Diversity and Geographic Distribution of Free-Living Heterotrophic flagellates - Analysis by PRIMER
W.J. Lee and D.J. Patterson
Modified from Lee, W. J. and Patterson, D. J. (1998). Diversity and geographic distribution of free-living heterotrophic flagellates - analysis by PRIMER. Protist, 149: 229-243, and updated with data from Al Qassab et al. (2002) and otherobservations.
Summary Introduction Materials and methods Results Discussion Literature Sampling sites Excel spreadsheet
Summary: This account deals with the geographic distribution of approximately 350 species of heterotrophic flagellates (protozoa) which we have reported in over 30 inventories from sites around the world. The sites include marine and freshwater habitats, water column and benthic habitats, and ‘extreme’ (i.e. anoxic and hypersaline) habitats. The communities have been compared and analysed using the Cluster algorithm in the PRIMER package. We sought to minimise the impact of factors extrinsic to the actual distribution of organisms which may distort our perception of the geographic patchiness of organisms. In our analyses, communities from areas which are geographically close to each other do not cluster together. Communities from similar habitats cluster together (i.e., water column communities group together, as do benthic communities, or freshwater and marine communities), and communities from more unusual habitats segregate from those of less ‘extreme’ habitats. We argue that our capacity to draw robust conclusions on the distribution of these organisms is hampered by under-reporting. We favour a model in which there are relatively few species of free-living heterotrophic flagellates, and that most of these species have a cosmopolitan distribution.
Introduction.
The
degree of undescribed diversity among the protozoa is in dispute (Allsopp et
al. 1995; Corliss 1982; May 1990). Corliss (1982) estimated that there are about
115,000 species of extant protists. More generally, May (1990) argued that for
every 10-fold decrease in linear dimensions, there are 100-fold more taxa. He
reported a fall-off of several orders of magnitude in the number of known species
in the size range of protozoa. He was unable to determine if the paucity of
known species reflected a lack of taxonomic attention - as is suggested by the
apparent revelation of considerable undescribed microbial diversity by molecular
means (DeLong et al. 1993; Embley and Stackebrandt 1994; Giovannini et al. 1990;
Ward et al. 1990) or if there are few protozoan species - as has also been argued
(Fenchel 1993; Finlay 1997, 1998). The taxonomic foundations for the views of
Finlay and other protozoan ecologists (Cairns 1993) - that there are a small
number of species with a cosmopolitan distribution - have not been established
because uninterpreted records of taxa that are held to be conspecific are rarely
presented.
Heterotrophic
flagellates are significant members of the microbial communities which are important
and possibly dominating elements of the biota of natural aquatic ecosystems
(Azam et al. 1983; Sherr and Sherr 1988, 1994). Heterotrophic flagellates typically
occur at concentrations of about 100 ~ 100,000 cells ml-1 (Berninger et al.
1991). They are consumers of bacteria, are prey for metazoa, and catalyse the
recycling and remineralization of nutrients (Caron et al. 1988; Jürgen and Güde
1990; Kirchman 1994; Pace and Vaque 1994; Sherr and Sherr 1988).
The flagellates
are one of the four types of protozoa recognized from the earliest taxonomic
syntheses. This categorisation was based on the light microscopical appearance.
It has become clear that groupings of protists based on light microscopy are
often polyphyletic (Patterson 1994). An alternative view is that there are over
70 lineages of protists and these can be differentiated by reference to ultrastructural
characteristics (Patterson 1994). From this perspective, there are over 40 lineages
of heterotrophic flagellates. Heterotrophic flagellates therefore dominate the
high level diversity of eukaryotes.
Despite
their abundance in aquatic ecosystems and the dominance of high level diversity
of eukaryotes by flagellates, the species-level diversity of this group is largely
unknown. However, the recent review of all genera (Patterson and Larsen 1991)
makes a full catalogue of known species achievable within the near future.
Here,
we report on the degree of cosmopolitanism of heterotrophic flagellates, an
issue which bears on the global biodiversity of these organisms.
The geographic
distribution of organisms is determined by their evolutionary history and by
their physiological preferences - both of which limit the distribution of organisms
- and by the forces of dispersal will tend to obscure the patchiness arising
from evolutionary history (Zeitzschel 1990). We refer to these three factors
as intrinsic (Ekebom et al. 1996) Our capacity to perceive the geographic distribution
can be distorted by factors that are not inherent to the biology of the organisms.
