| Literature DB >> 27609221 |
Jose P Silva1, Guerline Lambert2, Derek van Booven3, Claes Wahlestedt2.
Abstract
BACKGROUND: Epidemiological and animal studies have reported that prenatal nicotine exposure (PNE) leads to obesity and type-2 diabetes in offspring. Central leptin-melanocortin signaling via hypothalamic arcuate proopiomelanocortin (POMC) neurons is crucial for the regulation of energy and glucose balance. Furthermore, hypothalamic POMC neurons were recently found to mediate the anorectic effects of nicotine through activation of acetylcholine receptors. Here, we hypothesized that PNE impairs leptin-melanocortinergic regulation of energy balance in first-generation offspring by altering expression of long non-coding RNAs (lncRNAs) putatively regulating development and/or function of hypothalamic POMC neurons.Entities:
Keywords: Epigenomics; Gestational nicotine exposure; Gm15851; Leptin-melanocortin signaling; Obesity; POMC neurons; Transcriptomics; Type 2 diabetes; lncRNA
Mesh:
Substances:
Year: 2016 PMID: 27609221 PMCID: PMC5015242 DOI: 10.1186/s13073-016-0348-2
Source DB: PubMed Journal: Genome Med ISSN: 1756-994X Impact factor: 11.117
Fig. 1Ad libitum nicotine intake led to high plasma cotinine levels, moderately reduced fluid intake, and did not alter body weight or food consumption of dams. a Twenty-four-hour fluid intake was determined in group-housed females (n = 4 cages of 3 females/group) before pregnancy and in individually housed females (n = 10/group) during gestation. b Nicotine intake before (n = 4) and during pregnancy (n = 10) was calculated based on 24-h fluid intake. c Plasma cotinine levels were determined by enzyme-linked immunosorbent assay (ELISA) after 4 weeks of nicotine ingestion. Plasma cotinine was detected in all nicotine-exposed females (n = 6) and was undetectable in non-exposed females (n = 6). d Twenty-four-hour food intake was determined in group-housed females (n = 4 cages of 3 females/group) before pregnancy. e Body weight was determined weekly before pregnancy (n = 12/group). Data were analyzed by two-way RM ANOVA followed by Bonferroni post-test (a) or by Mann–Whitney test (c) (**, p < 0.01). All data are expressed as mean ± SEM
Fig. 2First-generation adult PNE offspring do not develop adiposity or type 2 diabetes. a Cumulative food intake of PNE offspring and control offspring (in kcal) was determined after 16 weeks of diet. b Monthly body weight measurements concomitant with body composition measurements. c–e Relative body fat (c), relative lean mass (d), and relative fluid mass (e) in % of body weight (BW) determined monthly by nuclear magnetic resonance. f–l metabolic cage measurements of 24-h food intake (FI) (f), 24-h energy expenditure (EE) (g), 24-h oxygen consumption rates (VO2) (h), 24-h carbon dioxide production rates (VCO2) (i), respiratory exchange ratio (RER) (j), and 24-h locomotor activity (k, l) in week 10 of the diets. EE, VO2, and VCO2 were normalized to the lean mass determined by nuclear magnetic resonance prior to the start of the measurements. Locomotor activity was measured as horizontal (k) and vertical beam breaks counts (l). m Fasting glucose. n Fasting insulin determined in week 16 of the diets. o–p Area under the curve (AUC) determination of Glucose tolerance tests (GTT) conducted in week 6 of the diet (o) and Insulin