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Ecosistemas y recursos agropecuarios

versión On-line ISSN 2007-901Xversión impresa ISSN 2007-9028

Ecosistemas y recur. agropecuarios vol.11 no.2 Villahermosa may./ago. 2024  Epub 23-Ago-2024

https://doi.org/10.19136/era.a11n2.3982 

Scientifics notes

Implications of continuous feeding on oxygen demand in an agastric short intestine fish (Teleostei: Atherinopsidae)

Implicaciones de la alimentación continua sobre la demanda de oxígeno en un pez agástrico con intestino corto (Teleostei: Atherinopsidae)

Jorge Fonseca-Madrigal1 
http://orcid.org/0000-0003-2861-6918

Carlos Cristian Martínez-Chávez1 
http://orcid.org/0000-0002-1438-897X

María Gisela Ríos-Durán1 
http://orcid.org/0000-0001-5046-600X

Pamela Navarrete-Ramírez2 
http://orcid.org/0000-0001-5760-0101

Laura Mariño-Reyes1 

Carlos Antonio Martínez-Palacios1  * 
http://orcid.org/0000-0003-0703-4599

1 Instituto de Investigaciones Agropecuarias y Forestales, Universidad Michoacana de San Nicolás de Hidalgo. San Juanito Itzícuaro S/N, CP. 58337. Morelia, Michoacán, México.

2 CONACYT-Instituto de Investigaciones Agropecuarias y Forestales, Universidad Michoacana de San Nicolás de Hidalgo, Carretera Morelia Zinapécuaro Kilómetro 9.5, CP. 58880. Tarímbaro, Michoacan, México.


Abstract

Continuous illumination and increased feeding periods have enhanced growth in commercial fish species. However, oxygen consumption under these conditions has yet to be previously assessed in agastric short-intestine fish. This study evaluated Chirostoma estor (Atherinopsidae) oxygen consumption under three specific feeding and light regimes: resting-unfed, routine-fed, and continuous light/feeding. Fish in the continuous light/feeding condition presented oxygen consumption levels 60 and 20% higher than resting-unfed and routine-fed fish, respectively. The latter implies that constant high oxygen supply levels are required to satisfy the demand for C. estor raised under these high growth rate conditions. The present study shows the relevance of determining oxygen consumption levels during continuous illumination and extended feeding periods to consider optimal oxygen levels required to achieve better performance indicators, such as the growth and welfare of atherinopsids and species with similar digestive configurations.

Keywords: Chirostoma estor; continuous illumination; frequent feeding

Resumen

La iluminación continua y el aumento de frecuencias alimenticias han mejorado el crecimiento de peces en cultivo. Sin embargo, el consumo de oxígeno en estas condiciones no se ha evaluado en peces agástricos de intestino corto. Este estudio evaluó el consumo de oxígeno de Chirostoma estor bajo tres regímenes específicos de alimentación y luz: reposo sin alimentación, alimentación de rutina y alimentación/luz continua. En este último tratamiento los peces presentaron niveles de consumo de oxígeno de 60 y 20% más altos que los peces en reposo y con alimentación rutinaria, respectivamente. Esto implica que se requieren niveles elevados y constantes de suministro de oxígeno para satisfacer la demanda de C. estor en cultivo en condiciones crecimiento acelerado. El presente estudio muestra la relevancia de determinar los niveles de consumo de oxígeno bajo protocolos de crecimiento acelerado para lograr mejores indicadores de desempeño de otras especies con configuraciones digestivas similares.

Palabras clave: Chirostoma estor; iluminación continua; alimentación frecuente

Introduction

New world silversides (Atherinopsidae) such as the Mexican Pike silverside Chirostoma estor and the Argentinian Pejerrey Odontesthes bonariensis, have promising aquaculture potential due to their cultural and gastronomic relevance (high market value), low trophic status (higher sustainability), and nutraceutical value (high omega 3 content), all of which are ideal characteristics for future candidate aquaculture species (FAO 2010, Martínez-Chávez et al. 2018, Martínez-Palacios et al. 2020). However, a significant throwback for their commercial success has been the slow growth observed when feeding protocols developed for other farmed species are applied (Martínez-Palacios et al. 2006, Miranda et al. 2006, Ross et al. 2008, Somoza et al. 2008). To our knowledge no other fish species in the world has the frequent feeding requirements of C. estor (~1 hour). Therefore, species-specific husbandry protocols are required based on their biology (i.e., feeding and digestive physiology), which is considerably different from those of currently farmed species (Ross et al. 2006, Toledo-Cuevas et al. 2011, Martínez-Palacios et al. 2019, Melo et al. 2023).

