2.1 Human samples
2.1.1 Post-mortem human brain tissue
Frozen frontal cortex tissue blocks of non-demented controls (n = 9) and individuals with FTLD pathology (FTLD = 44; FTLD-Tau = 21 and FTLD-TDP = 23) were obtained from the Netherlands Brain Bank (n = 26) and the CIEN Foundation Brain bank (n = 27; BT-CIEN, Madrid, Spain). The FTLD-Tau group included cases with different underlying tauopathies such as progressive supranuclear palsy (PSP, n = 8), pick disease (PiD, n = 4), and corticobasal degeneration (CBD, n = 3). Cases with underlying MAPT mutation (n = 6, related to Tau pathology) or C9orf72 (n = 7) and GRN (n = 1) mutations (related to TDP pathology) were also included [21, 29, 30]. Frontal cortex tissue blocks were homogenized with tissue protein extraction reagent (T-PER, 0.1 g/mL, Thermo Fisher Scientific, Waltham, USA) containing EDTA-free protease inhibitor cocktail (1:25, Roche, Basel, Switzerland) and phosphatase inhibitor (1:10, Roche, Basel, Switzerland). Tissue homogenates were centrifuged at 10.000 g for 5 minutes at 4°C. Thereafter, total protein content was measured with the Pierce™ BCA Protein Assay Kit (Thermo Fisher Scientific). Brain lysates were aliquoted and stored at -80°C until further analysis.
Paraffin-embedded frontal cortex tissue of non-demented controls (n = 9) and individuals with FTLD pathology (FTLD = 18; FTLD-Tau = 12 and FTLD-TDP = 6) were similarly obtained from the Netherlands Brain Bank (n = 9) and BT-CIEN (n = 18). In the FTLD-Tau group, PSP (n = 5), PiD (n = 3), CBD (n = 1) patients and MAPT mutation carriers (n = 3) were included. The FTLD-TDP group included individuals with mutation in the C9orf72 gene (n = 3). Sections of 5-µm thick were mounted on tissue slides (Superfrost® plus, Menzel Glaser, Braunschweig, Germany) and dried overnight at 37°C.
Pathological diagnosis was performed following established guidelines [31, 32]. All donors or their next of kin provided written informed consent for brain autopsy and the use of medical records for research purposes. An overview of patient demographics is presented in Table 1.
Table 1
Demographic data post-mortem tissue
Frozen tissue blocks | Control | FTLD (total) | FTLD-Tau | FTLD-TDP |
n (M/F) | 9 (5/4) | 44 (20/24) | 21 (8/13) | 23 (12/11) |
Age, years (mean ± SD) | 69 (11) | 68 (9) | 69 (11) | 67 (8) |
PMD, hours (mean ± SD) | 6,9 (2,8) | 6,3 (3,5) | 5,5 (2,1) | 6,9 (4,1) |
FTLD Subclassifications | | | 8 PSP | 7 C9orf72 |
| | | 4 PiD | 1 GRN |
| | | 3 CBD | 15 sporadic$ |
| | | 6 MAPT | |
Paraffin-embedded tissue | Control | FTLD (total) | FTLD-Tau | FTLD-TDP |
n (M/F) | 9 (3/6) | 18 (9/9) | 12 (5/7) | 6 (4/2) |
Age, years (mean ± SD) | 69 (9) | 69 (10) | 67 (10) | 72 (9) |
PMD, hours (mean ± SD) | 5 (3,4) | 6 (1,9) | 6,2 (2,3) | 5,7 (1,6) |
FTLD Subclassifications | | | 5 PSP | 3 C9orf72 |
| | | 3 PiD | 3 sporadic$ |
| | | 1 CBD | |
| | | 3 MAPT | |
$ Sporadic cases were confirmed for TDP pathology by autopsy. |
FTLD, frontotemporal lobar degeneration; TDP, TAR DNA-binding protein; PSP, progressive supranuclear palsy; CBD, corticobasal degeneration; PiD, Pick Disease; n, number of cases; M, male; F, female; PMD, post-mortem delay; SD, standard deviation |
2.1.2 Ante-mortem human CSF
CSF samples were obtained from the Amsterdam dementia cohort (n = 27) [33, 34] and the Erasmus Medical Center (n = 13). The total CSF cohort included controls (subjective cognitive decline, n = 14) and FTD cases with known underlying neuropathology (n = 26, FTLD-Tau = 12, FTLD-TDP = 14). FTLD-Tau was confirmed based on autopsy (n = 6) or MAPT mutation (n = 3). The FTLD-Tau group was enriched with patients clinically diagnosed with PSP (n = 3), which is primarily associated with Tau neuropathology [35]. The FTLD-TDP group included autopsy-confirmed cases (n = 9) and patients with GRN (n = 1) or C9orf72 (n = 1) mutations. The FTLD-TDP group was further enriched with FTD cases that presented with amyotrophic lateral sclerosis (FTD-ALS, n = 3), which associates with TDP pathology [36].