tolerance tests (ITT) conducted in week 10 of the diets (p). q–r, Glucose concentration measurements during the GTT (q) and ITT (r). Mice were injected i.p. glucose 1 g/kg (q) or Insulin 0.5 IU/kg (r). Data were analyzed by two-way ANOVA (a–p) or two-way RM ANOVA (q, r) followed by Bonferroni post-tests (*, p < 0.05; **, p < 0.01; ***, p < 0.001) or by t test (f) (#, p < 0.05). The number of male offspring in each group was n = 5–9 originating from at least three different dams. All data are expressed as mean ± SEM. HFD intake effectively rendered mice obese, diabetic and hypoactive (a–i, k–p: p < 0.005, HFD vs. STD, two-way ANOVA)
Plasma lipids
| Lipid (mg/dl) | Nicotine STD | Control STD | Nicotine HFD | Control HFD |
|---|---|---|---|---|
| Triglycerides | 48.1 ± 5.4 | 44.6 ± 4.1 | 61.9 ± 5.4 | 67.0 ± 3.0* |
| Cholesterol | 67.5 ± 3.1 | 64.7 ± 1.4 | 156.5 ± 12.3** | 166.8 ± 4.7** |
| HDL-Cholesterol | 50.6 ± 3.6 | 48.9 ± 1.3 | 124.3 ± 3.0** | 125.9 ± 1.6** |
| VLDL-Cholesterol | 9.6 ± 1.2 | 8.9 ± 0.8 | 12.4 ± 1.0 | 13.4 ± 0.6* |
| LDL-Cholesterol | 5.2 ± 0.9 | 7.2 ± 1.1 | 27.3 ± 4.4** | 27.5 ± 3.8** |
Plasma lipids were determined in week 16 of the diets following 14 h overnight fasting using VITROS® technology. Data were analyzed by two-way ANOVA followed by Bonferrroni post-test (*, p < 0.01; **, p < 0.001 versus STD feeding). Each group consisted of n = 6–9 male offspring from at least three different dams. Data are expressed as mean ± SEM. HDL High density lipoprotein, LDL Low density lipoprotein, VLDL Very low density lipoprotein
Fig. 3PNE decreased body weight gain and moderately increased sensitivity to leptin-induced and melanotan II (MTII)-induced body weight loss of offspring in refeeding experiments. Male offspring were fasted for 12 h, injected i.p. leptin (5 mg/kg), MTII (5 mg/kg), or vehicle (PBS), and immediately offered food. Body weight gain (% of pre-injection body weight) and food intake were determined at defined time points post injection. a–d Leptin experiments: body weight change of STD mice (a) and HFD mice (b), cumulative food intake of STD mice (c) and HFD mice (d). e–h MTII experiments: body weight change of STD mice (e) and HFD mice (f), cumulative food intake of STD mice (g) and HFD mice (h). Data were analyzed by two-way ANOVA followed by Bonferroni post-tests (*, p < 0.05; **, p < 0.01; ***, p < 0.001) or unpaired two-tailed t test: (#, p < 0.05 and numerical p values in b and d). The number of male offspring in each group was n = 7–9 originating from at least three different dams. All data are expressed as mean ± SEM
Fig. 4PNE enhanced hypothalamic leptin signaling in offspring. a Plasma leptin determined in week 16 of the diets. b Hypothalamic POMC mRNA levels were determined in week 16 of the diets by reverse transcription quantitative PCR, normalized to β-actin mRNA and expressed relative to the STD-fed control group. The number of male offspring in each group in (a) and (b) was n = 7–9 originating from at least three different dams. c, d Leptin-induced nuclear STAT3 phosphorylation (P-STAT3) of hypothalamic arcuate nucleus neurons (c, d) and hypothalamic POMC neurons (d) determined in STD-fed mice by immunofluorescence using antibodies against STAT3-Tyr 705 phosphorylation and POMC polypeptide. P-STAT3 was detected using either a rabbit monoclonal (c) or mouse monoclonal antibody (d, left panel). Male offspring were fasted for 14 h, injected i.p. leptin (5 mg/kg), and sacrificed 30 min post injection. White arrows highlight several P-STAT3 reactive nuclei in the hypothalamic arcuate nucleus (ARC) (c, d, left panel), POMC positive neurons (d, middle panel), and POMC positive neurons with P-STAT3 reactive nuclei (d, right panel). Red arrows highlight neurons with cytoplasmic P-STAT3 immunoreactivity (c, right panel). 