Journal of Animal Reproduction and Biotechnology 2024; 39(1): 31-39
Published online March 31, 2024
https://doi.org/10.12750/JARB.39.1.31
Copyright © The Korean Society of Animal Reproduction and Biotechnology.
Kélig Mahé1,* , Julien Taconet1,2, Blandine Brisset2, Claire Gentil2, Yoann Aumond2, Hugues Evano2, Louis Wambergue2, Romain Elleboode1, Tévamie Rungassamie3 and David Roos2
1Unité HMMN, IFREMER, Laboratory of Fisheries, Boulogne-sur-Mer 62321, France
2Délégation Océan Indien, IFREMER Institute, La Réunion 97822, France
3Réserve Naturelle Marine de La Réunion, La Réunion 97822, France
Correspondence to: Kélig Mahé
E-mail: kelig.mahe@ifremer.fr
This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Background: The biological information of fish, which include reproduction, is the prerequisite and the basis for the assessment of fisheries.
Methods: The aim of this work was to know the reproductive biology with the first sexual maturity (TL50) and the spawning period for 58 mainly fish species in the waters around La Réunion Island (Western Indian Ocean). Twenty families belonging to the Actinopterygii were represented (acanthuridae, berycidae, bramidae, carangidae, cirrhitidae, gempylidae, holocentridae, kyphosidae, labridae, lethrinidae, lutjanidae, malacanthidae, monacanthidae, mullidae, polymixiidae, pomacentridae, scaridae, scorpaenidae, serranidae, sparidae; 56 species; n = 9,751) and two families belonging to the Elasmobranchii (squalidae, centrophoridae; 2 species; n = 781) were sampled. Between 2014 and 2022, 10,532 individuals were sampled covering the maximum months number to follow the reproduction periods of these species.
Results: TL50 for the males and the females, respectively, ranged from 103.9 cm (Acanthurus triostegus) to 1,119.3 cm (Thyrsitoides marleyi) and from 111.7 cm (A. triostegus) to 613.1 cm (Centrophorus moluccensis). The reproduction period could be very different between the species from the very tight peak to a large peak covered all months.
Conclusions: Most species breed between October and March but it was not the trend for all species around La Réunion Island.
Keywords: gonad observation, reproduction period, reproductive maturity stages, size at the first sexual maturity
The biological parameters (i.e. growth and reproduction) are essentially to management the fish population (Jakobsen et al., 2009). Fish reproductive biology is the necessary step to evaluate the reference points as spawning stock biomass and the maturity ogive, which are integrated in the stock assessment models (Jakobsen et al., 2009). The lack or scarcity of these biological information, can lead to over-exploitation of fisheries resources. The main commercial demersal tropical fishes, along with snappers (Lutjanidae), groupers (Serranidae), emperors (Lethrinidae), carangids (Carangidae), soldierfishes (Holocentridae) and goatfishes (Mullidae) support locally important artisanal fisheries throughout the Indo-Pacific region, but quantitative assessments of these species have been limited by a lack of adequate biological and fisheries data (Newman et al., 2016; Halim et al., 2020), including around La Réunion Island (Le Manach et al., 2015). Among 123 fish species followed around La Réunion Island (Roos et al., 2022), The main objective of this study was to provide the reproductive biology information with the first sexual maturity and the spawning period for 58 mainly fish species required for the management of fisheries resources.
All fish sampled during scientific surveys, and some specimen were added from commercial landings to complete the length range or the months without surveys. During eight years (i.e. between 2014 and 2022), 10,532 individuals of 58 species were sampled. Twenty families belonging to the Actinopterygii were represented (acanthuridae, berycidae, bramidae, carangidae, cirrhitidae, gempylidae, holocentridae, kyphosidae, labridae, lethrinidae, lutjanidae, malacanthidae, monacanthidae, mullidae, polymixiidae, pomacentridae, scaridae, scorpaenidae, serranidae, sparidae; 56 species; n = 9,751) and two families belonging to the Elasmobranchii (squalidae, centrophoridae; 2 species; n = 781) were sampled (Table 1). All individuals were taken to the laboratory for accurate measurements. Each individual was measured to the nearest mm for total length (
Table 1 . Sampling details (number and length by sex: males, M; females, F and immatures, I) with the first sexual maturity (TL50;
Famille | Latin mame | Number | Length of adults (F+M) | Length of Males | Length of Females | TL50 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total | Males | Females | Immatures | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Males | Females | Adultes (F+M) | |||
542 | 214 | 225 | 103 | 152.0 | 21.3 | 34-199 | 154.6 | 18.0 | 99-199 | 150.7 | 16.4 | 95-192 | 103.91 | 111.68 | 108.30 | 0.21 | ||
63 | 40 | 18 | 5 | 322.7 | 86.6 | 167-469 | 336.1 | 77.3 | 208-459 | 266.1 | 86.0 | 167-426 | 214.39 | 204.65 | ||||
176 | 98 | 67 | 11 | 299.6 | 94.9 | 157-557 | 322.8 | 93.4 | 167-557 | 266.5 | 91.8 | 157-532 | 247.76 | 209.43 | 231.65 | < 0.05 | ||
49 | 20 | 27 | 2 | 503.1 | 67.6 | 350-610 | 458.9 | 57.2 | 350-550 | 528.9 | 58.9 | 388-610 | ||||||
236 | 96 | 127 | 13 | 680.6 | 135.1 | 452-1,000 | 661.3 | 126.0 | 470-910 | 692.8 | 142.2 | 452-1,000 | 628.56 | 521.05 | 575.55 | 0.09 | ||
65 | 45 | 20 | 0 | 609.1 | 96.0 | 433-838 | 621.1 | 100.2 | 467-838 | 582.0 | 81.9 | 433-710 | ||||||
63 | 23 | 29 | 11 | 266.9 | 26.0 | 193-326 | 267.0 | 23.7 | 233-313 | 264.6 | 29.9 | 193-326 | 215.05 | 215.06 | ||||
69 | 31 | 38 | 0 | 589.1 | 309.0 | 0-876 | 644.5 | 182.6 | 0-741 | 543.9 | 379.2 | 0-876 | 548.51 | 613.07 | 556.26 | < 0.05 | ||
69 | 42 | 24 | 3 | 189.5 | 22.1 | 140-252 | 196.8 | 18.0 | 168-252 | 177.3 | 23.5 | 140-223 | ||||||
86 | 28 | 53 | 5 | 381.1 | 77.0 | 216-564 | 356.0 | 68.3 | 263-490 | 401.8 | 73.4 | 282-564 | 386.05 | 356.92 | 361.93 | < 0.05 | ||
