Maxime Madder
Research Subjects
Research Interests
Maxime Madder has a total of 245 co-authors. Here are the top co-authors by number of shared publications:
- Josephus Fourie
Clinvet International Pty (Ltd), Waverly, USA
9 shared publications - Alec Evans
Clinglobal, B03/04, The Tamarin Commercial Hub, Jacaranda Avenue, Tamarin, 90903, Mauritius
6 shared publications - Eva M. De Clercq
Department of Chemical and physical health risks, Sciensano, Brussels, Belgium
6 shared publications - Safiou Adehan
Ministère de l’Agriculture de l’Elevage et de la Pêche/CeRPA-OP/Service Recherche Développement
6 shared publications - Dennis Muhanguzi
Department of Biomedical Laboratory Technology and Molecular Biology, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
5 shared publications - Sophie O. Vanwambeke
Center for Earth and Climate Research, Earth & Life Institute, Université catholique de Louvain (UCLouvain), Louvain-La-Neuve, Belgium
5 shared publications
Latest Publications
- Open Access
- 30 October 2026
- Published by Springer Nature in Parasites & Vectors
Efficacy of permethrin/imidacloprid (Advantix®) in preventing Leishmania infantum transmission in naturally exposed dogs in Greece
Background: Canine leishmaniosis (CanL) by Leishmania infantum is a potentially fatal sand fly-borne zoonosis. Transmission can be reduced by regular use of repellent insecticides. This 12-month study, conducted in a highly endemic CanL area, assessed the efficacy of a repeated spot-on application of imidacloprid 10%/permethrin 50% (Advantix ® , Elanco) to prevent L. infantum transmission in dogs naturally challenged by sand flies versus a negative control. Methods: Forty purpose-bred Beagle dogs were allocated to two groups. Group 1 was treated four-weekly with Advantix ® , while group 2 was left untreated. This study was performed in an open-air kennel, consisting of two phases: Phase 1 (Day 0–224; April–November [sand fly season]) allowed natural Leishmania transmission; Phase 2 (Day 225–341; November–March [post sand fly season with insect-proof environment and licensed preventative treatment]) enabled time for seroconversion and disease development. Clinical examinations plus scoring, SNAP serology, and PCR (conjunctival swabs) were performed four-weekly. IFAT, haematology, blood biochemistry, and urinalysis were performed at study start and end. Bone marrow PCR was performed at study end. Sand fly activity was recorded every four weeks by trapping. Sand flies were morphologically identified and screened by PCR for L. infantum infection. Results: Advantix ® treatment four-weekly over a whole sand fly season in a highly endemic region resulted in 100% reduction of L. infantum transmission. The incidence in treated dogs was significantly lower than in control dogs (P = 0.003). Treated dogs remained clinically healthy and sero- and PCR-negative, and showed no haematological/biochemical deviations indicative of infection. Untreated dogs became positive for L. infantum from Day 196 onwards: 8/20 dogs (40%) developed positive SNAP, IFAT, and conjunctival and bone marrow PCR. Clinical signs of leishmaniosis and abnormal blood and urine parameters were also observed in these dogs. In total, 1,948 sand flies (1,278 females, 670 males) were collected. 2/7 sand fly batches were PCR-positive for L. infantum . Conclusions: In the reported study, four-weekly application of Advantix ® throughout the sand fly season was highly efficacious (100%) in preventing L. infantum transmission to dogs by infected sand flies under natural conditions. Forty per cent of control dogs became positive in diverse test systems and showed signs of leishmaniosis.