3 V refers to the third ventricle (c, d). The size bars represent 50 μM (c, d). e, f Quantification of leptin-induced nuclear STAT3 phosphorylation in hypothalamic arcuate neurons after staining with rabbit monoclonal P-STAT3 antibody (e) or mouse monoclonal P-STAT3 antibody (f) (n = 3 male offspring per group). g Quantification of P-STAT3 immunoreactive hypothalamic POMC neurons (n = 3 male offspring per group). Data were analyzed by two-way ANOVA followed by Bonferroni post-tests (*, p < 0.05; **, p < 0.01; ***, p < 0.001) (a, b) or by two-tailed t test (e, f). All data are expressed as mean ± SEM
RNA-seq alignment statistics
| Sample | Input read-pairs | Uniquely mapped read-pairs | Uniquely mapped read-pairs (%) |
|---|---|---|---|
| N1 | 39,371,421 | 28,694,853 | 72.9 |
| N2 | 33,778,273 | 23,411,127 | 69.3 |
| N3 | 37,980,952 | 26,573,624 | 70.0 |
| N4 | 43,271,579 | 31,630,187 | 73.1 |
| N5 | 98,021,209 | 67,023,419 | 68.4 |
| N6 | 25,381,274 | 18,901,075 | 74.5 |
| C1 | 43,903,675 | 28,076,176 | 63.9 |
| C2 | 31,996,428 | 22,462,184 | 70.2 |
| C3 | 39,669,137 | 26,617,656 | 67.1 |
| C4 | 31,587,579 | 23,443,335 | 74.2 |
| C5 | 46,728,455 | 33,418,612 | 71.5 |
| Average | 42,880,907 | 30,022,932 | 70.5 |
| Average nicotine ( | 46,300,785 | 32,705,714 | 71.3 |
| Average control ( | 38,777,055 | 26,803,593 | 69.4 |
Six PNE offspring (denoted as N1–N6) and five control offspring (denoted as C1–C5) were paired-end sequenced on Illuminas HiSeq2000 sequencer. Read-pairs passing Illumina’s internal quality filters (Input read-pairs) were aligned to the mouse mm10 reference genome using STAR [41]. Read-pairs mapped to a unique site of the mouse mm10 reference genome with less than two mismatches (Uniquely mapped read-pairs) were used for further analyses
Fig. 5Composition of the transcriptome of hypothalamic POMC neurons by total RNA (a), ncRNA (b), lncRNA (c), short ncRNA (d), antisense RNA (e), and sense RNA (complementary to antisense RNA) (f). Only RNAs expressed at levels > 1 CPM were considered for analyses
Gene Ontology classification of protein-coding genes by molecular function
| Category name (GO accession number) | Number of gene hits | Percent of gene hit against total number of genes | Percent of gene hit against total number of function hits |
|---|---|---|---|
| Antioxidant activity (GO:0016209) | 18 | 0.20 % | 0.10 % |
| Binding (GO:0005488) | 3817 | 33.10 % | 31.70 % |
| Catalytic activity (GO:0003824) | 3763 | 32.70 % | 31.20 % |
| Enzyme regulator activity (GO:0030234) | 717 | 6.20 % | 5.90 % |
| Nucleic acid binding transcription factor activity (GO:0001071) | 1097 | 9.50 % | 9.10 % |
| Protein binding transcription factor activity (GO:0000988) | 147 | 1.30 % | 1.20 % |
| Receptor activity (GO:0004872) | 849 | 7.40 % | 7.00 % |
| Structural molecule activity (GO:0005198) | 786 | 6.80 % | 6.50 % |
