Open Access
Issue
Parasite
Volume 29, 2022
Article Number 26
Number of page(s) 9
DOI https://doi.org/10.1051/parasite/2022027
Published online 11 May 2022

© Y.L. Duan et al., published by EDP Sciences, 2022

Licence Creative CommonsThis is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Introduction

Culicoides (Diptera: Ceratopogonidae) are small biting midges. More than 1300 species are known [6] and several of these are vectors of arboviruses, protozoa and nematodes [24, 38]. At least 40 species are associated with the transmission of around 50 arboviruses belonging to three families; the Peribunyaviridae (formerly Bunyaviridae [13]), Reoviridae, and Rhabdoviridae [25]. Furthermore, species of Culicoides are the sole vector for approximately 45% of these viruses, which include economically important viruses such as bluetongue virus (BTV), African horse sickness virus (AHSV), epizootic hemorrhagic disease virus (EHDV), and Akabane virus (AKAV) [25].

Of these midge-borne viruses, BTV is the most economically important. The first case of clinical Bluetongue disease (BT) in China was reported in sheep in Shizong County of Yunnan Province in 1979 [15, 39, 40]. Subsequently, BTV has been discovered in approximately half of all provinces in China, including Hubei (1983), Anhui (1985), Guangxi (1985), Sichuan (1988), Shanxi (1993), Guangdong, Jilin, Liaoning, Xinjiang and Tibet [15, 36] and is now regarded as one of the most common livestock-associated Orbiviruses in the country [15, 21, 40].

Studies on the vector potential of Chinese Culicoides for livestock arboviruses have tended to focus on detection of virus in wild-caught specimens (for example Duan et al. and Di et al.) [7, 8, 10, 11]. While this information only satisfies one of the four criteria required to prove the vector status of a species [32, 33], it can be used to screen large numbers of species to determine candidate species for the more detailed laboratory-based studies required to satisfy the vector infection and transmission capacity criteria. The fourth criterion, an accumulation of epidemiological data associating an insect species with the host of the pathogen, can additionally be used to screen large numbers of species to determine candidate species for further study. Important epidemiological data include the abundance, host range and seasonality of a species but until recently, few studies addressing these factors have been conducted in China. Liu et al. [18] and Di et al. [7] reported the relative abundance of Culicoides on livestock farms in border areas of Yunnan province, while Liu et al. [19] reported similar data from Jiangxi province. Neither study, however, reported on the seasonality of species or correlated these with the seasonality of virus prevalence.

Following the BT epidemics in the area, viral activity has been monitored using sentinel herds at Wulong village in Shizong County, Yunnan Province from 1995 to 1997 [15] and 2012 to 2016 [26, 36]. Although there have been no outbreaks of BT in sheep in Shizong since 1979, the virus has been silently circulating in cattle and goats with seropositive rates ranging from 13% to 60% [26] and at least nine serotypes (BTV-1, 2, 3, 4, 5, 9, 12, 16, and 24) being isolated [15, 26, 36, 37]. The background data on viral prevalence and seasonality generated during these studies provided an opportunity to investigate the potential of various species of Culicoides in Shizong to act as vectors of BTV and other midge-borne viruses at this site.

Materials and methods

Culicoides spp. collection

Midges were collected for one night per week for most weeks between May 2020 and May 2021, except an 8-week period between 15 January and 20 March 2021. Collections were made in Wulong Village (24°38′24″ N, 104°17′24″ E), Shizong County, Yunnan Province (Fig. 1) using a battery-powered UV light trap (LTS-M02, Wuhan Lucky Star Medical Treatment Technology Co., Wuhan, China). Traps were set inside a cattle shed, approximately 4 m from 4 penned cattle run from 5 pm to 9 am the following day. There were no other livestock in the vicinity of the cattle shed. Midges were collected either into PBS buffer (May–November 2020) and transferred into 70% ethanol within 48 h, or directly into 70% ethanol (December 2020– May 2021).

thumbnail Figure 1

Sketch Map. The collection site (Shizong) and BTV associated provinces, as well as some neighbouring countries are labeled.

Specimen mounting and morphologic identification

Culicoides were sorted into species by wing pattern and gross morphology [3, 17, 34] and counted. Representative specimens of each species were mounted following Bellis et al. [5] except that wings were removed and mounted onto glass microscope slides, while the remainder of the insect was cleared in 10% KOH overnight, prior to dehydration in ethanol, then clove oil and mounted onto the same slide as the wings.