Nevertheless, growth performance in C. estor has been significantly (70%) improved experimentally by understanding its basic biology and applying biotechnological tools such as continuous illumination and frequent feeding (Martínez-Palacios et al. 2002, 2004, Martínez-Chávez et al. 2014, Corona-Herrera et al. 2022, Melo et al. 2023). Despite the higher metabolic activity under these enhanced-growth conditions, oxygen consumption and its operational implications (life support design) have yet to be considered to develop species-specific grow-out systems for Atherinopsids at different production scales (rural, semi-intensive, and intensive) in Mexico and South America, where these species are cultured with basic life support system technology. Therefore, this work aims to contribute knowledge that can be directly applied to bioengineering design for the aquaculture of Atherinopsid species.

Materials and methods

Despite no organisms where euthanized for sampling purposes, all experimental work was carried out in accordance with The European Parliament and The Council of the European Union, 2010/63/EU for animal experiments and the guidelines for the accommodation and care of animal used for experimental and other scientific purposes (The Commission of The European Communities 2007), adhering to the reduce, reuse and recycle principle.

Open respirometer set-up

Because Chirostoma estor are schooling fish, they are easily stressed when placed individually in conventional closed respirometer chambers, reflecting unnatural conditions which do not occur under culture. Thus, an experimental system was developed with open respirometers, as previously reported for other species (Brougher et al. 2005), providing a more practical approach to determine occurring oxygen consumption levels under culture. Three open respirometers (replicates) were used to place live fish in each trial; they consisted of a PVC tank of 2.60 m in length, 0.4 m wide, and 0.2 m high, with 168 L of capacity. Water originating from a deep well was supplied by two interconnected 300 L tanks, the first used as a constant-pressure header tank and the second to achieve maximum water oxygen saturation using multiple air stones. A compartment with a perforated wall allowed a constant laminar flow rate (1.5 L min- 1, set with a needle valve) to ensure adequate water mixing across the water column in each respirometer. A 1/16 hp pump (Boyu® model GX4P-6500T Guangdong, China) was used to transfer water to a cooler (Resun® model CW0500 Longgang, Shenzhen, China) for controlling the temperature at 24 ± 1°C (Martínez-Palacios et al. 2002).

The dissolved oxygen (DO) measurements were obtained in situ with an oxygen meter (YSI®, model 550A Yellow Springs, Ohio, USA), calibrated following manufacturing standards (at saturation, considering the local altitude, 1898 MAMSL). Measurements were taken by placing the electrode sensor at the influent and effluent in a counter-flow manner, thus stabilizing measurements for every respirometer. A fourth respirometer (without fish) was used as blank to consider the oxygen diffusion at the water surface, and the possible Biological Oxygen Demand (BOD), which values were subtracted from the oxygen consumption levels of each respirometer replicate.

Experimental design

Oxygen consumption of fish under three different feeding regimes was tested: a) resting-unfed, defined as the activity of fish under fasting and natural lighting and swimming conditions; b) routine-fed, defined as the activity of fish fed 6 times a day and under natural lighting conditions; and c) continuously fed, defined as the metabolic activity of fish fed every hour during 24 h under continuous illumination (24 h). Eight-month-old juvenile fish (C. estor) (41.4 ± 0.5 g) were obtained from stocks bred in captivity at Morelia, Michoacán, México, and allocated randomly in each respirometer. Formulated diets contained 42% protein, 5% lipid, and 4560 kcal kg-1, the currently used for this species (Martínez-Palacios et al. 2007).

Feeding regimes

Resting-unfed oxygen consumption: A total biomass of 500 ± 36 g of fish was introduced in each of three open respirometers (replicates) and acclimated for two weeks. During this period, fish were fed Artemia sp. nauplii twice per day (9:00 and 14:00 h) ad libitum the first week, a common practice for this species, which promotes feeding and an adequate transition to experimental conditions. The following week fish were fed to apparent satiation 6 times per day, on the hour, from 9:00 to 14:00 h with the formulated diet. After the acclimation, DO measurements were taken every hour for 24 hours on fasting fish. Fish were exposed to a natural photoperiod (approximately 13 h light: 11 h dark).

