Study / S9AU3WOKK2026-08-17

Massively parallel characterization of adolescent idiopathic scoliosis risk variants

Darius Ramkhalawan, Justin Koesterich, Fahim Rejanur Tasin, Carlos Cuna, Anat Kreimer et al.

About this study

Adolescent idiopathic scoliosis (AIS) is a common pediatric musculoskeletal disorder characterized by lateral spinal curvature, often leading to chronic pain and deformity. While a significant genetic component to AIS is recognized, the functional impact of most associated genetic variants, particularly those in noncoding regions, remains largely unknown. Using massively parallel reporter assays, we examined the regulatory activity of 1,664 variants in linkage disequilibrium with 26 AIS lead variants identified through genome-wide association studies (GWAS). Candidate regulatory sequences containing the reference or alternative alleles were tested in two human chondrocyte cell lines, TC28a2 and SW1353, as chondrocytes are a major cell type implicated in AIS pathogenesis. We identified 92 variants with significant allele-specific regulatory activity, 79 of which are predicted to disrupt transcription factor binding sites, often correlating with their observed regulatory effect. Notably, we validate rs9496392, a single-nucleotide variant near the ADGRG6 locus, which shows consistent differential regulatory activity in both cell lines. ADGRG6 is a key regulator of cartilage homeostasis, and its cartilage-specific knockout in mice results in a scoliosis-like phenotype. The AIS risk allele of rs9496392 (T) is predicted to strongly disrupt several TFBSs, including SP1. This study provides a foundational catalog of functional AIS-associated regulatory variants active in chondrocytes, offering crucial insights into the perturbed gene regulatory networks in AIS. These findings lay the groundwork for identifying biomarkers and potential therapeutic targets for this complex childhood disease.

Full author list & citation

Darius Ramkhalawan, Justin Koesterich, Fahim Rejanur Tasin, Carlos Cuna, Anat Kreimer, Nadja Makki. Massively parallel characterization of adolescent idiopathic scoliosis risk variants. 2026-08-17. https://doi.org/10.1101/gr.281888.126

Experiments 2

E4RNTL3XV

AIS risk-variant integrated lentiMPRA in SW1353 chondrocytes

A lentivirus-delivered library of 200-bp candidate regulatory sequences tested reference and alternate alleles at AIS-associated variant positions in the human chondrocyte line SW1353. DNA and RNA barcode counts from three biological replicates were used to derive allele-specific reporter activity for the released variant-pair rows.

Integrated lentiMPRAHumanhg19
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E5R15NNMP

AIS risk-variant integrated lentiMPRA in TC28a2 chondrocytes

A lentivirus-delivered library of 200-bp candidate regulatory sequences tested reference and alternate alleles at AIS-associated variant positions in the human chondrocyte line TC28a2. DNA and RNA barcode counts from three biological replicates were used to derive allele-specific reporter activity for the released variant-pair rows.

Integrated lentiMPRAHumanhg19
Explore data

Raw source data 13 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 13 files (ZIP)GSE316848-GPL21697_series_matrix.txt.gzGSE316848-GPL34281_series_matrix.txt.gzGSE316848_family.soft.gzGSE316848_family.xml.tgzGSE316848_SW1353_dna_counts_BCcleaned_First500.tsv.gzGSE316848_SW1353_dna_RefAlt_annot_500Barcodes.tsv.gzGSE316848_SW1353_rna_counts_BCcleaned_First500.tsv.gzGSE316848_SW1353_rna_RefAlt_annot_500Barcodes.tsv.gzGSE316848_TC28a2_dna_counts_BCcleaned_First500.tsv.gzGSE316848_TC28a2_dna_RefAlt_annot_500Barcodes.tsv.gzGSE316848_TC28a2_rna_counts_BCcleaned_First500.tsv.gzGSE316848_TC28a2_rna_RefAlt_annot_500Barcodes.tsv.gzsource_notes.txt

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