increases in ROS and cell death. We showed here using SH-SY5Y human neuroblastoma cells that the highly fibrillogenic Aβ42 but not Aβ40 (1) trafficked into endolysosomes and de-acidified endolysosomes, (2) decreased endolysosome Fe2+ levels, (3) increased levels of cytosolic Fe2+ and ROS, (4) increased levels of mitochondrial Fe2+ and ROS (5) caused mitochondrial dysfunction, and (6) increased apoptotic and ferroptotic cell death; effects all blocked by chelating endolysosome Fe2+ stores with deferoxamine (DFO). Thus, endolysosome Fe2+ appears to play a key role in Aβ42-induced neurotoxicity and might be targeted therapeutically to decrease AD neuropathogenesis.37–44
Methods
Chemicals and biochemicals
DFO mesylate salt was purchased from Sigma Aldrich (cat. no. D9533-1G, St Louis, MO, USA). Unconjugated human Aβ40 and Aβ42 peptides (cat. nos. 1191 and 1428, respectively), ferostatin-1 (cat. no. 5180), ML-162 (cat. no. 7821) were sourced from Tocris, R&D Systems (Minneapolis, MN, USA). The human control Aβ42-1 peptide (cat. no. ab120301) was purchased from Abcam (Waltham, MA, USA), and conjugated Aβ42 (cat. no. AS-64161) was purchased from Anaspec Inc. (Fremont, CA, USA).
Cell cultures
SH-SY5Y human neuroblastoma cells were purchased from the American Type Culture Collection (cat. no. CRL-2266, Virginia, USA) and grown in Dulbecco's Modified Eagle Medium (Gibco, Life Technologies Corporation, NY, USA) with 10% heat-inactivated fetal bovine serum (cat. no. S10250, R&D Systems, Industry Way, GA, USA) and 1% penicillin/streptomycin (cat. no. 15140122, Invitrogen, Carlsbad, CA) in a humidified incubator maintained at 37°C with 5% CO2. SH-SY5Y cells were grown in T75 flasks and sub-cultured in 35 mm2 cell culture dishes (cat. no. P35GC-0-14-C, MatTek Corporation, Ashland, MA, USA), 100 mm2 cell culture dishes (cat. no. 150466, Nunc, ThermoFisher Scientific, Roskilde, Denmark), and 24-well culture plates (Nunc, Thermo Fisher Scientific, Roskilde, Denmark) to about 80% confluency. Cells were passaged every 3 to 4 days by washing with pre-warmed 1× phosphate buffered saline (PBS) (Gibco, Life Technologies Limited, Paisley, UK) and cells were detached from plates using 0.05% trypsin (Invitrogen, Carlsbad, CA, USA). For flow cytometry experiments cells were seeded at a density of 5.0 × 105 cells per well in 24-well cell culture dishes, for protein isolation 8.0 × 106 cells were seeded in 100 mm2 culture dishes, and for microscopy experiments 0.3 × 106 cells were seeded in 35 mm2 glass-bottom cell culture dishes; cells were treated the following day. Unless otherwise stated specifically, treatments were as follows; control (vehicle), DFO (25 M), and Aβ (500 nM) for 4 to 6 h. For DFO pre-treatments, cells were first treated with DFO for 2 h prior to addition of Aβ. We depended on the documented provenance of the cells provided by ATCC because SH-SY5Y cells are not listed as a commonly misidentified cell line by the International Cell Line Authentication Committee.
Amyloid-β staining and localization in endolysosomes
HiLyte Fluor-647-conjugated Aβ was used to examine Aβ endocytosis. Cells grown to 80% confluency in 35 mm2 dishes were pretreated for 2 h with DFO (25 µM) or vehicle prior to the addition of HiLyte Fluor 647-labeled Aβ42 (500 nM) for 4 to 6 h; cells were counter-stained with 50 nM of LysoTrackerTM Green DND-26 (Invitrogen, cat. no. L7526, Carlsbad, USA) for endolysosomes and 1 µg/ml of Hoechst-33342 (cat. no. 62249, ThermoFisher Scientific, Radford, IL, USA) for nuclei. After incubation for 5 min, cells were washed three-times with 1× PBS and Z-stack images were collected using our spinning disk confocal microscope (Oxford Instruments, Concord, MA, USA). To determine the specific endocytic mechanism(s) for the uptake of Aβ42, we pre-treated cells for 2 h with the inhibitor of clathrin-dependent endocytosis dynasore (200 µM), the inhibitor of micropinocytosis methyl β–cyclodextrin (1 mM), the receptor associated protein (RAP) (2 µM) which is an antagonist of low-density lipoprotein receptor-related protein (LRP)-1, and also knocked down LRP-1 mRNA before incubating with HiLyte Fluor 647-labeled Aβ42. LRP-1-deficient mutants were generated by transfecting seeded cells with LRP-1 shRNA plasmid solution (cat. No sc-108061, Santa Cruz Biotechnology, Inc, Dallas, TX, USA). For each set of experiments, the imaging settings remained the same for each treatment and for controls; at least 15 Hoechst-33342-positive cells per microscopic field were imaged without any intentional exclusion. Images were processed using ImageJ software (Version 1.54) to determine the mean fluorescence intensity (MFI) of Hilyte Fluor 647-conjugated Aβ42 and a Pearson correlation test was used to determine the co-localization of Aβ42 (Hilyte Fluor 647) in LysoTracker-positive endolysosomes.
