Abstract
Current and likely future changes in the geographic distribution of ticks belonging to the genus Hyalomma are of concern, as these ticks are believed to be vectors of many pathogens responsible for human and animal diseases. However, we have observed that for many pathogens there are no vector competence experiments, and that the level of evidence provided by the scientific literature is often not sufficient to validate the transmission of a specific pathogen by a specific Hyalomma species. We therefore carried out a bibliographical study to collate the validation evidence for the transmission of parasitic, viral, or bacterial pathogens by Hyalomma spp. ticks. Our results show that there are very few validated cases of pathogen transmission by Hyalomma tick species.
Keywords: ticks, Hyalomma sp., tick-borne pathogens, vectorial competence
In addition to their direct impact as ectoparasites, ticks are of greater importance as vectors of pathogens to animals and are the second most important group of pathogen vectors affecting humans after mosquitoes, mainly due to their transmission of Borrelia burgdorferi sensu lato [1]. In addition, these arthropods are capable of transmitting the largest variety of pathogens including bacteria, parasites (protozoa, helminths), and viruses. However, like all biological vectors, ticks are not simple “syringes”, as is often believed. Each species, or even each tick population, has a vector competence corresponding to its intrinsic ability to acquire the pathogen by feeding on an infected host, allowing the multiplication/development of this agent and its retransmission to a new host during a new blood meal [2]. To this vector competence is added the set of factors that may influence transmission, thus defining the vector capacity—that is, the ability of a vector to transmit a pathogen at a given time and in a defined region, according to extrinsic conditions such as humidity, temperature, but also vector abundance, trophic preferences, etc. [3].
Ticks acquire pathogens during a blood meal taken on infected vertebrate hosts. Several routes of pathogen transmission to vertebrate hosts are then possible on the occasion of a new blood meal via a deposit on the skin of the host and penetration via the bite wound (via feces, by crushing or via coxal fluid excretion), or via the injection of saliva that accompanies the blood meal and represents the predominant route of pathogen transmission for ticks [4]. In addition, within the tick population, a pathogen may persist from one life stage to the next via transstadial transmission (essential for tick-borne transmission by hard ticks that take only one blood meal per life stage), from the female to its offspring via transovarial transmission, from male to female ticks during copulation via sexual transmission, or from an infected tick to a non-infected one via co-feeding when ticks feed adjacent to each other on the same host [2,5].
The unique detection of pathogenic DNA in a tick collected in the environment or on a vertebrate host does not prove vector competence, but only indicates the fact that the tick took a blood meal on an infected animal. Although such DNA detection in unfed hard ticks is more indicative than detection in engorged ones—as, considering that ixodid ticks feed only once per life stage, it suggests transstadial persistence—it should be noted that this does not imply the viability of the concerned pathogen. In fact, the persistence of DNA during the molting process is possible, as detection has been reported of some vertebrate DNA dating back to a blood meal taken by the previous life stage [6]. Furthermore, the DNA of pathogens that are not transmitted by the tick species concerned is often detected simply as a result of feeding on hosts that harbor such pathogens [7]. The detection of mRNA, a priori reflecting the presence of a living organism, presents an additional but still insufficient level of evidence of vectorial transmission. Additionally, the detection of a given pathogen in both ticks and samples from tick-infested vertebrate hosts collected in the same area, the co-occurrence with already known tick-borne pathogens, or a documented infection following a tick bite, can all represent indirect significant evidence of a given pathogen transmission. The demonstration of transstadial and/or transovarial persistence, which validates the existence of a development of the pathogen in ticks, is a strong indication in favor of biological vector transmission. However, conclusive evidence of vector competence for a given pathogen can only be provided by the demonstration of the ability of a tick species to acquire a pathogen on an infected host, to allow its development, and to transmit it to a new host. Unfortunately, very few vector competence experiments have been conducted due to the difficulties encountered in carrying out complete transmission cycles under experimental conditions. Indeed, it requires having pathogen-free tick colonies, vertebrate hosts suitable for both tick engorgement and pathogen replication (or to have effective artificial tick feeding methods combined with optimal cultivation methods of the pathogen), and can require high biosecurity levels depending on the pathogen concerned [8,9].