Routine-fed oxygen consumption: At the end of the previous trial, fish remained in the respirometers for one week for another acclimation period and were also fed with Artemia sp. nauplii ad libitum twice a day. The following week, fish were started on a day feeding regime of 6 times per day (9:00 to 14:00 h on the hour) to apparent satiation with the formulated diet. DO levels in this trial were measured hourly before feeding over a 24 h period starting on the third week. As before, fish were exposed to a natural photoperiod (approximately 13 h light: 11 h dark).

Continuous illumination and feeding oxygen consumption: Following the routine-fed trial, fish were acclimated under continuous illumination (24 h light: 0 h dark, with four 40 watts fluorescent bulbs in each treatment) and fed 24 h a day on the hour with the same formulated diet during 5 days. On day six, under the same conditions, DO levels were measured over a 24 h period hourly before feeding. Photoperiod was maintained under continuous illumination during this trial.

Oxygen consumption rates were calculated for each trial using the following equation (Forsberg 1997):

M = (DOin-DOout)×Q×B-1

Where M is the weight-specific oxygen consumption rate (mg O2 kg-1 h-1), DO in and DO out are the dissolved oxygen concentrations (mg L-1), in the inlet and outlet water, respectively, Q is the water flow (L min-1), and B is fish biomass (kg) in the tank. The mean oxygen consumption rate (mg O2 kg-1 h-1) and daily total oxygen consumption (mg O2 kg-1 day-1) were determined.

Data were analyzed for normality and homoscedasticity using Shapiro-Wilks and Bartlett’s tests. Repeated measures ANOVA analyses were done for feeding regimes to determine significant differences in oxygen consumption with a post hoc Tukey analysis (ɑ = 0.05).

Results and discussion

Extended photoperiods (18L:6D) or continuous illumination are common tools to enhance growth in commercial fish species (Taranger et al. 2010, Hansen et al. 2017). Under these illumination conditions, prolonged feeding periods and locomotion activities can significantly increase metabolic rates. Published information about oxygen consumption under these conditions is limited to gastric species such as Turbot and Nile Tilapia (Imsland et al. 1995). On the other hand, stomachless-short intestine fish are interesting models with high aquaculture potential being low trophic consumers and frequent feeders due to their feeding habits and digestive configuration (Day et al. 2011, Vital-Rodríguez et al. 2017, Martínez-Chávez et al. 2018). In this work, the oxygen consumption of C. estor juveniles was evaluated under different light and feeding conditions in open respirometers, providing a first insight into oxygen demand levels for commercial grow-out applications in a gastric short-intestine fish. Total daily oxygen consumption rates in this study presented significant differences within the tested conditions. The mean daily oxygen consumption and total daily oxygen consumption rates in routine-fed and continuous light/feeding treatments were 34% and 60% higher than in resting-unfed conditions, respectively. When comparing feeding treatments, continuous light/feeding increased the mean daily oxygen consumption and total daily oxygen consumption rates by around 20% compared to routine-fed conditions (Table 1).

Table 1 Oxygen consumption of Chirostoma estor for resting-unfed, routine-fed, and continuous light/feeding conditions. 

Treatment Mean daily oxygen consumption rate (mg O2 kg-1 h-1) Total daily oxygen consumption (mg O2 kg-1 day-1)
Resting-unfed 116.5 ± 5.62b 2826.0 ± 86.82c
Routine-fed 156.3 ± 4.99a 3776.0 ± 82.62b
Continuous light/feeding 186.1 ± 6.99a 4467.0 ± 167.70a
P value 0.0072 0.0017

Different letters indicate significant differences between treatments (P ≤ 0.05).