Culicoides species were identified using the keys of Yu et al. [17], Wirth & Hubert [34] and Bellis [3]. Subgeneric placement of species follows the system proposed by Wirth & Hubert [34].

Data analysis

Total specimens of each species were counted and where needed, collated into monthly averages. A heatmap of weekly totals was constructed by the R programming language [12, 20, 41] using the pheatmap package [16]. Rainfall and temperature data for Shizong County of Yunnan Province between May 2020 and May 2021 were gleaned from the Chinese historic weather website [1]. Rainfall was classified into five categories based on the volume of rain over a 24-hour period. These were rainstorm (50.0–99.9 mm), heavy rain (25.0–49.9 mm), moderate rain (10.0–24.9 mm), and light rain (0.1–9.9 mm) or overcast [2] and the number of days per month meeting each of these rainfall categories were recorded for each month.

Results

Species diversity

More than 21,000 specimens of Culicoides were collected. At least 21 species belonging to six subgenera (Avaritia Fox, Culicoides Latreille, Hoffmania Fox, Meijerehelea Wirth & Hubert, Remmia Glukhova, and Trithecoides Wirth & Hubert) and one unplaced species group (Clavipalpis group) were identified by morphology (Table 1). The wing patterns of the 21 identified species, species groups and morphospecies are shown in Figure 2.

thumbnail Figure 2

Photographs of representative female wings of the 21 Culicoides species collected at Wulong, Shizong County, Yunnan Province, China. Scale bar length = 250 μm.

Table 1

Abundance of Culicoides species collected in UV traps at Wulong, Shizong, Yunnan Province, China between May 2020 and May 2021.

Specimens belonging to C. subgenus Trithecoides are difficult to identify unless mounted and it was impractical to mount all specimens, so they have been grouped into morphospecies that resemble described species. For example, specimens with an entirely yellow scutum and leg banding consistent with C. palpifer have been classified as C. palpifer morphospecies, abbreviated C. palpifer ms. Similarly, specimens with a yellow scutum and leg banding consistent with C. flavescens have been classified as C. flavescens ms, and specimens with dark brown markings along the anterior margin of the scutum have been classified as C. humeralis ms. (Table 1).

Female specimens of the Obsoletus group of C. subg. Avaritia are difficult to separate and Yunnan populations have been shown to have distinct genetic makeup to populations of existing species [8] so remain unidentified. As such, we have listed our specimens to the lowest taxonomic unit that we can confidently refer them to, which is the Obsoletus group. A similar situation exists with oriental populations of C. punctatus which have historically been difficult to place into a species [31], display a high degree of morphological variation, and differ genetically from European populations [22]. In light of this uncertainty, we refer our specimens to C. punctatus sensu lato. Additionally, Duan et al. [8, 10] reported the existence of potentially several cryptic species within C. tainanus populations in Yunnan but as we are unable to distinguish these morphologically, they are reported here under C. tainanus sensu lato.

The bulk of specimens from our collections belonged to species from C. Subg. Avaritia (45.34%) and C. Subg. Hoffmania (33.92%); the remaining specimens belonged to species from C. Subg. Trithecoides (7.89%), C. Subg. Remmia (7.41%) and C. Subg. Meijerehelea (4.91%), and the Clavipalpis group (Fig. S1-A). Three of these subgenera C. Subg. Avaritia, C. Subg. Hoffmania, and C. Subg. Trithecoides were represented by nine, four, and three species, respectively (Fig. S1-B).

During this study the dominant species were C. tainanus s.l. (33.7%), followed by C. sumatrae (29.5%), C. oxystoma (7.4%), C. palpifer ms (6.8%) and C. jacobsoni (5.0%) (Table 1). These results are mostly supported by the number of collections in which a species is dominant except that C. oxystoma was never the dominant species and several of the smaller collections were dominated by C. arakawai and the Obsoletus group (Table 1).

