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An intelligent DNA nanorobot for detection of MiRNAs cancer biomarkers using molecular programming to fabricate a logic-responsive hybrid nanostructure

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Abstract

Herein, we designed a DNA framework-based intelligent nanorobot using toehold-mediated strand displacement reaction-based molecular programming and logic gate operation for the selective and synchronous detection of miR21 and miR125b, which are known as significant cancer biomarkers. Moreover, to investigate the applicability of our design, DNA nanorobots were implemented as capping agents onto the pores of MSNs. These agents can develop a logic-responsive hybrid nanostructure capable of specific drug release in the presence of both targets. The prosperous synthesis steps were verified by FTIR, XRD, BET, UV–visible, FESEM–EDX mapping, and HRTEM analyses. Finally, the proper release of the drug in the presence of both target microRNAs was studied. This Hybrid DNA Nanostructure was designed with the possibility to respond to any target oligonucleotides with 22 nucleotides length.

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References

  1. Seeman NC, Sleiman HF (2017) DNA nanotechnology. Nat Rev Mater 3(1):1–23

    Google Scholar 

  2. Zhuo Z et al (2020) A loop-based and AGO-incorporated virtual screening model targeting AGO-mediated miRNA–mRNA interactions for drug discovery to rescue bone phenotype in genetically modified Mice. Adv Sci 7(13):1903451

    Article  CAS  Google Scholar 

  3. Khajouei S, Ravan H, Ebrahimi A (2020) Developing a colorimetric nucleic acid-responsive DNA hydrogel using DNA proximity circuit and catalytic hairpin assembly. Anal Chim Acta 1137:1–10

    Article  CAS  PubMed  Google Scholar 

  4. Zou Y et al (2021) MK-FSVM-SVDD: a multiple kernel-based fuzzy SVM model for predicting DNA-binding proteins via support vector data description. Curr Bioinform 16(2):274–283

    Article  CAS  Google Scholar 

  5. Cabello-Garcia J et al (2021) Handhold-mediated strand displacement: a nucleic acid based mechanism for generating far-from-equilibrium assemblies through templated reactions. ACS Nano 15(2):3272–3283

    Article  CAS  PubMed  Google Scholar 

  6. Kang H et al (2021) DNA dynamics and computation based on toehold-free strand displacement. Nat Commun 12(1):1–9

    Article  Google Scholar 

  7. Sargazi S et al (2022) Opportunities and challenges of using high-sensitivity nanobiosensors to detect long noncoding RNAs: a preliminary review. Intern J Biol Macromol 205:304

    Article  CAS  Google Scholar 

  8. Ramezani H, Dietz H (2020) Building machines with DNA molecules. Nat Rev Genet 21(1):5–26

    Article  CAS  PubMed  Google Scholar 

  9. Nazari-Vanani R et al (2019) Electrochemical biosensing of 16s rRNA gene sequence of enterococcus faecalis. Biosens Bioelectron 142:111541

    Article  CAS  PubMed  Google Scholar 

  10. Saliani M et al (2021) KRAS-related long noncoding RNAs in human cancers. Cancer Gene Ther 13:1–10

    Google Scholar 

  11. Li J et al (2017) Micro/nanorobots for biomedicine: delivery, surgery, sensing, and detoxification. Sci Robot. https://doi.org/10.1126/scirobotics.aam6431

    Article  PubMed  PubMed Central  Google Scholar 

  12. Li S et al (2018) A DNA nanorobot functions as a cancer therapeutic in response to a molecular trigger in vivo. Nat Biotechnol 36(3):258–264

    Article  CAS  PubMed  Google Scholar 

  13. Sun Y et al (2022) Cooperation and competition between CRISPR-and omics-based technologies in foodborne pathogens detection: a state of the art review. Curr Opin Food Sci 44:100813

    Article  CAS  Google Scholar 

  14. Li Z et al (2022) Sb-doped WO3 based QCM humidity sensor with self-recovery ability for real-time monitoring of respiration and wound. Sens Actuators B Chem 361:131691

    Article  CAS  Google Scholar 

  15. Li T et al (2022) Two-dimensional material-based electrochemical sensors/biosensors for food safety and biomolecular detection. Biosensors 12(5):314

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Yumashev AV et al (2022) Optical-based biosensor for detection of oncomarker CA 125, recent progress and current status. Anal Biochem 655:114750

    Article  Google Scholar 

  17. Liu S et al (2022) 2D/3D multimode medical image registration based on normalized cross-correlation. Appl Sci 12(6):2828

    Article  CAS  Google Scholar 

  18. Xu Q et al (2020) Multi-task joint learning model for segmenting and classifying tongue images using a deep neural network. IEEE J Biomed Health Inform 24(9):2481–2489

    Article  PubMed  Google Scholar 

  19. Cao Z et al (2022) The algorithm of stereo vision and shape from shading based on endoscope imaging. Biomed Signal Process Control 76:103658

