Ali Douaki

Dr. Ali Douaki

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

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

Representative Publications

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18 September 2023 in ACS Nano
Verified
Journal Article
Open access
ASAnnina Stuber
Annina Stuber
ADAli Douaki
Ali Douaki
JHJulian Hengsteler
Julian Hengsteler
DBDenis Buckingham
Denis Buckingham
DMDmitry Momotenko
Dmitry Momotenko
NNNako Nakatsuka
Nako Nakatsuka
Aptamers that undergo conformational changes upon small-molecule recognition have been shown to gate the ionic flux through nanopores by rearranging the charge density within the aptamer-occluded orifice. However, mechanistic insight into such systems where biomolecular interactions are confined in nanoscale spaces is limited. To understand the fundamental mechanisms that facilitate the detection of small-molecule analytes inside structure-switching aptamer-modified nanopores, we correlated experimental observations to theoretical models. We developed a dopamine aptamer-functionalized nanopore sensor with femtomolar detection limits and compared the sensing behavior with that of a serotonin sensor fabricated with the same methodology. When these two neurotransmitters with comparable mass and equal charge were detected, the sensors showed an opposite electronic behavior. This distinctive phenomenon was extensively studied using complementary experimental techniques such as quartz crystal microbalance with dissipation monitoring, in combination with theoretical assessment by the finite element method and molecular dynamic simulations. Taken together, our studies demonstrate that the sensing behavior of aptamer-modified nanopores in detecting specific small-molecule analytes correlates with the structure-switching mechanisms of individual aptamers. We believe that such investigations not only improve our understanding of the complex interactions occurring in confined nanoscale environments but will also drive further innovations in biomimetic nanopore technologies.

12 May 2025 in Advanced Science
Verified
Journal Article
Open access
ADAli Douaki
Ali Douaki
MAMukhtar Ahmed
Mukhtar Ahmed
ELEdoardo Longo
Edoardo Longo
GWGiulia Windisch
Giulia Windisch
RRRaheel Riaz
Raheel Riaz
PLPaolo Lugli
Paolo Lugli
In the food industry, innovative packaging solutions are increasingly important for reducing food waste and contributing to global sustainability efforts. However, current food packaging is generally passive and unable to adapt to changes in the food environment in real time. To address this, a battery‐less and autonomous smart packaging system is developed that wirelessly powers closed‐loop sensing and release of active compounds. This system integrates a gas sensor for real‐time food monitoring, a Near‐Field Communication (NFC) antenna, and a controlled release of active compounds to prevent quality deterioration in the complex food environment. The ability of the developed smart packaging system is demonstrated, to continuously monitor the freshness of fish products and to trigger the release of active compounds when the food starts to spoil. The system is able to extend the shelf‐life of the food product up to 14 days, due to the controlled release of antioxidant and antibacterial compounds. The system can pave the way toward an Internet of Things solution that addresses protection, active prevention of food spoilage, and sustainability, facing all the current challenges of the food packaging industry.

27 July 2022 in Biosensors
Verified
Journal Article
Open access
PDF file
ADAli Douaki
Ali Douaki
Denis GaroliDenis Garoli
Denis Garoli
AIAKM SARWAR INAM
AKM SARWAR INAM
MAMartina Aurora Costa Angeli
Martina Aurora Costa Angeli
GCGiuseppe Cantarella
Giuseppe Cantarella
PLPaolo Lugli
Paolo Lugli
Aptamers are chemically synthesized single-stranded DNA or RNA oligonucleotides widely used nowadays in sensors and nanoscale devices as highly sensitive biorecognition elements. With proper design, aptamers are able to bind to a specific target molecule with high selectivity. To date, the systematic evolution of ligands by exponential enrichment (SELEX) process is employed to isolate aptamers. Nevertheless, this method requires complex and time-consuming procedures. In silico methods comprising machine learning models have been recently proposed to reduce the time and cost of aptamer design. In this work, we present a new in silico approach allowing the generation of highly sensitive and selective RNA aptamers towards a specific target, here represented by ammonium dissolved in water. By using machine learning and bioinformatics tools, a rational design of aptamers is demonstrated. This “smart” SELEX method is experimentally proved by choosing the best five aptamer candidates obtained from the design process and applying them as functional elements in an electrochemical sensor to detect, as the target molecule, ammonium at different concentrations. We observed that the use of five different aptamers leads to a significant difference in the sensor’s response. This can be explained by considering the aptamers’ conformational change due to their interaction with the target molecule. We studied these conformational changes using a molecular dynamics simulation and suggested a possible explanation of the experimental observations. Finally, electrochemical measurements exposing the same sensors to different molecules were used to confirm the high selectivity of the designed aptamers. The proposed in silico SELEX approach can potentially reduce the cost and the time needed to identify the aptamers and potentially be applied to any target molecule.

