Oct 2020
Combination of menin and FLT3 inhibitors is very effective in AML models. Read in Blood. Featured on the cover!
Aug 2020
We published first in class NSD1 inhibitors in Nature Chemical Biology. Highlighted in Nature Reviews in Drug Discovery.
July 2020
Here is our review on epigenetic protein-protein interactions with Brian as first author
Jan 2020
We reported MI-3454, a very potent menin inhibitor. See our JCI paper.
# news not updated
Jan 2016
We published paper "Property focused structure-based optimization of small molecule inhibitors of the protein-protein interaction between menin and Mixed Lineage Leukemia (MLL)" in the Journal of Medicinal Chemistry.
Nov 2015
We determined structure of ZMIZ1 TPR domain and published paper in collaboration with Mark Chiang: The PIAS-like Coactivator Zmiz1 Is a Direct and Selective Cofactor of Notch1 in T Cell Development and Leukemia. Published in Immunity.
Aug 2015
Our manuscript "Two loops undergoing concerted dynamics regulate activity of the ASH1L histone methyltransferase" has been published in Biochemistry.
Our study "Rational design of orthogonal multipolar interactions with fluorine in protein-ligand complexes" has been published in Journal of Medicinal Chemistry, selected as Editor's choice.
July 2015
Felicia Gray defended her PhD thesis: "Dissecting Bmi1 protein-protein interactions through chemical biology". Congratulations Felicia!
June 2015
We have published study demonstrating that menin-MLL inhibitors block activity of MLL fusion proteins in a mechanism independent on fusion partner. Published in Leukemia.
May 2015
George Lund defended his PhD dissertation: "Targeting CDC25B-CDK2/CyclinA Activity Using Chemical Biology Approaches".
Congratulations George!
April 2015
Our menin-MLL inhibitor program has been featured as cover story in BioCentury Innovations
Dr. Chinnaiyan's lab discovered role of menin and demonstrated efficacy of menin inhibitors in castrate resistant prostate cancer. Study published in Nature Medicine.
March 2015
Our team work resulted in development of potent inhibitors of menin-MLL interaction with strong efficacy in animal models of leukemia. Published in Cancer Cell.
We have licensed menin-MLL inhibitors to Kura Oncology for further development.
Feb 2015
Jola is co-author on study to develop small molecule inhibitors of CBFB-SMMHC: "A small-molecule inhibitor of the aberrant transcription factor CBFβ-SMMHC delays leukemia in mice" published in Science.
Jan 2015
We published review Targeting protein–protein interactions in hematologic malignancies: still a challenge or a great opportunity for future therapies? in Immunological Reviews
Dec 2014
Our study Inhibition of CDC25B Phosphatase Through Disruption of Protein-Protein Interaction has been published in ACS Chemical Biology.
Nov 17, 2014
Jola has been elected to the University of Michigan Medical School "League of Research Excellence". Congratulations to Jola!
Oct 2014
Our study "The same site on LEDGF IBD domain represents therapeutic target for MLL leukemia and HIV" has been published in Blood.
Apr 21, 2014
George's publication "Solution NMR studies reveal no global flexibility in the catalytic domain of CDC25B" has been published in the journal Proteins.
Congratulations to George!
