Entomological indicators and food sources of triatomines in the Brazilian semi-arid region

ABSTRACT

Background:

Triatomines are biological vectors of Trypanosoma cruzi, the etiological agent of Chagas Disease (CD) and have various mammalian hosts. This study evaluated the entomological indicators and food sources of triatomines in Petrolina in the semi-arid region of Brazil, where CD is endemic.

Methods:

Triatomines were captured indoors and outdoors through an active search and entomological indices (household and natural infections) were calculated. Parasitological analyses were performed through microscopic visualization using Giemsa-stained insect feces, and DNA sequencing was employed to identify food sources from the gut contents of 82 insects (9.05%) that were better preserved.

Results:

We captured triatomines (906) in peridomicile (807) and intradomicile (99): Triatoma brasiliensis (84.7%, 767 specimens), Triatoma spp. (8.2%, 74 specimens), T. pseudomaculata (6.5%, 59 specimens), Rhodnius spp. (0.4%, four specimens), R. nasutus (0.1%, one specimen), and T. sordida (0.1%, one specimen). The household infestation index is 11.8%. Thirty-five triatomines were infected (33 T. brasiliensis and two T. pseudomaculata), corresponding to a natural infection index of 3.8%. The identified food sources were human T. pseudomaculata and T. brasiliensis, dogs for T. brasiliensis and rodents (Mus musculus) for T. brasiliensis.

Conclusions:

The results reinforce the need to intensify CD diagnosis, surveillance, and control actions, as an increase in entomological indices was recorded. Blood from humans and domestic and synanthropic animals was detected in the infected triatomines, suggesting a risk of CD vector transmission in Petrolina. As CD is a zoonosis, multidisciplinary and intersectoral CD surveillance must be conducted in the context of the One Health.

Keywords:
Vectors; Household infestation index; Natural infection index; Disease ecology; Epidemiology; One Health

INTRODUCTION

Triatomines (Hemiptera, Triatominae) are vectors of Trypanosoma cruzi (Chagas, 1909) (Kinetoplastida, Trypanosomatidae), a protozoan that causes Chagas Disease (CD)¹. Neglected tropical diseases are endemic in 21 countries in Latin America, with approximately 6-8 million infected individuals, 30,000 cases per year and 10,000 deaths². Transmission also occurs through ingestion of food contaminated with T. cruzi³.

Triatomines are found in domestic, peridomestic, and wild environments⁴, and 64 species of Hemiptera have been identified in Brazil^5-6. In Pernambuco, 14 species have already been recorded⁷, namely: Panstrongylus geniculatus (Latreille, 1811), Panstrongylus megistus (Burmeister, 1835), Panstrongylus lutzi (Neiva & Pinto, 1923), Panstrongylus tibiamaculatus (Pinto, 1926), Rhodnius nasutus Stål, 1859, Rhodnius neglectus Lent, 1954, Triatoma brasiliensis Neiva, 1911, Triatoma infestans (Klug, 1834), Triatoma melanocephala Neiva & Pinto, 1923, Triatoma pseudomaculata Corrêa & Espínola, 1964, Triatoma petrocchiae Pinto & Barreto, 1925, Triatoma rubrofasciata (De Geer, 1773), Triatoma sordida (Stål, 1859), and Psammolestes tertius Lent & Jurberg, 1965^8-11. T. brasiliensis and T. pseudomaculata are the most relevant species throughout northeastern Brazil^6,12-13 as they have a high capacity for adaptation to intra-domestic, peridomestic, and wild environments, although T. brasiliensis presents superior vector capacity and competence¹³.

The transmission of T. cruzi occurs in three cycles: (i) wild, which involves triatomines and wild mammals; (ii) peridomestic animals, including domestic animals (dogs, cats, pigs, and goats), synanthropic animals (such as marsupials and rodents), and wild triatomines, which are attracted to food sources inside homes; and (iii) domestic animals, which are related to transmission between humans, domestic animals, and triatomines^14-16.

Mammals from different orders act as hosts for T. cruzi and those that stand out in the morphoclimatic domain of the Caatingas, in the Brazilian semi-arid region^17-18. Dogs act as sentinels to identify areas at risk of CD emergence, as highlighted in studies in Argentina¹⁹, Brazil²⁰, and the United States²¹. These mammals are considered one of the primary elements of transmission within the home, serving as a bridge between wild and domestic cycle^16,22, in addition to being susceptible to manifesting the disease^19,21,23.

