Polo-like kinase 1 (Plk1) inhibition synergizes with taxanes in triple negative breast cancer
Autoři:
Antonio Giordano aff001; Yueying Liu aff001; Kent Armeson aff002; Yeonhee Park aff002; Maya Ridinger aff003; Mark Erlander aff003; James Reuben aff004; Carolyn Britten aff001; Christiana Kappler aff005; Elizabeth Yeh aff006; Stephen Ethier aff005
Působiště autorů:
Department of Medicine, Division of Hematology & Oncology, Medical University of South Carolina, Charleston, South Carolina, United States of America
aff001; Department of Public Health Sciences, Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, United States of America
aff002; Trovagene Oncology, San Diego, California, United States of America
aff003; Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
aff004; Department of Pathology and Laboratory Medicine, Medical University of South Carolina, Charleston, South Carolina, United States of America
aff005; Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, Indianapolis, United States of America
aff006
Vyšlo v časopise:
PLoS ONE 14(11)
Kategorie:
Research Article
doi:
https://doi.org/10.1371/journal.pone.0224420
Souhrn
Within triple negative breast cancer, several molecular subtypes have been identified, underlying the heterogeneity of such an aggressive disease. The basal-like subtype is characterized by mutations in the TP53 gene, and is associated with a low pathologic complete response rate following neoadjuvant chemotherapy. In a genome-scale short hairpin RNA (shRNA) screen of breast cancer cells, polo-like kinase 1 (Plk1) was a frequent and strong hit in the basal breast cancer cell lines indicating its importance for growth and survival of these breast cancer cells. Plk1 regulates progression of cells through the G2-M phase of the cell cycle. We assessed the activity of two ATP-competitive Plk1 inhibitors, GSK461364 and onvansertib, alone and with a taxane in a set of triple negative breast cancer cell lines and in vivo. GSK461364 showed synergism with docetaxel in SUM149 (Combination Index 0.70) and SUM159 (CI, 0.62). GSK461364 in combination with docetaxel decreased the clonogenic potential (interaction test for SUM149 and SUM159, p<0.001 and p = 0.01, respectively) and the tumorsphere formation of SUM149 and SUM159 (interaction test, p = 0.01 and p< 0.001). In the SUM159 xenograft model, onvansertib plus paclitaxel significantly decreased tumor volume compared to single agent paclitaxel (p<0.0001). Inhibition of Plk1 in combination with taxanes shows promising results in a subset of triple negative breast cancer intrinsically resistant to chemotherapy. Onvansertib showed significant tumor volume shrinkage when combined with paclitaxel in vivo and should be considered in clinical trials for the treatment of triple negative cancers.
Klíčová slova:
Apoptosis – Breast cancer – Cancer chemotherapy – Cancer treatment – Cell cycle and cell division – Drug therapy – Chemotherapy – Phase I clinical investigation
Zdroje
1. Lehmann BD, Bauer JA, Chen X, Sanders ME, Chakravarthy AB, Shyr Y, et al. Identification of human triple-negative breast cancer subtypes and preclinical models for selection of targeted therapies. J Clin Invest. 2011;121(7):2750–67. doi: 10.1172/JCI45014 21633166
2. Masuda H, Baggerly KA, Wang Y, Zhang Y, Gonzalez-Angulo AM, Meric-Bernstam F, et al. Differential response to neoadjuvant chemotherapy among 7 triple-negative breast cancer molecular subtypes. Clin Cancer Res. 2013;19(19):5533–40. doi: 10.1158/1078-0432.CCR-13-0799 23948975
3. Sharma P, Lopez-Tarruella S, Garcia-Saenz JA, Khan QJ, Gomez H, Prat A, et al. Pathological response and survival in triple-negative breast cancer following neoadjuvant carboplatin plus docetaxel. Clin Cancer Res. 2018. doi: 10.1158/1078-0432.CCR-18-0585 30061361.
4. Kappler CS, Guest ST, Irish JC, Garrett-Mayer E, Kratche Z, Wilson RC, et al. Oncogenic signaling in amphiregulin and EGFR-expressing PTEN-null human breast cancer. Mol Oncol. 2015;9(2):527–43. doi: 10.1016/j.molonc.2014.10.006 25454348
5. Maire V, Nemati F, Richardson M, Vincent-Salomon A, Tesson B, Rigaill G, et al. Polo-like kinase 1: a potential therapeutic option in combination with conventional chemotherapy for the management of patients with triple-negative breast cancer. Cancer Res. 2013;73(2):813–23. doi: 10.1158/0008-5472.CAN-12-2633 23144294.