| Translation regulator activity (GO:0045182) | 116 | 1.00 % | 1.00 % |
| Transporter activity (GO:0005215) | 745 | 6.50 % | 6.20 % |
PANTHER classified 12,731 protein-coding genes with average expression values > 1 CPM by molecular function. A total of 13,395 molecular functions were hit
Gene Ontology classification of protein-coding genes by biological process
| Category name (GO accession number) | Number of gene hits | Percent of gene hit against total number of genes | Percent of gene hit against total number of process hits |
|---|---|---|---|
| Apoptotic process (GO:0006915) | 421 | 3.70 % | 2.10 % |
| Biological adhesion (GO:0022610) | 556 | 4.80 % | 2.80 % |
| Biological regulation (GO:0065007) | 2073 | 18.00 % | 10.40 % |
| Cellular component organization or biogenesis (GO:0071840) | 781 | 6.80 % | 3.90 % |
| Cellular process (GO:0009987) | 3721 | 32.30 % | 18.70 % |
| Developmental process (GO:0032502) | 1648 | 14.30 % | 8.30 % |
| Growth (GO:0040007) | 3 | 0.00 % | 0.00 % |
| Immune system process (GO:0002376) | 872 | 7.60 % | 4.40 % |
| Localization (GO:0051179) | 1779 | 15.40 % | 9.00 % |
| Locomotion (GO:0040011) | 7 | 0.10 % | 0.00 % |
| Metabolic process (GO:0008152) | 5775 | 50.10 % | 29.10 % |
| Multicellular organismal process (GO:0032501) | 1065 | 9.20 % | 5.40 % |
| Reproduction (GO:0000003) | 306 | 2.70 % | 1.50 % |
| Response to stimulus (GO:0050896) | 841 | 7.30 % | 4.20 % |
PANTHER classified 12,731 protein-coding genes with average expression values > 1 CPM by biological process. A total of 21,970 biological processes were hit
Gene Ontology classification of protein-coding genes by protein class
| Category name (PANTHER protein class accession number) | Number of gene hits | Percent of gene hit against total number of genes | Percent of gene hit against total number of protein class hits |
|---|---|---|---|
| Calcium-binding protein (PC00060) | 242 | 2.10 % | 1.90 % |
| Cell adhesion molecule (PC00069) | 310 | 2.70 % | 2.50 % |
| Cell junction protein (PC00070) | 104 | 0.90 % | 0.80 % |
| Chaperone (PC00072) | 168 | 1.50 % | 1.30 % |
| Cytoskeletal protein (PC00085) | 541 | 4.70 % | 4.30 % |
| Defense/immunity protein (PC00090) | 238 | 2.10 % | 1.90 % |
| Enzyme modulator (PC00095) | 981 | 8.50 % | 7.90 % |
| Extracellular matrix protein (PC00102) | 289 | 2.50 % | 2.30 % |
| Hydrolase (PC00121) | 1046 | 9.10 % | 8.40 % |
| Isomerase (PC00135) | 116 | 1.00 % | 0.90 % |
| Kinase (PC00137) | 400 | 3.50 % | 3.20 % |
| Ligase (PC00142) | 350 | 3.00 % | 2.80 % |
| Lyase (PC00144) | 131 | 1.10 % | 1.00 % |
| Membrane traffic protein (PC00150) | 316 | 2.70 % | 2.50 % |
| Nucleic acid binding (PC00171) | 1703 | 14.80 % | 13.60 % |
| Oxidoreductase (PC00176) | 404 | 3.50 % | 3.20 % |
| Phosphatase (PC00181) | 227 | 2.00 % | 1.80 % |
| Protease (PC00190) | 337 | 2.90 % | 2.70 % |
| Receptor (PC00197) | 872 | 7.60 % | 7.00 % |
| Signaling molecule (PC00207) | 506 | 4.40 % | 4.10 % |
| Storage protein (PC00210) | 9 | 0.10 % | 0.10 % |
| Structural protein (PC00211) | 75 | 0.70 % | 0.60 % |
| Surfactant (PC00212) | 28 | 0.20 % | 0.20 % |
| Transcription factor (PC00218) | 1110 | 9.60 % | 8.90 % |
| Transfer/carrier protein (PC00219) | 263 | 2.30 % | 2.10 % |
| Transferase (PC00220) | 943 | 8.20 % | 7.60 % |
| Transmembrane receptor regulatory/adaptor protein (PC00226) | 58 | 0.50 % | 0.50 % |
