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Marwan Hakim

Bio: Marwan Hakim is an academic researcher from Bar-Ilan University. The author has contributed to research in topics: Pregnancy & Cancer. The author has an hindex of 16, co-authored 31 publications receiving 3456 citations. Previous affiliations of Marwan Hakim include Nazareth Hospital EMMS & Technion – Israel Institute of Technology.

Papers
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Journal ArticleDOI
TL;DR: It is shown that an array of sensors based on gold nanoparticles can rapidly distinguish the breath of lung cancer patients from the Breath of healthy individuals in an atmosphere of high humidity.
Abstract: Conventional diagnostic methods for lung cancer 1,2 are unsuitable for widespread screening 2,3 because they are expensive and occasionally miss tumours. Gas chromatography/mass spectrometry studies have shown that several volatile organic compounds, which normally appear at levels of 1–20 ppb in healthy human breath, are elevated to levels between 10 and 100 ppb in lung cancer patients 4–6 . Here we show that an array of sensors based on gold nanoparticles can rapidly distinguish the breath of lung cancer patients from the breath of healthy individuals in an atmosphere of high humidity. In combination with solidphase microextraction 7 , gas chromatography/mass spectrometry was used to identify 42 volatile organic compounds that represent lung cancer biomarkers. Four of these were used to train and optimize the sensors, demonstrating good agreement between patient and simulated breath samples. Our results show that sensors based on gold nanoparticles could form the basis of an inexpensive and non-invasive diagnostic tool for lung cancer. Lung cancer accounts for 28% of cancer-related deaths.

1,088 citations

Journal ArticleDOI
TL;DR: Biochemical Pathways Meggie Hakim,† Yoav Y. Broza,† Orna Barash,† Nir Peled,‡ Michael Phillips, Anton Amann, and Hossam Haick*,† †
Abstract: Biochemical Pathways Meggie Hakim,† Yoav Y. Broza,† Orna Barash,† Nir Peled,‡ Michael Phillips, Anton Amann, and Hossam Haick*,† †The Department of Chemical Engineering and Russell Berrie Nanotechnology Institute, TechnionIsrael Institute of Technology, Haifa 32000, Israel ‡The Thoracic Cancer Research and Detection Center, Sheba Medical Center, Tel-Aviv University, Tel-Aviv 52621, Israel Menssana Research, Inc., Fort Lee, New Jersey 07024, United States Breath Research Institute, Austrian Academy of Sciences, 6850 Dornbirn, Austria University-Clinic for Anesthesia, Innsbruck Medical University, 6020 Innsbruck, Austria

676 citations

Journal ArticleDOI
TL;DR: The results showed that the nanosensor array could differentiate between ‘healthy’ and ‘cancerous’ breath, and between the breath of patients having different cancer types, and could lead to the development of an inexpensive, easy-to-use, portable, non-invasive tool that overcomes many of the deficiencies associated with the currently available diagnostic methods for cancer.
Abstract: Tumour growth is accompanied by gene and/or protein changes that may lead to peroxidation of the cell membrane species and, hence, to the emission of volatile organic compounds (VOCs). In this study, we investigated the ability of a nanosensor array to discriminate between breath VOCs that characterise healthy states and the most widespread cancer states in the developed world: lung, breast, colorectal, and prostate cancers. Exhaled alveolar breath was collected from 177 volunteers aged 20–75 years (patients with lung, colon, breast, and prostate cancers and healthy controls). Breath from cancerous subjects was collected before any treatment. The healthy population was healthy according to subjective patient's data. The breath of volunteers was examined by a tailor-made array of cross-reactive nanosensors based on organically functionalised gold nanoparticles and gas chromatography linked to the mass spectrometry technique (GC-MS). The results showed that the nanosensor array could differentiate between ‘healthy’ and ‘cancerous’ breath, and, furthermore, between the breath of patients having different cancer types. Moreover, the nanosensor array could distinguish between the breath patterns of different cancers in the same statistical analysis, irrespective of age, gender, lifestyle, and other confounding factors. The GC-MS results showed that each cancer could have a unique pattern of VOCs, when compared with healthy states, but not when compared with other cancer types. The reported results could lead to the development of an inexpensive, easy-to-use, portable, non-invasive tool that overcomes many of the deficiencies associated with the currently available diagnostic methods for cancer.

