Abstract
Many debates surround the generalization of Rapoport’s rule (i.e., the presence of a positive correlation between range size and latitude); however, little attention has been devoted to this spatial pattern (1) worldwide and (2) for pathogenic microorganisms. In this study, we analyzed this relationship for 290 human pathogenic species dispersed throughout the world to test whether pathogenic organisms with different ecological niches and strategies will show this trend. The midpoint method was used to calculate the correlation between the geographical range size and the latitude applied to different subsets of pathogens, including taxonomic subdivisions (bacteria, viruses, helminths, protozoans, and fungi) and categories based on transmission mode and host specificity. It is assumed that Rapoport’s spatial pattern may exist for human infectious diseases, whatever hemisphere is considered, for 5 to 7 of 8 of the selected groups, depending on the pathogen species included. This is the first study performed to investigate Rapoport’s pattern at a global scale for various pathogenic organisms. We also discuss how three well-known spatial patterns of diversity, i.e., latitudinal gradient, nested species pattern, and Rapoport’s rule, may vary together to produce the actual large-scale geographical distribution of human pathogenic species observed on Earth. These findings have important messages for understanding the distribution and the diffusion of human pathogenic species; however, further studies are needed to investigate the exact underlying mechanisms responsible for those patterns.
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References
Anderson RM, May RM (1979) Population biology of infectious diseases: part I. Nature 280:361-367
Blackburn TM, Gaston KJ (1996) Spatial patterns in the geographic range sizes of bird species in the New World. Philosophical transactions of the Royal Society of London, B: Biological Sciences 351:897-912
Brown JH (1995) Macroecology, Chicago, IL: University of Chicago Press
Brown JH, Gillooly JF, West GB, Savage VM (2003) The next step in macroecology: from general empirical patterns to universal ecological laws. In: Macroecology: Concepts and Consequences, Blackburn TM, Gaston KJ (editors), Cambridge, UK: Cambridge University Press, pp 408-424
Cardillo M (2002) The life-history basis of latitudinal diversity gradients: how do species traits vary from the poles to the equator? Journal of Animal Ecology 71:79-87
Chown SL, Sinclair BJ, Leinaas HP, Gaston KJ (2004) Hemispheric asymmetries in biodiversity: a serious matter for ecology. PLoS Biology 2:e406 (DOI: 10.1371/journal.pbio.0020406)
Colwell RK, Hurtt GC (1994) Nonbiological gradients in species richness and a spurious Rapoport effect. American Naturalist 144:570-595
Curtis TP, Sloan WT, Scannell JW (2002) Estimating prokaryotic diversity and its limits. Proceedings of the National Academy of Sciences USA 99:10494–10499
Diamond JM (1975) Assembly of species communities. In: Ecology and Evolution of Communities, Cody ML, Diamond JM (editors), London, UK: Belknap Press of Harvard University Press, pp 342-444
Diniz-Filho JAF, Tôrres NM (2002) Rapoport effect in South American Carnivora (Mammalia): null models under geometric and phylogenetic constraints. Brazilian Journal of Biology 62:437-444
Eldredge N (1992) Intersections between the genealogical and ecological realms. In: Systematics, Ecology, and the Biodiversity Crisis, Eldredge N (editor), New York, NY: Columbia University Press, pp 1-14
France R (1992) The North American latitudinal gradient in species richness and geographical range of freshwater crayfish and amphipods. American Naturalist 139:342-354
Gaston KJ (1994) Measuring geographic range sizes. Ecography 17:198-205
Gaston KJ (2003) The Structure and Dynamics of Geographic Ranges, Oxford, UK: Oxford University Press
Gaston KJ, Blackburn TM (1996) Global scale macroecology: interactions between population size, geographic range size and body size in the Anseriformes. Journal of Animal Ecology 65:701-714
Gaston KJ, Blackburn TM (2000) Pattern and process in macroecology, Oxford, UK: Blackwell Science
Gaston KJ, Blackburn TM, Spicer JI (1998) Rapoport’s rule: time for an epitaph? Trends in Ecology and Evolution 13:70-74
Gaston KJ, Chown SL (1999) Why Rapoport’s rule does not generalise. Oikos 84:309-312
Gaston KJ, Williams PH (1996) Spatial patterns in taxonomic diversity. In: Biodiversity: A Biology of Numbers and Difference, Gaston KJ (Ed.), Cambridge, UK: Blackwell Science, 202-229
