Next Article in Journal
Investigation of the Spatio-Temporal Behaviour of Submarine Groundwater Discharge Using a Low-Cost Multi-Sensor-Platform
Next Article in Special Issue
The Biology of Mesopelagic Fishes and Their Catches (1950–2018) by Commercial and Experimental Fisheries
Previous Article in Journal
Machine Learning Based Moored Ship Movement Prediction
Previous Article in Special Issue
A Very Large Spawning Aggregation of a Deep-Sea Eel: Magnitude and Status
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Age, Growth and Otolith Microstructure of the Spotted Lanternfish Myctophum punctatum Rafinesque 1810

1
Stazione Zoologica Anton Dohrn, National Institute of Biology, Ecology and Marine Biotechnology, c/o Villa Pace, Contrada Porticatello 29, 98167 Messina, Italy
2
Stazione Zoologica Anton Dohrn, National Institute of Biology, Ecology and Marine Biotechnology, Calabrian Researches Centre and Marine Advanced Infrastructures, C.da Torre Spaccata, 87071 Amendolara, CS, Italy
3
Stazione Zoologica Anton Dohrn, National Institute of Biology, Ecology and Marine Biotechnology, Via dei Mille 46, 98057 Milazzo, ME, Italy
4
ISPRA, Italian National Institute for Environmental Protection and Research, BIO-CIT, Via dei Mille 46, 98057 Milazzo, ME, Italy
5
Department of Veterinary Sciences, University of Messina, Polo Universitario Dell’annunziata, 98168 Messina, Italy
*
Author to whom correspondence should be addressed.
These authors equally contributed to the manuscript.
J. Mar. Sci. Eng. 2021, 9(8), 801; https://doi.org/10.3390/jmse9080801
Submission received: 5 May 2021 / Revised: 20 July 2021 / Accepted: 21 July 2021 / Published: 25 July 2021
(This article belongs to the Special Issue Deepwater Fishes)

Abstract

:
This study investigated, for the first time, the age and growth of the spotted lanternfish Myctophum punctatum through an analysis of otolith microstructure. A total of 377 individuals were collected from the Strait of Messina (central Mediterranean Sea), ranging between 20.3 and 73.7 mm of standard length. Their length–weight relationship was estimated, and these outputs indicated an isometric growth, for all specimens and when males and females were analysed separately. The sagittal otoliths were removed from 185 fish, although the microincrement readings were considered valid for only 173 otoliths. Microincrement counts ranged from 32 to 48 (average = 37.6) in the otolith central zone, 30 to 56 (average = 44.3) in the middle zone, and 36 to 384 (average = 165.5) in the external zone. Overall, total microincrements ranged between 106 and 469. Different growth models (Gompertz, von Bertalanffy and logistic models) were considered, to understand which one fit best in describing the growth patterns in M. punctatum. The Gompertz model was then selected as the best-fitting model and its parameters for all individuals were L = 74.79, k = 0.0084 and I = 139.60.

1. Introduction

Lanternfishes (Myctophidae) are an important component of the mesopelagic fauna and include more than 250 small pelagic species [1]. Their key role in the pelagic trophic web is widely recognised thanks to their high biomass [2] and importance in the diet of several top predators [3,4]. Lanternfishes have different life strategies, resulting in various adaptations to deep-sea life and migration patterns. For instance, these species display different migratory behaviours, which can be resumed in three main categories [5,6,7]: (i) strong migrants: species that usually carry out large diel vertical excursions, reaching the epipelagic layer at night; (ii) weak migrants: species performing limited vertical movements in the water column; (iii) non-migrants: species occurring in the same water layers during both daylight and night. However, the extent of vertical movements in lanternfishes can be influenced by environmental factors, as demonstrated elsewhere [8], with cyclic migrating patterns in Hygophum spp. from the north and central Atlantic, in relation to the different lunar cycle phases. These differences in migratory behaviour are reflected in the otolith microstructure [8]. For instance, sequences of clear growth increments represent a fast-growth period due to migration in the warmer upper layers; however, when limited vertical excursions occur, less distinguishable increments are laid down, associated with periods of slow growth in deeper and colder waters.
Several studies have investigated the depositional periodicity of the growth increments in the microstructure of lanternfish otoliths, and most of them agree that the ring formation occurs on a daily scale, although some fine increments can be laid down sub-daily [2,8,9,10,11,12,13,14,15,16,17,18,19,20]. According to the current knowledge, otolith microstructure analysis is useful in investigating lanternfish life history traits, since the formation of different otolith regions can be correlated with particular periods of the lifespan, such as the larval zone (LZ), the post-larval zone (PLZ) and the post-metamorphic zone (PMZ).
To date, information on the age and growth of lanternfish is still limited to few species, considering the high number of members belonging to the family Myctophidae. Age and growth studies provide useful outputs for the assessment of population dynamics and growth rates and can be applied to better understand fish biology and ecology. This information can also be used for fishery management purposes, given the recent attempts to exploit mesopelagic resources [21].
The aim of this paper is to investigate the age and growth of the spotted lanternfish Myctophum punctatum, Rafinesque 1810, examining the growth patterns in the otolith microstructure and analysing the length–weight relationship. Different growth models were taken into consideration to understand which one fits best when describing the growth patterns in M. punctatum. This species is considered a highly migrant lanternfish, able to perform wide vertical excursions, also reaching the surface at night [7,22,23,24]. Its population generally displays size stratification in the water column distribution, with a maximum abundance at 700,800 m and with smaller specimens in deeper waters [25]. M. punctatum is quite abundant in the central Mediterranean and plays an important role in the pelagic food web, being predated by several pelagic fish and cephalopods [4,7,22,26]. A better knowledge of the life traits of M. punctatum is essential for understanding the biology and ecology of this species, given that it has already been selected for biotechnological studies due to the interesting anticancer and antibacterial activities of its tissue [27].

2. Materials and Methods

2.1. Sample Collection

The specimens examined in this study were found stranded and in good condition (fresh and often alive) along the Sicilian coast of the Strait of Messina (central Mediterranean Sea) (Figure 1), a location well known for the stranding of mesopelagic and deep fauna mainly due to the peculiar hydrodynamic features of this region [22]. Overall, 377 individual fresh-stranded specimens of M. punctatum were collected before sunrise to avoid weight loss due to dehydration (following [22]), and only undamaged individuals were used for this study.