2 April 2022 in Sensors
Verified
Journal Article
Open access
PDF file
AIAKM SARWAR INAM
AKM SARWAR INAM
MAMartina Aurora Costa Angeli
Martina Aurora Costa Angeli
ADAli Douaki
Ali Douaki
BSBajramshahe Shkodra
Bajramshahe Shkodra
PLPaolo Lugli
Paolo Lugli
LPLuisa Petti
Luisa Petti
In this work, we propose a novel disposable flexible and screen-printed electrochemical aptamer-based sensor (aptasensor) for the rapid detection of chlorpyrifos (CPF). To optimize the process, various characterization procedures were employed, including Fourier transform infrared spectroscopy (FT-IR), electrochemical impedance spectroscopy (EIS), and cyclic voltammetry (CV). Initially, the aptasensor was optimized in terms of electrolyte pH, aptamer concentration, and incubation time for chlorpyrifos. Under optimal conditions, the aptasensor showed a wide linear range from 1 to 105 ng/mL with a calculated limit of detection as low as 0.097 ng/mL and sensitivity of 600.9 µA/ng. Additionally, the selectivity of the aptasensor was assessed by identifying any interference from other pesticides, which were found to be negligible (with a maximum standard deviation of 0.31 mA). Further, the stability of the sample was assessed over time, where the reported device showed high stability over a period of two weeks at 4 °C. As the last step, the ability of the aptasensor to detect chlorpyrifos in actual samples was evaluated by testing it on banana and grape extracts. As a result, the device demonstrated sufficient recovery rates, which indicate that it can find application in the food industry.

2 May 2022 in Chemical Engineering Journal
Verified
Journal Article
Closed access
ADAli Douaki
Ali Douaki
TTThi Nga Tran
Thi Nga Tran
Giulia SuaratoGiulia Suarato
Giulia Suarato
LBLaura Bertolacci
Laura Bertolacci
LPLuisa Petti
Luisa Petti
AAAthanassia Athanassiou
Athanassia Athanassiou

15 June 2020 in Nanomaterials
Verified
Journal Article
Open access
PDF file
ADAli Douaki
Ali Douaki
Biresaw Demelash AberaBiresaw Demelash Abera
Biresaw Demelash Abera
GCGiuseppe Cantarella
Giuseppe Cantarella
BSBajramshahe Shkodra
Bajramshahe Shkodra
AMAsma Mushtaq
Asma Mushtaq
PLPaolo Lugli
Paolo Lugli
Furaneol is a widely used flavoring agent, which can be naturally found in different products, such as strawberries or thermally processed foods. This is why it is extremely important to detect furaneol in the food industry using ultra-sensitive, stable, and selective sensors. In this context, electrochemical biosensors are particularly attractive as they provide a cheap and reliable alternative measurement device. Carbon nanotubes (CNTs) and silver nanoparticles (AgNPs) have been extensively investigated as suitable materials to effectively increase the sensitivity of the biosensors. However, a comparison of the performance of biosensors employing CNTs and AgNPs is still missing. Herein, the effect of CNTs and AgNPs on the biosensor performance has been thoughtfully analyzed. Therefore, disposable flexible and screen printed electrochemical aptasensor modified with CNTs (CNT-ME), or AgNPs (AgNP-ME) have been developed. Under optimized conditions, CNT-MEs showed better performance compared to AgNP-ME, yielding a linear range of detection over a dynamic concentration range of 1 fM–35 μM and 2 pM–200 nM, respectively, as well as high selectivity towards furaneol. Finally, our aptasensor was tested in a real sample (strawberry) and validated with high-performance liquid chromatography (HPLC), showing that it could find an application in the food industry.