Ticks from the Hyalomma genus are considered to be expanding from some parts of their range, as reported for the invasion of H. marginatum into Europe since the late 20th century [10,11]. This is of concern, as these ticks are vectors of many pathogens responsible for human and animal diseases [12] and because there are few measures to control them, in particular during their off-host development [13]. Like other hard ticks, Hyalomma species take one blood meal per life stage before molting (larva and nymph) or, after fertilization, laying eggs (female). The majority of Hyalomma spp. ticks have a three-host cycle (each of the three life stages must find a new host on which to take a blood meal). However, some are diphasic, such as those of the marginatum group (larvae and nymphs taking their blood meals on the same host), and one species, Hyalomma scupense, is monophasic (all three life stages remain on the same host). Hyalomma ticks feed on domestic or wild vertebrate hosts, with some species such as H. marginatum or H. rufipes utilizing a large variety of hosts, which favors pathogen spillover. Humans, by entering the ecosystem of these hosts, can become accidental hosts of ticks, and thus, become exposed to pathogens [14]. The genus Hyalomma includes the most xerophilous species among all ticks and may be favored under future climate change [15].
Numerous pathogens—parasitic, viral, or bacterial—have been reported in the scientific literature as transmitted or potentially transmitted by ticks of the genus Hyalomma. The synthesis of these studies, with an attributed level of evidence of vectorial transmission, is reported in Table 1. The level of evidence ranges from a simple detection of pathogen DNA or RNA in ticks collected from vertebrate hosts to a formal demonstration of experimental transmission from an infected vertebrate host to a new naïve one, coupled with appropriate epidemiological data. To build this table, we considered the 27 Hyalomma species described by Guglielmone et al. in 2010 [16]. Species for which no evidence of a potential vector role has been reported to date have not been included, namely Hyalomma albiparmatum, Hyalomma arabica, Hyalomma brevipunctatum, Hyalomma glabrum, Hyalomma hystricis, Hyalomma nitidum, Hyalomma punt, Hyalomma rhipicephaloides, Hyalomma franchinii, and Hyalomma kumari. Our literature review includes the names of Hyalomma species that have been used for several past decades but have since been abandoned in favor of the currently used names, namely Hyalomma plumbeum (now H. marginatum) and Hyalomma detritum (now H. scupense). Note that the data identified for Hyalomma savignyi, now reclassified as H. lusitanicum, are not considered here, since H. savignyi is now considered to include several subspecies. Hyalomma savignyi data could therefore also apply to H. lusitanicum, as well as to H. anatolicum, H. impeltatum, H. impressum, H. marginatum, or H. truncatum. For bibliographic research, a narrative review was performed using the terms “Hyalomma” and “[pathogen sought]” (all microorganisms whose transmission by ticks has been reported in the scientific literature with de facto exclusion of symbionts) with the Boolean operator “AND” in the PubMed and Scopus databases without date restriction. The literature search was conducted in English. We retained peer-reviewed research articles and reviews (not including conference proceedings) and book sections. Screening was conducted first on titles, then on abstracts, and finally on the full text when available. After reading the entire articles, the ones that were eliminated corresponded to those that did not have available data or no original data. The number of references found in each of the two databases is shown in Table 1. All references concerning experimental validation and the epidemiological arguments for transmission are mentioned in the table, but the list concerning DNA/RNA detection is not exhaustive.
Table 1.
