Merve Keskin

Dr. Merve Keskin

orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 May 2018 in European Journal of Pediatrics
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MKMerve Keskin
Merve Keskin
AUArzu Uzuner
Arzu Uzuner
MAMehmet Akman
Mehmet Akman
ABAliye Tugba Bahadir
Aliye Tugba Bahadir
NBNazire Oncul Borekci
Nazire Oncul Borekci
EVEmanuela Viggiano
Emanuela Viggiano

15 December 2016 in The Journal of Turkish Family Physician
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MKMerve Keskin
Merve Keskin
Çocukluk çağında obezite hem dünyada hem de ülkemizde giderek daha sık görülmektedir. Bu nedenle obez çocuk ve adolesanların birinci basamak sağlık kurumlarında değerlendirilmesi ve yönetimi önem kazanmaktadır. Bu derlemede çocuk ve adolesan obezitesine yaklaşımda bir birinci basamak merkezinde obez çocuk ve adolesanın değerlendirilmesinde gerekli klinik ortam, obezite yönetiminde gerekli araç ve gereçler, etkinliği kanıtlanmış etkili yöntemler özetlenmektedir.

25 September 2019 in The Journal of Turkish Family Physician
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RÖRonya Ajda Öztürk
Ronya Ajda Öztürk
BŞBetül Şahan
Betül Şahan
BEBurak Erol Erkek
Burak Erol Erkek
IAİdil Ak
İdil Ak
MKMerve Keskin
Merve Keskin
MÇMesut Çalışkan
Mesut Çalışkan
Giriş ve Amaç Kanser vücudun herhangi bir bölümünde meydana gelebilen, hücrelerin kontrolsüz bir şekilde çoğalması ve yayılmasıyla oluşan bir hastalıktır.

17 September 2022 in bioRxiv
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MKMerve Keskin
Merve Keskin
Background: Age-related differences in Multiple Myeloma (MM) are studied in clinical and genomic context, however, transcriptome changes have not yet been determined. The aim of this study is to identify the genes that are expressed differently in young and old patient groups and to examine the relationship of these genes with biological pathways and the drugs that can be used. Methods: The MMRF CoMMpass cohort RNA-Seq data (n=634) was used to analyze differentially expressed genes between young and old patients. GO term and KEGG gene-set enrichment analysis were conducted using R packages. Drug-gene interactions were detected using DGIdb. Results: Globally, 523 genes (366 upregulated, 157 downregulated) were differentially expressed (p < 0.05) in young patients. Totally 220 GO terms, mostly related to immune regulation pathways were enriched. “Cytokine-cytokine receptor interaction” gene-set was enriched in KEGG GSEA. Among the highest expression difference, genes involved in immune regulation (FCGR1A, FCER1G, TLR2), known proto-oncogenic genes (BCL2, FGR) and genes under investigation for association with various cancers (RGL4, MT-RNR1, ETS2, ENPP3, FUT7, NTNG2, PRAM1) were identified. Drugs associated with the pathways affected by these genes were identified. Conclusions: Further investigation of differentially expressed genes in young patients may shed light on new treatment options.

