1
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Ashkarran AA, Tadjiki S, Lin Z, Hilsen K, Ghazali N, Krikor S, Sharifi S, Asgari M, Hotchkin M, Dorfman A, Ho KS, Mahmoudi M. Protein Corona Composition of Gold Nanocatalysts. ACS Pharmacol Transl Sci 2024; 7:1169-1177. [PMID: 38633595 PMCID: PMC11020068 DOI: 10.1021/acsptsci.4c00028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 04/19/2024]
Abstract
The interaction between nanoparticles (NPs) and biological environments is profoundly influenced by a stable, strongly adsorbed "hard" protein corona. This corona significantly determines the NPs' pharmacokinetics and biological destiny. Our study delves into the mechanisms by which colloidal Au nanocrystals that are synthesized electrochemically without surface-capping organic ligands, known as CNM-Au8, traverse the blood-brain barrier (BBB) and target human brain tissue for treating neurodegenerative disorders. We discovered that upon interaction with human plasma, CNM-Au8 gold nanocrystals (AuNCs) effectively attract a variety of crucial apolipoproteins, notably apolipoproteins E, to their surfaces. This interaction likely facilitates their passage through the BBB. Furthermore, the coronas of these AuNCs exhibit a substantial presence of albumin and a notable absence of opsonin-based proteins, contributing to prolonged blood circulation. These characteristics align well with the clinical performance observed for the CNM-Au8 NCs. This study highlights that AuNCs with intentionally engineered structures and surfactant-free surfaces can create a distinct protein corona composition. This finding holds significant promise for the development of advanced therapeutic agents aimed at combating neurodegenerative diseases.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Soheyl Tadjiki
- Postnova
Analytics Inc., Salt Lake City, Utah 84102, United States
| | - Zijin Lin
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Kylie Hilsen
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Noor Ghazali
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Sarah Krikor
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Shahriar Sharifi
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Meisam Asgari
- Department
of Medical Engineering, University of South
Florida, Tampa, Florida 33620, United States
| | - Michael Hotchkin
- Clene
Nanomedicine, Inc., Salt Lake City, Utah 84121, United States
| | - Adam Dorfman
- Clene
Nanomedicine, Inc., Salt Lake City, Utah 84121, United States
| | - Karen S. Ho
- Clene
Nanomedicine, Inc., Salt Lake City, Utah 84121, United States
| | - Morteza Mahmoudi
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
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2
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Ashkarran AA, Gharibi H, Modaresi SM, Sayadi M, Jafari M, Lin Z, Ritz D, Kakhniashvili D, Sun L, Landry MP, Saei AA, Mahmoudi M. Deep Plasma Proteome Profiling by Modulating Single Nanoparticle Protein Corona with Small Molecules. bioRxiv 2024:2024.03.06.582595. [PMID: 38496642 PMCID: PMC10942461 DOI: 10.1101/2024.03.06.582595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
The protein corona, a dynamic biomolecular layer that forms on nanoparticle (NP) surfaces upon exposure to biological fluids is emerging as a valuable diagnostic tool for improving plasma proteome coverage analyzed by liquid chromatography-mass spectrometry (LC-MS/MS). Here, we show that spiking small molecules, including metabolites, lipids, vitamins, and nutrients, into plasma can induce diverse protein corona patterns on otherwise identical NPs, significantly enhancing the depth of plasma proteome profiling. The protein coronas on polystyrene NPs when exposed to plasma treated with an array of small molecules (n=10) allowed for detection of 1793 proteins marking an 8.25-fold increase in the number of quantified proteins compared to plasma alone (218 proteins) and a 2.63-fold increase relative to the untreated protein corona (681 proteins). Furthermore, we discovered that adding 1000 μg/ml phosphatidylcholine could singularly increase the number of unique proteins within the protein corona (897 proteins). This specific concentration of phosphatidylcholine selectively depleted the four most abundant plasma proteins, including albumin, thus reducing concentration dynamic range of plasma proteome and boosting LC-MS/MS sensitivity for detection of proteins with lower abundance. By employing an optimized data-independent acquisition (DIA) approach, the inclusion of phosphatidylcholine led to the detection of 1436 proteins in plasma. This significant achievement is made utilizing only a single NP type and one small molecule to analyze a single plasma sample, setting a new standard in proteomic depth of the plasma sample. Given the critical role of plasma proteomics in biomarker discovery and disease monitoring, we anticipate widespread adoption of this methodology for identification and clinical translation of proteomic biomarkers into FDA approved diagnostics.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI 48824, USA
| | - Hassan Gharibi
- Division of Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | | | - Maryam Sayadi
- Department of Biomedical Engineering, Michigan State University, East Lansing, MI 48824, USA
| | - Maryam Jafari
- Division of ENT Diseases, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Zijin Lin
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI 48824, USA
| | - Danilo Ritz
- Proteomics Core Facility, Biozentrum, University of Basel, 4056 Basel, Switzerland
| | - David Kakhniashvili
- Proteomics and Metabolomics Core Facility, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Liangliang Sun
- Department of Chemistry, Michigan State University, 578 South Shaw Lane, East Lansing, MI 48824, United States
| | - Markita P. Landry
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
- Department of Neuroscience, University of California, Berkeley, Berkeley, CA, 94720, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94063, USA
| | - Amir Ata Saei
- Biozentrum, University of Basel, 4056 Basel, Switzerland
- Center for Translational Microbiome Research, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm 17165, Sweden
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI 48824, USA
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3
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Gharibi H, Ashkarran AA, Jafari M, Voke E, Landry MP, Saei AA, Mahmoudi M. A uniform data processing pipeline enables harmonized nanoparticle protein corona analysis across proteomics core facilities. Nat Commun 2024; 15:342. [PMID: 38184668 PMCID: PMC10771434 DOI: 10.1038/s41467-023-44678-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 12/20/2023] [Indexed: 01/08/2024] Open
Abstract
Protein corona, a layer of biomolecules primarily comprising proteins, forms dynamically on nanoparticles in biological fluids and is crucial for predicting nanomedicine safety and efficacy. The protein composition of the corona layer is typically analyzed using liquid chromatography-mass spectrometry (LC-MS/MS). Our recent study, involving identical samples analyzed by 17 proteomics facilities, highlighted significant data variability, with only 1.8% of proteins consistently identified across these centers. Here, we implement an aggregated database search unifying parameters such as variable modifications, enzyme specificity, number of allowed missed cleavages and a stringent 1% false discovery rate at the protein and peptide levels. Such uniform search dramatically harmonizes the proteomics data, increasing the reproducibility and the percentage of consistency-identified unique proteins across distinct cores. Specifically, out of the 717 quantified proteins, 253 (35.3%) are shared among the top 5 facilities (and 16.2% among top 11 facilities). Furthermore, we note that reduction and alkylation are important steps in protein corona sample processing and as expected, omitting these steps reduces the number of total quantified peptides by around 20%. These findings underscore the need for standardized procedures in protein corona analysis, which is vital for advancing clinical applications of nanoscale biotechnologies.
