ORIGINAL RESEARCH article

Front. Endocrinol., 10 February 2023

Sec. Translational and Clinical Endocrinology

Volume 14 - 2023 | https://doi.org/10.3389/fendo.2023.1093592

The molecular phenotype of kisspeptin neurons in the medial amygdala of female mice

  • 1. Department of Neuroscience and Experimental Therapeutics, Albany Medical College, Albany, NY, United States

  • 2. Department of OBGYN and Reproductive Sciences, University of California, San Diego, La Jolla, CA, United States

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Abstract

Reproduction is regulated through the hypothalamic-pituitary-gonadal (HPG) axis, largely via the action of kisspeptin neurons in the hypothalamus. Importantly, Kiss1 neurons have been identified in other brain regions, including the medial amygdala (MeA). Though the MeA is implicated in regulating aspects of both reproductive physiology and behavior, as well as non-reproductive processes, the functional roles of MeA Kiss1 neurons are largely unknown. Additionally, besides their stimulation by estrogen, little is known about how MeA Kiss1 neurons are regulated. Using a RiboTag mouse model in conjunction with RNA-seq, we examined the molecular profile of MeA Kiss1 neurons to identify transcripts that are co-expressed in MeA Kiss1 neurons of female mice and whether these transcripts are modulated by estradiol (E2) treatment. RNA-seq identified >13,800 gene transcripts co-expressed in female MeA Kiss1 neurons, including genes for neuropeptides and receptors implicated in reproduction, metabolism, and other neuroendocrine functions. Of the >13,800 genes co-expressed in MeA Kiss1 neurons, only 45 genes demonstrated significantly different expression levels due to E2 treatment. Gene transcripts such as Kiss1, Gal, and Oxtr increased in response to E2 treatment, while fewer transcripts, such as Esr1 and Cyp26b1, were downregulated by E2. Dual RNAscope and immunohistochemistry was performed to validate co-expression of MeA Kiss1 with Cck and Cartpt. These results are the first to establish a profile of genes actively expressed by MeA Kiss1 neurons, including a subset of genes regulated by E2, which provides a useful foundation for future investigations into the regulation and function of MeA Kiss1 neurons.

1 Introduction

Reproduction is regulated by gonadotropin-releasing hormone (GnRH) secreted from neurons in the hypothalamic forebrain. Activation of GnRH neurons, and hence the reproductive axis, requires kisspeptin, a neuropeptide encoded by the Kiss1 gene. Humans and mice with gene mutations in Kiss1 or its receptor, Kiss1r, exhibit significantly disrupted reproduction, including incomplete sexual maturation and infertility (13). Kisspeptin treatment potently stimulates LH and FSH release (47) via direct stimulation of GnRH neurons, which express Kiss1r (411). Thus, kisspeptin is both necessary and sufficient for GnRH release and regulation of the reproductive axis. Neurons expressing Kiss1 have been detected in several distinct brain areas, including the anteroventral periventricular (AVPV) and periventricular (PeN) nuclei (referred to as AVPV here; also commonly called the RP3V) and arcuate (ARC) nuclei of the hypothalamus, as well as in several extra-hypothalamic areas, including the medial amygdala (MeA), bed nucleus of the stria terminalis, and the lateral septum (7, 8, 1220).

Hypothalamic Kiss1 neurons in the AVPV and ARC have been well-studied and are known to be regulated by testosterone (T) and estradiol (E2) (1315). In the ARC, sex steroids inhibit ARC Kiss1 expression, whereas the removal of sex steroids increases ARC Kiss1 levels, suggesting that kisspeptin neurons in the ARC are involved in sex steroid negative feedback (1315). In contrast, in the AVPV, Kiss1 levels are increased by sex steroids, particularly E2 (1315), suggesting that AVPV Kiss1 neurons participate in the E2- mediated positive feedback that triggers the preovulatory LH surge in females (21, 22). E2 regulation of AVPV and ARC Kiss1 levels occurs specifically via estrogen receptor α (ERα), which is highly expressed in both of these Kiss1 populations (13, 14, 18, 23, 24). Recent RNA-seq studies of AVPV and ARC Kiss1 neurons reported other co-expressed genes in these specific cell populations that also respond to E2 treatment (2527), including hormone receptors such as Pgr, Ghsr, and Npr2 (26, 27).

MeA Kiss1 expression is also regulated by sex steroids. Similar to AVPV Kiss1 expression, MeA Kiss1 levels dramatically increase with T or E2 exposure in both sexes and fall to nearly undetectable levels in the absence of sex steroids (17, 18, 20, 28). However, the non-aromatizable androgen, DHT, has no stimulatory effect on MeA Kiss1 expression (17), which suggests that the observed upregulation of MeA Kiss1 expression by T is mediated by E2 signaling after aromatization; this possibility is supported by the presence of high aromatase expression in the MeA region (17, 2931). As with Kiss1 in the AVPV and ARC (14, 23), data from ErαKO and ERβKO mice show that the ERα receptor subtype is required for E2’s upregulation of MeA Kiss1 levels (18). Despite these findings demonstrating that Kiss1 expression in the MeA is potently stimulated by E2, the functional significance of this E2 stimulation is still currently unknown. In contrast to their E2-induced upregulation, MeA Kiss1 levels are inhibited by GABA signaling through GABABR. This is evidenced by very high Kiss1 expression in the MeA, but not the AVPV or ARC, of GABABR knockout mice of both sexes (19, 20). Whether this GABA effect is direct or indirect is still unknown, though MeA Kiss1 neurons are reported to expressed GABABR as determined with in situ hybridization (19).

At present, E2 and GABA, acting via ERα and GABABR respectively, are the only known regulators of MeA Kiss1 neurons. In fact, almost nothing is known about the identities of other receptors, co-transmitters and signaling factors, and transcription factors that are expressed by this specific kisspeptin neuron population, or whether other genes in MeA kisspeptin neurons are also altered by E2 signaling. This lack of knowledge of the phenotype of MeA Kiss1 neurons has limited our understanding of possible functions of this kisspeptin population. The MeA has numerous behavioral and physiological functions, including effects on puberty, as well as reproductive physiology and behavior (3237) and other non-reproductive behaviors (3844). Classic studies found that lesions of the entire MeA disrupt ovarian cycles and impair E2 positive feedback in female rodents (3537). Conversely, acute electrical stimulation of the MeA region of E2-primed ovariectomized (OVX) females induced high LH secretion (34), indicating that the MeA might facilitate E2 positive feedback of the LH surge. However, the mechanisms by which the MeA influences reproductive hormone release are still unknown, as is the identity of the specific MeA cell types responsible for these effects. Because kisspeptin can potently stimulate GnRH neurons (10, 11) and the MeA projects both directly and indirectly to the POA where GnRH neurons reside (4548), it remains possible that MeA Kiss1 neurons participate in the regulation of the reproductive axis by acting directly or indirectly on GnRH neurons. Some recent optogenetic and chemogenetic mouse studies have begun to address this possibility (39, 4951), but this is still currently not well understood. Thus, at present, the various functional roles of MeA kisspeptin neurons remain unknown, in part due to our limited understanding of the detailed phenotype of those specific kisspeptin neurons.

Recent studies have begun to detail the molecular phenotype of the two kisspeptin populations in the hypothalamus. Using the RiboTag technique coupled with RNA-seq, we recently reported the identification of >13,000 genes that are expressed in AVPV Kiss1 neurons of female mice (25). In that study, we also identified numerous AVPV Kiss1 neuron transcripts that are differentially regulated by E2, such as Pgr, Th, Cartpt, and Gal. Two subsequent reports from Hrabovszky and colleagues used a different approach to examine E2 regulation of RNA transcripts in ARC and AVPV kisspeptin neurons (26, 27). These various RNA profiling studies provide insight into potential mechanisms of regulation of hypothalamic Kiss1 neurons and, hence, reproductive status. However, similar RNA-seq analyses of kisspeptin neurons in the MeA have not yet been reported. In the current study, we used the RiboTag technique (52, 53), which allows for the isolation of mRNAs that are actively being translated into proteins, along with RNA-seq to identify the molecular phenotype of MeA Kiss1 neurons of female mice under different E2 conditions.

2 Method

2.1 Animals

We used the RiboTag mouse model (54, 55) crossed with Kiss1Cre mice to identify actively-translated gene transcripts that are co-expressed specifically in MeA Kiss1 neurons, following methods previously described (25, 54, 55). Briefly, RiboTag (Rpl22HA+) mice have a wild-type C-terminal exon floxed on the Rpl22 gene that is followed by three copies of a hemagglutinin (HA) epitope sequence inserted prior to a stop codon (54). Cell-type-specific recombination can be induced by crossing RiboTag mice with a cell type-specific Cre recombinase-expressing mouse line, which leads to Cre-mediated recombination and expression of HA tags on ribosomes only in cells expressing Cre recombinase(54, 56). Here, Rpl22HA+ mice were crossed with Kiss1Cre mice (courtesy of Carol Elias) (57) to generate Kiss1Cre+/Rpl22HA+/+ female mice to be used for this study. Kiss1Cre+/Rpl22HA+/+ mice express the HA-tagged ribosomes only in Kiss1-expressing cells, permitting isolation of ribosome-associated transcripts from just Kiss1 cells in specific brain regions, such as the MeA. In addition to adult (8-10 weeks old) Kiss1Cre+/Rpl22HA+/+ females, a small cohort of adult Kiss1Cre-/Rpl22HA+/+ females was used as controls. These control mice do not have HA-tagged ribosomes in Kiss1-expressing cells and therefore, no Kiss1 cell-specific RNA should be isolated. Tail DNA was used to genotype mice via polymerase chain reaction (PCR) to confirm genotypes of Kiss1Cre+/Rpl22HA+/+ and Kiss1Cre-/Rpl22HA+/+ mice (henceforth referred to as “KissRibo” or “Control” mice, respectively). Additionally, any mice with germline recombination were excluded from the study.

