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Devarajan, Sandhya

Mayo Clinic

Mayo Clinic

Citations 6

Pharmacogenomic Next‐Generation DNA Sequencing: Identification and Functional Characterization of Variants of Unknown Significance in CYP2C9 and CYP2C19
Devarajan, Sandhya, Moon, Irene, Black, John L. , Wang, Liewei , Weinshilboum, Richard M. , Bielinski, Suzette J. , Larson, Nicholas B. , Neavin, Drew , Weinshilboum, Richard M. , Reid, Joel M.

The FASEB Journal | November 26, 2023 | Volume: 31 | Issue: S1 | Pages: No page available

10.1096/fasebj.31.1_supplement.lb617 Get It

Objective CYP2C9 and CYP2C19 are highly polymorphic pharmacogenes that encodes enzymes that metabolize a large number of clinically relevant drugs. While the majority of variability in drug metabolism can be explained by a few common alleles, identification of gene sequence variation that alters enzyme activity and incorporation of that information into pharmacogenomic rules for clinical decision support might lead to improved therapy. Using sequence data derived from the Right Drug, Right Dose, Right Time: Using Genomic Data to Individualize Treatment (RIGHT Protocol), we sought to identify variants of unknown significance (VUSs) for CYP2C9 and CYP2C19, and to characterize the function of the encoded enzymes. Methods Targeted next‐generation sequencing for 84 pharmacogenes using the PGRN‐Seq v1.0 capture reagent was performed with DNA samples from 1013 RIGHT Protocol participants. Plasmids containing VUSs were created using site directed mutagenesis and were transiently expressed in COS‐1 cells. Initial determination of enzyme activity was performed using fluorogenic substrates. Enzyme kinetic parameters (Km and Vmax) for each of the variant allozymes were determined using liquid chromatography mass spectrometry with tolbutamide (CYP2C9) and mephenytoin (CYP2C19) as prototypic substrates. We also compared our results with in silico functional predictions by SIFT and Polyphen. Results Seven VUSs were identified for each gene, none of which had been functionally characterized. There were significant positive correlations between protein content and fluorometric enzyme activity for all variants for both CYP2C9 (P<0.05) and CYP2C19 (P<0.005). Notably, CYP2C9 V237L and CYP2C19 A173V activity was much lower than predicted based on protein content. The substrate intrinsic clearance of CYP2C9 variants P73L , S115R , V237L [6.23E‐05±1.08E‐05; 2.55E‐05±4.1E‐06; 7.28E‐05±2.4E‐05 (uL/mg protein/min)], and CYP2C19 variants V113I , A173V , R186C and R186H [2.49E‐04±2.78E‐05; 1.80E‐05±2.19E‐06; 2.33E‐05±9.2E‐06;1.45E‐04±1.2E‐05 (uL/mg protein/min)] were less than 25% of their respective WT enzyme . Conclusion Sequencing of CYP2C9 and CYP2C19 from 1013 subjects identified low frequency variants that had not been functionally characterized. In silico predictions which showed variable results, can be helpful but are not always accurate, hence functional validation is necessary for VUSs requiring protein expression and determination of kinetic parameters. Efforts to identify variation in diverse populations is resulting in a very large number of VUSs, so there is a need for the application of high throughput mutagenesis approaches and functional characterization methods to help pharmacogenomics contribute to precision medicine. Support or Funding Information NIH RO1 GM28157 and the Mayo Center for Individualized Medicine Pharmacogenomics Program.
CYP2C9 and CYP2C19 : Massively Parallel Characterization of the Function of Genomic Missense Variants
Zhang, Lingxin , Sarangi, Vivekananda , Moon, Irene, Devarajan, Sandhya, Wang, Liewei , Weinshilboum, Richard, Zhang, Lingxin, Reid, Joel M.