2.2. Length-Weight Relationship

Each individual was measured to the nearest 0.1 mm (standard length, SL) and weighed to the nearest 0.01 g (W). The gender was assessed through the macroscopic observation of gonads and by checking the secondary sexual characteristics (presence of supracaudal gland in males or infracaudal gland in females). The M-SL relationships were assessed for all individuals and for each gender (female and male), using the following equation:
W = a (SLb)
where W is the body weight, SL is the standard length of the fish and a is the value of the intercept of the regression line when the function is log-transformed and b is the regression coefficient, i.e., the slope of the log-transformed relation [28,29,30]. Fish growth is isometric when b = 3; otherwise, it is negative or positive allometric when b < 3 and b > 3, respectively [30]. For each curve (male, female and general), the obtained regression coefficient (b) and the respective 95% confident intervals were compared to the theoretical isometric growth coefficient (b = 3; [31]) through Student’s t-test (One Sample t-test; α = 0.05). In addition, the Welch Two Sample t-test was used to identify differences between male and female M-SL relationships, comparing the regression coefficients bF and bM. The H0 hypothesis (bF = bM) was accepted when no significant differences (p-value > 0.05) were found [32].

2.3. Otolith Extraction and Preparation

The sagittal otoliths were removed from 185 fish, cleaned with water and a small brush and successively stored dry; each sample was assigned an identification code number.
Prior to otolith preparation, each sagitta was measured to the nearest 0.01 mm, recording the maximum distance from the anterior tip to the posterior edge (maximum length, OL) as well as the maximum distance between the dorsal and ventral margins (maximum height, OH), as described elsewhere [33,34]. Measurements were performed using a stereomicroscope (Carl Zeiss, model Discovery V.8, Milano, Italy) coupled with a camera (Axiocam 208 color, ZEISS) and the ZEN 3.1 blue edition (ZEISS) digital image processing software.
Otoliths were mounted on slides using Eukitt® mounting medium, and thin sagittal sections were obtained by a grinding/polishing machine (Remet LS2).

2.4. Otolith Readings, Increments’ Interpretation and Analysis

Otolith sections were examined using a light microscope ZEISS Axioscop2 coupled with a camera (Axiocam 208 color, ZEISS) and the ZEN 3.1 blue edition (ZEISS) digital image processing software using different magnifications to count the microincrements.
Microincrements were counted from the core to the otolith edge, according to [10,35], starting from the first distinguishable increment after the central primordium and annotating the number of increments for each otolith region: central (CZ), middle (MZ), and external zones (EZ). According to previous studies [10,11,36], this nomenclature is based on the particular features of the different regions in otolith sections and avoids linking the otolith microstructure to life history traits. Indeed, according to other authors (e.g., [12,14,17], these otolith regions correspond to the larval zone (LZ), post-larval zone (PLZ) and post-metamorphic zone (PMZ), respectively.
Several papers (e.g., [14,16,18,19,20,37]) demonstrate that the microincrements in the otolith structure of lanternfish (Myctophidae) are formed daily; for this reason, we also assumed that the increments observed in the otoliths of M. punctatum are laid down daily.
Furthermore, following the methodology of [10], microincrements in each otolith zone (CZ, MZ, EZ) were counted three times. When the differences among these three counts exceeded 5% (i.e., standard error > 5, calculated on the three readings in each otolith zone), the otolith was discarded. Furthermore, seven otoliths were excluded because of unreadable patterns in the middle zone. When the standard error was <5, the readings were considered valid, and the mean value, calculated over the three counts in each otolith, zone was considered.
To validate the microincrement readings, some polished sections (n = 10) of otoliths of M. puctatum were etched using a solution of 5% ethylene di-amine tetra acetate (EDTA), pH 7.5, buffered with KOH, for 120 s [38]. After etching, the sections were washed in water (for 3 min), dried and coated with gold. Subsequently, they were examined using a scanning electron microscope (SEM Zeiss EVO MA 10). This control analysis was performed to validate and verify the existence of growth patterns throughout the section and to avoid errors in microstructure interpretation and overestimation in ring counts because of the presence of visual artefacts [38,39].

2.5. Growth Models

Length-at-age data of M. puctatum were fitted into three of the most used growth models (von Bertalanffy, Gompertz and logistic models):
Gompertz growth model [40]: S L = L e ( e ( k ( t I ) ) )
von Bertalanffy growth model [41]: S L = L ( 1 e ( k ( t t 0 ) ) )
Logistic growth model [42,43]: S L = L ( 1 + e ( k ( t I ) ) ) 1
where SL is the standard length at age t, L is the theoretical asymptotic length, t0 is theoretical age when the body length is equal to 0, k is the growth rate at which SL approaches L, whereas I is the age at inflection point.
The multi model inference (MMI) approach [12,44,45,46] was used to compare these different growth models, with the aim of selecting the best one for this species. Comparison was carried out on all data, as well as for both sexes.
In this procedure, the definition of starting values is necessary to avoid convergence issues. Therefore, starting values for all model coefficients (L, K, t0 or I) were obtained using the “vbStarts” function in the FSA package v.0.8.24 [47], whereas the bootstrapping method, with 999 iterations, was used to calculate standard errors (“nlstools” package v. 1.02; [48]). The best performing model was selected on the basis of the small-sample bias-corrected form of Akaike’s information criterion (AICc), an estimator of prediction error, which assesses the quality of each model, comparing them and representing a tool for model selection [49,50]. The AICc value, delta AICc (∆AICc) and AICc weight [47,49,50,51,52,53] were calculated through the “aictab” function (AICcmodavg package v. 2.2-2; [54]). Generally, the model with lowest AICc value was considered the best. However, when the ∆AICc (difference between AICc of two models) was <2, the model with the highest AICc weight was selected. Finally, residual plots and visual model fit were investigated to validate the selected model.
To detect any differences among all best fitting models, the Welch Two Sample t-test (α = 0.05) was used to compare the growth curves’ coefficients (L, K, t0 or I). The software packages R (v. 3.6.2) and R-studio (v.1.1.463; [55,56]) were used to perform statistical analysis and to generate models and graphs.