The principal ‘extrinsic’ factors relate to sampling, taxonomic practices and
species concepts. These factors can distort our perceptions if they suggest
that communities which are dissimilar are similar, or if they suggest that communities
which are similar are dissimilar. Extrinsic factors which might have these kinds
of effects include the following.
(1) Under-sampling and under-reporting:
These apply when the number of species recorded from a site is (significantly)
less than the number of species present. It can be caused by a failure to completely
sample sub-habitats, by not taking account of temporal patchiness or by a failure
to include sparsely distributed species. Even if diversity is well sampled,
only a small number of species present may be reported (Finlay 1997, 1998).
The exclusion of rare species may lead to an erroneous generalization of cosmopolitanism,
but under-reporting which excludes species more randomly is likely to lead to
an erroneous sense of endemism. Sampling protocols structured specifically to
address the issue of under-reporting and undersampling are required.
(2) Taxonomic issues:
Individual taxonomists usually favour certain taxa and do not report on all
members of a community - an example being a preference for choanoflagellates
or scale-bearing taxa in some studies of heterotrophic flagellates(e.g., Thomsen
et al. 1997; Tong 1997b). Species lists generated by different authors may therefore
not be comparable and may lead to an erroneous sense of endemism.
(3) Lumpers and splitters:
Different taxonomists take different approaches about whether small differences
in appearance should form the basis for new species or not. When lists are compared,
those produced by lumpers will contain fewer species and will appear similar.
This will lead to a conclusion that the communities are relatively cosmopolitan.
Lists made by splitters from the same communities will include more species
and there will be less overlap. Comparison of these species lists may favour
the conclusion that the dissimilarity of the communities is as a result of endemism.
(4) Inconsistent nomenclature and identification:
A species of kinetoplastid which attaches to the substrate by the tip
of its posterior flagellum, has a recurrent anterior flagellum and feeds on
suspended bacteria is called Bodo saltans in the recent Western literature
and Pleuromonas jaculans in the Russian literature (Hänel 1979). The
widespread lack of type material adds to the difficulties of ensuring consistent
nomenclatures by workers isolated from each other. This can be resolved in part
by the use of uninterpreted records (photography, video, etc.). Differences
in nomenclature or identification exacerbate differences among species lists
and will favour a sense of endemism.
(5) Taxonomic instability:
With the passage of time, taxonomists may divide species, merge them, or move
them to different genera. These are normal changes in taxonomy. They make comparisons
among lists of species more difficult and will usually create an inappropriate
sense of endemism.
(6) Nomenclatural instability.
The names of taxa change when synonymies are established. Nominal taxa
with a short nomenclatural life are reported occasionally. Such taxa will appear
to have a restricted distribution even if they have a more widespread distribution.
This problem can be rectified when a full taxonomic history of each species
is developed.
(7) Species concepts:
Broad species concepts will lead to a sense of cosmopolitanism, narrow
concepts may lead to a sense of endemism. At this time, the alpha taxonomy of
heterotrophic flagellates is based on a morphospecies approach. In the case
of species bearing scales or other excrescences (choanoflagellates), the concept
may rely on electron-microscopical (i.e. more discriminatory) characteristics.
Genera with such traits tend to be more speciose - suggesting that traditional
morphospecies offer a facade behind which hide a much greater number of physiological
or molecular species (Cairns 1993).
(8) Subjective analysis of data:
If the mechanism by which statements about endemism are developed from
the data on distribution is not specified, then the reliability of the conclusions
must be questioned. We have carried out a series of studies in which we have
sought to minimise or standardise the effects of extrinsic factors. We carry
out surveys of living material. We work on site where possible to minimise problems
of loss of numbers of individuals and of the loss of identity of species associated
with fixing, storing or transporting samples (Kemp et al. 1993). We rely heavily
on photographic and video records to provide uninterpreted and archivable reference
material. We work with data from a small group of workers to minimise factors
2, 3 and 4. In this account, we address the issue of the subjective analysis
of data, and report on the analysis of data by PRIMER. Preliminary results were
reported by Ekebom et al. (1996).

The
data used in this analysis are available as an excel spreadsheet.
In a few cases we have updated information published previously - see the following
Table - because we are aware that some species were observed in earlier studies
but were not reported because of insufficient information; or that identifications
were incorrect. We have included these changes in the spreadsheet. We have also
updated some previously published lists to accommodate subsequent synonymies.