The FASEB Journal | June 21, 2021 | Volume: 33 | Issue: S1 | Pages: No page available

10.1096/fasebj.2019.33.1_supplement.lb66 Get It

Single nucleotide variants in the open reading frames (ORFs) of pharmacogenes are important causes of interindividual variability in drug response. Because of the very large number of missense variants in ORFs, it is difficult to link the genotypes of these variants to their phenotypes using “one at a time” expression systems. Therefore, the functional characterization of variants of unknown significance in clinically important pharmacogenes remains a major challenge in pharmacogenomics. Deep mutational scanning (DMS) is a high‐throughput technique that make it possible to analyze hundreds of different missense variants in a parallel and scalable fashion. Engineered “landing pad” HEK 293T cells were used as a platform to integrate pooled variant libraries, resulting in one variant per cell for further assessment. We adapted this DMS system to analyze the function of missense variants in the ORFs of CYP2C9 and CYP2C19 . The ORFs of CYP2C9 and CYP2C19 were fused to green fluorescent protein, and individual variants with different fluorescence intensities were used to indicate different levels of protein expression. Pooled variant libraries were generated by nicking mutagenesis, and we then used recombinase to integrate the libraries into landing pad cells, one per cell. Multiplexed functional selection performed with Fluorescence Activated Cell Sorting separated cells into different bins by fluorescence readout at the single–cell level. Amplicon sequencing of DNA collected in each bin, followed by computational analysis of the frequency of variants appearing in each bin, was used to determine levels of protein expression. To identify potentially severely damaging variants for these two important pharmacogenes, we studied 243 missense variants in the CYP2C9 and CYP2C19 ORFs that had been identified by the Exome Aggregation Consortium Project and by the Mayo Clinic RIGHT 1K Study. We found that 13 of 115 CYP2C9 and 25 of 128 CYP2C19 missense variants displayed less than approximately 25% of the wildtype protein expression, a level that may have clinical relevance for drug metabolism. Variant calling by the DMS method for the severely damaging variants was compared with the results of individual variant assay by western blot and with the predictions of computational algorithms such as Polyphen and SIFT. Our results suggest that DMS is an efficient method for the high‐throughput identification of damaging ORF variants that might have potential clinical application in pharmacogenomics. Support or Funding Information Funded by NIH grant U19 GM61388 (The Pharmacogenomics Research Network), R01 GM28157, R01 GM125633, T32 GM08685 and by the Mayo Clinic Center for Individualized Medicine This abstract is from the Experimental Biology 2019 Meeting. There is no full text article associated with this abstract published in The FASEB Journal .
CYP2C9 and CYP2C19 : Deep Mutational Scanning and Functional Characterization of Genomic Missense Variants
Zhang, Lingxin , Sarangi, Vivekananda , Moon, Irene, Yu, Jia , Liu, Duan , Devarajan, Sandhya, Wang, Liewei , Weinshilboum, Richard M. , Reid, Joel M. , Weinshilboum, Richard, Liu, Duan , Kalari, Krishna R. , Weinshilboum, Richard M.

Clinical and Translational Science | January 31, 2020 | Volume: 13 | Issue: 4 | Pages: 727-742

10.1111/cts.12758 Get It

Single nucleotide variants in the open reading frames (ORFs) of pharmacogenes are important causes of interindividual variability in drug response. The functional characterization of variants of unknown significance within ORFs remains a major challenge for pharmacogenomics. Deep mutational scanning (DMS) is a high‐throughput technique that makes it possible to analyze the functional effect of hundreds of variants in a parallel and scalable fashion. We adapted a “landing pad” DMS system to study the function of missense variants in the ORFs of cytochrome P450 family 2 subfamily C member 9 ( CYP2C9 ) and cytochrome P450 family 2 subfamily C member 19 ( CYP2C19 ). We studied 230 observed missense variants in the CYP2C9 and CYP2C19 ORFs and found that 19 of 109 CYP2C9 and 36 of 121 CYP2C19 variants displayed less than ~ 25% of the wild‐type protein expression, a level that may have clinical relevance. Our results support DMS as an efficient method for the identification of damaging ORF variants that might have potential clinical pharmacogenomic application.
Abstract 3870: The addition of CB-839 to temozolomide significantly reduces glioma aspartate and glutamate in an IDH mutated patient derived glioma xenograft model
Kizilbash, Sani H. , McBrayer, Samuel K. , Devarajan, Sandhya, Gupta, S. K. , Hitosugi, Taro , He, Lihong , Carlson, Brett L. , Gelman, Marina S., Kunos, Charles A., Adjei, Alex A. , Kizilbash, Sani H , Burgenske, Danielle M. , Gupta, Shiv K., Schroeder, Mark A. , Reid, Joel M. , Sarkaria, Jann N.