| Transporter (PC00227) | 715 | 6.20 % | 5.70 % |
| Viral protein (PC00237) | 3 | 0.00 % | 0.00 % |
| Storage protein (PC00210) | 9 | 0.10 % | 0.10 % |
| Structural protein (PC00211) | 75 | 0.70 % | 0.60 % |
| Urfactant (PC00212) | 28 | 0.20 % | 0.20 % |
| Transcription factor (PC00218) | 1110 | 9.60 % | 8.90 % |
| Transfer/carrier protein (PC00219) | 263 | 2.30 % | 2.10 % |
| Transferase (PC00220) | 943 | 8.20 % | 7.60 % |
| Transmembrane receptor regulatory/adaptor protein (PC00226) | 58 | 0.50 % | 0.50 % |
| Transporter (PC00227) | 715 | 6.20 % | 5.70 % |
| Viral protein (PC00237) | 3 | 0.00 % | 0.00 % |
| Storage protein (PC00210) | 9 | 0.10 % | 0.10 % |
| Structural protein (PC00211) | 75 | 0.70 % | 0.60 % |
| Surfactant (PC00212) | 28 | 0.20 % | 0.20 % |
| Storage protein (PC00210) | 9 | 0.10 % | 0.10 % |
| Structural protein (PC00211) | 75 | 0.70 % | 0.60 % |
| Surfactant (PC00212) | 28 | 0.20 % | 0.20 % |
| Transcription factor (PC00218) | 1110 | 9.60 % | 8.90 % |
| Transfer/carrier protein (PC00219) | 263 | 2.30 % | 2.10 % |
| Transferase (PC00220) | 943 | 8.20 % | 7.60 % |
| Transmembrane receptor regulatory/adaptor protein (PC00226) | 58 | 0.50 % | 0.50 % |
| Transporter (PC00227) | 715 | 6.20 % | 5.70 % |
| Viral protein (PC00237) | 3 | 0.00 % | 0.00 % |
PANTHER classified 12,731 protein-coding genes with average expression values > 1 CPM by protein class. A total of 13,887 protein classes were hit
Gene Ontology classification of protein-coding genes by cellular component
| Category name (GO accession number) | Number of gene hits | Percent of gene hit against total number of genes | Percent of gene hit against total number of cellular component hits |
|---|---|---|---|
| Cell junction (GO:0030054) | 47 | 0.40 % | 1.50 % |
| Cell part (GO:0044464) | 1063 | 9.20 % | 34.90 % |
| Extracellular matrix (GO:0031012) | 229 | 2.00 % | 7.50 % |
| Extracellular region (GO:0005576) | 314 | 2.70 % | 10.30 % |
| Macromolecular complex (GO:0032991) | 437 | 3.80 % | 14.40 % |
| Membrane (GO:0016020) | 272 | 2.40 % | 8.90 % |
| Organelle (GO:0043226) | 679 | 5.90 % | 22.30 % |
| Synapse (GO:0045202) | 4 | 0.00 % | 0.10 % |
PANTHER classified 12,731 protein-coding genes with average expression values > 1 CPM by cellular component. Protein-coding genes hit a total of 3366 cellular components
Fig. 6Assignment of expressed genes to PANTHER defined pathways. The PANTHER pathway accession numbers and the number of mapped genes are indicated. Only genes expressed at levels > 1 CPM were considered
Gene Ontology classification of protein-coding genes by pathway
| Category name (PANTHER pathway accession number) | Number of gene hits | Percent of gene hit against total number of genes | Percent of gene hit against total number of pathway hits |
|---|---|---|---|
| 2-arachidonoylglycerol biosynthesis (P05726) | 4 | 0.00 % | 0.10 % |
| 5-Hydroxytryptamine biosynthesis (P04371) | 2 | 0.00 % | 0.00 % |
| 5-Hydroxytryptamine degradation (P04372) | 3 | 0.00 % | 0.10 % |
| 5HT1 type receptor mediated signaling pathway (P04373) | 25 | 0.20 % | 0.60 % |
| 5HT2 type receptor mediated signaling pathway (P04374) | 39 | 0.30 % | 1.00 % |
| 5HT3 type receptor mediated signaling pathway (P04375) | 12 | 0.10 % | 0.30 % |
| 5HT4 type receptor mediated signaling pathway (P04376) | 16 | 0.10 % | 0.40 % |
| Acetate utilization (P02722) | 3 | 0.00 % | 0.10 % |