In a separate experiment, adult Kiss1Cre/tdTomato mice were used to validate co-expression of select genes in MeA Kiss1 neurons using immunohistochemistry and in situ hybridization co-detection (IHC-ISH). Kiss1Cre/tdTomato mice (“KisstdTom”) were generated by crossing Kiss1Cre mice with tdTomato mice (Ai9 strain, JAX stock #007909) (58), permitting tdtomato fluorescent reporter to be expressed exclusively in Kiss1-expressing cells.

All mice were housed 2-3 per cage (KissRibo and Control mice) or 2-5 per cage (KisstdTom mice) in a 12hr:12hr light:dark cycle (lights off at 18:00h), with access to food and water ad libitum. All animal procedures were approved by local IACUC committees at the University of California, San Diego (KissRibo and Control mice) or Albany Medical College (KisstdTom mice).

2.2 Hormone treatment and tissue processing

MeA Kiss1 expression is known to be stimulated by E2 (20). Thus, all KissRibo and Control mice were ovariectomized (OVX) at 8 weeks of age, under isoflurane anesthesia, and pre-treated at this time with high dose E2 (2 mm of 1:30 E2: cholesterol powder) via subcutaneous Silastic capsule for 4 days. This dose of E2 in mice is known to increase MeA Kiss1 expression, as well as induce E2 negative feedback to suppress LH levels (13, 14, 17, 18, 20, 25). This E2 pre-treatment was used to drive sufficient Cre expression in MeA Kiss1 cells in all KissRibo mice and promote a high degree of incorporation of HA-tagged ribosomes in these neurons, regardless of subsequent E2 and OVX treatment conditions (25). For consistency between genotypes, Cre- controls were similarly given the E2 pre-treatment. All pre-treatment E2 implants were removed after 4 days and all mice were given 7 days to wash out any residual circulating E2. After the 1-week washout period, half of the mice were re-implanted with a new E2 Silastic capsule (E2 group, n = 12 KissRibo; n=4 Controls), while the remaining females received no additional E2 treatment and served as the OVX group (n = 12 KissRibo; n=4 Controls). 5 days after receiving the second E2 implant (or no implant), all females were euthanized between 11:00h and 14:00h. Blood was collected at this time via retroorbital bleed, and brains were collected fresh frozen on dry ice. Blood serum was assayed for LH concentrations to confirm low LH levels in the E2-treated group (indicating proper E2 negative feedback) and elevated LH levels in the OVX group (indicating lack of E2 negative feedback). Serum LH was measured via a highly sensitive mouse LH radioimmunoassay performed by the University of Virginia Ligand Assay Core (lower detection limit: 0.04 ng/mL; average reportable range: 0.04-75 ng/mL). As expected, E2-treated OVX females had significantly reduced mean LH levels compared to OVX females lacking E2 (0.22 ± 0.04 ng/mL vs 3.04 ± 0.22 ng/mL, respectively, p<0.05).

Fresh frozen brains were processed for RiboTag immunoprecipitation. The brain was micro-dissected on a coronal plane and 2 consecutive 400 µm thick slices spanning the MeA region were micro-punched bilaterally using a 2 mm diameter sampling tool. To ensure sufficient yield of isolated mRNA following immunoprecipitation, MeA micro-punches from n = 4 mice were pooled for each treatment (E2 and OVX groups). The total number of pooled samples per group were as follows: n = 3 for both OVX KissRibo and E2 KissRibo, n = 1 for both OVX and E2 Cre- controls. Prior to the RiboTag immunoprecipitation, all pooled MeA micro-punch samples were stored at -80°C in 1.7 mL Eppendorf tubes.

For the ISH/IHC co-expression experiments, female KisstdTom mice (n=3) were ovariectomized and received a similar E2 Silastic capsule for 5 days, as was done for the KissRibo mice. Brains were then collected in 4% paraformaldehyde, transferred to 30% sucrose 24 hours later, and stored at 4°C prior to slicing. Brains were then sectioned at 25 µm/slice, and sections containing the MeA mounted on SuperFrost Plus slides (Fisher Scientific), air dried, and stored at -80°C until the assay.

2.3 Immunoprecipitation and RNA extraction

RiboTag immunoprecipitation on pooled MeA samples from KissRibo and Control females was performed following published protocols (54, 56). Some modifications to the original protocol were performed to maximize isolation of ribosomes and their attached mRNA transcripts from MeA Kiss1 neurons (25). Specifically, pooled MeA samples were homogenized in a homogenization buffer solution (72% H2O, 9.6% NP-40, 9.6% 2M KCl, 3.2% 1.5M Tris – pH 7.4, 1.2% 1M MgCl2, 2% Cyclohexamide 5mg/ml, 1% Protease Inhibitors, 1% heparin 100mg/ml, 0.5% RNAsin, and 0.1% DTT) at 3% weight by volume. The samples were then centrifuged at 10K rpm for 10 minutes at 4°C. After centrifugation, 10% of the lysate was saved in a separate tube as the “Input” sample, which contains mRNA from all cell types present in the MeA micropunch, including but not limited to Kiss1 cells. To store the Input samples, 350µL of lysis buffer (from Qiagen Kit #74034) was added and briefly vortexed, and then the samples flash frozen and stored at -80°C. The remaining lysate was then used for the immunoprecipitation procedure. To precipitate Kiss1 cell ribosomes and their associated RNA transcripts from each lysate sample, 0.25µL of antibody/100µL lysate of Biolegend Purified anti-Ha.11 Epitope Tag Antibody (#910501) was added to the remaining lysate volume and incubated for 2 hours on a gentle sample rotator at 4°C. Magnetic beads (Pierce Protein A/G #88803; 25µL beads/100µL sample) were washed with homogenization buffer (described above). Following the antibody incubation, the sample was transferred to the washed magnetic beads and incubated again at 4°C for 1 hour on gentle rotation. The lysate was removed by placing the sample tubes on a magnetic tube rack and the beads washed 3 times for 10 minutes each on a gentle rotator at 4°C with a high salt buffer (53.4% H2O, 30% 2M KCl, 10% NP-40, 3.3% 1.5M Tris – pH 7.4, 1.2% 1M MgCl2, 2% Cyclohexamide 5mg/ml, and 0.05% DTT), using fresh high salt buffer for each wash. Immediately following the washes, 350µL lysis buffer (Qiagen Kit #74034) was added to each sample and vortexed for 30 seconds. Sample tubes were then secured in a magnetic tube rack and the resulting lysate (termed the “IP” sample) was separated from the magnetic beads and transferred into another tube, flash frozen, and stored at -80°C. The IP samples only contain RNA from the HA-tagged ribosomes, which in this experiment were only present in Kiss1 neurons. Thus, the IP samples from KissRibo mice contained RNA specific to MeA Kiss1 neurons. To extract RNA from the Input and IP samples, the Qiagen RNeasy Plus Micro Kit (#74034) kit was used per kit instructions, and isolated RNA was stored in aliquots at -80°C until RT-PCR and RNA-sequencing.

2.4 Examination of Cck co-expression in Kiss1 neurons using double-label in situ hybridization and immunohistochemistry

A double-label ISH/IHC co-detection assay was performed to examine the co-expression of Cck, a gene known to be expressed in the MeA (59, 60), in Kiss1 neurons. This assay was performed on MeA-containing brain slices from adult KisstdTom female mice (1 slice/mouse, n = 3 mice total). The assay measured co-expression of Cck mRNA (cholecystokinin) in MeA Kiss1 neurons (labeled with tdtomato). To perform the co-expression assay, we used Advanced Cell Diagnostics’ RNAscope® multiplex fluorescent V2 ISH assay with IHC co-detection, with the following RNAscope® catalog probe: Mm-Cck-C3 – Mus musculus cholecystokinin (Cck) mRNA. For IHC detection of tdtomato, Rockland rabbit anti-RFP (red fluorescent protein, #600-401-379) primary antibody was used along with Invitrogen goat anti-rabbit IgG Alexa Fluor 594 (#A-11037) secondary antibody.

2.5 RT-PCR confirmation of Kiss1 cell-specific mRNAs

To validate the efficacy of the Kiss1Cre/RiboTag method to isolate mRNA from MeA Kiss1 neurons, we performed RT-PCR on Input and IP samples for Kiss1 and Cck, which is known to be expressed in the MeA where Kiss1 cells are located (59, 60) and was identified in the first experiment (Figure 1) to be co-expressed in Kiss1 neurons. To confirm specificity, we also performed RT-PCR for Avp, a gene known to be expressed in the MeA, but not typically in the posterior MeA where Kiss1 expression is observed (61). RT-PCR was performed using the iScript cDNA Synthesis Kit (Bio-Rad #1708891), per kit instructions, to synthesize cDNA from 10ng of RNA from the Input and IP samples. Using RNA-specific primers for each transcript (Kiss1 Forward-CTGTGTCGCCACCTATGGGG; Kiss1 Reverse- GGCCTCTACAATCCACCTGC; Cck Forward- CTCGGTATGTCTGTGCGTGG; Cck Reverse- GGTCTGGGAGTCACTGAAGG; Avp Forward- CCCGAGTGCCACGACGGTTT; Avp Reverse- CCCGGGGCTTGGCAGAATCC), the levels of Kiss1, Cck, and Avp mRNA in the IP and Input samples were measured via PCR. The PCR reaction mix included 1µL of cDNA, Jumpstart RedTaq mix (Sigma #P0982), forward and reverse primers, and RNase-free water. The PCR conditions were as follows: 94 x15’, (94 x 30”, annealing x 30”, 72 x 60”) repeat 30 times, 72 x 5’, 4 x 5’. The annealing temperature was 57°C for Kiss1 and Cck and 62°C for Avp.