6. Strebhardt K, Ullrich A. Targeting polo-like kinase 1 for cancer therapy. Nat Rev Cancer. 2006;6(4):321–30. doi: 10.1038/nrc1841 16557283.
7. Fu Z, Malureanu L, Huang J, Wang W, Li H, van Deursen JM, et al. Plk1-dependent phosphorylation of FoxM1 regulates a transcriptional programme required for mitotic progression. Nat Cell Biol. 2008;10(9):1076–82. doi: 10.1038/ncb1767 19160488
8. Dibb M, Han N, Choudhury J, Hayes S, Valentine H, West C, et al. The FOXM1-PLK1 axis is commonly upregulated in oesophageal adenocarcinoma. Br J Cancer. 2012;107(10):1766–75. doi: 10.1038/bjc.2012.424 23037713
9. Zhang Z, Zhang G, Kong C. FOXM1 participates in PLK1-regulated cell cycle progression in renal cell cancer cells. Oncol Lett. 2016;11(4):2685–91. doi: 10.3892/ol.2016.4228 27073539
10. Mukhopadhyay NK, Chand V, Pandey A, Kopanja D, Carr JR, Chen YJ, et al. Plk1 Regulates the Repressor Function of FoxM1b by inhibiting its Interaction with the Retinoblastoma Protein. Sci Rep. 2017;7:46017. doi: 10.1038/srep46017 28387346
11. Degenhardt Y, Greshock J, Laquerre S, Gilmartin AG, Jing J, Richter M, et al. Sensitivity of cancer cells to Plk1 inhibitor GSK461364A is associated with loss of p53 function and chromosome instability. Mol Cancer Ther. 2010;9(7):2079–89. doi: 10.1158/1535-7163.MCT-10-0095 20571075.
12. Tan J, Li Z, Lee PL, Guan P, Aau MY, Lee ST, et al. PDK1 signaling toward PLK1-MYC activation confers oncogenic transformation, tumor-initiating cell activation, and resistance to mTOR-targeted therapy. Cancer Discov. 2013;3(10):1156–71. doi: 10.1158/2159-8290.CD-12-0595 23887393.
13. Gutteridge RE, Ndiaye MA, Liu X, Ahmad N. Plk1 Inhibitors in Cancer Therapy: From Laboratory to Clinics. Mol Cancer Ther. 2016;15(7):1427–35. doi: 10.1158/1535-7163.MCT-15-0897 27330107
14. Park JE, Hymel D, Burke TR, Jr., Lee KS. Current progress and future perspectives in the development of anti-polo-like kinase 1 therapeutic agents. F1000Res. 2017;6:1024. doi: 10.12688/f1000research.11398.1 28721210
15. Mross K, Dittrich C, Aulitzky WE, Strumberg D, Schutte J, Schmid RM, et al. A randomised phase II trial of the Polo-like kinase inhibitor BI 2536 in chemo-naive patients with unresectable exocrine adenocarcinoma of the pancreas—a study within the Central European Society Anticancer Drug Research (CESAR) collaborative network. Br J Cancer. 2012;107(2):280–6. doi: 10.1038/bjc.2012.257 22699824
16. Schoffski P, Awada A, Dumez H, Gil T, Bartholomeus S, Wolter P, et al. A phase I, dose-escalation study of the novel Polo-like kinase inhibitor volasertib (BI 6727) in patients with advanced solid tumours. Eur J Cancer. 2012;48(2):179–86. doi: 10.1016/j.ejca.2011.11.001 22119200.
17. Lin CC, Su WC, Yen CJ, Hsu CH, Su WP, Yeh KH, et al. A phase I study of two dosing schedules of volasertib (BI 6727), an intravenous polo-like kinase inhibitor, in patients with advanced solid malignancies. Br J Cancer. 2014;110(10):2434–40. doi: 10.1038/bjc.2014.195 24755882
18. Stadler WM, Vaughn DJ, Sonpavde G, Vogelzang NJ, Tagawa ST, Petrylak DP, et al. An open-label, single-arm, phase 2 trial of the Polo-like kinase inhibitor volasertib (BI 6727) in patients with locally advanced or metastatic urothelial cancer. Cancer. 2014;120(7):976–82. doi: 10.1002/cncr.28519 24339028
19. Ellis PM, Leighl NB, Hirsh V, Reaume MN, Blais N, Wierzbicki R, et al. A Randomized, Open-Label Phase II Trial of Volasertib as Monotherapy and in Combination With Standard-Dose Pemetrexed Compared With Pemetrexed Monotherapy in Second-Line Treatment for Non-Small-Cell Lung Cancer. Clin Lung Cancer. 2015;16(6):457–65. doi: 10.1016/j.cllc.2015.05.010 26100229.