Our review "Challenges and opportunities in targeting the menin-MLL interaction" has been published in Future Medicinal Chemistry
Publications from Grembecka/Cierpicki lab since joining the University of Michigan
28. Hongzhi Miao, EunGi Kim, Dong Chen, Trupta Purohit, Katarzyna Kempinska, James Ropa, Szymon Klossowski, Winifred E Trotman, Gwenn-Ael Danet-Desnoyers, Tomasz Cierpicki and Jolanta Grembecka. (2020) Combinatorial treatment with menin and FLT3 inhibitors induces complete remission in AML with activating FLT3 mutations. Blood in press
27. Huang H, Howard CA, Zari S, Cho HJ, Shukla S, Li H, Ndoj J, González-Alonso P, Nikolaidis C, Abbott J, Rogawski DS, Potopnyk MA, Kempinska K, Miao H, Purohit T, Henderson A, Mapp A, Sulis ML, Ferrando A, Grembecka J and Cierpicki T (2020) Covalent inhibition of NSD1 histone methyltransferase. Nat Chem Biol, in press
Highlighted in Nature Reviews in Drug Discovery and in Practical Fragments blog
26. Linhares BM, Grembecka J, Cierpicki T. (2020) Targeting epigenetic protein-protein interactions with small-molecule inhibitors. Future Med Chem. 12(14):1305-1326
25. Klossowski S, Miao H, Kempinska K, Wu T, Purohit T, Kim E, Linhares BM, Chen D, Jih G, Perkey E, Huang H, He M, Wen B, Wang Y, Yu K, Lee SC, Danet-Desnoyers G, Trotman W, Kandarpa M, Cotton A, Abdel-Wahab O, Lei H, Dou Y, Guzman M, Peterson L, Gruber T, Choi S, Sun D, Ren P, Li LS, Liu Y, Burrows F, Maillard I, Cierpicki T, Grembecka J. (2020) Menin inhibitor MI-3454 induces remission in MLL1-rearranged and NPM1-mutated models of leukemia. J Clin Invest. 130(2):981-997
24. Cho HJ, Li H, Linhares BM, Kim E, Ndoj J, Miao H, Grembecka J, Cierpicki T. (2018) GAS41 recognizes di-acetylated histone H3 through a bivalent binding mode. ACS Chem Biol. 13(9):2739-2746
23. Cheng H, Linhares BM, Yu W, Cardenas MG, Ai Y, Jiang W, Winkler A, Cohen S, Melnick A, MacKerell A Jr, Cierpicki T, Xue F. (2018) Identification of Thiourea-Based Inhibitors of the B-Cell Lymphoma 6 BTB Domain via NMR-Based Fragment Screening and Computer-Aided Drug Design. J Med Chem. 61(17):7573-7588
22. Borkin D, Klossowski S, Pollock J, Miao H, Linhares BM, Kempinska K, Jin Z, Purohit T, Wen B, He M, Sun D, Cierpicki T, Grembecka J. (2018). Complexity of Blocking Bivalent Protein-Protein Interactions: Development of a Highly Potent Inhibitor of the Menin-Mixed-Lineage Leukemia Interaction. J Med Chem. 61(11):4832-4850.
21. Kempinska K, Malik B, Borkin D, Klossowski S, Shukla S, Miao H, Wang J, Cierpicki T, Grembecka J. (2018) Pharmacologic Inhibition of the Menin-MLL Interaction Leads to Transcriptional Repression of PEG10 and Blocks Hepatocellular Carcinoma. Mol Cancer Ther. 17(1):26-38.
20. Grembecka J, Cierpicki T. (2017) Stabilizing the Mixed Lineage Leukemia Protein. N Engl J Med. 376(17):1688-1689.
19. Felicia Gray, Hyo Je Cho, Shirish Shukla, Shihan He, Ashley Harris, Bohdan Boytsov, Łukasz Jaremko, Mariusz Jaremko, Borries Demeler, Elizabeth R. Lawlor, Jolanta Grembecka & Tomasz Cierpicki. (2016) BMI1 regulates PRC1 architecture and activity through homo- and hetero-oligomerization. Nature Communications, 7:13343
18. Rogawski DS, Grembecka J and Cierpicki T. (2016) H3K36 methyltransferases as cancer drug targets: rationale and perspectives for inhibitor development. Future Medicinal Chemistry, 8(13):1589-607
17. Borkin D, Pollock JW, Kempinska K, Purohit T, Li X, Wen B, Zhao T, Miao H, Shukla S, He M, Sun D, Cierpicki T, Grembecka J. (2016) Property focused structure-based optimization of small molecule inhibitors of the protein-protein interaction between menin and Mixed Lineage Leukemia (MLL). J. Med. Chem. 59(3):892-913
16. Rogawski DS, Ndoj J, Cho HJ, Maillard I, Grembecka J, Cierpicki T. (2015) Two loops undergoing concerted dynamics regulate activity of the ASH1L histone methyltransferase. Biochemistry 54(35):5401-13
15. Pollock JW, Borkin D, Lund G, Purohit T, Dyguda-Kazimierowicz E, Grembecka J, Cierpicki T. (2015) Rational design of orthogonal multipolar interactions with fluorine in protein-ligand complexes. J Med Chem. 58(18):7465-74
Selected as Editor's choice. Please contact us for free version of FMAP.