3. Results

The length frequency distribution of individuals of M. punctatum is given in Figure 2. Males (n = 165) were slightly more numerous than females (n = 155), and 57 were not assessed.
The size of the individuals ranged between 20.3 and 73.7 mm SL (mean ± standard deviation = 53.2 ± 10.8), whereas the size ranges of males and females were 31.0–69.4 mm SL (mean ± standard deviation = 51.7 ± 7.9) and 31.6–73.7 mm SL (mean ± standard deviation = 53.2 ± 9.5), respectively. Individuals were more abundant within the size classes 45–60 mm SL (Figure 2).
Analysis of the length–weight relationship (Figure 3) showed that the growth of M. punctatum is also isometric (p-value > 0.05) when males and females were analysed separately, as demonstrated by the results of Student’s t-test (tall samples = 1.9186, df = 2; tmales = −0.1456, df = 2; tfemales = 1.9361, df = 2). Moreover, comparison between the regression coefficients calculated for M-SL relationships of females and males (bF = 3.1211 and bM = 2.9888, respectively) did not show significant differences, and the H0 hypothesis (bF = bM) was accepted (t = −1.336, df = 3.8427), supporting the hypothesis of absence of body shape dissimilarity between sexes.
The observation of microincrements under a light microscope (Figure 4) and scanning electron microscope (Figure 5) showed that otoliths of M. punctatum had the same features and structure compared to those of other species belonging to Myctophidae. The central zone (CZ) was made up of thin increments laid down around a central primordium (Figure 4a and Figure 5a). Accessory primordia were sometimes observed after the metamorphic check. The MZ appeared to be darker than the other otolith zones, and its growth increments were larger and organised in thick bands (Figure 4a). The growth pattern of EZ was regular, and microincrements were more easily readable (Figure 4b,c and Figure 5b).
The microincrement readings were considered valid for 173 otoliths. Microincrement counts ranged from 32 to 48 (mean number of increments = 37.6; mean standard error = 1.69) in the CZ, 30 to 56 (mean number of increments = 44.3; mean standard error = 2.41) in the MZ, 36 to 384 (mean number of increments = 165.5; mean standard error = 2.91) in the EZ. Overall, total microincrements ranged between 106 and 469 (mean number of increments = 247.4; mean standard error = 3.09).
Using the starting values reported in Table 1, the results of length-at-age analysis suggest that the Gompertz model supported the data (lowest AICc and Delta AICc values in Table 2).
The Gompertz parameters and their lower and upper confident intervals (LCI and UCI, respectively) are reported in Table 3, whereas the growth curves are shown in Figure 6. The parameters calculated using the entire dataset (all data) were as follows: L = 74.79, k = 0.0084 and I = 139.60, whereas the parameters estimated by sex were L = 81.45, k = 0.0068, I = 143.90 for females and L = 75.03, k = 0.0077, I = 132.00 for males. No significant differences among the three growth curves were observed (Table 4), indicating that the growth of M. punctatum was similar for both sexes.

4. Discussion

This study investigated, for the first time, the age and growth of the myctophid M. punctatum through the analysis of the otolith microstructure and assessment of daily increments.
According to the results of the length–weight relationship, the growth of M. punctatum is isometric for both sexes. These findings confirmed the observations made in two previous studies [33,57], where the isometric relationship between weight and length was observed in 82 and 35 individuals of M. punctatum, respectively, although no differences between sexes were tested. Although other authors have reported a positive or allometric growth in myctophids [33,34,57,58,59,60], isometric growth has also been observed in other lanternfish species from the same study area, such as Benthosema glaciale, Ceratoscopelus maderensis, Diaphus holti, Diaphus rafinesquei, Electrona risso, Gonychthys cocco, Lampanyctus pusillus, Notoscopelus elongatus [33,34]. Similar results have been reported for other myctophids by [57] in the western Mediterranean, [11] in the Oman Sea, [60] and in the Atlantic Ocean, although several cases of positive or negative allometric growth have also been observed [12,33,34,57,58,60].
Analysis of otolith microstructure confirmed the general growth pattern observed in other lanternfishes, consisting of three main zones of increment deposition. The first one is a central zone (CZ), characterised by thin increments surrounding a primordium and usually associated with a larval period [14,17]. A metamorphic check, a dark discontinuity around the nucleus, marks the transition between the CZ and the middle zone (MZ), probably indicating the transition from larva to post-larva [14,17]. Otolith MZ has different features: darker growth increments, larger than the ones laid down in other otolith regions, usually associated with a post-larval period [14,17]. These features have been observed by several authors [9,10,11,14,15,16,17,19,59,61], who agreed that it is usually more difficult to read growth increments in MZ than in other otolith regions. The modification in the otolith microstructure in MZ may be related to an environmental shift due to larval migration towards deep waters [10,59,61,62], to perform transformation, a process which also involves changes in the fish physiology [63,64]. According to [61], the drastic environmental change (from warm upper water layers to cold mesopelagic waters) may contribute to alterations in the regular deposition of growth increments, causing the formation of MZ. Moreover, Reference [10] suggested that otolith microstructure in MZ reflects a period of somatic growth suppression during the non-migratory behaviour of transforming larvae and early juveniles.
The last region (external zone, EZ) is characterised by a regular growth pattern with readable microincrements, which became thinner towards the otolith margin. According to previous studies (e.g., [14,17,59]), the deposition of these increments in the otolith structure occurs after the metamorphosis of post-larvae.
In general, the growth pattern in the otolith microstructure of M. punctatum is quite regular, which might be related to its particular life traits, since M. punctatum is considered as a highly migrant species, performing wide vertical excursions [7,22,24]. Indeed, Reference [65] observed clearer daily increments in otoliths belonging to species characterised by a well-defined migration pattern.
Our reading values for CZ were slightly higher than counts made for otoliths of Benthosema pterotum [11,13,66], Ceratoscopelus warmingii [9] and Lepidophanes guentheri [14]. The average number of microincrements in otolith CZ of M. punctatum was also higher than the values reported by [12,13] for the congeneric species Myctophum asperum and Myctophum spinosum, respectively. Our data are similar to estimations provided for Benthosema suborbitale [14], Diaphus kapalae [16] and Electrona antarctica [17] (Table 5).
Available data on MZ counts in lanternfish otoliths suggest that the post-larval period has different durations depending on the species and on the geographical area, in relation to different life history traits, migratory behaviour, changes in habitat and diet or environmental parameters (e.g., temperature). Microincrements laid down within this otolith region are few in some species (B. pterotum, D. kalapae, M. asperum), and numerous in Tarletonbeania crenularis [10] (Table 5). According to our assessment, the complete transformation from larva to early juvenile in M. punctatum lasts 44.3 days on average.
Analysis of daily growth by the examination of the sagittal otolith showed that M. punctatum can live more than one year (about 13 months): the maximum number of increments counted in otoliths was equal to 384, within the considered SL range (20.3–73.7 mm). This estimate is coherent with results provided by most studies that focused on the age and growth of lanternfish species through the analysis of the daily deposition of otolith microincrements (Table 5).
The use of the multi-model inference (MMI) approach [44,45,46,59] allowed for the selection of the Gompertz model as the best-fitting growth equation to describe the growth of M. punctatum. A similar study on the congeneric species M. asperum from the South China Sea indicated that the von Bertalanffy model was more suitable to define the growth of this lanternfish. However, some authors [18,37] found that the growth in M. asperum best fitted the Gompertz model. The Gompertz model is a sigmoid-shaped growth function which better fits fish with a lower initial growth rate than the von Bertalanffy model. In the case of M. punctatum, this may be related to the fact that juvenile individuals of this species seem to exhibit a different migratory behaviour than adults. Indeed, they usually occur in deeper waters, whereas larger specimens migrate up to the surface [25]. The different environmental conditions at deeper water layers (e.g., lower temperature) may determine a slower growth rate in juveniles/postlarvae. Indeed, transforming larvae and early juvenile stages of many lanternfish species display a non-migratory behaviour, remaining in the mesopelagic environment [10,67].
In our study, the estimated value of the asymptotic maximum body length in females was slightly higher than that in males. In many fish species, males mature earlier, attaining a smaller asymptotic size and having higher adult mortality rates than females [68]. Consequently, it is possible that this difference is for this reason, although this explanation needs the support of further studies on the relationship between the somatic growth and reproductive biology of M. punctatum. Moreover, L values for all specimens and sexes were slightly lower than the estimations provided by [12,18,37] for the congeneric species M. asperum.
In conclusion, this study analysed the age and growth of M. punctatum through the observation of otolith microstructure, providing data on its lifespan and on the best fitting growth model for this species. These results improve the poor knowledge of this species, although more data should be collected to better understand the influences of environmental parameters on the daily deposition of otolith microincrements and on the duration of larval and postlarval stages. In addition, more information is needed on other aspects of the life history of this lanternfish (maturity, reproduction cycle, vertical migrations, etc.) to fill the knowledge gaps in its biology and ecology.