20. Awada A, Dumez H, Aftimos PG, Costermans J, Bartholomeus S, Forceville K, et al. Phase I trial of volasertib, a Polo-like kinase inhibitor, plus platinum agents in solid tumors: safety, pharmacokinetics and activity. Invest New Drugs. 2015;33(3):611–20. doi: 10.1007/s10637-015-0223-9 25794535
21. de Braud F, Cascinu S, Spitaleri G, Pilz K, Clementi L, Liu D, et al. A phase I, dose-escalation study of volasertib combined with nintedanib in advanced solid tumors. Ann Oncol. 2015;26(11):2341–6. doi: 10.1093/annonc/mdv354 26395347.
22. Machiels JP, Peeters M, Herremans C, Surmont V, Specenier P, De Smet M, et al. A phase I study of volasertib combined with afatinib, in advanced solid tumors. Cancer Chemother Pharmacol. 2015;76(4):843–51.
23. Pujade-Lauraine E, Selle F, Weber B, Ray-Coquard IL, Vergote I, Sufliarsky J, et al. Volasertib Versus Chemotherapy in Platinum-Resistant or -Refractory Ovarian Cancer: A Randomized Phase II Groupe des Investigateurs Nationaux pour l’Etude des Cancers de l’Ovaire Study. J Clin Oncol. 2016;34(7):706–13. doi: 10.1200/JCO.2015.62.1474 26755507.
24. Nokihara H, Yamada Y, Fujiwara Y, Yamamoto N, Wakui H, Nakamichi S, et al. Phase I trial of volasertib, a Polo-like kinase inhibitor, in Japanese patients with advanced solid tumors. Invest New Drugs. 2016;34(1):66–74. doi: 10.1007/s10637-015-0300-0 26627079.
25. Mross K, Frost A, Steinbild S, Hedbom S, Rentschler J, Kaiser R, et al. Phase I dose escalation and pharmacokinetic study of BI 2536, a novel Polo-like kinase 1 inhibitor, in patients with advanced solid tumors. J Clin Oncol. 2008;26(34):5511–7. doi: 10.1200/JCO.2008.16.1547 18955456.
26. Hofheinz RD, Al-Batran SE, Hochhaus A, Jager E, Reichardt VL, Fritsch H, et al. An open-label, phase I study of the polo-like kinase-1 inhibitor, BI 2536, in patients with advanced solid tumors. Clin Cancer Res. 2010;16(18):4666–74. doi: 10.1158/1078-0432.CCR-10-0318 20682708.
27. Sebastian M, Reck M, Waller CF, Kortsik C, Frickhofen N, Schuler M, et al. The efficacy and safety of BI 2536, a novel Plk-1 inhibitor, in patients with stage IIIB/IV non-small cell lung cancer who had relapsed after, or failed, chemotherapy: results from an open-label, randomized phase II clinical trial. J Thorac Oncol. 2010;5(7):1060–7. doi: 10.1097/JTO.0b013e3181d95dd4 20526206.
28. Schoffski P, Blay JY, De Greve J, Brain E, Machiels JP, Soria JC, et al. Multicentric parallel phase II trial of the polo-like kinase 1 inhibitor BI 2536 in patients with advanced head and neck cancer, breast cancer, ovarian cancer, soft tissue sarcoma and melanoma. The first protocol of the European Organization for Research and Treatment of Cancer (EORTC) Network Of Core Institutes (NOCI). Eur J Cancer. 2010;46(12):2206–15. doi: 10.1016/j.ejca.2010.03.039 20471824.
29. Frost A, Mross K, Steinbild S, Hedbom S, Unger C, Kaiser R, et al. Phase i study of the Plk1 inhibitor BI 2536 administered intravenously on three consecutive days in advanced solid tumours. Curr Oncol. 2012;19(1):e28–35. doi: 10.3747/co.19.866 22328845
30. Ellis PM, Chu QS, Leighl N, Laurie SA, Fritsch H, Gaschler-Markefski B, et al. A phase I open-label dose-escalation study of intravenous BI 2536 together with pemetrexed in previously treated patients with non-small-cell lung cancer. Clin Lung Cancer. 2013;14(1):19–27. doi: 10.1016/j.cllc.2012.04.003 22658814.