    Article  Google Scholar 

  20. Lai W-F (2020) Non-conjugated polymers with intrinsic luminescence for drug delivery. J Drug Deliv Sci Technol 59:101916

    Article  CAS  Google Scholar 

  21. Lai W-F, Tang R, Wong W-T (2020) Ionically crosslinked complex gels loaded with oleic acid-containing vesicles for transdermal drug delivery. Pharmaceutics 12(8):725

    Article  CAS  PubMed Central  Google Scholar 

  22. Li H, Wang F (2021) Core-shell chitosan microsphere with antimicrobial and vascularized functions for promoting skin wound healing. Mater Des 204:109683

    Article  CAS  Google Scholar 

  23. Rudiansyah M et al (2022) Beneficial alterations in growth performance, blood biochemicals, immune responses, and antioxidant capacity of common carp (Cyprinus carpio) fed a blend of Thymus vulgaris, Origanum majorana, and Satureja hortensis extracts. Aquaculture 555:738254

    Article  CAS  Google Scholar 

  24. Hafsan H et al (2022) Dietary Dracocephalum kotschyi essential oil improved growth, haematology, immunity and resistance to Aeromonas hydrophila in rainbow trout (Oncorhynchus mykiss). Aquac Res 53(8):3164–3175

    Article  CAS  Google Scholar 

  25. Obaid RF et al (2022) Antibacterial activity, anti-adherence and anti-biofilm activities of plants extracts against Aggregatibacter actinomycetemcomitans: an in vitro study in Hilla city. Iraq Casp J Environ Sci 20(2):367–372

    Google Scholar 

  26. Liu W et al (2020) Different pathways for Cr (III) oxidation: implications for Cr (VI) reoccurrence in reduced chromite ore processing residue. Environ Sci Technol 54(19):11971–11979

    Article  CAS  PubMed  Google Scholar 

  27. Liu J et al (2022) Electrospun strong, bioactive, and bioabsorbable silk fibroin/poly (l-lactic-acid) nanoyarns for constructing advanced nanotextile tissue scaffolds. Mater Today Bio 14:100243

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Qi H et al (2022) Capacitive aptasensor coupled with microfluidic enrichment for real-time detection of trace SARS-CoV-2 nucleocapsid protein. Anal Chem 94(6):2812–2819

    Article  CAS  PubMed  Google Scholar 

  29. Douglas SM, Bachelet I, Church GM (2012) A logic-gated nanorobot for targeted transport of molecular payloads. Science 335(6070):831–834

    Article  CAS  PubMed  Google Scholar 

  30. Ma W et al (2019) An intelligent DNA nanorobot with in vitro enhanced protein lysosomal degradation of HER2. Nano Lett 19(7):4505–4517

    Article  CAS  PubMed  Google Scholar 

  31. Hu T et al (2021) Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges. Intern J Digit Earth 14(9):1126–1147

    Article  Google Scholar 

  32. Li H, Peng R, Wang Z-A (2018) On a diffusive susceptible-infected-susceptible epidemic model with mass action mechanism and birth-death effect: analysis, simulations, and comparison with other mechanisms. SIAM J Appl Math 78(4):2129–2153

    Article  Google Scholar 

  33. JALIL AT et al (2020) Viral hepatitis in Dhi-Qar Province: demographics and hematological characteristics of patients. Intern J Pharm Res 12(1):2081–2087

    Google Scholar 

  34. Widjaja G et al (2021) Humoral immune mechanisms involved in protective and pathological immunity during COVID-19. Hum Immunol 82(10):733–745

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Saleh MM et al (2020) Evaluation of immunoglobulins, CD4/CD8 T lymphocyte ratio and interleukin-6 in COVID-19 patients. Turk J Immunol 8(3):129–134

    Article  Google Scholar 

  36. Jalil AT et al (2021) Polymerase chain reaction technique for molecular detection of HPV16 infections among women with cervical cancer in Dhi-Qar province. Mater Today Proc. https://doi.org/10.1016/j.matpr.2021.05.211

    Article  Google Scholar 

  37. Hanan ZK et al (2021) Detection of human genetic variation in VAC14 gene by ARMA-PCR technique and relation with typhoid fever infection in patients with gallbladder diseases in Thi-Qar province/Iraq. Mater Today Proc. https://doi.org/10.1016/j.matpr.2021.05.236

    Article  Google Scholar 

  38. Khan MUF et al (2022) Serum level estimation of some biomarkers in diabetic and non-diabetic COVID-19 infected patients. Appl Nanosci. https://doi.org/10.1007/s13204-021-02167-x

    Article  PubMed  PubMed Central  Google Scholar 

  39. Xu Y et al (2022) Prediction of COVID-19 manipulation by selective ACE inhibitory compounds of potentilla reptant root: in silico study and ADMET profile. Arab J Chem 15(7):103942