For practical comparative purposes, oxygen consumption data from continuous light and frequent feeding treatment were plotted together with resting-unfed and routine-fed treatments (Figure 1). Fish under continuous light/feeding had constantly higher mean oxygen consumption levels (oscillating between 160-200 mg O2 kg-1 h-1) as compared to those in the resting and routine trials (1.4-fold and 1.6-fold respectively), except during the acrophase, which is directly associated to feeding (13-16 h) where oxygen levels reached those of continuous feeding (Figure 1). Feeding every hour under continuous illumination increases oxygen consumption in juvenile C. estor by 20% compared to routine-fed treatment. Increased oxygen consumption under continuous illumination compared to a controlled photoperiod was also found in turbot (Imsland et al. 1995). However, in contrast to the current study, a diel profile remained, possibly because the feeding regime in turbot was restricted to the natural photophase. Because feeding frequency is necessary to achieve high growth rates in this agastric short-intestine fish (Corona-Herrera et al. 2022, Melo et al. 2023), the higher oxygen demand under continuous light and feeding should be considered for the life support systems design of this and other atherinopsids under culture.

Figure 1 Oxygen consumption profiles of juvenile Chirostoma estor under resting-unfed, routine-fed and continuous light/feeding conditions at 24 ± 1°C (mean ± S.D). Feeding time points for routine-fed and continuous feeding and illumination are not shown. 

The fact that fish in this study were observed to accept feed every hour for 24 hours stands out the frequent feeding capacity of C. estor compared to other digestive fish models (gastric or agastric with long intestine), which may feed less frequently. Thus, a frequent feeding strategy is crucial in these digestive models to achieve adequate growth performances (Corona-Herrera et al. 2022, Melo et al. 2023) and explains the apparent slow growth previously reported (Martínez-Palacios et al. 2006, Miranda et al. 2006, Ross et al. 2008, Somoza et al. 2008).

Interestingly, C. estor under resting-unfed treatment showed a similar diel oxygen consumption profile to the routine-fed condition of lower amplitude (Figure 1). This suggests the presence of an anticipatory feeding rhythm activity, established by the previous acclimation-feeding period as reported in other teleosts (Madrid et al. 2001, López-Olmeda and Sánchez-Vázquez 2010), this, however, would need further confirmation.

Dissolved oxygen levels need to be particularly monitored in the culture of C. estor under fast growth conditions (continuous illumination/feeding) as they consume around 20% more oxygen than fish fed 6 times a day under a natural photoperiod. The latter has logistic and technical implications, such as programable automatic feeders, lighting technology, and continuous oxygen monitoring to achieve maximum growth in C. estor culture under appropriate welfare parameters.

The results provide valuable information about C. estor oxygen requirements under two feeding and photoperiod regimes. This information is valuable for novel agastric short-intestine species cultured under continuous illumination and extended feeding regimes. This basic bioengineering information can be used for designing intensive rearing facilities for the culture of C. estor and other atherinopsids.

Acknowledgments

The authors gratefully acknowledge Dr. Lindsay G. Ross as a scientific advisor, and M. I. Sibila Concha Santos and IBQ. Lucía Leal for the support in chemical analyses, and Cristella Díaz Bedolla and Biol. Jesús López García for assistance in the experiment. In memory of Dr. Lazaro Cruz Aguilar.

Literature cited

Brougher DS, Douglass LW, Soares JHJr (2005) Comparative oxygen consumption and metabolism of striped bassMorone saxatilisand its HybridM. chrysops♀ x M. saxatilis♂. Journal of the World Aquaculture Society 36: 521-529. https://doi.org/10.1111/j.1749-7345.2005.tb00400.x [ Links ]

Corona-Herrera GA, Navarrete-Ramírez P, Sanchez-Flores FA, Jimenez-Jacinto V, Martínez-Palacios CA, Palomera-Sánchez Z, Volkoff H, Martínez-Chávez CC (2022) Shining light on the transcriptome: Molecular regulatory networks leading to a fast-growth phenotype by continuous light in an environmentally sensitive teleost (Atherinopsidae), Journal of Photochemistry and Photobiology B: Biology 235: 1-9. https://doi.org/10.1016/j.jphotobiol.2022.112550. [ Links ]

Day RD, German DP, Manjakas JM, Far I, Hansen MJ, Tibetts IR (2011) Enzymatic digestion in stomachless fishes: how a simple gut accommodates both herbivory and carnivory. Journal of Comparative Physiology B 181: 603-613. https://doi.org/10.1007/s00360-010-0546-y [ Links ]