31. Awad MM, Chu QS, Gandhi L, Stephenson JJ, Govindan R, Bradford DS, et al. An open-label, phase II study of the polo-like kinase-1 (Plk-1) inhibitor, BI 2536, in patients with relapsed small cell lung cancer (SCLC). Lung Cancer. 2017;104:126–30. doi: 10.1016/j.lungcan.2016.12.019 28212994.
32. Archambault V, Normandin K. Several inhibitors of the Plk1 Polo-Box Domain turn out to be non-specific protein alkylators. Cell Cycle. 2017;16(12):1220–4. doi: 10.1080/15384101.2017.1325043 28521657
33. Olmos D, Barker D, Sharma R, Brunetto AT, Yap TA, Taegtmeyer AB, et al. Phase I study of GSK461364, a specific and competitive Polo-like kinase 1 inhibitor, in patients with advanced solid malignancies. Clin Cancer Res. 2011;17(10):3420–30. doi: 10.1158/1078-0432.CCR-10-2946 21459796.
34. Beria I, Bossi RT, Brasca MG, Caruso M, Ceccarelli W, Fachin G, et al. NMS-P937, a 4,5-dihydro-1H-pyrazolo[4,3-h]quinazoline derivative as potent and selective Polo-like kinase 1 inhibitor. Bioorg Med Chem Lett. 2011;21(10):2969–74. doi: 10.1016/j.bmcl.2011.03.054 21470862.
35. Valsasina B, Beria I, Alli C, Alzani R, Avanzi N, Ballinari D, et al. NMS-P937, an orally available, specific small-molecule polo-like kinase 1 inhibitor with antitumor activity in solid and hematologic malignancies. Mol Cancer Ther. 2012;11(4):1006–16. doi: 10.1158/1535-7163.MCT-11-0765 22319201.
36. Casolaro A, Golay J, Albanese C, Ceruti R, Patton V, Cribioli S, et al. The Polo-Like Kinase 1 (PLK1) inhibitor NMS-P937 is effective in a new model of disseminated primary CD56+ acute monoblastic leukaemia. PLoS One. 2013;8(3):e58424. doi: 10.1371/journal.pone.0058424 23520509
37. Hartsink-Segers SA, Exalto C, Allen M, Williamson D, Clifford SC, Horstmann M, et al. Inhibiting Polo-like kinase 1 causes growth reduction and apoptosis in pediatric acute lymphoblastic leukemia cells. Haematologica. 2013;98(10):1539–46. doi: 10.3324/haematol.2013.084434 23753023
38. Sero V, Tavanti E, Vella S, Hattinger CM, Fanelli M, Michelacci F, et al. Targeting polo-like kinase 1 by NMS-P937 in osteosarcoma cell lines inhibits tumor cell growth and partially overcomes drug resistance. Invest New Drugs. 2014;32(6):1167–80. doi: 10.1007/s10637-014-0158-6 25193492.
39. Weiss LM, Hugle M, Romero S, Fulda S. Synergistic induction of apoptosis by a polo-like kinase 1 inhibitor and microtubule-interfering drugs in Ewing sarcoma cells. Int J Cancer. 2016;138(2):497–506. doi: 10.1002/ijc.29725 26260582.
40. Weiss GJ, Jameson G, Von Hoff DD, Valsasina B, Davite C, Di Giulio C, et al. Phase I dose escalation study of NMS-1286937, an orally available Polo-Like Kinase 1 inhibitor, in patients with advanced or metastatic solid tumors. Invest New Drugs. 2018;36(1):85–95. doi: 10.1007/s10637-017-0491-7 28726132.