Endolysosome pH
Endolysosome pH was determined using LysoSensor Yellow/Blue DND-160 (cat. no. L7545, ThermoFisher Scientific, Waltham, USA); a ratiometric dual-excitation dye used to measure pH in acidic organelles. SH-SY5Y cells cultured in 35 mm2 dishes were exposed to the various treatments, incubated for 5 min at 37°C with media containing DND-160 (10 µM), and then imaged after replacement of DND-160-containing media with fresh media. Using a filter-based microscope imaging system (Zeiss, Germany), DND-160 fluorescence was captured every 30 s at an emission wavelength of 520 nm in response to excitation for 2 ms at wavelengths of 340 and 380 nm. Using a standard curve, we calculated the pH as previously described 13 with the corresponding changes in proton concentrations within endolysosomes using the formula pH = −log[H+].
Endolysosome iron
Levels of Fe2+ in endolysosomes were measured using the fluorescence probe FeRhoNox-1 (cat. no. GC901, Goryo Chemicals, Darmstadt, Germany) using methods we and others have described previously.25,45 The fluorescence of the dye has been shown to be unaffected by changes in pH in the range of 4.0 to 6.0. 45 Cells were seeded in 35 mm2 dishes and grown to 80% confluency before being incubated with 10 µM FeRhoNox-1 at 37°C for 20 min, then addition of 50 nM LysoTrackerTM Green DND-26 (cat. no. L7526, Invitrogen, Carlsbad, USA) and 1 µg/ml Hoechst-33342 (cat. no. 62249, ThermoFisher) for 10 min. Cells were then washed three-times with 1× PBS and imaged with our spinning disk confocal microscope (Oxford Instruments, Concord, MA, USA). Imaging settings remained the same throughout each set of experiments; at least 15 Hoechst-33342-positive cells were imaged per microscopic field without any intentional exclusions. Images were processed using ImageJ software to determine the MFI of FeRhoNox-1. Cells seeded in 24-well dishes were used to confirm FeRhoNox-1 findings using flow cytometry. Following treatments, cells were washed three-times with 1× PBS to remove excess stain, re-suspended in 1× PBS, and data were acquired as we described previously.19,25 A minimum of 10,000 cells were analyzed per treatment protocol.
Autophagy
Levels of autophagy were determined using Autophagy Assay Red (cat. no. 9156, ImmunoChemistry Technologies, LLC Bloomington, MN, USA) as per manufacturer's protocol. Cells were cultured in 24-well plates to 80% confluency and following the addition of various treatments for 6 h, cells were washed and re-suspended in 490 µL of 1× PBS. Following the addition of 10 µL of 50× autophagy probe, cells were incubated at 37°C for 25 min under dark conditions. Cells were then washed three-times by centrifuging at 200×g for 5 min at room temperature and then re-suspending in cellular assay buffer containing fixative. Data were acquired by flow cytometry at an excitation of 590 nm and emission at 620 nm. At least 10,000 cells were analyzed for each experimental treatment.
Cytosolic Fe2+ and ROS measurements
Cytosolic Fe2+ and ROS levels were measured using Phen GreenTM FL, diacetate (PGFL-DA) (cat. no P14313, Invitrogen, Carlsbad, USA) and CM-H2DCFDA (cat. no. C6827, Invitrogen, Carlsbad, USA), respectively. Cells were cultured in 24-well plates at 37°C and 5% CO2 overnight before experimentation. For cytosolic Fe2+ detection, cells were incubated with 10 μM PGFL-DA in culture media for 20 min, preincubated for 1 h with DFO, then incubated with various experimental treatments. After incubations, cells were washed three times with PBS, resuspended in 500 μL PBS, and harvested into sterile tubes for flow cytometry. For cytosolic ROS, previously seeded and treated cells were stained with 10 μM CM-H2DCFDA in culture media for 20 min in a 37°C and 5% CO2 incubator. After incubations, cells were washed three times with PBS, resuspended in 500 μL PBS, and harvested into sterile tubes for flow cytometry. Flow cytometry was performed using our Attune NxT flow cytometer (ThermoFisher, Waltham, USA) to measure the MFI using the respective probe manufacturer's recommended channels. Each sample was measured at least three times, and the average MFI from the measurements were used for analyses.
Mitochondrial iron and reactive oxygen species
Mitochondrial Fe2+ levels were measured using rhodamine B 4-[(2, 2′-bipyridin-4-yl) aminocarbonyl] benzyl ester (RDA) (cat. no. 952228-30-7, GuideChem, Milwaukee, USA). Cells grown to about 80% confluency in 24-well culture plates were treated with DFO (25 µM) for 2 h and/or Aβ (500 nM) for 4 to 6 h. After washing cells three-times with 1× PBS, cells were incubated with RDA (100 nM) for 20 min in a 37°C and 5% CO2 incubator. Cells were then washed three-times with 1× PBS to remove extracellular dye and gently detached into tubes by repeated pipetting. A minimum of 10,000 cells were analyzed by flow cytometry (Attune NxT, ThermoFisher, Waltham, USA) using acquisition settings reported previously. 19 To measure mitochondrial ROS, cultured cells were treated with DFO (25 µM) and/or Aβ (500 nM) for 6 h. Post-treatment the media was replaced, and cells were washed with 1× PBS before incubating with 2.5 µM of MitoSOX Red (cat. no. M36008, Invitrogen, Carlsbad, USA) for 20 min at 37°C. The cells were then rinsed three-times with 1× PBS, detached from the culture dishes by gentle repeated pipetting, and MFI was determined by flow cytometry (Attune NxT, ThermoFisher, Waltham, USA) at an excitation of 530 nm and an emission of 580 nm.