Guégan J-F, Morand S, Poulin R (2005) Are there general laws in parasite community ecology? The emergence of spatial parasitology and epidemiology. In: Parasitism and Ecosystems, Thomas F, Renaud F, Guégan J-F (Ed.), Oxford, UK: Oxford University Press, 22-42
Guernier V, Hochberg ME, Guégan J-F (2004) Ecology drives the worldwide distribution of human diseases. PLoS Biology 2:e141 (DOI: 10.1371/journal.pbio.0020141)
Hanski I (1982) Dynamics of regional distribution: the core and satellite species hypothesis. Oikos 38:210–221
Harcourt AH (2000) Latitude and latitudinal extent: a global analysis of the Rapoport effect in a tropical mammalian taxon: primates. Journal of Biogeography 27:1169-1182
Hausdorf B (2006) Latitudinal and altitudinal diversity patterns and Rapoport effects in north-west European land snails and their causes. Biological Journal of the Linnean Society 87:309-323
Hawkins BA (1990) Global patterns of parasitoid assemblage sizes. Journal of Animal Ecology 59:57-72
Hillebrand H, Watermann F, Karez R, Berninger U-G (2001) Differences in species richness patterns between unicellular and multicellular organisms. Oecologia 126:114-124
Hufnagel L, Brockmann D, Geisel T (2004) Forecast and control of epidemics in a globalized world. Proceedings of the National Academy of Sciences USA 101:15124-15129
Hughes Martiny JB, Bohannan BJM, Brown JH, Colwell RK, Fuhrman JA, Green JL, et al. (2006) Microbial biogeography: putting microorganisms on the map. Nature 4:102-112
Krasnov BR, Poulin R, Shenbrot GI, Mouillot D, Khokhlova IS (2005) Host specificity and geographic range in haematophagous ectoparasites. Oikos 108:449-456
Krasnov BR, Shenbrot GI, Khokhlova IS, Mouillot D, Poulin R (2008a) Latitudinal gradients in niche breadth: empirical evidence from haematophagous ectoparasites. Journal of Biogeography 35:592-601
Krasnov BR, Shenbrot GI, Khokhlova IS, Vinarski M, Korallo-Vinarskaya N, Poulin R (2008b) Geographical patterns of abundance: testing expectations of the ‘abundance optimum’ model in two taxa of ectoparasitic arthropods. Journal of Biogeography 35:2187-2194
Kinlan BP, Gaines SD (2003) Propagule dispersal in marine and terrestrial environments: a community perspective. Ecology 84:2007-2020
Letcher AJ, Harvey PH (1994) Variation in geographical range size among mammals of the Palearctic. American Naturalist 144:30-42
Lindenfors P, Nunn CL, Jones KE, Cunningham AA, Sechrest W, Gittleman JL (2007) Parasite species richness in carnivores: effects of host body mass, latitude, geographical range and population density. Global Ecology and Biogeography 16:496-509
Lyons SK, Willig MR (1997) Latitudinal patterns of range size: methodological concerns and empirical evaluations for New World bats and marsupials. Oikos 79:568-580
Merino S, Moreno J, Vasquez RA, Martinez J, Sanchez-Monsalvez I, Estades CF, et al. (2008) Haematozoa in forest birds from southern Chile: Latitudinal gradients in prevalence and parasite lineage richness. Austral Ecology 33:329-340
Morin X, Chuine I (2006) Niche breadth, competitive strength and range size of tree species: a trade-off based framework to understand species distribution. Ecology Letters 9:185-195
Nee S (2003) Unveiling prokaryotic diversity. Trends in Ecology and Evolution 18:62-63
Nunn CL, Altizer SM, Sechrest W, Cunningham AA (2005) Latitudinal gradients of parasite species richness in primates. Diversity and Distribution 11:249-256
Pagel MD, May RM, Collie AR (1991) Ecological aspects of the geographical distribution and diversity of mammalian species. American Naturalist 137:791-815
Patterson BD, Atmar W (1986) Nested subsets and the structure of insular mammalian faunas and archipelagos. Biological Journal of the Linnean Society 28:65-82
Patterson BD, Brown JH (1991) Regionally nested patterns of species composition in granivorous rodent assemblages. Journal of Biogeography 18:395-402
Pianka ER (1989) Latitudinal gradients in species diversity. Trends in Ecology and Evolution 4:223
Pither J (2003) Climate tolerance and inter-specific variation in geographic range size. Proceedings of the Royal Society, London B: Biological Sciences 270:475-481
Poulin R, Guégan J-F (2000) Nestedness, anti-nestedness, and the relationship between prevalence and intensity in ectoparasite assemblages of marine fish: a spatial model of species coexistence. International Journal for Parasitology 30:1147-1152
Poulin R, Krasnov BR, Shenbrot GI, Mouillot D, Khokhlova IS (2006) Evolution of host specificity in fleas: is it directional and irreversible? International Journal for Parasitology 36:185-191