41. Forozan F, Veldman R, Ammerman CA, Parsa NZ, Kallioniemi A, Kallioniemi OP, et al. Molecular cytogenetic analysis of 11 new breast cancer cell lines. Br J Cancer. 1999;81(8):1328–34. doi: 10.1038/sj.bjc.6695007 10604729
42. Neve RM, Chin K, Fridlyand J, Yeh J, Baehner FL, Fevr T, et al. A collection of breast cancer cell lines for the study of functionally distinct cancer subtypes. Cancer Cell. 2006;10(6):515–27. doi: 10.1016/j.ccr.2006.10.008 17157791
43. Streicher KL, Willmarth NE, Garcia J, Boerner JL, Dewey TG, Ethier SP. Activation of a nuclear factor kappaB/interleukin-1 positive feedback loop by amphiregulin in human breast cancer cells. Mol Cancer Res. 2007;5(8):847–61. doi: 10.1158/1541-7786.MCR-06-0427 17670913.
44. Tait L, Soule HD, Russo J. Ultrastructural and immunocytochemical characterization of an immortalized human breast epithelial cell line, MCF-10. Cancer Res. 1990;50(18):6087–94. 1697506.
45. Ethier S. Sumlineknowledgebase 2018 [cited 2018 11/28/2018]. https://sumlineknowledgebase.com/.
46. Saal LH, Gruvberger-Saal SK, Persson C, Lovgren K, Jumppanen M, Staaf J, et al. Recurrent gross mutations of the PTEN tumor suppressor gene in breast cancers with deficient DSB repair. Nat Genet. 2008;40(1):102–7. doi: 10.1038/ng.2007.39 18066063
47. Balic M, Schwarzenbacher D, Stanzer S, Heitzer E, Auer M, Geigl JB, et al. Genetic and epigenetic analysis of putative breast cancer stem cell models. BMC Cancer. 2013;13:358. doi: 10.1186/1471-2407-13-358 23883436
48. Prat A, Karginova O, Parker JS, Fan C, He X, Bixby L, et al. Characterization of cell lines derived from breast cancers and normal mammary tissues for the study of the intrinsic molecular subtypes. Breast Cancer Res Treat. 2013;142(2):237–55. doi: 10.1007/s10549-013-2743-3 24162158
49. Korangath P, Teo WW, Sadik H, Han L, Mori N, Huijts CM, et al. Targeting Glutamine Metabolism in Breast Cancer with Aminooxyacetate. Clin Cancer Res. 2015;21(14):3263–73. doi: 10.1158/1078-0432.CCR-14-1200 25813021
50. Yang A, Qin S, Schulte BA, Ethier SP, Tew KD, Wang GY. MYC Inhibition Depletes Cancer Stem-like Cells in Triple-Negative Breast Cancer. Cancer Res. 2017;77(23):6641–50. doi: 10.1158/0008-5472.CAN-16-3452 28951456
51. Chou TC, Talalay P. Quantitative analysis of dose-effect relationships: the combined effects of multiple drugs or enzyme inhibitors. Adv Enzyme Regul. 1984;22:27–55. doi: 10.1016/0065-2571(84)90007-4 6382953.
52. Chou TC. Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol Rev. 2006;58(3):621–81. doi: 10.1124/pr.58.3.10 16968952.
53. Zhang N, Fu JN, Chou TC. Synergistic combination of microtubule targeting anticancer fludelone with cytoprotective panaxytriol derived from panax ginseng against MX-1 cells in vitro: experimental design and data analysis using the combination index method. Am J Cancer Res. 2016;6(1):97–104. 27073727
54. Team RC. R: A language and environment for statistical computing Vienna, Austria2018 [cited 2018 Dec 4th]. https://www.R-project.org/.
55. Lawson DA, Bhakta NR, Kessenbrock K, Prummel KD, Yu Y, Takai K, et al. Single-cell analysis reveals a stem-cell program in human metastatic breast cancer cells. Nature. 2015;526(7571):131–5. doi: 10.1038/nature15260 26416748
56. Lacerda L, Reddy JP, Liu D, Larson R, Li L, Masuda H, et al. Simvastatin radiosensitizes differentiated and stem-like breast cancer cell lines and is associated with improved local control in inflammatory breast cancer patients treated with postmastectomy radiation. Stem Cells Transl Med. 2014;3(7):849–56. doi: 10.5966/sctm.2013-0204 24833589
57. Gilmartin AG, Bleam MR, Richter MC, Erskine SG, Kruger RG, Madden L, et al. Distinct concentration-dependent effects of the polo-like kinase 1-specific inhibitor GSK461364A, including differential effect on apoptosis. Cancer Res. 2009;69(17):6969–77. doi: 10.1158/0008-5472.CAN-09-0945 19690138.