| Activin-beta signaling pathway (P06210) | 3 | 0.00 % | 0.10 % |
| Adenine and hypoxanthine salvage pathway (P02723) | 6 | 0.10 % | 0.10 % |
| Adrenaline and noradrenaline biosynthesis (P00001) | 22 | 0.20 % | 0.50 % |
| Alanine biosynthesis (P02724) | 2 | 0.00 % | 0.00 % |
| ALP23B_signaling_pathway (P06209) | 3 | 0.00 % | 0.10 % |
| Alpha adrenergic receptor signaling pathway (P00002) | 20 | 0.20 % | 0.50 % |
| Alzheimer disease-amyloid secretase pathway (P00003) | 50 | 0.40 % | 1.20 % |
| Alzheimer disease-presenilin pathway (P00004) | 74 | 0.60 % | 1.80 % |
| Aminobutyrate degradation (P02726) | 2 | 0.00 % | 0.00 % |
| Androgen/estrogene/progesterone biosynthesis (P02727) | 3 | 0.00 % | 0.10 % |
| Angiogenesis (P00005) | 125 | 1.10 % | 3.10 % |
| Angiotensin II-stimulated signaling through G proteins and beta-arrestin (P05911) | 30 | 0.30 % | 0.70 % |
| Apoptosis signaling pathway (P00006) | 80 | 0.70 % | 2.00 % |
| Arginine biosynthesis (P02728) | 4 | 0.00 % | 0.10 % |
| Ascorbate degradation (P02729) | 2 | 0.00 % | 0.00 % |
| Asparagine and aspartate biosynthesis (P02730) | 4 | 0.00 % | 0.10 % |
| ATP synthesis (P02721) | 6 | 0.10 % | 0.10 % |
| Axon guidance mediated by netrin (P00009) | 29 | 0.30 % | 0.70 % |
| Axon guidance mediated by semaphorins (P00007) | 18 | 0.20 % | 0.40 % |
| Axon guidance mediated by Slit/Robo (P00008) | 18 | 0.20 % | 0.40 % |
| B cell activation (P00010) | 49 | 0.40 % | 1.20 % |
| Beta1 adrenergic receptor signaling pathway (P04377) | 26 | 0.20 % | 0.60 % |
| Beta2 adrenergic receptor signaling pathway (P04378) | 26 | 0.20 % | 0.60 % |
| Beta3 adrenergic receptor signaling pathway (P04379) | 11 | 0.10 % | 0.30 % |
| Blood coagulation (P00011) | 22 | 0.20 % | 0.50 % |
| BMP_signaling_pathway-drosophila (P06211) | 2 | 0.00 % | 0.00 % |
| Cadherin signaling pathway (P00012) | 103 | 0.90 % | 2.50 % |
| Carnitine and CoA metabolism (P02732) | 1 | 0.00 % | 0.00 % |
| Carnitine metabolism (P02733) | 1 | 0.00 % | 0.00 % |
| Cell cycle (P00013) | 17 | 0.10 % | 0.40 % |
| Cholesterol biosynthesis (P00014) | 9 | 0.10 % | 0.20 % |
| Circadian clock system (P00015) | 9 | 0.10 % | 0.20 % |
| Coenzyme A biosynthesis (P02736) | 6 | 0.10 % | 0.10 % |
| Cortocotropin releasing factor receptor signaling pathway (P04380) | 27 | 0.20 % | 0.70 % |
| Cysteine biosynthesis (P02737) | 1 | 0.00 % | 0.00 % |
| Cytoskeletal regulation by Rho GTPase (P00016) | 57 | 0.50 % | 1.40 % |
| De novo purine biosynthesis (P02738) | 19 | 0.20 % | 0.50 % |
| De novo pyrimidine deoxyribonucleotide biosynthesis (P02739) | 6 | 0.10 % | 0.10 % |
| De novo pyrmidine ribonucleotides biosythesis (P02740) | 8 | 0.10 % | 0.20 % |
| DNA replication (P00017) | 19 | 0.20 % | 0.50 % |
| Dopamine receptor mediated signaling pathway (P05912) | 48 | 0.40 % | 1.20 % |
| DPP_signaling_pathway (P06213) | 2 | 0.00 % | 0.00 % |
| DPP-SCW_signaling_pathway (P06212) | 2 | 0.00 % | 0.00 % |
| EGF receptor signaling pathway (P00018) | 101 | 0.90 % | 2.50 % |
| Endogenous_cannabinoid_signaling (P05730) | 18 | 0.20 % | 0.40 % |
| Endothelin signaling pathway (P00019) | 65 | 0.60 % | 1.60 % |
| Enkephalin release (P05913) | 17 | 0.10 % | 0.40 % |
| FAS signaling pathway (P00020) | 24 | 0.20 % | 0.60 % |
| FGF signaling pathway (P00021) | 86 | 0.70 % | 2.10 % |
| Flavin biosynthesis (P02741) | 2 | 0.00 % | 0.00 % |
