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Gregory P Way

TitleAsst Professor
InstitutionUniversity of Colorado Denver - Anschutz Medical Campus
DepartmentSOM-BIOMED Informatics Gen Ops

    Collapse Bibliographic 
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Serrano E, Chandrasekaran SN, Bunten D, Brewer KI, Tomkinson J, Kern R, Bornholdt M, Fleming S, Pei R, Arevalo J, Tsang H, Rubinetti V, Tromans-Coia C, Becker T, Weisbart E, Bunne C, Kalinin AA, Senft R, Taylor SJ, Jamali N, Adeboye A, Abbasi HS, Goodman A, Caicedo JC, Carpenter AE, Cimini BA, Singh S, Way GP. Reproducible image-based profiling with Pycytominer. ArXiv. 2024 Jul 02. PMID: 38045474.
      View in: PubMed
    2. Tegtmeyer M, Arora J, Asgari S, Cimini BA, Nadig A, Peirent E, Liyanage D, Way GP, Weisbart E, Nathan A, Amariuta T, Eggan K, Haghighi M, McCarroll SA, O'Connor L, Carpenter AE, Singh S, Nehme R, Raychaudhuri S. High-dimensional phenotyping to define the genetic basis of cellular morphology. Nat Commun. 2024 Jan 06; 15(1):347. PMID: 38184653.
      View in: PubMed
    3. Davidson NR, Barnard ME, Hippen AA, Campbell A, Johnson CE, Way GP, Dalley BK, Berchuck A, Salas LA, Peres LC, Marks JR, Schildkraut JM, Greene CS, Doherty JA. Molecular subtypes of high-grade serous ovarian cancer across racial groups and gene expression platforms. bioRxiv. 2023 Dec 02. PMID: 37961178.
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    4. Carragher NO, Wardwell-Swanson J, Way GP. High-content imaging 2023: A joint special collection with the society for biomolecular imaging. SLAS Discov. 2023 Oct; 28(7):289-291. PMID: 37821045.
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    5. Kelley ME, Berman AY, Stirling DR, Cimini BA, Han Y, Singh S, Carpenter AE, Kapoor TM, Way GP. High-content microscopy reveals a morphological signature of bortezomib resistance. Elife. 2023 09 27; 12. PMID: 37753907.
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    6. Way GP, Sailem H, Shave S, Kasprowicz R, Carragher NO. Evolution and impact of high content imaging. SLAS Discov. 2023 Oct; 28(7):292-305. PMID: 37666456.
      View in: PubMed
    7. Ramezani M, Bauman J, Singh A, Weisbart E, Yong J, Lozada M, Way GP, Kavari SL, Diaz C, Haghighi M, Batista TM, P?rez-Schindler J, Claussnitzer M, Singh S, Cimini BA, Blainey PC, Carpenter AE, Jan CH, Neal JT. A genome-wide atlas of human cell morphology. bioRxiv. 2023 Aug 07. PMID: 37609130.
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    8. Laber S, Strobel S, Mercader JM, Dashti H, Dos Santos FRC, Kubitz P, Jackson M, Ainbinder A, Honecker J, Agrawal S, Garborcauskas G, Stirling DR, Leong A, Figueroa K, Sinnott-Armstrong N, Kost-Alimova M, Deodato G, Harney A, Way GP, Saadat A, Harken S, Reibe-Pal S, Ebert H, Zhang Y, Calabuig-Navarro V, McGonagle E, Stefek A, Dupuis J, Cimini BA, Hauner H, Udler MS, Carpenter AE, Florez JC, Lindgren C, Jacobs SBR, Claussnitzer M. Discovering cellular programs of intrinsic and extrinsic drivers of metabolic traits using LipocyteProfiler. Cell Genom. 2023 Jul 12; 3(7):100346. PMID: 37492099.