Mitochondrial membrane potential
SH-SY5Y cells were grown to about 80% confluency in 24-well culture dishes and treated with DFO (25 µM) for 2 h and/or Aβ42 (500 nM) for 4 to 6 h in a 37°C and 5% CO2 incubator. Cells were washed three-times with 1× PBS and then incubated with 100 nM MitoTracker™ Red CMXROS (Invitrogen, cat. no. M7512, Carlsbad, USA) for 15 min at 37°C. Cells were then washed three-times with 1× PBS, re-suspended in 500 µL 1× PBS, and detached from the culture plates by gentle repeated pipetting prior to data acquisition by flow cytometry (Attune NxT, ThermoFisher, Waltham, USA) with settings described previously. 17 Similarly, after treatments with DFO (25 µM) and/or Aβ (500 nM), mitochondrial membrane depolarization was determined using MitoProbe JC-1 Assay Kit (cat. no. M34152, Life Technologies, ThermoFisher). After staining with MitoProbe JC-1 (2 µM, 20 min), cells were washed with 1× PBS, detached by gentle pipetting, and harvested into tubes for flow cytometry. The MFI of MitoProbe JC-1-stained cells was determined at an excitation of 520 nm and emission of 590 nm; data were acquired from at least 10,000 live cells per treatment condition.
Mitochondrial fragmentation
Mitochondrial fragmentation was determined using MitoTrackerTM Green FM (Invitrogen, cat. no. M7514, Carlsbad, CA). Following treatment of cells with DFO (25 µM) for 2 h and/or Aβ42 (500 nM) for 4 to 6 h, cells were incubated with 100 nM MitoTrackerTM Green FM for 20 min in a 37°C and 5% CO2 incubator. Cells were counter-stained with 1 μg/mL Hoechst 33342 for 10 min and washed three-times with 1× PBS. Z-stack images were acquired from Hoechst-positive cells using a spinning disk confocal microscope (Oxford Instruments, Concord, MA). Imaging settings remained consistent for control and experimental conditions and at least 15 Hoechst-33342-positive cell images were obtained for each field of view; there were no intentional exclusions of any cells from the fields of view. The images were processed using ImageJ software to determine morphological changes in MitoTracker-stained mitochondrial structures.
Cell death and ferroptosis assays
Cells seeded to about 80% confluency in 24-well culture plates were incubated with various treatments for 24 h. Post treatment, cells were harvested into sterile 1.5 ml Eppendorf tubes and centrifuged at 106×g (5418R, Eppendorf, Enfield, CT, USA) for 5 min. After centrifugation, cells were re-suspended in 2 µM staining solution of propidium iodide (PI) (cat. no. 195458, MP Biomedicals, Solon, Ohio, USA) and incubated in the dark for 15 min. The MFI of the PI-stained cell populations was determined by flow cytometry using acquisition settings described previously 17 ; a minimum of 10,000 cells were analyzed for each treatment. Ferroptosis was determined by measuring protein levels of the anti-ferroptotic marker SLC7A11 as well as levels of lipid peroxidation using C11-BODIPY 581/591 (cat. no. D3861, Invitrogen, Carlsbad, USA) as described previously.46,47 Cells were cultured to about 80% confluency in 24-well culture dishes before being treated with DFO (25 µM) for 2 h and/or Aβ1-42 for 24 h. Cells were then incubated with 10 µM of C11-BODIPY 581/591 (cat. no. D3861, Invitrogen Carlsbad, CA) for 30 min at 37°C. Cells were washed with 1× PBS to remove excess stain, gently detached by repeated pipetting, and the MFI of C11-BODIPY 581/591 was acquired by flow cytometry. A minimum of 10,000 cells were analyzed for each treatment.
Western blots
Cells were lysed with 400 µl of 1× cell lysis buffer (cat. no. 9803, Cell Signaling Technology Inc., Danvers, MA, USA) supplemented with protease inhibitor cocktail (Halt Protease Inhibitor Single-Use Cocktail, EDTA-free, ThermoFisher Scientific, Rockford, IL, USA). 20 µg of protein from lysed cell pellets were separated on 4–20% SDS-PAGE, transferred to polyvinyl difluoride membranes (Invitrogen, ThermoFisher Scientific), blocked for 1 h, and incubated with primary antibodies overnight at 4°C. Membranes were washed and incubated with HRP-conjugated or Li-COR secondary antibodies. For HRP-tagged antibodies, membranes were incubated in SuperSignal West Pico PLUS Luminol (cat. no. 34577, ThermoFisher Scientific, USA). Membranes were analyzed using LI-COR Image Studio version 5.x software on a Li-COR Odyssey Fc Instrument. The primary antibodies were as follows; anti-beta actin (NBP1-47423; Novus Biologicals), anti-GAPDH antibody (cat. no. ab9485; Abcam), anti-Galectin-3 (cat. no. AF1197; Novus Biologicals), rabbit anti-p62 (cat. no. H00008878-M01; Novus Biologicals), anti-cytochrome-C (cat. no. sc-13156; Santa Cruz), anti-rabbit SLC7A11 (cat. no. NB300-317; Novus Biologicals), and rabbit anti-GPX4 (cat. no. NBP3-15362; Novus Biologicals).
Statistical analyses
Each experiment was repeated at least three independent times and the data shown are representative images or quantitative measurements represented as means ± S.D. All data values were imported into GraphPad Prism version 10.0.0 for Windows (GraphPad Software, Boston, MA, USA) and statistical analyses were performed using one-way ANOVA followed by Tukey's multiple comparisons test to determine significant differences due to treatment effects. A p value <0.05 was considered statistically significant.
