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. Author manuscript; available in PMC: 2026 Feb 26.
Published in final edited form as: Stem Cell Res. 2026 Jan 4;91:103905. doi: 10.1016/j.scr.2026.103905

Generation and characterization of POMC-tdTomato reporter human pluripotent stem cell lines

Vukasin M Jovanovic a, Rick Rausch b, Maria Caterina DeRosa b, David Castellano a, Cody McKee a, Chaitali Sen a, Fiona Daly a, Claudia A Doege b,*, Carlos A Tristan a,*
PMCID: PMC12934563  NIHMSID: NIHMS2141340  PMID: 41579593

Abstract

Proopiomelanocortin (POMC) is a precursor polypeptide that undergoes extensive, tissue-specific post-translational processing. It is expressed in several tissues, including pituitary gland, hypothalamus, brain stem, and skin. The hypothalamic POMC neurons in the arcuate nucleus are major neuronal populations involved in the regulation of body weight. In these neurons, POMC is processed into several peptides, among them the anorexigenic alpha-melanocyte stimulating hormone. Thus, the POMC neurons in the ARC have been named “satiety” neurons and are highly desirable drug targets. Here, we performed CRISPR/Cas9-mediated insertion of tdTomato reporter at the endogenous POMC locus, enabling direct visualization of POMC expression through tdTomato fluorescence in human pluripotent stem cell (hPSC)-derived hypothalamic neurons. This reporter line enables real-time visualization of POMC neuron differentiation, and selective enrichment of these populations for molecular, functional, and pharmacological studies. This line is readily available as new alternative method (NAM) platform, to support disease modeling and drug discovery in metabolic and neuroendocrine disorders within a human context.

1. Resource utility

These WA09 POMC-tdTomato human PSC reporter lines will serve as a resource for studies involving the differentiation of hPSCs into POMC expressing cell types. We demonstrate differentiation of these reporter cells into hypothalamic arcuate POMC neurons, validate reporter expression and their utility for functional characterization of these POMC neurons (see Table 1.).

Table 1.

Characterization and validation.

Classification Test Result Data

Morphology Microscopy Bright-field Normal Fig. 1 panel E
Suppl. Fig. 1 panel A
Phenotype Qualitative analysis (Immunocytochemistry) OCT4, NANOG, SOX2 Fig. 1 panel E
Suppl. Fig. 1 panel A
Quantitative analysis (RT-qPCR) Oct4, Nanog, Sox2 gene expression Fig. 1 panel D
Genotype Karyotype (CGH array) and resolution 46, XX Resolution: 50–100 kb Supplemental
mtDNA analysis (IF APPLICABLE) N/A N/A
Identity Performed
STR analysis 24 sites tested; matched Submitted in archive with journal.
Mutation analysis (IF APPLICABLE) Sequencing (Sanger) Homozygous and Heterozygous Fig. 1 panel F
Suppl. Fig. 1 panel B
Southern Blot OR WGS N/A
Off-target nuclease analysis with mismatches No Mutations found Suppl. Fig. 1 panel C
Microbiology and virology Mycoplasma Mycoplasma testing by luminescence. Negative Suppl. Fig. 1 panel D
Differentiation potential Directed differentiation Ectoderm (PAX6), mesoderm (TBXT), endoderm (SOX17), hypothalamic neurons (POMC) Fig. 1 panel G
Fig. 1 panel H
Donor screening (OPTIONAL) HIV 1 + 2 Hepatitis B, Hepatitis C N/A N/A
Genotype additional info (OPTIONAL) Blood group genotyping N/A N/A
Genotype additional info (OPTIONAL) HLA tissue typing N/A N/A

2. Resource details

The POMC gene encodes the precursor protein proopiomelanocortin, which undergoes enzymatic cleavage to generate multiple biologically active peptides, most notably adrenocorticotropic hormone (ACTH), melanocyte-stimulating hormones (MSHs), and β-endorphin. These peptides regulate diverse physiological processes, including energy homeostasis, stress and inflammatory responses, pigmentation, and mood modulation (Quarta et al., 2021). Within the hypothalamus, POMC is prominently expressed in the POMC neurons of the arcuate nucleus mediating satiety.