1 January 2023 in Journal of Surgery and Medicine
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ÜÜÜlkü Sur Ünal
Ülkü Sur Ünal
HYHasan Raci Yananlı
Hasan Raci Yananlı
ÖÜÖmer Kays Ünal
Ömer Kays Ünal
YKYasemin Doğan Kaya
Yasemin Doğan Kaya
MKMerve Keskin
Merve Keskin
AKAtila Karaalp
Atila Karaalp
Background/Aim: Multiple studies have investigated the effects of drugs that alter ACE2 expression, such as renin-angiotensin system inhibitors, non-steroidal anti-inflammatory drugs, and thiazolidinediones, on the clinical course of coronavirus disease-2019 (COVID-19). But a consensus has not yet been reached, and it has been stated that they do not have any effect. There are publications in which metformin is associated with low mortality and insulin with high mortality. Data from different parts of the world are important given that the rate of spread of COVID-19 may be related to the expression status of ACE2 or TMPRSS2 receptors or some other unknown genetic factors. This study aims to examine the effects of medications used chronically in the last 6 months before contracting COVID-19 on the clinical course of COVID-19 in a sample of Istanbul, Turkey. Methods: In this retrospective cohort study, which included 525 patients diagnosed with COVID-19 between March and November 2020 from four family health centers in Istanbul, the records of the patients were retrospectively analyzed. In addition to demographic information, all medications chronically used by the patients in the last 6 months before the diagnosis of COVID-19 were noted. The effects of demographic data and medications on the three main endpoints of the study, which were hospitalization, intensive care unit (ICU) admission, and mortality, were analyzed using logistic regression models. Results: Of the 525 COVID-19 patients included in the study, 109 (20.8%) were hospitalized, 18 (3.4%) were treated in ICU, and 11 (2.1%) patients died. Increasing age is associated with hospitalization, ICU admission and mortality. Also, the presence of COVID-19 thoracic computed tomography (CT) findings and polypharmacy was associated with increased hospitalization. Living alone and the presence of COVID-19 thoracic CT findings was associated with increased ICU admission. When adjusted for age and comorbidity, logistic regression models revealed that medications for diabetes mellitus (DM) increased the probability of hospitalization (OR: 3.9, 95% CI 1.2-13.0), and calcium channel blockers (CCBs) increased the probability of ICU admission (OR: 15.8, 95% CI 2.1–120.2) and mortality (OR: 295.1, 95% CI 4.6–18946.6). Conclusion: Previous use of DM medications and CCBs may negatively affect the clinical course of COVID-19. '+st+' Semenzato L, Botton J, Drouin J, Baricault B, Vabre C, Cuenot F, et al. Antihypertensive drugs and COVID-19 risk: a cohort study of 2 million hypertensive patients. Hypertension. 2021 Mar 3;77(3):833-42. doi: 10.1161/HYPERTENSIONAHA.120.16314. Epub 2021 11 January. PMID: 33423528; PMCID: PMC7884243. DOI: https://doi.org/10.1161/HYPERTENSIONAHA.120.16314 Williamson EJ, Walker AJ, Bhaskaran K, Bacon S, Bates C, Morton CE, et al. Factors associated with COVID-19-related death using OpenSAFELY. Nature. 2020 Aug;584(7821):430-6. doi: 10.1038/s41586-020-2521-4. Epub 2020 8 July. PMID: 32640463; PMCID: PMC7611074. DOI: https://doi.org/10.1038/s41586-020-2521-4 Yang J, Zheng Y, Gou X, Pu K, Chen Z, Guo Q, et al. Prevalence of comorbidities and its effects in patients infected with SARS-CoV-2: a systematic review and meta-analysis. Int J Infect Dis. 2020 May;94:91-5. doi: 10.1016/j.ijid.2020.03.017. Epub 2020 12 March. PMID: 32173574; PMCID: PMC7194638. DOI: https://doi.org/10.1016/j.ijid.2020.03.017 Reilev M, Kristensen KB, Pottegård A, Lund LC, Hallas J, Ernst MT, et al. Characteristics and predictors of hospitalization and death in the first 11 122 cases with a positive RT-PCR test for SARS-CoV-2 in Denmark: a nationwide cohort. Int J Epidemiol. 