FAO (2010) World aquaculture. Organización de las Naciones Unidas para la Alimentación y la Agricultura. http://www.fao.org/docrep/014/ba0132e/ba0132e.pdf . Fecha de consulta: 19 de diciembre de 2023. [ Links ]

Forsberg OI (1997) The impact of varying feeding regimes on oxygen consumption and excretion of carbon dioxide and nitrogen in post-smolt Atlantic salmon Salmo salar L. Aquaculture Research 28: 29-41. https://doi.org/10.1046/j.1365-2109.1997.00826.x [ Links ]

Hansen TJ, Fjelldal PG, Folkedal O, Vågseth T, Oppedal F (2017) Effects of light source and intensity on sexual maturation, growth and swimming behavior of Atlantic salmon in sea cages. Aquaculture Environment Interactions 9: 193-204. https://doi.org/10.3354/aei00224 [ Links ]

Imsland AK, Folkvord A, Stefansson SO (1995) Growth, oxygen consumption and activity of juvenile turbot (Scophthalmus maximus L.) reared under different temperatures and photoperiods. Netherlands Journal of Sea Research 34: 149-159. https://doi.org/10.1016/0077-7579(95)90023-3 [ Links ]

López-Olmeda JF, Sánchez-Vázquez FJ (2010) Feeding rhythms in fish: From behavioral to molecular approach. In: Kulczykowska E, Popek W, Kapoor B (eds) Biological Clock in Fish. Enfield. USA. pp. 155-184. [ Links ]

Madrid JA, Boujard T, Sánchez-Vázquez FJ (2001) Feeding Rhythms. In: Houlihan D, Boujard T, Jobling M (eds) Food Intake in Fish. https://doi.org/10.1002/9780470999516.ch8 [ Links ]

Martínez-Chávez CC, Tello-Ballinas JA, Fonseca-Madrigal J, Ross LG, Martínez-Palacios CA (2014) Photoperiodic growth enhancement in a tropical batch spawning atherinopsid, pike silverside Chirostoma estor. Journal of Fish Biology 85: 546-553. http://doi.org/10.1111/jfb.12442 [ Links ]

Martínez-Chávez CC, Alarcón-Silva EM, Martínez-Palacios CA, Navarrete-Ramírez P, Raggi L, Corona-Herrera GA, García JL, Strüssmann CA, Ross LG (2018) Sexual dimorphism in pelvic in length of two endangered freshwater Atherinopsid species with high aquaculture potential. North American Journal of Aquaculture 80: 310-314. https://doi.org/10.1002/naaq.10036 [ Links ]

Martínez-Palacios CA, Ríos-Duran MG, Toledo-Cuevas EM, Aguilar-Valdez MC, Ross LG (2002) Progress in pike silverside (Chirostoma estor estor) farming. Ciencia Nicolaita 32: 73-90 (http://nutricionacuicola.uanl.mx/index.php/acu/article/view/182Links ]

Martínez-Palacios CA, Comas Morte J, Tello-Ballinas JA, Toledo-Cuevas M, Ross LG (2004) The effects of saline environments on survival and growth of eggs and larvae of Chirostoma estor estor Jordan 1880 (Pisces: Atherinidae). Aquaculture 38: 509-522. https://doi.org/10.1016/j.aquaculture.2003.10.032. [ Links ]

Martínez-Palacios CA, Racotta IS, Ríos-Duran MG, Palacios E, Toledo-Cuevas EM, Ross LG (2006) Advances in applied research for the culture of Mexican silversides (Chirostoma, Atherinopsidae). Biocell 1: 137-48. [ Links ]

Martínez-Palacios CA, Ríos-Durán MG, Ambriz-Cervantes L, Ross LG, Jauncey K (2007) Dietary protein requirement of juvenile Mexican Silverside (Chirostoma estor, Jordan 1879), a stomachless zooplantophagous fish. Aquaculture Nutrition 13: 304-310. https://doi.org/10.1111/j.1365-2095.2007.00479.x [ Links ]

