Abstract
Honey bees are vital pollinators essential for ecosystems and global agriculture, but their populations are declining due to pressures caused by pests. This study reports the presence of Escherichia coli, Klebsiella pneumoniae, Proteus terrae, and Pseudomonas spp. in four different honey bee species in Pakistan for the first time, uncovering a previously neglected aspect of honey bee microbiology. From January 2023 to June 2024; 1190 honey bees were collected from four districts in Khyber Pakhtunkhwa and they were identified. Molecular screening based on PCR targeting the microbial 16 S rDNA resulted in the detection of potential bacterial pathogens across different districts. In Buner, K. pneumoniae and E. coli were detected in Apis mellifera and Apis cerana individuals while Apis florea was positive only for K. pneumoniae. In Swat, Pseudomonas spp. was identified in A. mellifera, Apis dorsata and A. florea, while in A. cerana no pathogen was detected. In Lower Dir, A. mellifera and A. florea were positive for Pseudomonas spp., and A. cerana for K. pneumoniae, with A. dorsata being pathogen-free. In Malakand, K. pneumoniae and E. coli was found in A. mellifera and A. cerana, while A. florea harbored only Pseudomonas spp., and A. dorsata had no pathogens. Finally, P. terrae was detected exclusively in A. mellifera from Buner and Swat. Morphological analysis revealed significant interspecies variation, with A. dorsata exhibiting the largest values in tongue length (4.27 ± 0.21 mm), forewing size (12.8 ± 0.19 mm), and the highest cubital index (2.71 ± 0.04 mm). A. mellifera was classified in second place, followed by A cerana and A. florea, which characterized by the lowest measurement values. In the present study significant bacterial pathogens were identified representing emerging threat to honey bees in Pakistan while data regarding their phenotypic characterization and phylogenetic position were provided for the first time in the region.
Similar content being viewed by others
Data availability
Sequences are submitted to GenBank with the accession numbers given by GenBank are as followed: Escherichia coli (PQ223672, PQ223673), Proteus terrae (PQ223674), Klebsiella pneumoniae HB4 (PQ223670, PQ223671), and Pseudomonas spp. (PQ223667, PQ223668, PQ223669).
References
Papa, G. et al. The honey bee Apis mellifera: An insect at the interface between human and ecosystem health. Biology 11(2), 233 (2022).
Klein, A. M. et al. Importance of pollinators in changing landscapes for world crops. Proc. R. Soc. B Biol. Sci. 274(1608), 303–313 (2007).
Vallianatos, E. The Annihilation of Honeybees. CounterPunch (2024).
Bianco, M., Cooper, J. & Fournier, M. Honey bee population decline in Michigan: Causes, consequences, and responses to protect the state’s agriculture and food system. Mich. J. Public. Affairs 11, 4–26 (2014).
Goulson, D., Nicholls, E., Botías, C. & Rotheray, E. L. Bee declines driven by combined stress from parasites, pesticides, and lack of flowers. Science 347(6229), 1255957 (2015).
Potts, S. G. et al. Declines of managed honey bees and beekeepers in Europe. J. Apic. Res. 49(1), 15–22 (2010).
Alberoni, D., Gaggìa, F., Baffoni, L. & Di Gioia, D. Beneficial microorganisms for honey bees: problems and progresses. Appl. Microbiol. Biotechnol. 100, 9469–9482 (2016).
Genersch, E. Honey bee pathology: current threats to honey bees and beekeeping. Appl. Microbiol. Biotechnol. 87, 87–97 (2010).
Engel, P. et al. The bee microbiome: impact on bee health and model for evolution and ecology of host-microbe interactions. MBio 7(2), 10–108. (2016). https://doi.org/10.1128/mbio
Nowak, A., Szczuka, D., Górczyńska, A., Motyl, I. & Kręgiel, D. Characterization of Apis mellifera gastrointestinal microbiota and lactic acid bacteria for honeybee protection—A review. Cells 10(3), 701 (2021).
Dickel, F. et al. The oral vaccination with Paenibacillus larvae bacterin can decrease susceptibility to American Foulbrood infection in honey bees—A safety and efficacy study. Front. Vet. Sci. 9, 946237 (2022).