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    9. Shapiro JA, Gaonkar KS, Spielman SJ, Savonen CL, Bethell CJ, Jin R, Rathi KS, Zhu Y, Egolf LE, Farrow BK, Miller DP, Yang Y, Koganti T, Noureen N, Koptyra MP, Duong N, Santi M, Kim J, Robins S, Storm PB, Mack SC, Lilly JV, Xie HM, Jain P, Raman P, Rood BR, Lulla RR, Nazarian J, Kraya AA, Vaksman Z, Heath AP, Kline C, Scolaro L, Viaene AN, Huang X, Way GP, Foltz SM, Zhang B, Poetsch AR, Mueller S, Ennis BM, Prados M, Diskin SJ, Zheng S, Guo Y, Kannan S, Waanders AJ, Margol AS, Kim MC, Hanson D, Van Kuren N, Wong J, Kaufman RS, Coleman N, Blackden C, Cole KA, Mason JL, Madsen PJ, Koschmann CJ, Stewart DR, Wafula E, Brown MA, Resnick AC, Greene CS, Rokita JL, Taroni JN. OpenPBTA: The Open Pediatric Brain Tumor Atlas. Cell Genom. 2023 Jul 12; 3(7):100340. PMID: 37492101.
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    10. Kelley ME, Berman AY, Stirling DR, Cimini BA, Han Y, Singh S, Carpenter AE, Kapoor TM, Way GP. High-content microscopy reveals a morphological signature of bortezomib resistance. bioRxiv. 2023 May 02. PMID: 37205516.
      View in: PubMed
    11. Way GP, Natoli T, Adeboye A, Litichevskiy L, Yang A, Lu X, Caicedo JC, Cimini BA, Karhohs K, Logan DJ, Rohban MH, Kost-Alimova M, Hartland K, Bornholdt M, Chandrasekaran SN, Haghighi M, Weisbart E, Singh S, Subramanian A, Carpenter AE. Morphology and gene expression profiling provide complementary information for mapping cell state. Cell Syst. 2022 11 16; 13(11):911-923.e9. PMID: 36395727.
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    12. Chow YL, Singh S, Carpenter AE, Way GP. Predicting drug polypharmacology from cell morphology readouts using variational autoencoder latent space arithmetic. PLoS Comput Biol. 2022 02; 18(2):e1009888. PMID: 35213530.
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    13. Way GP, Spitzer H, Burnham P, Raj A, Theis F, Singh S, Carpenter AE. Image-based profiling: a powerful and challenging new data type. Pac Symp Biocomput. 2022; 27:407-411. PMID: 34890168.
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    14. Way GP, Greene CS, Carninci P, Carvalho BS, de Hoon M, Finley SD, Gosline SJC, L? Cao KA, Lee JSH, Marchionni L, Robine N, Sindi SS, Theis FJ, Yang JYH, Carpenter AE, Fertig EJ. A field guide to cultivating computational biology. PLoS Biol. 2021 10; 19(10):e3001419. PMID: 34618807.
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    15. Wilson SL, Way GP, Bittremieux W, Armache JP, Haendel MA, Hoffman MM. Sharing biological data: why, when, and how. FEBS Lett. 2021 04; 595(7):847-863. PMID: 33843054.
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    16. Way GP, Kost-Alimova M, Shibue T, Harrington WF, Gill S, Piccioni F, Becker T, Shafqat-Abbasi H, Hahn WC, Carpenter AE, Vazquez F, Singh S. Predicting cell health phenotypes using image-based morphology profiling. Mol Biol Cell. 2021 04 19; 32(9):995-1005. PMID: 33534641.
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    17. Cousminer DL, Wagley Y, Pippin JA, Elhakeem A, Way GP, Pahl MC, McCormack SE, Chesi A, Mitchell JA, Kindler JM, Baird D, Hartley A, Howe L, Kalkwarf HJ, Lappe JM, Lu S, Leonard ME, Johnson ME, Hakonarson H, Gilsanz V, Shepherd JA, Oberfield SE, Greene CS, Kelly A, Lawlor DA, Voight BF, Wells AD, Zemel BS, Hankenson KD, Grant SFA. Genome-wide association study implicates novel loci and reveals candidate effector genes for longitudinal pediatric bone accrual. Genome Biol. 2021 01 04; 22(1):1. PMID: 33397451.
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    18. Way GP, Zietz M, Rubinetti V, Himmelstein DS, Greene CS. Compressing gene expression data using multiple latent space dimensionalities learns complementary biological representations. Genome Biol. 2020 05 11; 21(1):109. PMID: 32393369.
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    19. Upton K, Modi A, Patel K, Kendsersky NM, Conkrite KL, Sussman RT, Way GP, Adams RN, Sacks GI, Fortina P, Diskin SJ, Maris JM, Rokita JL. Epigenomic profiling of neuroblastoma cell lines. Sci Data. 2020 04 14; 7(1):116. PMID: 32286315.
