Animals
Sixty male C57BL/6 young adults (8–10 weeks) weighing 20g and bred in the vivarium of the Instituto Aggeu Magalhães (Recife, Pernambuco, BR). Before the protocol, the state of the health of mice (activity, interaction with cage mates, and general well-being) was verified. The mice were acclimatized for 7 days before the experiment.
Induced-diet type 2 diabettes
Initially, mice were distributed in the following groups: (A) control (n = 15) – mice that received a standard diet provided by PragSolucões® (www.pragsolucoes.com.br), according to the recommendations of the American Institute of Nutrition (AIN-93G)(Reeves et al. 1993) for 18 weeks; and (B) DM2 (n = 45) – type 2 diabetes mellitus based on obesity induced by high-fat diet (a diet rich in 60% fat) for 18 weeks produced by PragSolucões®, according to the recommendations of AIN-93M (The diet compositions are detailed in a previous study (Ludgero-Correia et al. 2012). 3–4 mice were kept in microisolators under standard conditions (12 h of light / dark cycle, 21º ± 2º C, humidity 60 ± 10%). Each animal was weighed weekly, and the daily food intakes were monitored into the last week of the experimental period (18 weeks). The diet was available at all times (ad libitum).
At the 13th week, the mice were later divided into the following experimental groups: (A) Control (n = 15); (B) DM2 (n = 15); (C) DM2 + Semaglutide (n = 15), (D) DM2 + Fluoxetine (n = 15). The DM2 + Semaglutide group received a high-fat diet and, at the 13th week, Semaglutide (Ozempic ® − 0.05mg/Kg – translational dose) was administered intraperitoneally every seven days for six weeks (Robinson et al., 2019). The DM2 + Semaglutide group received a high-fat diet and, at the 13th week, Fluoxetine (20mg/Kg – translational dose) was administered daily in drinking water for six weeks. Waist circumference was determined using an inelastic measuring tape around the abdomen of the mouse at the midpoint between the animal's mouth and pelvic limbs of the animals (He et al. 2016). The other groups received a vehicle solution i.p., once a week.
After 4 h of fasting, a tail puncture was performed to confirm diabetes induction using a One Touch Ultra Lifescan (Johnson & Johnson) glucometer. The glycemia was performed in the first, thirteenth, and eighteenth week. Then, mice received an intraperitoneal injection of Lidocaine (5%) and Thiopental (0.05g/ml) for euthanasia (Fig. 1). All experiments were conducted by the Ethical Principles in Animal Experimentation and were accepted by the Ethics Committee on the Use of Animals of the Aggeu Magalhães Institute (CEUA 135/2018 - IAM). Insulin resistance (HOMA-IR) was assessed using the homeostasis model assessment index, calculated using the subsequent formula: HOMA-IR = (fasting insulin in µU/ml) × (fasting glucose in mmol/l) / 22.5 (Obadia et al. 2022).
The Tail suspension test (TST)
The TST is a valuable mouse behavioral test in screening potential antidepressant drugs and assessing other manipulations that are expected to affect depression-related behaviors (Can et al. 2012a). Mice were placed upside down, about 40 cm above the floor, with the tape placed 1 cm from the tip of the tail in a position that could not escape or hold onto nearby surfaces. "Immobility" was considered when the animal remained immobile, and its body was vertically suspended. The immobility time was recorded in the last 5 minutes of the test (a total of 6 minutes).
The forced swim test (FST)
The FST is a rodent behavioral test used for the evaluation of antidepressant drugs, antidepressant efficacy of new compounds, and experimental manipulations that are aimed at rendering or preventing depressive-like states (Can et al. 2012b). Briefly, mice are placed individually in an inescapable transparent container filled with water (22–25°C), and their escape-related mobility behavior is measured over six minutes. "Immobility" in the FST was defined as the absence of any movement other than those necessary to balance the body and keep the head above water. Furthermore, we analyzed the last five minutes because most mice are very active at the beginning of the FST, and potential treatment effects may not be evident during the first minute. We monitored the mice by video, and immobility was analyzed using on-screen stopwatch software (Xnote Stopwatch, dnSoft Research Group) for time measurements. In both tests, animals were acclimatized in the testing room for one hour before testing.
T Maze Spontaneous Alternation
The test was performed as described by previous study (RM and JN 2006). Briefly, The T-maze is a horizontally positioned apparatus, either elevated or enclosed, designed in the shape of a T. Mice begin from the base of the T and are given the option to select one of the goal arms connected to the opposite end of the stem. When two consecutive trials are conducted rapidly, the rodent tends to choose the arm that was not previously visited, demonstrating recollection of the initial choice. This phenomenon is referred to as 'spontaneous alternation'.