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Feng Y et al (2021) Pan-cancer analysis and experiments with cell lines reveal that the slightly elevated expression of DLGAP5 is involved in clear cell renal cell carcinoma progression. Life Sci 287:120056

    Article  CAS  PubMed  Google Scholar 

  41. Yan J et al (2020) Chiral protein supraparticles for tumor suppression and synergistic immunotherapy: an enabling strategy for bioactive supramolecular chirality construction. Nano Lett 20(8):5844–5852

    Article  CAS  PubMed  Google Scholar 

  42. Jalil AT et al (2021) Cancer stages and demographical study of HPV16 in gene L2 isolated from cervical cancer in Dhi-Qar province. Iraq Appl Nanosci. https://doi.org/10.1007/s13204-021-01947-9

    Article  Google Scholar 

  43. Marofi F et al (2021) Novel CAR T therapy is a ray of hope in the treatment of seriously ill AML patients. Stem Cell Res Ther 12(1):465

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Jalil AT et al (2022) Hematological and serological parameters for detection of COVID-19. J Microbiol Biotechnol Food Sci 11(4):e4229–e4229

    Article  CAS  Google Scholar 

  45. Marofi F et al (2021) CAR-NK cell in cancer immunotherapy. A Promis Front Cancer Sci 112(9):3427–3436

    Article  CAS  Google Scholar 

  46. Chen H et al (2018) Multiplexed detection of cancer biomarkers using a microfluidic platform integrating single bead trapping and acoustic mixing techniques. Nanoscale 10(43):20196–20206

    Article  CAS  PubMed  Google Scholar 

  47. Laraib U et al (2021) Nanotechnology-based approaches for effective detection of tumor markers: A comprehensive state-of-the-art review. Intern J Biol Macromol. https://doi.org/10.1016/j.ijbiomac.2021.12.052

    Article  Google Scholar 

  48. Hou Q et al (2022) Role of nutrient-sensing receptor GPRC6A in regulating colonic group 3 innate lymphoid cells and inflamed mucosal healing. J Crohns Colitis 20:1–13

    Google Scholar 

  49. Li J et al (2022) Recent advancements in ultrasound transducer: from material strategies to biomedical applications. BME Front 2022:1

    Article  Google Scholar 

  50. Liu Z et al (2021) Combining graph neural networks with expert knowledge for smart contract vulnerability detection. IEEE Trans Knowl Data Eng. https://doi.org/10.1109/TKDE.2021.3095196

    Article  Google Scholar 

  51. Zhang T et al (2022) Piezoelectric ultrasound energy–harvesting device for deep brain stimulation and analgesia applications. Sci Adv 8(15):eabk0159

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Lv Z et al (2021) Digital twins in unmanned aerial vehicles for rapid medical resource delivery in epidemics. IEEE Trans Intell Transp Syst. https://doi.org/10.1109/TITS.2021.3113787

    Article  Google Scholar 

  53. Liu Q, Peng H, Wang Z-A (2022) Convergence to nonlinear diffusion waves for a hyperbolic-parabolic chemotaxis system modelling vasculogenesis. J Differ Equ 314:251–286

    Article  Google Scholar 

  54. Wang F et al (2021) USP14: structure, function, and target inhibition. Front Pharmacol. https://doi.org/10.3389/fphar.2021.801328

    Article  PubMed  PubMed Central  Google Scholar 

  55. Ding W et al (2022) Metabolic engineering of threonine catabolism enables Saccharomyces cerevisiae to produce propionate under aerobic conditions. Biotechnol J 17(3):2100579

    Article  CAS  Google Scholar 

  56. Lei J et al (2022) Intestinal microbiota regulate certain meat quality parameters in chicken. Front Nutr. https://doi.org/10.3389/fnut.2022.747705

    Article  PubMed  PubMed Central  Google Scholar 

  57. Gunawan W et al (2022) Effect of tomato consumption on inflammatory markers in health and disease status: a systematic review and meta-analysis of clinical trials. Clin Nutr ESPEN 50:1–12

    Google Scholar 

  58. Zhang T et al (2022) Transcranial focused ultrasound stimulation of periaqueductal gray for analgesia. IEEE Transac Biomed Eng. https://doi.org/10.1109/TBME.2022.3162073

    Article  Google Scholar 

  59. Zhao S et al (2021) Boolean logic gate based on DNA strand displacement for biosensing: current and emerging strategies. Nanoscale Horizons 6(4):298–310

    Article  CAS  PubMed  Google Scholar 

  60. Ebrahimi A, Ravan H, Mehrabani M (2020) Multiplex monitoring of Alzheimer associated miRNAs based on the modular logic circuit operation and doping of catalytic hairpin assembly. Biosens Bioelectr 170:112710