| Folate biosynthesis (P02742) | 2 | 0.00 % | 0.00 % |
| Formyltetrahydroformate biosynthesis (P02743) | 4 | 0.00 % | 0.10 % |
| Fructose galactose metabolism (P02744) | 9 | 0.10 % | 0.20 % |
| GABA-B_receptor_II_signaling (P05731) | 30 | 0.30 % | 0.70 % |
| Gamma-aminobutyric acid synthesis (P04384) | 5 | 0.00 % | 0.10 % |
| GBB_signaling_pathway (P06214) | 2 | 0.00 % | 0.00 % |
| General transcription by RNA polymerase I (P00022) | 13 | 0.10 % | 0.30 % |
| General transcription regulation (P00023) | 30 | 0.30 % | 0.70 % |
| Glutamine glutamate conversion (P02745) | 2 | 0.00 % | 0.00 % |
| Glycolysis (P00024) | 18 | 0.20 % | 0.40 % |
| Gonadotropin releasing hormone receptor pathway (P06664) | 185 | 1.60 % | 4.60 % |
| Hedgehog signaling pathway (P00025) | 19 | 0.20 % | 0.50 % |
| Heme biosynthesis (P02746) | 8 | 0.10 % | 0.20 % |
| Heterotrimeric G-protein signaling pathway-Gi alpha and Gs alpha mediated pathway (P00026) | 103 | 0.90 % | 2.50 % |
| Heterotrimeric G-protein signaling pathway-Gq alpha and Go alpha mediated pathway (P00027) | 86 | 0.70 % | 2.10 % |
| Heterotrimeric G-protein signaling pathway-rod outer segment phototransduction (P00028) | 17 | 0.10 % | 0.40 % |
| Histamine H1 receptor mediated signaling pathway (P04385) | 22 | 0.20 % | 0.50 % |
| Histamine H2 receptor mediated signaling pathway (P04386) | 9 | 0.10 % | 0.20 % |
| Huntington disease (P00029) | 112 | 1.00 % | 2.80 % |
| Hypoxia response via HIF activation (P00030) | 21 | 0.20 % | 0.50 % |
| Inflammation mediated by chemokine and cytokine signaling pathway (P00031) | 135 | 1.20 % | 3.30 % |
| Insulin/IGF pathway-mitogen activated protein kinase kinase/MAP kinase cascade (P00032) | 26 | 0.20 % | 0.60 % |
| Insulin/IGF pathway-protein kinase B signaling cascade (P00033) | 30 | 0.30 % | 0.70 % |
| Integrin signalling pathway (P00034) | 135 | 1.20 % | 3.30 % |
| Interferon-gamma signaling pathway (P00035) | 24 | 0.20 % | 0.60 % |
| Interleukin signaling pathway (P00036) | 59 | 0.50 % | 1.50 % |
| Ionotropic glutamate receptor pathway (P00037) | 41 | 0.40 % | 1.00 % |
| Isoleucine biosynthesis (P02748) | 3 | 0.00 % | 0.10 % |
| JAK/STAT signaling pathway (P00038) | 15 | 0.10 % | 0.40 % |
| Leucine biosynthesis (P02749) | 2 | 0.00 % | 0.00 % |
| Lipoate_biosynthesis (P02750) | 2 | 0.00 % | 0.00 % |
| Mannose metabolism (P02752) | 5 | 0.00 % | 0.10 % |
| Metabotropic glutamate receptor group I pathway (P00041) | 19 | 0.20 % | 0.50 % |
| Metabotropic glutamate receptor group II pathway (P00040) | 25 | 0.20 % | 0.60 % |
| Metabotropic glutamate receptor group III pathway (P00039) | 45 | 0.40 % | 1.10 % |
| Methionine biosynthesis (P02753) | 2 | 0.00 % | 0.00 % |
| Methylcitrate cycle (P02754) | 2 | 0.00 % | 0.00 % |
| Methylmalonyl pathway (P02755) | 3 | 0.00 % | 0.10 % |
| mRNA splicing (P00058) | 6 | 0.10 % | 0.10 % |
| Muscarinic acetylcholine receptor 1 and 3 signaling pathway (P00042) | 38 | 0.30 % | 0.90 % |
| Muscarinic acetylcholine receptor 2 and 4 signaling pathway (P00043) | 29 | 0.30 % | 0.70 % |
| P53 pathway feedback loops 1 (P04392) | 5 | 0.00 % | 0.10 % |
| P53 pathway feedback loops 2 (P04398) | 41 | 0.40 % | 1.00 % |
| Parkinson disease (P00049) | 74 | 0.60 % | 1.80 % |
| PDGF signaling pathway (P00047) | 105 | 0.90 % | 2.60 % |
| Pentose phosphate pathway (P02762) | 7 | 0.10 % | 0.20 % |