Results
Aβ42, but not Aβ40, co-localized with LysoTracker-positive endolysosomes
Using Hilyte-647-conjugated Aβ42 and Aβ40 peptides, LysoTracker labelled endolysosomes, and Hoechst-33342 labelled nuclei, we found that Aβ42, but not Aβ40 colocalized with LysoTracker-positive endolysosomes (Figure 1A, B). The mean Pearson's correlation coefficient for co-localization between Aβ42 in cells and LysoTracker-positive endolysosomes was greater than 0.7; the mean correlation coefficient was less than 0.2 for Aβ40. Statistical comparisons between the two groups showed that Aβ42 uptake into endolysosomes was significantly greater than Aβ40. (Figure 1C).

Aβ42, but not Aβ40 co-localized with LysoTracker-positive endolysosomes. SH-SY5Y cells were stained with conjugated Aβ40 and Aβ42 (Hilyte-647, red) peptides for 6 h. Cells were counter-stained with LysoTracker (green) for endolysosomes and Hoechst-33342 (blue) for nuclei. (A, B) Aβ42, but not Aβ40 colocalized with LysoTracker-positive endolysosomes. (C) Pearson's correlation coefficients of Aβ peptides with LysoTracker-positive endolysosomes. Data points represent mean ± S.D of individual tests, and statistical comparisons showed that correlation coefficients were significantly higher for Aβ42 than Aβ40 (****p < 0.0001).
Aβ42 uptake into endolysosomes was LRP-1-mediated
Aβ42 uptake was significantly decreased by 2 h pretreatment with receptor-associated protein (RAP) (2 µM), an antagonist of low-density lipoprotein receptor-related protein-1 (LRP-1). Other endocytosis mechanisms did not appear to be involved with Aβ42 uptake; Aβ42 uptake was not significantly affected by 2 h pretreatments of cells with the inhibitor of clathrin-dependent endocytosis dynasore or the inhibitor of caveolae-dependent pinocytosis methyl β-cyclodextrin (Figure 2A, B). LRP-1 mRNA was knocked down (Figure 2C, D) and this significantly decreased Aβ42 uptake (Figure 2E, F).

Aβ42 endocytosis was inhibited by LRP-1 receptor associated protein (RAP) and knock down of LRP-1, but not by dynasore and methyl β-cyclodextrin. (A, B) Aβ42 uptake into SH-SY5Y cells was significantly reduced by 2 h pretreatment with receptor-associated protein (RAP) (2 µM), an antagonist of LRP-1. Pre-treatment with the inhibitor of clathrin-dependent endocytosis dynasore (200 μM) and the inhibitor of caveolae-dependent pinocytosis methyl β-cyclodextrin (1 mM) did not significantly affect Aβ42 endocytosis. (C, D) LRP-1 mRNA was knocked-down and (E, F) Aβ42 uptake was significantly decreased in LRP-1-deficient cells compared to mock. Data points represent mean ± S.D of individual tests, and statistical differences between treatments effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test (****p < 0.0001).
DFO and Aβ42 decreased levels of endolysosome Fe2+
Aβ42, but not Aβ40, concentration-dependently decreased endolysosome Fe2+ levels; 500 nM was the lowest concentration to significantly decrease levels of Fe2+ (Figure 3A, B). Aβ42-1 at concentrations up to 1 μM did not significantly affect levels of endolysosome Fe2+ (data not shown). Accordingly, for all subsequent experiments we used 500 nM for Aβ42 and the other Aβ peptides. Using semi-quantitative methods we described previously,17,25 we found that DFO (25 µM), Aβ42 (500 nM), and pretreatment with DFO (25 µM) significantly decreased endolysosome Fe2+ levels (Figure 3C, D). Quantitatively, DFO (25 µM), Aβ42 (500 nM), and DFO plus Aβ42, but not Aβ42-1 (500 nM) and Aβ40 (500 nM), significantly decreased levels of endolysosome Fe2+ (Figure 3E).

Aβ42, but not Aβ40 decreased endolysosome Fe2+ levels. The effects of Aβ42 and Aβ40 on endolysosome Fe2+ were determined using FeRhoNox-1, an endolysosome-specific Fe2+ label. (A) SH-SY5Y cells were treated with Aβ42 and Aβ40 at concentrations ranging from 250 nM to 1000 nM for 4 h and then stained with FeRhoNox-1. Aβ42 significantly decreased levels of endolysosome Fe2+ starting at concentrations of 500 nM. (B) Aβ40 did not significantly affect levels of endolysosome Fe2+. (C) Cells were labelled with Hoechst-33342 (blue) to stain for nuclei, LysoTracker (green) to stain for endolysosomes, and FeRhoNox-1 (red) to stain endolysosome Fe2+. Qualitatively, confocal microscopy images showed a high degree of co-localization of Fe2+ (FeRhoNox-1) in LysoTracker-labelled endolysosomes. Aβ42, DFO, and DFO in combination with Aβ42 decreased levels of Fe2+. (D) Semi-quantitative analyses of FeRhoNox-1 MFI showed significant decreases in levels of endolysosome Fe2+ by Aβ42 and DFO; pretreating cells for 2 h with DFO did not significantly affect Aβ42-induced decreases in endolysosome Fe2+ levels. (E) Aβ40 and Aβ42-1 did not significantly decrease endolysosome Fe2+ levels. Data points represent mean ± SD of FeRhoNox-1 MFI and the statistical differences between treatments effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).
Aβ42 deacidified endolysosomes
Aβ42 (500 nM) significantly de-acidified endolysosomes (Figure 4A). DFO (25 µM) significantly acidified endolysosomes, and significantly blocked Aβ42-induced endolysosome de-acidification (Figure 4A). Similarly, when the data were calculated as H+ concentration ([H+]), DFO significantly increased and Aβ42 significantly decreased [H+] (Figure 4B). DFO significantly blocked Aβ42-induced de-acidification (Figure 4A) and Aβ42-induced decreases in endolysosome [H+] (Figure 4B).