135 | 16 | 115 | 4 | 298.6 | 50.8 | 0-425 | 257.4 | 21.1 | 222-320 | 306.7 | 43.0 | 0-425 | ||||||
36 | 9 | 24 | 3 | 1,092.4 | 463.0 | 222-1,890 | 1,009.8 | 342.0 | 410-1,280 | 1,223.3 | 426.0 | 320-1,890 | 1,119.30 | |||||
122 | 60 | 55 | 7 | 233.3 | 43.4 | 126-308 | 239.8 | 42.2 | 126-308 | 229.9 | 42.4 | 127-292 | 129.96 | |||||
87 | 48 | 37 | 2 | 206.1 | 20.2 | 150-255 | 215.9 | 18.1 | 182-255 | 194.8 | 15.5 | 150-215 | 155.99 | 159.95 | ||||
73 | 23 | 46 | 4 | 200.5 | 29.5 | 145-255 | 198.2 | 25.1 | 145-234 | 205.4 | 30.0 | 146-255 | ||||||
40 | 16 | 21 | 3 | 283.2 | 43.7 | 165-360 | 291.0 | 43.4 | 188-360 | 282.8 | 38.4 | 184-344 | ||||||
38 | 13 | 22 | 3 | 268.2 | 52.1 | 181-371 | 275.8 | 50.0 | 220-361 | 268.4 | 54.3 | 196-371 | 210.31 | 212.85 | ||||
27 | 14 | 12 | 1 | 317.4 | 27.6 | 244-365 | 326.1 | 16.9 | 296-353 | 308.7 | 35.4 | 244-365 | 289.89 | 287.68 | ||||
32 | 19 | 13 | 0 | 327.6 | 63.0 | 205-470 | 305.8 | 48.7 | 205-360 | 359.3 | 69.7 | 271-470 | 241.23 | 240.18 | ||||
25 | 17 | 7 | 1 | 306.7 | 49.4 | 203-395 | 292.9 | 48.9 | 203-395 | 347.0 | 23.5 | 304-375 | ||||||
79 | 13 | 56 | 10 | 314.1 | 76.9 | 184-477 | 355.5 | 73.9 | 184-473 | 305.1 | 77.0 | 200-477 | ||||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
125 | 36 | 87 | 2 | 339.6 | 66.5 | 192-464 | 401.1 | 17.5 | 354-433 | 315.1 | 61.7 | 194-464 | 208.62 | 208.62 | ||||
162 | 90 | 64 | 8 | 429.8 | 91.4 | 211-786 | 429.5 | 92.5 | 211-786 | 434.4 | 92.6 | 319-769 | 353.70 | 381.76 | 368.81 | < 0.05 | ||
65 | 40 | 24 | 1 | 443.1 | 123.2 | 212-893 | 427.3 | 106.2 | 288-670 | 477.5 | 137.2 | 323-893 | 324.04 | 320.30 | ||||
1,700 | 881 | 777 | 42 | 277.1 | 70.9 | 139-1,250 | 270.6 | 59.3 | 164-980 | 286.7 | 81.4 | 153-1,250 | 183.95 | 183.46 | 188.18 | 0.87 | ||
193 | 85 | 98 | 10 | 455.6 | 249.2 | 206-1,155 | 450.6 | 240.2 | 206-1,068 | 480.0 | 268.1 | 220-1,155 | 391.99 | 394.25 | 397.49 | 0.83 | ||
25 | 6 | 19 | 0 | 177.2 | 19.3 | 147-217 | 166.5 | 14.3 | 147-189 | 180.6 | 19.7 | 152-217 | ||||||
753 | 360 | 373 | 20 | 219.6 | 34.9 | 110-336 | 230.1 | 37.1 | 150-336 | 211.2 | 28.9 | 110-281 | 180.22 | 147.11 | 161.29 | < 0.05 | ||
397 | 201 | 195 | 1 | 215.2 | 22.8 | 143-277 | 224.3 | 22.3 | 155-277 | 206.2 | 19.0 | 143-247 | ||||||
647 | 317 | 317 | 13 | 232.2 | 31.8 | 122-317 | 239.4 | 31.3 | 162-316 | 226.8 | 29.6 | 140-317 | 148.06 | 149.34 | ||||
300 | 98 | 171 | 31 | 262.8 | 51.1 | 155-576 | 273.3 | 61.1 | 157-576 | 264.4 | 42.3 | 165-383 | 326.90 | 310.35 | 317.37 | 0.18 | ||
270 | 140 | 129 | 1 | 501.8 | 128.3 | 270-865 | 514.9 | 132.0 | 282-865 | 487.6 | 123.0 | 270-815 | 388.63 | 346.15 | 369.62 | < 0.05 | ||
33 | 16 | 15 | 2 | 342.7 | 42.9 | 247-422 | 356.1 | 36.2 | 303-422 | 326.7 | 48.0 | 247-410 | ||||||
56 | 25 | 25 | 6 | 279.9 | 35.2 | 185-355 | 274.4 | 27.6 | 185-312 | 292.8 | 38.5 | 233-355 | 240.00 | 219.39 | ||||
421 | 45 | 45 | 331 | 137.9 | 64.2 | 85-415 | 197.1 | 79.4 | 95-319 | 242.5 | 86.5 | 97-415 | 185.17 | 204.51 | 207.04 | 0.37 | ||
58 | 26 | 31 | 1 | 332.5 | 58.4 | 193-452 | 339.0 | 50.4 | 215-429 | 328.7 | 65.1 | 193-452 | 259.33 | 240.43 | 247.93 | 0.61 | ||
269 | 98 | 113 | 58 | 226.1 | 55.6 | 79-401 | 255.7 | 61.7 | 141-401 | 213.1 | 37.3 | 129-352 | 218.90 | 199.22 | 212.92 | 0.63 | ||
72 | 17 | 46 | 9 | 230.4 | 63.8 | 151-430 | 248.2 | 89.2 | 151-430 | 226.0 | 57.7 | 160-429 | ||||||
107 | 49 | 25 | 33 | 309.3 | 148.8 | 70-519 | 379.6 | 30.5 | 311-457 | 440.8 | 35.5 | 366-519 | 256.55 | |||||
27 | 20 | 6 | 1 | 206.2 | 11.3 | 180-227 | 203.9 | 11.8 | 180-227 | 213.8 | 6.4 | 207-224 | ||||||
67 | 26 | 39 | 2 | 354.5 | 55.3 | 186-456 | 384.0 | 55.4 | 202-456 | 334.0 | 47.4 | 186-403 | 245.72 | 240.00 | 240.00 | 0.81 | ||
168 | 72 | 87 | 9 | 321.4 | 84.1 | 175-765 | 333.1 | 89.5 | 175-765 | 312.1 | 80.8 | 182-560 | 209.58 | 200.53 | ||||
117 | 68 | 44 | 5 | 278.6 | 47.4 | 121-364 | 300.2 | 35.3 | 198-364 | 248.7 | 38.4 | 137-326 | 164.74 | 154.02 | ||||
37 | 12 | 15 | 10 | 275.6 | 51.8 | 161-380 | 311.3 | 28.6 | 273-370 | 241.9 | 47.1 | 161-298 | ||||||
222 | 54 | 155 | 13 | 228.5 | 35.8 | 136-318 | 259.9 | 25.2 | 219-318 | 220.4 | 32.3 | 136-313 | 160.39 | 160.39 | ||||
31 | 10 | 20 | 1 | 167.4 | 27.4 | 119-230 | 178.8 | 23.3 | 145-209 | 162.1 | 28.8 | 119-230 | ||||||
47 | 20 | 27 | 0 | 170.0 | 24.9 | 129-236 | 176.8 | 25.3 | 134-236 | 165.0 | 23.9 | 129-230 | ||||||
301 | 33 | 264 | 4 | 230.7 | 54.2 | 100-421 | 273.9 | 66.3 | 164-421 | 225.8 | 50.1 | 100-353 | 130.28 | 130.28 | ||||
314 | 63 | 207 | 44 | 166.0 | 27.9 | 112-241 | 181.1 | 25.2 | 127-233 | 158.8 | 28.0 | 112-241 | ||||||
134 | 16 | 107 | 11 | 181.1 | 29.0 | 120-254 | 188.1 | 28.2 | 149-230 | 180.3 | 29.9 | 120-254 | 166.20 | 166.20 | ||||
114 | 9 | 99 | 6 | 364.2 | 108.1 | 123-653 | 392.7 | 95.8 | 280-562 | 368.3 | 106.7 | 187-653 | 317.71 | 317.71 | ||||
72 | 22 | 38 | 12 | 267.7 | 67.7 | 158-518 | 256.9 | 70.5 | 187-518 | 285.2 | 65.1 | 158-450 | 268.72 | 268.72 | ||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
152 | 45 | 106 | 1 | 358.6 | 78.7 | 185-555 | 428.0 | 62.3 | 257-555 | 330.3 | 65.4 | 185-494 | 236.26 | 236.26 | ||||
71 | 24 | 47 | 0 | 580.1 | 136.7 | 216-840 | 649.3 | 145.8 | 392-840 | 544.7 | 118.4 | 216-741 | 363.01 | 363.01 | ||||
61 | 34 | 22 | 5 | 239.6 | 21.7 | 195-290 | 244.2 | 22.6 | 198-290 | 239.6 | 15.9 | 214-270 | ||||||
712 | 302 | 397 | 13 | 512.0 | 190.2 | 0-820 | 460.2 | 187.6 | 0-683 | 559.8 | 171.4 | 0-820 | 397.67 | 500.00 | 454.63 | < 0.05 |
Sex ratios as the percentage of females (F) in the samples, were calculated. The first sexual maturity, to separate juveniles and sexually mature individuals thus defining the spawning biomass (i.e. reference point for exploited marine fishes) (Thorson et al., 2012), was measured from TL50. This biological parameter was the total length at which 50% of individuals are mature for the first time.