666 citations

Journal ArticleDOI
24 Jan 2017-ACS Nano
TL;DR: An artificially intelligent nanoarray based on molecularly modified gold nanoparticles and a random network of single-walled carbon nanotubes for noninvasive diagnosis and classification of a number of diseases from exhaled breath could contribute to one of the most important criteria for successful health intervention in the modern era.
Abstract: We report on an artificially intelligent nanoarray based on molecularly modified gold nanoparticles and a random network of single-walled carbon nanotubes for noninvasive diagnosis and classification of a number of diseases from exhaled breath. The performance of this artificially intelligent nanoarray was clinically assessed on breath samples collected from 1404 subjects having one of 17 different disease conditions included in the study or having no evidence of any disease (healthy controls). Blind experiments showed that 86% accuracy could be achieved with the artificially intelligent nanoarray, allowing both detection and discrimination between the different disease conditions examined. Analysis of the artificially intelligent nanoarray also showed that each disease has its own unique breathprint, and that the presence of one disease would not screen out others. Cluster analysis showed a reasonable classification power of diseases from the same categories. The effect of confounding clinical and enviro...

370 citations

Journal ArticleDOI
TL;DR: The presented results could lead to the development of a cost-effective, fast, and reliable method for the differential diagnosis of HNC that is based on breath testing with an NA-NOSE, with a future potential as screening tool.
Abstract: Head-and-neck cancer (HNC) is the eighth most common malignancy worldwide. It is often diagnosed late due to a lack of screening methods and overall cure is achieved in <50% of patients. Head-and-neck cancer sufferers often develop a second primary tumour that can affect the entire aero-digestive tract, mostly HNC or lung cancer (LC), making lifelong follow-up necessary. Alveolar breath was collected from 87 volunteers (HNC and LC patients and healthy controls) in a cross-sectional clinical trial. The discriminative power of a tailor-made Nanoscale Artificial Nose (NA-NOSE) based on an array of five gold nanoparticle sensors was tested, using 62 breath samples. The NA-NOSE signals were analysed to detect statistically significant differences between the sub-populations using (i) principal component analysis with ANOVA and Student's t-test and (ii) support vector machines and cross-validation. The identification of NA-NOSE patterns was supported by comparative analysis of the chemical composition of the breath through gas chromatography in conjunction with mass spectrometry (GC–MS), using 40 breath samples. The NA-NOSE could clearly distinguish between (i) HNC patients and healthy controls, (ii) LC patients and healthy controls, and (iii) HNC and LC patients. The GC–MS analysis showed statistically significant differences in the chemical composition of the breath of the three groups. The presented results could lead to the development of a cost-effective, fast, and reliable method for the differential diagnosis of HNC that is based on breath testing with an NA-NOSE, with a future potential as screening tool.

193 citations


Cited by
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Journal ArticleDOI
TL;DR: These guidelines were developed jointly by the American Society of Health-System Pharmacists (ASHP), the Infectious Diseases Society of America, the Surgical Infection Society (SIS), and the Society for Healthcare Epidemiology of America (SHEA).
Abstract: These guidelines were developed jointly by the American Society of Health-System Pharmacists (ASHP), the Infectious Diseases Society of America (IDSA), the Surgical Infection Society (SIS), and the Society for Healthcare Epidemiology of America (SHEA). This work represents an update to the

1,691 citations

Journal ArticleDOI
TL;DR: The guidelines were developed jointly by the American Society of Health-System Pharmacists (ASHP), the Infectious Diseases Society of America (IDSA), the Surgical Infection Society (SIS), and the Society for Healthcare Epidemiology (SHEA) as mentioned in this paper.
Abstract: These guidelines were developed jointly by the American Society of Health-System Pharmacists (ASHP), the Infectious Diseases Society of America (IDSA), the Surgical Infection Society (SIS), and the Society for Healthcare Epidemiology of America (SHEA). This work represents an update to the

1,074 citations

Journal Article
TL;DR: Investigations compel the view that the ratio of the vital capacity to the body length, trunk length, chest circumference, surface area or weight or any combination of these measurements, is too variable to admit of any workable standard or normal value.
Abstract: These investigations and several others that have beenpublishedwithin recentyears compel us us to hold the view that the ratio of the vital capacity to the body length, trunk length, chest circumference,surfacearea or weight or any combination of thesemeasurements, is too variable to admit of any workable standardor normal value. On the other hand the vital capacity of each individual, after he had becomeaccustomedto the use of the spirometer,will be found to be subjectto but small variations as long as good health is maintained. Thereseems to beevidenceto show that a reductionin the vital capacityis ofen the first sign of a progressivedamageto the respiratorytissue.