In this study, we generated a POMC knock-in reporter line by CRISPR/Cas9-mediated insertion of tdTomato into the endogenous POMC locus (Fig. 1A). Following nucleofection using a pCas9_CD4 (Stratigopoulos et al., 2018) and POMC-P2A-tdTomato targeting vector, cells were plated for recovery. Subsequently, cells were enriched using CD4 beads magnetic purification and plated at clonal density. Single colony picking yielded five independent clonal lines three carrying tdTomato (1G, 1B2, and 10E; Fig. 1B) and two non-edited clones (2A, and 8A; Fig. 1B). PCR using three primer sets (Table 2) was confirmed locus-specific insertion in clones 1G, 1B2 and 10E (Fig. 1C; primer set 1 and 2) and identify homozygous and heterozygous clones 1G, 1B2, and 10E, respectively (Fig. 1C; primer set 3). Clones with validated insertion were further analyzed by RT-qPCR to assess expression of pluripotency markers OCT4, SOX2, and NANOG, normalized to the parental WA09 line and compared against ectoderm-differentiated WA09 as a negative control (Fig. 1D).

Fig. 1. Generation and validation of a POMC-tdTomato knock-in reporter line.

Fig. 1.

(A) Schematic of CRISPR/Cas9-mediated knock-in strategy for insertion of a tdTomato reporter into the endogenous POMC locus. Primer sets 1–3 are positioned outside the RHA or LHA and within tdTomato where appropriate, as indicated. (B) Transfection of WA09 parental line followed by expansion, single-cell sorting and clonal expansion yielded five independent clonal lines (1G, 1B2, 2A, 8A, and 10E). (C) PCR genotyping using three primer sets confirmed locus-specific insertion and distinguished homozygous (1G, 1B2) from heterozygous (10E) knock-in clones. (D) RT-qPCR analysis of pluripotency markers OCT4, SOX2, and NANOG in validated clones, normalized to the parental WA09 line and compared against ectoderm-differentiated WA09 as a negative control. (E) Immunocytochemistry confirming OCT4, SOX2, and NANOG protein expression in homozygous (1G) clone. (F) Sanger sequencing verifying precise tdTomato reporter integration at the POMC locus. (G) Immunostaining of directly differentiated cultures of clone 1G into three germ layers showing expression of lineage-specific markers: PAX6 (ectoderm), TBXT (mesoderm), and SOX17 (endoderm). (H) Live-cell imaging (Incucyte) of 1G POMC-tdTomato clone at day 21 of hypothalamic neuronal differentiation showing robust tdTomato fluorescence. (I) Representative spontaneous action potential firing of POMC-tdTommato (W09 1G clone)-expressing hypothalamic neuron at −50 mV.

Table 2.

Reagents details.

Antibodies used for immunocytochemistry/flow-cytometry
Antibody Dilution Company Cat # RRID

Pluripotency Undifferentiation Markers Mouse anti-OCT4 1:100 Santa Cruz Cat# SC5279 AB_628051
Goat anti-SOX2 1:100 R&D Cat# AF2018 AB_355110
Rabbit anti-NANOG 1:200 Cell Signaling Technology Cat# 4903 AB_10559205
Differentiation Markers Rabbit anti-PAX6 1:100 1:100 Biolegend Cat# 901,302 AB_2749901
Rabbit anti-TBXT 1:1000 Cell Signaling Technology Cat# 81,694 AB_2799983
Rabbit anti-SOX17 Cell Signaling Technology Cat# 81,778 AB_2650582
Secondary antibodies Donkey anti-mouse Alexa Fluor 568 1:1000 Thermo Fisher Scientific Cat# A10037, A32849, A21206 AB_11180865
Donkey anti-goat Alexa Fluor 647 AB_2762840
Donkey anti-rabbit Alexa Fluor 488 AB_2535792
Primers

Target Size of band Forward/Reverse primer (5′–3′)