Tick Species | Number of References in PubMed/Scopus | Pathogen Transmitted/Suspected to Be Transmitted | Detection of DNA/RNA/Antigen/Pathogen in Ticks | Epidemiological Arguments of Possible Transmission * | Experimental Validation of Transmission ** | References |
---|---|---|---|---|---|---|
H. aegyptium | 96/110 | CCHFv | RNA | yes | 0 | [17] |
Coxiella burnetii | DNA | no | 2, 4 | [18,19] | ||
Borrelia turcica Borrelia spp. |
DNA and RNA | no | 2 | [20,21,22,23,24,25] | ||
Bartonella bovis | DNA | no | 0 | [26] | ||
Ehrlichia canis Ehrlichia spp. |
DNA | yes | 0 | [18,25,26,27] | ||
Anaplasma phagocytophilum | DNA | yes | 0 | [18] | ||
Rickettsia africae | DNA | no | 0 | [28] | ||
Rickettsia aeschlimannii | DNA | yes | 0 | [26,29,30] | ||
Rickettsia sibirica mongolitimonae | DNA | no | 0 | [30,31] | ||
Rickettsia slovaca | DNA | no | 0 | [30] | ||
Meram virus | RNA | no | 0 | [32] | ||
Tamdy virus | RNA | no | 0 | [32] | ||
H. anatolicum | 381/546 | Babesia caballi | DNA | no | 0 | [33] |
Theileria equi | DNA, pathogen | yes | 2, 4 | [33,34,35,36,37] | ||
Babesia occultans | DNA | no | 0 | [38,39,40] | ||
Babesia bovis | DNA | no | 0 | [38,39,40,41] | ||
Theileria annulata | DNA, pathogen | yes | 2, 4 | [35,39,41,42,43,44,45,46,47,48,49,50,51] | ||
Theileria lestoquardi | DNA | yes | 2, 4 | [35,44,49,52,53,54,55,56] | ||
Theileria ovis | DNA | yes | 2, 4 | [33,35,38,40,57,58] | ||
Babesia ovis | DNA | no | 0 | [55] | ||
CCHFv | RNA, antigen, viral particle | uncertain | 1 | [59,60,61,62,63,64,65] | ||
Alphavirus | RNA | no | 0 | [66] | ||
Zahedan Rhabdovirus | RNA | no | 0 | [67] | ||
Tick Borne Encephalitis virus | no | no | 5 | [68] | ||
Kadam virus | RNA | no | 0 | [66] | ||
Karshi virus | no | no | 0, 1 | [69] | ||
Karyana virus | RNA, virus isolation | yes | 0 | [70] | ||
Kundal virus | RNA, virus isolation | yes | 0 | [70] | ||
Sindbis virus | RNA | no | 0 | [71] | ||
Coxiella burnetii | DNA | no | 0 | [72,73,74] | ||
Bartonella spp. | DNA | no | 0 | [38] | ||
Borrelia spp. | DNA | no | 0 | [38] | ||
Anaplasma marginale, Anaplasma phagocytophilum, Anaplasma ovis, Anaplasma centrale, Ehrlichia spp., Rickettsia massiliae, Rickettsia spp., | DNA | no | 0 | [38,41,75] | ||
H. asiaticum | 145/192 | Theileria annulata | DNA | no | 0 | [76,77,78] |
Babesia occultans | DNA | no | 0 | [79] | ||
Babesia caballi | DNA | no | 0 | [80,81] | ||
Theileria equi | DNA | no | 0 | [80] | ||
CCHFv | RNA, viral particles | yes | 1 | [65,82,83,84,85] | ||
Chim virus | RNA | no | 0 | [86] | ||
Syr-Darya valley fever virus | RNA | no | 0 | [86] | ||
Karshi virus | RNA | no | 0, 1 | [69,87,88] | ||
Tamdy virus | Virus isolation | yes | 0 | [89,90,91,92] | ||
Coxiella burnetii | DNA | no | 2 | [74,93,94,95] | ||
Rickettsia siberica | DNA | no | 0 | [96] | ||
Borrelia burgdorferi s.l. | RNA | no | 0 | [97] | ||
Rickettsia sibirica mongolitimonae | isolation | yes | 0 | [98] | ||
H. dromedarii | 232/344 | Theileria equi | DNA, pathogen in ticks | no | 1, 2, 4 | [99,100,101,102] |
Theileria camelensis | Pathogen in ticks | yes | 1, 2, 4 | [103,104,105] | ||
Theileria annulata | DNA | yes | 2, 4 | [48,106,107,108,109,110,111,112] | ||
Theileria ovis | DNA | no | 0 | [40] | ||
Babesia caballi | DNA | no | 0 | [101] | ||
Babesia occultans | DNA | no | 0 | [101] | ||
CCHFv | RNA, antigen, viral particles | yes | 1, 2, 4 | [64,113,114] | ||
