Data from: Transcriptional regulation of human NMNAT2: Insights from 3D genome sequencing and bioinformatics
Data files
Dec 12, 2025 version files 1.20 MB
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README.md
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SupTable1-RNA-seq_data_for_undifferentiated_and_neuron-like_SH-SY5Y_cells_NoFormatting.xlsx
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SupTable1-RNA-seq_data_for_undifferentiated_and_neuron-like_SH-SY5Y_cells.xlsx
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SupTable2-TFs_from_the_NMNAT2_promoter_199bpRegion_NoFormatting.xlsx
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SupTable2-TFs_from_the_NMNAT2_promoter_616bp-199bpRegion_NoFormatting.xlsx
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SupTable2-TFs_from_the_NMNAT2_promoter.xlsx
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SupTable3-TFs_from_the_4C_interactomes_matched_to_RNA-seq_data_NoFormatting.xlsx
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SupTable3-TFs_from_the_4C_interactomes_matched_to_RNA-seq_data.xlsx
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SupTable4-Region1_FIMO_analysis_ATF4MA0833.1_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_ATF4MA0833.2_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_ATF6MA1466.1_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_HSF1MA0486.1_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_HSF1MA0486.2_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_SOX4MA0867.1_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis_SOX4MA0867.2_NoFormatting.xlsx
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SupTable4-Region1_FIMO_analysis.xlsx
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SupTable5-Region2_FIMO_analysis_ATF4MA0833.1_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_ATF4MA0833.2_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_ATF6MA1466.1_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_HSF1MA0486.1_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_HSF1MA0486.2_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_SOX4MA0867.1_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis_SOX4MA0867.2_NoFormatting.xlsx
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SupTable5-Region2_FIMO_analysis.xlsx
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SupTable6-gRNA_and_primer_sequences.xlsx
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SupTable6-gRNA_sequences_NoFormatting.xlsx
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SupTable6-primer_sequences_NoFormatting.xlsx
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Abstract
Nicotinamide mononucleotide adenylyl transferases 2 (NMNAT2) is a crucial enzyme involved in the synthesis of nicotinamide adenine dinucleotide (NAD), which is vital for neuronal health. NMNAT2 mRNA levels positively correlate with cognitive function in older adults but decline following various injuries or proteinopathies. To explore the transcriptional regulation of NMNAT2, we employed chromosome conformation capture followed by high-throughput sequencing (4C-seq) to identify potential enhancer and silencer regions interacting with the NMNAT2 promoter. Our findings revealed distinct NMNAT2 promoter interactomes in undifferentiated versus neuron-like SH-SY5Y cells. Through bioinformatics analyses—including the Genomic Regions Enrichment of Annotations Tool (GREAT), MEME Suite, WhichTF, FIMO, and RNA sequencing—we pinpointed potential NMNAT2-associated genes and transcription factors. Using data from the Religious Orders Study and the Rush Memory and Aging Project (ROSMAP) single-nucleus RNA sequencing, we demonstrated that the expression levels of many NMNAT2-associated genes significantly correlate with NMNAT2 in human neurons. Employing CRISPR-Cas9 strategies, we confirmed the necessity of two specific genomic regions within the interactomes and four transcription factors for regulating NMNAT2 transcription. Together, our study identifies distinctive genomic loci containing NMNAT2 regulatory elements in undifferentiated versus neuron-like SH-SY5Y cells, as well as NMNAT2-associated genes and putative transcription factors.
Dataset DOI: 10.5061/dryad.rv15dv4kg
Description of the data and file structure
These supplementary data include the analysis results, which comprise RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells (Supplementary Table 1); putative transcription factors predicted from the NMNAT2 promoter regions using MEME Suite analysis (meme-suite.org/meme/tools/meme) integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells (Supplementary Table 2); putative transcription factors predicted from the 4C interactomes through WhichTF analysis (bitbucket.org/bejerano/whichtf/src/master) integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells (Supplementary Table 3); transcription factor occurrences of HSF1, ATF4, ATF6, and SOX4 in Region 1 and Region 2 using FIMO analysis (meme-suite.org/meme/tools/fimo) (Supplementary Table 4 and 5); as well as a list of primers and gRNAs used in this study (Supplementary Table 6).
Files and variables
File: SupTable1-RNA-seq_data_for_undifferentiated_and_neuron-like_SH-SY5Y_cells.xlsx
Description: This file contains RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. Raw sequencing data were aligned to the human reference genome – hg19. Differential expression analysis was performed using edgeR.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated /neuron-like SH-SY5Y cells.
FC: fold change.
FDR: false discovery rate.
File: SupTable1-RNA-seq_data_for_undifferentiated_and_neuron-like_SH-SY5Y_cells_NoFormatting.xlsx
Description: This file contains RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. Raw sequencing data were aligned to the human reference genome – hg19. Differential expression analysis was performed using edgeR.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated /neuron-like SH-SY5Y cells.
FC: fold change.
FDR: false discovery rate.
File: SupTable2-TFs_from_the_NMNAT2_promoter.xlsx
Description: This file contains transcription factors predicted from the NMNAT2 promoter regions (199bp region; 616bp excluding 199bp region) using MEME Suite analysis integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. Motif analysis was carried out using MEME version 5.5.3. Any number of repetitions was used for the distribution of motif sites in sequences. The discovered motifs were input in Tomtom version 5.5.3 using the HOCOMOCOv11_core motif database and default parameters for TF prediction.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated/neuron-like SH-SY5Y cells.
Chr: chromosome.
Start: start position of exons.
End: end position of exons.
Length: gene length.
geneName: gene description.
SHSY5Y_vs_diffSHSY5Y_FC: fold change.
SHSY5Y_vs_diffSHSY5Y_logFC: log base 2 fold change.
SHSY5Y_vs_diffSHSY5Y_PValue: p value.
SHSY5Y_vs_diffSHSY5Y_FDR: false discovery rate.
CPM: counts per million.
File: SupTable2-TFs_from_the_NMNAT2_promoter_199bpRegion_NoFormatting.xlsx
Description: This file contains transcription factors predicted from the NMNAT2 promoter region (199bp region) using MEME Suite analysis integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. Motif analysis was carried out using MEME version 5.5.3. Any number of repetitions was used for the distribution of motif sites in sequences. The discovered motifs were input in Tomtom version 5.5.3 using the HOCOMOCOv11_core motif database and default parameters for TF prediction.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated/neuron-like SH-SY5Y cells.
Chr: chromosome.
Start: start position of exons.
End: end position of exons.
Length: gene length.
geneName: gene description.
SHSY5Y_vs_diffSHSY5Y_FC: fold change.
SHSY5Y_vs_diffSHSY5Y_logFC: log base 2 fold change.
SHSY5Y_vs_diffSHSY5Y_PValue: p value.
SHSY5Y_vs_diffSHSY5Y_FDR: false discovery rate.
CPM: counts per million.
File: SupTable2-TFs_from_the_NMNAT2_promoter_616bp-199bpRegion_NoFormatting.xlsx
Description: This file contains transcription factors predicted from the NMNAT2 promoter region (616bp excluding 199bp region) using MEME Suite analysis integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. Motif analysis was carried out using MEME version 5.5.3. Any number of repetitions was used for the distribution of motif sites in sequences. The discovered motifs were input in Tomtom version 5.5.3 using the HOCOMOCOv11_core motif database and default parameters for TF prediction.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated/neuron-like SH-SY5Y cells.
Chr: chromosome.
Start: start position of exons.
End: end position of exons.
Length: gene length.
geneName: gene description.
SHSY5Y_vs_diffSHSY5Y_FC: fold change.
SHSY5Y_vs_diffSHSY5Y_logFC: log base 2 fold change.
SHSY5Y_vs_diffSHSY5Y_PValue: p value.
SHSY5Y_vs_diffSHSY5Y_FDR: false discovery rate.
CPM: counts per million.
File: SupTable3-TFs_from_the_4C_interactomes_matched_to_RNA-seq_data.xlsx
Description: This file contains transcription factors predicted from the 4C interactomes using WhichTF analysis integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. WhichTF analysis was performed using the default setting in the pipeline.
TF: transcription factor.
log10CP: log10 conditional p-value.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated/neuron-like SH-SY5Y cells.
CPM: counts per million.
SHSY5Y_vs_diffSHSY5Y_FC: fold change.
SHSY5Y_vs_diffSHSY5Y_ FDR: false discovery rate.
File: SupTable3-TFs_from_the_4C_interactomes_matched_to_RNA-seq_data_NoFormatting.xlsx
Description: This file contains transcription factors predicted from the 4C interactomes using WhichTF analysis integrated with RNA-seq data from undifferentiated and differentiated/neuron-like SH-SY5Y cells. WhichTF analysis was performed using the default setting in the pipeline.
TF: transcription factor.
log10CP: log10 conditional p-value.
SHSY5Y: SH-SY5Y cells.
diffSHSY5Y: differentiated/neuron-like SH-SY5Y cells.
CPM: counts per million.
SHSY5Y_vs_diffSHSY5Y_FC: fold change.
SHSY5Y_vs_diffSHSY5Y_ FDR: false discovery rate.
File: SupTable4-Region1_FIMO_analysis.xlsx
Description: This file contains transcription factor occurrences of HSF1, ATF4, ATF6, and SOX4 in Region 1 using FIMO analysis. TF occurrences of HSF1, ATF4, ATF6, and SOX4 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motifs of HSF1, ATF4, ATF6, and SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_ATF4MA0833.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF4 in Region 1 using FIMO analysis. TF occurrences of ATF4 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF4 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_ATF4MA0833.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF4 in Region 1 using FIMO analysis. TF occurrences of ATF4 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF4 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_ATF6MA1466.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF6 in Region 1 using FIMO analysis. TF occurrences of ATF6 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF6 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_HSF1MA0486.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of HSF1 in Region 1 using FIMO analysis. TF occurrences of HSF1 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of HSF1 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_HSF1MA0486.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of HSF1 in Region 1 using FIMO analysis. TF occurrences of HSF1 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of HSF1 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_SOX4MA0867.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of SOX4 in Region 1 using FIMO analysis. TF occurrences of SOX4 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable4-Region1_FIMO_analysis_SOX4MA0867.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of SOX4 in Region 1 using FIMO analysis. TF occurrences of SOX4 in Region 1 were predicted using FIMO version 5.5.5 with default parameters. Motif of SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis.xlsx
Description: This file contains transcription factor occurrences of HSF1, ATF4, ATF6, and SOX4 in Region 2 using FIMO analysis. TF occurrences of HSF1, ATF4, ATF6, and SOX4 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motifs of HSF1, ATF4, ATF6, and SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_ATF4MA0833.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF4 in Region 2 using FIMO analysis. TF occurrences of ATF4 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF4 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_ATF4MA0833.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF4 in Region 2 using FIMO analysis. TF occurrences of ATF4 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF4 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_ATF6MA1466.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of ATF6 in Region 2 using FIMO analysis. TF occurrences of ATF6 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of ATF6 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_HSF1MA0486.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of HSF1 in Region 2 using FIMO analysis. TF occurrences of HSF1 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of HSF1 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_HSF1MA0486.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of HSF1 in Region 2 using FIMO analysis. TF occurrences of HSF1 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of HSF1 was retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_SOX4MA0867.1_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of SOX4 in Region 2 using FIMO analysis. TF occurrences of SOX4 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable5-Region2_FIMO_analysis_SOX4MA0867.2_NoFormatting.xlsx
Description: This file contains transcription factor occurrences of SOX4 in Region 2 using FIMO analysis. TF occurrences of SOX4 in Region 2 were predicted using FIMO version 5.5.5 with default parameters. Motif of SOX4 were retrieved from the JASPAR 2022 motif database (jaspar2022.genereg.net).
chr1: chromosome 1.
start: start position of matched sequences.
stop: stop position of matched sequences.
File: SupTable6-gRNA_and_primer_sequences.xlsx
Description: This file contains a list of primers and gRNAs used in this study.
File: SupTable6-gRNA_sequences_NoFormatting.xlsx
Description: This file contains a list of gRNAs used in this study.
File: SupTable6-primer_sequences_NoFormatting.xlsx
Description: This file contains a list of primers used in this study.
Code/software
Microsoft Excel version 16.95.4