Figure 1

Figure 1

Double-label IHC/ISH of Kiss1TdTomato cells and Cck in the female mouse medial amygdala. (A) A representative image of Kiss1TdTomato cells (red) and Cck (green) of an E2-treated female mouse. (B) Higher magnification images of the area in the white box showing a very high degree of Cck mRNA (green) expression in Kiss1TdTomato cells (red). opt = optic tract.

2.6 RNA-seq of Cre+ samples and bioinformatic analysis

RNA sequencing was performed by the Genomics Center at UC San Diego’s Institute for Genomic Medicine, using RNA from the MeA IP samples of KissRibo mice, for both E2 and OVX (no E2) treatments. Agilent High Sensitivity RNA ScreenTape System was used to determine the quality of all MeA IP RNA samples prior to RNA sequencing, and library preparation was only performed on IP samples with an RNA integrity number >7.6. The library was created using Illumina unstranded mRNA library kits with polyA enrichment. The Illumina HiSeq4000 platform (SR75 run type) was used to perform RNA sequencing. Raw RNA sequencing data quality control analysis was performed using Fastqc v0.11.8, then read trimming was performed using Trimmomatic 0.38, followed by alignment using STAR v2.6.0a, and then quantification of reads (RSEMv1.3.0) using GRCm38.p6/mm10 and Mus-musculus.GRCm38.98.gtf.

The Center for Computational Biology and Bioinformatics at UC San Diego performed all RNA sequencing analyses and statistics. All analyses were limited to known protein coding regions. To prepare for data exploration and preprocessing using edgeR Bioconductor package (62) written in R (63), integration and annotation of sample inputs was performed using per-gene-per-sample counts from both the count preparation and quality control were used with the per-sample RNA-seq metadata. The edgeR Bioconductor package and limma package (64) were used to explore and pre-process annotated data for determining differential gene expression specifically in transcripts produced by MeA Kiss1 neurons. In order to eliminate low-expressing genes from comparative analyses, only transcripts with a mean CPM >1 for all 3 samples in at least one hormone treatment group (OVX or E2) were used for differential expression (OVX vs E2) and biological KEGG pathway analyses. The voom technique (65, 66), which utilizes limma and edgeR Bioconductor packages, was used to determine differential expression of any retained transcripts between the two treatment groups (E2 versus OVX). To test for the presence of specific genes and differential gene expression in annotated functions, pathways, and diseases, the overall data and differential gene data were analyzed with WebGestalt (67). We then performed a KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway analysis (68) using PathView (69) in both E2 and OVX groups to examine the primary KEGG pathways observed in the overall MeA Kiss1 RNA sequencing dataset, as well as for any pathways that were represented differently between E2 and OVX groups. The data set containing all identified gene transcripts is available in the Gene Expression Omnibus (geo) data repository (70).

2.7 Validation of gene co-expression using double-label ISH and IHC co-detection

A double-label ISH/IHC co-detection assay was performed to validate the co-expression of Cartpt, a gene found to be highly expressed in our RNA-seq dataset, in MeA Kiss1 neurons. Using brain slices from 3 female KisstdTom mice (1 slice/mouse), a double-label ISH/IHC for Cartpt mRNA and TdTomato, representing MeA Kiss1 cells, was performed using Advanced Cell Diagnostics’ RNAscope® multiplex fluorescent V2 ISH assay with IHC co-detection, as described previously for the detection of Cck in Kiss1 cells. This assay used the RNAscope catalog probe for Cartpt: Mm-Cartpt-C2 – Mus musculus cocaine- and amphetamine-regulated transcript prepropeptide (Cartpt) mRNA.

The manufacturer’s protocol was followed for multiplex fluorescent V2 ISH assay with IHC co-detection for fixed frozen tissue, with some modifications to preserve tissue integrity. Briefly, slides containing brain slices with the MeA region were briefly washed with Milli-Q water, baked at 60°C for 1 hour, and post-fixed in fresh 4% paraformaldehyde for 2 hours at 4°C. The tissue was dehydrated in 50%, 70%, and 100% ethanol washes, treated with hydrogen peroxide for 10 minutes, washed with Milli-Q water, and baked for an additional 30 minutes at 60°C. Following baking, the tissue was incubated at 98-102°C for 5 minutes in 1X RNAscope® target retrieval reagent, and briefly washed with Milli-Q water followed by 1X PBS-T. 200µL primary antibody (1:1000, anti-RFP) was added to each slide and slides were incubated overnight at 4°C. On Day 2, the slides were washed 3 times in 1X PBS-T, transferred to fresh 4% paraformaldehyde for 30 minutes at room temperature, followed by four washes in 1X PBS-T. 2-4 drops of Protease Plus was added to each slide and incubated at 40°C for 30 minutes, followed by 3 brief washes in Milli-Q water. Excess liquid was removed and a probe mix (Probe Diluent + RNAscope probe) was added to each slide and hybridized to the tissue at 40°C for 2 hours. The slides were washed twice with RNAscope® 1X Wash Buffer at room temperature, followed by 3 amplification hybridization steps (AMP 1 and 2 for 30 minutes at 40°C, and AMP 3 for 15 minutes at 40°C) with two washes with 1X wash buffer between each amplification hybridization step. After hybridization, the HRP-C2 fluorescent signal was developed for each respective probe by adding 2-4 drops of HRP-C2 to each sample and incubating for 15min at 40°C, washing twice with 1X wash buffer, incubating with 150µL diluted Opal™ dye for 30 minutes at 40°C, and washing twice with 1X wash buffer. This was repeated again, using HRP-C3 (instead of HRP-C2) to develop the HRP-C3 fluorescent signal. The Opal™ dyes used were: Opal 520 (Cck) and Opal 690 (Cartpt). After developing the HRP-C3 signal, the 200μL secondary antibody (Goat anti-rabbit), diluted 1:100 in co-detection Antibody Diluent, was incubated on each slide for 30 minutes at room temperature, followed by two washes with PBS-T. After incubating with the secondary antibody, 4 drops of DAPI were added to each slide, incubated for 30 seconds, excess DAPI removed, and the slides then immediately coverslipped using ProLong Gold Antifade Mountant. Slides were stored at 4°C in the dark.

2.8 Microscopy analyses of kisspeptin and Cck or Cartpt co-expression

Using a Zeiss LSM 880 confocal microscope, images of Cck or Cartpt mRNA with TdTomato fluorescent staining were obtained at 40X (oil) magnification for one unilateral brain slice containing the MeA for each female. For each female, the number of TdTomato (reporter for kisspeptin) cells were identified (minimum 79 cells/mouse) and the number of Kiss1 cells that co-expressed Cck or Cartpt were counted, using the RNAscope manufacturer’s criteria as a guideline (cell = ≥15 clustered dots). The mean percent of MeA Kiss1 cells that contained Cck or Carpt was calculated.

2.9 Statistical analysis

T-tests were performed to compare LH levels between the OVX and E2-treated females. To statistically test for differences in gene expression between OVX and E2-treated females, the voom technique, which uses limma and edgeR Bioconductor packages (6466), was used. This technique using simple linear regression models and produces a modified t-statistic that is interpreted like other t-statistics, with the exception that the standard errors have been moderated across genes using a simple Bayesian model (6466). The reported p-value for all RNA-seq statistical analyses is an Benjamini-Hochberg-adjusted p-value to account for the number of genes analyzed in the dataset (71). The statistical significance was set so the adjusted p-value < 0.05.

3 Results

3.1 Validation and specificity of the Ribotag isolation of MeA Kiss1 cell transcripts

Genes that are co-expressed in MeA kisspeptin neurons are unknown, though Cck is known to be expressed in the MeA region (59, 60), suggesting it may also be expressed specifically in kisspeptin neurons in this region. As a search for a positive control gene that is expressed in MeA kisspeptin neurons, we first performed a double-label assay to assess if Cck is in fact present in MeA kisspeptin neurons. Indeed, we observed that most MeA Kiss1 cells of female mice also express high levels of Cck (Figure 1), with 88% of MeA Kiss1 cells co-expressing Cck mRNA. Thus, Cck expression was selected as a positive control for subsequent Ribotag pulldown validation purposes.

In order to validate the Ribotag isolation procedure, we performed RT-PCR using cDNA from both the Input samples (mRNA from all cells in the MeA micropunches, including Kiss1 cells) and IP samples (mRNA from only Kiss1 cell ribosomes) to confirm that the immunoprecipitation procedure was specific to Kiss1 cells. As expected, both the Input and IP samples of KissRibo mice contained Kiss1 transcripts (Figure 2). As also expected, Kiss1 was also found in the Input samples of Control (Cre-) mice, but was not detected in the IP samples of these Controls (Figure 2), confirming that the immuno-pulldown was specific to Kiss1 cells that had undergone Cre-mediated recombination to express the HA+ tag. Our positive control gene, Cck, was also found to be highly expressed in all the Input samples as well as in IP samples of both E2-treated and OVX KissRibo mice, but not in the IP of Control mice (Figure 2), further validating the selectivity of the Ribotag isolation technique. Given that little is currently known about what genes are or are not expressed in MeA Kiss1 neurons, it is difficult to identify a true negative control. We selected Avp because Avp is expressed in the MeA region, but typically more in the rostral part of the MeA (61), whereas Kiss1 is expressed in the more caudal (posterior) part of the MeA. Thus, AVP and Kiss1 are in different anatomical sub-regions of the MeA and unlikely to be co-expressed in the same cells, serving as a useful negative control for our Riobotag pulldown selectivity. Indeed, here we confirmed that Avp mRNA was present, at low to moderate levels, in all Input samples but was absent in all IP samples (Figure 2), suggesting that MeA Kiss1 cells do not express Avp but other MeA cell types do.