- 30 October 2026
- Published by Springer Nature in Parasites & Vectors
Open AccessEfficacy of permethrin/imidacloprid (Advantix®) in preventing Leishmania infantum transmission in naturally exposed dogs in Greece
Background: Canine leishmaniosis (CanL) by Leishmania infantum is a potentially fatal sand fly-borne zoonosis. Transmission can be reduced by regular use of repellent insecticides. This 12-month study, conducted in a highly endemic CanL area, assessed the efficacy of a repeated spot-on application of imidacloprid 10%/permethrin 50% (Advantix ® , Elanco) to prevent L. infantum transmission in dogs naturally challenged by sand flies versus a negative control. Methods: Forty purpose-bred Beagle dogs were allocated to two groups. Group 1 was treated four-weekly with Advantix ® , while group 2 was left untreated. This study was performed in an open-air kennel, consisting of two phases: Phase 1 (Day 0–224; April–November [sand fly season]) allowed natural Leishmania transmission; Phase 2 (Day 225–341; November–March [post sand fly season with insect-proof environment and licensed preventative treatment]) enabled time for seroconversion and disease development. Clinical examinations plus scoring, SNAP serology, and PCR (conjunctival swabs) were performed four-weekly. IFAT, haematology, blood biochemistry, and urinalysis were performed at study start and end. Bone marrow PCR was performed at study end. Sand fly activity was recorded every four weeks by trapping. Sand flies were morphologically identified and screened by PCR for L. infantum infection. Results: Advantix ® treatment four-weekly over a whole sand fly season in a highly endemic region resulted in 100% reduction of L. infantum transmission. The incidence in treated dogs was significantly lower than in control dogs (P = 0.003). Treated dogs remained clinically healthy and sero- and PCR-negative, and showed no haematological/biochemical deviations indicative of infection. Untreated dogs became positive for L. infantum from Day 196 onwards: 8/20 dogs (40%) developed positive SNAP, IFAT, and conjunctival and bone marrow PCR. Clinical signs of leishmaniosis and abnormal blood and urine parameters were also observed in these dogs. In total, 1,948 sand flies (1,278 females, 670 males) were collected. 2/7 sand fly batches were PCR-positive for L. infantum . Conclusions: In the reported study, four-weekly application of Advantix ® throughout the sand fly season was highly efficacious (100%) in preventing L. infantum transmission to dogs by infected sand flies under natural conditions. Forty per cent of control dogs became positive in diverse test systems and showed signs of leishmaniosis.
- Open Access
- 6 May 2024
- Published by Elsevier in International Journal for Parasitology: Drugs and Drug Resistance
- Vol. 25, 100541
Acaricide resistance status of livestock ticks from East and West Africa and in vivo efficacy of acaricides to control them
- 6 May 2024
- Published by Elsevier in International Journal for Parasitology: Drugs and Drug Resistance
- Vol. 25, 100541
Open AccessAcaricide resistance status of livestock ticks from East and West Africa and in vivo efficacy of acaricides to control them
- Open Access
- 27 December 2023
- Published by Elsevier in International Journal for Parasitology: Drugs and Drug Resistance
- Vol. 24, 100519
Phenotypic and genotypic characterization of acaricide resistance in Rhipicephalus microplus field isolates from South Africa and Brazil
- 27 December 2023
- Published by Elsevier in International Journal for Parasitology: Drugs and Drug Resistance
- Vol. 24, 100519
Open AccessPhenotypic and genotypic characterization of acaricide resistance in Rhipicephalus microplus field isolates from South Africa and Brazil
- Open Access
- 9 August 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1
Correction: Tick communities of cattle in smallholder rural livestock production systems in sub-Saharan Africa
- 9 August 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1
Open AccessCorrection: Tick communities of cattle in smallholder rural livestock production systems in sub-Saharan Africa
- Open Access
- 6 July 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1-7
Control of ticks and tick-borne diseases in Africa through improved diagnosis and utilisation of data on acaricide resistance