Patients underwent cognitive and neurological assessments and FTD diagnosis was determined according to consensus criteria [31, 37]. The control group consisted of cases with subjective cognitive decline, while other neurological or biochemical assessments were normal (CSF total-Tau/Aβ42 ratio < 0.52 [38])and did not meet the criteria for mild cognitive impairment, dementia, or another neurological disorder [39, 40]. Informed consent from all participants in this study was obtained. Patient characteristics are presented in Table 2.
Table 2
Demographic data of CSF samples
| Control | FTD (total) | FTLD-Tau | FTLD-TDP |
n (M/F) | 14 (6/8) | 26 (12/14) | 12 (4/8) | 14 (8/6) |
Age, years (mean ± SD) | 63 (9) | 60 (9) | 59 (12) | 60 (5) |
FTLD Subclassifications | | | 3 PSP | 3 FTD-ALS |
| | | 3 MAPT | 1 GRN |
| | | 6 sporadic$ | 1 C9orf72 |
| | | | 9 sporadic$ |
$ Sporadic cases were confirmed for FTLD pathology by autopsy. |
FTD, Frontotemporal dementia; FTLD, frontotemporal lobar degeneration; TDP, TAR DNA-binding protein; n, number of cases; M, male; F, female; y, years; PSP, progressive supranuclear palsy; PiD, Pick Disease; ALS, Amyotrophic lateral sclerosis; SD, standard deviation |
2.3 Western Blot
CSF (30 µL), frontal cortex lysates (10 µg) or human APOL1 recombinant protein (5 ng, 1 – 398 aa, SinoBiological, Wayne, USA) were prepared in sample buffer (0.03 M Tris, 2% SDS, 10% glycerol, 50mM DTT, 0.1 mM bromophenol blue) and heated for 5 minutes at 95°C. Electrophoresis was performed with 1.5 mm NuPAGE Novex 4-12% Bis-Tris Protein Gels (Thermo Fisher Scientific) and immunoblotting was performed as previously described (Y.S Hok-A-Hin et al. submitted). The following primary antibodies were used: monoclonal mouse anti-human APOL1 antibody (1:20.000, ProteinTech, Manchester, UK), polyclonal rabbit anti-human APOL1 antibody (1:1000, Novus Biologicals, Centennial, USA), or monoclonal mouse anti-human Actin antibody (1:5000, clone AC-40, Sigma-Aldrich, Saint Louis, USA). Frontal cortex lysates were quantified for APOL1 (ProteinTech) and Actin (Sigma-Aldrich) protein signals with the ImageLabTM software version 3.0 (Bio-Rad, Hercules, USA). The specificity of the mouse anti-APOL1 antibody (ProteinTech) was supported by antibody pre-absorption. The anti-APOL1 antibody was incubated 24 hours at 4°C with 200 molar excess of its specific antigenic peptide (1 – 238 aa, ProteinTech), before incubation with the immunoblot.
2.4 Immunohistochemistry
Immunohistochemistry (IHC) of frontal cortex sections was performed as previously described (Y.S Hok-A-Hin et al. submitted). In brief, sections were deparaffinized and boiled for 15 minutes in a microwave with sodium citrate buffer (10 mmol/L pH 6.0) to perform antigen retrieval. Sections were incubated overnight at 4°C in a humid environment with mouse anti-human APOL1 antibody (1:1000, ProteinTech) in antibody diluent (Immunologic, Duiven, The Nederlands). After washing with PBS, sections were incubated with EnVision (anti-mouse/rabbit HRP, undiluted; DAKO, Glostrup, Denmark) for 1 hour at room temperature (RT). The colour was developed using 3,3’ diaminobenzidine tetrahydrochloride dihydrate (DAB; 0.1 mg/mL, 0.02% H2O2, DAKO) for 10 minutes as the chromogen. Nuclei were stained with hematoxylin and section were mounted with Quick-D mounting medium (Klinipath, Duiven, The Nederlands). The specificity of the mouse anti-human APOL1 antibody (ProteinTech) for IHC was also tested by pre-absorption. First, the anti-APOL1 antibody was pre-absorbed for 24 hours at 4°C with 200 molar excess of its specific antigenic peptide (1 – 238 aa, ProteinTech), thereafter, sections were incubated with the pre-absorbed antibody overnight at 4°C.
Double immunohistochemistry experiments were performed to determine the association of APOL1 with phosphorylated Tau (pTau) and phosphorylated TDP-43 (pTDP43). Sections were incubated overnight at 4°C with mouse anti-APOL1 (1:1000, ProteinTech) and either rabbit anti-pTau (AT8, 1:1000, Abcam) or anti-pTDP43 (Ser409 + 410, 1:500, ProteinTech) diluted in antibody diluent (Immunologic). Thereafter, sections were incubated with polyclonal goat anti-mouse HRP (1:150, DAKO) and anti-rabbit biotin (1:300, DAKO) antibodies for 1 hour at RT. Next, a one-hour incubation with streptavidin-alkaline phosphatase (1:100, 1000U, Roche) diluted in antibody diluent (Immunologic) was performed. APOL1 immunoreactivity was first visualized with DAB (0.1 mg/mL, 0.02% H2O2, DAKO). Thereafter, sections were emerged in Tris-HCL buffer (0.2M, pH 8.5) and pTau and pTDP43 immunoreactivity were visualized with Liquid permanent red solution (1:100, DAKO). Nuclei were stained with hematoxylin and section were mounted with Aquatex® (Merck, Darmstadt, Germany).
Semi-quantitative analysis of APOL1 immunoreactivity was performed with the QuPath software [41] (version 0.1.2, Queen’s University of Belfast, Ireland) including five microscopic areas randomly selected per section, acquired at 200x magnification. APOL1 immunoreactivity was determined by using the DAB positive pixel count (thresholds: down-sample factor = 4, Gaussian sigma = 2, hematoxylin threshold (negative) = 0.1, DAB threshold (positive) = 0.3). This threshold was applied for all images (supplementary figure 1). The analysis was performed by a researcher who was blinded from the diagnosis.
2.5 In-house APOL1 Immunoassay
An immunoassay specific for APOL1 was developed following recommended procedures [42, 43]. High-binding 96-well microplates (Costar, New York, USA) were coated with capture antibody (1µg/mL of mouse anti-human APOL1, ProteinTech) in coating buffer (0.1 M Na2CO3, 0.1 M NaHCO3, pH 9.6) and incubated overnight at RT. Next, plates were rinsed with PBS and blocked with 0.5% Casein, 0.1% Gelatin in Tris buffer (20 mM Tris-HCl + 50 mM NaCl, pH 7.5) for 1.5 hours at RT. Thereafter, plates were washed with washing buffer (Tris buffer containing 0.05% Tween-20) and incubated with samples (brain lysates (1:50) or CSF (1:4)) for 2 hours at RT. The standard curve was prepared with human APOL1 Recombinant Protein (SinoBiological) using the following concentrations: 160, 80, 40, 20, 10, 5, and 2.5 ng/mL diluted in Tris buffer. After a washing step, samples were incubated with a detection antibody (5µg/mL of rabbit anti-human APOL1, Novus Biologicals) for 1 hour at RT. Plates were then washed and incubated with polyclonal swine anti-rabbit IgG/HRP (1:2000, DAKO). After washing, plates were incubated with substrate tetramethylbenzidine/dimethylsulfoxide (TMB/DMSO, 10mg/mL) in substrate buffer (0.1 M C6H8O7, 0.1 M NaOAc, pH 4.0) containing 0.03% H2O2 for 10 minutes and the reaction was stopped using 1 M H2SO4. The absorbance was read at 450 nm. APOL1 concentrations measured in brain lysates were corrected for the total protein content.
Our in-house APOL1 immunoassay was validated for CSF following the international guidelines for immunoassay validation [43]. In brief, parallelism was performed by using a 2-times serial dilution of four CSF samples. Recovery was evaluated by spiking five CSF samples with a low (5 ng/mL), medium (50 ng/mL), or a high (100 ng/mL) spike of the APOL1 recombinant protein (SinoBiological). Dilution linearity was performed by spiking three CSF samples with APOL1 recombinant protein (1600 ng/mL, SinoBiological) following a 4-times serial dilution. The effect of freeze/thawing on APOL1 levels was also assessed. Pooled CSF samples were aliquoted and exposed for 1, 2, 3, 5 and 7 freeze/thaw cycles, samples were thawed for 2 hours at RT and freezing at -80°C for minimal 12 hours. Reference aliquots were stored directly at −80°C. The intra- and inter-assay coefficient variations (CV) were established as < 3% and < 8% for brain lysates and < 4% and < 11% for CSF.
2.6 YKL-40 Immunoassay
CSF protein levels for another FTD-relevant biomarker, YKL-40 were previously measured in a subset of cases (11 controls and 19 FTD patients) using the MicroVue YKL-40 enzyme immunoassay (Quidel Corporation, San Diego, USA) [8, 44]. This assay was validated for analysis in CSF with intra- and inter-assay of CV < 4% and 11% [8, 44].
2.7 Statistical Analysis
Statistical analysis was carried out using IBM SPSS statistics (version 26, IBM, Armonk, NY) and graphs were plotted with GraphPad Prism (version 9.1.0, San Diego, USA). The normality of the data was assessed with the Shapiro-Wilk test. The effect of potential covariates (i.e age, sex and center) were analyzed by Spearman correlation analysis and Mann-Whitney U tests. Differences in APOL1 levels between groups were evaluated either by analysis of covariance (ANCOVA) with log-transformed data including center as a covariate or Kruskal-Wallis test, when applicable. Bonferonni post-hoc analysis was applied. Pearson correlation analysis was performed to analyze the association of CSF APOL1 levels with YKL-40. Values of p < 0.05 were considered significant.