Where m(
each length class (%),
Fish were assigned to the following maturity development stages as recommended at the international level (ICES, 2018): from (I) immature; (II) resting; (III) ripe and running; (IV) spent; to (V) post-spent. From the percentage of individuals per month and per maturity stages throughout the year, the reproduction period and intensity were identified. The adults are the sum of all fish of maturity stages III, IV and V.
Statistical analyses to identify the significant sex effect on the first sexual maturity (with significant effect at
All species were sampled from scientific surveys or caught for the commercial landings. They are not in the IUCN red list as critically endangered, endangered or vulnerable species.
Among 10,532 individuals, there were 4,271 males, 5,346 females and 915 immatures. Summarised information for each species, by each sex or both males and females, is presented in Table 1 and Supplementary Table 1. Among 23 families, two were represented by a relatively high number of species, such as the Serranidae (11 species) and Lutjanidae (10 species). In the sameway, these two families showed the large number of individuals with 4,512 belonging to the Lutjanidae and 1,518 belonging to the Serranidae. According to the selected species, the distribution between the two sexes and the immatures can be very different. While the reproduction of protogynous hermaphrodites (i.e. for two families: serranidae and lethrinidae represented by 13 species) explained why males could be larger than females, for other species, there was no generalizable observable trend between males and females and it depends on the analysed species.
Among 58 analysed species, the mean total length of the first sexual maturity (TL50) could be modelled from individual in situ data for 40 species (Table 1). TL50 for the males and the females, respectively, ranged from 103.9 cm (
For all 58 species, the reproduction period and intensity were analysed for each species including all adults’ individuals (Fig. 1) and by each sex (females Supplementary Fig. 1 and males Supplementary Fig. 2). There were three species including the two Elasmobranchii species (
Reproductive process through the sexual maturity and the peak of reproduction are important elements prerequisite to realize the stock assessment with a good precision (Chen et al., 2022). However, for many fish species, the females and males and their maturity stage cannot be distinguished by only external characteristics. Consequently, for many cases of study, this information is lack, very old or partial. Moreover, for tropical species as around La Réunion Island, there may be conservation problems due to the high temperature after fishing which result in difficulties in observation internal organs such as the gonads. Consequently, this type of study aggregating reproductive information from organ observations in the laboratory for a very large number of species is necessary to provide reference points for each species, which can be used in fisheries resource monitoring as is done for other biological parameters such as the length-weight relationship (Roos et al., 2022).
Firstly, the length of the first sexual maturity (TL50) was measured for each species. Among fish species, there are two mainly sexual characteristics: hermaphrodites versus dioecious species. For the protogynous hermaphrodites, concerning two families (serranidae and lethrinidae, 13 species), the first sexual maturity of females is earlier than the sex change and consequently the length is not the same (Frisch et al., 2016). For the dioecious species, there are no clearly patterns between the TL50 for females and males. Some species show comparable TL50 between males and females, others show marked differences in favor of females or males. These differences between sexes within the same population or between several population in the length at the sexual maturity, can be caused by phenotypic changes, genetic adaptations or the interaction of both (Law, 2000; Trindade-Santos and Freire, 2015). TL50 is influenced by environmental conditions (Weatherley, 1990), but human activities could be the potential factors (i.e. fishing, pollution…). For example, a negative relationship between the length at sexual maturity and the level of fishing pressure was observed (ICES, 2012; Marty et al., 2014).
Secondly, the timing and intensity of the spawning were estimated for each species. For this reproductive trait, there are mainly difference among species with some species with a very large reproduction peak covered all months and conversely, others with very tight reproduction peak over 3 months. These results corroborate the same approach applied in the Mediterranean Sea (Tsikliras et al., 2010). Some species that breed strongly throughout the year may show two sexual strategies with some individuals breeding once a year and others at least twice (Bye, 1984; Cushing, 1990). The duration and the period of the year of the reproduction peak varies between the species and between the populations within the same species. The spawning season begin when the fish receive the environmental stimuli (Hoar, 1969; Liley, 1969). Lunar periodicity seems to be the influential external stimulus on reproductive characteristics of tropical coastal fish species (Harrison et al., 1984; Thresher, 1984). Another important factor to trigger the reproduction could be internal with the hormonal cascades leading to maturation and spawning and the gill surface area (Pankhurst, 2016; Pauly, 2019; Pauly, 2022). Finally, the reproduction biology could linked to the age class of the specimen with the ontogenic effect (Rijnsdorp, 1989; Trippel et al., 1997).
The reproductive biology information with the first sexual maturity and the spawning period were analyzed for 58 mainly fish species around the La Réunion Island in the Indian Ocean. For many species, these biological data were not available or were very old. The first sexual maturity length is essential to evaluate the reference point named the spawning stock biomass (SSB) (Thorson et al., 2012) used in the stock assessment and the reproduction period is important as proxy to explain the individuals movement (i.e. during reproduction period, the fish gather in groups) and/or to define temporal management rules. All biological data can be used in the future for natural resource management, which allows sustainable fishing. Moreover, another complementary analysis of the gonads through the histological approach could be realized in the future.
Supplementary material can be found via https://doi.org/10.12750/JARB.39.1.31
jarb-39-1-31-supple.pdfWe thank all fishers and colleagues who helped us in the field, and the anonymous reviewers for their comments and suggestions.
Conceptualization, D.R., K.M.; data curation, J.T., B.B., C.G., Y.A., H.E., L.W., R.E., T.R., D.R.; formal analysis, K.M., J.T., D.R.; investigation, K.M., J.T., D.R.; methodology, K.M., J.T., D.R.; project administration, K.M., D.R.; resources, D.R.; supervision, K.M., D.R.; writing - original draft, K.M., D.R.; writing - review & editing, K.M., J.T., B.B., C.G., Y.A., H.E., L.W., R.E., T.R., D.R.