Seasonal and relative abundance

The numbers of each of the 21 species and species groups from each collection are shown in a heatmap (Fig. 3). Species previously associated with BTV are highlighted in red. The abundance of most species peaked between May and October except for July 2020, although C. tainanus s.l. appeared to be active in most months and C. arakawai showed a small peak in March (Fig. 3). Culicoides oxystoma was most active between May and June, while C. sumatrae and C. jacobsoni were most abundant between August and October (Fig. 3).

thumbnail Figure 3

Heatmap of Culicoides abundance in collections from Wulong, Shizong County, Yunnan Province, China between May 20, 2020 and May 27, 2021. Known or suspected vectors of BTV are highlighted in red. S1, S2, S3, S4 and S5 represent the Culicoides subgenera Remmia, Culicoides, Trithecoides, Meijerehelea, and the Clavipalpis group, respectively.

Relative abundance of species varied between seasons with C. sumatrae dominating most collections over summer (between July and October) and C. tainanus s.l. dominating most collections for the rest of the year (Fig. 4A). Monthly average totals of Culicoides per batch of collection suggested that Culicoides were active during the summer and autumn except for July 2020, and reached the peak in September (Fig. 4B). The low numbers in July coincided with a period of hot, dry weather (Fig. 4C).

thumbnail Figure 4

Seasonal abundance of Culicoides. A) Relative monthly abundance of Culicoides at Wulong, Shizong County, Yunnan Province, China between May 2020 and May 2021. Note that no trapping was done between 15 Jan and 20 Mar 2021; B) average Culicoides amount of each batch of collection every month; and C) average monthly maximum temperatures (TEM, red line) and minimum temperatures (blue line) and the number of the days per month experiencing one of the five precipitation categories. The period in 2021 is highlighted in a grey background.

Potential BTV vectors in Shizong

Six species previously associated with BTV (C. tainanus s.l., C. jacobsoni, the Obsoletus group, C. imicola, and C. actoni) or AKA (C. oxystoma) were collected during this study. Of these, only C. tainanus s.l., C. jacobsoni and C. oxystoma were present in large numbers, although specimens of the Obsoletus group did dominate one collection in November (Figs. 3, 5). As mentioned above, C. tainanus s.l. was present throughout the year and dominated most collections, while C. jacobsoni was only active between August and November and the Obsoletus group mainly appeared in November (Fig. 5). Culicoides oxystoma was active between May and August, except for the dry July in 2020.

thumbnail Figure 5

Average monthly numbers of potential BTV vector species at Wulong, Shizong, Yunnan Province, China between May 2020 and May 2021. Logarithm axe and midge amounts (n + 1) are shown on the y-axis. The period in 2021 is highlighted in a grey background.

Discussion

The relative abundance of Culicoides on the Wulong cattle farm differs markedly from that recently reported in border areas of Yunnan by Di et al. [7] who reported C. oxystoma and C. nipponensis as the most abundant and widespread species, but the latter species was not collected at all at Shizong. Conversely, four of the five most dominant species at Shizong, C. tainanus s.l., C. jacobsoni, C. sumatrae and species belonging to C. subg. Trithecoides were not reported at any of the five sites (Hekou, Ruili, Mangshi, Longchuan, and Tengchong) studied by Di et al. [7]. The sites sampled by Di et al. [7] are approximately 300–650 km from Shizong and while their sites included pig farms, bovid farms were also sampled. They also used a different trap to ours although both traps used UV as the attractant. Such variable species diversity and relative abundance within a single province makes it difficult to extrapolate results across studies. Yunnan has very diverse ecological zones ranging from tropical lowland rainforest in the southeast to alpine temperate climates in the northwest, so variation in species composition across the province is not unexpected.

It is unusual that very few Culicoides of any species were collected during late June and July, but this may be attributed to unseasonal dry weather at the time (Fig. 4). Immature Culicoides spp. require moist habitats and the lack of moisture could have contributed to the low population numbers over this period [28, 29].

Insect vectors of arbovirus are infected when feeding on an infected host and transmit the virus to vertebrate hosts through subsequent feeding, and the maintenance of viral transmission in the field is closely associated with the abundance of vectors [28, 35]. Furthermore, the vectors should be confirmed by an association between vector, host and epidemiology of the virus [32, 33]. Here we have documented species diversity and relative abundance of Culicoides species in UV trap collections at a cattle shed in Shizong, Yunnan Province. Based on this data, it would appear that the most prevalent species attacking cattle in this county are C. tainanus s.l., C. sumatrae, C. oxystoma, C. palpifer ms and C. jacobsoni. Among these, C. tainanus s.l., and C. jacobsoni have been associated with BTV and Tibet Orbivirus (TIBOV) [8, 10, 11, 14], and C. oxystoma might also be infected by BTV [7], but there is no evidence associating any Orbiviruses with either C. sumatrae and C. palpifer ms [10, 11, 14]. The abundance of these species in the cattle shed at Wulong suggests that further investigation of the vector status of these species is warranted.