Rapoport EH (1982) Areography: Geographical Strategies of Species, Oxford: Pergamon Press
Ribas CR, Schoereder JH (2006) Is the Rapoport effect widespread? Null models revisited. Global Ecology and Biogeography 15:614-624
Ricklefs RE, Latham RE (1992) Intercontinental correlation of geographic ranges suggests stasis in ecological traits of relict genera of temperate perennial herbs. American Naturalist 139:1305-1321
Rohde K (1996) Rapoport’s rule is a local phenomenon and cannot explain latitudinal gradients in species diversity. Biodiversity Letters 3:10-13
Rohde K (1999) Latitudinal gradients in species diversity and Rapoport’s rule revisited: a review of recent work, and what can parasites teach us about the causes of gradients? Ecography 22:593-613
Rohde K, Heap M (1998) Latitudinal differences in species and community richness and in community structure of metazoan endo- and ectoparasites of marine teleost fish. International Journal for Parasitology 28:461-474
Rohde K, Heap M, Heap D (1993) Rapoport’s rule does not apply to marine teleosts and cannot explain latitudinal gradients in species richness. American Naturalist 142:1-16
Rosenzweig ML (1995) Species Diversity in Space and Time, Cambridge, UK: Cambridge University Press
Ruggiero A (1994) Latitudinal correlates of the sizes of mammalian geographical ranges in South America. Journal of Biogeography 21:545-559
Ruggiero A, Werenkraut V (2007) One-dimensional analyses of Rapoport's rule reviewed through meta-analysis. Global Ecology and Biogeography 16:401–414
Sax DF (2001) Latitudinal gradients and geographic ranges of exotic species: implications for biogeography. Journal of Biogeography 28:139-150
Shenbrot G, Krasnov B, Lu L (2007) Geographical range size and host specificity in ectoparasites: a case study with Amphipsylla fleas and rodent hosts. Journal of Biogeography 34:1679-1690
Sizling AL, Storch D, Keil P (2009) Rapoport’s rule, species tolerances, and the latitudinal diversity gradient: geometric considerations. Ecology 90:3575-3586
Smith FDM, May RM, Harvey PH (1994) Geographical ranges of Australian mammals. Journal of Animal Ecology 63:441-450
Smith KF, Sax DF, Gaines SD, Guernier V, Guégan J-F (2007) Globalization of human infectious diseases. Ecology 88:1903-1910
Stauffer D, Rohde K (2006) Simulation of Rapoport’s rule for latitudinal species spread. Theory in Biosciences 125:55-65
Stevens GC (1989) The latitudinal gradient in geographical range: how so many speciescoexist in the tropics. American Naturalist 133:240-256
Stevens GC (1992a) The elevational gradient in altitudinal range: an extension of Rapoport’s latitudinal rule to altitude. American Naturalist 140:893-911
Stevens GC (1992b) Spilling over the competitive limits to species coexistence. In: Systematics, ecology, and the biodiversity crisis, Eldredge N (Ed.), New York, NY: Columbia University Press, 40-58
Venables WN, Ripley BD (1999) Modern Applied Statistics with S-PLUS, 3rd edn, New York, NY: Springer
Woolhouse MEJ, Gowtage-Sequeria S (2005) Host range and emerging and reemerging pathogens. Emerging Infectious Diseases 11:1842-1847
Weiser MD, Enquisit BJ, Boyle B, Killeen TJ, Jørgensen PM, Fonseca G, et al. (2007) Latitudinal patterns of range size and species richness of New World woody plants. Global Ecology and Biogeography 16:679-688
Whittaker RJ, Willis KJ, Field R (2001) Scale and species richness: towards a general, hierarchical theory of species diversity. Journal of Biogeography 28:453-470
Yang XB, Feng F (2001) Ranges and diversity of soybean fungal diseases in North America. Phytopathology 91:769-775
Zar J (1996) Biostatistical Analysis, 3rd edn, New Jersey: Prentice Hall
Acknowledgments
The authors are grateful to Katherine F. Smith for useful criticisms and comments on a previous version of this paper. The manuscript benefited greatly from the comments by two anonymous referees. The CRVOI (Centre for Scientific Research and Intelligence on Emerging Infectious Diseases in the Indian Ocean), the Institut de Recherche pour le Développement, the Centre National de la Recherche Scientifique and the French School of Public Health supported this work.
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Guernier, V., Guégan, JF. May Rapoport’s Rule Apply to Human Associated Pathogens?. EcoHealth 6, 509–521 (2009). https://doi.org/10.1007/s10393-010-0290-5
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DOI: https://doi.org/10.1007/s10393-010-0290-5