This study was carried out with the financial support of the Data Collection Framework (DCF; EC Reg. 199/2008, 665/2008; Decisions 2008/949/EC and 2010/93/EU), the European Fisheries Fund (EFF 2007-2013; ANCRE-DMX2 project: Indicateurs biologiques et écologiques pour une gestion durable des stocks de poissons DéMersauX profonds d’intérêt halieutique à La Réunion), The European Maritime and Fisheries Fund (EMFF 2014-2020; IPERDMX project: Indicateurs Populationnels et Ecosystémiques pour une gestion durable des Ressources en poissons DéMersauX récifaux et profonds (1-500 m) à La Réunion), the Agence Française de Développement (AFD; AFD CZD1097; Accobiom project) and the French State. Another project ‘PECHTRAD’ (PECHe TRADitionnelle) funded by the reserve participated in this study.
Not applicable.
Not applicable.
Not applicable.
Not applicable.
Conflicts of Interest: No potential conflict of interest relevant to this article was reported.
Journal of Animal Reproduction and Biotechnology 2024; 39(1): 31-39
Published online March 31, 2024 https://doi.org/10.12750/JARB.39.1.31
Copyright © The Korean Society of Animal Reproduction and Biotechnology.
Kélig Mahé1,* , Julien Taconet1,2, Blandine Brisset2, Claire Gentil2, Yoann Aumond2, Hugues Evano2, Louis Wambergue2, Romain Elleboode1, Tévamie Rungassamie3 and David Roos2
1Unité HMMN, IFREMER, Laboratory of Fisheries, Boulogne-sur-Mer 62321, France
2Délégation Océan Indien, IFREMER Institute, La Réunion 97822, France
3Réserve Naturelle Marine de La Réunion, La Réunion 97822, France
Correspondence to:Kélig Mahé
E-mail: kelig.mahe@ifremer.fr
This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Background: The biological information of fish, which include reproduction, is the prerequisite and the basis for the assessment of fisheries.
Methods: The aim of this work was to know the reproductive biology with the first sexual maturity (TL50) and the spawning period for 58 mainly fish species in the waters around La Réunion Island (Western Indian Ocean). Twenty families belonging to the Actinopterygii were represented (acanthuridae, berycidae, bramidae, carangidae, cirrhitidae, gempylidae, holocentridae, kyphosidae, labridae, lethrinidae, lutjanidae, malacanthidae, monacanthidae, mullidae, polymixiidae, pomacentridae, scaridae, scorpaenidae, serranidae, sparidae; 56 species; n = 9,751) and two families belonging to the Elasmobranchii (squalidae, centrophoridae; 2 species; n = 781) were sampled. Between 2014 and 2022, 10,532 individuals were sampled covering the maximum months number to follow the reproduction periods of these species.
Results: TL50 for the males and the females, respectively, ranged from 103.9 cm (Acanthurus triostegus) to 1,119.3 cm (Thyrsitoides marleyi) and from 111.7 cm (A. triostegus) to 613.1 cm (Centrophorus moluccensis). The reproduction period could be very different between the species from the very tight peak to a large peak covered all months.
Conclusions: Most species breed between October and March but it was not the trend for all species around La Réunion Island.
Keywords: gonad observation, reproduction period, reproductive maturity stages, size at the first sexual maturity
The biological parameters (i.e. growth and reproduction) are essentially to management the fish population (Jakobsen et al., 2009). Fish reproductive biology is the necessary step to evaluate the reference points as spawning stock biomass and the maturity ogive, which are integrated in the stock assessment models (Jakobsen et al., 2009). The lack or scarcity of these biological information, can lead to over-exploitation of fisheries resources. The main commercial demersal tropical fishes, along with snappers (Lutjanidae), groupers (Serranidae), emperors (Lethrinidae), carangids (Carangidae), soldierfishes (Holocentridae) and goatfishes (Mullidae) support locally important artisanal fisheries throughout the Indo-Pacific region, but quantitative assessments of these species have been limited by a lack of adequate biological and fisheries data (Newman et al., 2016; Halim et al., 2020), including around La Réunion Island (Le Manach et al., 2015). Among 123 fish species followed around La Réunion Island (Roos et al., 2022), The main objective of this study was to provide the reproductive biology information with the first sexual maturity and the spawning period for 58 mainly fish species required for the management of fisheries resources.
All fish sampled during scientific surveys, and some specimen were added from commercial landings to complete the length range or the months without surveys. During eight years (i.e. between 2014 and 2022), 10,532 individuals of 58 species were sampled. Twenty families belonging to the Actinopterygii were represented (acanthuridae, berycidae, bramidae, carangidae, cirrhitidae, gempylidae, holocentridae, kyphosidae, labridae, lethrinidae, lutjanidae, malacanthidae, monacanthidae, mullidae, polymixiidae, pomacentridae, scaridae, scorpaenidae, serranidae, sparidae; 56 species; n = 9,751) and two families belonging to the Elasmobranchii (squalidae, centrophoridae; 2 species; n = 781) were sampled (Table 1). All individuals were taken to the laboratory for accurate measurements. Each individual was measured to the nearest mm for total length (
Table 1. Sampling details (number and length by sex: males, M; females, F and immatures, I) with the first sexual maturity (TL50;
Famille | Latin mame | Number | Length of adults (F+M) | Length of Males | Length of Females | TL50 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total | Males | Females | Immatures | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Males | Females | Adultes (F+M) | |||
542 | 214 | 225 | 103 | 152.0 | 21.3 | 34-199 | 154.6 | 18.0 | 99-199 | 150.7 | 16.4 | 95-192 | 103.91 | 111.68 | 108.30 | 0.21 | ||
63 | 40 | 18 | 5 | 322.7 | 86.6 | 167-469 | 336.1 | 77.3 | 208-459 | 266.1 | 86.0 | 167-426 | 214.39 | 204.65 | ||||
176 | 98 | 67 | 11 | 299.6 | 94.9 | 157-557 | 322.8 | 93.4 | 167-557 | 266.5 | 91.8 | 157-532 | 247.76 | 209.43 | 231.65 | < 0.05 | ||
49 | 20 | 27 | 2 | 503.1 | 67.6 | 350-610 | 458.9 | 57.2 | 350-550 | 528.9 | 58.9 | 388-610 | ||||||
