| Literature DB >> 26713235 |
Attila Molnár V1, János Pál Tóth2, Gábor Sramkó1,3, Orsolya Horváth1, Agnieszka Popiela4, Attila Mesterházy5, Balázs András Lukács6.
Abstract
Vegetative characters are widely used in the taxonomy of the amphibious genus Elatine L. However, these usually show great variation not just between species but between their aquatic and terrestrial forms. In the present study we examine the variation of seed and vegetative characters in nine Elatine species (E. brachysperma, E. californica, E. gussonei, E. hexandra, E. hungarica, E. hydropiper, E. macropoda, E. orthosperma and E. triandra) to reveal the extension of plasticity induced by the amphibious environment, and to test character reliability for species identification. Cultivated plant clones were kept under controlled conditions exposed to either aquatic or terrestrial environmental conditions. Six vegetative characters (length of stem, length of internodium, length of lamina, width of lamina, length of petioles, length of pedicel) and four seed characters (curvature, number of pits / lateral row, 1st and 2nd dimension) were measured on 50 fruiting stems of the aquatic and on 50 stems of the terrestrial form of the same clone. MDA, NPMANOVA Random Forest classification and cluster analysis were used to unravel the morphological differences between aquatic and terrestrial forms. The results of MDA cross-validated and Random Forest classification clearly indicated that only seed traits are stable within species (i.e., different forms of the same species keep similar morphology). Consequently, only seed morphology is valuable for taxonomic purposes since vegetative traits are highly influenced by environmental factors.Entities:
Keywords: Adaptation; Cultivation experiments; Macrophyte; Morphological variability; Seed characters; Seed-morphology; Vegetative characteristics; Water depth; Wetland ephemerophytes
Year: 2015 PMID: 26713235 PMCID: PMC4690399 DOI: 10.7717/peerj.1473
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Taxonomic position, distribution and sample source of nine Elatine species studied.
| Species | Section | Distribution | Locality |
|---|---|---|---|
| North-American ( | USA: Fallbrook (CA) (N33.4°, W117.4°) | ||
| North-American ( | USA: Los Angeles (CA) (N33.8°, W118.3°) | ||
| Central Mediterranean ( | Sicily: Modica (N36°, E14.7°) | ||
| Sub-Atlantic and Central-European ( | Poland: Poznan (N51.55°, E17.35°) | ||
| Temperate Eurasian ( | Hungary: Konyár (N47.3°, E21.7°) | ||
| Euro-Siberian ( | Hungary: Tiszagyenda (N47.4°, E20.5°) | ||
| Mediterranean ( | Sardinia: Olmedo (N40.6°, E8.4°) | ||
| Northern European ( | Finland: Oulu (N65.0°, E25.4°) | ||
| Cosmopolitan ( | Hungary: Kisköre (N47.5°, E20.5°) |
Figure 1Aquatic (continuously flooded) and terrestrial (growing on wet mud) forms with same age of three central European Elatine species cultivated in plastic boxes.
Scale bars represent 10 mm.
Figure 2Seed traits measured as examplified by three Elatine species studied.
Figure 3Morphological relationships among the surveyed Elatine species as displayed by MDA scatterplots (A, B) and UPGMA cluster diagrams (C, D).
Symbols indicate the group based on seed traits (A, C) and on vegetative traits (B, D).
MDA Cross validated classification based on vegetative traits.
Rows: given group; columns: predicted groups. The 77.7% of the specimens are correctly assigned.
| braAq | braTe | hydTe | hydAq | triTe | triAq | ortTe | ortAq | hexTe | hexAq | macTe | macAq | gusTe | gusAq | calTe | calAq | hunTe | hunAq | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| braAq | 46 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 50 |
| braTe | 0 | 40 | 1 | 0 | 0 | 0 | 1 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| hydTe | 0 | 4 | 28 | 0 | 0 | 0 | 2 | 1 | 3 | 1 | 0 | 0 | 0 | 0 | 3 | 0 | 8 | 0 | 50 |
| hydAq | 5 | 0 | 2 | 41 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| triTe | 0 | 0 | 0 | 0 | 45 | 0 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| triAq | 0 | 0 | 0 | 1 | 0 | 46 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| ortTe | 0 | 6 | 0 | 0 | 0 | 0 | 36 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 50 |
| ortAq | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| hexTe | 0 | 9 | 1 | 0 | 0 | 0 | 3 | 1 | 32 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 50 |
| hexAq | 6 | 7 | 1 | 0 | 6 | 0 | 0 | 0 | 6 | 19 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 50 |
| macTe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 42 | 4 | 0 | 0 | 0 | 3 | 0 | 0 | 50 |
| macAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 46 | 0 | 1 | 0 | 0 | 0 | 0 | 50 |
| gusTe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 | 9 | 0 | 1 | 0 | 0 | 50 |
| gusAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 | 0 | 1 | 0 | 0 | 50 |
| calTe | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 41 | 5 | 1 | 0 | 50 |
| calAq | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 9 | 37 | 0 | 0 | 50 |
| hunTe | 0 | 6 | 7 | 0 | 0 | 0 | 5 | 5 | 9 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 15 | 0 | 50 |
| hunAq | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 48 | 50 |
| Total | 57 | 73 | 44 | 44 | 51 | 46 | 49 | 61 | 62 | 27 | 42 | 52 | 40 | 59 | 62 | 48 | 35 | 48 | 900 |
Notes.