Author Contributions

Conceptualization, P.B.; methodology, F.L., D.M., F.A. (Francesco Abbate) and P.B.; software, D.M.; validation, F.L., D.M. and P.B.; formal analysis, F.L., D.M., M.G.S., F.A. (Francesco Abbate) and P.B.; investigation, F.L., D.M., M.G.S., F.A. (Francesco Abbate) and P.B.; resources, P.B., F.A. (Franco Andaloro) and T.R.; data curation, F.L., D.M., M.G.S. and P.B.; writing—original draft preparation, P.B., F.L., D.M. and M.S.; writing—review and editing, F.L., D.M., M.G.S., P.C., T.R., M.S., F.A. (Francesco Abbate), F.A. (Franco Andaloro), P.B.; supervision, P.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Catul, V.; Gauns, M.; Karuppasamy, P.K. A review on mesopelagic fishes belonging to family Myctophidae. Rev. Fish Biol. Fish. 2011, 21, 339–354. [Google Scholar] [CrossRef]
  2. Gjøsæter, J.; Kawaguchi, K. A review of the world resources of mesopelagic fish. FAO Fish. Tech. Pap. 1980, 193, 1–151. [Google Scholar]
  3. Cherel, Y.; Fontaine, C.; Richard, P.; Labatc, J.-P. Isotopic niches and trophic levels of myctophid fishes and their predators in the Southern Ocean. Limnol. Oceanogr. 2010, 55, 324–332. [Google Scholar] [CrossRef]
  4. Battaglia, P.; Andaloro, F.; Consoli, P.; Esposito, V.; Malara, D.; Musolino, S.; Pedà, C.; Romeo, T. Feeding habits of the Atlantic bluefin tuna, Thunnus thynnus (L. 1758), in the central Mediterranean Sea (Strait of Messina). Helgol. Mar. Res. 2013, 67, 97–107. [Google Scholar] [CrossRef] [Green Version]
  5. Moku, M.; Kawaguchi, K.; Watanabe, H.; Ohno, A. Feeding habits of three dominant myctophid fishes, Diaphus theta, Stenobrachius leucopsarus and S. nannochir, in the subarctic and transitional waters of the western North Pacific. Mar. Ecol. Prog. Ser. 2000, 207, 129–140. [Google Scholar] [CrossRef] [Green Version]
  6. Battaglia, P.; Andaloro, F.; Esposito, V.; Granata, A.; Guglielmo, L.; Guglielmo, R.; Musolino, S.; Romeo, T.; Zagami, G. Diet and trophic ecology of the lanternfish Electrona risso (Cocco 1829) in the Strait of Messina (central Mediterranean Sea) and potential resource utilization from the Deep Scattering Layer (DSL). J. Mar. Syst. 2016, 159, 100–108. [Google Scholar] [CrossRef]
  7. Battaglia, P.; Pagano, L.; Consoli, P.; Esposito, V.; Granata, A.; Guglielmo, L.; Pedá, C.; Romeo, T.; Zagami, G.; Vicchio, T.M. Consumption of mesopelagic prey in the Strait of Messina, an upwelling area of the central Mediterranean Sea: Feeding behaviour of the blue jack mackerel Trachurus picturatus (Bowdich, 1825). Deep Sea Res. Part I Oceanogr. Res. Pap. 2020, 155, 103158. [Google Scholar] [CrossRef]
  8. Linkowski, T.B. Lunar rhythms of vertical migrations coded in otolith microstructure of North Atlantic lanternfishes, genus Hygophum (Myctophidae). Mar. Biol. 1996, 124, 495–508. [Google Scholar] [CrossRef]
  9. Takagi, K.; Yatsu, A.; Moku, M.; Sassa, C. Age and growth of lanternfishes, Symbolophorus californiensis and Ceratoscopelus warmingii (Myctophidae), in the Kuroshio–Oyashio Transition Zone. Ichthyol. Res. 2006, 53, 281–289. [Google Scholar] [CrossRef]
  10. Bystydzieńska, Z.E.; Phillips, A.J.; Linkowski, T.B. Larval stage duration, age and growth of blue lanternfish Tarletonbeania crenularis (Jordan and Gilbert, 1880) derived from otolith microstructure. Environ. Biol. Fishes 2010, 89, 493–503. [Google Scholar] [CrossRef] [Green Version]
  11. Hosseini-Shekarabi, S.P.; Valinassab, T.; Bystydzieńska, Z.; Linkowski, T. Age and growth of Benthosema pterotum (Alcock, 1890)(Myctophidae) in the Oman Sea. J. Appl. Ichthyol. 2015, 31, 51–56. [Google Scholar] [CrossRef]
  12. Wang, Y.; Zhang, J.; Chen, Z.; Jiang, Y.; Xu, S.; Li, Z.; Wang, X.; Ying, Y.; Zhao, X.; Zhou, M. Age and growth of Myctophum asperum in the South China Sea based on otolith microstructure analysis. Deep Sea Res. Part II Top. Stud. Oceanogr. 2019, 167, 121–127. [Google Scholar] [CrossRef]
  13. Gjøsæter, H. Primary growth increments in otoliths of six tropical myctophid species. Biol. Oceanogr. 1987, 4, 359–382. [Google Scholar]
  14. Gartner, J.V., Jr. Life histories of three species of lanternfishes (Pisces: Myctophidae) from the eastern Gulf of Mexico. Mar. Biol. 1991, 111, 11–20. [Google Scholar] [CrossRef]
  15. Linkowski, T.B. Otolith microstructure and growth patterns during the early life history of lanternfishes (family Myctophidae). Can. J. Zool. 1991, 69, 1777–1792. [Google Scholar] [CrossRef]
  16. Suthers, I.M. Spatial variability of recent otolith growth and RNA indices in pelagic juvenile Diaphus kapalae (Myctophidae): An effect of flow disturbance near an island? Mar. Freshw. Res. 1996, 47, 273–282. [Google Scholar] [CrossRef]