Below, sites included in this analysis. All sites are marine (inclusive of brackish and hypersaline) unless otherwise specified. Australian site, MB: marine plankton, FB: freshwater benthos, MI: marine ice, MAB: marine anoxic benthos.
|
Study area (pink = Australian) |
Abbreviation |
Source |
|
Ice |
||
|
Baltic Sea |
MI-Bal |
Ikävalko and Thomsen (1997) |
|
Planktonic |
||
|
Arctic Canada |
MP-Can |
Daugbjerg and Vørs (1992) & Vørs (1993a) |
|
Gulf of Finland |
MP-Fin |
Vørs (1992a) |
|
Danish coastal water |
MP-Den |
Vørs (1992b |
|
Arctic Greenland |
MP-Gre |
Vørs (1993a) |
|
Belize |
MP-Bel |
Vørs (1993b) |
|
North Atlantic |
MP-Atl |
Patterson et al. (1993) |
|
Pacific |
MP-Pac |
Vørs et al. (1995) |
|
Shark Bay |
MP-SB |
Tong (1997a) |
|
Southampton Water, England Antarctic (freshwater) |
MP-SW |
Tong (1997b, c), Tong (1994) |
|
Antarctic freshwater |
FP-Ant |
Tong et al. (1997) |
| Antarctic marine |
MP-Ant |
Tong et al. (1997) |
|
Baltic Sea |
MP-Bal |
Ikävalko and Thomsen (1997) |
|
Port Jackson |
MP-PJ |
Tong et al. (1998) |
|
Darwin |
MP-Dar | Unpublished Lee, Brandt, Vørs and Patterson |
|
Benthic |
||
|
Gulf of Finland |
MB-Fin |
Vørs (1992a) |
|
Fiji |
MB-Fiji |
Larsen and Patterson (1990) |
|
Rio de Janerio Brazil |
MB-Rio |
Larsen and Patterson (1990) |
|
Queensland |
MB-Qus |
Larsen and Patterson (1990) |
|
North Atlantic (deep) |
MB-Atl |
Patterson et al. (1993) |
|
One Tree Island |
MB-OTI |
Ekebom et al. (1996) |
|
Shark Bay - Little Lagoon (40‰) |
MB-SBLL |
Patterson and Simpson (1996) |
|
Shark Bay - Hamelin Pool (60‰) |
MB-SBHP |
Patterson and Simpson (1996), Al-Qasaab et al. (2002) |
|
Shark Bay - Hypersaline (150‰) |
MB-SBHY |
Patterson and Simpson (1996) |
|
Shark Bay - Saturated salt |
MB-SBSS |
Patterson and Simpson (1996) |
|
Anoxic Denmark |
MAB-Den |
Bernard et al. (2000) |
|
Anoxic Australia |
MAB-Aus |
Bernard et al. (2000) |
|
Anoxic Australia (freshwater) |
FAB-Aus |
Bernard et al. (2000) |
|
Port Botany |
MB-PB |
Lee and Patterson (2000), Lee (2001) |
|
Kogarah Bay |
MB-KB |
Lee (2001) |
|
Woolooware Bay |
MB-WB |
Lee (2001) |
|
Quibray Bay |
MB-QB |
Lee (2001) |
|
Avoca Beach |
MB-AB |
Lee (2001) |
|
Watsons Bay |
MB-WatB |
Lee (2001) |
|
Gippsland Basin (deep) |
MB-GB |
Lee (2001) |
|
Cape Tribulation |
MB-CT1 |
Lee (2001) |
|
Cape Tribulation |
MB-CT2 |
Lee (2001) |
|
Cape Tribulation |
MB-CT3 |
Lee (2001) |
|
Inchon-Korea |
MB-IC |
Lee (2002) |
|
Ganghwa-Korea |
MB-GH |
Lee (2002) |
|
Cape Tribulation (freshwater) |
FB-CT |
Unpublished Schroeckh, Lee and Patterson |
|
Darwin |
MB-Dar |
Unpublished Lee, Brandt, Vørs and Patterson. |
|
Tasmania (freshwater) |
FB-Tas |
Unpublished Lee, Simpson and Patterson |
Our
studies include records of about 350 species, about 290 of which are marine.