2020 1 October;49(5):1468-81. doi: 10.1093/ije/dyaa140. PMID: 32887982; PMCID: PMC7499657. DOI: https://doi.org/10.1093/ije/dyaa140 Hoffmann M, Kleine-Weber H, Schroeder S, Krüger N, Herrler T, Erichsen S, et al. SARS-CoV-2 cell entry depends on ACE2 and TMPRSS2 and is blocked by a clinically proven protease inhibitor. Cell. 2020 Apr 16;181(2):271-80.e8. doi: 10.1016/j.cell.2020.02.052. Epub 2020 5 March. PMID: 32142651; PMCID: PMC7102627. DOI: https://doi.org/10.1016/j.cell.2020.02.052 Morales DR, Conover MM, You SC, Pratt N, Kostka K, Duarte-Salles T, et al. Renin-angiotensin system blockers and susceptibility to COVID-19: a multinational open science cohort study. medRxiv [Preprint]. 2020 Jun 12:2020.06.11.20125849. doi: 10.1101/2020.06.11.20125849. Update in: Lancet Digit Health. 2020 Dec 17;: PMID: 32587982; PMCID: PMC7310640. Asiimwe IG, Pushpakom S, Turner RM, Kolamunnage-Dona R, Jorgensen AL, Pirmohamed M. Cardiovascular drugs and COVID-19 clinical outcomes: a living systematic review and meta-analysis. Br J Clin Pharmacol. 2021;87(12):4534–45. doi: 10.1111/bcp.14927 DOI: https://doi.org/10.1111/bcp.14927 Trifirò G, Massari M, Da Cas R, Menniti Ippolito F, Sultana J, Crisafulli S, et al. ITA-COVID-19: RAAS inhibitor group. Renin-angiotensin-aldosterone system inhibitors and risk of death in patients hospitalised with COVID-19: a retrospective Italian cohort study of 43,000 patients. Drug Saf. 2020 Dec;43(12):1297-308. doi: 10.1007/s40264-020-00994-5. PMID: 32852721; PMCID: PMC7450482. DOI: https://doi.org/10.1007/s40264-020-00994-5 Moore N, Bosco-Levy P, Thurin N, Blin P, Droz-Perroteau C. NSAIDs and COVID- 19: a systematic review and meta-analysis. Drug Saf. 2021;44:929-38. doi: 10.1007/S40264-021-01089-5 DOI: https://doi.org/10.1007/s40264-021-01089-5 Drake TM, Fairfield CJ, Pius R, Knight SR, Norman L, Girvan M, et al. Non-steroidal anti-inflammatory drug use and outcomes of COVID-19 in the ISARIC Clinical Characterisation Protocol UK cohort: a matched, prospective cohort study. Lancet Rheumatol. 2021;3:e498–506. 10.1016/S2665-9913(21)00104-1 Khunti K, Knighton P, Zaccardi F, Bakhai C, Barron E, Holman N, et al. Prescription of glucose-lowering therapies and risk of COVID-19 mortality in people with type 2 diabetes: a nationwide observational study in England. Lancet Diabetes Endocrinol. 2021 May;9(5):293-303. doi: 10.1016/S2213-8587(21)00050-4. Epub 2021 30 March. PMID: 33798464; PMCID: PMC8009618. DOI: https://doi.org/10.1016/S2213-8587(21)00050-4 Yang W, Sun X, Zhang J, Zhang K. The effect of metformin on mortality and severity in COVID-19 patients with diabetes mellitus. Diabetes Res Clin Pract. 2021;178:108977. 10.1016/J.DIABRES.2021.108977 DOI: https://doi.org/10.1016/j.diabres.2021.108977 Bramante CT, Buse J, Tamaritz L, Palacio A, Cohen K, Vojta D, et al. Outpatient metformin use is associated with reduced severity of COVID-19 disease in adults with overweight or obesity. J Med Virol. 2021 Jul;93(7):4273-9. doi: 10.1002/jmv.26873. Epub 2021 23 March. PMID: 33580540; PMCID: PMC8013587. DOI: https://doi.org/10.1002/jmv.26873 Lalau JD, Al-Salameh A, Hadjadj S, Goronflot T, Wiernsperger N, Pichelin M, et al. CORONADO investigators. Metformin use is associated with a reduced risk of mortality in patients with diabetes hospitalised for COVID-19. Diabetes Metab. 