Among CD surveillance and control strategies, some entomological indicators stand out, such as the household infestation index, related to the index of household units with the occurrence of triatomines, and the natural infection index, associated with the percentage of triatomines positive for trypanosomatids²⁴.

Pernambuco is at risk vector transmission of CD²⁵. From 2012 to 2017, Petrolina was the municipality in the Sertão region of the São Francisco River that had the largest number of triatomines captured as well as the largest number of insects infected by T. cruzi²⁶. The study of triatomine food sources can significantly support the knowledge about their natural hosts and their role in the transmission of T. cruzi, effectively contributing to the epidemiological surveillance of the disease. According to the Coordenação Municipal de Controle da Doença de Chagas de Petrolina, in the last 4 years, 39 cases of chronic CD have been diagnosed in the municipality of Petrolina due to vector transmission²⁶. Therefore, this study aimed to understand the entomological indicators and identify the hosts that act as food sources for triatomines in the municipality of Petrolina, to contribute to CD surveillance and control actions in Pernambuco from the perspective of the One Health.

METHODS

● Study area

The municipality of Petrolina (9º 23' 55'' S, 40º 30' 3'' W) is in the morphoclimatic domain of the Caatingas²⁷, in the semi-arid region of Pernambuco, in the Sertão of São Francisco River region^28,29 (Figure 1). It has the third largest population in the state of Pernambuco: 386,786 inhabitants, with a demographic density of 84.79 inhabitants/km2, an area of 4,561.870 km2; 72.7% of households with adequate sanitation, 91.9% of urban homes on tree-lined public roads, and 8.7% of homes with adequate urbanization³⁰. The average annual rainfall is 560 mm, temperature with average variations between 24 ºC and 28 ºC and average relative humidity between 66% and 72% in the wettest months³¹.

FIGURE 1:
Map of study area, Petrolina, Pernambuco state, Brazil.

● Ethical considerations, collection, and processing of triatomines

The insects were captured from January to December 2022, during entomological research carried out by health agent of the municipality, following the routine of the State Chagas Disease Surveillance and Control Program (PCDCh), in accordance with the “Manual of Surveillance, Prevention and Control of Zoonoses: technical and operational standards” of the Ministry of Health³² and the guidelines of Technical Note 36/2012 of July 25, 2012, of the Ministry of Health. This is the standard procedure used in entomological research to control CD in Pernambuco. Therefore, it was not necessary to submit this research to the Human Research Ethics Committee.

Insects were collected using entomological tweezers and flashlights to inspect crevices and places without lighting, and all rooms in the household units were inspected. Entomological research began in houses/intradomiciles (walls, furniture, and mattresses). Subsequently, inspections were conducted in the vicinity/peridomicile (grain and tool storage areas, chicken coops, animal pens, stone walls, fences, and rubble).

All the activities and pertinent data were recorded in a specific form and used for routine entomological research. The presence of a single triatomine specimen was sufficient for the household unit to be considered positive in entomological research, intra-domicile, and/or peridomicile. The triatomines were sent to the Regional Entomology Laboratory of VIII GERES and the Pernambuco Central Laboratory Dr. Milton Bezerra Sobral - LACEN/Central Laboratory of Endemics (LABEND) for taxonomic identification and parasitological research. Specimens with incomplete data on their origin, those without specific identification, and those without conditions for examination were excluded. The specimens were identified to the species level according to Galvão and Gurgel-Gonçalves¹⁰, Lent and Wygodzinsky³³, and Gurgel-Gonçalves et al.³⁴. The identification of Triatoma brasiliensis nymphs was based on the following morphological characteristics: tibiae with a subapical ring, a pronotum design that looks like two question marks, and the dorsal surface of the abdomen without a defined design³⁵.

The household infestation index was calculated using the following formula²⁴: household infestation index = (total number of household units with triatomines/total number of household units surveyed) × 100.

For parasitological analyses using the conventional method in triatomines, fresh intestinal contents of the insects were examined by abdominal compression. All captured insects were examined and confirmed through visualization of the parasites by direct examination of triatomine feces and subsequent confirmation of the stained slides using GIEMSA³⁶. The natural infection index was calculated using the following formula²⁴: natural infection index = (total number of infected triatomines/total number of insects examined) × 100.