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    20. Martinez-Lage M, Lynch TM, Bi Y, Cocito C, Way GP, Pal S, Haller J, Yan RE, Ziober A, Nguyen A, Kandpal M, O'Rourke DM, Greenfield JP, Greene CS, Davuluri RV, Dahmane N. Immune landscapes associated with different glioblastoma molecular subtypes. Acta Neuropathol Commun. 2019 11 29; 7(1):203. PMID: 31815646.
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    21. Lin YT, Way GP, Barwick BG, Mariano MC, Marcoulis M, Ferguson ID, Driessen C, Boise LH, Greene CS, Wiita AP. Integrated phosphoproteomics and transcriptional classifiers reveal hidden RAS signaling dynamics in multiple myeloma. Blood Adv. 2019 11 12; 3(21):3214-3227. PMID: 31698452.
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    22. Rokita JL, Rathi KS, Cardenas MF, Upton KA, Jayaseelan J, Cross KL, Pfeil J, Egolf LE, Way GP, Farrel A, Kendsersky NM, Patel K, Gaonkar KS, Modi A, Berko ER, Lopez G, Vaksman Z, Mayoh C, Nance J, McCoy K, Haber M, Evans K, McCalmont H, Bendak K, B?hm JW, Marshall GM, Tyrrell V, Kalletla K, Braun FK, Qi L, Du Y, Zhang H, Lindsay HB, Zhao S, Shu J, Baxter P, Morton C, Kurmashev D, Zheng S, Chen Y, Bowen J, Bryan AC, Leraas KM, Coppens SE, Doddapaneni H, Momin Z, Zhang W, Sacks GI, Hart LS, Krytska K, Mosse YP, Gatto GJ, Sanchez Y, Greene CS, Diskin SJ, Vaske OM, Haussler D, Gastier-Foster JM, Kolb EA, Gorlick R, Li XN, Reynolds CP, Kurmasheva RT, Houghton PJ, Smith MA, Lock RB, Raman P, Wheeler DA, Maris JM. Genomic Profiling of Childhood Tumor Patient-Derived Xenograft Models to Enable Rational Clinical Trial Design. Cell Rep. 2019 11 05; 29(6):1675-1689.e9. PMID: 31693904.
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    23. Way GP, Greene CS. Bayesian deep learning for single-cell analysis. Nat Methods. 2018 12; 15(12):1009-1010. PMID: 30504887.
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    24. Chen KM, Tan J, Way GP, Doing G, Hogan DA, Greene CS. PathCORE-T: identifying and visualizing globally co-occurring pathways in large transcriptomic compendia. BioData Min. 2018; 11:14. PMID: 29988723.
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    25. Sanchez-Vega F, Mina M, Armenia J, Chatila WK, Luna A, La KC, Dimitriadoy S, Liu DL, Kantheti HS, Saghafinia S, Chakravarty D, Daian F, Gao Q, Bailey MH, Liang WW, Foltz SM, Shmulevich I, Ding L, Heins Z, Ochoa A, Gross B, Gao J, Zhang H, Kundra R, Kandoth C, Bahceci I, Dervishi L, Dogrusoz U, Zhou W, Shen H, Laird PW, Way GP, Greene CS, Liang H, Xiao Y, Wang C, Iavarone A, Berger AH, Bivona TG, Lazar AJ, Hammer GD, Giordano T, Kwong LN, McArthur G, Huang C, Tward AD, Frederick MJ, McCormick F, Meyerson M, Van Allen EM, Cherniack AD, Ciriello G, Sander C, Schultz N. Oncogenic Signaling Pathways in The Cancer Genome Atlas. Cell. 2018 04 05; 173(2):321-337.e10. PMID: 29625050.
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    26. Way GP, Sanchez-Vega F, La K, Armenia J, Chatila WK, Luna A, Sander C, Cherniack AD, Mina M, Ciriello G, Schultz N, Sanchez Y, Greene CS. Machine Learning Detects Pan-cancer Ras Pathway Activation in The Cancer Genome Atlas. Cell Rep. 2018 04 03; 23(1):172-180.e3. PMID: 29617658.