14. He S, Malik B, Borkin D, Miao H, Shukla S, Kempinska K, Purohit T, Wang J, Chen L, Parkin B, Malek SN, Danet-Desnoyers G, Muntean AG, Cierpicki T, Grembecka J. (2015) Menin-MLL inhibitors block oncogenic transformation by MLL-fusion proteins in a fusion partner-independent manner. Leukemia, 30(2):508-13
13. Borkin D, He S, Miao H, Kempinska K, Pollock J, Chase J, Purohit T, Malik B, Zhao T, Wang J, Wen B, Zong H, Jones M, Danet-Desnoyers G, Guzman ML, Talpaz M, Bixby DL, Sun D, Hess JL, Muntean AG, Maillard I, Cierpicki T and Grembecka J.(2015). Pharmacologic inhibition of the menin-MLL interaction blocks progression of MLL leukemia in vivo. Cancer Cell, 13;27(4):589-602
Highlighted by:
12. Tomasz Cierpicki and Jolanta Grembecka. (2015) Targeting protein–protein interactions in hematologic malignancies: still a challenge or a great opportunity for future therapies? Immunological Reviews, 263(1):279-301
11.Lund G, Dudkin S, Borkin D, Ni W, Grembecka J, Cierpicki T. (2014) Inhibition of CDC25B Phosphatase Through Disruption of Protein-Protein Interaction. ACS Chem Biol. 10(2):390-4
10. Murai MJ, Pollock J, He S, Miao H, Purohit T, Yokom A, Hess JL, Muntean AG, Grembecka J, Cierpicki T. (2014) The same site on LEDGF IBD domain represents therapeutic target for MLL leukemia and HIV. Blood. 124(25):3730-7
9. Lund G and Cierpicki T. (2014) Solution NMR studies reveal no global flexibility in the catalytic domain of CDC25B. Proteins. Nov; 82(11): 2889-95
8. Cierpicki T and Grembecka J. (2014) Challenges and opportunities in targeting the menin- MLL interaction. Future Med Chem. 6(4):447-62
7. Grembecka J, He S, Senter TJ, Pollock J, Han C, Upadhyay SK, Purohit T, Gogliotti RD, Lindsley CW, Cierpicki T, Stauffer SR. (2014) High-affinity small molecule inhibitors of the menin-Mixed Lineage Leukemia (MLL) interaction closely mimic a natural protein-protein interaction. J Med Chem. 57(4):1543-56
6. Manka J, Daniels RN, Dawson E, Daniels JS, Southall N, Jadhav A, Zheng W, Austin C, Grembecka J, Cierpicki T, Lindsley CW, Stauffer SR. (2013) Inhibitors of the Menin-Mixed Lineage Leukemia (MLL) Interaction. Probe Reports from the NIH Molecular Libraries Program. Bethesda (MD): National Center for Biotechnology Information (US); 2010-2011
5. Grembecka J, He S, Shi A, Purohit T, Muntean AG, Sorenson RJ, Showalter HD, Murai M, Belcher A, Hartley T, Hess JL, Cierpicki T. (2012) Menin-MLL Inhibitors Reverse Oncogenic Activity of MLL Fusion Proteins in Leukemia. Nature Chem. Biol, 8, 277-284. This publication was highlighted in Nat Rev Cancer. 2012, 12 (3):154 and Nat Rev Drug
Discov. 2012, 11(3):190.
Highly cited paper by Web of Science
4. Shi A, Murai MJ, He S, Lund G, Hartley T, Purohit T, Reddy G, Chruszcz M, Grembecka J and Cierpicki T. (2012) Structural insights into inhibition of the bivalent menin-MLL interaction by small molecules in leukemia. Blood.120, 4461 This article has been selected as plenary paper and featured on the cover of Blood
3. Gray FL, Murai MJ, Grembecka J, Cierpicki T. (2012) Detection of disordered regions in globular proteins using (13) C-detected NMR. Protein Science. 21, 1954
2. Murai MJ, Chruszcz M, Reddy G, Grembecka J, Cierpicki T. (2011). Crystal structure of Menin reveals the binding site for mixed lineage Leukemia (MLL) protein. J Biol Chem. 286, 31742-8.