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Affiliation(s)
- Hassan Gharibi
- Division of Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA
| | - Maryam Jafari
- Division of ENT Diseases, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Elizabeth Voke
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Markita P Landry
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
- Innovative Genomics Institute, Berkeley, CA, USA
- California Institute for Quantitative Biosciences, University of California, Berkeley, Berkeley, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Amir Ata Saei
- Centre for Translational Microbiome Research, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, 17165, Sweden.
- Biozentrum, University of Basel, 4056, Basel, Switzerland.
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA.
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4
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Hajipour MJ, Safavi-Sohi R, Sharifi S, Mahmoud N, Ashkarran AA, Voke E, Serpooshan V, Ramezankhani M, Milani AS, Landry MP, Mahmoudi M. An Overview of Nanoparticle Protein Corona Literature. Small 2023; 19:e2301838. [PMID: 37119440 PMCID: PMC10552659 DOI: 10.1002/smll.202301838] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/29/2023] [Indexed: 06/19/2023]
Abstract
The protein corona forms spontaneously on nanoparticle surfaces when nanomaterials are introduced into any biological system/fluid. Reliable characterization of the protein corona is, therefore, a vital step in the development of safe and efficient diagnostic and therapeutic nanomedicine products. 2134 published manuscripts on the protein corona are reviewed and a down-selection of 470 papers spanning 2000-2021, comprising 1702 nanoparticle (NP) systems is analyzed. This analysis reveals: i) most corona studies have been conducted on metal and metal oxide nanoparticles; ii) despite their overwhelming presence in clinical practice, lipid-based NPs are underrepresented in protein corona research, iii) studies use new methods to improve reliability and reproducibility in protein corona research; iv) studies use more specific protein sources toward personalized medicine; and v) careful characterization of nanoparticles after corona formation is imperative to minimize the role of aggregation and protein contamination on corona outcomes. As nanoparticles used in biomedicine become increasingly prevalent and biochemically complex, the field of protein corona research will need to focus on developing analytical approaches and characterization techniques appropriate for each unique nanoparticle formulation. Achieving such characterization of the nano-bio interface of nanobiotechnologies will enable more seamless development and safe implementation of nanoparticles in medicine.
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Affiliation(s)
- Mohammad J Hajipour
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
- Department of Radiology, Stanford University, Stanford, CA, 94304, USA
| | - Reihaneh Safavi-Sohi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Shahriar Sharifi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Nouf Mahmoud
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Airport Rd., 11733, Amman, Jordan
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha, 2713, Qatar
| | - Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Elizabeth Voke
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, 94720, USA
| | - Vahid Serpooshan
- Wallace H. Coulter Department of Biomedical Engineering, Emory University School of Medicine and Georgia Institute of Technology, Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University, Atlanta, GA, 30322, USA
- Children's Healthcare of Atlanta, Atlanta, GA, 30322, USA
| | - Milad Ramezankhani
- School of Engineering, University of British Columbia, Kelowna, BC, V1V 1V7, Canada
| | - Abbas S Milani
- School of Engineering, University of British Columbia, Kelowna, BC, V1V 1V7, Canada
| | - Markita P Landry
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, 94720, USA
- Innovative Genomics Institute, Berkeley, CA, 94720, USA
- California Institute for Quantitative Biosciences, University of California Berkeley, Berkeley, CA, 94720, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
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5
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Pakpour S, Vojnits K, Alousi S, Khalid MF, Fowler JD, Wang Y, Tan AM, Lam MI, Zhao M, Calderon E, Luka GS, Hoorfar M, Kazemian N, Isazadeh S, Ashkarran AA, Runstadler JA, Mahmoudi M. Magnetic Levitation System Isolates and Purifies Airborne Viruses. ACS Nano 2023. [PMID: 37417775 DOI: 10.1021/acsnano.3c01677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
Detection of viable viruses in the air is critical in order to determine the level of risk associated with the airborne diffusion of viruses. Different methods have been developed for the isolation, purification, and detection of viable airborne viruses, but they require an extensive processing time and often present limitations including low physical efficiency (i.e., the amount of collected viruses), low biological efficiency (i.e., the number of viable viruses), or a combination of all. To mitigate such limitations, we have employed an efficient technique based on the magnetic levitation (Maglev) technique with a paramagnetic solution and successfully identified distinct variations in levitation and density characteristics among bacteria (Escherichia coli), phages (MS2), and human viruses (SARS-CoV-2 and influenza H1N1). Notably, the Maglev approach enabled a significant enrichment of viable airborne viruses in air samples. Furthermore, the enriched viruses obtained through Maglev exhibited high purity, rendering them suitable for direct utilization in subsequent analyses such as reverse transcription-polymerase chain reaction (RT-PCR) or colorimetric assays. The system is portable, easy to use, and cost-efficient and can potentially provide proactive surveillance data for monitoring future outbreaks of airborne infectious diseases and allow for the induction of various preventative and mitigative measures.