    Article  CAS  Google Scholar 

  61. Qian L, Winfree E (2011) Scaling up digital circuit computation with DNA strand displacement cascades. Science 332(6034):1196–1201

    Article  CAS  PubMed  Google Scholar 

  62. Chang Y et al (2019) Simply constructed and highly efficient classified cargo-discharge DNA robot: a DNA walking nanomachine platform for ultrasensitive multiplexed sensing. Anal Chem 91(13):8123–8128

    Article  CAS  PubMed  Google Scholar 

  63. Du Y, Peng P, Li T (2019) DNA logic operations in living cells utilizing lysosome-recognizing framework nucleic acid nanodevices for subcellular imaging. ACS Nano 13(5):5778–5784

    Article  CAS  PubMed  Google Scholar 

  64. Sabir F et al (2021) DNA based and stimuli-responsive smart nanocarrier for diagnosis and treatment of cancer: applications and challenges. Cancers 13(14):3396

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Zhang Y et al (2022) Nano-enhanced biolubricant in sustainable manufacturing: from processability to mechanisms. Friction 10(6):803–841

    Article  CAS  Google Scholar 

  66. Cui X et al (2022) Grindability of titanium alloy using cryogenic nanolubricant minimum quantity lubrication. J Manuf Process 80:273–286

    Article  Google Scholar 

  67. Jia D et al (2014) Experimental verification of nanoparticle jet minimum quantity lubrication effectiveness in grinding. J Nanopart Res 16(12):1–15

    Article  CAS  Google Scholar 

  68. Zhang J et al (2018) Experimental assessment of an environmentally friendly grinding process using nanofluid minimum quantity lubrication with cryogenic air. J Clean Prod 193:236–248

    Article  CAS  Google Scholar 

  69. Zhang Z et al (2021) Residual stress of MoS2 nano-lubricant grinding cemented carbide. Int J Adv Manuf Technol 1:1–15

    CAS  Google Scholar 

  70. Shafiei N, Nasrollahzadeh M, Iravani S (2021) Green synthesis of silica and silicon nanoparticles and their biomedical and catalytic applications. Comments Inorg Chem 41(6):317–372

    Article  CAS  Google Scholar 

  71. Indhira D et al (2022) Biomimetic facile synthesis of zinc oxide and copper oxide nanoparticles from Elaeagnus indica for enhanced photocatalytic activity. Environ Res 212:113323

    Article  CAS  PubMed  Google Scholar 

  72. Ameen F, Dawoud T, AlNadhari S (2021) Ecofriendly and low-cost synthesis of ZnO nanoparticles from Acremonium potronii for the photocatalytic degradation of azo dyes. Environ Res 202:111700

    Article  CAS  PubMed  Google Scholar 

  73. Moghadam NCZ et al (2022) Nickel oxide nanoparticles synthesis using plant extract and evaluation of their antibacterial effects on Streptococcus mutans. Bioprocess Biosyst Eng 45(7):1201–1210

    Article  CAS  PubMed  Google Scholar 

  74. Al-Enazi NM et al (2021) Tin oxide nanoparticles (SnO2-NPs) synthesis using Galaxaura elongata and its anti-microbial and cytotoxicity study: a greenery approach. Applied Nanosci. https://doi.org/10.1007/s13204-021-01828-1

    Article  Google Scholar 

  75. Jasim SA et al (2022) Investigation of crotonaldehyde adsorption on pure and Pd-decorated GaN nanotubes: a density functional theory study. Solid State Commun 348–349:114741

    Article  Google Scholar 

  76. Jasim SA et al (2022) Nanomagnetic Salamo-based-Pd (0) complex: an efficient heterogeneous catalyst for Suzuki-Miyaura and Heck cross-coupling reactions in aqueous medium. J Mol Struct 1261:132930

    Article  CAS  Google Scholar 

  77. Sonbol H et al (2021) Padina boryana mediated green synthesis of crystalline palladium nanoparticles as potential nanodrug against multidrug resistant bacteria and cancer cells. Sci Rep 11(1):5444

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  78. Raya I et al (2022) Role of compositional changes on thermal, magnetic, and mechanical properties of Fe-PC-based amorphous alloys. Chin Phys B 31(1):016401

    Article  Google Scholar 

  79. Sadeghi H et al (2022) Iron oxyhydroxide nanoparticles: green synthesis and their cytotoxicity activity against A549 human lung adenocarcinoma cells. Rend Lincei Sci Fis e Nat 33(2):461–469

    Article  Google Scholar 

  80. Akbarizadeh MR et al (2022) Cytotoxic activity and magnetic behavior of green synthesized iron oxide nanoparticles on brain glioblastoma cells. Nanomed Res J 7(1):99–106

    CAS  Google Scholar 

  81. Hachem K et al (2022) Adsorption of Pb (II) and Cd (II) by magnetic chitosan-salicylaldehyde Schiff base: synthesis, characterization, thermal study and antibacterial activity. J Chin Chem Soc 69(3):512–521