236 | 96 | 127 | 13 | 680.6 | 135.1 | 452-1,000 | 661.3 | 126.0 | 470-910 | 692.8 | 142.2 | 452-1,000 | 628.56 | 521.05 | 575.55 | 0.09 | ||
65 | 45 | 20 | 0 | 609.1 | 96.0 | 433-838 | 621.1 | 100.2 | 467-838 | 582.0 | 81.9 | 433-710 | ||||||
63 | 23 | 29 | 11 | 266.9 | 26.0 | 193-326 | 267.0 | 23.7 | 233-313 | 264.6 | 29.9 | 193-326 | 215.05 | 215.06 | ||||
69 | 31 | 38 | 0 | 589.1 | 309.0 | 0-876 | 644.5 | 182.6 | 0-741 | 543.9 | 379.2 | 0-876 | 548.51 | 613.07 | 556.26 | < 0.05 | ||
69 | 42 | 24 | 3 | 189.5 | 22.1 | 140-252 | 196.8 | 18.0 | 168-252 | 177.3 | 23.5 | 140-223 | ||||||
86 | 28 | 53 | 5 | 381.1 | 77.0 | 216-564 | 356.0 | 68.3 | 263-490 | 401.8 | 73.4 | 282-564 | 386.05 | 356.92 | 361.93 | < 0.05 | ||
135 | 16 | 115 | 4 | 298.6 | 50.8 | 0-425 | 257.4 | 21.1 | 222-320 | 306.7 | 43.0 | 0-425 | ||||||
36 | 9 | 24 | 3 | 1,092.4 | 463.0 | 222-1,890 | 1,009.8 | 342.0 | 410-1,280 | 1,223.3 | 426.0 | 320-1,890 | 1,119.30 | |||||
122 | 60 | 55 | 7 | 233.3 | 43.4 | 126-308 | 239.8 | 42.2 | 126-308 | 229.9 | 42.4 | 127-292 | 129.96 | |||||
87 | 48 | 37 | 2 | 206.1 | 20.2 | 150-255 | 215.9 | 18.1 | 182-255 | 194.8 | 15.5 | 150-215 | 155.99 | 159.95 | ||||
73 | 23 | 46 | 4 | 200.5 | 29.5 | 145-255 | 198.2 | 25.1 | 145-234 | 205.4 | 30.0 | 146-255 | ||||||
40 | 16 | 21 | 3 | 283.2 | 43.7 | 165-360 | 291.0 | 43.4 | 188-360 | 282.8 | 38.4 | 184-344 | ||||||
38 | 13 | 22 | 3 | 268.2 | 52.1 | 181-371 | 275.8 | 50.0 | 220-361 | 268.4 | 54.3 | 196-371 | 210.31 | 212.85 | ||||
27 | 14 | 12 | 1 | 317.4 | 27.6 | 244-365 | 326.1 | 16.9 | 296-353 | 308.7 | 35.4 | 244-365 | 289.89 | 287.68 | ||||
32 | 19 | 13 | 0 | 327.6 | 63.0 | 205-470 | 305.8 | 48.7 | 205-360 | 359.3 | 69.7 | 271-470 | 241.23 | 240.18 | ||||
25 | 17 | 7 | 1 | 306.7 | 49.4 | 203-395 | 292.9 | 48.9 | 203-395 | 347.0 | 23.5 | 304-375 | ||||||
79 | 13 | 56 | 10 | 314.1 | 76.9 | 184-477 | 355.5 | 73.9 | 184-473 | 305.1 | 77.0 | 200-477 | ||||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
125 | 36 | 87 | 2 | 339.6 | 66.5 | 192-464 | 401.1 | 17.5 | 354-433 | 315.1 | 61.7 | 194-464 | 208.62 | 208.62 | ||||
162 | 90 | 64 | 8 | 429.8 | 91.4 | 211-786 | 429.5 | 92.5 | 211-786 | 434.4 | 92.6 | 319-769 | 353.70 | 381.76 | 368.81 | < 0.05 | ||
65 | 40 | 24 | 1 | 443.1 | 123.2 | 212-893 | 427.3 | 106.2 | 288-670 | 477.5 | 137.2 | 323-893 | 324.04 | 320.30 | ||||
1,700 | 881 | 777 | 42 | 277.1 | 70.9 | 139-1,250 | 270.6 | 59.3 | 164-980 | 286.7 | 81.4 | 153-1,250 | 183.95 | 183.46 | 188.18 | 0.87 | ||
193 | 85 | 98 | 10 | 455.6 | 249.2 | 206-1,155 | 450.6 | 240.2 | 206-1,068 | 480.0 | 268.1 | 220-1,155 | 391.99 | 394.25 | 397.49 | 0.83 | ||
25 | 6 | 19 | 0 | 177.2 | 19.3 | 147-217 | 166.5 | 14.3 | 147-189 | 180.6 | 19.7 | 152-217 | ||||||
753 | 360 | 373 | 20 | 219.6 | 34.9 | 110-336 | 230.1 | 37.1 | 150-336 | 211.2 | 28.9 | 110-281 | 180.22 | 147.11 | 161.29 | < 0.05 | ||
397 | 201 | 195 | 1 | 215.2 | 22.8 | 143-277 | 224.3 | 22.3 | 155-277 | 206.2 | 19.0 | 143-247 | ||||||
647 | 317 | 317 | 13 | 232.2 | 31.8 | 122-317 | 239.4 | 31.3 | 162-316 | 226.8 | 29.6 | 140-317 | 148.06 | 149.34 | ||||
300 | 98 | 171 | 31 | 262.8 | 51.1 | 155-576 | 273.3 | 61.1 | 157-576 | 264.4 | 42.3 | 165-383 | 326.90 | 310.35 | 317.37 | 0.18 | ||
270 | 140 | 129 | 1 | 501.8 | 128.3 | 270-865 | 514.9 | 132.0 | 282-865 | 487.6 | 123.0 | 270-815 | 388.63 | 346.15 | 369.62 | < 0.05 | ||
33 | 16 | 15 | 2 | 342.7 | 42.9 | 247-422 | 356.1 | 36.2 | 303-422 | 326.7 | 48.0 | 247-410 | ||||||
56 | 25 | 25 | 6 | 279.9 | 35.2 | 185-355 | 274.4 | 27.6 | 185-312 | 292.8 | 38.5 | 233-355 | 240.00 | 219.39 | ||||
421 | 45 | 45 | 331 | 137.9 | 64.2 | 85-415 | 197.1 | 79.4 | 95-319 | 242.5 | 86.5 | 97-415 | 185.17 | 204.51 | 207.04 | 0.37 | ||
58 | 26 | 31 | 1 | 332.5 | 58.4 | 193-452 | 339.0 | 50.4 | 215-429 | 328.7 | 65.1 | 193-452 | 259.33 | 240.43 | 247.93 | 0.61 | ||
269 | 98 | 113 | 58 | 226.1 | 55.6 | 79-401 | 255.7 | 61.7 | 141-401 | 213.1 | 37.3 | 129-352 | 218.90 | 199.22 | 212.92 | 0.63 | ||
72 | 17 | 46 | 9 | 230.4 | 63.8 | 151-430 | 248.2 | 89.2 | 151-430 | 226.0 | 57.7 | 160-429 | ||||||
107 | 49 | 25 | 33 | 309.3 | 148.8 | 70-519 | 379.6 | 30.5 | 311-457 | 440.8 | 35.5 | 366-519 | 256.55 | |||||
27 | 20 | 6 | 1 | 206.2 | 11.3 | 180-227 | 203.9 | 11.8 | 180-227 | 213.8 | 6.4 | 207-224 | ||||||
67 | 26 | 39 | 2 | 354.5 | 55.3 | 186-456 | 384.0 | 55.4 | 202-456 | 334.0 | 47.4 | 186-403 | 245.72 | 240.00 | 240.00 | 0.81 | ||
168 | 72 | 87 | 9 | 321.4 | 84.1 | 175-765 | 333.1 | 89.5 | 175-765 | 312.1 | 80.8 | 182-560 | 209.58 | 200.53 | ||||
117 | 68 | 44 | 5 | 278.6 | 47.4 | 121-364 | 300.2 | 35.3 | 198-364 | 248.7 | 38.4 | 137-326 | 164.74 | 154.02 | ||||
37 | 12 | 15 | 10 | 275.6 | 51.8 | 161-380 | 311.3 | 28.6 | 273-370 | 241.9 | 47.1 | 161-298 | ||||||
222 | 54 | 155 | 13 | 228.5 | 35.8 | 136-318 | 259.9 | 25.2 | 219-318 | 220.4 | 32.3 | 136-313 | 160.39 | 160.39 | ||||
31 | 10 | 20 | 1 | 167.4 | 27.4 | 119-230 | 178.8 | 23.3 | 145-209 | 162.1 | 28.8 | 119-230 | ||||||
47 | 20 | 27 | 0 | 170.0 | 24.9 | 129-236 | 176.8 | 25.3 | 134-236 | 165.0 | 23.9 | 129-230 | ||||||
301 | 33 | 264 | 4 | 230.7 | 54.2 | 100-421 | 273.9 | 66.3 | 164-421 | 225.8 | 50.1 | 100-353 | 130.28 | 130.28 | ||||
314 | 63 | 207 | 44 | 166.0 | 27.9 | 112-241 | 181.1 | 25.2 | 127-233 | 158.8 | 28.0 | 112-241 | ||||||
134 | 16 | 107 | 11 | 181.1 | 29.0 | 120-254 | 188.1 | 28.2 | 149-230 | 180.3 | 29.9 | 120-254 | 166.20 | 166.20 | ||||
114 | 9 | 99 | 6 | 364.2 | 108.1 | 123-653 | 392.7 | 95.8 | 280-562 | 368.3 | 106.7 | 187-653 | 317.71 | 317.71 | ||||
72 | 22 | 38 | 12 | 267.7 | 67.7 | 158-518 | 256.9 | 70.5 | 187-518 | 285.2 | 65.1 | 158-450 | 268.72 | 268.72 | ||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
152 | 45 | 106 | 1 | 358.6 | 78.7 | 185-555 | 428.0 | 62.3 | 257-555 | 330.3 | 65.4 | 185-494 | 236.26 | 236.26 | ||||
71 | 24 | 47 | 0 | 580.1 | 136.7 | 216-840 | 649.3 | 145.8 | 392-840 | 544.7 | 118.4 | 216-741 | 363.01 | 363.01 | ||||
61 | 34 | 22 | 5 | 239.6 | 21.7 | 195-290 | 244.2 | 22.6 | 198-290 | 239.6 | 15.9 | 214-270 | ||||||
712 | 302 | 397 | 13 | 512.0 | 190.2 | 0-820 | 460.2 | 187.6 | 0-683 | 559.8 | 171.4 | 0-820 | 397.67 | 500.00 | 454.63 | < 0.05 |