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Affiliation(s)
- Sepideh Pakpour
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Kinga Vojnits
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Sahar Alousi
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Muhammad Faizan Khalid
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - James D Fowler
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Yongliang Wang
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
- School of Health and Life Sciences, University of Health and Rehabilitation Sciences, Qingdao City, 130012, People's Republic of China
| | - Andrea Marie Tan
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Man In Lam
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Michael Zhao
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Enrique Calderon
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - George S Luka
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Mina Hoorfar
- Department of Mechanical Engineering, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada
| | - Negin Kazemian
- School of Engineering, University of British Columbia, Kelowna, British Columbia V1V 1V7, Canada
| | - Siavash Isazadeh
- Department of Civil and Environmental Engineering, Princeton University, Princeton, New Jersey 08544, United States
| | - Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Jonathan A Runstadler
- Department of Infectious Disease and Global Health, Tufts University, Medford, Massachusetts 02155, United States
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
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6
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Ashkarran AA, Lin Z, Rana J, Bumpers H, Sempere L, Mahmoudi M. Impact of Nanomedicine in Women's Metastatic Breast Cancer. Small 2023:e2301385. [PMID: 37269217 PMCID: PMC10693652 DOI: 10.1002/smll.202301385] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 05/16/2023] [Indexed: 06/04/2023]
Abstract
Metastatic breast cancer is responsible for 90% of mortalities among women suffering from various types of breast cancers. Traditional cancer treatments such as chemotherapy and radiation therapy can cause significant side effects and may not be effective in many cases. However, recent advances in nanomedicine have shown great promise in the treatment of metastatic breast cancer. For example, nanomedicine demonstrated robust capacity in detection of metastatic cancers at early stages (i.e., before the metastatic cells leave the initial tumor site), which gives clinicians a timely option to change their treatment process (for example, instead of endocrine therapy they may use chemotherapy). Here recent advances in nanomedicine technology in the identification and treatment of metastatic breast cancers are reviewed.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Zijin Lin
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Jatin Rana
- Division of Hematology and Oncology, Michigan State University, East Lansing, MI, 48824, USA
| | - Harvey Bumpers
- Department of Surgery, Michigan State University, East Lansing, MI, 48824, USA
| | - Lorenzo Sempere
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, 48824, USA
- Connors Center for Women's Health & Gender Biology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
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7
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Ashkarran AA, Gharibi H, Grunberger JW, Saei AA, Khurana N, Mohammadpour R, Ghandehari H, Mahmoudi M. Sex-Specific Silica Nanoparticle Protein Corona Compositions Exposed to Male and Female BALB/c Mice Plasmas. ACS Bio Med Chem Au 2023; 3:62-73. [PMID: 36820312 PMCID: PMC9936498 DOI: 10.1021/acsbiomedchemau.2c00040] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 10/21/2022] [Accepted: 10/21/2022] [Indexed: 11/09/2022]
Abstract
As various nanoparticles (NPs) are increasingly being used in nanomedicine products for more effective and less toxic therapy and diagnosis of diseases, there is a growing need to understand their biological fate in different sexes. Herein, we report a proof-of-concept result of sex-specific protein corona compositions on the surface of silica NPs as a function of their size and porosity upon incubation with plasma proteins of female and male BALB/c mice. Our results demonstrate substantial differences between male and female protein corona profiles on the surface of silica nanoparticles. By comparing protein abundances between male and female protein coronas of mesoporous silica nanoparticles and Stöber silica nanoparticles of ∼100, 50, and 100 nm in diameter, respectively, we detected 17, 4, and 4 distinct proteins, respectively, that were found at significantly different concentrations for these constructs. These initial findings demonstrate that animal sex can influence protein corona formation on silica NPs as a function of the physicochemical properties. A more thorough consideration of the role of plasma sex would enable nanomedicine community to design and develop safer and more efficient diagnostic and therapeutic nanomedicine products for both sexes.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
| | - Hassan Gharibi
- Division
of Physiological Chemistry I, Department of Medical Biochemistry and
Biophysics, Karolinska Institute, SE-17 165 Stockholm, Sweden
| | - Jason W. Grunberger
- Utah
Center for Nanomedicine, University of Utah, Salt Lake City, Utah 84112, United States
| | - Amir Ata Saei
- Division
of Physiological Chemistry I, Department of Medical Biochemistry and
Biophysics, Karolinska Institute, SE-17 165 Stockholm, Sweden
| | - Nitish Khurana
- Utah
Center for Nanomedicine, University of Utah, Salt Lake City, Utah 84112, United States
| | - Raziye Mohammadpour
- Utah
Center for Nanomedicine, University of Utah, Salt Lake City, Utah 84112, United States
| | - Hamidreza Ghandehari
- Utah
Center for Nanomedicine, University of Utah, Salt Lake City, Utah 84112, United States
- Department
of Biomedical Engineering, University of
Utah, Salt Lake City, Utah 84112, United
States
| | - Morteza Mahmoudi
- Department
of Radiology and Precision Health Program, Michigan State University, East Lansing, Michigan 48824, United States
- Mary
Horrigan Connors Center for Women’s Health and Gender Biology,
Brigham and Women’s Hospital, Harvard
Medical School, Boston, Massachusetts 02115, United States
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8
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Ashkarran AA, Gharibi H, Zeki DA, Radu I, Khalighinejad F, Keyhanian K, Abrahamsson CK, Ionete C, Saei AA, Mahmoudi M. Multi-omics analysis of magnetically levitated plasma biomolecules. Biosens Bioelectron 2023; 220:114862. [PMID: 36403493 PMCID: PMC9750732 DOI: 10.1016/j.bios.2022.114862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 10/12/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022]
Abstract