Martínez-Palacios CA, Aguilar-Valdez MC, Strüssmann CA, Ríos-Durán MG, Toledo-Cuevas EM, Navarrete-Ramírez P, Fonseca-Madrigal J, Martínez-Chávez CC, Ross LG (2019) The orobranchial structures in four neotropical silversides (Teleostei: Atherinopsidae) related with feeding habits. Zoomorphology 138: 511-523. https://doi.org/10.1007/s00435-019-00457-1 [ Links ]

Martínez-Palacios CA, Concha-Santos S, Toledo-Cuevas EM, Ríos-Durán MG, Martínez-Chávez CC, Navarrete-Ramírez P, Raggi L, Strussmann C, Hualde JP, Demicheli MA, Fonseca-Madrigal J (2020) High levels of docosahexaenoic acid are present in eight New World silversides (Pisces: Atherinopsidae). Neotropical Ichthyology 18: 1-11. https://doi.org/10.1590/1982-0224-2019-0089 [ Links ]

Melo N, Moreira-Konig IF, Ríos-Durán MG, Navarrete-Ramírez P, Martínez-Palacios CA, Solis-Murgas LD, Martínez-Chávez CC (2023) Feeding frequency has a determinant role in growth performance, skeletal deformities, and body composition in the Mexican pike silverside (Chirostoma estor), an agastric short-intestine fish (Teleostei: Atheriniformes). Aquaculture 562: 1-8. https://doi.org/10.1016/j.aquaculture.2022.738766. [ Links ]

Miranda LA, Berasain GE, Velasco CAM, Shirojo Y, Somoza GM (2006) Natural spawning and intensive culture of pejerrey Odontesthes bonariensis juveniles. Biocell 30: 157-162. [ Links ]

Ross LG, Martínez-Palacios CA, Aguilar-Valdez MC, Beveridge MCM, Chavez-Sanchez MC (2006) Determination of feeding mode in fish: the importance of using structural and functional feeding studies in conjunction with gut analysis in selective zooplanktivore Chirostoma estor Jordan 1980. Journal of Fish Biology 268: 1-3. https://doi.org/10.1111/j.1095-8649.2006.01061.x [ Links ]

Ross LG, Martínez-Palacios CA, Morales EJ (2008) Developing native fish species for aquaculture: the interacting demands of biodiversity, sustainable aquaculture and livelihoods. Aquaculture Research 39: 675-683. https://doi.org/10.1111/j.1365-2109.2008.01920.x [ Links ]

Somoza GM, Miranda LA, Berasain GE, Colautti D, Remes Lenicov M, Strüssmann CA (2008) Historical aspects, current status and prospects of pejerrey aquaculture in South America. Aquaculture Research 39: 784-793. https://doi.org/10.1111/j.1365-2109.2008.01930.x [ Links ]

Taranger GL, Carrillo M, Schulz RW, Fontaine P, Zanuy S, Felip A, Weltzien F, Dufour S, Karlsen Ø, Norberg B, Andersson E, Hansen T (2010) Control puberty in farmed fish. General and Comparative Endocrinology 165: 483-515. https://doi.org/10.1016/j.ygcen.2009.05.004 [ Links ]

The Commission of The European Communities (2007) Commission recommendation of 18 June 2007 on guidelines for the accommodation and care of animals used for experimental and other scientific purposes (notified under document number C(2007) 2525). 2007/526/EC. Official Journal of the European Union. OJ L 197, 30.7.2007, p. 1-89. [ Links ]

Toledo-Cuevas EM, Moyano-López FJ, Tovar-Ramírez D, Strüssmann CA, Álvarez-Gónzalez CA, Martínez-Chávez CC, Martínez-Palacios CA (2011) Development of digestive biochemistry during initial stages in three cultured Atherinopsids. Aquaculture Research 42: 776-786. https://doi.org/10.1111/j.1365-2109.2011.02853.x [ Links ]

Vital-Rodríguez BE, Ramírez-Herrejón JP, Moncayo-Estrada R, Caraveo-Patiño J, Domínguez-Domínguez O (2017) Feeding strategy of silverside species in eutrophic Lake Pátzcuaro, Mexico. Journal of Applied Ichthyology 33: 93-101. https://doi.org/10.1111/jai.13248 [ Links ]

Received: January 23, 2024; Accepted: June 01, 2024

*Corresponding author: cpalacios@umich.mx

The authors have no competing interests to declare that are relevant to the content of this article.

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