    Article  CAS  Google Scholar 

  82. Kartika R et al (2022) Ca12O12 nanocluster as highly sensitive material for the detection of hazardous mustard gas: density-functional theory. Inorg Chem Commun 137:109174

    Article  CAS  Google Scholar 

  83. Rajadurai UM et al (2021) Assessment of behavioral changes and antitumor effects of silver nanoparticles synthesized using diosgenin in mice model. J Drug Deliv Sci Technol 66:102766

    Article  CAS  Google Scholar 

  84. Ameen F et al (2021) Anti-oxidant, anti-fungal and cytotoxic effects of silver nanoparticles synthesized using marine fungus Cladosporium halotolerans. Appl Nanosci. https://doi.org/10.1007/s13204-021-01874-9

    Article  Google Scholar 

  85. Ameen F et al (2020) Fabrication of silver nanoparticles employing the cyanobacterium Spirulina platensis and its bactericidal effect against opportunistic nosocomial pathogens of the respiratory tract. J Mol Struct 1217:128392

    Article  CAS  Google Scholar 

  86. Akbarizadeh MR, Sarani M, Darijani S (2022) Study of antibacterial performance of biosynthesized pure and Ag-doped ZnO nanoparticles. Rend Lincei Sci Fis e Nat 33:613–621

    Article  Google Scholar 

  87. Ameen F et al (2022) Antioxidant, antibacterial and anticancer efficacy of Alternaria chlamydospora-mediated gold nanoparticles. Appl Nanosci 12:1–11

    Google Scholar 

  88. Megarajan S et al (2022) Synthesis of N-myristoyltaurine stabilized gold and silver nanoparticles: assessment of their catalytic activity, antimicrobial effectiveness and toxicity in zebrafish. Environ Res 212:113159

    Article  CAS  PubMed  Google Scholar 

  89. Almansob A, Bahkali AH, Ameen F (2022) Efficacy of gold nanoparticles against drug-resistant nosocomial fungal pathogens and their extracellular enzymes: resistance profiling towards established antifungal agents. Nanomaterials 12(5):814

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  90. Mythili R et al (2018) Biogenic synthesis, characterization and antibacterial activity of gold nanoparticles synthesised from vegetable waste. J Mol Liq 262:318–321

    Article  CAS  Google Scholar 

  91. Isacfranklin M et al (2020) Single-phase Cr2O3 nanoparticles for biomedical applications. Ceram Int 46(12):19890–19895

    Article  CAS  Google Scholar 

  92. Chupradit S et al (2021) Use of organic and copper-based nanoparticles on the turbulator installment in a shell tube heat exchanger: a CFD-based simulation approach by using nanofluids. J Nanomater 2021:1

    Article  Google Scholar 

  93. Sonbol H et al (2021) Bioinspired synthesize of CuO nanoparticles using Cylindrospermum stagnale for antibacterial, anticancer and larvicidal applications. Appl Nanosci. https://doi.org/10.1007/s13204-021-01940-2

    Article  Google Scholar 

  94. Jasim SA et al (2022) Green synthesis of spinel copper ferrite (CuFe2O4) nanoparticles and their toxicity. Nanotechnol Rev 11(1):2483–2492

    Article  CAS  Google Scholar 

  95. Darvish M et al (2022) Biosynthesis of Zn-doped CuFe2O4 nanoparticles and their cytotoxic activity. Sci Rep 12(1):9442

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  96. Ameen F (2022) Optimization of the synthesis of fungus-mediated bi-metallic Ag-Cu nanoparticles. Appl Sci 12(3):1384

    Article  CAS  Google Scholar 

  97. Arkaban H et al (2022) Polyacrylic acid nanoplatforms: antimicrobial, tissue engineering, and cancer theranostic applications. Polymers 14(6):1259

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Ngafwan N et al (2021) Study on novel fluorescent carbon nanomaterials in food analysis. Food Sci Technol. https://doi.org/10.1590/fst.37821

    Article  Google Scholar 

  99. Olegovich Bokov D et al (2022) Ir-decorated gallium nitride nanotubes as a chemical sensor for recognition of mesalamine drug: a DFT study. Mol Simul 48(5):438–447

    Article  CAS  Google Scholar 

  100. Saleh RO et al (2022) Application of aluminum nitride nanotubes as a promising nanocarriers for anticancer drug 5-aminosalicylic acid in drug delivery system. J Mol Liq 352:118676

    Article  Google Scholar 

  101. Vidhya MS et al (2021) Anti-cancer applications of Zr Co, Ni-doped ZnO thin nanoplates. Mater Lett 283:128760

    Article  Google Scholar 

  102. Turki Jalil A et al (2021) CuO/ZrO2 nanocomposites: facile synthesis, characterization and photocatalytic degradation of tetracycline antibiotic. J Nanostruct 11(2):333–346