We recently discovered that superparamagnetic iron oxide nanoparticles (SPIONs) can levitate plasma biomolecules in the magnetic levitation (MagLev) system and cause formation of ellipsoidal biomolecular bands. To better understand the composition of the levitated biomolecules in various bands, we comprehensively characterized them by multi-omics analyses. To probe whether the biomolecular composition of the levitated ellipsoidal bands correlates with the health of plasma donors, we used plasma from individuals who had various types of multiple sclerosis (MS), as a model disease with significant clinical importance. Our findings reveal that, while the composition of proteins does not show much variability, there are significant differences in the lipidome and metabolome profiles of each magnetically levitated ellipsoidal band. By comparing the lipidome and metabolome compositions of various plasma samples, we found that the levitated biomolecular ellipsoidal bands do contain information on the health status of the plasma donors. More specifically, we demonstrate that there are particular lipids and metabolites in various layers of each specific plasma pattern that significantly contribute to the discrimination of different MS subtypes, i.e., relapsing-remitting MS (RRMS), secondary-progressive MS (SPMS), and primary-progressive MS (PPMS). These findings will pave the way for utilization of MagLev of biomolecules in biomarker discovery for identification of diseases and discrimination of their subtypes.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA
| | - Hassan Gharibi
- Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-17 177 Stockholm, Sweden
| | - Dalia Abou Zeki
- Department of Neurology, University of Massachusetts, Worcester, MA, USA
| | - Irina Radu
- Department of Neurology, University of Massachusetts, Worcester, MA, USA
| | | | - Kiandokht Keyhanian
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | | | - Carolina Ionete
- Department of Neurology, University of Massachusetts, Worcester, MA, USA,Corresponding authors: (CI) ; (AAS) (MM)
| | - Amir Ata Saei
- Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE-17 177 Stockholm, Sweden,Department of Cell Biology, Harvard Medical School, Boston, MA, USA,Corresponding authors: (CI) ; (AAS) (MM)
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA,Corresponding authors: (CI) ; (AAS) (MM)
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9
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Ashkarran AA, Gharibi H, Voke E, Landry MP, Saei AA, Mahmoudi M. Measurements of heterogeneity in proteomics analysis of the nanoparticle protein corona across core facilities. Nat Commun 2022; 13:6610. [PMID: 36329043 PMCID: PMC9633814 DOI: 10.1038/s41467-022-34438-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 10/25/2022] [Indexed: 11/06/2022] Open
Abstract
Robust characterization of the protein corona-the layer of proteins that spontaneously forms on the surface of nanoparticles immersed in biological fluids-is vital for prediction of the safety, biodistribution, and diagnostic/therapeutic efficacy of nanomedicines. Protein corona identity and abundance characterization is entirely dependent on liquid chromatography coupled to mass spectroscopy (LC-MS/MS), though the variability of this technique for the purpose of protein corona characterization remains poorly understood. Here we investigate the variability of LC-MS/MS workflows in analysis of identical aliquots of protein coronas by sending them to different proteomics core-facilities and analyzing the retrieved datasets. While the shared data between the cores correlate well, there is considerable heterogeneity in the data retrieved from different cores. Specifically, out of 4022 identified unique proteins, only 73 (1.8%) are shared across the core facilities providing semiquantitative analysis. These findings suggest that protein corona datasets cannot be easily compared across independent studies and more broadly compromise the interpretation of protein corona research, with implications in biomarker discovery as well as the safety and efficacy of our nanoscale biotechnologies.
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Affiliation(s)
- Ali Akbar Ashkarran
- grid.17088.360000 0001 2150 1785Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI USA
| | - Hassan Gharibi
- grid.4714.60000 0004 1937 0626Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Elizabeth Voke
- grid.47840.3f0000 0001 2181 7878Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA USA
| | - Markita P. Landry
- grid.47840.3f0000 0001 2181 7878Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA USA ,grid.510960.b0000 0004 7798 3869Innovative Genomics Institute, Berkeley, CA USA ,grid.47840.3f0000 0001 2181 7878California Institute for Quantitative Biosciences, University of California, Berkeley, Berkeley, CA USA ,grid.499295.a0000 0004 9234 0175Chan Zuckerberg Biohub, San Francisco, CA USA
| | - Amir Ata Saei
- grid.4714.60000 0004 1937 0626Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden ,grid.38142.3c000000041936754XDepartment of Cell Biology, Harvard Medical School, Boston, MA USA ,grid.6612.30000 0004 1937 0642Present Address: Biozentrum, University of Basel, 4056 Basel, Switzerland
| | - Morteza Mahmoudi
- grid.17088.360000 0001 2150 1785Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI USA
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10
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Derakhshi M, Daemi S, Shahini P, Habibzadeh A, Mostafavi E, Ashkarran AA. Two-Dimensional Nanomaterials beyond Graphene for Biomedical Applications. J Funct Biomater 2022; 13:27. [PMID: 35323227 PMCID: PMC8953174 DOI: 10.3390/jfb13010027] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 02/23/2022] [Accepted: 02/24/2022] [Indexed: 02/06/2023] Open
Abstract
Two-dimensional (2D) nanomaterials (e.g., graphene) have shown to have a high potential in future biomedical applications due to their unique physicochemical properties such as unusual electrical conductivity, high biocompatibility, large surface area, and extraordinary thermal and mechanical properties. Although the potential of graphene as the most common 2D nanomaterials in biomedical applications has been extensively investigated, the practical use of other nanoengineered 2D materials beyond graphene such as transition metal dichalcogenides (TMDs), topological insulators (TIs), phosphorene, antimonene, bismuthene, metal-organic frameworks (MOFs) and MXenes for biomedical applications have not been appreciated so far. This review highlights not only the unique opportunities of 2D nanomaterials beyond graphene in various biomedical research areas such as bioelectronics, imaging, drug delivery, tissue engineering, and regenerative medicine but also addresses the risk factors and challenges ahead from the medical perspective and clinical translation of nanoengineered 2D materials. In conclusion, the perspectives and future roadmap of nanoengineered 2D materials beyond graphene are outlined for biomedical applications.
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Affiliation(s)
- Maryam Derakhshi
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, MI 48824, USA; (M.D.); (P.S.)
| | - Sahar Daemi
- Department of Chemistry, University of California Davis, One Shields Avenue, Davis, CA 95616, USA;
| | - Pegah Shahini
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, MI 48824, USA; (M.D.); (P.S.)
| | - Afagh Habibzadeh
- Department of Chemistry, University of British Columbia, Vancouver, BC V6T 1Z1, Canada;
| | - Ebrahim Mostafavi
- Stanford Cardiovascular Institute, Stanford, CA 94305, USA;
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ali Akbar Ashkarran
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, MI 48824, USA; (M.D.); (P.S.)