Sex ratios as the percentage of females (F) in the samples, were calculated. The first sexual maturity, to separate juveniles and sexually mature individuals thus defining the spawning biomass (i.e. reference point for exploited marine fishes) (Thorson et al., 2012), was measured from TL50. This biological parameter was the total length at which 50% of individuals are mature for the first time.
Where m(
each length class (%),
Fish were assigned to the following maturity development stages as recommended at the international level (ICES, 2018): from (I) immature; (II) resting; (III) ripe and running; (IV) spent; to (V) post-spent. From the percentage of individuals per month and per maturity stages throughout the year, the reproduction period and intensity were identified. The adults are the sum of all fish of maturity stages III, IV and V.
Statistical analyses to identify the significant sex effect on the first sexual maturity (with significant effect at
All species were sampled from scientific surveys or caught for the commercial landings. They are not in the IUCN red list as critically endangered, endangered or vulnerable species.
Among 10,532 individuals, there were 4,271 males, 5,346 females and 915 immatures. Summarised information for each species, by each sex or both males and females, is presented in Table 1 and Supplementary Table 1. Among 23 families, two were represented by a relatively high number of species, such as the Serranidae (11 species) and Lutjanidae (10 species). In the sameway, these two families showed the large number of individuals with 4,512 belonging to the Lutjanidae and 1,518 belonging to the Serranidae. According to the selected species, the distribution between the two sexes and the immatures can be very different. While the reproduction of protogynous hermaphrodites (i.e. for two families: serranidae and lethrinidae represented by 13 species) explained why males could be larger than females, for other species, there was no generalizable observable trend between males and females and it depends on the analysed species.
Among 58 analysed species, the mean total length of the first sexual maturity (TL50) could be modelled from individual in situ data for 40 species (Table 1). TL50 for the males and the females, respectively, ranged from 103.9 cm (
For all 58 species, the reproduction period and intensity were analysed for each species including all adults’ individuals (Fig. 1) and by each sex (females Supplementary Fig. 1 and males Supplementary Fig. 2). There were three species including the two Elasmobranchii species (
Reproductive process through the sexual maturity and the peak of reproduction are important elements prerequisite to realize the stock assessment with a good precision (Chen et al., 2022). However, for many fish species, the females and males and their maturity stage cannot be distinguished by only external characteristics. Consequently, for many cases of study, this information is lack, very old or partial. Moreover, for tropical species as around La Réunion Island, there may be conservation problems due to the high temperature after fishing which result in difficulties in observation internal organs such as the gonads. Consequently, this type of study aggregating reproductive information from organ observations in the laboratory for a very large number of species is necessary to provide reference points for each species, which can be used in fisheries resource monitoring as is done for other biological parameters such as the length-weight relationship (Roos et al., 2022).
Firstly, the length of the first sexual maturity (TL50) was measured for each species. Among fish species, there are two mainly sexual characteristics: hermaphrodites versus dioecious species. For the protogynous hermaphrodites, concerning two families (serranidae and lethrinidae, 13 species), the first sexual maturity of females is earlier than the sex change and consequently the length is not the same (Frisch et al., 2016). For the dioecious species, there are no clearly patterns between the TL50 for females and males. Some species show comparable TL50 between males and females, others show marked differences in favor of females or males. These differences between sexes within the same population or between several population in the length at the sexual maturity, can be caused by phenotypic changes, genetic adaptations or the interaction of both (Law, 2000; Trindade-Santos and Freire, 2015). TL50 is influenced by environmental conditions (Weatherley, 1990), but human activities could be the potential factors (i.e. fishing, pollution…). For example, a negative relationship between the length at sexual maturity and the level of fishing pressure was observed (ICES, 2012; Marty et al., 2014).
Secondly, the timing and intensity of the spawning were estimated for each species. For this reproductive trait, there are mainly difference among species with some species with a very large reproduction peak covered all months and conversely, others with very tight reproduction peak over 3 months. These results corroborate the same approach applied in the Mediterranean Sea (Tsikliras et al., 2010). Some species that breed strongly throughout the year may show two sexual strategies with some individuals breeding once a year and others at least twice (Bye, 1984; Cushing, 1990). The duration and the period of the year of the reproduction peak varies between the species and between the populations within the same species. The spawning season begin when the fish receive the environmental stimuli (Hoar, 1969; Liley, 1969). Lunar periodicity seems to be the influential external stimulus on reproductive characteristics of tropical coastal fish species (Harrison et al., 1984; Thresher, 1984). Another important factor to trigger the reproduction could be internal with the hormonal cascades leading to maturation and spawning and the gill surface area (Pankhurst, 2016; Pauly, 2019; Pauly, 2022). Finally, the reproduction biology could linked to the age class of the specimen with the ontogenic effect (Rijnsdorp, 1989; Trippel et al., 1997).