DFO blocked Aβ42-induced endolysosome de-acidification and endolysosome damage, as well as Aβ42-induced impaired autophagy. (A) Endolysosome pH was determined using LysoSensor Yellow/Blue DND-160. Aβ42 (500 nM) significantly increased endolysosome pH, DFO (25 µM) significantly decreased endolysosome pH, and DFO significantly blocked Aβ42-induced increases in endolysosome pH. (B) Aβ42 significantly decreased [H+], DFO significantly increased [H+], and DFO significantly blocked Aβ42-induced decreases in [H+]. (C, D) Galectin-3 protein levels, an indicator of endolysosome damage, were significantly increased by Aβ42 (500 nM) and significantly decreased by DFO (25 µM); pretreating cells with DFO significantly blocked Aβ42-induced increases in galectin-3 protein levels. (E, F) Autophagy-related protein p62 levels were significantly increased by Aβ42, DFO significantly decreased p62 levels, and DFO pretreatment significantly blocked Aβ42-induced increases in p62 protein levels. (G) Aβ42 (500 nM) significantly increased Autophagy Probe Red MFI, DFO (25 µM) significantly decreased Autophagy Red Probe MFI, and DFO pretreatment significantly blocked Aβ42-induced increases in Autophagy Red Probe MFI. Data points represent mean ± SD values and statistical differences between treatment effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).
Aβ42 increased endolysosome damage and autophagy
Aβ42 (500 nM) significantly increased levels of Galectin-3, an endolysosome damage-related protein (Figure 4C, D). DFO (25 µM) significantly decreased the levels of Galectin-3 protein and pretreatment with DFO blocked Aβ42-induced increases in protein levels of Galectin-3 (Figure 4C, D). For the autophagy-related p62 protein, Aβ42 (500 nM) significantly increased p62 protein levels, DFO (25 µM) decreased p62 protein levels, and pretreatment with DFO significantly blocked Aβ42-induced increases in p62 protein levels (Figure 4E, F). Further, Aβ42 (500 nM) increased Autophagy Red Probe MFI, DFO (25 µM) significantly decreased Autophagy Red Probe MFI, and pretreatment with DFO significantly blocked Aβ42 -induced increases in Autophagy Red Probe MFI (Figure 4G).
DFO blocked Aβ42-induced increases in levels of cytosolic Fe2+ and ROS
Aβ42 (500 nM) significantly increased levels of Fe2+ (Figure 5A) and ROS (Figure 5B) in the cytosol. DFO (25 µM) significantly decreased cytosolic levels of Fe2+ and ROS, and pretreatment with DFO significantly blocked Aβ42-induced increases in cytosolic Fe2+ and ROS levels (Figure 5A, B).

DFO blocked Aβ42-induced increases in cytosolic Fe2+ and ROS. (A) Aβ42 (500 nM) significantly increased cytosolic Fe2+ levels. DFO (25 µM) significantly decreased, and blocked Aβ42-induced increases in levels of cytosolic Fe2+. (B) Aβ42 (500 nM) significantly increased cytosolic ROS levels. DFO (25 µM) significantly decreased, and blocked Aβ42-induced increases in levels of cytosolic ROS. Statistical differences due to treatment effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).
DFO blocked Aβ42-induced increases in levels of mitochondrial Fe2+ and ROS
Aβ42 (500 nM) significantly increased levels of Fe2+ (Figure 6A) and ROS in mitochondria (Figure 6B). DFO (25 µM) significantly decreased mitochondrial levels of Fe2+ and ROS, and pretreatment with DFO significantly blocked Aβ42-induced increases in mitochondrial Fe2+ and ROS levels (Figure 6A, B). Aβ40 (500 nM) and Aβ42-1 (500 nM) did not significantly affect mitochondrial levels of Fe2+ and ROS.

DFO blocked Aβ42-induced increases in mitochondrial Fe2+, ROS, depolarization, cytochrome c release, and increases in cell death. (A) Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and DFO pretreatment significantly blocked Aβ42-induced increases in levels of mitochondrial Fe2+. Aβ40 and Aβ42-1 did not significantly affect levels of mitochondrial Fe2+. (B) Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and DFO significantly blocked Aβ42-induced increases in levels of mitochondrial ROS. Aβ40 and Aβ42-1 did not significantly affect levels of mitochondrial ROS. (C) Mitochondria and nuclei were stained with MitoTracker (green) and Hoechst-33342 (blue), respectively. In controls, mitochondria were elongated and possessed thread-like structures; Aβ42 (500 nM) shortened mitochondrial structures (red arrow in merged panel), DFO (25 µM) enhanced mitochondrial elongation, and DFO significantly blocked Aβ42-induced mitochondrial fragmentation. (D) Aβ42 (500 nM) significantly decreased, DFO (25 µM) increased, and DFO significantly prevented Aβ42-induced decreases in mitochondrial membrane potential (MMP). Aβ42-1 (500 nM) and Aβ40 (500 nM) did not significantly affect MMP. (E) Aβ42 (500 nM) significantly increased, DFO significantly decreased, and pretreatment with DFO significantly blocked Aβ42-induced mitochondrial depolarization. (F, G) Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and pretreatment with DFO significantly blocked Aβ42-induced increases in cytochrome c protein levels in cytosol. (H) Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and DFO blocked Aβ42-induced increases in cell death. Aβ42-1 (500 nM) and Aβ40 (500 nM) did not affect cell death. Statistical differences between treatment effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test. (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).