  17. Greely, T.M.; Gartner, J.V., Jr.; Torres, J.J. Age and growth of Electrona antarctica (Pisces: Myctophidae), the dominant mesopelagic fish of the Southern Ocean. Mar. Biol. 1999, 133, 145–158. [Google Scholar] [CrossRef]
  18. Hayashi, A.; Kawaguchi, K.; Watanabe, H.; Ishida, M. Daily growth increment formation and its lunar periodicity in otoliths of the myctophid fish Myctophum asperum (Pisces: Myctophidae). Fish. Sci. 2001, 67, 811–817. [Google Scholar] [CrossRef] [Green Version]
  19. Moku, M.; Ishimaru, K.; Kawaguchi, K. Growth of larval and juvenile Diaphus theta (Pisces: Myctophidae) in the transitional waters of the western North Pacific. Ichthyol. Res. 2001, 48, 385–390. [Google Scholar] [CrossRef]
  20. Moku, M.; Hayashi, A.; Mori, K.; Watanabe, Y. Validation of daily otolith increment formation in the larval myctophid fish Diaphus slender-type spp. J. Fish Biol. 2005, 67, 1481–1485. [Google Scholar] [CrossRef]
  21. Valinassab, T.; Pierce, G.J.; Johannesson, K. Lantern fish (Benthosema pterotum) resources as a target for commercial exploitation in the Oman Sea. J. Appl. Ichthyol. 2007, 23, 573–577. [Google Scholar] [CrossRef]
  22. Battaglia, P.; Ammendolia, G.; Cavallaro, M.; Consoli, P.; Esposito, V.; Malara, D.; Rao, I.; Romeo, T.; Andaloro, F. Influence of lunar phases, winds and seasonality on the stranding of mesopelagic fish in the Strait of Messina (Central Mediterranean Sea). Mar. Ecol. 2017, 38, e12459. [Google Scholar] [CrossRef]
  23. Olivar, M.P.; Bernal, A.; Molí, B.; Peña, M.; Balbín, R.; Castellón, A.; Miquel, J.; Massutí, E. Vertical distribution, diversity and assemblages of mesopelagic fishes in the western Mediterranean. Deep Sea Res. Part I Oceanogr. Res. Pap. 2012, 62, 53–69. [Google Scholar] [CrossRef]
  24. Di Carlo, B.S.; Costanzo, G.; Fresi, E.; Guglielmo, L.; Ianora, A. Myctophum punctatum. Mar. Ecol. Prog. Ser. 1982, 9, 13–24. [Google Scholar]
  25. Hulley, P.A. Myctophidae; Whitehead, P.J.P., Bauchot, M.-L., Hureau, J.-C., Nielsen, J., Tortonese, E., Eds.; Unesco: Paris, France, 1984; Volume 1. [Google Scholar]
  26. Fossi, M.C.; Pedà, C.; Compa, M.; Tsangaris, C.; Alomar, C.; Claro, F.; Ioakeimidis, C.; Galgani, F.; Hema, T.; Deudero, S. Bioindicators for monitoring marine litter ingestion and its impacts on Mediterranean biodiversity. Environ. Pollut. 2018, 237, 1023–1040. [Google Scholar] [CrossRef]
  27. Lauritano, C.; Martínez, K.A.; Battaglia, P.; Granata, A.; de la Cruz, M.; Cautain, B.; Martìn, J.; Reyes, F.; Ianora, A.; Guglielmo, L. First evidence of anticancer and antimicrobial activity in Mediterranean mesopelagic species. Sci. Rep. 2020, 10, 4929. [Google Scholar] [CrossRef] [PubMed]
  28. Le Cren, E.D. The length-weight relationship and seasonal cycle in gonad weight and condition in the perch (Perca fluviatilis). J. Anim. Ecol. 1951, 20, 201–219. [Google Scholar] [CrossRef] [Green Version]
  29. Froese, R. Cube law, condition factor and weight–length relationships: History, meta-analysis and recommendations. J. Appl. Ichthyol. 2006, 22, 241–253. [Google Scholar] [CrossRef]
  30. Froese, R.; Tsikliras, A.C.; Stergiou, K.I. Editorial note on weight–length relations of fishes. Acta Ichthyol. Piscat. 2011, 41, 261–263. [Google Scholar] [CrossRef] [Green Version]
  31. Snedecor, G.W.; Cochran, W.G. Statistical Methods; Iowa State University Press: Iowa City, IA, USA, 1967. [Google Scholar]
  32. Soliani, L. Manuale di Statistica per la Ricerca e la Professione. 2005. Available online: http//www.dsa.unipr.it/soliani/soliani.html (accessed on 15 June 2021).
  33. Battaglia, P.; Malara, D.; Romeo, T.; Andaloro, F. Relationships between otolith size and fish size in some mesopelagic and bathypelagic species from the Mediterranean Sea (Strait of Messina, Italy). Sci. Mar. 2010, 74, 605–612. [Google Scholar] [CrossRef] [Green Version]
  34. Battaglia, P.; Malara, D.; Ammendolia, G.; Romeo, T.; Andaloro, F. Relationships between otolith size and fish length in some mesopelagic teleosts (Myctophidae, Paralepididae, Phosichthyidae and Stomiidae). J. Fish Biol. 2015, 87, 774–782. [Google Scholar] [CrossRef]
  35. Brothers, E.B. Otolith studies. Ontog. Syst. Fishes Spec. Publ. 1984, 1, 50–57. [Google Scholar]
  36. Giragosov, V.; Ovcharov, O.P. Age and growth of the lantern fish Myctophum nitidulum (Myctophidae) from the tropical Atlantic. J. Ichthyol. 1992, 32, 34–42. [Google Scholar]
  37. Hayashi, A.; Watanabe, H.; Ishida, M.; Kawaguchi, K. Growth of Myctophum asperum (Pisces: Myctophidae) in the Kuroshio and transitional waters. Fish. Sci. 2001, 67, 983–984. [Google Scholar] [CrossRef]