Alphavirus | RNA | no | 0 | [66] | ||
Chick Ross virus | RNA | no | 0 | [66] | ||
Dera Ghazi Khan virus | RNA | no | 0 | [115] | ||
Dhori virus | RNA | no | 0 | [116] | ||
Kadam virus | RNA | no | 0 | [66,117] | ||
African horse sickness virus | no | no | 2, 4 | [118] | ||
Quaranfil virus | RNA | no | 0 | [119] | ||
Sindbis virus | RNA | no | 0 | [66] | ||
Coxiella burnetii | DNA | no | 0 | [101,120,121,122,123,124] | ||
Francisella persica | DNA | no | 0 | [125] | ||
Rickettsia aeschlimannii | DNA | no | 0 | [121,126,127] | ||
Rickettsia africae | DNA | no | 0 | [128] | ||
Anaplasma spp./Ehrlichia spp. | DNA | no | 0 | [101] | ||
Bartonella bovis et Bartonella rochalimae | DNA | no | 0 | [129] | ||
H. excavatum | 149/211 | Theileria equi | DNA, pathogen | no | 2, 4 | [34,130,131] |
Babesia bigemina | DNA | no | 0 | [41] | ||
Babesia bovis | DNA | no | 0 | [132] | ||
Babesia occultans | DNA | no | 3 | [30,132] | ||
Theileria annulata | DNA | uncertain | 2, 4 | [31,41,51,76,78,132,133,134] | ||
Theileria capreoli | DNA | no | 0 | [31] | ||
Theileria ovis | DNA | no | 0 | [40,135] | ||
Borrelia spp. | DNA | no | 0 | [136] | ||
Coxiella burnetii | DNA | no | 0 | [121,124,137,138,139] | ||
Rickettsia africae | DNA | no | 0 | [140] | ||
Rickettsia aeschlimannii | DNA | no | 0 | [140] | ||
Anaplasma marginale | DNA | yes | 4 | [141] | ||
Anaplasma centrale | DNA | yes | 0 | [141] | ||
Ehrlichia ruminantium | DNA | no | 0 | [41] | ||
Rickettsia sibirica mongolotimonae | DNA | no | 0 | [142] | ||
CCHFv | RNA, antigen | uncertain | 0 | [59,61,143] | ||
H. hussaini | 4/7 | Coxiella burnetii | DNA | no | 0 | [144] |
Rickettsia massiliae, Rickettsia spp. | DNA | no | 0 | [38] | ||
H. impeltatum | 62/88 | Theileria annulata | DNA | no | 2, 4 | [41,108,112,145] |
Theileria lestoquardi (Theileria hirci) | no | uncertain | 0 | [146] | ||
Theileria ovis | DNA | no | 0 | [35] | ||
Babesia occultans | DNA | no | 0 | [101] | ||
Babesia bigemina | DNA | no | 0 | [41] | ||
Babesia bovis | DNA | no | 0 | [41] | ||
Babesia pecorum | DNA | no | 0 | [35] | ||
CCHFv | RNA, antigen virus isolation | yes | 1, 2, 4 cofeeding |
[61,113,147,148,149] | ||
Coxiella burnetii | DNA | no | 0 | [123,124] | ||
Alphavirus | RNA | no | 0 | [66] | ||
Dhori virus | RNA | no | 0 | [66] | ||
Sindbis virus | RNA | no | 0 | [66] | ||
Rickettsia africae | DNA | no | 0 | [140] | ||
Rickettsia aeschlimannii | DNA | no | 0 | [121,150,151] | ||
H. impressum | 10/17 | CCHFv | antigen | uncertain | 0 | [64] |
Theileria annulata | DNA | no | 0 | [108] | ||
Anaplasma/Ehrlichia spp. | DNA | no | 0 | [101] | ||
Rickettsia africae | DNA | no | 0 | [152] | ||
H. isaaci | 5/5 | Kyasanur forest virus | RNA | - | 2, 4 | [153] |
H. lusitanicum | 68/83 | Theileria equi | pathogen | no | 1, 2, 4 | [99,100] |
Babesia pecorum | No | yes | 0 | [154] | ||
Theileria annulata | No | yes | 4 | [107,155,156] | ||
CCHFv | RNA, antigen | yes | 0 | [157,158] | ||
Anaplasma phagocytophilum | DNA | no | 0 | [159] | ||
Borrelia burgdorferi | DNA | no | 0 | [160] | ||
Borrelia lusitaniae | DNA | no | 0 | [161] | ||
Coxiella burnetii | DNA | no | 0 | [162,163,164,165] | ||
H. marginatum | 451/620 | Theileria equi | DNA | yes | 0 | [130,131,166,167] |
Theileria annulata | DNA | yes | 2 | [41,51,111] | ||
Theileria sergenti/orientalis/buffeli | DNA | no | 0 | [159,166,168] | ||
Theileria ovis | DNA | no | 0 | [40,49,169] | ||