Only two of the species (C. imicola and C. actoni) collected in Shizong are proven vectors of BTV according to the four criteria described by WHO [32, 33], but neither of these species were common, comprising only 0.2% of the species present (Table 1). However, C. actoni is known to be active prior to sunset [4], therefore the population of C. actoni may be underestimated by the UV trapping after dusk.

Prevalence data for BTV in Shizong County indicates that the virus is active in livestock between May and October [26, 36, 40]. This period did not coincide with the peak activity of C. tainanus s.l. suggesting that this species may not be as important to the epidemiology of BTV as the other species. However, although C. tainanus s.l. was relatively active during all seasons, low temperature will prolong the stages of Culicoides life cycle and reduce frequency of biting [28, 35]. Low temperatures also block viral replication in Culicoides [28], because the RNA-dependent RNA polymerase of BTV is inhibited below 10 °C [30]. Culicoides tainanus s.l. may, however, play a role as a vector, since despite low temperatures during spring and winter potentially reducing the ability of this species to replicate virus, transmission has been observed in sheep in February 1980 in Shizong [39]. With continuing changes in climate, the importance and distribution of vector species like C. tainanus s.l. may change as well.

So far, the mechanism of BTV over-wintering is unknown. Ruminants are considered as amplifying hosts of BTV during winter [28], but research [9, 26, 36, 40] indicates that BTV only persists in cattle, sheep, and goats for 2–3 months, which does not explain the absence of BTV between November and April in Shizong [26, 36]. It is unknown if progeny of vectors can be vertically infected, Osborne et al. [27] failed to prove vertical transmission of BTV. The presence of healthy populations of C. tainanus s.l. throughout the year raises the possibility that this species may be maintaining viral transmission at low levels throughout the winter. Alternatively, the longevity of C. tainanus s.l. is unknown but may extend to several months in cold temperatures which would then introduce the possibility of the virus being carried between seasons in infected adult C. tainanus s.l., as observed in C. sonorensis [23].

Conflict of interest

The authors declare no conflict of interest.

Acknowledgments

This work was supported by grants from the Foreign Experts Project of Yunnan Province (YNZ2019002 and YNZ2020015) and the National Natural Science Foundation of China (32160846). The Australian Government Department of Agriculture, Water and the Environment supported the collaboration of GAB, LL and YLD.

Supplementary material

thumbnail Figure S1:

Diversity and relative abundance of specimens belonging to subgenera collected at Wulong between 2020 and 2021. (A) Proportion of Culicoides specimens belonging to species from different subgenera or groups; (B) number of species belonging to each subgenus.