Sequencing Primer set 1 tdTomato insertion 200 bp GTAAAACGACGGCC
AGTCGCTACGGCGGT
TTCAT/GGAAACAGC
TATGACCATGATGA
ACTCTTTGATGACC
TCCT
Sequencing Primer set 2 tdTomato insertion 314 bp GTAAAACGACGGC
CAGTCACCACCTGT
TCCTGTACG/GGAAACA
GCTATGACCATGATATC
CTACCGCATGGAAACC
Sequencing Primer set 3 tdTomato insertion 1895 bp GTAAAACGACGG
CCAGTCCATCATCAA
GAACGCCTACA/GG
AAACAGCTATGACCA
TGGTGCCTTCA
CCCAAACTATCT
gRNA Targeting POMC C-term CCTACAAGAA
GGGCGAGTGA
Donor Template (LHA/P2A/tdTomato/STOP/RHA) CGACGCTTGACACG
CCCGACACTGTGCC
CTGTGTCCTCGGCAC
GTGGCGAGGGCGGC
CAGGGCCTAGGCGC
AGTGACGGGCGCGG
CAGCCGGGCCGGGG
TGCGGGGCACGGGC
TGCCCTCATGCCCTC
GCGTCTTCCCCCAGG
AGTGCATCCGGGCCT
GCAAGCCCGACCTCT
CGGCCGAGACTCCCA
TGTTCCCGGGAAATGGC
GACGAGCAGCCTCTGAC
CGAGAACCCCCGGAA
GTACGTCATGGGCCA
CTTCCGCTGGGACCG
ATTCGGCCGCCGCAA
CAGCAGCAGCAGCGG
CAGCAGCGGCGCAGG
GCAGAAGCGCGAGGA
CGTCTCAGCGGGCGA
AGACTGCGGCCCGCT
GCCTGAGGGCGGCCC
CGAGCCCCGCAGCGA
TGGTGCCAAGCCGGG
CCCGCGCGAGGGCAA
GCGCTCCTACTCCATGG
AGCACTTCCGCTGGGG
CAAGCCGGTGGGCAAG
AAGCGGCGCCCAGTGA
AGGTGTACCCTAACGG
CGCCGAGGACGAGTCG
GCCGAGGCCTTCCCCCT
GGAGTTCAAGAGGGA
GCTGACTGGCCAGC
GACTCCGGGAGGGA
GATGGCCCCGACGG
CCCTGCCGATGAC
Antibodies used for immunocytochemistry/flow-cytometry
Antibody Dilution Company Cat # RRID