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    27. Knijnenburg TA, Wang L, Zimmermann MT, Chambwe N, Gao GF, Cherniack AD, Fan H, Shen H, Way GP, Greene CS, Liu Y, Akbani R, Feng B, Donehower LA, Miller C, Shen Y, Karimi M, Chen H, Kim P, Jia P, Shinbrot E, Zhang S, Liu J, Hu H, Bailey MH, Yau C, Wolf D, Zhao Z, Weinstein JN, Li L, Ding L, Mills GB, Laird PW, Wheeler DA, Shmulevich I, Monnat RJ, Xiao Y, Wang C. Genomic and Molecular Landscape of DNA Damage Repair Deficiency across The Cancer Genome Atlas. Cell Rep. 2018 04 03; 23(1):239-254.e6. PMID: 29617664.
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    28. Ching T, Himmelstein DS, Beaulieu-Jones BK, Kalinin AA, Do BT, Way GP, Ferrero E, Agapow PM, Zietz M, Hoffman MM, Xie W, Rosen GL, Lengerich BJ, Israeli J, Lanchantin J, Woloszynek S, Carpenter AE, Shrikumar A, Xu J, Cofer EM, Lavender CA, Turaga SC, Alexandari AM, Lu Z, Harris DJ, DeCaprio D, Qi Y, Kundaje A, Peng Y, Wiley LK, Segler MHS, Boca SM, Swamidass SJ, Huang A, Gitter A, Greene CS. Opportunities and obstacles for deep learning in biology and medicine. J R Soc Interface. 2018 04; 15(141). PMID: 29618526.
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    29. Harrington LX, Way GP, Doherty JA, Greene CS. Functional network community detection can disaggregate and filter multiple underlying pathways in enrichment analyses. Pac Symp Biocomput. 2018; 23:157-167. PMID: 29218878.
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    30. Way GP, Greene CS. Extracting a biologically relevant latent space from cancer transcriptomes with variational autoencoders. Pac Symp Biocomput. 2018; 23:80-91. PMID: 29218871.
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    31. Titus AJ, Way GP, Johnson KC, Christensen BC. Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes. Sci Rep. 2017 09 14; 7(1):11594. PMID: 28912426.
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    32. Way GP, Youngstrom DW, Hankenson KD, Greene CS, Grant SF. Implicating candidate genes at GWAS signals by leveraging topologically associating domains. Eur J Hum Genet. 2017 11; 25(11):1286-1289. PMID: 28792001.
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    33. Doherty JA, Peres LC, Wang C, Way GP, Greene CS, Schildkraut JM. Challenges and Opportunities in Studying the Epidemiology of Ovarian Cancer Subtypes. Curr Epidemiol Rep. 2017 Sep; 4(3):211-220. PMID: 29226065.
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    34. Way GP, Allaway RJ, Bouley SJ, Fadul CE, Sanchez Y, Greene CS. A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma. BMC Genomics. 2017 02 06; 18(1):127. PMID: 28166733.
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    35. Way GP, Rudd J, Wang C, Hamidi H, Fridley BL, Konecny GE, Goode EL, Greene CS, Doherty JA. Comprehensive Cross-Population Analysis of High-Grade Serous Ovarian Cancer Supports No More Than Three Subtypes. G3 (Bethesda). 2016 12 07; 6(12):4097-4103. PMID: 27729437.
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    36. Way GP, Southwell M, McRobert SP. Boldness, Aggression, and Shoaling Assays for Zebrafish Behavioral Syndromes. J Vis Exp. 2016 Aug 29; (114). PMID: 27684060.
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    37. Moss S, Tittaferrante S, Way GP, Fuller A, Sullivan N, Ruhl N, McRobert SP. Interactions between aggression, boldness and shoaling within a brood of convict cichlids (Amatitlania nigrofasciatus). Behav Processes. 2015 Dec; 121:63-9. PMID: 26497098.
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    38. Way GP, Ruhl N, Snekser JL, Kiesel AL, McRobert SP. A comparison of methodologies to test aggression in zebrafish. Zebrafish. 2015 Apr; 12(2):144-51. PMID: 25621988.
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    39. Way GP, Kiesel AL, Ruhl N, Snekser JL, McRobert SP. Sex differences in a shoaling-boldness behavioral syndrome, but no link with aggression. Behav Processes. 2015 Apr; 113:7-12. PMID: 25562194.
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