986 citations

Journal ArticleDOI
Beatriz Pelaz1, Christoph Alexiou2, Ramon A. Alvarez-Puebla3, Frauke Alves4, Frauke Alves5, Anne M. Andrews6, Sumaira Ashraf1, Lajos P. Balogh, Laura Ballerini7, Alessandra Bestetti8, Cornelia Brendel1, Susanna Bosi9, Mónica Carril10, Warren C. W. Chan11, Chunying Chen, Xiaodong Chen12, Xiaoyuan Chen13, Zhen Cheng14, Daxiang Cui15, Jianzhong Du16, Christian Dullin5, Alberto Escudero17, Alberto Escudero1, Neus Feliu18, Mingyuan Gao, Michael D. George, Yury Gogotsi19, Arnold Grünweller1, Zhongwei Gu20, Naomi J. Halas21, Norbert Hampp1, Roland K. Hartmann1, Mark C. Hersam22, Patrick Hunziker23, Ji Jian24, Xingyu Jiang, Philipp Jungebluth25, Pranav Kadhiresan11, Kazunori Kataoka26, Ali Khademhosseini27, Jindřich Kopeček28, Nicholas A. Kotov29, Harald F. Krug30, Dong Soo Lee31, Claus-Michael Lehr32, Kam W. Leong33, Xing-Jie Liang34, Mei Ling Lim18, Luis M. Liz-Marzán10, Xiaowei Ma34, Paolo Macchiarini35, Huan Meng6, Helmuth Möhwald4, Paul Mulvaney8, Andre E. Nel6, Shuming Nie36, Peter Nordlander21, Teruo Okano, Jose Oliveira, Tai Hyun Park31, Reginald M. Penner37, Maurizio Prato9, Maurizio Prato10, Víctor F. Puntes38, Vincent M. Rotello39, Amila Samarakoon11, Raymond E. Schaak40, Youqing Shen24, Sebastian Sjöqvist18, Andre G. Skirtach4, Andre G. Skirtach41, Mahmoud Soliman1, Molly M. Stevens42, Hsing-Wen Sung43, Ben Zhong Tang44, Rainer Tietze2, Buddhisha Udugama11, J. Scott VanEpps29, Tanja Weil4, Tanja Weil45, Paul S. Weiss6, Itamar Willner46, Yuzhou Wu47, Yuzhou Wu4, Lily Yang, Zhao Yue1, Qian Zhang1, Qiang Zhang48, Xian-En Zhang, Yuliang Zhao, Xin Zhou, Wolfgang J. Parak1 
14 Mar 2017-ACS Nano
TL;DR: An overview of recent developments in nanomedicine is provided and the current challenges and upcoming opportunities for the field are highlighted and translation to the clinic is highlighted.
Abstract: The design and use of materials in the nanoscale size range for addressing medical and health-related issues continues to receive increasing interest. Research in nanomedicine spans a multitude of areas, including drug delivery, vaccine development, antibacterial, diagnosis and imaging tools, wearable devices, implants, high-throughput screening platforms, etc. using biological, nonbiological, biomimetic, or hybrid materials. Many of these developments are starting to be translated into viable clinical products. Here, we provide an overview of recent developments in nanomedicine and highlight the current challenges and upcoming opportunities for the field and translation to the clinic.

926 citations

Journal ArticleDOI
TL;DR: This review increases the understanding of tumor treatment with the promising use of nanotechnology by covering the description of selected tumors, including breast, lungs, colorectal and pancreatic tumors, and applications of relative nanocarriers in these tumors.
Abstract: Nanotechnology has recently gained increased attention for its capability to effectively diagnose and treat various tumors. Nanocarriers have been used to circumvent the problems associated with conventional antitumor drug delivery systems, including their nonspecificity, severe side effects, burst release and damaging the normal cells. Nanocarriers improve the bioavailability and therapeutic efficiency of antitumor drugs, while providing preferential accumulation at the target site. A number of nanocarriers have been developed; however, only a few of them are clinically approved for the delivery of antitumor drugs for their intended actions at the targeted sites. The present review is divided into three main parts: first part presents introduction of various nanocarriers and their relevance in the delivery of anticancer drugs, second part encompasses targeting mechanisms and surface functionalization on nanocarriers and third part covers the description of selected tumors, including breast, lungs, colorectal and pancreatic tumors, and applications of relative nanocarriers in these tumors. This review increases the understanding of tumor treatment with the promising use of nanotechnology.

841 citations