GGCGCAGGGGCCC
AGGCCGACCTGGA
GCACAGCCTGCTG
GTGGCGGCCGAGA
AGAAGGACGAGGG
CCCCTACAGGATGG
AGCACTTCCGCTGG
GGCAGCCCGCCCAA
GGACAAGCGCTACG
GCGGTTTCATGACCT
CCGAGAAGAGCCAG
ACGCCCCTGGTGAC
GCTGTTCAAAAACG
CCATCATCAAGAAC
GCCTACAAGAAGGG
CGAGGGATCCGGAGC
CACGAACTTCTCTCTG
TTAAAGCAAGCAGGAG
ACGTGGAAGAAAACCC
CGGTCCTATGGTGAGC
AAGGGCGAGGAGGTCAT
CAAAGAGTTCATGCGCT
TCAAGGTGCGCATGGA
GGGCTCCATGAACGGC
CACGAGTTCGAGATCG
AGGGCGAGGGCGAGGG
CCGCCCCTACGAGGGC
ACCCAGACCGCCAAGCT
GAAGGTGACCAAGGGCG
GCCCCCTGCCCTTCGCC
TGGGACATCCTGTCCC
CCCAGTTCATGTACGG
CTCCAAGGCGTACGTG
AAGCACCCCGCCGACA
TCCCCGATTACAAGAAG
CTGTCCTTCCCCGAGGG
CTTCAAGTGGGAGCGCG
TGATGAACTTCGAGGAC
GGCGGTCTGGTGACC
GTGACCCAGGACTCC
TCCCTGCAGGACGG
CACGCTGATCTACA
AGGTGAAGATGCG
CGGCACCAACTTCC
CCCCCGACGGCCCC
GTAATGCAGAAGAA
GACCATGGGCTGGG
AGGCCTCCACCGAG
CGCCTGTACCCCCG
CGACGGCGTGCTGA
AGGGCGAGATCCAC
CAGGCCCTGAAGCTG
AAGGACGGCGGCCAC
TACCTGGTGGAGTTC
AAGACCATCTACATG
GCCAAGAAGCCCGTG
CAACTGCCCGGCTAC
TACTACGTGGACACC
AAGCTGGACATCACC
TCCCACAACGAGGAC
TACACCATCGTGGAA
CAGTACGAGCGCTCC
GAGGGCCGCCACCAC
CTGTTCCTGGGGCAT
GGCACCGGCAGCAC
CGGCAGCGGCAGCT
CCGGCACCGCCTCC
TCCGAGGACAACAA
CATGGCCGTCATCA
AAGAGTTCATGCGC
TTCAAGGTGCGCAT
GGAGGGCTCCATGAAC
GGCCACGAGTTCGA
GATCGAGGGCGAGG
GCGAGGGCCGCCCC
TACGAGGGCACCCA
GACCGCCAAGCTGA
AGGTGACCAAGGGC
GGCCCCCTGCCCTT
CGCCTGGGACATCC
TGTCCCCCCAGTTC
ATGTACGGCTCCA
AGGCGTACGTGAA
GCACCCCGCCGAC
ATCCCCGATTACA
AGAAGCTGTCCTT
CCCCGAGGGCTT
CAAGTGGGAGCG
CGTGATGAACTT
CGAGGACGGCG
GTCTGGTGACCG
TGACCCAGGAC
TCCTCCCTGCAG
GACGGCACGCTG
ATCTACAAGGTGAA
GATGCGCGGCA
CCAACTTCCCCCC
CGACGGCCCCGTA
ATGCAGAAGAAGA
CCATGGGCTGGGAGG
CCTCCACCGAGCGCC
TGTACCCCCGCGACG
GCGTGCTGAAGGGCG
AGATCCACCAGGCCC
TGAAGCTGAAGGACG
GCGGCCACTACCTGG
TGGAGTTCAAGACCA
TCTACATGGCCAAGA
AGCCCGTGCAACTGCC
CGGCTACTACTACGT
GGACACCAAGCTGGA
CATCACCTCCCACAA
CGAGGACTACACCA
TCGTGGAACAGTAC
GAGCGCTCCGAGGG
CCGCCACCACCTGTT
CCTGTACGGCATGG
ACGAGCTGTACAAGTGAGGGCACAGCGGGG
CCCCAGGGCTACCC
TCCCCCAGGAGGTC
GACCCCAAAGCCCCT
TGCTCTCCCCTGCCC
TGCTGCCGCCTCCCA
GCCTGGGGGGTCGTGG
CAGATAATCAGCCTCTT
AAAGCTGCCTGTAGTTA
GGAAATAAAACCTTT
CAAATTTCACATCC
ACCTCTGACTTTGA
ATGTAAACTGTGTG
AATAAAGTAAAAAT
ACGTAGCCGTCAA
ATAACAGCAGCA
TGGATCGGAGGA
GCACAGTGGTTT
CCATGCGGTAGG
ATATTTCACAGG
ACTTAGTGAGCGT
GAAAGGAAAATGT
GCTTCCTGCCCCCA
CCCCCAAATGGATC
TTCGAGGGATCAG
ATAGTTTGGGTGAA
GGCACAGGGTGGCT
CCAGCACCTCTAGG
ATGGCCGTATTTTCC
ACACACTCCACTGAG
TGGGAGACTGCTCAG
CTAGCACACGTGTAA
AGGCAGGATTCCTG
CAAGAGTGACCCCGGG
CGCTCAGGGGCTCC
CCGGCTCCGGTCCA
CCTCCAAAAGCCAG
TTGGACAGGTTGAG
GCCTACCCACGCCT
GGGAGTGCTCTGGA
CTGTCAGGTGAGAA
GTCTTGGTAATGTCT
CCGGGGAACTGCTCG
TAGCAATCCATGGGA
CCTTAGGCAAGTC
Primers for top off-target mutagenesis predicted site sequencing (for all CRISP/Cas9, ZNF and TALENS)

Target Size of band Forward/Reverse primer (5′–3′)

Off-target Primer Set 1 Chr5 685 TCCCAAAGTGCTG
GGATTAC/GATGCT
GAGGTTTAGGGTACAA
Off-target Primer Set 2 Chr4 274 TGCTATGCCCGGCT
AATTT/GCCGTCTTG
GCTCTTCTTTA
Off-target Primer Set 3 Chr13 460 CATTCTGCCTGTCTC
TCATTCT/CTGTGACCCT
GACTCTCTATTTG
Off-target Primer Set 4 Chr8 467 CCGGAGTGAATGATGGA
GATAAG/TGCACACCC
AAGATCCTTTAG

Among these, clones 1G and 1B2 (homozygous knock-in), and heterozygous clone 10E exhibited typical pluripotent morphology and robust expression of OCT4, SOX2, and NANOG proteins, as confirmed by immunocytochemistry (Fig. 1E and Appendix A). Sanger sequencing verified accurate reporter integration (Fig. 1F and Appendix A), and clone 1G was prioritized for downstream studies due to its homozygous insertion. All reporter lines were karyotyped, and short tandem repeat (STR) profiled (GenePrint 24 System, Promega; see STR analysis), and were free of Mycoplasma contamination (Appendix A).