Cancer Research | August 7, 2019 | Volume: 79 | Issue: 13_Supplement | Pages: 3870-3870

10.1158/1538-7445.am2019-3870 Get It

Abstract Background: IDH mutated gliomas are critically dependent on glutaminase for glutamate biosynthesis. CB-839 is a novel glutaminase-1 inhibitor which has demonstrated efficacy in both genetically engineered and patient derived IDH mutated glioma cells, especially in combination with radiation. These preclinical studies evaluate the pharmacodynamic and pharmacokinetic impact of combining CB-839 with TMZ in patient derived xenograft (PDX) glioma models. Methods: GBM164 is a PDX model derived from an IDH1 mutant, 1p/19q non-codeleted glioma. D- and L-2HG levels in untreated GBM164 tumors were compared to GBM6 tumors (IDH wildtype glioma PDX) by GC/MS. Athymic nude mice bearing GBM164 flank tumors were treated with CB-839 (200 mg/kg PO BID x 9 doses) and/or temozolomide (50 mg/kg PO daily x 5 doses) and sacrificed four hours after the last dose to harvest plasma, normal brain and flank tumor. Tumor metabolomics were assessed by GC/MS. DNA damage signaling in tumors was assessed by Western blotting for KAP1 / Chk1 / Chk2 phosphorylation and H2AX / Rad51. Tumor, plasma and brain pharmacokinetics were assessed by LC/MS/MS. Results: Total 2HG levels in GBM164 were 18-fold higher than GBM6. CB-839 monotherapy reduced tumor glutamate (18% reduction, p = 0.15) and aspartate (30% reduction, p = 0.06) when compared to vehicle, however these changes did not reach statistical significance. The combination of CB-839 and TMZ more significantly reduced both tumor glutamate (30% reduction, p = 0.03) and aspartate (34% reduction, p &lt; 0.001) when compared to TMZ monotherapy. CB-839 did not significantly increase DNA damage compared to vehicle, and the combination of CB-839 and TMZ did not significantly increase DNA damage compared to TMZ monotherapy. The mean tumor: plasma ratios of CB-839 concentrations were 0.68 and 0.58 in mice treated with CB-839 monotherapy and CB-839/TMZ, respectively. The mean brain: plasma ratios of CB-839 concentrations were 0.07 and 0.12 in mice treated with CB-839 monotherapy and CB-839/TMZ, respectively. Conclusion: The addition of CB-839 to TMZ significantly reduces glioma aspartate and glutamate in an IDH1 mutant PDX glioma model, without any impact on DNA damage. Survival studies are in progress to assess the efficacy of CB-839 when used in combination with RT and/or TMZ. Citation Format: Sani Haider Kizilbash, Danielle M. Burgenske, Samuel McBrayer, Sandhya Devarajan, Shiv K. Gupta, Taro Hitosugi, Lihong He, Mark A. Schroeder, Brett L. Carlson, Marina Gelman, Charles A. Kunos, Joel M. Reid, Alex A. Adjei, Jann N. Sarkaria. The addition of CB-839 to temozolomide significantly reduces glioma aspartate and glutamate in an IDH mutated patient derived glioma xenograft model [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 3870.
Anastrozole Aromatase Inhibitor Plasma Drug Concentration Genome‐Wide Association Study: Functional Epistatic Interaction Between SLC38A7 and ALPPL2
Dudenkov, Tanda M., Liu, Duan , Cairns, Junmei , Devarajan, Sandhya, Zhuang, Yongxian , Ingle, James N. , Buzdar, Aman U. , Kubo, Michiaki , Batzler, Anthony , Barman, Poulami , Jenkins, Gregory D. , Northfelt, Donald W. , Moreno‐Aspitia, Alvaro , Desta, Zeruesenay , Wang, Liewei , Weinshilboum, Richard M. , Reid, Joel M. , Weinshilboum, Richard M. , Ingle, J , Robson, Mark E. , Carlson, Erin E. , Goetz, Matthew P. , Kalari, Krishna R. , Liu, Duan