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11
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Ashkarran AA, Sharifi S, Abrahamsson CK, Mahmoudi M. In situ monitoring of photo-crosslinking reaction of water-soluble bifunctional macromers using magnetic levitation. Anal Chim Acta 2022; 1195:339369. [DOI: 10.1016/j.aca.2021.339369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 12/07/2021] [Accepted: 12/08/2021] [Indexed: 11/27/2022]
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12
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Ashkarran AA, Hosseini A, Loloee R, Perry G, Lee KB, Lund M, Ejtehadi MR, Mahmoudi M. Conformation- and phosphorylation-dependent electron tunnelling across self-assembled monolayers of tau peptides. J Colloid Interface Sci 2022; 606:2038-2050. [PMID: 34749450 DOI: 10.1016/j.jcis.2021.09.185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 09/17/2021] [Accepted: 09/28/2021] [Indexed: 10/20/2022]
Abstract
We report on charge transport across self-assembled monolayers (SAMs) of short tau peptides by probing the electron tunneling rates and quantum mechanical simulation. We measured the electron tunneling rates across SAMs of carboxyl-terminated linker molecules (C6H12O2S) and short cis-tau (CT) and trans-tau (TT) peptides, supported on template-stripped gold (AuTS) bottom electrode, with Eutectic Gallium-Indium (EGaIn)(EGaIn) top electrode. Measurements of the current density across thousands of AuTS/linker/tau//Ga2O3/EGaIn single-molecule junctions show that the tunneling current across CT peptide is one order of magnitude lower than that of TT peptide. Quantum mechanical simulation demonstrated a wider energy bandgap of the CT peptide, as compared to the TT peptide, which causes a reduction in its electron tunneling current. Our findings also revealed the critical role of phosphorylation in altering the charge transport characteristics of short peptides; more specifically, we found that the presence of phosphate groups can reduce the energy band gap in tau peptides and alter their electrical properties. Our results suggest that conformational and phosphorylation of short peptides (e.g., tau) can significantly change their charge transport characteristics and energy levels.
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Affiliation(s)
- Ali Akbar Ashkarran
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, MI 48824, USA.
| | - Atiyeh Hosseini
- Division of Theoretical Chemistry, Lund University, Lund, Sweden; Institute for Nanoscience and Nanotechnology, Sharif University of Technology, Tehran, Iran
| | - Reza Loloee
- Department of Physics and Astronomy, Michigan State University, East Lansing, MI 48824, USA
| | - George Perry
- Department of Biology, The University of Texas at San Antonio, San Antonio, TX, USA
| | - Ki-Bum Lee
- Department of Chemistry and Chemical Biology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
| | - Mikael Lund
- Division of Theoretical Chemistry, Lund University, Lund, Sweden.
| | | | - Morteza Mahmoudi
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
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13
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Ashkarran AA, Swann J, Hollis L, Mahmoudi M. The File Drawer Problem in Nanomedicine. Trends Biotechnol 2021; 39:425-427. [PMID: 33568314 DOI: 10.1016/j.tibtech.2021.01.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 01/20/2021] [Accepted: 01/21/2021] [Indexed: 10/22/2022]
Abstract
The role of the 'file drawer' problem in nanomedicine, which partly drives the current limited clinical success of therapeutic nanoparticles, has been poorly investigated. We propose an integrated functioning of all stakeholders as the only effective way to address the file drawer problem in an efficient and timely manner.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA
| | - Jennifer Swann
- Department of Biological Sciences, Lehigh University, Bethlehem, PA, USA
| | - Leah Hollis
- Department of Advanced Studies, Leadership and Policy, Morgan State University, Baltimore, MD, USA
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA.
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14
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Dutagaci B, Nawrocki G, Goodluck J, Ashkarran AA, Hoogstraten CG, Lapidus LJ, Feig M. Charge-driven condensation of RNA and proteins suggests broad role of phase separation in cytoplasmic environments. eLife 2021; 10:64004. [PMID: 33496264 PMCID: PMC7877912 DOI: 10.7554/elife.64004] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/25/2021] [Indexed: 02/06/2023] Open
Abstract
Phase separation processes are increasingly being recognized as important organizing mechanisms of biological macromolecules in cellular environments. Well-established drivers of phase separation are multi-valency and intrinsic disorder. Here, we show that globular macromolecules may condense simply based on electrostatic complementarity. More specifically, phase separation of mixtures between RNA and positively charged proteins is described from a combination of multiscale computer simulations with microscopy and spectroscopy experiments. Phase diagrams were mapped out as a function of molecular concentrations in experiment and as a function of molecular size and temperature via simulations. The resulting condensates were found to retain at least some degree of internal dynamics varying as a function of the molecular composition. The results suggest a more general principle for phase separation that is based primarily on electrostatic complementarity without invoking polymer properties as in most previous studies. Simulation results furthermore suggest that such phase separation may occur widely in heterogenous cellular environment between nucleic acid and protein components.
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Affiliation(s)
- Bercem Dutagaci
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, United States
| | - Grzegorz Nawrocki
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, United States
| | - Joyce Goodluck
- Department of Physics, Michigan State University, East Lansing, United States
| | - Ali Akbar Ashkarran
- Precision Health Program and Department of Radiology, Michigan State University, East Lansing, United States
| | - Charles G Hoogstraten
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, United States
| | - Lisa J Lapidus
- Department of Physics, Michigan State University, East Lansing, United States
| | - Michael Feig
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, United States
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15
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Ashkarran AA, Mahmoudi M. Magnetic Levitation Systems for Disease Diagnostics. Trends Biotechnol 2020; 39:311-321. [PMID: 32861547 DOI: 10.1016/j.tibtech.2020.07.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 12/16/2022]
Abstract
Magnetic levitation (MagLev) is a well-documented, robust technique for density measurements and separations. Although the potential of MagLev as an emerging tool in biotechnology has been recently investigated, the practical use of MagLev in diagnosis and disease detection merits further attention. This review highlights the diagnostic capacity of a simple and portable MagLev system and the possibilities and limitations of the MagLev technique for density-based separation, classification, and manipulation of soft matter and biological systems (e.g., cells, proteins), which in turn may pave the way for the discovery of disease-specific biomarkers.