● Identification of triatomine food sources

Not all captured triatomines were processed to identify the food sources. The best preserved triatomines infected with T. cruzi were used, from which intestinal contents were used for DNA extraction. Intestinal content samples were processed at the National and International Reference Laboratory for Triatomine Taxonomy of the Oswaldo Cruz Institute Foundation to identify food sources.

Genomic DNA was extracted using a DNeasy Blood & Tissue kit (Qiagen) following the manufacturer's protocol. DNA concentration was estimated using the Quantus TM Fluorometer (Promega). The PCR mix without DNA was used as a negative control, and triatomine specimens from the National and International Reference Laboratory for Triatomine Taxonomy Insectary (with controlled feeding) were used as positive controls.

To identify the food source, PCR was performed using the Platinum II Hot-Star Master Mix Kit (Thermo Fisher Scientific) and the 12S rDNA marker^37-38. The PCR products were electrophoresed on an agarose gel (2%), stained with Gel Red (Biotium, Inc., California, USA), and observed under UV light. The amplicons were purified using EXOSAP (Affymetrix, USA).

DNA fragments were sequenced by Sanger sequencing. Sequences were visualized, edited, and aligned using Bioedit v. 7.0.5 (Department of Microbiology, North Carolina State University) and Lasergene SeqMan TM v. 7 (DNStar, Madison, Wisconsin, USA) and compared using Blast (Basic Local Alignment Search Tool) in the National Center for Biotechnology Information database (http://blast.ncbi.nim.nih.gov/Blast.cgi). Only sequences with a coverage above 95% were considered for species identification.

● Data analysis

Data were analyzed using descriptive statistics. The chi-square test (χ²) was used to analyze the number of triatomines captured at the intradomicile and peridomicile, and the G-test was used to compare triatomine species with the capture environment (intradomicile or peridomicile). Statistical significance was set at 5%. The BioEstat software version 5.3 was used.

RESULTS

According to secondary data provided by the Petrolina Municipal Health Department, 906 triatomines will be captured in the municipality in 2022. Triatoma brasiliensis accounted for 84.7% (767/906) of the total (419 nymphs and 348 adults), Triatoma spp. accounted for 8.2% (74/906 nymphs), and T. pseudomaculata 6.5% (59/906 adults). Rhodnius spp. constituted 0.4% (4/906 nymphs) of the total, R. nasutus represented 0.1% (1/906 adults), and T. sordida 0.1% (1/906 adults) (Table 1).

TABLE 1:
Triatomine species and natural infection index by Trypanosoma cruzi in the municipality of Petrolina, an endemic area of Chagas Disease in Brazilian semi-arid region.

Species	Peridomicile								Intradomicile								Total
	Adults (n)	%	FS (n)	Nymphs (n)	%	FS (n)	Total	%	Adults (n)	%	FS (n)	Nymphs (n)	%	FS (n)	Total	%	Total	%	IIN
Triatoma brasiliensis	303	44.8	31	373	55.2	20	676	83.8	45	49.5	10	46	50.5	11	91	91.9	767	84.7	4,3
Triatoma spp.	0	0	0	70	0	0	70	8.7	0	0	0	4	100	0	4	4	74	8.2	0
Triatoma pseudomaculata	56	100	9	0	0	0	56	6.9	3	100	1	0	0	0	3	3	59	6.5	3,4
Rhodnius spp.	0	0	0	4	100	0	4	0.5	0	0	0	0	0	0	0	0	4	0.4	0
Rhodnius nasutus	1	100	0	0	0	0	1	0.1	0	0	0	0	0	0	0	0	1	0.1	0
Triatoma sordida	0	0	0	0	0	0	0	0	1	100	0	0	0	0	1	1	1	0.1	0
Total	360	44.6	40	447	55.4	20	807	89.1	49	49.5	11	50	50.5	11	99	10.9	906	100	3,8

• Legend: FS: Used for the analysis of food sources; IIN: natural infection index.

Overall, 2,717 household units were visited, with a household infestation index of 11.04% (300/2717).

Of the 906 triatomines captured, 807 (89.1%) were captured in peridomicile and 99 (10.9%) in intradomicile (χ² = 313.39, df = 4, p = 1.40 E-66). The predominant species in the peridomicile area was T. brasiliensis (676), followed by Triatoma spp. (70), T. pseudomaculata (56), Rhodnius spp. (4), and R. nasutus (1). In the intradomicile period, this scenario was also repeated, with T. brasiliensis being the most frequent (91), followed by Triatoma spp. (4), T. pseudomaculata (3), and T. sordida (1) (G-test = 7.1319; p = 0.0283) (Table 1).