References

  1. Anonymous. 2021. Historic weather of Shizong. [cited 3 Aug 2021]; Available from: https://lishi.tianqi.com/shizong/202001.html. [Google Scholar]
  2. Anonymous. 2021. Chinese web for popularization of meteorology. [cited 3 Aug 2021]; Available from: http://www.qxkp.net/. [Google Scholar]
  3. Bellis GA. 2020. Key to females of economically important species of Culicoides subgenus Avaritia from southern Asia and Australasia using characters visible under a stereomicroscope. [cited 24 Apr 2020]; Available from: https://www.gnatwork.ac.uk/sites/gnatwork/files/content/attachments/2020-04-24/Economic%20Avaritia%20Key.pdf. [Google Scholar]
  4. Bellis GA, Melville LF, Hunt NT, Hearnden MN. 2004. Temporal activity of biting midges (Diptera: Ceratopogonidae) on cattle near Darwin, Northern Territory. Australia. Veterinaria Italiana, 40(3), 324–328. [Google Scholar]
  5. Bellis GA, Dyce AL, Gopurenko D, Mitchell A. 2013. Revision of the Immaculatus Group of Culicoides Latreille (Diptera: Ceratopogonidae) from the Australasian Region with descriptions of two new species. Zootaxa, 3680(1), 15–37. [CrossRef] [Google Scholar]
  6. Borkent A, Dominiak P. 2020. Catalog of the biting midges of the World (Diptera: Ceratopogonidae). Zootaxa, 4787, 1–377. [CrossRef] [Google Scholar]
  7. Di D, Li C, Li Z, Wang X, Xia Q, Mona S, Li B, Liu K, Shao D, Qiu Y, Soe-soe W, Yang S, Wei J, Ma Z. 2021. Detection of arboviruses in Culicoides (Diptera: Ceratopogonidae) collected from animal farms in the border areas of Yunnan Province, China. Journal of Integrative Agriculture, 20(9), 2491–2501. [CrossRef] [Google Scholar]
  8. Duan YL, Bellis G, Li L, Li HC, Miao HS, Kou ML, Liao F, Wang Z, Gao L, Li JZ. 2019. Potential vectors of bluetongue virus in high altitude areas of Yunnan Province, China. Parasites & Vectors, 12(1), 464. [CrossRef] [PubMed] [Google Scholar]
  9. Duan YL, Miao HS, Liao F, Kou ML, Li ZH, Wang Z, Li HC, Li L. 2019. The serologic investigation and viral isolation of bluetongue virus in Shangri-La in Southwest China. Transboundary and Emerging Disease, 66(6), 2353–2361. [CrossRef] [PubMed] [Google Scholar]
  10. Duan YL, Li L, Bellis G, Yang ZX, Li HC. 2021. Detection of bluetongue virus in Culicoides spp. in southern Yunnan Province, China. Parasites & Vectors, 14(1), 68. [CrossRef] [PubMed] [Google Scholar]
  11. Duan YL, Yang ZX, Bellis G, Li L. 2021. Isolation of Tibet Orbivirus from Culicoides jacobsoni (Diptera, Ceratopogonidae) in China. Parasites & Vectors, 14(1), 432. [CrossRef] [PubMed] [Google Scholar]
  12. Greene CS, Tan J, Ung M, Moore JH, Cheng C. 2014. Big data bioinformatics. Journal of Cellular Physiology, 229(12), 1896–1900. [CrossRef] [PubMed] [Google Scholar]
  13. ICTV. 2019. ICTV Taxonomy history: Peribunyaviridae. Taxonomy History 2016 [cited 21 Feb 2022]; Available from: https://talk.ictvonline.org/taxonomy/p/taxonomy-history?taxnode_id=202000081 [Google Scholar]
  14. Kato T, Shirafuji H, Tanaka S, Sato M, Yamakawa M, Tsuda T, Yanase T. 2016. Bovine arboviruses in Culicoides biting midges and sentinel cattle in Southern Japan from 2003 to 2013. Transboundary and Emerging Disease, 63(6), e160–e172. [CrossRef] [Google Scholar]
  15. Kirkland PD, Zhang N, Hawkes RA, Li Z, Zhang F, Davis RJ, Sanders DA, Li H, Zhang K, Ben J, He GF, Hornitzky CL, Hunt NT. 2002. Studies on the epidemiology of bluetongue virus in China. Epidemiology & Infection, 128(2), 257–263. [CrossRef] [PubMed] [Google Scholar]
  16. Kolde R. 2015. pheatmap: Pretty Heatmaps. [cited 31 Aug 2021]; Available from: http://cran.nexr.com/web/packages/pheatmap/index.html. [Google Scholar]
  17. Liu JH, Liu GP, Liu ZJ, Yan G, Hao BS, Zhao TS, Yu YX. 2005. Ceratopogonidae: Culicoides, in Ceratopogonidae of China. Yu YX, Editor. Military Medical Science Press: Beijing. p. 816–1323. [Google Scholar]
  18. Liu GP, Guo XF, Li YY, Zhang J, Wang J, Li CM, Yang ZM, Chen HY, Zhou HN, Liang GD. 2016. Survey of hematophagous midges in China-Laos border. Chinese Journal of Vector Biology and Control, 27(5), 463–466. [Google Scholar]
  19. Liu Y, Tao H, Yu Y, Yue L, Xia W, Zheng W, Ma H, Liu X, Chen H. 2018. Molecular differentiation and species composition of genus Culicoides biting midges (Diptera: Ceratopogonidae) in different habitats in southern China. Veterinary Parasitology, 254, 49–57. [CrossRef] [PubMed] [Google Scholar]
  20. Lortie CJ, Braun J, Filazzola A, Miguel F. 2020. A checklist for choosing between R packages in ecology and evolution. Ecology and Evolution, 10(3), 1098–1105. [CrossRef] [PubMed] [Google Scholar]
  21. Maclachlan NJ. 2011. Bluetongue: history, global epidemiology, and pathogenesis. Preventive Veterinary Medicine, 102(2), 107–111. [CrossRef] [PubMed] [Google Scholar]