The pluripotent differentiation potential of the 1G POMC-tdTomato line was validated by directed differentiation into the three germ layers, with expression of lineage markers PAX6 (ectoderm), TBXT (mesoderm), and SOX17 (endoderm) (Fig. 1G). Using our established differentiation protocol (Jovanovic et al., 2024), clone 1G was further directed into hypothalamic arcuate neurons. Live imaging at day 21 of differentiation revealed strong tdTomato fluorescence (Fig. 1H) with an average of 36.57 % of cells expressing tdTomato reporter (95 % confidence interval, margin of error +/− 1.413), and by day 28, td Tomato positive neurons exhibited spontaneous action potentials as demonstrated by patch-clamp electrophysiology recording (Fig. 1I).

Together, the WA09 POMC-tdTomato knock-in reporter line provides a renewable, well-characterized resource for the differentiation, identification, and functional interrogation of POMC-expressing cell types. Knock-in of the P2A sequence at the C-terminus of POMC may alter its stability and interactions leading to haploinsufficiency and/or alterations in functional response, however, this has not been assessed in this study and may require further characterization. This tool will facilitate studies of hypothalamic development, enable disease modeling in metabolic disorders, and allow live cell tracking and selective enrichment of POMC neurons for downstream experimental applications.

3. Materials and methods

3.1. Cell culture and gene editing

Cells were single-cell dissociated with Accutase (Gibco) for 5 min, and 2 × 106 cells were mixed in nucleofection buffer (Cell Nucleofector Kit 2; Cat # VPH-5022) with 7.5 μg plasmid pGS-gRNA POMC (gRNA CCTACAAGAAGGGCGAGTGA), 2.5 Âμg plasmid Cas9_CD4, and 10 μg POMC-P2A-tdTomato targeting vector followed by nucleofection using an Amaxa Nucleofector II (Program A-023) with the Human Stem Cell Nucleofector Kit 2 according to the manufacturer’s instructions. Nucleofected cells were plated onto Geltrex (Gibco)-coated plates in mTeSR Plus (STEMCELL Technologies) with RevitaCell (Gibco). Following 2 days of recovery, CD4-expressing cells were selected using human CD4 MicroBeads (Cat # 130–045-101; MS Column, Cat # 130–042-20; MACS Miltenyi Biotec) and re-plated at clonal density in 10 cm2 culture plates. After 7–12 days, colonies were picked into 96-well plates. Clonal analysis was done by PCR for tdTomato, and positive clones were expanded for further analysis. Subsequent culture was done on vitronectin (VTN)-coated plates in Essential 8 medium (E8; Gibco) and cryopreserved using E8 medium with 10 % DMSO and CEPT4. All cells were maintained at 37 °C, 5 % CO2 and assayed at passage 32.

3.2. Directed differentiation

Ectoderm, mesoderm and endoderm were induced as previously described (Chen et al., 2021).

Cell lines were differentiated into hypothalamic arcuate neurons as previously described (Jovanovic, et al., 2024). Briefly, WA09 POMC-tdTomato cells were plated on VTN-coated plates in E8. The next day, medium was replaced with Arc-1. On day 7, cells were single cell dissociated and plated onto AggreWell plates. The cells were maintained in Arc-2 medium until day 11. On day 11, medium was replaced with Arc-3. Spheres were dissociated on day 14 and plated on Geltrex-coated plates in Arc-3 medium until day 28, when POMC-tdTomato expression was assessed.

3.3. Immunocytochemistry

POMC-tdTomato cells were fixed with 4 % paraformaldehyde and stained in Perm-block buffer (0.1 % Triton X-100 and 5 % Bovine Serum Albumin in DPBS) using primary antibodies overnight and secondary antibodies for 2 h at RT (Table 2). Nuclei were stained using Hoechst 33,342 (ThermoFisher). Images were captured using a Leica DMi8 epifluorescence microscope.

3.4. Mycoplasma detection

The MycoAlert PLUS Mycoplasma Detection Kit (Lonza) was used to verify that WA09 POMC-tdTomato cell lines were mycoplasma-free.

3.5. tdTomato knock-in validation

Genomic DNA was extracted using the DNeasy Blood & Tissue Kit (Qiagen). PCR reactions were performed using appropriate primers (Table 2). PCR products were Sanger sequenced.

3.6. Short tandem repeat (STR) and karyotype analysis

STR profiling and karyotyping were performed by Cell Line Genetics (Madison, WI).