Almost 40% of the species and 25% of the genera were each reported once (i.e.
from a single site - Fig. 1). We obtained similar data when we analysed the
literature (Fig. 2). The analysis involves 13 studies of marine water column
organisms and 11 surveys of marine benthic organisms. We refer to 189 species
hfrom the water column and 154 species from benthic sites. Fifty-six species
have been reported from both types of marine habitats. Communities from marine
water column sites are rich in choanoflagellates and communities from insolated
sediments are rich in euglenids. ‘Extreme’ sites are those characterised by
conditions which inhibit growth and survival of many species (Noland and Gojdics
1967). We have included ‘extreme’ sites characterised by the absence of oxygen,
or sites which have very high levels of salt. Such habitats have a much reduced
diversity of heterotrophic flagellates. A few species (Amastigomonas debruynei,
Ancyromonas sigmoides, Bodo designis, Bodo saliens, Cafeteria
roenbergensis and Rhynchomonas nasuta) occur very widely. These
are small bacterivorous species. Rhynchomonas nasuta has been reported
in polar, temperate and tropical sites, northern and southern hemispheres,
in littoral and oceanic sites, in marine, and terrestrial sites (see Foissner
1987); from freshwater, saline water, hypersaline water and saturated salt
habitats, and from oxic and anoxic sites.

Figure 1 (left) shows the number of sites in which species (above) or genera (below) have been encountered in our surveys. Most species and genera have only been reported from one site.
Figure
1 (left) shows the number of sites in which species (above) or genera (below)
have been reported in the literature. Most species and genera have only been
reported from one site.
The similarities
of communities indicated by Cluster in PRIMER and based on the analysis of data
on genera is shown in Fig. 3.
Figure 2 Dendrogram showing the (Bray-Curtis) similarities (%) among communities; taxonomic information based on genera only.
Communities from the same geographic region (such as Australia) do not cluster
together. The first and second major separations (at about 13% and 20% similarity)
separate communities from ‘extreme’ habitats (anoxic and hypersaline) from more
‘normal’ habitats. Communities from anoxic habitats cluster together, whether
or not the original sites were marine or freshwater. The most remote community
within the normal cluster is that from the water column of freshwater lakes
in Antarctica - but we note that the species list is derived from two sampling
occasions and from material that was shipped from Antarctica to Sydney before
analysis. At a level of about 37% similarity, communities from comparable habitats
(all water column communities; all benthic communities) cluster together. The
benthic communities divide into freshwater and marine clusters at a level of
about 42% similarity.
Groupings
at higher levels of similarity usually cannot be rationalised against geography,
habitat type, or climate etc. Similar insights are obtained when the analysis
is carried on species data (Fig. 5). Species with unclear identity (i.e. species
reported as aff. or cfr.) have been excluded from this analysis. When compared
with the results on genera, there is minor repositioning of some branches relating
to communities from the water column and marine sediments.
Figure 4 Dendrogram showing the (Bray-Curtis) similarities (%) among communities; taxonomic information based on species only.
Communities from the same geographic regions do not cluster together. Communities
from ‘extreme’ habitats (firstly hypersaline then anoxic) are the most remote
in the analysis. In contrast to the analysis of genera, communities from freshwater
sediments cluster external to marine communities. Communities from the water
column form a discrete cluster (we regard deep water sediments are unusual for
reasons given below); and communities from marine sediments also cluster together.
We carried
out one analysis which embraced species lists from other authors (Fig. 5) and
the described communities failed to cluster with our own analyses from similar
geographical sites (Denmark, Finland, Greenland).

Figure 5. Dendrogram showing the (Bray-Curtis) similarities (%) between the communities from 31 surveys-being those included in figure 4 plus the data of Ilavalko and Thomsen (1997).
The data
presented here fail to allow an unambiguous picture to emerge. Most species
have been reported from one or a few sites (Fig. 1). This may be interpreted
as indicating endemism. The same result is obtained from a survey of the literature
on the geographic distribution of marine heterotrophic flagellates (Patterson
& Lee 2000). The same literature survey reveals that the majority of species
and the majority of publications relate to Europe. The high frequency with which
species are reported from a single location may not be due to endemism, but
to an extrinsic factor - an imbalance in the reporting of communities which
has favoured those from European sites.