The reproductive biology information with the first sexual maturity and the spawning period were analyzed for 58 mainly fish species around the La Réunion Island in the Indian Ocean. For many species, these biological data were not available or were very old. The first sexual maturity length is essential to evaluate the reference point named the spawning stock biomass (SSB) (Thorson et al., 2012) used in the stock assessment and the reproduction period is important as proxy to explain the individuals movement (i.e. during reproduction period, the fish gather in groups) and/or to define temporal management rules. All biological data can be used in the future for natural resource management, which allows sustainable fishing. Moreover, another complementary analysis of the gonads through the histological approach could be realized in the future.
Supplementary material can be found via https://doi.org/10.12750/JARB.39.1.31
jarb-39-1-31-supple.pdfWe thank all fishers and colleagues who helped us in the field, and the anonymous reviewers for their comments and suggestions.
Conceptualization, D.R., K.M.; data curation, J.T., B.B., C.G., Y.A., H.E., L.W., R.E., T.R., D.R.; formal analysis, K.M., J.T., D.R.; investigation, K.M., J.T., D.R.; methodology, K.M., J.T., D.R.; project administration, K.M., D.R.; resources, D.R.; supervision, K.M., D.R.; writing - original draft, K.M., D.R.; writing - review & editing, K.M., J.T., B.B., C.G., Y.A., H.E., L.W., R.E., T.R., D.R.
This study was carried out with the financial support of the Data Collection Framework (DCF; EC Reg. 199/2008, 665/2008; Decisions 2008/949/EC and 2010/93/EU), the European Fisheries Fund (EFF 2007-2013; ANCRE-DMX2 project: Indicateurs biologiques et écologiques pour une gestion durable des stocks de poissons DéMersauX profonds d’intérêt halieutique à La Réunion), The European Maritime and Fisheries Fund (EMFF 2014-2020; IPERDMX project: Indicateurs Populationnels et Ecosystémiques pour une gestion durable des Ressources en poissons DéMersauX récifaux et profonds (1-500 m) à La Réunion), the Agence Française de Développement (AFD; AFD CZD1097; Accobiom project) and the French State. Another project ‘PECHTRAD’ (PECHe TRADitionnelle) funded by the reserve participated in this study.
Not applicable.
Not applicable.
Not applicable.
Not applicable.
Conflicts of Interest: No potential conflict of interest relevant to this article was reported.
Table 1 . Sampling details (number and length by sex: males, M; females, F and immatures, I) with the first sexual maturity (TL50;
Famille | Latin mame | Number | Length of adults (F+M) | Length of Males | Length of Females | TL50 | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total | Males | Females | Immatures | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Mean | SD | Range (min-max) | Males | Females | Adultes (F+M) | |||
542 | 214 | 225 | 103 | 152.0 | 21.3 | 34-199 | 154.6 | 18.0 | 99-199 | 150.7 | 16.4 | 95-192 | 103.91 | 111.68 | 108.30 | 0.21 | ||
63 | 40 | 18 | 5 | 322.7 | 86.6 | 167-469 | 336.1 | 77.3 | 208-459 | 266.1 | 86.0 | 167-426 | 214.39 | 204.65 | ||||
176 | 98 | 67 | 11 | 299.6 | 94.9 | 157-557 | 322.8 | 93.4 | 167-557 | 266.5 | 91.8 | 157-532 | 247.76 | 209.43 | 231.65 | < 0.05 | ||
49 | 20 | 27 | 2 | 503.1 | 67.6 | 350-610 | 458.9 | 57.2 | 350-550 | 528.9 | 58.9 | 388-610 | ||||||
236 | 96 | 127 | 13 | 680.6 | 135.1 | 452-1,000 | 661.3 | 126.0 | 470-910 | 692.8 | 142.2 | 452-1,000 | 628.56 | 521.05 | 575.55 | 0.09 | ||
65 | 45 | 20 | 0 | 609.1 | 96.0 | 433-838 | 621.1 | 100.2 | 467-838 | 582.0 | 81.9 | 433-710 | ||||||
63 | 23 | 29 | 11 | 266.9 | 26.0 | 193-326 | 267.0 | 23.7 | 233-313 | 264.6 | 29.9 | 193-326 | 215.05 | 215.06 | ||||
69 | 31 | 38 | 0 | 589.1 | 309.0 | 0-876 | 644.5 | 182.6 | 0-741 | 543.9 | 379.2 | 0-876 | 548.51 | 613.07 | 556.26 | < 0.05 | ||
69 | 42 | 24 | 3 | 189.5 | 22.1 | 140-252 | 196.8 | 18.0 | 168-252 | 177.3 | 23.5 | 140-223 | ||||||
86 | 28 | 53 | 5 | 381.1 | 77.0 | 216-564 | 356.0 | 68.3 | 263-490 | 401.8 | 73.4 | 282-564 | 386.05 | 356.92 | 361.93 | < 0.05 | ||
135 | 16 | 115 | 4 | 298.6 | 50.8 | 0-425 | 257.4 | 21.1 | 222-320 | 306.7 | 43.0 | 0-425 | ||||||
36 | 9 | 24 | 3 | 1,092.4 | 463.0 | 222-1,890 | 1,009.8 | 342.0 | 410-1,280 | 1,223.3 | 426.0 | 320-1,890 | 1,119.30 | |||||
122 | 60 | 55 | 7 | 233.3 | 43.4 | 126-308 | 239.8 | 42.2 | 126-308 | 229.9 | 42.4 | 127-292 | 129.96 | |||||
87 | 48 | 37 | 2 | 206.1 | 20.2 | 150-255 | 215.9 | 18.1 | 182-255 | 194.8 | 15.5 | 150-215 | 155.99 | 159.95 | ||||
73 | 23 | 46 | 4 | 200.5 | 29.5 | 145-255 | 198.2 | 25.1 | 145-234 | 205.4 | 30.0 | 146-255 | ||||||
40 | 16 | 21 | 3 | 283.2 | 43.7 | 165-360 | 291.0 | 43.4 | 188-360 | 282.8 | 38.4 | 184-344 | ||||||
38 | 13 | 22 | 3 | 268.2 | 52.1 | 181-371 | 275.8 | 50.0 | 220-361 | 268.4 | 54.3 | 196-371 | 210.31 | 212.85 | ||||