1. Grembecka J, Belcher AM, Hartley T, Cierpicki T. (2010) Molecular basis of the Mixed Lineage Leukemia (MLL) - menin interaction: implications for targeting MLL leukemias, J. Biol. Chem. 285:40690.
Collaborative publications
29. Shultis D, Mitra P, Huang X, Johnson J, Khattak NA, Gray F, Piper C, Czajka J, Hansen L, Wan B, Chinnaswamy K, Liu L, Wang M, Pan J, Stuckey J, Cierpicki T, Borchers CH, Wang S, Lei M, Zhang Y. (2019) Changing the Apoptosis Pathway through Evolutionary Protein Design. J Mol Biol. 431(4):825-841
28. Henderson AR, Henley MJ, Foster NJ, Peiffer AL, Beyersdorf MS, Stanford KD, Sturlis SM, Linhares BM, Hill ZB, Wells JA, Cierpicki T, Brooks CL 3rd, Fierke CA, Mapp AK. (2018) Conservation of coactivator engagement mechanism enables small-molecule allosteric modulators. Proc Natl Acad Sci U S A. 115(36):8960-8965
27. Wang Q, Yan R, Pinnell N, McCarter AC, Oh Y, Liu Y, Sha C, Garber NF, Chen Y, Wu Q, Ku CJ, Tran I, Serna Alarcon A, Kuick R, Engel JD, Maillard I, Cierpicki T, Chiang MY. (2018) Stage-specific roles for Zmiz1 in Notch-dependent steps of early T-cell development. Blood, in press
26. Svoboda LK, Teh SSK, Sud S, Kerk S, Zebolsky A, Treichel S, Thomas D, Halbrook CJ, Lee HJ, Kremer D, Zhang L, Klossowski S, Bankhead AR, Magnuson B, Ljungman M, Cierpicki T, Grembecka J, Lyssiotis CA, Lawlor ER. (2018). Menin regulates the serine biosynthetic pathway in Ewing sarcoma. J Pathol. 245(3):324-336.
25. Jedwabny W, Kłossowski S, Purohit T, Cierpicki T, Grembecka J, Dyguda-Kazimierowicz E. (2018) Theoretical models of inhibitory activity for inhibitors of protein-protein interactions: targeting menin-mixed lineage leukemia with small molecules. Medchemcomm. 8(12):2216-2227.
24. Serio J, Ropa J, Chen W, Mysliwski M, Saha N, Chen L, Wang J, Miao H, Cierpicki T, Grembecka J, Muntean AG. (2018) The PAF complex regulation of Prmt5 facilitates the progression and maintenance of MLL fusion leukemia. Oncogene ;37(4):450-460.
23. Sundaresan S, Meininger CA, Kang AJ, Photenhauer AL, Hayes MM, Sahoo N, Grembecka J, Cierpicki T, Ding L, Giordano TJ, Else T, Madrigal DJ, Low MJ, Campbell F, Baker AM, Xu H, Wright NA, Merchant JL. (2017). Gastrin Induces Nuclear Export and Proteasome Degradation of Menin in Enteric Glial Cells. Gastroenterology. 153(6):1555-1567
22. Oo ZM, Illendula A, Grembecka J, Schmidt C, Zhou Y, Esain V, Kwan W, Frost I, North TE, Rajewski RA, Speck NA, Bushweller JH. (2017). A tool compound targeting the core binding factor Runt domain to disrupt binding to CBFβ in leukemic cells. Leuk Lymphoma. 1-13
21. Svoboda LK, Bailey N, Van Noord RA, Krook MA, Harris A, Cramer C, Jasman B, Patel RM, Thomas D, Borkin D, Cierpicki T, Grembecka J, Lawlor ER. (2017). Tumorigenicity of Ewing sarcoma is critically dependent on the trithorax proteins MLL1 and menin. Oncotarget. 8(1):458-471
20. Carpenter C, Sorenson RJ, Jin Y, Klossowski S, Cierpicki T, Gnegy M, Showalter HD. (2016) Design and synthesis of triarylacrylonitrile analogues of tamoxifen with improved binding selectivity to protein kinase C. Bioorg Med Chem. 24(21):5495-5504.