2021 Sep;47(5):101216. doi: 10.1016/j.diabet.2020.101216. Epub 2020 10 December. PMID: 33309936; PMCID: PMC7832745. DOI: https://doi.org/10.1016/j.diabet.2020.101216 Rakhmat II, Kusmala YY, Handayani DR, Juliastuti H, Nawangsih EN, Wibowo A, et al. Dipeptidyl peptidase-4 (DPP-4) inhibitor and mortality in coronavirus disease 2019 (COVID-19)-a systematic review, meta-analysis, and meta-regression. Diabetes Metab Syndr. 2021 May-Jun;15(3):777-82. doi: 10.1016/j.dsx.2021.03.027. Epub 2021 1 April. PMID: 33838614; PMCID: PMC8012165. DOI: https://doi.org/10.1016/j.dsx.2021.03.027 Hariyanto TI, Kurniawan A. Dipeptidyl peptidase 4 (DPP4) inhibitor and outcome from coronavirus disease 2019 (COVID-19) in diabetic patients: a systematic review, meta-analysis, and meta-regression. J Diabetes Metab Disord. 2021;20:543–50. doi: 10.1007/s40200-021-00777-4. DOI: https://doi.org/10.1007/s40200-021-00777-4 Asselta R, Paraboschi EM, Mantovani A, Duga S. ACE2 and TMPRSS2 variants and expression as candidates to sex and country differences in COVID-19 severity in Italy. Aging (Albany NY). 2020;12:10087–98. doi: 10.18632/aging.103415. DOI: https://doi.org/10.18632/aging.103415 Hou Y, Zhao J, Martin W, Kallianpur A, Chung MK, Jehi L, et al. New insights into genetic susceptibility of COVID-19: an ACE2 and TMPRSS2 polymorphism analysis. BMC Med. 2020;18:. doi: 10.1186/s12916-020-01673-z DOI: https://doi.org/10.1186/s12916-020-01673-z Ren L, Yu S, Xu W, Overton JL, Chiamvimonvat N, Thai PN. Lack of association of antihypertensive drugs with the risk and severity of COVID-19: a meta-analysis. J Cardiol. 2021;77:482–91. 10.1016/J.JJCC.2020.10.015 DOI: https://doi.org/10.1016/j.jjcc.2020.10.015 Xu J, Teng Y, Shang L, Gu X, Fan G, Chen Y, et al. The effect of prior angiotensin-converting enzyme inhibitor and angiotensin receptor blocker treatment on coronavirus disease 2019 (covid-19) susceptibility and outcome: a systematic review and meta-analysis. Clin Infect Dis. 2021 1 June;72(11):e901-13. doi: 10.1093/cid/ciaa1592. PMID: 33079200; PMCID: PMC7665377. DOI: https://doi.org/10.1093/cid/ciaa1592 Yu B, Li C, Sun Y, Wang DW. Insulin treatment is associated with increased mortality in patients with COVID-19 and type 2 diabetes. Cell Metab. 2021;33:65-77. doi: 10.1016/j.cmet.2020.11.014 DOI: https://doi.org/10.1016/j.cmet.2020.11.014 Mendez SR, Frank RC, Stevenson EK, Chung M, Silverman MG. Dihydropyridine calcium channel blockers and the risk of severe COVID-19. Chest. 2021;160:89-93. doi: 10.1016/j.chest.2021.01.073 DOI: https://doi.org/10.1016/j.chest.2021.01.073 Jackson BR, Gold JAW, Natarajan P, Rossow J, Neblett Fanfair R, da Silva J, et al. Predictors at admission of mechanical ventilation and death in an observational cohort of adults hospitalized with coronavirus disease 2019. Clin Infect Dis. 2021 6 December;73(11):e4141-51. doi: 10.1093/cid/ciaa1459. PMID: 32971532; PMCID: PMC7543323. DOI: https://doi.org/10.1093/cid/ciaa1459 Yan H, Valdes AM, Vijay A, Wang S, Liang L, Yang S, et al. Role of Drugs Used for Chronic Disease Management on Susceptibility and Severity of COVID-19: A Large Case-Control Study. Clin. Pharmacol. Ther. 2020;108:1185-94. doi: 10.1002/cpt.2047 DOI: https://doi.org/10.1002/cpt.2047 Chouchana L, Beeker N, Garcelon N, Rance B, Paris N, Salamanca E, et al. AP-HP/Universities/Inserm COVID-19 research collaboration, AP-HP Covid CDR Initiative, and “Entrepôt de Données de Santé” AP-HP Consortium”. Association of antihypertensive agents with the risk of in-hospital death in patients with COVID-19. Cardiovasc Drugs Ther. 2022 Jun;36(3):483-8. doi: 10.1007/s10557-021-07155-5. Epub 2021 17 February. Erratum in: Cardiovasc Drugs Ther. 2021 Mar 4;: PMID: 33595761; PMCID: PMC7887412. DOI: https://doi.org/10.1007/s10557-021-07164-4 Kow CS, Ramachandram DS, Hasan SS. Clinical outcomes of hypertensive patients with COVID-19 receiving calcium channel blockers: a systematic review and meta-analysis. Hypertens Res. Published Online First. 