TY - JOUR
T1 - Ribonucleotide reductase regulatory subunit M2 drives glioblastoma TMZ resistance through modulation of dNTP production
AU - Perrault, Ella N.
AU - Shireman, Jack M.
AU - Ali, Eunus S.
AU - Lin, Peiyu
AU - Preddy, Isabelle
AU - Park, Cheol
AU - Budhiraja, Shreya
AU - Baisiwala, Shivani
AU - Dixit, Karan
AU - James, C. David
AU - Heiland, Dieter H.
AU - Ben-Sahra, Issam
AU - Pott, Sebastian
AU - Basu, Anindita
AU - Miska, Jason
AU - Ahmed, Atique U.
N1 - Publisher Copyright:
© 2023 The Authors.
PY - 2023
Y1 - 2023
N2 - During therapy, adaptations driven by cellular plasticity are partly responsible for driving the inevitable recurrence of glioblastoma (GBM). To investigate plasticity-induced adaptation during standard-of-care chemotherapy temozolomide (TMZ), we performed in vivo single-cell RNA sequencing in patient-derived xenograft (PDX) tumors of GBM before, during, and after therapy. Comparing single-cell transcriptomic patterns identified distinct cellular populations present during TMZ therapy. Of interest was the increased expression of ribonucleotide reductase regulatory subunit M2 (RRM2), which we found to regulate dGTP and dCTP production vital for DNA damage response during TMZ therapy. Furthermore, multidimensional modeling of spatially resolved transcriptomic and metabolomic analysis in patients' tissues revealed strong correlations between RRM2 and dGTP. This supports our data that RRM2 regulates the demand for specific dNTPs during therapy. In addition, treatment with the RRM2 inhibitor 3-AP (Triapine) enhances the efficacy of TMZ therapy in PDX models.We present a previously unidentified understanding of chemoresistance through critical RRM2-mediated nucleotide production.
AB - During therapy, adaptations driven by cellular plasticity are partly responsible for driving the inevitable recurrence of glioblastoma (GBM). To investigate plasticity-induced adaptation during standard-of-care chemotherapy temozolomide (TMZ), we performed in vivo single-cell RNA sequencing in patient-derived xenograft (PDX) tumors of GBM before, during, and after therapy. Comparing single-cell transcriptomic patterns identified distinct cellular populations present during TMZ therapy. Of interest was the increased expression of ribonucleotide reductase regulatory subunit M2 (RRM2), which we found to regulate dGTP and dCTP production vital for DNA damage response during TMZ therapy. Furthermore, multidimensional modeling of spatially resolved transcriptomic and metabolomic analysis in patients' tissues revealed strong correlations between RRM2 and dGTP. This supports our data that RRM2 regulates the demand for specific dNTPs during therapy. In addition, treatment with the RRM2 inhibitor 3-AP (Triapine) enhances the efficacy of TMZ therapy in PDX models.We present a previously unidentified understanding of chemoresistance through critical RRM2-mediated nucleotide production.
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U2 - 10.1126/sciadv.ade7236
DO - 10.1126/sciadv.ade7236
M3 - Article
C2 - 37196077
AN - SCOPUS:85159760557
VL - 9
JO - Science advances
JF - Science advances
IS - 20
M1 - eade7236
ER -