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Affiliation(s)
- Ali Akbar Ashkarran
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA
| | - Morteza Mahmoudi
- Department of Radiology and Precision Health Program, Michigan State University, East Lansing, MI, USA.
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16
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Gorji MB, Ashkarran AA, Hamidinezhad H. Multifunctional ZnO nanorods decorated with plasmonic gold nanoparticles for enhanced room temperature field emission, photo-luminescence and catalytic properties. Colloids Surf A Physicochem Eng Asp 2020. [DOI: 10.1016/j.colsurfa.2020.124532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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17
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Ashkarran AA, Olfatbakhsh T, Ramezankhani M, Crist RC, Berrettini WH, Milani AS, Pakpour S, Mahmoudi M. Evolving Magnetically Levitated Plasma Proteins Detects Opioid Use Disorder as a Model Disease. Adv Healthc Mater 2020; 9:e1901608. [PMID: 31994348 DOI: 10.1002/adhm.201901608] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/14/2020] [Indexed: 12/14/2022]
Abstract
There are several methods (e.g., enzyme-linked immunosorbent assay and liquid chromatography mass spectroscopy) that already use human plasma to detect a variety of possible diseases. However, this paper introduces the capabilities of magnetic levitation (Maglev) to detect disease (Opioid Use Disorder, used here as a model disease) by using levitation of human plasma proteins. The presented proof-of-concept findings revealed that the optical images of magnetically levitated plasma proteins carry important information about the health spectrum of plasma donors. In addition, the liquid chromatography mass spectroscopy analysis of the magnetically levitated plasma proteins demonstrated remarkable differences between the plasma of healthy individuals and patients with opioid use disorders. Overall, the presented method provides diagnostic value for disease detection using optical images of evolving magnetically levitated plasma proteins and/or proteomic information.
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Affiliation(s)
| | - Tina Olfatbakhsh
- School of EngineeringUniversity of British Columbia Kelowna V1V1V7 Canada
| | - Milad Ramezankhani
- School of EngineeringUniversity of British Columbia Kelowna V1V1V7 Canada
| | - Richard C. Crist
- Department of PsychiatryCenter for Neurobiology and BehaviorPerelman School of Medicine at the University of Pennsylvania Philadelphia PA 19104 USA
| | - Wade H. Berrettini
- Department of PsychiatryCenter for Neurobiology and BehaviorPerelman School of Medicine at the University of Pennsylvania Philadelphia PA 19104 USA
| | - Abbas S. Milani
- School of EngineeringUniversity of British Columbia Kelowna V1V1V7 Canada
| | - Sepideh Pakpour
- School of EngineeringUniversity of British Columbia Kelowna V1V1V7 Canada
| | - Morteza Mahmoudi
- Precision Health ProgramMichigan State University East Lansing MI 48824 USA
- Department of AnesthesiologyBrighham and Women's HospitalHarvard Medical School Boston MA 02115 USA
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18
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Ashkarran AA, Dararatana N, Crespy D, Caracciolo G, Mahmoudi M. Mapping the heterogeneity of protein corona by ex vivo magnetic levitation. Nanoscale 2020; 12:2374-2383. [PMID: 31960871 DOI: 10.1039/c9nr10367h] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
In the past decade, we witnessed limited success in the clinical translation of therapeutic nanoparticles (NPs). One of the main reasons for this limited success is our poor understanding of the biological identity of NPs. Herein, we report magnetic levitation (MagLev) as a complementary analytical tool to investigate the homogeneity of the created protein corona (PC) coated NPs through an ex vivo model. Our results demonstrate that the MagLev system not only has the capacity to separate corona coated NPs, but also enables us to study the homogeneity/heterogeneity of the PC. Our findings suggest that current ex vivo isolation methods cause a heterogeneous coverage of PC profiles at the surface of NPs. The MagLev technique, therefore, would be instrumental in identifying and separating fully PC coated NPs which, in turn, enables us to achieve more accurate information on protein corona composition. Ultimately, we believe that the MagLev technique can be used for the fast screening of the homogeneity of corona coated NPs before quantitative analysis of the corona profile/composition, hence definitely improving our fundamental understanding of nano-bio interfaces.
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Affiliation(s)
| | - Naruphorn Dararatana
- Precision Health Program, Michigan State University, East Lansing, MI, USA. and Department of Materials Science and Engineering, School of Molecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand
| | - Daniel Crespy
- Department of Materials Science and Engineering, School of Molecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology (VISTEC), Rayong 21210, Thailand
| | - Giulio Caracciolo
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 291, 00161, Rome, Italy
| | - Morteza Mahmoudi
- Precision Health Program, Michigan State University, East Lansing, MI, USA.
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19
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Abstract
Surprisingly, the densities of proteins in solution, which are important fundamental biophysical quantities, have not been accurately measured. The lack of such data can limit meaningful interpretation of physical and chemical features of proteins and enzymes. Here, we demonstrate a new technique using superparamagnetic iron oxide nanoparticles (SPIONs) for magnetic levitation (MagLev), which promises to more precisely measure the density of proteins in solution. As a test of our new technique, we have levitated human plasma proteins using MagLev. By using standard density glass beads for calibration, MagLev showed that the levitated plasma proteins have a measured density in solution of 1.03 ± 0.02 g/cm3, which is much lower than those reported or assumed in the past literature (i.e., ∼1.35 g/cm3). Our findings suggest that MagLev may provide useful insights into the measurement of densities for better understanding the solution properties of proteins and their interactions both with other proteins in solution and with solvating water molecules.