Figure 2

Figure 2

RT-PCR validation of successful isolation of ribosomal mRNA from MeA Kiss1 cells in female mice. The number above each lane denotes the pooled sample number. Input samples contain all cells in the MeA, including, but not limited to Kiss1 cells. IP samples contain mRNA transcripts isolated from the ribosomes of only MeA Kiss1 cells, but not other non-Kiss1 MeA cells. Kiss1 and Cck are identified in both the Input and IP samples as expected, whereas Avp transcripts were located in the Input, but not the IP samples, indicating that Avp is not expressed in MeA Kiss1 cells. For our Cre- control mice, the Input samples express bands for Kiss1, Cck, and Avp, whereas the IP samples, as expected due to the lack of the HA+ tag on the ribosomes, do not contain mRNA for these genes.

3.2 Identification of RNA transcripts in female MeA Kiss1 cells

The goal of the current study is to identify what neuropeptides, neurotransmitter synthesis and transport factors, and receptors are made by MeA Kiss1 neurons to begin to understand the regulation and function of this Kiss1 neuronal population. RNA quality for all E2 and OVX KissRibo samples was sufficient for RNA-seq, with RNA integrity values of at least 7.6 for all 6 KissRibo IP samples. As expected, the RNA quality for our Cre- control samples, which lack the HA+ tag in Kiss1 cells, was low, <5.8. Due to the low integrity of the RNA from our control samples, only the KissRibo IP samples were processed for RNA-seq. The library size for each KissRibo sample was ≥ 25M total reads per sample, well above the 5-25M reads per sample recommended by Illumina, and well over the 10M reads aligned reach threshold, indicating a high RNA-seq quality. RNA-seq of the KissRibo samples identified approximately 13,800 different mRNA transcripts, including Kiss1 and Cck, as well as other transcripts such as Esr1, Esr2, Ar, Gal, Cartpt, Pdyn, Oxtr, and Npy2r (Figure 3). Our first analysis identified the top 75 genes expressed by MeA Kiss1 cells, regardless of E2 treatment. The top 3 most highly expressed genes (Sptbn1, Sptan1, and Sptbn2) are coding genes for spectrin proteins, which are involved in actin crosslinking, cell communication, and cell regulation. Other very highly expressed transcripts included several genes related to intra-cell signaling, such as Gprasp1, Atp1a3, Calm1, and Ywhag, genes important for protein synthesis and regulation, including Cpe, Hspa8, Hsp90ab1, Eef1a1, and Ubb, and genes involved with secretion and synapses, like App, Syp, and Rtn1. The 75 transcripts with the highest overall mean expression (i.e., the mean expression of all OVX and E2 samples combined) in MeA Kiss1 cells are listed in Table 1.

Figure 3

Figure 3

 A glimma plot showing the expression of >13,800 gene transcripts identified by RNA-seq to be produced in MeA Kiss1 cells. Each dot represents a single gene transcript. Some transcripts were upregulated by E2 treatment (green dots), whereas other transcripts were downregulated by E2 treatment (orange dots). Grey dots represent gene transcripts whose expression did not differ between OVX and E2 treatment groups. The y-axis represents the magnitude of difference in expression levels between OVX and E2 samples, with greater positive or negative values indicating a greater difference in gene expression between the two treatment groups. Y-axis values close to 0 indicate little change in expression levels between OVX and E2 treatments. The x-axis represents the average log-expression of each transcript, thus plotting the average of the mean expression levels of the OVX and E2 treatment groups. Several genes of interest are marked by arrows to indicate their location in the glimma plot.

Table 1

ENSEMBL IDENTREZ IDGeneTotal Mean expressionMean E2 expressionMean OVX expressionAdjusted p value
ENSMUSG0000002031520742Sptbn112.24212.09912.3840.5118
ENSMUSG0000005773820740Sptan111.97711.84112.1130.4078
ENSMUSG0000006788920743Sptbn211.74611.54511.9480.3742
ENSMUSG0000001565615481Hspa811.58511.61511.5550.8581
ENSMUSG0000002461712322Camk2a11.51911.43011.6090.4101
ENSMUSG00000040907232975Atp1a311.46211.43811.4860.8567
ENSMUSG0000000117512313Calm111.44811.40511.4910.6301
ENSMUSG00000032826109676Ank211.35411.20211.5060.4078
ENSMUSG0000002394415516Hsp90ab111.23811.25211.2240.9463
ENSMUSG0000002289211820App11.22411.18611.2620.7160
ENSMUSG0000000420719156Psap11.21711.15311.2810.4345
ENSMUSG0000003069511674Aldoa11.09711.08411.1100.9524
ENSMUSG0000002883326562Ncdn11.01110.96711.0540.6539
ENSMUSG0000003774213627Eef1a110.98111.02210.9400.6704
ENSMUSG0000001950522187Ubb10.97810.98510.9720.9778
ENSMUSG0000002727320614Snap2510.97011.01110.9280.7388
ENSMUSG0000000665111803Aplp110.90910.88510.9330.8767
ENSMUSG0000003114420977Syp10.90210.90510.8990.9893
ENSMUSG00000036564234593Ndrg410.89310.90810.8790.9240
ENSMUSG0000007223522142Tuba1a10.88010.89010.8710.9640
ENSMUSG0000003229418746Pkm10.87810.87510.8820.9902
ENSMUSG0000006282511465Actg110.87510.87810.8710.9893
ENSMUSG0000001460216560Kif1a10.87310.80610.9400.6811
ENSMUSG0000003643812314Calm210.79310.80810.7770.9524
ENSMUSG0000005139122628Ywhag10.78010.78610.7730.9720
ENSMUSG0000002682513429Dnm110.76710.75510.7780.9527
ENSMUSG0000007465716572Kif5a10.73910.75110.7260.9639
ENSMUSG0000002752314683Gnas10.73310.71110.7550.8863
ENSMUSG0000002127015519Hsp90aa110.72710.75710.6970.8383
ENSMUSG0000003995365945Clstn110.72610.65710.7950.3811
ENSMUSG00000046093170638Hpcal410.70210.66210.7420.7003
ENSMUSG0000001992352696Zwint10.69510.68710.7030.9848
ENSMUSG0000004338467298Gprasp110.68110.68910.6740.9859
ENSMUSG0000002725417754Map1a10.66210.61810.7050.8595
ENSMUSG0000002242173340Nptxr10.65210.52410.7790.4542
ENSMUSG0000000693015114Hap110.64210.74010.5440.3411
ENSMUSG00000021087104001Rtn110.58510.55010.6200.7867
ENSMUSG0000005071120254Scg210.57710.82310.3310.0453
ENSMUSG0000001937012315Calm310.56610.50810.6250.4801
ENSMUSG0000005867222151Tubb2a10.56410.58810.5390.8863
ENSMUSG0000005331064011Nrgn10.52910.52010.5370.9784
ENSMUSG0000002475820168Rtn310.50810.51010.5060.9901
ENSMUSG0000002228522631Ywhaz10.50710.50110.5140.9778
ENSMUSG0000001522217756Map210.50010.53910.4610.8128
ENSMUSG0000000426713807Eno210.49810.48310.5130.9382
ENSMUSG0000003785212876Cpe10.48010.48310.4780.9902
ENSMUSG0000005829794214Spock210.47910.40910.5490.3330
ENSMUSG0000005185311842Arf310.43910.39710.4810.6539
ENSMUSG00000025422216439Agap210.41210.37710.4480.8311
ENSMUSG00000044349319317Snhg1110.40710.51210.3010.1504
ENSMUSG0000000834822190Ubc10.39310.40610.3800.9406
ENSMUSG0000002657611931Atp1b110.37610.39610.3560.8799
ENSMUSG00000070802434128Pnmal210.35910.38310.3350.8880
ENSMUSG0000003418718195Nsf10.34910.33010.3680.9145
ENSMUSG0000001870713424Dync1h110.28910.20310.3740.7243
ENSMUSG0000002613113518Dst10.28810.19510.3810.6898
ENSMUSG0000002864911426Macf110.27710.16010.3940.6331
ENSMUSG00000031517234267Gpm6a10.26810.31010.2260.7715
ENSMUSG0000002585519085Prkar1b10.24510.23810.2530.9780
ENSMUSG0000002679720910Stxbp110.23710.21010.2650.8365
ENSMUSG0000005272717755Map1b10.23710.26210.2120.8683
ENSMUSG0000002586712890Cplx210.21110.24810.1730.8091
ENSMUSG0000001896522629Ywhah10.17510.23110.1190.6360
ENSMUSG0000002300422143Tuba1b10.17110.22510.1160.6450
ENSMUSG0000005921313199Ddn10.16810.06010.2770.4345
ENSMUSG0000002089422318Vamp210.15410.10910.1980.6710
ENSMUSG0000002412111984Atp6v0c10.15010.15710.1420.9713
ENSMUSG0000001634913628Eef1a210.10310.09710.1090.9857
ENSMUSG0000002219959049Slc22a1710.08810.06610.1100.8834
ENSMUSG0000002515194275Maged110.08110.09610.0650.9356
ENSMUSG0000002922322223Uchl110.07310.06810.0790.9895
ENSMUSG0000002557914387Gaa10.07210.05810.0860.9606
ENSMUSG0000002539311947Atp5b10.06810.05010.0870.9085
ENSMUSG0000002622364294Itm2c10.06510.12910.0010.5503
ENSMUSG0000002542811946Atp5a110.06410.05810.0700.9859

The 75 genes that are most highly expressed by female MeA Kiss1 neurons.

Transcripts are listed in descending order of total mean expression, regardless of hormone treatment. p <0.05 signifies significant differential expression between E2 and OVX conditions, denoted in bold type.