27 | 14 | 12 | 1 | 317.4 | 27.6 | 244-365 | 326.1 | 16.9 | 296-353 | 308.7 | 35.4 | 244-365 | 289.89 | 287.68 | ||||
32 | 19 | 13 | 0 | 327.6 | 63.0 | 205-470 | 305.8 | 48.7 | 205-360 | 359.3 | 69.7 | 271-470 | 241.23 | 240.18 | ||||
25 | 17 | 7 | 1 | 306.7 | 49.4 | 203-395 | 292.9 | 48.9 | 203-395 | 347.0 | 23.5 | 304-375 | ||||||
79 | 13 | 56 | 10 | 314.1 | 76.9 | 184-477 | 355.5 | 73.9 | 184-473 | 305.1 | 77.0 | 200-477 | ||||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
125 | 36 | 87 | 2 | 339.6 | 66.5 | 192-464 | 401.1 | 17.5 | 354-433 | 315.1 | 61.7 | 194-464 | 208.62 | 208.62 | ||||
162 | 90 | 64 | 8 | 429.8 | 91.4 | 211-786 | 429.5 | 92.5 | 211-786 | 434.4 | 92.6 | 319-769 | 353.70 | 381.76 | 368.81 | < 0.05 | ||
65 | 40 | 24 | 1 | 443.1 | 123.2 | 212-893 | 427.3 | 106.2 | 288-670 | 477.5 | 137.2 | 323-893 | 324.04 | 320.30 | ||||
1,700 | 881 | 777 | 42 | 277.1 | 70.9 | 139-1,250 | 270.6 | 59.3 | 164-980 | 286.7 | 81.4 | 153-1,250 | 183.95 | 183.46 | 188.18 | 0.87 | ||
193 | 85 | 98 | 10 | 455.6 | 249.2 | 206-1,155 | 450.6 | 240.2 | 206-1,068 | 480.0 | 268.1 | 220-1,155 | 391.99 | 394.25 | 397.49 | 0.83 | ||
25 | 6 | 19 | 0 | 177.2 | 19.3 | 147-217 | 166.5 | 14.3 | 147-189 | 180.6 | 19.7 | 152-217 | ||||||
753 | 360 | 373 | 20 | 219.6 | 34.9 | 110-336 | 230.1 | 37.1 | 150-336 | 211.2 | 28.9 | 110-281 | 180.22 | 147.11 | 161.29 | < 0.05 | ||
397 | 201 | 195 | 1 | 215.2 | 22.8 | 143-277 | 224.3 | 22.3 | 155-277 | 206.2 | 19.0 | 143-247 | ||||||
647 | 317 | 317 | 13 | 232.2 | 31.8 | 122-317 | 239.4 | 31.3 | 162-316 | 226.8 | 29.6 | 140-317 | 148.06 | 149.34 | ||||
300 | 98 | 171 | 31 | 262.8 | 51.1 | 155-576 | 273.3 | 61.1 | 157-576 | 264.4 | 42.3 | 165-383 | 326.90 | 310.35 | 317.37 | 0.18 | ||
270 | 140 | 129 | 1 | 501.8 | 128.3 | 270-865 | 514.9 | 132.0 | 282-865 | 487.6 | 123.0 | 270-815 | 388.63 | 346.15 | 369.62 | < 0.05 | ||
33 | 16 | 15 | 2 | 342.7 | 42.9 | 247-422 | 356.1 | 36.2 | 303-422 | 326.7 | 48.0 | 247-410 | ||||||
56 | 25 | 25 | 6 | 279.9 | 35.2 | 185-355 | 274.4 | 27.6 | 185-312 | 292.8 | 38.5 | 233-355 | 240.00 | 219.39 | ||||
421 | 45 | 45 | 331 | 137.9 | 64.2 | 85-415 | 197.1 | 79.4 | 95-319 | 242.5 | 86.5 | 97-415 | 185.17 | 204.51 | 207.04 | 0.37 | ||
58 | 26 | 31 | 1 | 332.5 | 58.4 | 193-452 | 339.0 | 50.4 | 215-429 | 328.7 | 65.1 | 193-452 | 259.33 | 240.43 | 247.93 | 0.61 | ||
269 | 98 | 113 | 58 | 226.1 | 55.6 | 79-401 | 255.7 | 61.7 | 141-401 | 213.1 | 37.3 | 129-352 | 218.90 | 199.22 | 212.92 | 0.63 | ||
72 | 17 | 46 | 9 | 230.4 | 63.8 | 151-430 | 248.2 | 89.2 | 151-430 | 226.0 | 57.7 | 160-429 | ||||||
107 | 49 | 25 | 33 | 309.3 | 148.8 | 70-519 | 379.6 | 30.5 | 311-457 | 440.8 | 35.5 | 366-519 | 256.55 | |||||
27 | 20 | 6 | 1 | 206.2 | 11.3 | 180-227 | 203.9 | 11.8 | 180-227 | 213.8 | 6.4 | 207-224 | ||||||
67 | 26 | 39 | 2 | 354.5 | 55.3 | 186-456 | 384.0 | 55.4 | 202-456 | 334.0 | 47.4 | 186-403 | 245.72 | 240.00 | 240.00 | 0.81 | ||
168 | 72 | 87 | 9 | 321.4 | 84.1 | 175-765 | 333.1 | 89.5 | 175-765 | 312.1 | 80.8 | 182-560 | 209.58 | 200.53 | ||||
117 | 68 | 44 | 5 | 278.6 | 47.4 | 121-364 | 300.2 | 35.3 | 198-364 | 248.7 | 38.4 | 137-326 | 164.74 | 154.02 | ||||
37 | 12 | 15 | 10 | 275.6 | 51.8 | 161-380 | 311.3 | 28.6 | 273-370 | 241.9 | 47.1 | 161-298 | ||||||
222 | 54 | 155 | 13 | 228.5 | 35.8 | 136-318 | 259.9 | 25.2 | 219-318 | 220.4 | 32.3 | 136-313 | 160.39 | 160.39 | ||||
31 | 10 | 20 | 1 | 167.4 | 27.4 | 119-230 | 178.8 | 23.3 | 145-209 | 162.1 | 28.8 | 119-230 | ||||||
47 | 20 | 27 | 0 | 170.0 | 24.9 | 129-236 | 176.8 | 25.3 | 134-236 | 165.0 | 23.9 | 129-230 | ||||||
301 | 33 | 264 | 4 | 230.7 | 54.2 | 100-421 | 273.9 | 66.3 | 164-421 | 225.8 | 50.1 | 100-353 | 130.28 | 130.28 | ||||
314 | 63 | 207 | 44 | 166.0 | 27.9 | 112-241 | 181.1 | 25.2 | 127-233 | 158.8 | 28.0 | 112-241 | ||||||
134 | 16 | 107 | 11 | 181.1 | 29.0 | 120-254 | 188.1 | 28.2 | 149-230 | 180.3 | 29.9 | 120-254 | 166.20 | 166.20 | ||||
114 | 9 | 99 | 6 | 364.2 | 108.1 | 123-653 | 392.7 | 95.8 | 280-562 | 368.3 | 106.7 | 187-653 | 317.71 | 317.71 | ||||
72 | 22 | 38 | 12 | 267.7 | 67.7 | 158-518 | 256.9 | 70.5 | 187-518 | 285.2 | 65.1 | 158-450 | 268.72 | 268.72 | ||||
60 | 13 | 38 | 9 | 234.3 | 37.2 | 155-303 | 241.9 | 27.8 | 182-273 | 241.6 | 34.8 | 173-303 | 187.70 | 187.70 | ||||
152 | 45 | 106 | 1 | 358.6 | 78.7 | 185-555 | 428.0 | 62.3 | 257-555 | 330.3 | 65.4 | 185-494 | 236.26 | 236.26 | ||||
71 | 24 | 47 | 0 | 580.1 | 136.7 | 216-840 | 649.3 | 145.8 | 392-840 | 544.7 | 118.4 | 216-741 | 363.01 | 363.01 | ||||
61 | 34 | 22 | 5 | 239.6 | 21.7 | 195-290 | 244.2 | 22.6 | 198-290 | 239.6 | 15.9 | 214-270 | ||||||
712 | 302 | 397 | 13 | 512.0 | 190.2 | 0-820 | 460.2 | 187.6 | 0-683 | 559.8 | 171.4 | 0-820 | 397.67 | 500.00 | 454.63 | < 0.05 |
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