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Affiliation(s)
- Ali Akbar Ashkarran
- Precision Health Program , Michigan State University , East Lansing , Michigan 48824 , United States
| | - Kenneth S Suslick
- Department of Chemistry , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Morteza Mahmoudi
- Precision Health Program , Michigan State University , East Lansing , Michigan 48824 , United States
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20
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Daemi S, Moalem-Banhangi M, Ghasemi S, Ashkarran AA. An efficient platform for the electrooxidation of formaldehyde based on amorphous NiWO4 nanoparticles modified electrode for fuel cells. J Electroanal Chem (Lausanne) 2019. [DOI: 10.1016/j.jelechem.2019.113270] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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21
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Derakhshi M, Ashkarran AA, Bahari A, Bonakdar S. Synergistic effect of shape-selective silver nanostructures decorating reduced graphene oxide nanoplatelets for enhanced cytotoxicity against breast cancer. Nanotechnology 2018; 29:285102. [PMID: 29694332 DOI: 10.1088/1361-6528/aac011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Graphene-based nanomaterials contain unique physicochemical properties and have been widely investigated due to a variety of applications particularly in cancer therapy. Furthermore, Ag has been known for its extensive historical background for biomedical applications. Therefore, conjugation of shape-selective Ag nanostructures with graphene may provide new horizons for pharmaceutical applications such as cancer treatments. Here we report on the synthesis of Ag nanoparticles (NPs)/reduced graphene oxide (AgNPs/RGO) conjugate nanomaterials containing various shapes of AgNPs by a novel and simple synthesis route using the deformation of dimethylformamide (DMF) as the reducing and coupling agent. The cytotoxicity and anticancer properties of AgNPs, AgNPs/RGO conjugate nanomaterials, RGO and graphene oxide (GO) were probed against MDA-MB-231 cancer and MCF-10A normal human breast cells in vitro. The AgNPs/RGO nanocomposites exhibited a strong anticancer effect by penetration and apoptosis in cancer cells as well as the lowest influence on the viability of normal cells. It was found that cancer cell viability not only depends on the geometry of Ag nanostructures but also on the interaction between AgNPs and RGO nanoplatelets. It is suggested that AgNPs/RGO conjugate nanomaterials with various shapes of AgNPs is a promising therapeutic platform for cancer therapy.
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Affiliation(s)
- Maryam Derakhshi
- Department of Physics, Faculty of Basic Sciences, University of Mazandaran, Babolsar, Iran
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22
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Derakhshi M, Ashkarran AA, Bahari A, Bonakdar S. Shape selective silver nanostructures decorated amine-functionalized graphene: A promising antibacterial platform. Colloids Surf A Physicochem Eng Asp 2018. [DOI: 10.1016/j.colsurfa.2018.02.031] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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23
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Daemi S, Ashkarran AA, Bahari A, Ghasemi S. Gold nanocages decorated biocompatible amine functionalized graphene as an efficient dopamine sensor platform. J Colloid Interface Sci 2017; 494:290-299. [PMID: 28161500 DOI: 10.1016/j.jcis.2017.01.093] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 01/21/2017] [Accepted: 01/24/2017] [Indexed: 01/04/2023]
Abstract
Nanocomposite of gold nanocages and chemically modified graphene oxide (GNCs/CMG) was synthesized in N,N-dimethylformamide (DMF) for sensitive detection of dopamine (DA). DA is widely spread in central nervous system which can regulates essential body functions like movement and emotional behaviour. In this regard sensitive and fast detection of DA level in human body is still challenging considering its interference with other biomolecules in biological samples. CMG was synthesized through amine modification of graphene oxide (GO) with DMF at relatively high temperature followed by attachment of GNCs, fabricated using a galvanic replacement between silver nanocubes and HAuCl4 solution in the DMF. X-ray diffraction (XRD) pattern of GNCs/CMG nanocomposite revealed high crystallization of GNCs attached to the graphene nanosheets and microscopic images revealed relatively uniform decoration of GNCs on the surface of CMG. Nanocomposite modified glassy carbon electrode (GNCs/CMG/GCE) was used to investigate the electrochemical behaviour of DA with cyclic voltammetry and amperometry techniques. The linear range for dopamine was between 0.1 and 80μM with a low detection limit of 0.02μM. Furthermore, GNCs/CMG/GCE exhibited satisfying reproducibility, long-term stability and high selectivity for DA detection in large amount of ascorbic acid with good results for determination in human serum samples.
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Affiliation(s)
- Sahar Daemi
- Department of Physics, Faculty of Basic Sciences, University of Mazandaran, Babolsar, Iran
| | - Ali Akbar Ashkarran
- Department of Physics, Faculty of Basic Sciences, University of Mazandaran, Babolsar, Iran.
| | - Ali Bahari
- Department of Physics, Faculty of Basic Sciences, University of Mazandaran, Babolsar, Iran
| | - Shahram Ghasemi
- Faculty of Chemistry, University of Mazandaran, Babolsar, Iran
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24
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25
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Behzadi S, Ghasemi F, Ghalkhani M, Ashkarran AA, Akbari SM, Pakpour S, Hormozi-Nezhad MR, Jamshidi Z, Mirsadeghi S, Dinarvand R, Atyabi F, Mahmoudi M. Determination of nanoparticles using UV-Vis spectra. Nanoscale 2015; 7:5134-9. [PMID: 25719813 DOI: 10.1039/c4nr00580e] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Nanoparticles (NPs) are increasingly being used in different branches of science and in industrial applications; however, their rapid detection and characterization at low concentration levels have remained a challenge; more specifically, there is no single technique that can characterize the physicochemical properties of NPs (e.g. composition and size). In this work we have developed a colorimetric sensor array for defining the physicochemical properties of NPs in aqueous solution with ultra-low concentrations (e.g. 10(-7) g ml(-1) for gold NPs). Various NPs were readily identified using a standard chemometric approach (i.e. hierarchical clustering analysis), with no misclassifications over 400 trials.