Many transcripts for genes encoding neuropeptides, receptors, and proteins involved in neurotransmitter synthesis or transport were found to be highly expressed in the RNA-seq data. In addition to Gabbr1 and Gabbr2 being expressed in the RNA-seq dataset, which supports previous co-expression double-label assays with GABABR and Kiss1 in the MeA (19), the RNAseq identified new transcripts that appear to be expressed by MeA Kiss1 cells, some of which are implicated in reproductive function or other behaviors. Aside from Kiss1, RNAseq identified other neuropeptides implicated in modulating reproduction, metabolism, and stress, such as Cck, Pdyn, Tac1, Gal, Cartpt, Trh, Sst, Npy, Agt, Vgf, and Penk (Table 2). Transcripts related to GABA synthesis and transport, like Vgat, Gad1, and Gad2, were also expressed, as were genes important for glutamate transport and synthesis, such as Glud1, Vglut1, and Vglut2 (Table 2). Table 2 provides a more detailed list of ligand (or their related enzymes) gene transcripts identified in this RNA-seq dataset. A few ligands of interest that were absent include Avp, C3, Calca, Nmu, Oxt, Ghrh, Gnrh1, and Tshb.

Table 2

ENSEMBLENTREZ IDGeneOverall Mean expressionMean E2 expressionMean OVX expressionAdjusted p value
ENSMUSG00000037428381677Vgf9.2889.2849.2920.9895
ENSMUSG0000003253212424Cck9.0879.2058.9680.2596
ENSMUSG0000004557318619Penk8.3728.4238.3200.8302
ENSMUSG00000030500140919Slc17a67.6697.8697.4680.1087
ENSMUSG0000007088014415Gad17.3877.4617.3120.7006
ENSMUSG0000002678714417Gad27.2497.4047.0930.2441
ENSMUSG0000003777122348Slc32a16.7546.8076.7000.8247
ENSMUSG0000002164727220Cartpt6.4426.5106.3740.9269
ENSMUSG0000000436620604Sst6.2226.1766.2690.7983
ENSMUSG0000000589222044Trh6.1366.0256.2460.7929
ENSMUSG0000002425611516Adcyap15.9756.0545.8950.7793
ENSMUSG0000006176221333Tac15.4365.5055.3670.8532
ENSMUSG0000002134219109Prl5.1894.4315.9460.8961
ENSMUSG0000003198011606Agt4.7885.1104.4660.3055
ENSMUSG0000002740018610Pdyn4.7444.6584.8300.6762
ENSMUSG0000004573118155Pnoc3.9684.1733.7630.5648
ENSMUSG00000029819109648Npy3.6353.6743.5960.9562
ENSMUSG00000024517225642Grp3.5783.5643.5930.9861
ENSMUSG0000001989067405Nts3.0243.1142.9350.8756
ENSMUSG0000001977222353Vip2.9732.8233.1240.7557
ENSMUSG00000115958280287Kiss12.7013.6561.7460.0049
ENSMUSG0000003701030878Apln2.6432.6892.5970.9770
ENSMUSG0000002071314599Gh2.2740.7803.7670.8107
ENSMUSG0000002540021334Tac22.2402.0532.4270.7956
ENSMUSG0000002752413616Edn32.0882.1332.0440.9845
ENSMUSG0000002490714419Gal1.9252.9470.9030.0207
ENSMUSG0000000021421823Th1.8532.2521.4540.5648
ENSMUSG0000004498883428Ucn31.4251.6411.2090.7486

Notable ligand (or their related enzyme) transcripts identified in female MeA Kiss1 cells.

Transcripts are listed in descending order based on total mean expression (average log CPM for E2 and GDX treatments combined). p <0.05 signifies significant differential expression between E2 and OVX conditions, denoted in bold type.

We examined transcripts for receptors in the RNA-seq data, which might provide insight into how MeA Kiss1 neurons are regulated, either by hormones or neural signaling. Sex steroid receptors were present, as might be predicted given estrogen’s known ability to upregulate Kiss1 in the MeA. Specifically, estrogen receptor alpha (Esr1), androgen receptor (Ar), and progesterone receptor (Pgr) were each moderately expressed, while estrogen receptor beta (Esr2) had lower expression levels (Table 3). Some additional receptors expressed in the RNA-seq data include Gabbr1, Gabbr2, Cnr1, Crhr1, Crhr2, Npy1r, Npy2r, Npy5r, Tacr1, and Thra. A more detailed list of the receptors expressed by MeA Kiss1 cells is in Table 3. Of note, the following gene transcripts are for some receptors that were absent (not expressed) in the current RNA-seq dataset: Chrna5, Ahrnb4, Pacapr1, Gpr50, Nmur2, P2rx2, Aplnr, Bdkrb2, Chrnb1, Lpar4, Npy4r, Rxfp2, Sctr, and Tbxa2r.

Table 3

ENSEMBLENTREZ IDGeneOverall Mean expressionMean E2 expressionMean OVX expressionAdjusted p value
ENSMUSG0000005875621833Thra9.9069.8429.9690.4413
ENSMUSG0000002446254393Gabbr19.5669.5589.5740.9644
ENSMUSG0000002695914810Grin19.1739.1379.2090.7793
ENSMUSG0000003398114800Gria29.0699.0659.0730.9881
ENSMUSG0000002052414799Gria18.8918.8578.9250.7808
ENSMUSG0000003020914812Grin2b8.8778.8038.9510.6134
ENSMUSG00000039809242425Gabbr28.3838.2998.4660.4427
ENSMUSG0000000337814809Grik58.3118.2998.3240.9638
ENSMUSG0000000198653623Gria38.2248.1948.2540.8610
ENSMUSG0000000056014395Gabra28.1208.1438.0970.9145
ENSMUSG0000004138015560Htr2c8.0918.1448.0390.7981
ENSMUSG0000003367614402Gabrb38.0538.0518.0560.9904
ENSMUSG0000001080314394Gabra17.9708.0577.8820.4934
ENSMUSG0000002043614406Gabrg27.6717.6607.6820.9753
ENSMUSG0000003134314396Gabra37.5657.5127.6190.6177
ENSMUSG0000002977811517Adcyap1r17.5607.5507.5710.9639
ENSMUSG0000003277312669Chrm17.5217.4707.5730.6687
ENSMUSG0000002921214400Gabrb17.4727.4757.4690.9920
ENSMUSG00000049583108071Grm57.4437.4457.4410.9944
ENSMUSG0000002802014658Glrb7.1017.1417.0620.8005
ENSMUSG00000039579242443Grin3a6.9466.9126.9810.8741
ENSMUSG0000004242911539Adora16.7706.7146.8260.7369
ENSMUSG0000004428812801Cnr16.7366.6946.7780.7826
ENSMUSG0000005900314811Grin2a6.7336.6826.7850.7542
ENSMUSG0000002758418389Oprl16.6186.6646.5720.8261
ENSMUSG0000002795011444Chrnb26.5696.5246.6140.8002
ENSMUSG00000056755108073Grm76.5506.5726.5280.9218
ENSMUSG0000003004321336Tacr16.4636.7366.1910.2038
ENSMUSG0000002921114397Gabra46.4106.4656.3550.7056
ENSMUSG0000002059118217Ntsr26.4076.5016.3120.5123
ENSMUSG0000000765314401Gabrb26.3866.4166.3560.9205
ENSMUSG0000000198514807Grik36.3706.2146.5260.2038
ENSMUSG0000003905999296Hrh36.3456.2846.4070.6263
ENSMUSG0000004107814803Grid16.2886.2926.2850.9895
ENSMUSG0000002443114815Nr3c16.2576.2446.2690.9644
ENSMUSG00000023192108068Grm26.1986.1006.2960.5813
ENSMUSG0000002800418167Npy2r6.0666.4135.7180.0012
ENSMUSG00000038257110304Glra36.0386.2595.8170.0828
ENSMUSG0000000126014405Gabrg15.9236.0185.8280.6066
ENSMUSG0000005607314806Grik25.8915.8085.9740.5503
ENSMUSG0000002589214802Gria45.8475.9215.7730.6687
ENSMUSG0000004509213609S1pr15.7975.9105.6840.5123
ENSMUSG00000055078110886Gabra55.7595.7515.7660.9918
ENSMUSG0000002177921834Thrb5.6645.5335.7950.2818
ENSMUSG0000001982814816Grm15.6545.4965.8120.1479
ENSMUSG0000003089812426Cckbr5.6485.6325.6640.9796
ENSMUSG0000004653211835Ar5.5915.7715.4110.0781
ENSMUSG0000004493320607Sstr35.5135.5285.4970.9639
ENSMUSG0000004615912671Chrm35.4895.4235.5540.7779
ENSMUSG0000003371711551Adra2a5.4245.5435.3050.4746
ENSMUSG0000002073414813Grin2c5.3935.3795.4070.9753
ENSMUSG0000002905414403Gabrd5.2345.2575.2100.9475
ENSMUSG00000018589237213Glra25.2205.3515.0900.3503
ENSMUSG0000005502614407Gabrg35.1655.2415.0890.8123
ENSMUSG0000004911218430Oxtr5.0605.5084.6120.0010
ENSMUSG0000002172115550Htr1a4.9784.9455.0110.9340
ENSMUSG0000003134457249Gabrq4.9674.8805.0540.6818
ENSMUSG0000004790420606Sstr24.9654.8035.1280.2973
ENSMUSG0000004531811553Adra2c4.8974.8374.9570.8429
ENSMUSG0000003876022045Trhr4.8844.9724.7970.7172
ENSMUSG0000003499715558Htr2a4.8814.9664.7960.6762
ENSMUSG0000001976813982Esr14.8074.4555.1590.0264
ENSMUSG0000003543120605Sstr14.7774.9744.5790.1697
ENSMUSG0000000277114814Grin2d4.7184.7984.6380.7071
ENSMUSG0000007142414804Grid24.7164.7004.7320.9639
ENSMUSG00000034009381489Rxfp14.6925.0354.3480.0141
ENSMUSG0000002757711438Chrna44.6794.6994.6600.9562
ENSMUSG0000003187018667Pgr4.6744.8364.5120.3616
ENSMUSG0000002212213618Ednrb4.6474.8154.4790.4312
ENSMUSG0000005300415465Hrh14.6234.6164.6300.9933
ENSMUSG00000032017110637Grik44.5884.6864.4900.6539
ENSMUSG0000001863412921Crhr14.5114.4544.5680.8928
ENSMUSG0000002147813488Drd14.4754.5494.4000.8056
ENSMUSG0000002479815566Htr74.4644.4504.4790.9861
ENSMUSG0000002293514805Grik14.4524.6604.2440.1504
ENSMUSG0000004951115551Htr1b4.4374.3464.5280.7290
ENSMUSG0000003643718166Npy1r4.3594.3224.3950.9433
ENSMUSG0000000526819116Prlr4.3204.5294.1110.6661
ENSMUSG0000003528311554Adrb14.2794.2154.3420.8430
ENSMUSG0000003134014404Gabre4.2743.8044.7440.4340
ENSMUSG0000002396412311Calcr4.2693.8554.6830.2711
ENSMUSG00000003974108069Grm34.2534.0754.4320.3367
ENSMUSG0000003193214608Gpr834.2214.2184.2240.9961
ENSMUSG0000003910615563Htr5a4.2014.3204.0830.6466
ENSMUSG00000050164207911Mchr14.1724.2074.1380.9424
ENSMUSG0000002421114823Grm84.1113.9764.2460.6594
ENSMUSG00000020090237362Npffr13.9453.9913.9000.9638
ENSMUSG0000005051118386Oprd13.8483.7653.9310.8311
ENSMUSG0000002590518387Oprk13.7923.6433.9410.6070
ENSMUSG00000063239268934Grm43.6703.6093.7300.9026
ENSMUSG0000005573714600Ghr3.6683.8353.5020.6263
ENSMUSG0000002756818216Ntsr13.3453.1473.5430.6070
ENSMUSG00000045613243764Chrm23.1503.0623.2380.8905
ENSMUSG00000035773114229Kiss1r3.1413.1583.1240.9873
ENSMUSG0000005082420609Sstr53.0013.0982.9040.8421
ENSMUSG0000004725917202Mc4r2.4932.6992.2870.6532
ENSMUSG0000002105513983Esr22.3431.8612.8260.1881
ENSMUSG0000004587511549Adra1a2.2752.4802.0700.7479
ENSMUSG0000000347612922Crhr21.8621.7331.9910.8395