    Google Scholar 

  103. Bokov D et al (2021) Nanomaterial by sol-gel method: synthesis and application. Adv Mater Sci Eng 2021:1

    Article  Google Scholar 

  104. AlNadhari S et al (2021) A review on biogenic synthesis of metal nanoparticles using marine algae and its applications. Environ Res 194:110672

    Article  CAS  PubMed  Google Scholar 

  105. Wang X et al (2022) Influence of texture shape and arrangement on nanofluid minimum quantity lubrication turning. Intern J Adv Manuf Technol 119(1):631–646

    Article  Google Scholar 

  106. Gao T et al (2022) Fiber-reinforced composites in milling and grinding: machining bottlenecks and advanced strategies. Front Mech Eng 2022:1

    CAS  Google Scholar 

  107. Xia J, Majdi A, Toghraie D (2022) Molecular dynamics simulation of friction process in atomic structures with spherical nanoparticles. Solid State Commun 346:114717

    Article  CAS  Google Scholar 

  108. Mohammed AE et al (2022) In-silico predicting as a tool to develop plant-based biomedicines and nanoparticles: Lycium shawii metabolites. Biomed Pharmacother 150:113008

    Article  CAS  PubMed  Google Scholar 

  109. Sabir F et al (2022) Functionalized nanoparticles in drug delivery: strategies to enhance direct nose-to-brain drug delivery via integrated nerve pathways. Synth Appl Nanopart. https://doi.org/10.1007/978-981-16-6819-7_21

    Article  Google Scholar 

  110. Bala Subramaniyan S et al (2022) Phytolectin-cationic lipid complex revive ciprofloxacin efficacy against multi-drug resistant uropathogenic Escherichia coli. Colloids Surf A 647:128970

    Article  CAS  Google Scholar 

  111. Mohanta YK et al (2018) Bio-inspired synthesis of silver nanoparticles from leaf extracts of Cleistanthus collinus (Roxb.): Its potential antibacterial and anticancer activities. IET Nanobiotechnol 12(3):343–348

    Article  PubMed Central  Google Scholar 

  112. Mythili R et al (2018) Utilization of market vegetable waste for silver nanoparticle synthesis and its antibacterial activity. Mater Lett 225:101–104

    Article  CAS  Google Scholar 

  113. Ameen F et al (2018) Flavonoid dihydromyricetin-mediated silver nanoparticles as potential nanomedicine for biomedical treatment of infections caused by opportunistic fungal pathogens. Res Chem Intermed 44(9):5063–5073

    Article  CAS  Google Scholar 

  114. Ameen F et al (2020) Soil bacteria Cupriavidus sp. mediates the extracellular synthesis of antibacterial silver nanoparticles. J Mol Struct 1202:127233

    Article  CAS  Google Scholar 

  115. Alshehrei, F., N.M. Al-Enazi, and F. Ameen: Vermicomposting amended with microalgal biomass and biochar produce phytopathogen-resistant seedbeds for vegetables. Biomass Convers Biorefin (2021)

  116. Jalil AT et al (2021) High-sensitivity biosensor based on glass resonance PhC cavities for detection of blood component and glucose concentration in human urine. Coatings 11(12):1555

    Article  CAS  Google Scholar 

  117. Chupradit S et al (2021) Ultra-sensitive biosensor with simultaneous detection (of cancer and diabetes) and analysis of deformation effects on dielectric rods in optical microstructure. Coatings 11(12):1564

    Article  CAS  Google Scholar 

  118. Chupradit S et al (2022) Various types of electrochemical biosensors for leukemia detection and therapeutic approaches. Anal Biochem 654:114736

    Article  CAS  PubMed  Google Scholar 

  119. Yang M et al (2017) Maximum undeformed equivalent chip thickness for ductile-brittle transition of zirconia ceramics under different lubrication conditions. Int J Mach Tools Manuf 122:55–65

    Article  Google Scholar 

  120. Zhang Y et al (2016) Experimental study on the effect of nanoparticle concentration on the lubricating property of nanofluids for MQL grinding of Ni-based alloy. J Mater Process Technol 232:100–115

    Article  CAS  Google Scholar 

  121. Min Y et al (2019) Predictive model for minimum chip thickness and size effect in single diamond grain grinding of zirconia ceramics under different lubricating conditions. Ceram Intern 45:14908

    Article  Google Scholar 

  122. Duan Z et al (2021) Milling force model for aviation aluminum alloy: academic insight and perspective analysis. Chin J Mech Eng 34(1):1–35

    Article  Google Scholar 

  123. Wang Y et al (2018) Processing characteristics of vegetable oil-based nanofluid MQL for grinding different workpiece materials. Intern J Precis Eng Manuf-Green Technol 5(2):327–339