19. Illendula A, Gilmour J, Grembecka J, Tirumala VS, Boulton A, Kuntimaddi A, Schmidt C, Wang L, Pulikkan JA, Zong H, Parlak M, Kuscu C, Pickin A, Zhou Y, Gao Y, Mishra L, Adli M, Castilla LH, Rajewski RA, Janes KA, Guzman ML, Bonifer C, Bushweller JH. (2016) Small Molecule Inhibitor of CBFβ-RUNX Binding for RUNX Transcription Factor Driven Cancers. EBioMedicine. 8:117-31.
18. Cardenas MG, Yu W, Beguelin W, Teater MR, Geng H, Goldstein RL, Oswald E, Hatzi K, Yang SN, Cohen J, Shaknovich R, Vanommeslaeghe K, Cheng H, Liang D, Cho HJ, Abbott J, Tam W, Du W, Leonard JP, Elemento O, Cerchietti L, Cierpicki T, Xue F, MacKerell AD Jr, Melnick AM. (2016). Rationally designed BCL6 inhibitors target activated B cell diffuse large B cell lymphoma. J Clin Invest. 126(9):3351-62
17. Nancy Pinnell, Ran Yan, Hyo Je Cho, Theresa Keeley, Marcelo J. Murai, Yiran Liu, Amparo Serna Alarcon, Jason Qin, Qing Wang, Rork Kuick, Kojo S.J. Elenitoba-Johnson, Ivan Maillard, Linda C. Samuelson, Tomasz Cierpicki, Mark Y. Chiang. (2015). The PIAS-like Coactivator Zmiz1 Is a Direct and Selective Cofactor of Notch1 in T Cell Development and Leukemia. Immunity 43(5):870-83
16. Schaller M, Ito T, Allen RM, Kroetz D, Kittan N, Ptaschinski C, Cavassani K, Carson WF 4th, Godessart N, Grembecka J, Cierpicki T, Dou Y, Kunkel SL. Epigenetic regulation of IL-12-dependent T cell proliferation. (2015). J Leukoc Biol. 98(4):601-13.
15. Senter T, Gogliotti RD, Han C, Locuson CW, Morrison R, Daniels JS, Cierpicki T, Grembecka J, Lindsley CW, Stauffer SR. Progress towards small molecule menin-mixed lineage leukemia (MLL) interaction inhibitors with in vivo utility. (2015). Bioorg Med Chem Lett.25(13):2720-5.
14. Jones M, Chase J, Brinkmeier M, Xu J, Weinberg DN, Schira J, Friedman A, Malek S, Grembecka J, Cierpicki T, Dou Y, Camper SA, Maillard I. (2015) Ash1l controls quiescence and self-renewal potential in hematopoietic stem cells. J Clin. Invest., 125(5):2007-20
13. Malik R, Khan AP, Asangani IA, Cieślik M, Prensner JR, Wang X, Iyer MK, Jiang X, Borkin D, Escara-Wilke J, Stender R, Wu YM, Niknafs YS, Jing X, Qiao Y, Palanisamy N, Kunju LP, Krishnamurthy PM, Yocum AK, Mellacheruvu D, Nesvizhskii AI, Cao X, Dhanasekaran SM,
Feng FY, Grembecka J, Cierpicki T, Chinnaiyan AM. (2015) Targeting the MLL complex in castration-resistant prostate cancer. Nature Medicine. 21(4):344-52
12. Anuradha Illendula, John A. Pulikkan, Hongliang Zong, Jolanta Grembecka, Liting Xue, Siddhartha Sen, Yunpeng Zhou, Adam Boulton, Aravinda Kuntimaddi, Yan Gao, Roger A. Rajewski, Monica L. Guzman, Lucio H. Castilla and John H. Bushweller. (2015) A small-molecule inhibitor of the aberrant transcription factor CBFβ-SMMHC delays leukemia in mice. Science, 347 (6223): 779-784
11.Abulwerdi FA, Liao C, mady AS, Gavin J, Shen C, Cierpicki T, Stuckey JA,Showalter HD, Nikolovska-Coleska Z. (2014) 2-Substituted-N-(4-hydroxynaphthalen-1-yl)arylsulfonamides as a novel class of selective Mcl-1 inhibitors: structure-based design, synthesis, SAR,
and biological evaluation. J Med Chem. 57(10):4111-33 http://pubs.acs.org/doi/abs/10.1021/jm500010b
10. Larsen MJ, Larsen SD, Fribley A, Grembecka J, Homan K, Mapp A Haak A, Nikolovska-Coleska Z, Stuckey JA, Sun D, Sherman DH. (2014) The role of HTS in drug discovery at the University of Michigan. Comb Chem High Throughput Screen. 17(3):210-30
http://www.eurekaselect.com/119515/article
9. Mitra P, Shultis D, Brender JR, Czajka J, Marsh D, Gray F, Cierpicki T, Zhang Y. (2013) An evolution-based approach to De Novo protein design and case study on Mycobacterium tuberculosis. PLoS Comput Biol. 9(10):e1003298.
