| Literature DB >> 34306971 |
Marco Giacometti1, Francesca Milesi2, Pietro Lorenzo Coppadoro1, Alberto Rizzo3, Federico Fagiani2, Christian Rinaldi2, Matteo Cantoni2, Daniela Petti2, Edoardo Albisetti2, Marco Sampietro1, Mariagrazia Ciardo4, Giulia Siciliano4, Pietro Alano4, Brigitte Lemen5, Joel Bombe6, Marie Thérèse Nwaha Toukam6, Paul Fernand Tina6, Maria Rita Gismondo7, Mario Corbellino8, Romualdo Grande7, Gianfranco Beniamino Fiore1, Giorgio Ferrari1, Spinello Antinori8, Riccardo Bertacco2,9.
Abstract
Malaria remains the most important mosquito-borne infectious disease worldwide, with 229 million new cases and 409.000 deaths in 2019. The infection is caused by a protozoan parasite which attacks red blood cells by feeding on hemoglobin and transforming it into hemozoin. Despite the WHO recommendation of prompt malaria diagnosis, the quality of microscopy-based diagnosis is frequently inadequate while rapid diagnostic tests based on antigens are not quantitative and still affected by non-negligible false negative/positive results. PCR-based methods are highly performant but still not widely used in endemic areas. Here, a diagnostic tool (TMek), based on the paramagnetic properties of hemozoin nanocrystals in infected red blood cells (i-RBCs), is reported on. Exploiting the competition between gravity and magnetic forces, i-RBCs in a whole blood specimen are sorted and electrically detected in a microchip. The amplitude and time evolution of the electrical signal allow for the quantification of i-RBCs (in the range 10-105 i-RBC µL-1) and the distinction of the infection stage. A preliminary validation study on 75 patients with clinical suspect of malaria shows on-field operability, without false negative and a few false positive results. These findings indicate the potential of TMek as a quantitative, stage-selective, rapid test for malaria.Entities:
Keywords: diagnostic tests; hemozoin nanocrystals; impedimetric detection; lab‐on‐chip; magnetic sorting; malaria; red blood cells
Mesh:
Year: 2021 PMID: 34306971 PMCID: PMC8292881 DOI: 10.1002/advs.202004101
Source DB: PubMed Journal: Adv Sci (Weinh) ISSN: 2198-3844 Impact factor: 16.806
Figure 1Malaria life cycle in the human body. Upon the Anopheles mosquito bite (1), sporozoites travel to the liver (2) where they infect hepatocytes and produce merozoites, till to the rupture of hepatic schizonts. Merozoites are thus delivered in the blood vessels (3) and infect red blood cells (RBCs), where the asexual reproduction takes place by subsequent stages (ring, trophozoite, schizont) till to the rupture of the cell membrane and delivery of new merozoites that infect other RBCs. Some of early stage trophozoites mature into gametocytes (4), the asexual form of Plasmodium which are taken up by the mosquito and transmit the infection, initiating the sexual reproduction within the Anopheles body.
Blood corpuscle magnetic volume susceptibility with respect to plasma
| Corpuscle | Δ |
|---|---|
| Healthy oxygenated RBC[
| −0.18 |
| Healthy RBC[
| 0.01 |
| Infected RBC (ring stage)[
| 0.82 |
| Infected RBC (late trophozoite stage)[
| 0.91 |
| Infected RBC (schizont stage)[
| 1.80 |
| Fully deoxygenated RBC[
| 3.33 |
| MetHb‐RBC (t‐RBC)[
| 3.90 |
| Infected RBC (gametocyte stage) | 200 |
| Hemozoin crystals (HC)[
| 410 |
Reported values are obtained from the references indicated. For gametocytes, the susceptibility has been estimated starting from that of HC, taking into account that in a gametocyte about half of its volume is filled by HC.[ ]
Figure 2TMek concept and operating mode. a) Sketch of TMek concept. i‐RBCs (pink) and HC (black) are captured on cylindrical Ni concentrators, while healthy RBCs (red) sediment. b) Color plot of the macroscopic ∇H 2generated by the NdFeB permanent magnets with two north poles facing each other, and sandwiching a µ‐metal foil, as a function of the distance from their surface in a section plane perpendicular to the foil. Arrows indicate the magnetic force on paramagnetic corpuscles. c) Color plot of the localized ∇H 2close to the cylindrical Ni concentrators (black rectangles), in a plane perpendicular to the chip. d) Picture of the microchip with measurement (red) and reference (blue) areas. e) Top view of the annular gold electrodes on top of magnetic concentrators. Adapted with permission.[ ] f) Differential current signal versus time at fixed applied voltage amplitude, according to our measurement protocol: i) approach of external magnets (Magnet ON) and corpuscles capture during 5 min, ii) disengagement of magnets (Magnet OFF) and corpuscles release (2 min), iii) second approach of magnets and capture (3 min), iv) disengagement of magnets and release (2 min), v) third approach of magnets and capture (3 min).
