PMID- 28335194 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20231112 IS - 2079-4991 (Print) IS - 2079-4991 (Electronic) IS - 2079-4991 (Linking) VI - 6 IP - 4 DP - 2016 Apr 11 TI - Automatic Echographic Detection of Halloysite Clay Nanotubes in a Low Concentration Range. LID - 10.3390/nano6040066 [doi] LID - 66 AB - Aim of this work was to investigate the automatic echographic detection of an experimental drug delivery agent, halloysite clay nanotubes (HNTs), by employing an innovative method based on advanced spectral analysis of the corresponding "raw" radiofrequency backscatter signals. Different HNT concentrations in a low range (5.5-66 x 10(10) part/mL, equivalent to 0.25-3.00 mg/mL) were dispersed in custom-designed tissue-mimicking phantoms and imaged through a clinically-available echographic device at a conventional ultrasound diagnostic frequency (10 MHz). The most effective response (sensitivity = 60%, specificity = 95%), was found at a concentration of 33 x 10(10) part/mL (1.5 mg/mL), representing a kind of best compromise between the need of enough particles to introduce detectable spectral modifications in the backscattered signal and the necessity to avoid the losses of spectral peculiarity associated to higher HNT concentrations. Based on theoretical considerations and quantitative comparisons with literature-available results, this concentration could also represent an optimal concentration level for the automatic echographic detection of different solid nanoparticles when employing a similar ultrasound frequency. Future dedicated studies will assess the actual clinical usefulness of the proposed approach and the potential of HNTs for effective theranostic applications. FAU - Conversano, Francesco AU - Conversano F AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. conversano@ifc.cnr.it. FAU - Pisani, Paola AU - Pisani P AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. pisanip@ifc.cnr.it. FAU - Casciaro, Ernesto AU - Casciaro E AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. ernesto.casciaro@ifc.cnr.it. FAU - Di Paola, Marco AU - Di Paola M AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. m.dipaola@ifc.cnr.it. FAU - Leporatti, Stefano AU - Leporatti S AD - National Research Council, Institute of Nanotechnology, Lecce 73100, Italy. stefano.leporatti@nanotec.cnr.it. FAU - Franchini, Roberto AU - Franchini R AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. rfranchini@ifc.cnr.it. FAU - Quarta, Alessandra AU - Quarta A AD - National Research Council, Institute of Nanotechnology, Lecce 73100, Italy. alessandra.quarta@nanotec.cnr.it. FAU - Gigli, Giuseppe AU - Gigli G AD - National Research Council, Institute of Nanotechnology, Lecce 73100, Italy. giuseppe.gigli@nanotec.cnr.it. FAU - Casciaro, Sergio AU - Casciaro S AD - National Research Council, Institute of Clinical Physiology, Lecce 73100, Italy. sergio.casciaro@cnr.it. LA - eng PT - Journal Article DEP - 20160411 PL - Switzerland TA - Nanomaterials (Basel) JT - Nanomaterials (Basel, Switzerland) JID - 101610216 PMC - PMC5302578 OTO - NOTNLM OT - automatic nanoparticle detection OT - automatic tissue typing OT - cell targeting OT - halloysite clay nanotubes OT - nanoimaging OT - ultrasound contrast agents COIS- The authors declare no conflict of interest. EDAT- 2016/01/01 00:00 MHDA- 2016/01/01 00:01 PMCR- 2016/04/11 CRDT- 2017/03/25 06:00 PHST- 2016/03/06 00:00 [received] PHST- 2016/04/01 00:00 [revised] PHST- 2016/04/05 00:00 [accepted] PHST- 2017/03/25 06:00 [entrez] PHST- 2016/01/01 00:00 [pubmed] PHST- 2016/01/01 00:01 [medline] PHST- 2016/04/11 00:00 [pmc-release] AID - nano6040066 [pii] AID - nanomaterials-06-00066 [pii] AID - 10.3390/nano6040066 [doi] PST - epublish SO - Nanomaterials (Basel). 2016 Apr 11;6(4):66. doi: 10.3390/nano6040066.