Erban, T. et al. Honeybee (Apis mellifera)-associated bacterial community affected by American foulbrood: detection of Paenibacillus larvae via microbiome analysis. Sci. Rep. 7(1), 5084 (2017).
Grundmann, C. O., Guzman, J., Vilcinskas, A. & Pupo, M. T. The insect microbiome is a vast source of bioactive small molecules. Nat. Prod. Rep. 41(6), 935–967 (2024).
McElhany, K. 16S rRNA-Based Tag Pyrosequencing of Complex Food and Wastewater Environments: Microbial Diversity and Dynamics (Texas A & M University, 2012).
Patrick, B. Smarcs vs Serratia: Characterising Novel Phages to Combat Serratia marcescens (La Trobe, 2021).
Ahmad, T., Shah, G. M., Farid, A., Partap, U. & Ahmad, S. Impact of apiculture on the household income of rural poor in mountains of Chitral District in Pakistan. J. Soc. Sci. COES RJ JSS. 6(3), 518–531 (2017).
Nikolaenko, S. A. Analysis of methods for the prevention and treatment of bacterial diseases of bees in Russia. Emerge Ind. Environ. Saf. 1, 98–100 (2015).
Nwankwo, C. M., Ezekoye, C. C. & Igbokwe, S. O. Phytochemical screening and antimicrobial activity of apiary honey produced by honey bee (Apis mellifera) on clinical strains of Staphylococcus aureus, Escherichia coli and Candida albicans. Afr. J. Biotechnol. 13(23) (2014).
Polykretis, P. et al. Evidence of immunocompetence reduction induced by cadmium exposure in honey bees (Apis mellifera). Environ. Pollut. 218, 826–834 (2016).
Chechyotkina, U. E., Evteeva, N. I., Rechkin, A. I. & Radaev, A. A. Enterobacterium as part of the microflora of the digestive system of honey bees in different seasons. NI Lobachevsky Bull. Nizhny Novgorod University 2–2 (2011).
Galatiuk, O., Romanishina, T., Lakhman, A., Zastulka, O. & Balkanska, R. Isolation and identification of Klebsiella aerogenes from bee colonies in bee dysbiosis. Thai J. Vet. Med. 50 (3), 353–361 (2020).
Abdurehman Damissie, A. & Abdurahman Musa, K. Isolation, assessments of risk factors, and antimicrobial susceptibility test of Klebsiella from gut of bee in and around Haramaya university bee farm, East Hararghe, Oromia regional state, Ethiopia. Vet. Med. Int. 2022(1), 9460543 (2022).
Corby-Harris, V., Maes, P. & Anderson, K. E. The bacterial communities associated with honey bee (Apis mellifera) foragers. PLoS One 9(4), e95056 (2014).
De Fernandez, G. et al. The gut microbiome of solitary bees is mainly affected by pathogen assemblage and partially by land use. Environ. Microbiome 18(1), 38 (2023).
Mundo, M. A. et al. Diversity, antimicrobial production, and seasonal variation of honey bee microbiota isolated from the honey stomachs of the domestic honey bee, Apis mellifera. Front. Sustain. Food Syst. 6, 931363 (2023).
Amin, S. et al. Mohammed. First report on isolation and characterization of Bacillus Sp. associated with honey bee brood disease. Sci. Rep. 15(1), 14994 (2025).
Tsadila, C., Amoroso, C. & Mossialos, D. Microbial diversity in bee species and bee products: Pseudomonads contribution to bee well-being and the biological activity exerted by honey bee products: A narrative review. Diversity 15(10), 1088 (2023).
Sbaghdi, T. et al. The response of the honey bee gut microbiota to nosema ceranae is modulated by the probiotic pediococcus acidilactici and the neonicotinoid thiamethoxam. Microorganisms 12(1), 192 (2024).
Al-Ghamdi, A., Khan, K. A., Ansari, M. J., Almasaudi, S. B. & Al-Kahtani, S. Effect of gut bacterial isolates from Apis mellifera jemenitica on Paenibacillus larvae infected bee larvae. Saudi J. Biol. Sci. 25(2), 383–387 (2018).
Beaurepaire, A. et al. Diversity and global distribution of viruses of the western honey bee, Apis mellifera. Insects 11(4), 239 (2020).