2021 doi: 10.1038/s41440-021-00786-z DOI: https://doi.org/10.1038/s41440-021-00786-z Dietl P, Haller T, Frick M. Spatio-temporal aspects, pathways and actions of Ca2+ in surfactant secreting pulmonary alveolar type II pneumocytes. Cell Calcium. 2012;52:296–302. doi: 10.1016/J.CECA.2012.04.010 DOI: https://doi.org/10.1016/j.ceca.2012.04.010 Lodhi FAK, Shogren SL, Vedre JG, Haque N, Reriani M, Ali R. Calcium channel blocker toxicity causing acute respiratory distress syndrome: a commonly used drug triggering a life-threatening condition. Wis Med J. 2020;119:66–8. Alsagaff MY, Mulia EPB, Maghfirah I, Luke K, Nugraha D, Rachmi DA, et al. Association of calcium channel blocker use with clinical outcome of COVID-19: a meta-analysis. Diabetes Metab Syndr. 2021 Sep-Oct;15(5):102210. doi: 10.1016/j.dsx.2021.102210. Epub 2021 16 July. PMID: 34298269; PMCID: PMC8282943. DOI: https://doi.org/10.1016/j.dsx.2021.102210 Magdalan J, Antończyk A, Kowalski K, Przewłocki M, Kochman K, Wasylko-Smolarek M. Severe pulmonary complications of massive intoxication with calcium channel blockers and isosorbide mononitrate-a case report. Przegl Lek. 2004;61:405–7. Humbert VH, Munn NJ, Hawkins RF. Noncardiogenic pulmonary edema complicating massive diltiazem overdose. Chest. 1991, 99:258–9. doi: 10.1378/CHEST.99.1.258 DOI: https://doi.org/10.1378/chest.99.1.258 Marini JJ, Gattinoni L. Management of COVID-19 respiratory distress. JAMA. 2020, 323:2329-30. 10.1001/JAMA.2020.6825 DOI: https://doi.org/10.1001/jama.2020.6825 Sweeney RM, McAuley DF. Acute respiratory distress syndrome. Lancet. 2016 Nov 12;388(10058):2416-2430. doi: 10.1016/S0140-6736(16)00578-X. Epub 2016 28 April. Erratum in: Lancet. 2016 Nov 12;388(10058):2354. PMID: 27133972; PMCID: PMC7138018. DOI: https://doi.org/10.1016/S0140-6736(16)00578-X Simonneau G, Escourrou P, Duroux P, Lockhart A. Inhibition of hypoxic pulmonary vasoconstriction by nifedipine. N Engl J Med 1981;304:1582-5. doi: 10.1056/NEJM198106253042606 DOI: https://doi.org/10.1056/NEJM198106253042606 Mishra A, Reed RM, Eberlein M. Severe, rapidly reversible hypoxemia in the early period after bilateral lung transplantation. Ann Am Thorac Soc. 2016;13:979–85. 10.1513/ANNALSATS.201602-107CC/SUPPL_FILE/DISCLOSURES.PDF DOI: https://doi.org/10.1513/AnnalsATS.201602-107CC D’elia JA, Weinrauch LA. Calcium ion channels: roles in infection and sepsis mechanisms of calcium channel blocker benefits in immunocompromised patients at risk for infection. Int J Mol Sci. 2018, 19:1–17. 10.3390/ijms19092465 DOI: https://doi.org/10.3390/ijms19092465 Crespi B, Alcock J. Conflicts over calcium and the treatment of COVID-19. Evol Med Public Heal. 2020, 9:149–56. doi: 10.1093/EMPH/EOAA046 DOI: https://doi.org/10.1093/emph/eoaa046 Straus MR, Bidon MK, Tang T, Jaimes JA, Whittaker GR, Daniel S. Inhibitors of L-type calcium channels show therapeutic potential for treating SARS-CoV-2 infections by preventing virus entry and spread. ACS Infect Dis. Published Online First. 2021, 7:2807-2815. 10.1021/ACSINFECDIS.1C00023 DOI: https://doi.org/10.1021/acsinfecdis.1c00023 Silva IVG, De Figueiredo RC, Rios DRA. Effect of different classes of antihypertensive drugs on endothelial function and inflammation. Int J Mol Sci. 2019;20:5–9. 