3.7. Patch-clamp electrophysiology

POMC-tdTomato (1G clone)-expressing hypothalamic neurons were plated on 12 mm glass coverslips (Carolina Biological Supply) coated with Poly-l-Ornithine (Sigma Aldrich) and iMatrix-511 SILK (Amsbio). D28-D35 tdTomato-expressing Arc neurons were visually identified by fluorescence for patch-clamp electrophysiology recordings. Extracellular media contained BrainPhys media (STEMCELL Technologies). Intracellular solution contained (in mM): 135 K-gluconate, 5 KCl, 5 MgATP, 0.5 Na2GTP, 5 HEPES, 2 MgCl2, 5 EGTA, 0.5 CaCl2, pH 7.4. Recordings were made using an Axopatch 200B (Molecular Devices) amplifier at a sampling rate of 10 kHz and a 2 kHz Bessel low-pass filter. Data was digitized using a Digidata 1550B with pClamp11 (Molecular Devices). Whole-cell configuration was obtained in voltage clamp mode, and switched to current clamp mode after waiting 3 min for the membrane potential to stabilize. Spontaneous action potentials were recorded at a − 50 mV.

Supplementary Material

1

Resource Table:

Unique stem cell line identifier WAe009-A-3I
WAe009-A-3 J
WAe009-A-3 K
Alternative name(s) of stem cell line WA09 POMC-tdTomato (homozygous clone 1G)
WA09 POMC-tdTomato (homozygous clone 1B2)
WA09 POMC-tdTomato (heterozygous clone 10E)
Institution National Center for Advancing
Translational Sciences, National Institutes of Health, Rockville, MD, USA
Department of Pathology and Cell Biology, Columbia University, New York, NY, USA
Contact information of the reported cell line distributor Carlos Tristan carlos.tristan@nih.gov
Type of cell line ESC
Origin Human embryonic stem cell line (WA09; H9)
Additional origin info (applicable for human ESC or iPSC) Age:
Sex: Female
Ethnicity: Unknown
Cell Source WA09 (H9) (WiCell Research Institute, Inc.)
Method of reprogramming Not applicable
Clonality Clonal
Evidence of the reprogramming transgene loss (including genomic copy if applicable) Not applicable
The cell culture system used Essential 8 medium on vitronectin
Type of the Genetic Modification CRISPR Cas9 mediated insertion of tdTomato at the POMC locus.
Associated disease N/A
Gene/locus modified in the reported transgenic line POMC
Method of modification / user-customizable nucleases (UCN) used, the resource used for design optimization CRISPR Cas9
User-customizable nuclease (UCN) delivery method Nucleofection
All double-stranded DNA genetic material molecules introduced into the cells Not applicable
Evidence of the absence of random integration of any plasmids or DS DNA introduced into the cells. Not applicable
Analysis of the nuclease-targeted allele status Sanger sequencing of target region.
Homozygous allele status validation PCR spanning the editing site, followed by Sanger sequencing.
Method of the off-target nuclease activity prediction and surveillance Cas-OFFinder with 3 mismatches. PCR across four off-target sites.
Descriptive name of the transgene POMC-tdTomato
Eukaryotic selective agent resistance cassettes (including inducible, gene/cell type-specific) Not applicable
Inducible/constitutive expression system details Not applicable
Date archived/stock creation date 4/24/25
Cell line repository/bank Not applicable
Ethical/GMO work approvals Not applicable
Addgene/public access repository recombinant DNA sources’ disclaimers (if applicable) Not applicable

Acknowledgments

This research was supported in part by the Intramural Research Program of the National Center for Advancing Translational Sciences (NCATS), NIH. The contribution of the NIH authors was made as part of their official duties as NIH federal employees, are in compliance with agency policy requirements, and are considered Works of the United States Government. However, the findings and conclusions presented in this paper are those of the authors and do not necessarily reflect the views of the NIH of the U.S. Department of Health and Human Services. CAD is supported by New York Obesity Research Center, P30 DK026687 and DK135938.

Appendix A. Supplementary data

Supplementary data to this article can be found online at https://doi.org/10.1016/j.scr.2026.103905.

Footnotes

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

CRediT authorship contribution statement

Vukasin M. Jovanovic: Writing – review & editing, Writing – original draft, Visualization, Validation, Supervision, Resources, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization. Rick Rausch: Data curation. Maria Caterina DeRosa: Data curation. David Castellano: Data curation. Cody McKee:. Chaitali Sen: Data curation. Fiona Daly: Data curation. Claudia A. Doege: Writing – review & editing, Writing – original draft, Visualization, Validation, Supervision, Resources, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization. Carlos A. Tristan:.

Data availability

Data will be made available on request.

References

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

1

Data Availability Statement

Data will be made available on request.

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