Brutscher, L. M., McMenamin, Alexander, J. & Flenniken, M. L. The buzz about honey bee viruses. PLoS Pathog. 12(8), e1005757 (2016).
Chen, G., Wang, Shuai, Jia, Shuo, Feng, Ye, H., Fuliang, Chen, Y. & Zheng, H. A new strain of virus discovered in China specific to the parasitic mite Varroa destructor poses a potential threat to honey bees. Viruses 13(4), 679 (2021).
Kitnya, N., Brockmann, A. & Otis, G. W. Taxonomic revision and identification keys for the giant honey bees. Front. Bee Sci. 2, 1379952 (2024).
Ruttner, F. Biogeography and Taxonomy of Honeybees (Springer Science & Business Media, 2013).
Youngseob Yu, Lee C., Kim J., Hwang S. Group-specifi c primer and probe sets to detect methanogeniccommunities using quantitative real-time polymerase chain reaction. Biotechnology and Bioengineering, 89(6), 670–679 (2005).
Kumar, S., Stecher, G., Li, M., Knyaz, C. & Tamura, K. MEGA X: Molecular evolutionary genetics analysis across computing platforms. Mol. Biol. Evol. 35(6), 1547–1549 (2018).
Hoang, D. T., Chernomor, O., Von Haeseler, A., Minh, B. Q. & Vinh, L. S. UFBoot2: Improving the ultrafast bootstrap approximation. Mol. Biol. Evol. 35(2), 518–522 (2018).
Abou-Shaara, H. F. Wing venation characters of honey bees. J. Apic. 28(2), 79–86 (2013).
Dar, S. A. & Ahmad, S. B. Morphometric variations and expression of body colour pattern of honeybee, Apis cerana F. in Kashmir (2017).
DeGrandi-Hoffman, G., Chambers, M., Hooper, Judith, E. & Schneider, S. S. Description of an intermorph between a worker and queen in African honey bees Apis mellifera scutellata (Hymenoptera: Apidae). Ann. Entomol. Soc. Am. 97(6), 1299–1305 (2004).
Kiatoko, N. et al. Body size as a proxy of probing time and visitation rates on cucumber by two African stingless bees increase fruit quality and seed quantity. Sci. Hort. 309, 111671 (2023).
Reddy, P. V., Verghese, A. & Rajan, V. V. Potential impact of climate change on honeybees (Apis spp.) and their pollination services. Pest Manag. Hortic. Ecosyst. 18(2), 121–127 (2012).
Saini, S., Chaudhary, O. P. & Anoosha, V. Relationship of population size and extraction frequency with honey production in Apis mellifera colonies. J. Entomol. Zool. Stud. 6(3), 1374–1377 (2018).
Fakrudin, B. et al. Genetic diversity of Apis dorsata and Apis laboriosa. In Role of Giant Honeybees in Natural and Agricultural Systems 62–77 (CRC Press, 2023).
Fasasi, K. A. Aspects of the Biology of Apis mellifera Adansonii (1758) (Hymenoptera: Apidae: Apoidea) with Emphasis on Honey and Beeswax Production (University of Lagos, 2008).
Nagaraja, N. Biology of Asian giant honeybee, Apis dorsata Fabricius (Hymenoptera: Apidae). In: Role of Giant Honeybees in Natural and Agricultural Systems 15–26 (CRC Press, 2023).
Weihmann, F., Hoetzl, T. & Kastberger, G. Training for defense? From stochastic traits to synchrony in giant honey bees (Apis dorsata). Insects 3(3), 833–856 (2012).
Abdel-Qader, I. A. & Al-Saad, L. A. First record and morphology study of red dwarf honey bees Apis florea Fabricius (1787) in Basra Province. Al Qadisiyah J. Agric. Sci. 12(2), 79–86 (2022).
Dyer, F. C. & Seeley, T. D. Interspecific comparisons of endothermy in honey-bees (Apis): Deviations from the expected size-related patterns. J. Exp. Biol. 127(1), 1–26 (1987).
Moritz, R. F. A., Haddad, Nizar, Bataieneh, Ahmed, Shalmon, B. & Hefetz, A. Invasion of the dwarf honeybee Apis florea into the near East. Biol. Invasions 12, 1093–1099 (2010).
Katuwal, D. R. & Pokhrel, A. Comparative study of Apis cerena and Apis mellifera. J. Agric. For. Res. 2(3) (2023).