| Phenylethylamine degradation (P02766) | 1 | 0.00 % | 0.00 % |
| PI3 kinase pathway (P00048) | 40 | 0.30 % | 1.00 % |
| Plasminogen activating cascade (P00050) | 3 | 0.00 % | 0.10 % |
| PLP biosynthesis (P02759) | 1 | 0.00 % | 0.00 % |
| Proline biosynthesis (P02768) | 4 | 0.00 % | 0.10 % |
| Purine metabolism (P02769) | 7 | 0.10 % | 0.20 % |
| Pyridoxal phosphate salvage pathway (P02770) | 1 | 0.00 % | 0.00 % |
| Pyrimidine Metabolism (P02771) | 8 | 0.10 % | 0.20 % |
| Pyruvate metabolism (P02772) | 6 | 0.10 % | 0.10 % |
| Ras Pathway (P04393) | 61 | 0.50 % | 1.50 % |
| S adenosyl methionine biosynthesis (P02773) | 2 | 0.00 % | 0.00 % |
| Salvage pyrimidine deoxyribonucleotides (P02774) | 1 | 0.00 % | 0.00 % |
| Salvage pyrimidine ribonucleotides (P02775) | 6 | 0.10 % | 0.10 % |
| SCW_signaling_pathway (P06216) | 2 | 0.00 % | 0.00 % |
| Serine glycine biosynthesis (P02776) | 5 | 0.00 % | 0.10 % |
| Succinate to proprionate conversion (P02777) | 2 | 0.00 % | 0.00 % |
| Sulfate assimilation (P02778) | 2 | 0.00 % | 0.00 % |
| Synaptic_vesicle_trafficking (P05734) | 24 | 0.20 % | 0.60 % |
| T cell activation (P00053) | 58 | 0.50 % | 1.40 % |
| TCA cycle (P00051) | 9 | 0.10 % | 0.20 % |
| TGF-beta signaling pathway (P00052) | 62 | 0.50 % | 1.50 % |
| Thiamine metabolism (P02780) | 3 | 0.00 % | 0.10 % |
| Threonine biosynthesis (P02781) | 2 | 0.00 % | 0.00 % |
| Thyrotropin-releasing hormone receptor signaling pathway (P04394) | 35 | 0.30 % | 0.90 % |
| Toll receptor signaling pathway (P00054) | 39 | 0.30 % | 1.00 % |
| Toll_pathway_drosophila (P06217) | 1 | 0.00 % | 0.00 % |
| Transcription regulation by bZIP transcription factor (P00055) | 41 | 0.40 % | 1.00 % |
| Triacylglycerol metabolism (P02782) | 1 | 0.00 % | 0.00 % |
| Tryptophan biosynthesis (P02783) | 1 | 0.00 % | 0.00 % |
| Tyrosine biosynthesis (P02784) | 1 | 0.00 % | 0.00 % |
| Ubiquitin proteasome pathway (P00060) | 50 | 0.40 % | 1.20 % |
| Valine biosynthesis (P02785) | 3 | 0.00 % | 0.10 % |
| Vasopressin synthesis (P04395) | 11 | 0.10 % | 0.30 % |
| VEGF signaling pathway (P00056) | 47 | 0.40 % | 1.20 % |
| Vitamin B6 metabolism (P02787) | 3 | 0.00 % | 0.10 % |
| Vitamin D metabolism and pathway (P04396) | 7 | 0.10 % | 0.20 % |
| Wnt signaling pathway (P00057) | 211 | 1.80 % | 5.20 % |
| Xanthine and guanine salvage pathway (P02788) | 4 | 0.00 % | 0.10 % |
PANTHER classified 12,731 protein-coding genes with average expression values > 1 CPM by pathway. A total of 4445 pathways were hit
Fig. 7PNE upregulated an antisense RNA, Gm15851, in hypothalamic POMC neurons of adult offspring. a Two-way clustering of RNA-seq expression data of POMC neurons reveal overlapping gene expression signatures in PNE offspring (N1–N6) and control offspring (C1–C5). The color code represents the gene expression value in log2CPM. Only genes with average expression levels > 1 CPM across all offspring were considered. b Strand-specific qRT-PCR confirms overexpression of Gm15851 in POMC neurons of PNE offspring (*, p < 0.05, n = 5–6, two-tailed t test with Welch correction). c Schematic of genomic localization of Gm15851 within a 28.29 kb segment spanning the chromosomal coordinates 133.9 Mb and 133.92 Mb of chromosome 1. Gm15851 is a spliced antisense transcript to Prelp and Optc on the forward strand of mouse chromosome 1. Boxes denote exons. Arrowheads denote gene orientation