Elevated Plus Maze Test (EPM)
The T Maze is a behavioral assessment that measures animal exploratory behavior, specifically, rodent models utilized for studying CNS disorders. This test gauges the inclination of rodents to explore new environments, as they display a preference for visiting a new arm of the maze rather than a familiar one
The EPM is a rodent assay to identify anxiolytic pharmacological agents. The plus-maze was made of plywood and consisted of two enclosed arms (21.5 x 7.5 x 20 cm) and two open arms (21.5 x 7.5 cm), which extended from a central 7.5 x 7.5 cm platform. The plus-maze was elevated 38 cm above the floor. We placed the rodent in the center, and its behavior was observed and recorded in each arm. The test relies on the natural aversion of rodents to open spaces, thought to reflect their innate fear of heights and predation. A decrease in the time spent in the open arms and an increase in the time spent in the enclosed arms indicate an anxiety-like behavior (Komada et al. 2008).
Biochemical assessment
The weight of the animals was evaluated after the experiment, as well as the average food consumption (gram/week). All animals were euthanized (as previously described), and a chest incision was made to expose the heart of animals (n = 10–11) to collect the blood. Then, approximately 1 ml of the blood of each mouse was slowly collected by cardiac puncture. Soon after, the blood was centrifuged at 2,300 relative centrifugal force (RCF) for 15 minutes. The serum was applied in a 96-well ELISA plate, and the glucose level (Labtest Diagnótica S.A®, MG, Brazil - Ref. 133), Triglycerides (Labtest Diagnótica S.A®, MG, Brazil - Ref. 87), cholesterol (Labtest Diagnótica S.A®, MG, Brazil - Ref. 76), Insulin (Elabscience, China) and IL-1β (Abcam, catalog number ab100705) was determined by enzymatic systems, respectively. Results were expressed as mean ± standard deviation using GraphPad Prism V6.0.
Immunohistochemistry
The methodological processes for carrying out this technique were previously described(Paiva et al. 2023). The study involved the use of anesthetized animals for transcardiac perfusion. The perfusion process included physiological saline (20 ml) followed by 4% paraformaldehyde (PFA) in 0.1 M phosphate-buffered saline (PBS), pH 7.2. The brains were post-fixed overnight in the same fixative solution and later processed into paraffin to obtain coronal sections (5 µm) using a microtome. The sections were treated with 20 mM citrate buffer at pH 6.0 for antigen retrieval and heated to 100°C for 30 minutes. Subsequently, the sections were incubated with 1% BSA for 1 hour to block peroxidase and then 3% H2O2 for 30 minutes. Following this, the sections were exposed to primary antibodies, including GFAP (Novus Biological, catalog number NB300- 141) at a dilution of 1: 1000 and Iba1 (Wako, catalog number 016–20001) at a dilution of 1: 500, overnight at 4°C and then for 1 hour with biotin-conjugated secondary IgG antibody. Immunohistochemical reactions were amplified using the Kit Dako LSAB + System-HRP, revealed with 3'-3-diaminobenzidine (DAB), and counterstained with Harris Hematoxylin. The labeling intensity in the frontal cortex and hippocampus region was assessed by comparing the groups using the GIMP 2.6.2 program.
Immunofluorescence
The samples (3 animals/per group) were embedded in paraffin, and the sections (5 µm) were cut using a RM 2035 microtome (Reichert S, Leica) and mounted on glass slides, rehydrated, and treated with 20 mM citrate buffer (at pH 6.0) at 100 ° C for 30 min. According to the manufacturer's instructions, the hippocampus sections (5 µm) were submitted to immunohistochemical reactions using the Dako EnVision™ FLEX + kit (Dako, Code: K8002, USA). The primary antibodies were anti-POMC antibody (Abcam, catalog number ab32893) at a dilution 1:1000, anti-occludin (Santa Cruz, catalog number 133256) at a dilution 1:400, anti-GPR43 antibody (Biologic Science, catalog number bs13563) at a dilution of 1: 1000, GLP-1R antibody (Novus Biological, catalog number NLS1205) at a dilution of 1: 100, and NeuN antibody (Novus Biological, catalog number NBP1-77686) at a dilution of 1: 500. The primary antibodies were incubated overnight and then incubated with polyclonal fluor 488 and 546 conjugated secondary antibody against rabbit and mouse immunoglobulin for 1 h. The slices were washed, mounted in gelatin medium, observed under a fluorescence microscope Leica DMI8 system, and processed with the Leica Application Suite LAS software (Leica Microsystems, Wetzlar, Germany). Figures were exported as tiff files with Adobe Photoshop version 8. The number of hippocampal GPR43+/POMC + neurons were quantified from 8 images per group (2 images X 4 animals), and neurons were considered double-positive to POMC and GPR43 when they presented a yellowish-yellow stain (merge). NeuN and GLP-1R positive neurons were also quantified using the same protocol. The occludin expression was quantified in hippocampal areas from 8 images per group (2 images X 4 animals), and pixel density were quantified using the Gimp 2.10.18 program (GNU Image Manipulation Program, UNIX platforms).