58. Perez EA, Vogel CL, Irwin DH, Kirshner JJ, Patel R. Multicenter phase II trial of weekly paclitaxel in women with metastatic breast cancer. J Clin Oncol. 2001;19(22):4216–23. doi: 10.1200/JCO.2001.19.22.4216 11709565.
59. Burstein MD, Tsimelzon A, Poage GM, Covington KR, Contreras A, Fuqua SA, et al. Comprehensive genomic analysis identifies novel subtypes and targets of triple-negative breast cancer. Clin Cancer Res. 2015;21(7):1688–98. doi: 10.1158/1078-0432.CCR-14-0432 25208879
60. Zitouni S, Nabais C, Jana SC, Guerrero A, Bettencourt-Dias M. Polo-like kinases: structural variations lead to multiple functions. Nat Rev Mol Cell Biol. 2014;15(7):433–52. doi: 10.1038/nrm3819 24954208.
61. Jordan MA, Wilson L. Microtubules as a target for anticancer drugs. Nat Rev Cancer. 2004;4(4):253–65. doi: 10.1038/nrc1317 15057285.
62. Liedtke C, Mazouni C, Hess KR, Andre F, Tordai A, Mejia JA, et al. Response to neoadjuvant therapy and long-term survival in patients with triple-negative breast cancer. J Clin Oncol. 2008;26(8):1275–81. doi: 10.1200/JCO.2007.14.4147 18250347.
63. Strebhardt K. Multifaceted polo-like kinases: drug targets and antitargets for cancer therapy. Nat Rev Drug Discov. 2010;9(8):643–60. doi: 10.1038/nrd3184 20671765.
64. Liu X, Erikson RL. Polo-like kinase (Plk)1 depletion induces apoptosis in cancer cells. Proc Natl Acad Sci U S A. 2003;100(10):5789–94. doi: 10.1073/pnas.1031523100 12732729
65. McKenzie L, King S, Marcar L, Nicol S, Dias SS, Schumm K, et al. p53-dependent repression of polo-like kinase-1 (PLK1). Cell Cycle. 2010;9(20):4200–12. doi: 10.4161/cc.9.20.13532 20962589
66. Hollestelle A, Nagel JH, Smid M, Lam S, Elstrodt F, Wasielewski M, et al. Distinct gene mutation profiles among luminal-type and basal-type breast cancer cell lines. Breast Cancer Res Treat. 2010;121(1):53–64. doi: 10.1007/s10549-009-0460-8 19593635.
67. Posch C, Cholewa BD, Vujic I, Sanlorenzo M, Ma J, Kim ST, et al. Combined Inhibition of MEK and Plk1 Has Synergistic Antitumor Activity in NRAS Mutant Melanoma. J Invest Dermatol. 2015;135(10):2475–83. doi: 10.1038/jid.2015.198 26016894
68. Oliver PG, LoBuglio AF, Zhou T, Forero A, Kim H, Zinn KR, et al. Effect of anti-DR5 and chemotherapy on basal-like breast cancer. Breast Cancer Res Treat. 2012;133(2):417–26. doi: 10.1007/s10549-011-1755-0 21901385
69. Hugle M, Belz K, Fulda S. Identification of synthetic lethality of PLK1 inhibition and microtubule-destabilizing drugs. Cell Death Differ. 2015;22(12):1946–56. doi: 10.1038/cdd.2015.59 26024389
Článek vyšel v časopise
PLOS One
2019 Číslo 11
- S diagnostikou Parkinsonovy nemoci může nově pomoci AI nástroj pro hodnocení mrkacího reflexu
- Proč při poslechu některé muziky prostě musíme tančit?
- Je libo čepici místo mozkového implantátu?
- Chůze do schodů pomáhá prodloužit život a vyhnout se srdečním chorobám
- Pomůže v budoucnu s triáží na pohotovostech umělá inteligence?
Nejčtenější v tomto čísle
- A daily diary study on maladaptive daydreaming, mind wandering, and sleep disturbances: Examining within-person and between-persons relations
- A 3’ UTR SNP rs885863, a cis-eQTL for the circadian gene VIPR2 and lincRNA 689, is associated with opioid addiction
- A substitution mutation in a conserved domain of mammalian acetate-dependent acetyl CoA synthetase 2 results in destabilized protein and impaired HIF-2 signaling
- Molecular validation of clinical Pantoea isolates identified by MALDI-TOF
Zvyšte si kvalifikaci online z pohodlí domova
Všechny kurzy