The apparent endemism in Fig. 1 may also be caused if species are sparsely distributed and are therefore being under-reported. In support of this, the data indicate that over 150 species have been reported from marine sediments, yet frequently fewer than 50% of this number are reported from any one site. Our records suggest that the evidence of occurrence of many species is based on information from one cell or very few cells. Again, this suggests that many species are sparsely distributed and therefore rarely encountered, or are being under-reported for other reasons. About 54 species were described from Fiji in 1985 (Larsen and Patterson 1990). Yet, despite numerous taxonomic surveys, some species have not been described again. While this could be due to endemism, we believe that the study of Botany Bay supports the argument that many species are rare. The Botany Bay community appears distinctive because the community includes some genera (e.g. Clautriavia, Metanema, Heterochomonas, Salpingoeca, Sphenomonas and Stephanoeca) not reported from other benthic sites. Botany Bay is the most exhaustively surveyed benthic site and we attribute its distinctiveness to an increased number of records of rare taxa arising from the more intense nature of the survey. We therefore feel that the results given in Figure 1 are caused not by endemism but by under-reporting. As unique records may reflect rarity as well as endemism, another test for endemism must be generated. In our view this is the occurrence of species in b iogeographically proximate communities but not in distant communities from comparable habitats. In its crudest form, we would have evidence for endemism if we were to find the same species in several Australian sites but not encounter these species from, say, northern hemisphere, Atlantic locations.
Two data
sets deserve comment. The remote location of the community from freshwater plankton
in Antarctica may be attributable to the unusual processing of this sample (see
‘Materials and Methods’). The data for the mid-North Atlantic site (Patterson
et al. 1993) includes surveys of a variety of locations from 20º 28’N to 62º
50’N and of various depths and is therefore a more bundled list than any others
in the analysis.
Otherwise,
communities do not group by geography but segregate on habitat type - and this
is evident in the analyses of genera and species. These groupings are consistent
with the view (Fenchel 1987; Patterson et al. 1989) that the distribution of
protozoa is largely determined by ecophysiological factors such as oxygen, redox
potential, illumination, temperature, and so on.
Salinity appears to be a determining factor in community composition, as communities
from freshwaters and hypersaline habitats segregate from communities from habitats
with a normal salinity. Communities from the water column separate broadly on
the basis of temperature and/or latitude. One warm water element (Belize) clustered
with communities from cold water - but the species list from that site may have
been distorted because this material was shipped from Belize to Copenhagen for
analysis.
We included
one survey involving species lists from another group of workers (Ikävalko and
Thomsen 1997 from the Baltic Sea). The reported communities adopted a peripheral
location in our analysis (Fig. 5) and did not cluster with our own surveys from
similar habitats from the same geographic region (i.e. Denmark, Finland, Greenland).
This has confirmed our suggestion above that the involvement of different taxonomists
has the capacity to lead to spurious conclusions about endemism.
We attribute
the conflict between the apparent endemism suggested by taxon-based information
(Fig. 1) and the lack of endemism suggested by comparisons of communities (Figs
3, 4) to the incompleteness of the data. In the absence of more exhaustive studies,
we retain our model (Ekebom et al. 1996; Patterson and Simpson 1996; Tong et
al. 1997) that the constituents of these communities are not determined to any
detectable extent by geographic location, but they are determined by other factors
(habitat type). On the basis of this model, on our taxonomic studies, and on
a synthesis of the relevant literature (Patterson & Lee, 2000), we concur
with the view (Finlay 1997, 1998) that there is not a great diversity of morpho-species
of heterotrophic flagellates - perhaps no more than 3000 in total (dinoflagellates
excluded).
Two general
insights have therefore emerged. The first is the lack of strong evidence for
endemism, and this is in conflict with usual assumptions about metazoa, metaphyta
and indeed many algae (Tyler 1996). Secondly, the number of species in this
group is considerably fewer than might be expected from the diversity of bacteria
in natural ecosystems or from the abundance of individuals of flagellates in
aquatic ecosystems or from the fact that over half of the types of eukaryotic
organisation include or are exclusively the adaptive group called flagellates.
The sites
studied are in the Table above and shown in the associated figure. Communities
were examined on site with the exception of the materials from Antarctic sites
which was collected and shipped for examination in Sydney and from the Belize
site which was transported to Copenhagen for analysis.
Samples were obtained and processed as indicated elsewhere (Ekebom et al. 1996;
Tong et al. 1997). Analysis of similarities among genus and species were conducted
using the statistical package PRIMER version 4.0 beta (Clarke 1993). A matrix
comprising data for about 350 individual species at 31 different habitats has
been assembled (Appendix 1), and the species lists were extracted from published
and unpublished data (Table 1). We used PRIMER-CLUSTER, a hierarchical classification
technique based on the Bray-Curtis Similarity Coefficient calculated on presence
/ absence-transformed data employing group average sorting.