    Article  CAS  Google Scholar 

  124. Al-Nayili A et al (2022) Formic acid dehydrogenation using noble-metal nanoheterogeneous catalysts: towards sustainable hydrogen-based energy. Catalysts 12(3):324

    Article  CAS  Google Scholar 

  125. Sajjadi M et al (2022) Modified chitosan-zeolite supported Pd nanoparticles: a reusable catalyst for the synthesis of 5-substituted-1H-tetrazoles from aryl halides. Int J Biol Macromol 209:1573–1585

    Article  CAS  PubMed  Google Scholar 

  126. Orooji Y, Pakzad K, Nasrollahzadeh M (2022) Lignosulfonate valorization into a Cu-containing magnetically recyclable photocatalyst for treating wastewater pollutants in aqueous media. Chemosphere 305:135180

    Article  CAS  PubMed  Google Scholar 

  127. Zhang Y et al (2017) Analysis of grinding mechanics and improved predictive force model based on material-removal and plastic-stacking mechanisms. Int J Mach Tools Manuf 122:81–97

    Article  Google Scholar 

  128. Ameen F, Al-Homaidan AA (2022) Improving the efficiency of vermicomposting of polluted organic food wastes by adding biochar and mangrove fungi. Chemosphere 286:131945

    Article  CAS  PubMed  Google Scholar 

  129. Wu X et al (2021) Circulating purification of cutting fluid: an overview. Intern J Adv Manuf Technol 117(9):2565–2600

    Article  Google Scholar 

  130. Gao T et al (2022) Carbon fiber reinforced polymer in drilling: from damage mechanisms to suppression. Compos Struct 286:115232

    Article  CAS  Google Scholar 

  131. YANG, Y., et al.: Machinability of ultrasonic vibration assisted micro-grinding in biological bone using nanolubricant. Front Mech Eng (2022)

  132. ANZUM, R., et al.: A review on separation and detection of copper, cadmium, and chromium in food based on cloud point extraction technology. Food Sci Technol 42, (2022)

  133. Kandasamy S et al (2022) Laccase production from Bacillus aestuarii KSK using Borassus flabellifer empty fruit bunch waste as substrate and assess their malachite green dye degradation. J Appl Microbiol. https://doi.org/10.1111/jam.15670

    Article  Google Scholar 

  134. Yin, Q., et al.: Effects of physicochemical properties of different base oils on friction coefficient and surface roughness in MQL milling AISI 1045. International Journal of Precision Engineering and Manufacturing-Green Technology, 1–19, (2021)

  135. Tang L et al (2022) Biological stability of water-based cutting fluids: progress and application. Chin J Mech Eng 35(1):1–24

    Article  Google Scholar 

  136. Yang M et al (2021) Semiempirical heat flux model of hard-brittle bone material in ductile microgrinding. J Manuf Process 71:501–514

    Article  Google Scholar 

  137. Yang M et al (2019) Effect of friction coefficient on chip thickness models in ductile-regime grinding of zirconia ceramics. Intern J Adv Manuf Technol 102(5):2617–2632

    Article  Google Scholar 

  138. Anqi AE et al (2022) Effect of combined air cooling and nano enhanced phase change materials on thermal management of lithium-ion batteries. J Energ Storage 52:104906

    Article  Google Scholar 

  139. Sivaraman R et al (2022) Evaluating the potential of graphene-like boron nitride as a promising cathode for Mg-ion batteries. J Electroanal Chem 917:116413

    Article  CAS  Google Scholar 

  140. Orooji Y et al (2022) Recent advances in nanomaterial development for lithium ion-sieving technologies. Desalination 529:115624

    Article  CAS  Google Scholar 

  141. Li B et al (2017) Heat transfer performance of MQL grinding with different nanofluids for Ni-based alloys using vegetable oil. J Clean Prod 154:1–11

    Article  CAS  Google Scholar 

  142. Liu M et al (2021) Walnut fruit processing equipment: academic insights and perspectives. Food Eng Rev 13(4):822–857

    Article  CAS  Google Scholar 

  143. Bai X et al (2019) Experimental evaluation of the lubrication performances of different nanofluids for minimum quantity lubrication (MQL) in milling Ti-6Al-4V. Intern J Adv Manuf Technol 101(9):2621–2632

    Article  Google Scholar 

  144. Jasim SA et al (2022) MXene/metal and polymer nanocomposites: preparation, properties, and applications. J Alloys Comp 144:165404

    Article  Google Scholar 

  145. Aljumaily MM et al (2022) Modification of poly (vinylidene fluoride-co-hexafluoropropylene) membranes with DES-functionalized carbon nanospheres for removal of methyl orange by membrane distillation. Water 14(9):1396

    Article  CAS  Google Scholar 

  146. Salahdin OD et al (2022) Oxygen reduction reaction on metal-doped nanotubes and nanocages for fuel cells. Ionics 28(7):3409–3419