Clinical Pharmacology & Therapeutics | January 16, 2019 | Volume: 106 | Issue: 1 | Pages: 219-227

10.1002/cpt.1359 Get It

Anastrozole is a widely prescribed aromatase inhibitor for the therapy of estrogen receptor positive (ER+) breast cancer. We performed a genome‐wide association study (GWAS) for plasma anastrozole concentrations in 687 postmenopausal women with ER+ breast cancer. The top single‐nucleotide polymorphism (SNP) signal mapped across SLC38A7 (rs11648166, P = 2.3E‐08), which we showed to encode an anastrozole influx transporter. The second most significant signal (rs28845026, P = 5.4E‐08) mapped near ALPPL2 and displayed epistasis with the SLC38A7 signal. Both of these SNPs were cis expression quantitative trait loci (eQTL)s for these genes, and patients homozygous for variant genotypes for both SNPs had the highest drug concentrations, the highest SLC38A7 expression, and the lowest ALPPL2 expression. In summary, our GWAS identified a novel gene encoding an anastrozole transporter, SLC38A7, as well as epistatic interaction between SNPs in that gene and SNPs near ALPPL2 that influenced both the expression of the transporter and anastrozole plasma concentrations.
A phase 1 study of eribulin mesylate (E7389), a novel microtubule‐targeting chemotherapeutic agent, in children with refractory or recurrent solid tumors: A Children's Oncology Group Phase 1 Consortium study (ADVL1314)
Schafer, Eric S. , Rau, Rachel E. , Liu, Xiaowei , D’Adamo, David R., Scott, Rachael , Reyderman, Larisa, Martinez, Gresel, Devarajan, Sandhya, Fox, Elizabeth , Weigel, Brenda J. , Blaney, Susan M. , Reid, Joel M. , Schafer, Eric S , Berg, Stacey L. , Minard, Charles G.

Pediatric Blood & Cancer | May 2, 2018 | Volume: 65 | Issue: 8 | Pages: No page available

10.1002/pbc.27066 Get It

Abstract Background Eribulin mesylate is a novel anticancer agent that inhibits microtubule growth, without effects on shortening, and promotes nonproductive tubulin aggregate formation. We performed a phase 1 trial to determine the dose‐limiting toxicities (DLTs), maximum tolerated or recommended phase 2 dose (MTD/RP2D), and pharmacokinetics (PK) of eribulin in children with refractory or recurrent solid (excluding central nervous system) tumors. Methods Eribulin was administered intravenously on days 1 and 8 in 21‐day cycles. Three dose levels (1.1, 1.4, and 1.8 mg/m 2 /dose) were evaluated using the rolling six design with additional patients enrolled into a PK expansion cohort at the MTD. PK samples were obtained following the day 1, cycle 1 dose. Results Twenty‐three patients, ages 3–17 (median 14) years were enrolled; 20 were evaluable for toxicity. DLTs occurred in 0/6 and 1/6 subjects at the 1.1 and 1.4 mg/m 2 /dose, respectively. One subject at the 1.4 mg/m 2 /dose had grade 4 neutropenia and grade 3 fatigue. At the 1.8 mg/m 2 /dose, 2/5 subjects experienced dose‐limiting (grade 4) neutropenia. Grade 3/4 non‐DLTs included lymphopenia and hypokalemia, while low‐grade toxicities included anorexia and nausea. No episodes of grade > 2 corrected QT interval prolongation or peripheral neuropathy were reported. Eribulin pharmacokinetic parameters were highly variable; the median elimination half‐life was 39.6 (range 24.2–96.4) hr. A partial response was observed in one patient (Ewing sarcoma). Conclusions Eribulin was well tolerated in children with refractory or recurrent solid tumors with neutropenia identified as the primary DLT. The RP2D of eribulin is 1.4 mg/m 2 /dose on days 1 and 8 of a 21‐day cycle.