http://www.ploscompbiol.org/article/info%3Adoi%2F10.1371%2Fjournal.pcbi.1003298
8. Kittan NA, Allen RM, Dhaliwal A, Cavassani KA, Schaller M, Gallagher KA, Carson WF 4th, Mukherjee S, Grembecka J, Cierpicki T, Jarai G, Westwick J, Kunkel SL, Hogaboam CM. (2013) Cytokine induced phenotypic and epigenetic signatures are key to
establishing specific macrophage phenotypes. PLoS One. 8(10):e78045.
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0078045
7. Sio A, Chehal MK, Tsai K, Fan X, Roberts ME, Nelson BH, Grembecka J, Cierpicki T, Krebs DL, Harder KW. (2013) Dysregulated Hematopoiesis Caused by Mammary Cancer Is Associated with Epigenetic Changes and Hox Gene Expression in
Hematopoietic Cells. Cancer Res. 73(19):5892-904
http://cancerres.aacrjournals.org/content/73/19/5892.long
6. Abulwerdi F, Liao C, Liu M, Azmi AS, Aboukameel A, Mady AS, Gulappa T, Cierpicki T, Owens S, Zhang T, Sun D, Stuckey JA, Mohammad RM, Nikolovska-Coleska Z. (2013) A Novel Small-Molecule Inhibitor of Mcl-1 Blocks Pancreatic Cancer Growth In
vitro and In vivo. Mol Cancer Ther. in press
http://mct.aacrjournals.org/content/early/2013/09/07/1535-7163.MCT-12-0767.long
5. Rakowski LA, Garagiola DD, Li CM, Decker M, Caruso S, Jones M, Kuick R, Cierpicki T, Maillard I, Chiang MY. (2013). Convergence of the ZMIZ1 and NOTCH1 pathways at C-MYC in acute T lymphoblastic leukemias. Cancer Res. 73(2):930-41
http://cancerres.aacrjournals.org/content/73/2/930.long
4. Majmudar CY, Højfeldt JW, Arevang CJ, Pomerantz WC, Gagnon JK, Schultz PJ, Cesa LC, Doss CH, Rowe SP, Vásquez V, Tamayo-Castillo G, Cierpicki T, Brooks CL 3rd, Sherman DH, Mapp AK. (2012). Sekikaic Acid and Lobaric Acid Target a Dynamic
Interface of the Coactivator CBP/p300. Angew Chem Int Ed Engl. 51, 11258
http://onlinelibrary.wiley.com/doi/10.1002/anie.201206815/abstract
3. Pomerantz WC, Wang N, Lipinski AK, Wang R, Cierpicki T, Mapp AK. (2012) Profiling the Dynamic Interfaces of Fluorinated Transcription Complexes for Ligand Discovery and Characterization. ACS Chem Biol. 2012 Jul 2
http://pubs.acs.org/doi/abs/10.1021/cb3002733
2. Gill SK, Xu H, Kirchhoff PD, Cierpicki T, Turbiak AJ, Wan B, Zhang N, Peng KW, Franzblau SG, Garcia GA, Showalter HD. (2012) Structure-based design of novel benzoxazinorifamycins with potent binding affinity to wild-type and rifampin-resistant mutant Mycobacterium tuberculosis RNA polymerases. J Med Chem. Apr 26;55(8):3814-26
http://pubs.acs.org/doi/abs/10.1021/jm201716n
1. Cao F, Chen Y, Cierpicki T, Liu Y, Basrur V, Lei M, Dou Y. (2010). An Ash2L/RbBP5 heterodimer stimulates the MLL1 methyltransferase activity through coordinated substrate interactions with the MLL1 SET domain. PLoS One 5:14102.
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0014102