10.3390/ijms20143458 DOI: https://doi.org/10.3390/ijms20143458 Ettman CK, Abdalla SM, Cohen GH, Sampson L, Vivier PM, Galea S. Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic. JAMA Netw Open. 2020;3:2019686-2019686. 10.1001/JAMANETWORKOPEN.2020.19686 DOI: https://doi.org/10.1001/jamanetworkopen.2020.19686 Hossain MM, Tasnim S, Sultana A, Faizah F, Mazumder H, Zou L, et al. Epidemiology of mental health problems in COVID-19: a review. F1000Res. 2020 23 June;9:636. doi: 10.12688/f1000research.24457.1. PMID: 33093946; PMCID: PMC7549174. DOI: https://doi.org/10.12688/f1000research.24457.1 Şenkal N, Meral R, Medetalibeyoğlu A, Konyaoğlu H, Kose M, Tukek T. Association between chronic ACE inhibitor exposure and decreased odds of severe disease in patients with COVID-19. Anatol J Cardiol. 2020;24:21-9. doi: 10.14744/ANATOLJCARDIOL.2020.57431. DOI: https://doi.org/10.14744/AnatolJCardiol.2020.57431 Copyright (c) 2023 Ülkü Sur Ünal , Hasan Raci Yananlı , Ömer Kays Ünal , Yasemin Doğan Kaya , Merve Keskin , Fikriye Güngören , Atila Karaalp This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

30 September 2026 in Kocaeli Üniversitesi Sağlık Bilimleri Dergisi
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ZEZeliha Emrence
Zeliha Emrence
ŞPŞeyma Punar
Şeyma Punar
MKMerve Keskin
Merve Keskin
BSBerra Sümer
Berra Sümer
BKBüşra Karaçam
Büşra Karaçam
SESema Sirma Ekmekci
Sema Sirma Ekmekci
Amaç: Bortezomib, multipl miyelom tedavisinde yaygın olarak kullanılan önemli bir proteazom inhibitörüdür; ancak kazanılmış direnç, ilacın uzun dönem klinik etkinliğini sınırlandırmaktadır. MikroRNA’lar apoptoz, stres yanıtı, hücresel adaptasyon ve ilaç direnci süreçlerinde rol oynayan önemli post-transkripsiyonel düzenleyicilerdir. Bu çalışmada, multipl miyelom hücre modellerinde bortezomib direnci ile ilişkili olabilecek seçilmiş mikroRNA’ların ekspresyon profillerinin araştırılması amaçlandı. Yöntem: Bortezomib dirençli U266 ve RPMI-8226 multipl miyelom hücreleri, artan konsantrasyonlarda bortezomibe sürekli maruz bırakılarak oluşturuldu. Dirençli ve kontrol hücrelerinde miR-25, miR-30c, miR-34a, miR-34c, miR-200b, miR-200c, miR-326, miR-429, miR-449a, miR-449b, miR-499a, miR-582 ve miR-708 ekspresyon düzeyleri kantitatif gerçek zamanlı PCR yöntemi ile analiz edildi. Endojen kontrol olarak U6 snRNA kullanıldı ve relatif ekspresyon düzeyleri 2⁻ΔΔCt yöntemi ile hesaplandı. Bulgular: Bortezomib dirençli U266 ve RPMI-8226 hücrelerinde hem ortak hem de hücre hattına özgü mikroRNA ekspresyon değişiklikleri gözlendi. miR-34a, miR-34c, miR-326, miR-429, miR-449a ve miR-449b her iki dirençli hücre hattında da anlamlı olarak yüksek eksprese edildi. miR-25, miR-200c ve miR-708 ekspresyonları yalnızca dirençli RPMI-8226 hücrelerinde arttı. Buna karşılık, miR-200b, miR-499a ve miR-582 iki dirençli model arasında zıt ekspresyon paternleri sergilerken, miR-30c ekspresyonunda değişiklik saptanmadı. Sonuç: Multipl miyelomda kazanılmış bortezomib direnci, hem ortak hem de hücre hattına özgü mikroRNA değişiklikleri ile ilişkilidir. miR-34, miR-326 ve miR-449 aile üyelerinin her iki dirençli hücre hattında tutarlı şekilde artmış olması, bu mikroRNA’ların proteazom inhibisyonuna karşı gelişen adaptif yanıtlarda rol oynayabileceğini düşündürmektedir. Diğer mikroRNA’larda gözlenen farklı ekspresyon paternleri ise direnç mekanizmalarının heterojen yapısına işaret etmektedir. Bu mikroRNA’ların bortezomib direncindeki fonksiyonel rollerinin aydınlatılması için ileri çalışmalara ihtiyaç vardır.