  38. Tomás, J.; Panfili, J. Otolith microstructure examination and growth patterns of Vinciguerria nimbaria (Photichthyidae) in the tropical Atlantic Ocean. Fish. Res. 2000, 46, 131–145. [Google Scholar] [CrossRef]
  39. Stevenson, D.K.; Campana, S.E. Otolith microstructure examination and analysis. Can. Spec. Publ. Fish. Aquat. Sci. 1992, 117, 1–126. [Google Scholar]
  40. Gompertz, B. XXIV. On the nature of the function expressive of the law of human mortality, and on a new mode of determining the value of life contingencies. In a letter to Francis Baily, Esq. FRS &c. Philos. Trans. R. Soc. Lond. 1825, 115, 513–583. [Google Scholar]
  41. Von Bertalanffy, L. A quantitative theory of organic growth (inquiries on growth laws. II). Hum. Biol. 1938, 10, 181–213. [Google Scholar]
  42. Ricker, W.E. Linear regressions in fishery research. J. Fish. Board Can. 1973, 30, 409–434. [Google Scholar] [CrossRef]
  43. Ricker, W.E. Computation and interpretation of biological statistics of fish populations. Bull. Fish. Res. Bd. Can. 1975, 191, 1–382. [Google Scholar]
  44. Katsanevakis, S. Modelling fish growth: Model selection, multi-model inference and model selection uncertainty. Fish. Res. 2006, 81, 229–235. [Google Scholar] [CrossRef]
  45. Katsanevakis, S.; Maravelias, C.D. Modelling fish growth: Multi-model inference as a better alternative to a priori using von Bertalanffy equation. Fish Fish. 2008, 9, 178–187. [Google Scholar] [CrossRef]
  46. Smart, J.J.; Chin, A.; Tobin, A.J.; Simpfendorfer, C.A. Multimodel approaches in shark and ray growth studies: Strengths, weaknesses and the future. Fish Fish. 2016, 17, 955–971. [Google Scholar] [CrossRef]
  47. Ogle, D.H. Introductory Fisheries Analyses with R; Taylor & Francis Group, CRC Press: Boca Raton, FL, USA, 2016; ISBN 131536252X. [Google Scholar]
  48. Baty, F.; Delignette-Muller, M.L. Nlstools: Tools for Nonlinear Regression Analysis; R Package Version, 2015; Volume 1. Available online: https://cran.r-project.org/web/packages/nlstools/nlstools.pdf (accessed on 15 June 2021).
  49. Akaike, H. Information theory as an extension of the maximum likelihood principle. In Second International Symposium on Information Theory; Petrov, B.N., Csaki, F., Eds.; Akademiai Kiado: Budapest, Hungary, 1973; pp. 267–281. [Google Scholar]
  50. Burnham, K.P.; Anderson, D.R. A practical information-theoretic approach. In Model Selection and Multimodel Inference, 2nd ed.; Springer: New York, NY, USA, 2002; Volume 2. [Google Scholar]
  51. Akaike, H. Information measures and model selection. Int. Stat. Inst. 1983, 44, 277–291. [Google Scholar]
  52. Hurvich, C.M.; Tsai, C.-L. Regression and time series model selection in small samples. Biometrika 1989, 76, 297–307. [Google Scholar] [CrossRef]
  53. Mazerolle, M.J.; Linden, D. Model Selection and Multimodel Inference Based on (Q) AIC (c). 2019. Available online: https://mran.microsoft.com/snapshot/2020-02-28/web/packages/AICcmodavg/AICcmodavg.pdf (accessed on 1 June 2021).
  54. Mazerolle, M.J. AICcmodavg: Model Selection and Multimodel Inference Based on (Q) AIC (c). 2020. Available online: https://cran.r-project.org/web/packages/AICcmodavg/AICcmodavg.pdf (accessed on 15 June 2021).
  55. Team, R.C. R: A Language and Environment for Statistical Computing (Version 3.1.2); R Foundation for Statistical Computing: Vienna, Austria, 2019. [Google Scholar]
  56. RStudio Team. RStudio: Integrated Development for R; RStudio, Inc.: Boston, MA, USA, 2015. [Google Scholar]
  57. Olivar, M.P.; Molí, B.; Bernal, A. Length-weight relationships of mesopelagic fishes in the north-western Mediterranean. In Proceedings of the Rapport du 40th Congress de la Commission Internationale Pour L’exploration Scientifique de la Mer Mediterranée (CIESM), Marseille, France, 28 October–1 November 2013; Volume 40, p. 528. [Google Scholar]
  58. Sarmiento-Lezcano, A.N.; Triay-Portella, R.; Castro, J.J.; Rubio-Rodríguez, U.; Pajuelo, J.G. Age-based life-history parameters of the mesopelagic fish Notoscopelus resplendens (Richardson, 1845) in the Central Eastern Atlantic. Fish. Res. 2018, 204, 412–423. [Google Scholar] [CrossRef]
  59. Zhang, J.; Wang, C.; Han, J.-R.; Chen, G.-J.; Du, Z.-J. Alteromonas flava sp. nov. and Alteromonas facilis sp. nov., two novel copper tolerating bacteria isolated from a sea cucumber culture pond in China. Syst. Appl. Microbiol. 2019, 42, 217–222. [Google Scholar] [CrossRef]
  60. López-Pérez, C.; Olivar, M.P.; Hulley, P.A.; Tuset, V.M. Length–weight relationships of mesopelagic fishes from the equatorial and tropical Atlantic waters: Influence of environment and body shape. J. Fish Biol. 2020, 96, 1388–1398. [Google Scholar] [CrossRef]