Nouvian, M., Reinhard, J. & Giurfa, M. The defensive response of the honeybee Apis mellifera. J. Exp. Biol. 219(22), 3505–3517 (2016).
Woyke, J. Differences in body colour expression between European and Asian honeybees. In Paper Presented at the Proceeding of Fourth Asian Apicultural Association International Conference (1998).
GHANSHYAMBHAI, SHARMA VISHALKUMAR. MORPHOMETRIC STUDIES, MOLECULAR CHARACTERIZATION AND DESIGNING OF BEEHIVE FOR HONEYBEE IN SAURASHTRA REGION. (2023).
Haldhar, S. M., Singh, K. I., Gupta, M. K. & Devi, A. S. Morphometric analysis on different species of honeybees in NEH region of India. J. Agric. Ecol. 12, 62–73 (2021).
Siraj, M., Yaqoob, M., Ayoub, L., Bhat, B. A., Sheikh, M. A. & Irshad, S. S. Comparative morphometric studies of European honey bee (Apis mellifera L.) at different altitudes of Kashmir Region, India. Int. J. Environ. Clim. Change 12(11), 3507–3523 (2022).
Gana, B. Comparative Studies on the Ecology, Morphometric, and Honey Composition of Apis Mellifera L.(Hymenoptera: Apidae) in Kwara State, North-Central Nigeria (Kwara State University (Nigeria), 2018).
Yu, L. et al. Morphological characteristics and microsatellite DNA genetic diversity of Nigeria African honey bee, Anhui Apis mellifera and their hybrid generation II. Acta Ecol. Sin. 32(11), 3555–3564 (2012).
Niem, N. V. & Trung, L. Q. Morphological comparison of three Asian native honey bees (Apis cerana, A. dorsata, A. florea) in northern Vietnam and Thailand. Biotropia (1999).
Dukku, U. H. Evaluation of morphometric characters of honeybee (Apis mellifera L.) populations in Nigeria. PeerJ PrePrints 4, e1680v1681 (2016).
Cao, L. F. et al. Multivariate morphometric analyses of the giant honey bees, Apis dorsata F. and Apis laboriosa F. in China. J. Apic. Res. 51(3), 245–251 (2012).
Bidisha, R. & Basavarajappa, S. Fore and hind wings morphometry of Apis dorsata worker honeybees (Hymenoptera: Apidae) of geographically distinct areas of southern Karnataka, India. Int. J. Curr. Adv. Res. 7, 12025–12029 (2018).
Masrat, S. Morphometric studies of European honey bee (Apis mellifera L.) at different altitudes in Kashmir (SKUAST Kashmir, 2019).
Makhmoor, H. D. & Ahmad, H. Biometric studies on four species of honey bees in Jammu region, India. Indian Bee J. 60(3), 141–142 (1998).
Bouzeraa, H., Achou, M., Sellami, H. & Slotani, N. Study of the morphometric diversity of the population of honeybees (Apis mellifera) in the North-East Algeria. Eur. J. Exp. Biol. 6(6), 6–12 (2016).
Eswarappa, G., Kuberappa, G. C., Roopa, A. N., Jagadish, K. S. & Vazhacharickal, P. J. Pollination potentiality of different species of honey bees in increasing productivity of Chow-Chow (Sechium edule (Jacq) SW): An overview (2001).
Wang, H., Wu, Z., Zhao, J. & Wu, J. Nectar feeding by a honey bee’s hairy tongue: morphology, dynamics, and energy-saving strategies. Insects 12(9), 762 (2021).
Boyacioglu, D., Samanci, A. E., Tanugur & Samanci, T. Future prospects of propolis, bee pollen, royal jelly, and bee venom. In Bee Products and Their Applications in the Food and Pharmaceutical Industries 411–440 (Elsevier, 2022).
Waykar, B. & Alqadhi, Y. A. Beekeeping and bee products; boon for human health and wealth. Indian J. Pharm. Biol. Res. 4(3), 20 (2016).
Celis-Diez, J. L. et al. Wild floral visitors are more important than honeybees as pollinators of avocado crops. Agronomy 13(7), 1722 (2023).