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Affiliation(s)
- Shahed Behzadi
- Max Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany
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26
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Hosseinian A, Rahimipour HR, Haddadi H, Ashkarran AA, Mahjoub AR. Thermolysis preparation of ZnS nanoparticles from a nano-structure bithiazole zinc(II) coordination compound. J Mol Struct 2014. [DOI: 10.1016/j.molstruc.2014.04.071] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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27
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Ashkarran AA, Bayat A. Surface plasmon resonance of metal nanostructures as a complementary technique for microscopic size measurement. Int Nano Lett 2013. [DOI: 10.1186/2228-5326-3-50] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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28
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Mao HY, Laurent S, Chen W, Akhavan O, Imani M, Ashkarran AA, Mahmoudi M. Graphene: Promises, Facts, Opportunities, and Challenges in Nanomedicine. Chem Rev 2013; 113:3407-24. [DOI: 10.1021/cr300335p] [Citation(s) in RCA: 567] [Impact Index Per Article: 51.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Hong Ying Mao
- Department of Chemistry, National University of Singapore, 3 Science Drive 3,
Singapore 117543, Singapore
| | - Sophie Laurent
- Department of General, Organic,
and Biomedical Chemistry, NMR and Molecular Imaging Laboratory, University of Mons, Avenue Maistriau, 19, B-7000 Mons,
Belgium
| | - Wei Chen
- Department of Chemistry, National University of Singapore, 3 Science Drive 3,
Singapore 117543, Singapore
- Department of Physics, National University of Singapore, 2 Science Drive 3,
Singapore 117542, Singapore
| | - Omid Akhavan
- Department
of Physics, Sharif University of Technology, P.O. Box 11155-9161,
Tehran, Iran
- Institute
for Nanoscience and
Nanotechnology, Sharif University of Technology, P.O. Box 14588-89694, Tehran, Iran
| | - Mohammad Imani
- Novel Drug Delivery Systems
Department, Iran Polymer and Petrochemical Institute, Tehran, Iran
| | - Ali Akbar Ashkarran
- Department
of Physics, Faculty
of Basic Sciences, University of Mazandaran, Babolsar, Iran
| | - Morteza Mahmoudi
- Nanotechnology
Research Center,
Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
- Department
of Nanotechnology,
Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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29
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30
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Ashkarran AA, Estakhri S, Nezhad MRH, Eshghi S. Controlling the Geometry of Silver Nanostructures for Biological Applications. ACTA ACUST UNITED AC 2013. [DOI: 10.1016/j.phpro.2012.12.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Hajipour MJ, Fromm KM, Ashkarran AA, Aberasturi DJD, Larramendi IRD, Rojo T, Serpooshan V, Parak WJ, Mahmoudi M. Erratum: Antibacterial properties of nanoparticles. Trends Biotechnol 2013. [DOI: 10.1016/j.tibtech.2012.10.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Ashkarran AA, Ghavami M, Aghaverdi H, Stroeve P, Mahmoudi M. Bacterial Effects and Protein Corona Evaluations: Crucial Ignored Factors in the Prediction of Bio-Efficacy of Various Forms of Silver Nanoparticles. Chem Res Toxicol 2012; 25:1231-42. [DOI: 10.1021/tx300083s] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Ali Akbar Ashkarran
- Plasma Physics Research
Center,
Science and Research Branch, Islamic Azad University, P.O. Box 14665-678, Tehran, Iran
| | - Mahdi Ghavami
- Laboratory of NanoBio-Interactions
(www.biospion.com), Department of Nanotechnology, Faculty of Pharmacy, Tehran University of Medical Sciences,
Tehran, Iran
| | - Hossein Aghaverdi
- Laboratory of NanoBio-Interactions
(www.biospion.com), Department of Nanotechnology, Faculty of Pharmacy, Tehran University of Medical Sciences,
Tehran, Iran
| | - Pieter Stroeve
- Department of
Chemical Engineering
and Materials Science, University of California, Davis, California 95616, United States
| | - Morteza Mahmoudi
- Laboratory of NanoBio-Interactions
(www.biospion.com), Department of Nanotechnology, Faculty of Pharmacy, Tehran University of Medical Sciences,
Tehran, Iran
- Nanotechnology Research Center,
Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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Ashkarran AA, Aghigh SM, Afshar SAA, Kavianipour M, Ghoranneviss M. Synthesis and Characterization of ZrO2 Nanoparticles by an Arc Discharge Method in Water. ACTA ACUST UNITED AC 2011. [DOI: 10.1080/15533174.2011.568423] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Ali Akbar Ashkarran
- a Plasma Physics Research Center, Science and Research Branch, Islamic Azad University , Tehran, Iran
| | - Seyed Mahyad Aghigh
- a Plasma Physics Research Center, Science and Research Branch, Islamic Azad University , Tehran, Iran
| | | | - Mona Kavianipour
- a Plasma Physics Research Center, Science and Research Branch, Islamic Azad University , Tehran, Iran
| | - Mahmoud Ghoranneviss
- a Plasma Physics Research Center, Science and Research Branch, Islamic Azad University , Tehran, Iran
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Ashkarran AA, Iraji Zad A, Ahadian MM, Mahdavi Ardakani SA. Synthesis and photocatalytic activity of WO(3) nanoparticles prepared by the arc discharge method in deionized water. Nanotechnology 2008; 19:195709. [PMID: 21825727 DOI: 10.1088/0957-4484/19/19/195709] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
In this paper, we discuss the synthesis and characterization of tungsten trioxide nanoparticles prepared by the arc discharge method in deionized (DI) water. The size and morphology of WO(3) nanoparticles prepared using different arc currents (25, 35 and 45 A) were studied. Dynamic light scattering (DLS) and scanning electron microscopy (SEM) results indicate that at an arc current of 25 A, the size of the particles is about 30 nm, and this increases to 64 nm by increasing the arc current. This size increase caused a decrease of optical band gap from 2.9 to 2.6 eV. X-ray diffraction (XRD) and x-ray photoelectron spectroscopy (XPS) spectra demonstrate the formation of the WO(3) phase. Photodegradation of Rhodamine B shows that samples prepared at the lowest current have more photocatalytic activity due to having the smallest particle size and highest surface area. The results demonstrate the ability of the arc discharge method for direct formation of WO(3) nanoparticles in DI water medium.
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Affiliation(s)
- A A Ashkarran
- Institute for Nanoscience and Nanotechnology (INST), Sharif University of Technology, Azadi Avenue, PO Box: 11155-8639, Tehran, Iran
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