  61. Linkowski, T.B.; Radtke, R.L.; Lenz, P.H. Otolith microstructure, age and growth of two species of Ceratoscopelus (Oosteichthyes: Myctophidae) from the eastern North Atlantic. J. Exp. Mar. Bio. Ecol. 1993, 167, 237–260. [Google Scholar] [CrossRef]
  62. Gjösæter, J. Age, growth, and mortality of the mygtophid fish, Benthosema glaciale (Reinhardt), from Western Norway. Sarsia 1973, 52, 1–14. [Google Scholar] [CrossRef]
  63. Badcock, J.; Merrett, N.R. Midwater fishes in the eastern North Atlantic—I. Vertical distribution and associated biology in 30 N, 23 W, with developmental notes on certain myctophids. Prog. Oceanogr. 1976, 7, 3–58. [Google Scholar] [CrossRef]
  64. Loeb, V.J. Larval fishes in the zooplankton community of the North Pacific Central Gyre. Mar. Biol. 1979, 53, 173–191. [Google Scholar] [CrossRef]
  65. Pannella, G. Growth patterns in fish sagittae. In Skeletal Growth of Aquatic Organisms; Rhoads, D.C., Lutz, R.A., Eds.; Plenum Press: New York, NY, USA, 1980; pp. 519–560. [Google Scholar]
  66. Ozawa, T.; Peñaflor, G.C. Otolith microstructure and early ontogeny of a myctophid species Benthosema pterotum. Nippon. Suisan Gakkaishi 1990, 56, 1987–1995. [Google Scholar] [CrossRef] [Green Version]
  67. Sassa, C.; Kawaguchi, K.; Hirota, Y.; Ishida, M. Distribution depth of the transforming stage larvae of myctophid fishes in the subtropical–tropical waters of the western North Pacific. Deep Sea Res. Part I Oceanogr. Res. Pap. 2007, 54, 2181–2193. [Google Scholar] [CrossRef]
  68. Lester, N.P.; Shuter, B.J.; Abrams, P.A. Interpreting the von Bertalanffy model of somatic growth in fishes: The cost of reproduction. Proc. R. Soc. Lond. Ser. B Biol. Sci. 2004, 271, 1625–1631. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Figure 1. Study area located in the Strait of Messina.
Figure 1. Study area located in the Strait of Messina.
Jmse 09 00801 g001
Figure 2. Length frequency distribution by sex of the studied sample of Myctophum punctatum.
Figure 2. Length frequency distribution by sex of the studied sample of Myctophum punctatum.
Jmse 09 00801 g002
Figure 3. Length-weight relationship for total individuals (a), males and females (b) of Myctophum punctatum.
Figure 3. Length-weight relationship for total individuals (a), males and females (b) of Myctophum punctatum.
Jmse 09 00801 g003
Figure 4. Sagittal section of an otolith of Myctophum punctatum observed by light microscope, showing the growth pattern and otolith zones; (a) otolith zones: CZ = central zone; MZ = middle zone; EZ = external zone; (b,c) microincrement pattern in two different areas of the EZ.
Figure 4. Sagittal section of an otolith of Myctophum punctatum observed by light microscope, showing the growth pattern and otolith zones; (a) otolith zones: CZ = central zone; MZ = middle zone; EZ = external zone; (b,c) microincrement pattern in two different areas of the EZ.
Jmse 09 00801 g004
Figure 5. Sagittal section of an otolith of Myctophum punctatum observed by scanning electron microscope, showing the growth pattern in the central zone (CZ) and the particular of growth increments in the external zone (EZ) ((a,b), respectively).
Figure 5. Sagittal section of an otolith of Myctophum punctatum observed by scanning electron microscope, showing the growth pattern in the central zone (CZ) and the particular of growth increments in the external zone (EZ) ((a,b), respectively).
Jmse 09 00801 g005
Figure 6. Gompertz best-fitting growth curves of Myctophum punctatum for all individuals and separated by sex.
Figure 6. Gompertz best-fitting growth curves of Myctophum punctatum for all individuals and separated by sex.
Jmse 09 00801 g006
Table 1. Starting values of the growth models for all datasets and for each gender. L = the theoretical asymptotic length, t0 = theoretical age when the body length is equal to 0, k = the growth rate at which SL approaches L whereas I = the age at inflection point.
Table 1. Starting values of the growth models for all datasets and for each gender. L = the theoretical asymptotic length, t0 = theoretical age when the body length is equal to 0, k = the growth rate at which SL approaches L whereas I = the age at inflection point.
Lkt0/I
All750.0644120
Females700.0872160
Males750.1070150
Table 2. Model selection based on AICc results for the general (all data) and gender data relative to the Gompertz, Von Bertalanffy (VBGM) and logistic models.
Table 2. Model selection based on AICc results for the general (all data) and gender data relative to the Gompertz, Von Bertalanffy (VBGM) and logistic models.