Parveen, N. et al. Honey bee pathogenesis posing threat to its global population: A short review. Proc. Indian Natl. Sci. Acad. 88(1), 11–32. (2022).
Prata, J. C. & Martins da Costa, P. Honeybees and the one health approach. Environments 11(8), 161 (2024).
Di Prisco, G. et al. A mutualistic symbiosis between a parasitic mite and a pathogenic virus undermines honey bee immunity and health. Proc. Natl. Acad. Sci. 113(12), 3203–3208 (2016).
Harwood, Gyan, P. & Dolezal, A. G. Pesticide–virus interactions in honey bees: Challenges and opportunities for understanding drivers of bee declines. Viruses 12(5), 566 (2020).
Gätschenberger, H., Azzami, Klara, Tautz, J. & Beier, H. Antibacterial immune competence of honey bees (Apis mellifera) is adapted to different life stages and environmental risks. PLoS One, 8(6), e66415. (2013).
Lakhman, A. R., Galatіuk, O., Ye, Romanіshіna, T. А. & Behas, V. L. Antagonistic effect of Bacillus subtilis isolated and identified from different honey species against Klebsiella pneumoniae bee pathogens. Ukr. J. Vet. Agric. Sci. 4(3), 48–53 (2021).
Gnat, S., Łagowski, D., Nowakiewicz, A. & Dyląg, M. A global view on fungal infections in humans and animals: Opportunistic infections and microsporidioses. J. Appl. Microbiol. 131(5), 2095–2113 (2021).
Kibuchi, M. J. Klebsiella Pneumoniae Prevalence, Antibiotic Susceptibility and Social Demographic Factors Among Patients With Nosocomial Infections in Kiambu County, Kenya (Kenyatta University, 2021).
Snowdon, J. A. & Cliver, D. O. Microorganisms in honey. Int. J. Food Microbiol. 31(1–3), 1–26 (1996).
Östervald, F. The effect of diet on the cintestinal microbiome during overwintering in Apis mellifera Buckfast living in Sweden (2024).
Drzewiecka, D. Significance and roles of Proteus spp. bacteria in natural environments. Microb. Ecol. 72(4), 741–758 (2016).
Papadopoulou-Karabela, K., Iliadis, N., Liakos, V. & Bourdzy-Hatzopoulou, E. Experimental infection of honeybees by Pseudomonas aeruginosa. Apidologie 23(5), 393–397 (1992).
de Paula, G. T., Menezes, C., Pupo, M. T. & Rosa, C. A. Stingless bees and microbial interactions. Curr. Opin. Insect Sci. 44, 41–47 (2021).
Manirajan, B. A. et al. Diversity, specificity, co-occurrence and hub taxa of the bacterial–fungal pollen microbiome. FEMS Microbiol. Ecol. 94 (8), fiy112 (2018).
Acknowledgements
The authors extend their appreciation to the Deanship of Scientific Research and Graduate Studies at King Khalid University for funding this work through the Large Research Project under grant number RGP2/715/46.
Funding
This work is financially supported by the Deanship of Scientific Research and Graduate Studies at King Khalid University for funding this work through the Large Research Project under grant number RGP2/715/46.
Author information
Authors and Affiliations
Contributions
Author Contributions: Shazia Amin: Methodology, Formal Analysis, Investigation, Writing – original draft. Shakir Ullah: Writing – original draft, Writing – review & editing, Validation. Nasreen Nasreen: Methodology, Formal Analysis, Data curation, Validation. Ioannis A. Giantsis: Writing – review & editing, Validation. Maria V. Alavanou, Esmael M. Alyami, and Youssouf Ali Younous: Data curation, Software, Formal Analysis, Writing – original draft. Sadaf Niaz: Investigation, Validation, Resources. Adil Khan, and Turki M. Dawoud: Conceptualization, Supervision, Project administration.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethical approval and consent to participate
The Institutional Research Ethics Committee of Abdul Wali Khan University Mardan Pakistan approved the study. Notably, all animal experimentation was conducted in accordance with applicable laws, regulations, and guidelines, prioritizing animal welfare and minimizing any potential harm.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Amin, S., Ullah, S., Nasreen, N. et al. Molecular characterization of emerging bacterial communities associated with honey bees. Sci Rep (2026). https://doi.org/10.1038/s41598-026-42610-z
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-026-42610-z