A meeting, sponsored by the Bill and Melinda Gates Foundation (BMGF) and organised by Clinglobal, was held at The International Livestock Research Institute (ILRI) in Nairobi, Kenya, from 19th – to 21st October 2022. The meeting assembled a unique group of experts on tick control in Africa. Academia, international agencies (FAO and ILRI), the private Animal Health sector and government veterinary services were represented. The significant outcomes included: (i) a shared commitment to standardisation and improvement of acaricide resistance bioassay protocols, particularly the widely used larval packet test (LPT); (ii) development of novel molecular assays for detecting acaricide resistance; (3) creation of platforms for disseminating acaricide resistance data to farmers, veterinary service providers and veterinary authorities to enable more rational evidence-based control of livestock ticks. Implementation of enhanced control will be facilitated by several recently established networks focused on control of parasites in Africa and globally, whose activities were presented at the meeting. These include a newly launched community of practice on management of livestock ticks, coordinated by FAO, an African module of the World Association for the Advancement of Veterinary Parasitology (WAAVP-AN) and the MAHABA (Managing Animal Health and Acaricides for a Better Africa) initiative of Elanco Animal Health. Graphical Abstract
- 6 July 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1-7
Open AccessControl of ticks and tick-borne diseases in Africa through improved diagnosis and utilisation of data on acaricide resistance
A meeting, sponsored by the Bill and Melinda Gates Foundation (BMGF) and organised by Clinglobal, was held at The International Livestock Research Institute (ILRI) in Nairobi, Kenya, from 19th – to 21st October 2022. The meeting assembled a unique group of experts on tick control in Africa. Academia, international agencies (FAO and ILRI), the private Animal Health sector and government veterinary services were represented. The significant outcomes included: (i) a shared commitment to standardisation and improvement of acaricide resistance bioassay protocols, particularly the widely used larval packet test (LPT); (ii) development of novel molecular assays for detecting acaricide resistance; (3) creation of platforms for disseminating acaricide resistance data to farmers, veterinary service providers and veterinary authorities to enable more rational evidence-based control of livestock ticks. Implementation of enhanced control will be facilitated by several recently established networks focused on control of parasites in Africa and globally, whose activities were presented at the meeting. These include a newly launched community of practice on management of livestock ticks, coordinated by FAO, an African module of the World Association for the Advancement of Veterinary Parasitology (WAAVP-AN) and the MAHABA (Managing Animal Health and Acaricides for a Better Africa) initiative of Elanco Animal Health. Graphical Abstract
- Open Access
- 19 June 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1-15
Tick communities of cattle in smallholder rural livestock production systems in sub-Saharan Africa
Background: The majority of the African population lives in rural areas and depends on agriculture for their livelihoods. To increase the productivity and sustainability of their farms, they need access to affordable yield-enhancing inputs of which parasite control is of paramount importance. We therefore determined the status of current tick species with the highest economic impact on cattle by sampling representative numbers of animals in each of seven sub-Saharan countries. Methods: Data included tick species’ half-body counts from approximately 120 cattle at each of two districts per country, collected four times in approximately 1 year (to include seasonality). Study sites were chosen in each country to include high cattle density and tick burden. Results: East Africa (Ethiopia, Uganda and Tanzania) showed overall a higher diversity and prevalence in tick infestations compared to West African countries (Benin, Burkina Faso, Ghana and Nigeria). In East Africa, Amblyomma variegatum (vector of Ehrlichia ruminantium), Rhipicephalus microplus (Babesia bovis, B. bigemina, Anaplasma marginale), R. evertsi evertsi (A. marginale) and R. appendiculatus (Theileria parva) were the most prevalent tick species of economic importance. While the latter species was absent in West Africa, here both A. variegatum and R. microplus occurred in high numbers. Rhipicephalus microplus had spread to Uganda, infesting half of the cattle sampled. Rhipicephalus microplus is known for its invasive behaviour and displacement of other blue tick species, as observed in other East and West African countries. Individual cattle with higher body weights, as well as males, were more likely to be infested. For six tick species, we found reduced infestation levels when hosts were treated with anti-parasiticides. Conclusions: These baseline data allow the determination of possible changes in presence and prevalence of ticks in each of the countries targeted, which is of importance in the light of human-caused climate and habitat alterations or anthropogenic activities. As many of the ticks in this study are vectors of important pathogens, but also, as cattle may act as end hosts for ticks of importance to human health, our study will help a wide range of stakeholders to provide recommendations for tick infestation surveillance and prevention. Graphical
- 19 June 2023