DFO blocked Aβ42-induced mitochondrial fragmentation and depolarization of mitochondrial membrane potentials
Mitochondria stained with 100 nM MitoTracker (Green) were long thread-like structures in control cells and these morphological features were even more pronounced following treatment with DFO (25 µM) (Figure 6C). Aβ42 (500 nM) increased mitochondrial fragmentation; mitochondria were shortened and spherical and DFO blocked Aβ42-induced mitochondrial shortening (Figure 6C). Treatment with Aβ42 significantly decreased mitochondrial membrane potentials (MMP) as measured by MitoTracker CMXROS MFI (Figure 6D). DFO (25 µM) significantly increased MMP, and pretreatment with DFO significantly blocked Aβ42-induced decreases in MMP. Aβ40 (500 nM) and Aβ42-1 reverse peptide (500 nM) did not significantly affect MMP. Aβ42 (500 nM) significantly depolarized mitochondrial membranes, DFO (25 µM) reduced mitochondrial membrane depolarization, and DFO blocked Aβ42 (500 nM)-induced depolarization of mitochondrial membranes (Figure 6E).
DFO blocked Aβ42-induced release of cytochrome c from mitochondria into the cytosol and Aβ42-induced increases in cell death
Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and pretreatment with DFO significantly blocked Aβ42-induced increases in levels of cytochrome c in cytosol (Figure 6F, G). Aβ40 (500 nM) and Aβ42-1 (500 nM) did not significantly affect cytosolic levels of cytochrome c. Aβ42 (500 nM) significantly increased, DFO (25 µM) significantly decreased, and pretreatment with DFO significantly blocked Aβ42-induced increases in cell death. Aβ42-1 (500 nM) and Aβ40 (500 nM) did not significantly affect levels of cell death (Figure 6H).
DFO and FER-1 prevented Aβ42-induced increases in lipid peroxidation and ferroptosis
BODIPY fluorescence staining intensity increases with increased lipid peroxidation46,48 and Aβ42 (500 nM) significantly increased MFI of BODIPY staining (Figure 7A-C). DFO (25 µM) and FER-1 (10 µM) alone did not significantly affect lipid peroxidation levels, but pretreatment with DFO and FER-1 significantly blocked Aβ42-induced increases in lipid peroxidation (Figure 7A, B). Neither Aβ40 (500 nM) nor Aβ42-1 (500 nM) significantly affected levels of lipid peroxidation (Figure 7C). Aβ42 (500 nM) increased, DFO (25 µM) but not FER-1 (10 µM) alone significantly decreased, and DFO (25 µM) and FER-1 (10 µM) both significantly blocked Aβ42-induced increases in cell death (Figure 7D). Consistent with our confocal imaging data, we observed by flow cytometry that DFO (25 µM) and FER-1 (10 µM) did not significantly affect lipid peroxidation, but DFO and FER-1 significantly blocked Aβ42-induced increases in lipid peroxidation (data not sown).

DFO and the ferroptosis inhibitor FER-1 blocked Aβ42-induced increases in lipid peroxidation and ferroptosis. (A) SH-SY5Y human neuroblastoma were treated with DFO (25 µM), FER-1 (10 µM) and/or Aβ42 (500 nM) for 6 h and then stained with BODIPY (red) for lipid peroxidation and Hoechst-33342 (blue) for nuclei. (B) Aβ42, but not DFO and FER-1, significantly increased, and pre-treatment with DFO or FER-1 significantly blocked Aβ42-induced increases in lipid peroxidation. (C) Aβ40 (500 nM) and Aβ42-1 (500 nM) did not significantly affect lipid peroxidation. (D) Aβ42 significantly increased cell death; effects significantly blocked by DFO and FER-1. Data points represent mean ± SD and statistical differences between treatment effects were determined using a one-way ANOVA followed by Tukey's multiple comparison post hoc test. (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).
DFO and FER-1 blocked Aβ42-induced decreases in levels of intracellular cystine and protein levels of SLC7A11
Aβ42 (500 nM) and the known inducer of ferroptosis ML-162 (5 µM) significantly decreased levels of the anti-ferroptosis protein SLC7A11, and pre-treatment with DFO (25 µM) and FER-1 (10 µM) significantly blocked Aβ42- and ML-162-induced decreases in SLC7A11 protein levels (Figure 8A,B). Because SLC7A11 regulates cellular uptake of cystine, an important precursor in the GPX-4-anti-ferroptotic pathway, we measured intracellular levels of cystine and found that DFO and FER-1 significantly blocked Aβ42-induced decreases in levels of intracellular cystine; DFO and FER-1 alone had no significant effects (Figure 8C). ML-162, as a positive control, significantly decreased intracellular cystine levels and FER-1 significantly blocked the effects of ML-162 (Figure 8C).

DFO and FER-1 blocked Aβ42-induced decreases in levels of intracellular cystine and protein levels of SLC7A11. (A, B) Aβ42 (500 nM) and ferroptosis inducer ML-162 (5 µM), significantly decreased levels of SLC7A11 protein. DFO and FER-1 alone did not significantly change, but blocked Aβ42-induced decreases in SLC7A11 protein levels. The effects of ML-162 (5 µM) were significantly blocked by FER-1. (C) Intracellular cystine were significantly decreased by Aβ42 (500 nM) and ML-162 (5 µM). DFO (25 µM) and FER-1 (10 µM) alone did not significantly affect intracellular cystine levels, but DFO and FER-1 significantly blocked Aβ42–induced decreases in intracellular cystine levels. Data points represent mean ± SD and one-way ANOVA followed by Tukey's multiple comparison post-hoc test was used to determine statistically significant differences due to treatment effects. (*p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001).