Western blot
The hippocampi were rapidly dissected and homogenized in an extraction solution containing protease inhibitor cocktail (10 mM EDTA, Amresco, Solon, USA; 2 mM phenylmethane sulfonyl fluoride, 100 mM NaF, 10 mM sodium pyrophosphate, 10 mM NaVO4, 10 µg of aprotinin / mL and 100 mM Tris, pH 7.4 - Sigma - Aldrich). The samples (4 animals/per group) were mixed and homogenized to form a pool for each group. The homogenates were centrifuged and frozen at -80oC. The proteins (20 µg/µL) were separated on sodium dodecyl sulfate (SDS) polyacrylamide by gel electrophoresis under reduced conditions and were then transferred electrophoretically onto the nitrocellulose membrane (OmniPage mini-vertical protein electrophoresis, Cleaver Scientific). After blocking with 3% BSA, the membranes were incubated overnight with antibodies against to: Phospho-IGF-I Receptor β (Tyr1135/1136 (dilution of 1:1000, Abcam, catalog number: ab6671), IL-1β (dilution of 1:500, Genway, catalog number: GWB-BBP232), p-JNK (dilution of 1:1000, Santa Cruz, catalog number: sc-6254), PI3K p85 alpha (phospho Y607) (dilution of 1:500, Abcam, catalog number: ab182651), AKT (phospho T308) (dilution of 1:500, Abcam, catalog number: ab38449), GLUT4 (dilution of 1:500, Abcam, catalog number: ab654), AMPKα-Phospho (Thr172) (dilution of 1:1000, Cell signaling, catalog number: #2535S), p-PKA ( dilution of 1 :1000, Abcam, catalog number: ab75991), CD220 (dilution of 1 :1000, bdbiosciences, catalog number: 611276), Nitrotirosin (dilution of 1 :1000, Abcam, catalog number: ab7048), ), p-GLP-1R ( dilution of 1 :1000, Novus Biological, catalog number: NLS1205), Serotonin transporter (5-HTT) (dilution of 1 :500, Alomone, catalog number: AMT-004). All primary antibodies were diluted in blocking solution (1,5% BSA, 0.02% Tris phosphate-buffered, and 0.01% Tween). After washing, the membranes were incubated with peroxidase-conjugated anti-rabbit horseradish (HRP) (dilution of 1:8000, Sigma-Aldrich, catalog number: A9169, USA), or anti-rat HRP (1:5000; Sigma-Aldrich, catalog number: A9037, USA), or anti-mouse HRP (1:5000; Sigma-Aldrich, catalog number: A0161, USA). An enhanced chemiluminescence reagent (Super Signal, Pierce, Ref. 34,080) was used to make the labeled protein bands visible in the iBright CL 1000 system (Thermo Fisher Scientific, catalog number: A44241). For quantification, densitometry values were obtained by measuring each band's pixel density using the Image J 1.38 software (NIH, MD, USA). After the visualization of the protein blots with enhanced chemiluminescence, the protein antibodies were stripped from the membranes, which were reprobed with the monoclonal anti-β-actin antibody (dilution 1: 5000, Sigma-Aldrich, catalog number A2228, USA) that was used as a loading control. Protein densitometry was performed using the ImageJ. The results were confirmed by three different repetitions for each investigated protein and statistical analyses were performed with these obtained values.
16S rRNA gene sequence-based microbiota analysis
After euthanasia, feces content (6 mice/group) were collected and processed. The Total DNA extraction was performed. The DNA extracted using magnetic beads(Christoff et al. 2017). Sequencing library preparation for bacterial identification was prepared using the V3/V4 16S rRNA gene 341F (CCTACGGGRSGCAGCAG)(Wang and Qian 2009) and 806R (GGACTACHVGGGTWTCTAAT)(Caporaso et al. 2012) primers and the samples were sequenced in a MiSeq system (Illumina, USA), using the standard Illumina primers provided by the manufacturer kit. Raw data from MiSeq was processed using a pipeline owned by Neoprospecta (Christoff et al., 2017). Illumina FASTQ files had the primers trimmed and their accumulated error evaluated (Phred < 20). Besides, clusters with abundances lower than 2 were removed. Taxonomic ranks were allocated using a 16S rRNA accurate sequence database set at a 99% identity level (Christoff et al., 2017) using blastn v.2.6.0+ (Altschul et al. 1990). The resulting oligotype tables, analogous to traditional OTU tables, were used for calculating alpha-diversity metrics using R (version 4.1.0) and the Phyloseq package. Relative abundance plots were made in R (version 4.1.0).
Statistical analysis
For Microbiome Statistical Analysis the Alpha diversity was computed using the Hill diversity series (Hill, 1973), where q = 0 is the richness, q = 1 is the Shannon’s entropy, and q = 2 is the Reciprocal Simpson index. To evaluate differences in taxonomic profiles between experimental groups, beta diversity was analyzed by using principal coordinate analysis (PCoA). The PCoA was performed on log-ratio transformed values, using Bray-curtis. The analyses were performed in R environment (R Core Team, 2023), using the package vegan (Oksanen, et al. 2020). The parametric data were analysed using analysis of variance (ANOVA-one way) followed by Tukey’s post-test or Holm-Sidak multiple comparisons tests. The data were represented by mean ± SD or mean ± confidence interval, and probability values lower than 0.05 were considered significant.