  22. Matsumoto Y, Yanase T, Tsuda T, Noda H. 2009. Characterization of internal transcribed spacer (ITS1)-ITS2 region of ribosomal RNA gene from 25 species of Culicoides biting midges (Diptera: Ceratopogonidae) in Japan. Journal of Medical Entomology, 46(5), 1099–1108. [CrossRef] [PubMed] [Google Scholar]
  23. Mayo CE, Mullens BA, Reisen WK, Osborne CJ, Gibbs EP, Gardner IA, MacLachlan NJ. 2014. Seasonal and interseasonal dynamics of bluetongue virus infection of dairy cattle and Culicoides sonorensis midges in northern California-implications for virus overwintering in temperate zones. PLoS One, 9(9), e106975. [CrossRef] [PubMed] [Google Scholar]
  24. Meiswinkel R, Venter GJ, Nevill EM. 2004. Vectors: Culicoides spp., in Infectious diseases of livestock, Coetzer JAW, Tustin RC, Editors. Oxford University Press: Oxford. p. 93–136. [Google Scholar]
  25. Mellor PS, Boorman J, Baylis M. 2000. Culicoides biting midges: their role as arbovirus vectors. Annual Review of Entomology, 45, 307–340. [CrossRef] [PubMed] [Google Scholar]
  26. Meng JX, He YW, Xiao L, Li N, Song JL, Wang JL, Li HC. 2018. Dynamic monitoring and infection on bluetongue virus in cattle and goats in Shizong County, Yunnan. Chinese Journal of Zoonoses, 34(6), 537–541. [Google Scholar]
  27. Osborne CJ, Mayo CE, Mullens BA, McDermott EG, Gerry AC, Reisen WK, MacLachlan NJ. 2015. Lack of evidence for laboratory and natural vertical transmission of Bluetongue Virus in Culicoides sonorensis (Diptera: Ceratopogonidae). Journal of Medical Entomology, 52(2), 274–277. [CrossRef] [PubMed] [Google Scholar]
  28. Purse BV, Mellor PS, Rogers DJ, Samuel AR, Mertens PP, Baylis M. 2005. Climate change and the recent emergence of bluetongue in Europe. Nature Reviews Microbiology, 3(2), 171–181. [CrossRef] [PubMed] [Google Scholar]
  29. Purse BV, Carpenter S, Venter GJ, Bellis G, Mullens BA. 2015. Bionomics of temperate and tropical Culicoides midges: knowledge gaps and consequences for transmission of Culicoides-borne viruses. Annual Review of Entomology, 60, 373–392. [CrossRef] [PubMed] [Google Scholar]
  30. Van Dijk AA, Huismans H. 1982. The effect of temperature on the in vitro transcriptase reaction of bluetongue virus, epizootic haemorrhagic disease virus and African horsesickness virus. Onderstepoort Journal of Veterinary Research, 49(4), 227–232. [Google Scholar]
  31. Wada Y. 1999. Culicoides biting midges of Japan (Diptera: Ceratopogonidae). Transaction of Nagasaki Biology Society, 50, 45–71. [Google Scholar]
  32. WHO. 1961. Arthropod-borne viruses, in World Health Organisation technical report series. Anonymous, Editor. World Health Organisation: Geneva. 219 p. [Google Scholar]
  33. WHO. 1967. Arboviruses and human disease, in World Health Organisation technical report series. Anonymous, Editor. World Health Organisation: Geneva. 369 p. [Google Scholar]
  34. Wirth WW, Hubert AA. 1989. The Culicoides of Southeast Asia (Diptera: Ceratopogonidae). Memoirs of the American Entomological Institute, 44(1), 1–509. [Google Scholar]
  35. Wittmann EJ, Baylis M. 2000. Climate change: effects on Culicoides-transmitted viruses and implications for the UK. Veterinary Journal, 160(2), 107–117. [CrossRef] [Google Scholar]
  36. Xiao L, Meng JX, Li N, Gao L, He YW, Yang H, Hu Q, Li HC, Zhu JB. 2014. Isolation and identification of bluetongue virus in 2012 in Shizong County of Yunnan Province. Chinese Journal of Animal Infectious Diseases, 22(4), 1–6. [Google Scholar]
  37. Yang H, Xiao L, Wang J, Meng J, Lv M, Liao D, Song J, Gao L, Xiong H, He Y, Niu B, Chuang X, Li H. 2017. Phylogenetic characterization genome segment 2 of Bluetongue Virus strains belonging to serotypes 5, 7 and 24 isolated for the first time in China during 2012 to 2014. Transboundary and Emerging Disease, 64(4), 1317–1321. [CrossRef] [Google Scholar]
  38. Yu CY, Wang JS. 2001. Role of chicken serum in inhibiting Leucocytozoon caulleryi development in Culicoides arakawae infected by membrane-feeding of infective blood meals. Parasitology Research, 87(9), 698–701. [CrossRef] [PubMed] [Google Scholar]
  39. Zhang NZ, Zhang KL, Li ZH, Chan-yu NC, Hu YL, Li G, Zhao K, Zou FZ, Xu WZ, Li SX, Li CD, Zhang YS, Xu YS, Liu SH, Zhou XC, Dou WX, Bao CH, Zhao XQ. 1989. A Report of the Investigation and Research of Bluetongue on Sheep. Yunnan Journal of Animal Science and Veterinary Medicine, 18(4), 3–13. [Google Scholar]
  40. Zhang N, Li Z, Zhang F, Zhu J. 2004. Studies on bluetongue disease in the People’s Republic of China. Veterinaria Italiana, 40(3), 51–56. [PubMed] [Google Scholar]
  41. Zhao QY, Luo JC, Su Y, Zhang YJ, Tu GW, Luo Z. 2021. Propensity score matching with R: conventional methods and new features. Annals of Translational Medicine, 9(9), 812. [CrossRef] [PubMed] [Google Scholar]