Schematic summary. Aβ42 was endocytosed into endolysosomes via the low density-lipoprotein receptor-related protein-1 (LRP-1). Once endocytosed, Aβ42 de-acidified endolysosomes, decreased levels of endolysosome Fe2+, damaged endolysosomes, caused impaired autophagy, increased mitochondrial Fe2+, increased mitochondrial reactive oxygen species (ROS), decreased mitochondrial membrane potentials, depolarized mitochondrial membranes, and increased the release of mitochondrial cytochrome-C into the cytosol. Aβ42 -induced endolysosome iron dysregulation increased lipid peroxidation, decreased levels of the ferroptosis-inhibiting enzyme SLC7A11, and caused iron overload-induced cytotoxicity; effects blocked by the endolysosome iron chelator DFO.
Discussion
Endosomes and lysosomes (endolysosomes) are acidic organelles that help regulate important cellular processes including nutrient metabolism, autophagy, and clearance of misfolded proteins implicated in the pathogenesis of neurodegenerative disorders including AD.12,16,49 AD is characterized pathologically by accumulation of extracellular plaques of misfolded Aβ proteins, intraneuronal highly fibrillogenic and neurotoxic Aβ proteins, hyperphosphorylated tau protein, and intracellular iron and ROS.10,14,42,50 Aβ is generated in endolysosomes from AβPP through a series of reactions characterized by beta and gamma secretases, neither of which use iron as a co-factor; BACE-1 is the rate-limiting endosome-resident enzyme and gamma secretase is a lysosome-resident enzyme.6,11,13 Endolysosome dysfunction appears to not only increase the onset of AD, but also contributes to AD persistence and age-related severity.11,12,14,51–53
In AD pathophysiology, structural and functional abnormalities in endolysosomes are some of the earliest events recorded, and lysosome stress responses (LSR) are associated with AD pathophysiology.11,12,14,50 LSR is characterized by morphological and functional changes including intraluminal deacidification, decreases in endolysosome Fe2+ levels, and changes in endolysosome numbers, sizes and positioning relative to the nucleus.12,16 Insult-induced increases in LSR has been reported for silica nanoparticles, LDL cholesterol, proteins associated with neuro-HIV-1 and ALS as well as licit and illicit weak-base drugs.16,17,21–23,26,27 Because the pathophysiology of AD has been linked to endolysosome changes as well as increases in Fe2+ and ROS levels, we tested the hypothesis that readily releasable stores of endolysosome Fe2+ are sufficient to account for Aβ42-induced neurotoxicity.
In AD, different Aβ species are present; Aβ40 is present in higher amounts, but the highly fibrillogenic and neurotoxic Aβ42 appears to be the most relevant to AD pathophysiology.6,54 We found here that, Aβ42 but not Aβ40 is taken up into endolysosomes, de-acidified endolysosomes and caused inter-organellar iron dyshomeostasis leading to increases in levels of ROS and cell death. Aβ42 uptake was mediated by low-density lipoprotein receptor-related protein-1 (LRP-1) and LRP-1 is abundantly expressed in primary and secondary neural cultures. Aβ42 uptake was significantly reduced when LRP-1 mRNA levels were knocked-down or an antagonist of LRP-1 receptor-associated protein (RAP) was added and these observations confirm that LRP-1 plays an important role in Aβ clearance.2,6,55,56
Intraluminal pH of endolysosomes ranges from 4.5-5.0,57,58 and this can be altered by insults that target the vacuolar ATPase and other proton pumps. Similar to other lysosomotropic insults that we have previously reported on,13,17,19,59 we found that Aβ42 de-acidified endolysosomes. Studies have shown that the secondary structure of Aβ42 is highly ionizable, and this property of Aβ42 may have caused the increases observed in endolysosome pH.6,60 Also, a recent study has shown that internalized Aβ binds to selected sub-units of the vacuolar-ATPase pump, which primarily maintains luminal pH of endolysosomes, and this interaction triggers dissociation of the proton pump leading to impaired v-ATPase activity. 61 Because de-acidification of endolysosomes is central to LSR and appears to be upstream of mitochondrial dysfunction and neurotoxicity,26–28,35,62 it was important for us to examine processes downstream of LSR that may be important for Aβ42-induced neurotoxicity.