Elatine brachysperma
E. hydropiper
E. triandra
E. orthosperma
E. hexandra
E. macropoda
E. gussonei
E. californica
E. hungarica
Terrestrial
Aquatic
Figure 4Dotchart of variable importance as measured by a Random Forest for vegetative traits (Liaw & Wiener, 2002).
Confusion matrix from Random Forest classification based on vegetative traits.
| braAq | braTe | calAq | calTe | gusAq | gusTe | hexAq | hexTe | hunAq | hunTe | hydAq | hydTe | macAq | macTe | ortAq | ortTe | triAq | triTe | Classification error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| braAq | 38 | 0 | 0 | 1 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0.24 |
| braTe | 0 | 43 | 1 | 1 | 0 | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.14 |
| calAq | 0 | 0 | 37 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 0 | 0.26 |
| calTe | 0 | 0 | 6 | 40 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0.20 |
| gusAq | 0 | 0 | 0 | 0 | 47 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0.06 |
| gusTe | 0 | 0 | 1 | 0 | 2 | 47 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.06 |
| hexAq | 0 | 5 | 0 | 1 | 0 | 0 | 27 | 2 | 0 | 3 | 3 | 2 | 0 | 0 | 0 | 0 | 2 | 5 | 0.46 |
| hexTe | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 33 | 0 | 3 | 0 | 4 | 0 | 0 | 1 | 3 | 0 | 1 | 0.34 |
| hunAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 |
| hunTe | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 31 | 0 | 9 | 0 | 0 | 1 | 5 | 0 | 1 | 0.38 |
| hydAq | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 43 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 0.14 |
| hydTe | 0 | 2 | 0 | 3 | 0 | 0 | 2 | 2 | 0 | 11 | 0 | 28 | 0 | 0 | 2 | 0 | 0 | 0 | 0.44 |
| macAq | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 48 | 1 | 0 | 0 | 0 | 0 | 0.04 |
| macTe | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 46 | 0 | 0 | 0 | 0 | 0.08 |
| ortAq | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 46 | 0 | 0 | 0 | 0.08 |
| ortTe | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 43 | 0 | 0 | 0.14 |
| triAq | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 47 | 0 | 0.06 |
| triTe | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 47 | 0.06 |
Notes.
Abbreviations as in Table 2.
Figure 5Boxplots of the most discriminative vegetative traits among the nine Elatine species studied.
Terrestrial (T) and aquatic (A) forms significantly differed in all the species; the aquatic forms are relatively larger than terrestrial ones. Notations: Boxes mean 25–75 percentiles, lines are medians, squares are means, whiskers are standard deviations.
Kruskal–Wallis groups based on vegetative characters. The significance level set to 0.05.
Unique letters indicate significance different groups while the same letters mean statistically not different subsets.
| Stem | Pedicel | 1st petiole | 1st leaf | |
|---|---|---|---|---|
| braAq | a | a | a | a |
| braTe | bcd | a | bc | bcd |
| calAq | bef | ab | b | efgh |
| calTe | cd | bc | cde | efg |
| gusAq | eg | de | bcd | ae |
| gusTe | g | d | de | efgh |
| hexAq | cdh | c | bcd | bci |
| hexTe | ah | c | cde | fgh |
| hunAq | ch | ce | f | bd |
| hunTe | a | c | bcd | efg |
| hydAq | bdf | a | f | bd |
| hydTe | ah | a | bcd | fhi |
| macAq | bef | d | f | a |
| macTe | efg | de | f | aeg |
| ortAq | bcd | a | f | chi |
| ortTe | a | a | ae | a |
| triAq | bcd | a | b | d |
| triTe | a | a | de | bcd |
Notes.
Abbreviations as in Table 2.
Cross validated classification based on seed traits.