Theileria lestoquardi | DNA | no | 0 | [170] | ||
Babesia ovis | DNA, pathogen in ticks | no | 1 | [55,171] | ||
Babesia caballi | DNA | yes | 0 | [130,131,169,172] | ||
Babesia bigemina | DNA | no | 0 | [41,167] | ||
Babesia bovis | DNA | no | 0 | [41,167] | ||
Babesia occultans | DNA | yes | 2, 3 | [30,31,130,134,136,166,173,174,175,176] | ||
Babesia microti | DNA | no | 0 | [174] | ||
Babesia sp. Tavsan1 | DNA | no | 0 | [31] | ||
CCHFv | RNA, antigen | yes | 1, 2, 3, 4 | [64,65,143,158,177,178,179,180,181,182,183,184,185,186,187,188] | ||
Flavivirus | RNA | no | 0 | [189] | ||
Phlebovirus | RNA | no | 0 | [190] | ||
Bahig virus | RNA | no | 0 | [191] | ||
Batken virus (close to Dhori virus) | RNA | no | 0 | [192] | ||
Bhanja virus | RNA | no | 0 | [193] | ||
Dhori virus | RNA | no | 0 | [194,195] | ||
Tick Borne Encephalitis virus | RNA | no | 0 | [196] | ||
Jingmen virus | RNA, virus isolation | yes | 0 | |||
[197] | ||||||
Matruh virus | RNA | no | 0 | [198] | ||
Tamdy virus | RNA | no | 0 | [89] | ||
Wanowrie virus | RNA | yes | 0 | [153,199] | ||
West Nile virus | RNA | no | 2, 3 | [189,200,201,202] | ||
Rickettsia aeschlimannii | DNA | yes | 3 | [31,136,151,203,204,205,206,207,208] | ||
Rickettsia sibirica mongolitimonae | DNA | no | 0 | [31] | ||
Anaplasma marginale | DNA | no | 0 | [31,209] | ||
Rickettsia africae | DNA | no | 0 | [210] | ||
Anaplasma phagocytophilum | DNA | no | 0 | [204,211] | ||
Anaplasma platys | DNA | no | 0 | [211] | ||
Coxiella burnetii | DNA | no | 0 | [139,142,211,212,213] | ||
Francisella tularensis | DNA | no | 0 | [214] | ||
Ehrlichia monacensis (minasensis) | DNA | no | 0 | [204] | ||
Ehrlichia ruminantium | DNA | no | 0 | [41] | ||
Bartonella spp. | DNA | no | 0 | [205,213] | ||
Borrelia burgdoferi s.l. | DNA | no | 0 | [212,213] | ||
Borrelia spp. | DNA | no | 0 | [136,152] | ||
H. rufipes | 189/238 | Babesia occultans | DNA, pathogen | no | 2, 3, 4 | [175,176] |
Theileria ovis | DNA | no | 0 | [40] | ||
Theileria annulata | DNA | no | 2, 4 | [108,109,215] | ||
CCHFv | RNA, antigen, viral particles | yes | 1, 2, 3, 4 | [64,216,217,218,219,220,221,222,223,224,225] | ||
Flavivirus | RNA | no | 0 | [189] | ||
Dugbe virus | RNA | no | 2 | [226] | ||
Alkhurma hemorrhagic fever virus | RNA | no | 0 | [227] | ||
St Croix River like virus | RNA | no | 0 | [228] | ||
Rickettsia aeschlimannii | DNA | no | 0 | [35] | ||
Rickettsia conorii | DNA | no | 0 | [229] | ||
Anaplasma marginale, centrale, platys | DNA | no | 0 | [230] | ||
Coxiella burnetii | DNA | no | 0 | [74,212,231,232] | ||
Borrelia burgdorferi | RNA and DNA | no | 0 | [212,233] | ||
H. schulzei | 17/27 | Dhori virus | RNA | no | 0 | [66] |
H. scupense | 34/47 H. detritum: 61/90 |
Theileria equi | No | no | 4 | [234,235] |
Theileria annulata | No | yes | 2, 4 | [107,236,237,238] | ||
Babesia ovis | DNA | no | 0 | [40] | ||
Theileria ovis | DNA | no | 0 | [40] | ||
Rickettsia aeschlimannii | DNA | no | 0 | [14,205] | ||
Rickettsia slovaca | DNA | no | 0 | [205] | ||
Anaplasma phagocytophilum | DNA | no | 0 | [205] | ||
Coxiella burnetii | DNA | no | 2, 3 | [139,239] | ||
CCHFv | RNA | uncertain | 0 | [83] | ||
H. somalicum | 2/2 | R. conorii | DNA | no | 0 | [14] |
H. truncatum | 142/193 | Theileria equi | DNA | no | 0 | [101] |
Babesia caballi | No | no | 3, 4 | [240,241] | ||
Theileria annulata | DNA | no | 0 | [108] | ||