    Article  CAS  Google Scholar 

  147. Sadeghi, M., et al.: Dichlorosilane adsorption on the Al, Ga, and Zn-doped fullerenes. Mon für Chemie-Chem Mon, 1–8, (2022)

  148. Khaki N et al (2022) Sensing of acetaminophen drug using Zn-doped boron nitride nanocones: a DFT Inspection. Appl Biochem Biotechnol 6:1–11

    Google Scholar 

  149. Isacfranklin M et al (2020) Synthesis of highly active biocompatible ZrO2 nanorods using a bioextract. Ceram Intern 46(16 Part A):25915–25920

    Article  CAS  Google Scholar 

  150. Isacfranklin M et al (2020) Y2O3 nanorods for cytotoxicity evaluation. Ceram Int 46(12):20553–20557

    Article  CAS  Google Scholar 

  151. Yang M et al (2021) Predictive model of convective heat transfer coefficient in bone micro-grinding using nanofluid aerosol cooling. Int Commun Heat Mass Transf 125:105317

    Article  CAS  Google Scholar 

  152. Zhang Y et al (2015) Experimental evaluation of the lubrication performance of MoS2/CNT nanofluid for minimal quantity lubrication in Ni-based alloy grinding. Int J Mach Tools Manuf 99:19–33

    Article  Google Scholar 

  153. Gao T et al (2019) Dispersing mechanism and tribological performance of vegetable oil-based CNT nanofluids with different surfactants. Tribol Int 131:51–63

    Article  CAS  Google Scholar 

  154. Gao T et al (2020) Surface morphology assessment of CFRP transverse grinding using CNT nanofluid minimum quantity lubrication. J Clean Prod 277:123328

    Article  CAS  Google Scholar 

  155. Gao T et al (2021) Mechanics analysis and predictive force models for the single-diamond grain grinding of carbon fiber reinforced polymers using CNT nano-lubricant. J Mater Process Technol 290:116976

    Article  CAS  Google Scholar 

  156. Gao T et al (2021) Grindability of carbon fiber reinforced polymer using CNT biological lubricant. Sci Rep 11(1):1–14

    Article  Google Scholar 

  157. Xin, C., et al.: Minimum quantity lubrication machining of aeronautical materials using carbon group nanolubricant: from mechanisms to application. Chin J Aeronaut (2021)

  158. Liu K et al (2021) DeepBAN: a temporal convolution-based communication framework for dynamic WBANs. IEEE Trans Commun 69(10):6675–6690

    Article  Google Scholar 

  159. Sargazi S et al (2022) Recent trends in the mesoporous silica nanoparticles with rode-like morphology for cancer theranostics: a review. J Mol Struct 1261:132922

    Article  CAS  Google Scholar 

  160. Victor SP et al (2014) Cucurbituril/hydroxyapatite based nanoparticles for potential use in theranostic applications. Cryst Eng Comm 16(30):6929–6936

    Article  CAS  Google Scholar 

  161. Madsen M, Gothelf KV (2019) Chemistries for DNA nanotechnology. Chem Rev 119(10):6384–6458

    Article  CAS  PubMed  Google Scholar 

  162. Castillo RR, Baeza A, Vallet-Regí M (2017) Recent applications of the combination of mesoporous silica nanoparticles with nucleic acids: development of bioresponsive devices, carriers and sensors. Biomater Sci 5(3):353–377

    Article  CAS  PubMed  Google Scholar 

  163. Zhang P et al (2014) DNA-hybrid-gated multifunctional mesoporous silica nanocarriers for dual-targeted and microRNA-responsive controlled drug delivery. Angew Chem 126(9):2403–2407

    Article  Google Scholar 

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Acknowledgements

We would like to thank the Department of Biology, Faculty of Sciences, Shahid Bahonar University of Kerman, Kerman, Iran, which assisted in performing this study. The authors thank Hojatollah Khabazzadeh for helpful discussions.

Funding

This research was funded by Kerman University of Medical Sciences, Deputy for Research and Technology (Grant Number 98000180).

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Correspondence to Hadi Ravan or Shahriar Dabiri.

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Supplementary file1: Table S1.

Sequences of oligonucleotides strands. Fig. S1. Optimization of formation time of S–L hybrid structure; from left to right: 45 min, 90 min, 120 min, and 180 min, respectively (S Strand is in lane 4, L strand is in lane 3, S–L hybrid is in lane 2, and lane 1 is a ladder). Fig. S2. UV–visible absorption spectroscopy of Short strands in DMSO with M2 nanoparticles before subtraction

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Mirzaiebadizi, A., Ravan, H., Dabiri, S. et al. An intelligent DNA nanorobot for detection of MiRNAs cancer biomarkers using molecular programming to fabricate a logic-responsive hybrid nanostructure. Bioprocess Biosyst Eng 45, 1781–1797 (2022). https://doi.org/10.1007/s00449-022-02785-x

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