KAICcDelta_AICcAICcWtCum. Wt
AllGompertz4912.0000.590.59
VBGM4913.071.070.350.94
Logistic4916.454.450.061.00
FemaleGompertz4419.060.000.360.36
VBGM4419.230.160.340.70
Logistic4419.450.380.301.00
MaleGompertz4347.430.000.640.64
Logistic4348.601.170.361.00
VBGM4377.7030.270.001.00
Table 3. Results of the parameters of the best fitting models of all individual, females and males. Information includes L, k and I estimates, lower and upper 95% confidential interval (C.I.) and standard errors.
Table 3. Results of the parameters of the best fitting models of all individual, females and males. Information includes L, k and I estimates, lower and upper 95% confidential interval (C.I.) and standard errors.
Best Model ParametersParametersEstimateLower 95% C.I.Upper 95% C.I.Std. Error
All individuals
(Residual standard error: 3.326 on 170 degrees of freedom)
L74.7970.8679.712.28
k0.00840.00730.00960.0006
I139.60133.59147.483.52
Females
(Residual standard error: 3.676 on 73 degrees of freedom)
L81.4572.7199.006.31
k0.00680.00470.00910.0012
I143.90130.77175.089.00
Males
(Residual standard error: 2.688 on 68 degrees of freedom)
L75.0368.4987.234.56
k0.00770.00540.01030.0013
I132.00123.64147.795.24
Table 4. t-test results of the growth curves’ coefficients (L, K, t0 or I) of the age-at-length data between females, males and all individuals.
Table 4. t-test results of the growth curves’ coefficients (L, K, t0 or I) of the age-at-length data between females, males and all individuals.
ComparisonCompared Parameters of Growth Curves
LkI
Females vs. Malest = 0.7877
df = 3.6094
p-value = 0.4794
t = −0.4781
df = 3.9573
p-value = 0.6578
t = 1.0343
df = 3.0716
p-value = 0.3755
All vs. Malest = −0.2965
df = 2.8298
p-value = 0.7872
t = 0.4055
df = 2.7924
p-value = 0.7142
t = 0.7052
df = 3.1690
p-value = 0.5290
Females vs. Allt = 1.1380
df = 2.4335
p-value = 0.3547
t = −1.0791
df = 2.9559
p-value = 0.3606
t = 0.7055
df = 2.3717
p-value = 0.5434
Table 5. Number of increments in the otolith zones in studies regarding age, growth and microstructure of lanternfish species. When information on the increments’ range was lacking, the mean value was provided (*).
Table 5. Number of increments in the otolith zones in studies regarding age, growth and microstructure of lanternfish species. When information on the increments’ range was lacking, the mean value was provided (*).
SpeciesNumber of IndividualsSL Range (mm)Central Zone (CZ) or Larval Zone (LZ)Middle Zone (MZ) or Post-Larval Zone (PLZ)Maximum Number of Increments in the Whole OtolithReferences
Benthosemafibulatum4715–8030.8 *–38.4 *-~410[13]
Benthosemapterotum9814–4828.0 *–31.6 *-~330[13]
Benthosema pterotum1392.6–30.011–26 4–11 -[66]
Benthosema pterotum3516.60–39.4922–328–22315[11]
Benthosema suborbitale17811–3330–5013–34325[14]
Ceratoscopelus warmingii305.0–80.720–3520–65416[9]
Diaphus diademophilus236–4029.3 *-421[13]
Diaphus dumerili21012–6320–40 - 362[14]
Diaphus kapalae9511–1531–4810–1277[16]
Electrona antarctica11740–10327–4838–601355[17]
Lampanyctus sp.717–6726.0 *-250[13]
Lepidophanes guentheri28014–6520–3415–40439[14]
Myctophum asperum5258–8230.4 * 10.3 * 440[12]
Myctophum nitidulum4530–7933–4320–35-[36]
Myctophum punctatum17620.3–73.732–48 30–56 384Present paper
Myctophum spinosum1567–8134.0*-302[13]
Notoscopelus resplendens 20-35 * 23 * -[58]
Symbolophorus californiensis9323.0–107.330–6423–61541[9]
Symbolophorusevermanni1636–8636.3 *-249[13]
Tarletonbeania crenularis 1024.6–78.051–102 80–139 504[10]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Longo, F.; Malara, D.; Stipa, M.G.; Consoli, P.; Romeo, T.; Sanfilippo, M.; Abbate, F.; Andaloro, F.; Battaglia, P. Age, Growth and Otolith Microstructure of the Spotted Lanternfish Myctophum punctatum Rafinesque 1810. J. Mar. Sci. Eng. 2021, 9, 801. https://doi.org/10.3390/jmse9080801

AMA Style

Longo F, Malara D, Stipa MG, Consoli P, Romeo T, Sanfilippo M, Abbate F, Andaloro F, Battaglia P. Age, Growth and Otolith Microstructure of the Spotted Lanternfish Myctophum punctatum Rafinesque 1810. Journal of Marine Science and Engineering. 2021; 9(8):801. https://doi.org/10.3390/jmse9080801

Chicago/Turabian Style

Longo, Francesco, Danilo Malara, Maria Giulia Stipa, Pierpaolo Consoli, Teresa Romeo, Marilena Sanfilippo, Francesco Abbate, Franco Andaloro, and Pietro Battaglia. 2021. "Age, Growth and Otolith Microstructure of the Spotted Lanternfish Myctophum punctatum Rafinesque 1810" Journal of Marine Science and Engineering 9, no. 8: 801. https://doi.org/10.3390/jmse9080801

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop