In vivo AIE model
For in vivo AIE studies, Wistar rats were bred at the University of North Carolina at Chapel Hill (UNC). Subjects were housed in a temperature- (20°C) and humidity-controlled vivarium on a 12 hour/12 hour light/dark cycle (light onset at 7:00 AM), and provided ad libitum access to food and water. This study was conducted in an AAALAC-accredited facility in strict accordance with NIH regulations for the care and use of animals in research. All experimental procedures reported in this study were approved by the Institutional Animal Care and Use Committee at UNC.
On postnatal day (P)21, rats were weaned and randomly assigned to either: (i) AIE or (ii) water control (CON) conditions. From P25 to P54, AIE subjects received a single daily intragastric (i.g.) administration of ethanol (EtOH; 5.0 g/kg, 20% EtOH, w/v) in the morning on a 2 day on/2 day off schedule, and CON subjects received comparable volumes of water on an identical schedule as previously described by our laboratory14, 15. Tail blood was collected 1 h after treatment on P38 (AIE: 169 mg/dL [± 20]) and P54 (AIE: 180 mg/dL [± 22]) to assess blood ethanol concentration (BEC) using a GM7 Analyzer (Analox; London, UK). All subjects evidenced dramatic body weight increases across age (main effect of Age: p = 0.000001, repeated measures ANOVA) that were unaffected by AIE treatment (main effect of Treatment: p = 0.41, repeated measures ANOVA). Subjects were sacrificed on P80 and brain tissue collected for immunohistochemistry (IHC; n = 7–10 subjects/group) and real-time PCR (RTPCR; n = 6–10 subjects/group).
For IHC experiments, animals were anesthetized with sodium pentobarbital (100 mg/kg, i.p.) and transcardially perfused with 0.1 M PBS followed by 4.0% paraformaldehyde. Brains were excised and post-fixed in 4.0% paraformaldehyde for 24 h at 4ºC followed by a 4 d fixation in 30% sucrose solution. Coronal sections were cut (40 µm) on a sliding microtome (MICROM HM450; ThermoScientific, Austin, TX, USA). For RTPCR experiments, animals were anesthetized with a lethal dose of sodium pentobarbital (100 mg/kg, i.p.) and transcardially perfused with 0.1 M PBS, brains excised, and basal forebrain tissue dissected and stored at -80ºC.
Ex vivo organotypic FSC model
Ex vivo FSC studies were conducted using P8 rat neonates from Charles River Laboratory (Wilmington, MA, USA) as previously described13. FSCs were treated with EtOH (100 mM) in media for 4 d (day ex vivo 12–16), unless otherwise indicated, in a dedicated humidified 5.0% CO2 incubator at 36.5ºC containing 1.0 L water saturated with equal concentrations of EtOH to balance EtOH evaporation. For the HMGB1 experiments, FSCs were treated with either disulfide HMGB1 (dsHMGB1; HMGBiotech, Milano, Italy, Cat. #HM-121; 0.1–100 ng/mL) or fully reduced HMGB1 (rHMGB1; HMGBiotech, Cat. #HM-115; 0.1–10 ng/mL). In some experiments, FSCs were treated with glycyrrhizin (HMGB1 inhibitor [Sigma-Aldrich, St. Louis, MO, Cat. #G2137; 100 µM])25, LPS-RS (TLR4 antagonist [InvivoGen, San Diego, CA, USA, Cat. #tlrl-prslps; 100 ng/mL])25, FPS-ZM1 (RAGE antagonist [Tocris, Bristol, UK, Cat. #945714-67-0; 10-1000 nM]), or UNC0642 (G9a inhibitor [Santa Cruz, Dallas, TX, USA, Cat. #sc397059; 1.0 µM])13 in combination with EtOH or HMGB1 as described in the Results section. For knockdown of REST, a Silencer Select REST siRNA cocktail and Silencer Select scrambled negative control siRNA (Ambion, Grand Island, NY, USA, Cat. #136124 [100 nM], #136125 [100 nM], #136126 [100 nM]; negative control siRNA, Cat. #4390843) was used based on the protocol for transfection as previously described13. For prevention studies, FSCs were transfected for 6 h prior to the addition of EtOH for 4 d. For the restoration studies, FSCs were treated with EtOH for 4 d, media changed and well inserts containing slices rinsed with fresh media, and transfected for 4 d. At the end of experimentation, slices were collected from tissue inserts for analysis.
For IHC studies, membrane tissue inserts were collected from each well (n = 3–6 wells/group), fixed in a solution of 4.0% paraformaldehyde and 5.0% sucrose in 0.1 M PBS (pH 7.4) for 24 h, and stored in 0.1 M PBS. For RNA (n = 6 wells/group) and DNA (n = 10 wells/group) extraction, slices were rinsed in cold 0.1 M PBS, removed from membrane tissue inserts, and stored at -80ºC.
Post-mortem Human Basal Forebrain Tissue
Post-mortem human basal forebrain paraffin-embedded tissue samples from moderate drinking CON and AUD individuals (n = 10 subjects/group) were obtained from the New South Wales Brain Tissue Resource Centre (NSW BTRC [Ethnics Committee Approval Number: X11-0107]) at the University of Sydney (supported by the National Health and Medical Research Council of Australia-Schizophrenia Research Institute and the National Institute of Alcohol Abuse and Alcoholism [NIH (NIAAA) R24AA012725]). Subject information was collected from personal and next-of-kin interviews as well as medical records and is presented in Table 1. Only individuals with AUD uncomplicated by liver cirrhosis and/or nutritional deficiencies were included in the present study, and AUD diagnoses confirmed using the Diagnostic Instrument for Brain Studies that complies with the Diagnostic and Statistical Manual of Mental Disorders26.
Table 1
Demographics of post-mortem human male moderate drinking control (CON) and alcohol use disorder (AUD) individuals.
Classification | Age of Death | Brain Weight (g) | PMI (h) | Brain pH | RIN | Clinical Cause of Death | Age of Drinking Onset | Lifetime Alcohol Consumption (kg) | Years Drinking | BMI (kg/m2) |
CON | 53 | 1590 | 16 | 6.8 | 7.9 | Cardiac | 25 | 102 | 28 | 26 |
CON | 48 | 1330 | 24 | 6.7 | 6.9 | Cardiac | 25 | 17 | 23 | 24 |
CON | 44 | 1220 | 50 | 6.6 | 7.1 | Cardiac | 25 | 28 | 19 | 28 |
CON | 60 | 1420 | 28 | 6.8 | 8 | Cardiac | 25 | unknown | 35 | 29 |
CON | 46 | 1320 | 29 | 6.1 | 4.4 | Cardiac | 25 | 115 | 21 | unknown |
CON | 24 | 1490 | 43 | 6.3 | 6.2 | Cardiac | 20 | 15 | 4 | 38 |
CON | 50 | 1426 | 30 | 6.4 | 7.5 | Cardiac | 25 | unknown | unknown | 28 |
CON | 62 | 1430 | 46 | 7 | 8.8 | Cardiac | 25 | 5 | 7 | 33 |
CON | 50 | 1596 | 40 | 6.9 | 8.6 | Cardiac | 25 | 18 | 25 | 29 |
CON | 40 | 1441 | 27 | 6.8 | 7.4 | Cardiac | 25 | 47 | 16 | 35 |
AUD | 25 | 1400 | 43.5 | 6.7 | 6.9 | Toxicity | 16 | 552 | 9 | 19 |
AUD | 50 | 1520 | 17 | 6.3 | 7 | Cardiac | 18 | 2453 | 32 | 24 |
AUD | 44 | 1360 | 15 | 6.5 | 7.9 | Cardiac | 20 | 639 | 10 | 24 |
AUD | 42 | 1400 | 41 | 6.5 | 8 | Toxicity | 18 | 1472 | 24 | 24 |
AUD | 45 | 1580 | 18.5 | 6.6 | 7.9 | Respiratory | 15 | 1800 | 29 | 29 |
AUD | 61 | 1588 | 59 | 6.6 | 6.1 | Cardiac | 16 | 8052 | 43 | 25 |
AUD | 49 | 1600 | 44 | 6.4 | 6.4 | Cardiac | 16 | 1012 | 33 | 26 |
AUD | 49 | 1420 | 16 | 6.2 | 6.2 | Cardiac | 14 | 613 | 35 | 33 |
AUD | 61 | 1340 | 23.5 | 6.9 | 8.3 | Cardiac | 17 | 5621 | 44 | 25 |
AUD | 50 | 1470 | 34.5 | 6.9 | 7.3 | Respiratory | 16 | 5212 | 34 | 28 |
Age of drinking onset is significantly different (t(18)=-10.7, p = 0.0001) between CON (24.5 ± 0.5) and AUD individuals (16.6 ± 0.5). Lifetime alcohol consumption (CON: 43 kg ± 15, AUD: 2743 kg ± 829; t(9.0) = 3.3, p = 0.010, Welch's t test) and body mass index (BMI; CON: 30 kg/m2 ± 1, AUD: 26 kg/m2 ± 1; t(17)=-2.3, p = 0.035) are significantly different between groups. No differences were observed regarding age of death (p = 0.983), brain weight (p = 0.401), post-mortem interval (PMI; p = 0.728), brain pH (p = 0.502), RNA integrity number (RIN; p = 0.869), or years drinking (p = 0.077). |
Immunohistochemistry
Free-floating basal forebrain in vivo and ex vivo immunohistochemistry experiments were conducted as previously described13–15, 27. Sections were incubated in a primary antibody solution containing blocking solution with either goat anti-ChAT (Millipore, Temecula, CA, USA, Cat. #AB144P) or rabbit anti-REST (Abcam, Cambridge, MA, USA, Cat. #ab202962). Negative control for non-specific binding was conducted on in vivo sections employing the above-mentioned procedures, omitting the primary antibody.
Immunohistochemical assessment of paraffin-embedded post-mortem human basal forebrain sections were conducted as previously described12, 27, 28. Slides were incubated in a primary antibody solution containing Dako antibody diluent (Dako North America, Carpinteria, CA, Cat. #S0809) and rabbit anti-REST (Bioss Antibodies, Woburn, MA, Cat. #bs-2590R).
Microscopic Quantification And Image Analysis
Across experiments, BioQuant Nova Advanced Image Analysis software (R&M Biometric, Nashville, TN, USA) was used for image capture and quantification of IHC. Representative images were captured using an Olympus BX50 microscope and Sony DXC-390 video camera linked to a computer. For each measure, the microscope, camera, and software were background-corrected and normalized to preset light levels to ensure fidelity of data acquisition. A modified unbiased stereological quantification method was used, which was performed by experimenters blind to treatment, to quantify ChAT + IR and REST + IR cells in the basal forebrain. We previously reported that comparison of traditional unbiased stereological methodology with our modified unbiased stereological approach yielded nearly identical values for heterogeneously distributed cell populations29. The outlined regions of interest were determined and data expressed as cells/mm2. ChAT + IR somal size was assessed using BioQuant Nova Advanced Image Analysis software (R&M Biometric).
Fluorescent immunohistochemistry and microscopy
Paraffin-embedded human basal forebrain sections were deparaffinized, washed in PBS, and antigen retrieval performed by incubation in Citra solution (BioGenex) for 1 h at 70°C. Following incubation in blocking solution (MP Biomedicals), slides were incubated for 48 h at 4°C in a primary antibody solution consisting of Dako antibody diluent (Dako North America) with rabbit anti-REST (Bioss Antibodies) and goat anti-ChAT (Millipore). Slides were washed in PBS and incubated for 1 h at room temperature with Alexa Fluor 488 (Invitrogen, Cat. #A32814) and Alexa Fluor 594 (Invitrogen, Cat. #A21207) secondary antibodies. Secondary-only negative controls were performed without primary antibody incubation. Immunofluorescent images were obtained using a Nikon DS-Ri2 scope (Nikon Inc., Melville, NY) and colocalization quantified using NIS Elements AR46 analysis software (Nikon Inc.).
ELISA
At the conclusion of FSC studies, media was collected and used for detection of released HMGB1. HMGB1 ELISA was performed according to the manufacturer’s protocol (IBL International, Hamburg, Germany, Cat. #ST51011).
RNA extraction and RTPCR
Across experiments, total mRNA was extracted and reverse transcribed from in vivo basal forebrain and ex vivo FSC samples as previously described16, 30, 31. RTPCR reactions were run on a BioRad CFX system (BioRad, Hercules, CA, USA) and primer sequences are presented in Table 2. Differences in primer extension of genes of interest between groups are expressed as cycle time (Ct) values normalized to a housekeeping gene (i.e., β actin or 18S), and relative differences between groups calculated using the ΔΔCt method and expressed as the percent difference relative to CONs.
Table 2
List of primer sequences for RTPCR analysis.
Primer | Forward | Reverse |
Ache | GACTGCCTTTATCTTAATGTG | CGGCTGATGAGAGATTCATTG |
Acly | CAGCAGGACAGCGTCTTTTTC | GGGATCTTGGACTTGGGACT |
Ccl2 | CTGGGCCTGTTGTTCACAGTTGC | CTACAGAAGTGCTTGAGGTGGTTG |
Cd11b | CTGGTACATCGAGACTTCTC | TTGGTCTCTGTCTGAGCCTT |
Chat | GCCCAACCAAGCCAAGCAAT | AAATGTCTTTGCGGGTGCCG |
Chrm2 | CCATCAATCCGGCCTGCTAT | TCGCTGTTCTTCCCCAAGAC |
Chrna6 | GTCGATGCCTCTGGCTACAA | CACCACAATGGACAGCGTGA |
Chrna7 | TTCTCCTCTATAACAGTGCTGATG | GACCACCCTCCATAGGACCA |
Chrnb2 | GACCACATGCGAAGTGAGGA | AAGATCCACAGGAACAGGCG |
Cht | CATCACAGAACCTCACTCACAC | GCAAGAGGCTGAAACATTTGGG |
G9a | CTCCGGTCCCTTGTCTCC | CTATGAGAGGTGTCCCCCAA |
Gfap | AATGACTATCGCCGCCAACT | CGAGTGCCTCCTGGTAACTC |
Hmgb1 | ATGGGCAAAGGAGATCCTA | ATTCATCATCATCATCTTCT |
Iba1 | GGCAATGGAGATATCGATA | AGAATCATTCTCAAGATGGC |
Il1β | GAAACAGCAATGGTCGGGAC | AAGACACGGGTTCCATGGTG |
Il6 | CTGGTCTTCTGGAGTTCCGTT | GGTCTTGGTCCTTAGCCACTC |
Lhx8 | GCCTTGGTAGAGGAGAAGGTC | TGGCTGGCTTTGGATGATTGA |
Neun | CCCACCACTCTCTTGTCCGT | GGGCCGATGGTATGATGGTAG |
Ngfr | GCTGCTGATTCTAGGGATGTC | CAGTCTCCTCGTCCTGGTAGT |
Rage | CAGTAGGAAGTGGGGCAGAC | ATGGCACAGGTCAGGGTCAC |
Rest | ACTACACGGCACACCTGAAG | GAGGTTTAGGCCCGTTGTGA |
Tnfα | ATGTGGAACTGGCAGAGGAG | ACGAGCAGGAATGAGAAGAAG |
Tlr4 | CCAGAGCCGTTGGTGTATCT | TCAAGGCTTTTCCATCCAAC |
Trka | CCATATCAAGCGCCAGGACA | GCAGTTTTGCATCAGGTCCG |
Vacht | AGGCCACATCGTTCACTCTC | GGCGGTTCATCAAGCAACAC |
β actin | CTACAATGAGCTGCGTGTGGC | CAGGTCCAGACGCAGGATGGC |
18s | CGGGGAATCAGGGTTCGATT | TCGGGAGTGGGTAATTTGCG |
Chromatin Immunoprecipitation (Chip)
ChIP was performed as previously described by our laboratory13–15. Sheared chromatin was incubated overnight at 4°C with validated ChIP-grade antibodies against H3K9me2 (Abcam, Cat. #ab1220) or REST (Millipore, Cat. #17–641). The resulting DNA was quantified using qPCR with SSOAdvanced Universal SYBR Green Supermix (Life Technologies, Cat. #4367659) and primers for promoter and promoter CpG islands at Chat, Trka, and Lhx8 genes (Table 3). The ΔΔCt method was used to determine fold occupancy relative to CONs and was normalized to the Input DNA fraction.
Table 3
List of primer sequences for ChIP analysis.
Primer | Forward | Reverse | Target |
Chat Promoter | ACTTGATTGCTGCCTCTCTC | GGGATGGTGGAAGATACAGAAG | Promoter |
Chat CpG Promoter | TGCATCTGGAGCTCAAATCGT | GGGGATAGTGGTGACGTTGT | Promoter CpG island |
Trka Promoter | CCTCACCGTGCACTTTACCT | AGGGTCTGGAGAGCGTACAT | Promoter |
Trka CpG Promoter | TCAAGCAAGGCTCCGAACAG | CACAGGGTGGCGCTAGAAG | Promoter CpG island |
Lhx8 Promoter | ATCGGAGGCGGTGTATGTTC | TGGGCCTGGTTCGGATTAAG | Promoter |
Statistical analysis
Statistical analysis was performed using GraphPad Prism 8 (San Diego, CA). Two-tailed Student’s t tests were used to assess BECs, RTPCR, IHC, and ChIP data. Levene’s test for equality of variance was performed for each analysis. When reported in the Results, Welch’s t tests were used to assess data with unequal variances. All time course and dose response data was assessed using a one-way ANOVA with follow-up Dunnett’s multiple comparison tests or Sidak correction for multiple comparisons. Body weight data was assessed using repeated measures ANOVA. Pharmacological studies were analyzed using 2 × 2 ANOVAs with Tukey’s HSD post-hoc analyses when appropriate. If significant interactions were not observed, follow-up t tests were performed to determine pharmacological blockade. Two-tailed Pearson’s r was used for correlative analyses. All values are reported as mean ± SEM.