Endolysosomes have large reservoirs of readily releasable divalent cations including iron and have been referred to as “master regulators of iron metabolism”.17,26,63–65 The two main oxidative states of iron are Fe2+ and Fe3+; Fe2+ is more physiologically important and is implicated in the pathophysiology of AD.25,66–68 Also implicated in the pathophysiology of AD are increased levels of ROS as well as intraneuronal accumulation of Aβ proteins.10,14,42,51 Because of the importance of Fe2+ in the formation of ROS through Fenton-like chemistry, we determined the role of endolysosome stores of Fe2+ in the neurotoxic effects of Aβ peptides. We found that Aβ42 but not Aβ40 decreased levels of endolysosome Fe2+ and increased Fe2+ levels in the cytosol and in mitochondria. DFO, an endocytosed iron chelator which also acidifies endolysosomes,17,26 blocked Aβ42-induced increases in endolysosome pH. Mechanistically, decreased levels of Fe2+ in endolysosomes might result from Aβ-induced net export of Fe2+ out of endolysosomes via various cation channels; effects which are associated with other lysosomotropic stressors.19,28,69–71 In the absence of DFO, Aβ42 can hasten the production of Fe2+ in endolysosomes by dissociating ferritin-bound Fe3+ which favors the chemical reaction catalyzed by the endolysosome six transmembrane epithelial antigen of the prostrate (STEAP)-3 enzyme to produce Fe2+.72,73 Further, decreased levels of endolysosome Fe2+ levels and Aβ42-induced endolysosome deacidification may have contributed to endolysosome damage as evidenced by elevated galectin-3 and p-62 autophagy-related protein levels; effects blocked by DFO. These findings demonstrate that Aβ42-induced build-up of autophagosomes and impaired autophagy in AD-like pathophysiology74–77 may be linked to endolysosome iron dysregulation, similar to previous reports.17,19,26,44,78,79 Indeed, endolysosome-resident two pore channel inhibitors have been shown to block cytotoxic effects of lysosomotropic insults; findings consistent with the involvement of endolysosome iron. 19
Aβ42 -induced decreases in levels of endolysosome Fe2+ were sufficient to account for the resulting increases in cytosolic and mitochondrial Fe2+ levels. These changes in the levels of Fe2+ also resulted in Aβ42-induced increases in cytosolic and mitochondrial ROS levels. Excessively high levels of ROS can overwhelm the antioxidant capacity of mitochondria and cause mitochondrial damage.34,65,80 The depolarization of mitochondrial membranes can result in the release of mitochondrial proteins into the cytosol; a known cause of apoptosis.81–83 Aβ42 but not Aβ40 significantly reduced mitochondrial membrane potentials and increased cytosolic levels of cytochrome c; effects blocked by DFO. Further, Aβ42-induced mitochondrial membrane depolarization caused mitochondrial fragmentation. All these features are characteristic of insult-induced mitochondrial stress and mitochondrial damage.17,82,84,85
Neuronal cell death can occur by apoptosis as well as ferroptosis. Ferroptosis is an oxidative process driven by iron-dependent phospholipid accumulation and as such is distinct from other forms of regulated cell death.32,86 Ferroptosis is uniquely identified by a set of genes including glutathione peroxidase (GPX)-4, which catalyzes the reduction of lipid peroxides to prevent ferroptosis, and by the SLC7A11 antiporter that regulates cysteine metabolism; cysteine is a precursor in the production of GPX-4 substrates.32,34,87 Aβ42 decreased levels of SLC7A11 and cystine levels which may have reduced GPX-4 levels, and this suggests that Aβ42 may induce ferroptosis by depleting cellular levels of the anti-ferroptotic proteins. Pretreating the cells with FER-1, a known ferroptosis inhibitor, or with DFO blocked Aβ42-induced decreases in levels of SLC7A11, intracellular cystine levels and Aβ42-induced increases in ferroptosis. Although the data here suggests that endolysosome iron stores are involved in ferroptosis via decreased expression of SLC7A11, the release of endolysosome iron can increase levels of ROS and the increased levels of ROS may cause feedback activation of endolysosome redox sensors including transient receptor potential mucolipin-1 (TRPML-1). 28 Such a vicious cycle between iron and reactive species suggests that both the release of endolysosome iron and the associated increases in ROS can potentially contribute to Aβ42-induced decreases in expression levels of SLC7A11 and cell death by ferroptosis.87,88
Endolysosomes dynamically participate in inter-organellar signaling with mitochondria, ER and cytosol, 16 and evidence across multiple experimental models demonstrate that the Fe2+ stores in endolysosomes are sufficient to account for insult-induced intracellular iron dyshomeostasis, increases in intracellular ROS, and neurotoxicity. Here, our studies were limited to SH-SY5Y cells. However, we have consistently observed similar lysosomotropic insult-induced changes in cytoplasmic levels of Fe2+ and ROS in established cell lines as well as primary rodent and human neural cells.17,19,25–28 For example, although endolysosome Fe2+ levels were about 21% higher in SH-SY5Y human neuroblastoma (48.6 µM) and 54% higher in U87 astrocytoma cells (50.4 µM) compared to primary human (39.9 µM) and rodent (32.7 µM) neural cultures, ferrous ammonium citrate (FAC) significantly increased and DFO significantly decreased endolysosome Fe2+ levels in both primary neural cultures and established cell lines.25,27 Further, HERV-K Env protein decreased similarly endolysosome Fe2+ levels and increased similarly cytosolic and mitochondrial Fe2+ and ROS levels in primary human neural cultures and established cell lines. 25 In SH-SY5Y and U87 cells, HIV-1 proteins gp120 and Tat decreased endolysosome Fe2+ levels and increased cytoplasmic Fe2+ levels.17,19 These effects, including increases in cytoplasmic ROS, were blocked by DFO. Moreover, weak-base drugs decreased endolysosome Fe2+ levels and increased cytoplasmic Fe2+ and ROS levels in SH-SY5Y and U87 cells; effects blocked by DFO. 26 Thus, our results suggest strongly that lysosomotropic insult-induced changes in cytoplasmic levels of Fe2+ and ROS are not fundamentally different between primary and established neural cells.
Taken together, this work summarizes that Aβ42 notably decreased endolysosome Fe2+ levels and caused downstream neurotoxic effects. Thus, targeting readily releasable stores of Fe2+ in endolysosomes may be useful in developing effective therapeutic strategies against AD (Figure 9).
Footnotes
Acknowledgements
The authors gratefully acknowledge present and previous members of the Geiger Laboratory.
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Author contribution(s)
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work in the Geiger laboratory was supported by the National Institute of General Medical Sciences under award number P20GM139759, the National Institute of Mental Health under award number R01MH119000, the National Institute of Neurological Diseases and Stroke under award number 2R01NS065957, and the National Institute of Drug Abuse under award number 2R01DA032444.
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Data availability statement
The data presented in this work as well as additional relatable information are available from the corresponding author upon reasonable request.