CCHFv | RNA, viral particles | yes | 1, 2, 3, 4, 5 Cofeeding |
[113,148,149,217,218,220,222,242,243,244,245,246] | ||
Bunyamwera virus | RNA | no | 0 | [247] | ||
Dugbe virus | RNA | no | 0 | [248] | ||
Venezuelan Equine Encephalitis Virus | no | 2, 4 | [249] | |||
Kupe virus | RNA | no | 0 | [248] | ||
Semliki forest virus | RNA | no | 0 | [247] | ||
Coxiella burnetii | DNA | no | 0 | [152,232,250] | ||
Borrelia spp. | DNA | no | 0 | [152,232] | ||
H. turanicum | 24/36 | CCHFv | RNA | no | 0 | [187] |
Rickettsia sibirica mongolitimonae | DNA | no | 0 | [140] |
CCHFv: Crimean–Congo Hemorrhagic Fever Virus; * epidemiological arguments of possible transmission: for example co-occurrence of a given pathogen in a tick species and in infested vertebrate hosts of the same area, host co-infection with pathogens known to be transmitted by ticks, or the onset of a disease as a result of tick bites: YES, NO, uncertain. ** Experimental validation. 0: none; 1: pathogen reproduction/replication success in ticks; 2: transstadial transmission; 3: transovarial transmission; 4: transmission to a vertebrate host via a tick bite; 5: sexual transmission between male and female ticks.
In conclusion, we observed that there are many missing pathogen vector competence experiments, and that the level of evidence provided by the scientific literature is often not sufficient to validate the existence of vectorial transmission. We conclude that the pathogen/tick associations for which transmission from an infected host to an initially healthy host via tick bite has been experimentally validated are the following:
Crimean–Congo Hemorrhagic Fever Virus (CCHFv) by H. dromedarii, H. impeltatum, H. marginatum, H. rufipes, and H. truncatum.
African Horse Sickness virus by H. dromedarii.
Venezuelan equine encephalitis virus by H. truncatum.
Theileria annulata by H. anatolicum, H. dromedarii, H. excavatum, H. lusitanicum, and H. scupense.
Theileria equi by H. anatolicum and H. excavatum.
Theileria lestoquardi by H. anatolicum.
Theileria ovis by H. anatolicum.
Babesia occultans by H. rufipes.
Coxiella burnetii by H. aegyptium.
Anaplasma marginale by H. excavatum.
Rickettsia aeschlimannii by H. marginatum and H. rufipes.
Acknowledgments
This narrative review was conducted by the ad hoc subgroup from the working expert group on the risks related to Hyalomma ticks at the French Agency for Food, Environmental and Occupational Health & Safety (ANSES) commissioned by the French authorities. The authors thank the other experts who were part of this group for stimulating discussions and for their feedback on the expert report: S. Baize and F. Stachurski. We also thank Richard Paul and Jeremy Gray for proofreading the manuscript.
Author Contributions
Conceptualization, Methodology, Formal Analysis, Investigation, Review and Editing, S.I.B., S.B., A.F., J.F. (Julie Figoni), J.F. (Johanna Fite), T.H., E.Q., S.M., A.R., M.R.-M., G.V. and L.V.; Original Draft writing and preparation, S.I.B. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
The datasets generated during and/or analyzed during the current study can be find in the main text.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This research received no external funding.
Footnotes
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets generated during and/or analyzed during the current study can be find in the main text.