Cite this article as: Duan YL, Bellis G, Liu BG & Li L. 2022. Diversity and seasonal abundance of Culicoides (Diptera, Ceratopogonidae) in Shizong County, Yunnan Province, China. Parasite 29, 26.

All Tables

Table 1

Abundance of Culicoides species collected in UV traps at Wulong, Shizong, Yunnan Province, China between May 2020 and May 2021.

All Figures

thumbnail Figure 1

Sketch Map. The collection site (Shizong) and BTV associated provinces, as well as some neighbouring countries are labeled.

In the text
thumbnail Figure 2

Photographs of representative female wings of the 21 Culicoides species collected at Wulong, Shizong County, Yunnan Province, China. Scale bar length = 250 μm.

In the text
thumbnail Figure 3

Heatmap of Culicoides abundance in collections from Wulong, Shizong County, Yunnan Province, China between May 20, 2020 and May 27, 2021. Known or suspected vectors of BTV are highlighted in red. S1, S2, S3, S4 and S5 represent the Culicoides subgenera Remmia, Culicoides, Trithecoides, Meijerehelea, and the Clavipalpis group, respectively.

In the text
thumbnail Figure 4

Seasonal abundance of Culicoides. A) Relative monthly abundance of Culicoides at Wulong, Shizong County, Yunnan Province, China between May 2020 and May 2021. Note that no trapping was done between 15 Jan and 20 Mar 2021; B) average Culicoides amount of each batch of collection every month; and C) average monthly maximum temperatures (TEM, red line) and minimum temperatures (blue line) and the number of the days per month experiencing one of the five precipitation categories. The period in 2021 is highlighted in a grey background.

In the text
thumbnail Figure 5

Average monthly numbers of potential BTV vector species at Wulong, Shizong, Yunnan Province, China between May 2020 and May 2021. Logarithm axe and midge amounts (n + 1) are shown on the y-axis. The period in 2021 is highlighted in a grey background.

In the text
thumbnail Figure S1:

Diversity and relative abundance of specimens belonging to subgenera collected at Wulong between 2020 and 2021. (A) Proportion of Culicoides specimens belonging to species from different subgenera or groups; (B) number of species belonging to each subgenus.

In the text

Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.

Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.

Initial download of the metrics may take a while.