Rows: given group; columns: predicted groups. Only 50.7% of the specimens are correctly assigned.
| braTe | braAq | calTe | calAq | gusTe | gusAq | hexTe | hexAq | hunTe | hunAq | hydTe | hydAq | macTe | macAq | ortTe | ortAq | triTe | triAq | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| braTe | 10 | 29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7 | 3 | 50 |
| braAq | 9 | 41 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| calTe | 0 | 0 | 15 | 16 | 0 | 0 | 0 | 0 | 11 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| calAq | 0 | 0 | 16 | 14 | 0 | 0 | 0 | 0 | 12 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| gusTe | 0 | 0 | 0 | 0 | 38 | 10 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 50 |
| gusAq | 0 | 0 | 0 | 0 | 14 | 30 | 0 | 0 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 50 |
| hexTe | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 21 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 50 |
| hexAq | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 26 | 0 | 1 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 50 |
| hunTe | 0 | 0 | 10 | 6 | 0 | 7 | 0 | 0 | 23 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 50 |
| hunAq | 0 | 0 | 8 | 3 | 7 | 3 | 0 | 0 | 6 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| hydTe | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 17 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| hydAq | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16 | 33 | 0 | 0 | 0 | 0 | 0 | 0 | 50 |
| macTe | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 29 | 16 | 0 | 0 | 0 | 0 | 50 |
| macAq | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 7 | 0 | 0 | 0 | 0 | 22 | 13 | 0 | 0 | 1 | 0 | 50 |
| ortTe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 29 | 21 | 0 | 0 | 50 |
| ortAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 22 | 0 | 0 | 50 |
| triTe | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 23 | 18 | 50 |
| triAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | 28 | 50 |
| Total | 26 | 70 | 52 | 39 | 59 | 50 | 53 | 58 | 55 | 45 | 47 | 50 | 62 | 34 | 55 | 43 | 53 | 49 | 900 |
Notes.
Abbreviations as in Table 2.
Figure 6Dotchart of variable importance as measured by a Random Forest for seed traits.
Confusion matrix from Random Forest classification based on seed traits.
| braAq | braTe | calAq | calTe | gusAq | gusTe | hexAq | hexTe | hunAq | hunTe | hydAq | hydTe | macAq | macTe | ortAq | ortTe | triAq | triTe | Class. error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| braAq | 29 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.42 |
| braTe | 26 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 2 | 0.62 |
| calAq | 0 | 0 | 18 | 19 | 0 | 0 | 0 | 0 | 4 | 8 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0.64 |
| calTe | 0 | 0 | 20 | 20 | 0 | 0 | 0 | 0 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.60 |
| gusAq | 0 | 0 | 0 | 0 | 34 | 13 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0.32 |
| gusTe | 0 | 0 | 0 | 0 | 16 | 32 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.36 |
| hexAq | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 21 | 1 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 1 | 0.64 |
| hexTe | 0 | 0 | 0 | 0 | 0 | 0 | 19 | 24 | 1 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0 | 0 | 0.52 |
| hunAq | 0 | 0 | 3 | 5 | 3 | 2 | 0 | 0 | 25 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.50 |
| hunTe | 0 | 0 | 8 | 7 | 4 | 2 | 0 | 0 | 6 | 23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.54 |
| hydAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0.26 |
| hydTe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | 30 | 0 | 0 | 0 | 0 | 0 | 0 | 0.40 |
| macAq | 0 | 1 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 0 | 20 | 21 | 0 | 0 | 0 | 0 | 0.60 |
| macTe | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 1 | 0 | 0 | 0 | 0 | 24 | 20 | 0 | 0 | 0 | 0 | 0.60 |
| ortAq | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 23 | 27 | 0 | 0 | 0.54 |
| ortTe | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 25 | 0 | 0 | 0.50 |
| triAq | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 26 | 22 | 0.48 |
| triTe | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 27 | 17 | 0.66 |
Notes.
Abbreviations as in Table 2.
Figure 7Boxplots of the most discriminative seed traits among the nine Elatine species studied. Terrestrial (T) and aquatic (A) forms are not significantly different in all the species.
Notations: Boxes mean 25–75 percentiles, lines are medians, squares are mean, whiskers are standard deviations.
Kruskal–Wallis groups based on seed traits. The significance level set to 0.05.
Unique letters indicates significantly different groups while the same letters mean significantly not different subsets.
| ID | Number of pits | Curvature |
|---|---|---|
| braAq | abc | ab |
| braATe | abcd | a |
| calAq | efg | cde |
| calTe | defg | cde |
| gusAq | h | c |
| gusTe | h | cde |
| gusAq | abcde | bf |
| hexTe | abc | abf |
| hunAq | adef | c |
| hunTe | abde | cd |
| hydAq | ij | e |
| hydTe | i | de |
| macAq | bch | f |
| macTe | ch | f |
| ortAq | ij | abf |
| ortTe | i | abf |
| triAq | gj | ab |
| triTe | fg | abf |
Notes.
Abbreviations as in Table 2.