- Published by Springer Nature in Parasites & Vectors
- Vol. 16 (1) , 1-15
Open AccessTick communities of cattle in smallholder rural livestock production systems in sub-Saharan Africa
Background: The majority of the African population lives in rural areas and depends on agriculture for their livelihoods. To increase the productivity and sustainability of their farms, they need access to affordable yield-enhancing inputs of which parasite control is of paramount importance. We therefore determined the status of current tick species with the highest economic impact on cattle by sampling representative numbers of animals in each of seven sub-Saharan countries. Methods: Data included tick species’ half-body counts from approximately 120 cattle at each of two districts per country, collected four times in approximately 1 year (to include seasonality). Study sites were chosen in each country to include high cattle density and tick burden. Results: East Africa (Ethiopia, Uganda and Tanzania) showed overall a higher diversity and prevalence in tick infestations compared to West African countries (Benin, Burkina Faso, Ghana and Nigeria). In East Africa, Amblyomma variegatum (vector of Ehrlichia ruminantium), Rhipicephalus microplus (Babesia bovis, B. bigemina, Anaplasma marginale), R. evertsi evertsi (A. marginale) and R. appendiculatus (Theileria parva) were the most prevalent tick species of economic importance. While the latter species was absent in West Africa, here both A. variegatum and R. microplus occurred in high numbers. Rhipicephalus microplus had spread to Uganda, infesting half of the cattle sampled. Rhipicephalus microplus is known for its invasive behaviour and displacement of other blue tick species, as observed in other East and West African countries. Individual cattle with higher body weights, as well as males, were more likely to be infested. For six tick species, we found reduced infestation levels when hosts were treated with anti-parasiticides. Conclusions: These baseline data allow the determination of possible changes in presence and prevalence of ticks in each of the countries targeted, which is of importance in the light of human-caused climate and habitat alterations or anthropogenic activities. As many of the ticks in this study are vectors of important pathogens, but also, as cattle may act as end hosts for ticks of importance to human health, our study will help a wide range of stakeholders to provide recommendations for tick infestation surveillance and prevention. Graphical
- Open Access
- 24 March 2023
- Published by MDPI AG in Parasitologia
- Vol. 3 (2) , 101-108
Assessment of an In Vitro Tick Feeding System for the Successful Feeding of Adult Rhipicephalus appendiculatus Ticks
This study assessed the efficiency of a new in vitro tick feeding system for the adult Rhipicephalus appendiculatus tick and compared the impact of different blood anticoagulating factors on their feeding process. A total of 10 feeders were each seeded with 30 or 60 R. appendiculatus adults. Bovine blood was added into each unit and changed every 12 h for 4 to 10 days during which tick attachment and engorgement was assessed. The tick attachment observed 4 days after feeding was 80.0% (48/60), 75.8% (182/240), and 70.8% (170/240) for lithium heparin, citrate phosphate dextrose, and defibrinated blood, respectively, with no significant difference (p > 0.05) between the anticoagulants used. However, the ticks fed on heparinized and defibrinated blood reached repletion status. The in vitro tick feeding system was successfully used to feed adult R. appendiculatus ticks until repletion. This system could be used to facilitate studies on tick-pathogen interactions, such as those involved in the East Coast fever disease.
- 24 March 2023
- Published by MDPI AG in Parasitologia
- Vol. 3 (2) , 101-108
Open AccessAssessment of an In Vitro Tick Feeding System for the Successful Feeding of Adult Rhipicephalus appendiculatus Ticks
This study assessed the efficiency of a new in vitro tick feeding system for the adult Rhipicephalus appendiculatus tick and compared the impact of different blood anticoagulating factors on their feeding process. A total of 10 feeders were each seeded with 30 or 60 R. appendiculatus adults. Bovine blood was added into each unit and changed every 12 h for 4 to 10 days during which tick attachment and engorgement was assessed. The tick attachment observed 4 days after feeding was 80.0% (48/60), 75.8% (182/240), and 70.8% (170/240) for lithium heparin, citrate phosphate dextrose, and defibrinated blood, respectively, with no significant difference (p > 0.05) between the anticoagulants used. However, the ticks fed on heparinized and defibrinated blood reached repletion status. The in vitro tick feeding system was successfully used to feed adult R. appendiculatus ticks until repletion. This system could be used to facilitate studies on tick-pathogen interactions, such as those involved in the East Coast fever disease.