Figure 3Sample preparation and load in the reader. a) Sample preparation consisting in whole blood dilution in a heparin‐phosphate buffered saline (PBS) solution (20 000 IU L−1). b) Optical microscope image of diluted blood, with hematocrit around 4%, showing the absence of RBCs aggregation. Scalebar: 10 µm. c) Load of the diluted blood sample on the glass slide within the cartridge holding the microchip in the lid. d) Upon closure of the lid, ensuring the cell sealing and the electrical connection via spring contacts, the cartridge is inserted in the reader.
Figure 4TMek performances on synthetic samples. a) Experimental calibration curve (red dots) on blood samples from healthy blood donors with known concentrations of t‐RBCs mimicking the behavior of mature RBCs infected by Plasmodium, compared to simulations (black squares). The experimental amplitude A1 measured after 5 min of capture, according to the protocol of Figure 2f, is plotted versus the t‐RBC concentration upon subtraction of the signal measured on diluted whole blood from a healthy donor without t‐RBCs (A1WH). Inset: typical waveform for t‐RBCs. b) Same as in (a), but for a capture time of 10 min, thus allowing to achieve a lowest detectable concentration of 10 t‐RBC per µL. Inset: optical image of captured t‐RBCs on top of the electrodes. Data in panels (a) and (b) are from one or two replicates for each concentration and error bars are derived from the signal SD, as explained in the methods. c) Trajectories of t‐RBCs under the action of the macroscopic and localized field gradients from COMSOL simulations. d) Simulated current signal versus time in the same experimental conditions of (a) for 1% parasitemia. Inset: zoom of the trajectories in proximity to a concentrator.
Figure 5Experiments on infected blood samples. a–c) Optical microscopy images of stained i‐RBCs from in vitro cultivated Plasmodium falciparum parasites in the ring, late trophozoites and gametocyte stage. d–f) Waveforms measured on whole blood samples diluted (1:10) in parasite synthetic culture medium (RPMI 1640, pH 7.2) and heparin, with the same concentration of i‐RBC (about 5000 i‐RBC per µL) infected by P. falciparum at the stages corresponding to pictures in panels (a)–(c). g) Typical TMek signal measured on healthy blood donors and boxplot with the statistical analysis of A1 amplitudes from 10 healthy donors' blood samples (inset). The central mark indicates the median, and the bottom and top edges of the box indicate the 25th and 75th percentiles, respectively. h,i,j) TMek signal current versus time on blood sample from a patient affected by Plasmodium vivax, at t = 0 (admission at Sacco Hospital, parasitemia P = 1%), 24 h (P = 0.1%) and 48 h (negligible parasitemia) upon treatment with chloroquine.
Comparative performances of TMek and RDT
| Result | TMek (venous) | TMek (capillary) | RDT (SD Bioline) |
|---|---|---|---|
| True positive (n) | 46 | 8 | 45 |
| False positive (n) | 9 | 0 | 5 |
| False negative (n) | 0 | 0 | 1 |
| True negative (n) | 20 | 2 | 24 |
| Total number of tests | 75 | 10 | 75 |
| Sensitivity (% [95% CI]) | 100.0 (93.3–100.0) | 100.0 (63.0–100.0) | 97.8 (88.5–99.9) |
| Specificity (% [95% CI]) | 69.0 (49.2–84.7) | 100.0 (15.8–100.0) | 82.7 (64.2–94.1) |
| Negative predictive value (%) | 100.0 | 100 | 96.0 (77.42–99.41) |
| Positive predictive value (%) | 83.6 (74.8–89.8) | 100 | 90.0 (80.2–95.2) |
Results of TMek and of a lateral‐flow RDT (SD BIOLINE MALARIA Ag P.F/PAN, ABBOT) from the preclinical study in Cameroon. All positive patients were identified as affected by P. falciparum except one case of P. malariae and one case of P. ovale.