Notable receptor transcripts identified in female MeA Kiss1 cells.

Transcripts are listed in descending order based on total mean expression (average log CPM for E2 and GDX mice). p <0.05 signifies significant differential expression between E2 and OVX conditions, denoted in bold type.

3.3 E2-mediated differential expression of MeA Kiss1 cell gene transcripts

Kiss1 gene expression in the MeA is known to be upregulated with E2 treatment whereas Kiss1 levels in the MeA are very low or absent in gonadectomized mice lacking E2. Thus, we hypothesized that other gene transcripts in MeA Kiss1 cells might also change expression levels in the presence/absence of E2. Of the approximately 13,800 transcripts identified in the current RNA-seq data, only 45 genes had significantly different expression levels following 5-day E2 treatment, in comparison to OVX mice lacking E2 (Table 4; Figure 4). 10 of these genes were more highly expressed in OVX females (Figure 3, orange dots; Figure 4), while the remaining 35 genes were more highly expressed in E2-treated females (Figure 3, green dots; Figure 4). Table 4 provides a complete list of these differentially expressed genes, while Figure 4 is a heat map representing the expression patterns of each differentially expressed transcript for each of the 3 IP samples per treatment. As expected, Kiss1 is more highly expressed in E2-treated females in comparison to OVX females (Table 4, Figure 4). In addition to Kiss1, E2 treatment upregulated transcripts encoding Galanin (Gal) and oxytocin receptor (Oxtr) as well as those for fibroblast growth factor receptor 1 (Fgfr1) and prokineticin receptor 2 (Prokr2), two genes whose loss of function results in Kallmann syndrome (72, 73), and relaxin family peptide receptor 1 (Rxfp1), which is implicated in regulating sperm motility, pregnancy and birth (74, 75). Scg2 and Ecel1 (Endothelin Converting Enzyme Like 1) are important for neuropeptide release and are also higher in E2-treated than OVX females. E2 treatment also resulted in greater expression in several genes linked to obesity and/or diabetes (insulin receptor substrate 2, Irs2 (76); Neuropeptide Y receptor 2, Npy2r (77); Transcription Elongation Regulator 1 Like, Tcerg1l (78)), nervous system development (roundabout guidance receptor 3: Robo3 (79)), and cancer (acid sensing ion channel 2, Asic2 (80); Family With Sequence Similarity 107 Member A, FAM107A (81)). Though more gene transcripts were upregulated by E2, several genes were downregulated by E2 including Esr1, Cytochrome P450 Family 26 Subfamily B Member 1 (Cyp26b1; steroid synthesis), EPH receptor A4 (Epha4; nervous system development), and two genes linked to cancer (Paternally Expressed Gene 10, Peg10; Inka Box Actin Regulator 2, Inka2). Interestingly, most of the gene transcripts produced by MeA Kiss1 cells were not found to be significantly regulated by E2 in the present study (Figure 3, grey dots; Figure 4).

Table 4

Gene transcripts stimulated by E2
ENSEMBL IDENTREZ IDGeneTotal mean expressionMean E2 expressionMean OVX expressionAdjusted p value
ENSMUSG0000005302564176Sv2b8.81678.65908.97450.0287
ENSMUSG00000030226109593Lmo37.50227.33357.67090.0300
ENSMUSG0000002729822174Tyro37.02156.83567.20740.0489
ENSMUSG00000092035170676Peg106.84296.54997.13600.0055
ENSMUSG0000002623513838Epha46.55646.30506.80780.0479
ENSMUSG00000074575241794Kcng16.41706.19436.63970.0479
ENSMUSG00000048458109050Inka25.93575.72676.14480.0453
ENSMUSG00000063415232174Cyp26b15.20684.88405.52950.0479
ENSMUSG0000001976813982Esr14.80714.45475.15950.0264
ENSMUSG00000117338NANA-0.0650-3.41453.28460.0264
Gene transcripts stimulated by E2
ENSEMBL IDENTREZ IDGeneTotal mean expressionMean E2 expressionMean OVX expressionAdjusted p value
ENSMUSG0000005071120254Scg210.576810.822610.33110.0453
ENSMUSG0000003247917758Map48.92699.07138.78260.0453
ENSMUSG00000051726382571Kcnf18.14428.40297.88540.0012
ENSMUSG0000003085419259Ptpn57.92708.09827.75580.0251
ENSMUSG0000004897822360Nrsn17.56577.71717.41430.0287
ENSMUSG0000003128418481Pak37.36217.60207.12220.0010
ENSMUSG0000003156514182Fgfr17.31107.65906.96310.0010
ENSMUSG00000069917110257Hba-a27.30247.82186.78300.0441
ENSMUSG0000002624713599Ecel16.86127.43676.28580.0001
ENSMUSG0000002070411418Asic26.83657.07106.60210.0069
ENSMUSG00000021750268709Fam107a6.74276.97256.51280.0495
ENSMUSG0000005889777018Col25a16.68627.06096.31160.0016
ENSMUSG0000011731019243Ptp4a16.55806.73966.37630.0471
ENSMUSG00000038894384783Irs26.54006.74156.33850.0300
ENSMUSG0000000597319672Rcn16.36966.86725.87200.0005
ENSMUSG0000002800418167Npy2r6.06586.41335.71830.0012
ENSMUSG0000003399816525Kcnk15.84716.18335.51080.0010
ENSMUSG0000006991915122Hba-a15.80826.31475.30170.0158
ENSMUSG0000000048918591Pdgfb5.56365.85795.26930.0054
ENSMUSG00000046593320500Tmem2155.30825.65804.95850.0145
ENSMUSG0000004911218430Oxtr5.05975.50754.61190.0010
ENSMUSG0000000143512822Col18a14.72905.05474.40340.0251
ENSMUSG00000034009381489Rxfp14.69165.03504.34820.0141
ENSMUSG00000067578228942Cbln44.62064.92934.31190.0479
ENSMUSG0000004146814738Gpr124.48884.86354.11420.0086
ENSMUSG0000009100270571Tcerg1l3.99134.41883.56380.0264
ENSMUSG0000003464099929Tiparp3.95284.31663.58900.0264
ENSMUSG00000050558246313Prokr23.72934.22413.23440.0264
ENSMUSG0000000150612842Col1a13.69094.28143.10050.0453
ENSMUSG0000004989219416Rasd13.31413.89002.73810.0075
ENSMUSG0000005760430937Lmcd13.27833.76362.79290.0264
ENSMUSG0000001923271760Etnppl3.18413.65212.71620.0479
ENSMUSG00000115958280287Kiss12.70103.65611.74600.0049
ENSMUSG0000002490714419Gal1.92492.94680.90300.0207
ENSMUSG0000003212819649Robo31.89562.65521.13600.0366

The 45 gene transcripts in MeA Kiss1 cells that are differentially expressed due to estrogen treatment (E2 vs OVX).

Adjusted p-value was set at 0.05. Gene transcripts are separated by those that are inhibited or stimulated by E2 and within each treatment, presented in descending order, beginning with the transcripts that have the highest Total Mean Expression (average expression of all E2 and OVX samples).