- Open Access
- 8 November 2022
- Published by Springer Nature in Parasites & Vectors
- Vol. 15 (1) , 1-15
Vector-borne and other pathogens of potential relevance disseminated by relocated cats
Large populations of unowned cats constitute an animal welfare, ecological, societal and public health issue worldwide. Their relocation and homing are currently carried out in many parts of the world with the intention of relieving suffering and social problems, while contributing to ethical and humane population control in these cat populations. An understanding of an individual cat’s lifestyle and disease status by veterinary team professionals and those working with cat charities can help to prevent severe cat stress and the spread of feline pathogens, especially vector-borne pathogens, which can be overlooked in cats. In this article, we discuss the issue of relocation and homing of unowned cats from a global perspective. We also review zoonotic and non-zoonotic infectious agents of cats and give a list of practical recommendations for veterinary team professionals dealing with homing cats. Finally, we present a consensus statement consolidated at the 15th Symposium of the Companion Vector-Borne Diseases (CVBD) World Forum in 2020, ultimately to help veterinary team professionals understand the problem and the role they have in helping to prevent and manage vector-borne and other pathogens in relocated cats.Graphical Abstract
- 8 November 2022
- Published by Springer Nature in Parasites & Vectors
- Vol. 15 (1) , 1-15
Open AccessVector-borne and other pathogens of potential relevance disseminated by relocated cats
Large populations of unowned cats constitute an animal welfare, ecological, societal and public health issue worldwide. Their relocation and homing are currently carried out in many parts of the world with the intention of relieving suffering and social problems, while contributing to ethical and humane population control in these cat populations. An understanding of an individual cat’s lifestyle and disease status by veterinary team professionals and those working with cat charities can help to prevent severe cat stress and the spread of feline pathogens, especially vector-borne pathogens, which can be overlooked in cats. In this article, we discuss the issue of relocation and homing of unowned cats from a global perspective. We also review zoonotic and non-zoonotic infectious agents of cats and give a list of practical recommendations for veterinary team professionals dealing with homing cats. Finally, we present a consensus statement consolidated at the 15th Symposium of the Companion Vector-Borne Diseases (CVBD) World Forum in 2020, ultimately to help veterinary team professionals understand the problem and the role they have in helping to prevent and manage vector-borne and other pathogens in relocated cats.Graphical Abstract
- Open Access
- 9 September 2022
- Published by Springer Nature in Parasites & Vectors
- Vol. 15 (1) , 1-13
A community approach for pathogens and their arthropod vectors (ticks and fleas) in cats of sub-Saharan Africa
Background: Arthropod-borne pathogens and their vectors are present throughout Africa. They have been well studied in livestock of sub-Saharan Africa, but poorly studied in companion animals. Given their socioeconomic importance, the African Small Companion Animal Network (AFSCAN), as part of the WSAVA Foundation, initiated a standardized multi-country surveillance study. Methods: In six countries (Ghana, Kenya, Nigeria, Tanzania, Uganda, and Namibia) in both rural and urban settings, 160 infested cats were sampled to assess their ectoparasite community (ticks and fleas), as well as the micro-parasite prevalence within those ectoparasites (60 and 118 pools of ticks and fleas, respectively) and blood (276 cats, including 116 non-infested). Results: Almost two thirds of all infested cats originated from Tanzania and Kenya. Despite the large macro-geographical variation, no consistent difference was found in ectoparasite diversity and numbers between East and West Africa. Far more flea-infested than tick-infested cats were found. The most dominant ectoparasite was Ctenocephalides felis. Among the ticks, the exophilic Haemaphysalis spp. were the commonest, including species that are not typically linked with companion animals (Haemaphysalis spinulosa and Haemaphysalis elliptica). The most prevalent pathogens found in the blood and fleas were Bartonella henselae and Mycoplasma haemofelis. In the ticks, the dog-associated Hepatozoon canis was most commonly found. A high degree of co-parasitism was found in all countries and habitats. Conclusions: Our continent-wide standardized field study highlights the cat’s potential to serve as a reservoir of pathogens that can be transmitted to humans or livestock, especially when cats are expected to become more commonly kept in African villages and towns. Graphical
- 9 September 2022
- Published by Springer Nature in Parasites & Vectors
- Vol. 15 (1) , 1-13
Open AccessA community approach for pathogens and their arthropod vectors (ticks and fleas) in cats of sub-Saharan Africa
Background: Arthropod-borne pathogens and their vectors are present throughout Africa. They have been well studied in livestock of sub-Saharan Africa, but poorly studied in companion animals. Given their socioeconomic importance, the African Small Companion Animal Network (AFSCAN), as part of the WSAVA Foundation, initiated a standardized multi-country surveillance study. Methods: In six countries (Ghana, Kenya, Nigeria, Tanzania, Uganda, and Namibia) in both rural and urban settings, 160 infested cats were sampled to assess their ectoparasite community (ticks and fleas), as well as the micro-parasite prevalence within those ectoparasites (60 and 118 pools of ticks and fleas, respectively) and blood (276 cats, including 116 non-infested). Results: Almost two thirds of all infested cats originated from Tanzania and Kenya. Despite the large macro-geographical variation, no consistent difference was found in ectoparasite diversity and numbers between East and West Africa. Far more flea-infested than tick-infested cats were found. The most dominant ectoparasite was Ctenocephalides felis. Among the ticks, the exophilic Haemaphysalis spp. were the commonest, including species that are not typically linked with companion animals (Haemaphysalis spinulosa and Haemaphysalis elliptica). The most prevalent pathogens found in the blood and fleas were Bartonella henselae and Mycoplasma haemofelis. In the ticks, the dog-associated Hepatozoon canis was most commonly found. A high degree of co-parasitism was found in all countries and habitats. Conclusions: Our continent-wide standardized field study highlights the cat’s potential to serve as a reservoir of pathogens that can be transmitted to humans or livestock, especially when cats are expected to become more commonly kept in African villages and towns. Graphical
- Open Access
- 4 September 2022
- Published by Springer Nature in Genetics Selection Evolution
- Vol. 54 (1) , 1-23
Assessment of genotyping array performance for genome-wide association studies and imputation in African cattle
Background: In cattle, genome-wide association studies (GWAS) have largely focused on European or Asian breeds, using genotyping arrays that were primarily designed for European cattle. Because there is growing interest in performing GWAS in African breeds, we have assessed the performance of 23 commercial bovine genotyping arrays for capturing the diversity across African breeds and performing imputation. We used 409 whole-genome sequences (WGS) spanning global cattle breeds, and a real cohort of 2481 individuals (including African breeds) that were genotyped with the Illumina high-density (HD) array and the GeneSeek bovine 50 k array. Results: We found that commercially available arrays were not effective in capturing variants that segregate among African indicine animals. Only 6% of these variants in high linkage disequilibrium (LD) (r 2 > 0.8) were on the best performing arrays, which contrasts with the 17% and 25% in African and European taurine cattle, respectively. However, imputation from available HD arrays can successfully capture most variants (accuracies up to 0.93), mainly when using a global, not continent-specific, reference panel, which partially reflects the unusually high levels of admixture on the continent. When considering functional variants, the GGPF250 array performed best for tagging WGS variants and imputation. Finally, we show that imputation from low-density arrays can perform almost as well as HD arrays, if a two-stage imputation approach is adopted, i.e. first imputing to HD and then to WGS, which can potentially reduce the costs of GWAS. Conclusions: Our results show that the choice of an array should be based on a balance between the objective of the study and the breed/population considered, with the HD and BOS1 arrays being the best choice for both taurine and indicine breeds when performing GWAS, and the GGPF250 being preferable for fine-mapping studies. Moreover, our results suggest that there is no advantage to using the indicus-specific arrays for indicus breeds, regardless of the objective. Finally, we show that using a reference panel that better represents global bovine diversity improves imputation accuracy, particularly for non-European taurine populations.
- 4 September 2022
- Published by Springer Nature in Genetics Selection Evolution
- Vol. 54 (1) , 1-23
Open AccessAssessment of genotyping array performance for genome-wide association studies and imputation in African cattle
Background: In cattle, genome-wide association studies (GWAS) have largely focused on European or Asian breeds, using genotyping arrays that were primarily designed for European cattle. Because there is growing interest in performing GWAS in African breeds, we have assessed the performance of 23 commercial bovine genotyping arrays for capturing the diversity across African breeds and performing imputation. We used 409 whole-genome sequences (WGS) spanning global cattle breeds, and a real cohort of 2481 individuals (including African breeds) that were genotyped with the Illumina high-density (HD) array and the GeneSeek bovine 50 k array. Results: We found that commercially available arrays were not effective in capturing variants that segregate among African indicine animals. Only 6% of these variants in high linkage disequilibrium (LD) (r 2 > 0.8) were on the best performing arrays, which contrasts with the 17% and 25% in African and European taurine cattle, respectively. However, imputation from available HD arrays can successfully capture most variants (accuracies up to 0.93), mainly when using a global, not continent-specific, reference panel, which partially reflects the unusually high levels of admixture on the continent. When considering functional variants, the GGPF250 array performed best for tagging WGS variants and imputation. Finally, we show that imputation from low-density arrays can perform almost as well as HD arrays, if a two-stage imputation approach is adopted, i.e. first imputing to HD and then to WGS, which can potentially reduce the costs of GWAS. Conclusions: Our results show that the choice of an array should be based on a balance between the objective of the study and the breed/population considered, with the HD and BOS1 arrays being the best choice for both taurine and indicine breeds when performing GWAS, and the GGPF250 being preferable for fine-mapping studies. Moreover, our results suggest that there is no advantage to using the indicus-specific arrays for indicus breeds, regardless of the objective. Finally, we show that using a reference panel that better represents global bovine diversity improves imputation accuracy, particularly for non-European taurine populations.