Figure 4

Figure 4

 A heatmap of the 45 differentially expressed gene transcripts in MeA Kiss1 cells. Treatment conditions and pooled sample numbers are indicated at the top. Row Z-scores demonstrate the relationship between the expression level of that transcript in the sample in comparison to the total mean expression level of that transcript. Row Z-scores that are positive (red) indicate higher expression of a transcript in a sample, in comparison to the total mean expression of the transcript, whereas Row Z-scores that are negative (blue) represent lower expression of that transcript. 35 of the gene transcripts were upregulated by E2 treatment, whereas only 10 of the gene transcripts had greater expression levels in OVX females.

3.4 Biological KEGG pathways represented by gene transcripts present in MeA Kiss1 cells

Biological pathway analysis, using KEGG pathways (68), was completed to identify potential functions of MeA Kiss1 cells. Pathway analysis examines how sets of gene transcripts cluster together to affect various biological processes. The top biological KEGG pathways with the lowest false discovery rate (pGFdr) were identified (Table 5). These pathways involve signaling pathways, such as the MAPK signaling pathway, calcium signaling pathway, and neurotrophin signaling pathway. Other interesting pathways include pathways for amphetamine addiction and alcoholism, as well as those involved in regulating diseases, such as basal cell carcinoma and herpes simplex infection. There were no KEGG pathways identified that were significantly altered by E2 treatment.

Table 5

Top 10 KEGG pathways (regardless of hormonal status)
Pathway NameKEGG ID# of pathway genes expressed in MeA Kiss1 cellsFalse discovery rate
Endocrine and other factor-regulated calcium reabsorption4961400.00040
Amphetamine addiction5031610.00040
Gastric acid secretion4971600.00061
Alcoholism50341090.00061
Focal adhesion45101850.00061
Glioma5214600.00061
ECM-receptor interaction4512720.00061
VEGF signaling pathway4370630.00065
Progesterone-mediated oocyte maturation4914750.00065
Prion diseases5020250.00065

The top 10 biological KEGG pathways, regardless of estrogen status, represented by transcripts found in female MeA Kiss1 cells.

The pathways shown are sorted based on the false discovery rate (pGFdr) beginning with the lowest false discovery rate.

3.5 Validation of RNA-seq gene expression findings using double-label ISH/IHC

The RNA-seq data suggested that MeA Kiss1 cells express >13,800 gene transcripts, almost all of which have never been reported before for this specific Kiss1 population. Therefore, in addition to validating our immuno-pulldown procedure via RT-PCR (Figure 2), we performed double-label ISH/IHC on brains from female KisstdTom mice to confirm the co-expression of a gene identified in the RNA-seq dataset that was not previously known to be present in MeA Kiss1 neurons (Cartpt; Figure 5, Table 2). We found that Cartpt mRNA was highly expressed in MeA brain slices, including very high overlap with MeA kisspeptin cells (tdTomato fluorescence; Figure 5). Quantitatively, virtually all Kiss1TdTomato cells (99%) in the MeA expressed Cartpt in this ISH/IHC assay.

Figure 5

Figure 5

Double-label IHC/ISH of Kiss1TdTomato cells and Cartpt in the medial amygdala of an E2-treated female mouse. (A) A representative image of Kiss1TdTomato cells (red) and Cartpt (purple) of an E2-treated female mouse. (B, C) Higher magnification images of the area in the white box showing a high degree of Cartpt (purple) expression in Kiss1TdTomato cells (red). opt = optic tract.

4 Discussion

The MeA has been implicated in modulating numerous physiological and behavioral processes (3244), including aspects of reproductive physiology. In females, lesions to the MeA disrupt ovarian cycles and prevent the E2-mediated LH surge, whereas acute electrical stimulation of the MeA stimulate LH release (3437). However, the exact cellular and molecular mechanisms and specific cell types for these MeA effects on reproduction remain unknown. Kisspeptin is able to stimulate the reproductive axis, via direct action on GnRH neurons, but very little is known about the functions, reproductive or otherwise, of Kiss1 neurons in the MeA, or how these neurons are regulated. Recent studies have begun to examine the detailed molecular profiles of AVPV and ARC Kiss1 neurons, including identifying numerous gene transcripts in these populations that are regulated by E2 (2527), but similar analyses have not been reported for other kisspeptin populations. In the current study, we use RNA-seq to examine the actively-translated transcripts of MeA Kiss1 neurons to identify, for the first time, what neuropeptides, signaling factors, and receptors these neurons produce.

In this study, we used the Ribotag technique to selectively isolate actively-translated mRNAs in MeA Kiss1 neurons. We first validated the success and specificity of this technique using RT-PCR. First, we found that both the Input (all cells in the MeA micropunch) and IP samples (only mRNAs from Kiss1 cells) were positive for Kiss1 mRNA from E2-treated females, as we would predict. Likewise, in OVX samples, Kiss1 was detected in both Input and IP samples as expected, with lower mRNA levels (lighter bands) than for E2 samples given that MeA Kiss1 expression is known to be stimulated by E2. The specificity of our technique was further confirmed by our samples from Cre- controls in which Kiss1 was present in the Input samples, as expected because they contain mRNA from all MeA cells in the micropunch including Kiss1 cells, but not in the IP samples. The lack of Kiss1 (and Cck) in the Cre- IP samples indicates that our Ribotag immuno-pulldown technique was specific to isolating mRNA from just Kiss1 cells in the micropunch. Our initial histological identification of Cck co-expression with Kiss1-TdTomato cells in the MeA (Figure 1) enabled us to use Cck as a positive control for MeA kisspeptin neurons in the RT-PCR validation step. Indeed, similar to Kiss1, we found that Cck mRNA was present in both Input and IP samples in E2-treated and OVX mice, with no Cck expression found in the IP samples of Cre- control mice, further supporting the specificity of the Ribotag technique. Knowing that Avp and Kiss1 are present in different regions of the MeA, we examined our Input and IP samples for the presence/absence of Avp as a negative control for kisspeptin cell transcripts. Whereas Input samples contained Avp mRNA, indicating its presence in the MeA region, no Avp was detected in any IP samples as we would predict if Avp is not expressed in Kiss1 cells. We also confirmed the co-expression of an RNAseq-identified gene in the Ribotag IP, Cartpt, in MeA kisspeptin neurons using histological assessment.

Our RNA-sequencing identified ~13,800 unique transcripts produced by MeA Kiss1 neurons. Most of the genes with the highest expression were for general cell maintenance, neuronal signaling, or protein synthesis and regulation. These results were further supported by the data regarding biological pathway analysis (KEGG pathways), which showed that many of the gene transcripts produced by MeA Kiss1 neurons are important for basic biological functions of neurons, such as the regulation of actin cytoskeleton, MAPK signaling pathway, and calcium signaling pathway, which are important processes for all cells, not just Kiss1 cells. Of interest, 2 of the 5 addiction pathways, amphetamine addiction and alcoholism, were represented in the top KEGG pathways, potentially because of the heavy involvement of dopamine, dynorphin, and glutamate in these pathways. Interestingly, many of the KEGG pathways identified for MeA Kiss1 cells were the same pathways identified for AVPV Kiss1 cells (25), which may suggest that some of these functions may be generalized to many cells in the brain and/or suggestive of undiscovered shared functions of Kiss1 neurons from several brain areas. We did not find any KEGG pathways that contained transcripts that were more represented in GDX or E2-treated mice. This result is not surprising given the low number of differentially expressed genes identified between the two hormone treatment groups, as discussed more below.

The mean expression analysis of gene transcripts in our dataset revealed >13,800 gene transcripts produced by MeA Kiss1 neurons, of which almost all are newly identified for this specific cell population. We identified genes for several neuropeptides found in other Kiss1 neuronal populations, such as Vgf, Penk, Tac1, Pdyn, Pnoc, and Gal, as well as several sex steroid receptors, Ar, Pgr, Esr1, and Esr2, though Esr2 levels were much lower than the other sex steroid receptors. The actions and targets of the identified neuropeptides co-expressed in MeA Kiss1 neurons remain unknown but may give clues into understanding the potential functions of these neurons. Interestingly, many of the identified neuropeptide genes, including the ones listed above, are also expressed in AVPV Kiss1 neurons (25, 27), and Kiss1 is upregulated by E2 in both the MeA and AVPV (1315, 17, 18), which may indicate AVPV and MeA Kiss1 cells share some similar functions. The presence of Ar in MeA Kiss1 neurons is interesting because previous studies demonstrated that T or E2, but not DHT, can increase MeA Kiss1 expression (17). However, the MeA is a sexually dimorphic brain structure, both in anatomy and genes expressed (8284), and this is hypothesized to be produced in part by androgen signaling. Thus, it may not be surprising that MeA Kiss1 cells (which have some sexually dimorphic qualities), express Ar, even if Kiss1 expression itself is not altered by AR signaling. Interestingly, we found that Cyp19a1, the gene encoding for aromatase, is not expressed in MeA Kiss1 cells, based on our current RNA-seq dataset, suggesting that the conversion of androgens to estrogens is occurring elsewhere. It is also possible that other gene transcripts in MeA Kiss1 neurons are regulated by AR signaling, even if the Kiss1 gene is not. Whether or not progesterone alters MeA Kiss1 expression remains unknown, but the importance of Pgr in these neurons could be interesting considering Pgr in Kiss1 cells is required for normal female fertility (52). Future research could evaluate whether Pgr specifically in MeA Kiss1 cells influences fertility. GABA signaling through GABABR is another proposed modulator of MeA Kiss1 expression (19), and previous ISH assays demonstrated that MeA Kiss1 neurons express GABABR mRNA (19, 20). Our present RNA-seq data support this finding as transcripts for both Gababr1 and Gababr2 subunits were highly expressed. Importantly, the expression of receptor transcripts by MeA Kiss1 cells does not automatically mean that the Kiss1 gene itself is regulated via activation of these receptors, as the receptor signaling may influence other genes or processes in these cells.

Surprisingly, only 45 of the 13,000+ gene transcripts produced by MeA Kiss1 neurons were found to be significantly regulated by E2 status, with a majority of these differentially expressed transcripts increasing with E2 treatment. This contrasts with AVPV Kiss1 cells in which 683 transcripts were altered by similar E2 treatment (25). Regardless, it is possible that some of these E2-senesitive transcripts in MeA Kiss1 neurons are involved in E2-regulated behavior and physiology, and future research can examine the roles of transcripts like Gal and Oxtr specifically in MeA Kiss1 neurons in such processes. It is unknown at present if E2’s effects on these 45 differentially expressed genes are due to E2 action directly or indirectly on MeA kisspeptin cells or via which ER subtype the effects are mediated. Supporting the possibility of some direct E2 regulation, our RNA-seq dataset indicated that MeA Kiss1 cells express Esr1 and, to a lesser degree, Esr2. However, some of the differential expression of gene transcripts may be due to indirect actions of E2 on other afferent cells that communicate with MeA kisspeptin neurons. Because so many transcripts were not differentially expressed with E2 treatment, it is possible that these MeA kisspeptin neurons have primary functions that are not dependent on E2 status. Future research might focus on the genes that were most highly expressed in these neurons (Tables 13) regardless of hormone status.

Recent studies by our group and Göcz and colleagues (2022) and have begun to examine the gene transcripts made by kisspeptin neurons in the murine AVPV (25) and ARC (26), respectively, and evaluated the role of E2 in regulating these gene transcripts (see Table 6 for a summary and comparison of these studies). In ARC kisspeptin neurons, 2,329 genes were found to be regulated by E2, with about an equal number of genes being upregulated vs downregulated by E2 (26). When these samples were analyzed differently with low-expressing genes removed, there were still 1,583 genes expressed by ARC kisspeptin neurons that were significantly altered by E2 treatment (27). In contrast to the ARC, kisspeptin neurons in the AVPV of the same mice only had 222 genes that were E2 regulated, with 142 of those genes being upregulated by E2 (27). Thus, more gene transcripts produced by ARC kisspeptin neurons appear to be responsive to E2 than in AVPV kisspeptin neurons. Our group previously examined gene transcripts made by female AVPV kisspeptin neurons using a different mouse model, E2 treatment paradigm, and RNA isolation techniques than used by Göcz and colleagues. In that prior study, we found a higher number of gene transcripts in AVPV kisspeptin neurons, 683 transcripts, that were regulated by E2 (25). It is possible the differences in isolation techniques (isolation from the ribosomes vs isolation from the entire kisspeptin neuron), E2 hormone treatment paradigms, or the parameters used to exclude low-expressing genes (summarized in Table 6) resulted in the different number of E2-regualted transcripts between these two AVPV studies. Despite these methodological differences, in both studies of AVPV kisspeptin neurons, more gene transcripts were upregulated by E2 than downregulated by E2, and over 50 of these gene transcripts that were E2 regulated were identified in both studies (25, 27). In the current study, we used the same mice and methodology as our prior AVPV study (25), and found that only 45 of >13,800 gene transcripts of MeA kisspeptin neurons were regulated by E2, with Kiss1 being one of them. Thus, our present data suggest that, in comparison to AVPV and ARC cells, most gene transcripts produced by MeA kisspeptin neurons are not sensitive to E2 and may be more strongly regulated by other signaling factors. Additional research is still needed to understand how MeA kisspeptin neurons are regulated, and the present RNA-seq dataset provides a starting point for such future research.

Table 6

Mouse modelMeAAVPVARC
Current StudyStephens et al., 2021: EndocrinologyGöcz et al., 2022: FrontiersGöcz et al., 2022: FrontiersGöcz et al., 2022: PNAS
KissCre (Elias) x Ribotag mouse (HA tag on Rpl22 gene)KissCre (Colledge) x ZsGreen mouse
Hormone TreatmentAll mice: OVX + 4 days E2 Silastic capsule (pre-treatment), E2 capsule removal & 1 wk washout; Treatment at collection: E2 mice receive another E2 Silastic capsule (5 days), OVX mice receive no capsule.All mice: OVX for 9 days; Treatment at collection: 4 days Silastic E2 capsule or OVX (sac day 13)
Brain dissectionMicropunch of MeA or AVPV regionslaser capture microdissection of kisspeptin cells
RNA isolationimmunoprecipitation using HA+ antibody54; only isolates RNA from ribosomes in Kiss1 neuronsRNA extraction from entire kisspeptin neuron
Samples4 mice pooled/sample; total of 3-4 pooled samples/hormone treatment300 kisspeptin cells/mouse, not pooled
LibraryIllumina mRNA unstranded libraryTrueSeq Stranded Total RNA Library Preparation Gold kit (Illumina)
RNA seqIllumina HiSeq4000Illumina NextSeq500/550 High Output kit v2.5
Removal of low-expressing genesCPM > 1 (comparative analysis); adjusted p-valueBasemean > 20 (comparative analysis); adjusted p-valueadjusted p-value
Total transcripts identified~13,800~13,30010623not statednot stated
# total genes regulated by E245683*222*15832329
# genes up-regulated by E235484142not stated1190
# genes down-regulated by E21019980not stated1139
KEGG pathways significantly altered by E203not statednot stated83

 A comparison of RNA-seq studies from the MeA, AVPV, and ARC kisspeptin neuron populations.

The mouse model, methodology, analysis, and results are compared between the current study and previous work looking in transcriptomics of kisspeptin neuron populations in female mice. *indicates over 50 of the same genes regulated by E2 were found in both AVPV studies.

The current RNA-seq data greatly expands upon the limited information regarding what signaling factors and receptors are produced by MeA Kiss1 neurons. We wanted to further validate our findings by performing an IHC/ISH for on a gene (Cartpt) identified for the first time by our RNAseq to be present in MeA kisspeptin neurons. This histological assay determined that virtually all of kisspeptin cells in the MeA region express Cartpt, supporting the very high expression levels of Cartpt in the RNA-seq dataset. At present, it is technically difficult to detect sufficient Kiss1 mRNA in the MeA using RNAscope methodology owing to lower levels of Kiss1 mRNA expressed per cell in this brain region than in the hypothalamus. One limitation in the current study is that the identification of MeA kisspeptin cells was achieved using a fluorescent reporter (TdTomato), instead of looking at actual Kiss1 mRNA expression. When more sensitive methodology becomes available, future research should examine MeA Kiss1 co-expression with other transcripts of interest identified in this RNA-seq dataset, to both confirm and better understand the co-expression of neuropeptides/receptors/enzymes and active Kiss1 expression.

In summary, the current dataset is the first large-scale examination of the identities of neuropeptides, receptors, and neurotransmitter-related genes produced by MeA Kiss1 cells. Other than being regulated by E2 and GABA, how Kiss1 in the MeA is regulated remains completely unknown. The current study identified additional receptor transcripts made by these kisspeptin neurons, which could drive future research directions on the regulation of these neurons and the Kiss1 gene itself. We also identified many neuropeptides and signaling factors not previously known to be produced by MeA Kiss1 neurons, some of which are implicated in MeA-influenced processes like reproduction and metabolism, along with transcripts important for basic cell maintenance and survival. Interestingly, while > 13,800 transcripts are made in these cells, only 45 transcripts were significantly regulated by E2. Whether and how this focused E2 regulation is related to these neurons’ functional roles remains to be determined. Very little is known about Kiss1 cells in the MeA and the current dataset therefore provides a valuable starting point for future research to examine the regulation and function of Kiss1 neurons in the MeA.

Statements

Data availability statement

The data presented in the study are deposited in the Gene Expression Omnibus data repository, accession number GSE224788.

Ethics statement

The animal study was reviewed and approved by IACUC committees at Albany Medical College and the University of California, San Diego.

Author contributions

The author contributions are as follows: experimental design (KMH, ASK, SBZS), data collection (KMH, LC, SBZS), data analysis (KMH, LC, ASK, SBZS), manuscript preparation and review (KMH, LC, ASK, SBZS). All authors contributed to the article and approved the submitted version.

Funding

This research was supported by NIH grants R01 HD090161, R01 HD100580, and P50 HD012303 to ASK and by NIH R00 HD092894 to SBZS. The University of Virginia Ligand Assay Core is supported by grant NIH R24HD102061. The Center for Computational Biology & Bioinformatics is funded through the Altman Clinical and Translational Research Institute (ACTRI) grant UL1TR001442. The UCSD IGM Genomics Center received support from NIH SIG grant S10 OD026929.

Acknowledgments

The authors thank Adriana Esparza, Paige Steffen, and Ruby Parra for general lab assistance and Chanond Nasamran of the CCBB for assistance with RNA-seq data analysis.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

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Summary

Keywords

kisspeptin, KISS1, GnRH, amygdala, estrogen, Cck, RiboTag, RNAseq

Citation

Hatcher KM, Costanza L, Kauffman AS and Stephens SBZ (2023) The molecular phenotype of kisspeptin neurons in the medial amygdala of female mice. Front. Endocrinol. 14:1093592. doi: 10.3389/fendo.2023.1093592

Received

09 November 2022

Accepted

13 January 2023

Published

10 February 2023

Volume

14 - 2023

Edited by

Ali Abbara, Imperial College London, United Kingdom

Reviewed by

Stephanie Constantin, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NIH), United States; Alejandro Lomniczi, Oregon Health & Science University, United States

Updates

Copyright

*Correspondence: Shannon B. Z. Stephens,

This article was submitted to Translational Endocrinology, a section of the journal Frontiers in Endocrinology

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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