Of the 906 captured insects, 35 were infected, corresponding to a natural infection index of 3.8%. Regarding T. brasiliensis, 33 specimens were infected, with a natural infection index of 4.3%, whereas two specimens of T. pseudomaculata were infected, representing a natural infection index of 3.4%.

To identify food sources, 82 triatomine specimens were used: T. brasiliensis (72 specimens: 41 adults and 31 nymphs) and T. pseudomaculata (10 adult specimens). Regarding the location of capture, 60 (51 T. brasiliensis and nine T. pseudomaculata) were in the peridomicile (animal pens, chicken coops, stone walls, fences, and rubble) and 22 (21 T. brasiliensis and one T. pseudomaculata). Of the 82 triatomines analyzed, 11 were infected: nine with T. brasiliensis and two with T. pseudomaculata, which corresponded to a natural infection index of 13.4% (Table 1).

Of the 82 specimens, in five (one nymph and four adults), it was possible to identify the food source: human blood in T. pseudomaculata (two) and T. brasiliensis (one), dog blood in T. brasiliensis (one), and rodent (Mus musculus) blood in T. brasiliensis (one) (Table 2). All five specimens whose food sources were identified were infected. Of the three triatomines in which human blood was identified, two were intra-domicile and one was peridomicile, whereas the two triatomines infected with dog and rodent blood were captured in the peridomicile (Table 2).

TABLE 2:
Species of infected triatomines captured in the municipality of Petrolina, an endemic area of Chagas Disease in Brazilian semi-arid, according to the stage of development and identified food source.

Triatomines	Capture location	Estage of development	Food source
Triatoma pseudomaculata	intradomicile	adult	Homo sapiens
Triatoma brasiliensis	intradomicile	adult	Homo sapiens
Triatoma brasiliensis	peridomicile	adult	Canis lupus familiaris
Triatoma pseudomaculata	peridomicile	adult	Homo sapiens
Triatoma brasiliensis	peridomicile	nymph	Mus musculus

DISCUSSION

According to Jansen et al.¹⁶, the assessment of infection risks for humans in each location must jointly consider the triatomine fauna, mammalian hosts, and reservoirs. In this regard, identification of the food sources of triatomines is an important contribution to the knowledge of their natural hosts and their respective roles in the transmission of T. cruzi, effectively contributing to the epidemiological surveillance of the disease, mainly using molecular techniques. This study is pioneering in Pernambuco in terms of the molecular identification of food sources for infected triatomines.

T. brasiliensis and T. pseudomaculata are triatomines adapted to the morphoclimatic domain of the Caatingas, and a semi-arid climate has been identified in previous studies conducted in Petrolina from 2012 to 2017^13,39. Both are of epidemiological importance because of their high capacity to adapt to intradomicile, peridomicile, and wild environments, although T. brasiliensis has superior vector capacity and competence¹¹.

According to the Coordenação Municipal de Controle da Doença de Chagas de Petrolina²⁶, the household infestation index in the present study (11.04%) was higher than that in 2018 (5.5%). The increase in this rate may have occurred because of the suspension of visits by Endemic Disease Control Agents (ACE) during the COVID-19 pandemic. Therefore, spraying aimed at eliminating triatomines from the home environment was not performed in this study. Alpha-cypermethrin has been used in Pernambuco for two decades⁴⁰.

The household infestation index in Petrolina was higher than that of the entire state of Pernambuco in recent years: 2007 (9.45%), 2008 (8.9%), 2009 (8.8%), 2010 (9, 0%), 2011 (7.1%), 2012 (6.9%), 2013 (8.6%), 2014 (7.7%), 2015 (8.3%), 2016 (8.5%), 2017 (6.7%)^41-42. From 2011 onward, surveillance actions were implemented in the state through the Program to Combat Neglected Diseases (SANAR), which were directly reflected in the household infestation index. The state no longer had numbers higher than before the implementation of the SANAR, which established the goal of maintaining the household infestation index in municipalities below 10%^41-42.

The natural infection index of Petrolina in the present study (3.8%) was higher than that in the period 2012-2017 (2.4%)¹³. T. brasiliensis had a natural infection index (4.3%) higher than that in 2018 in the municipality (3.8%); in 2017, the natural infection index of T. brasiliensis was also lower (2%)¹³, while in 2016, no infected triatomines were found in the municipality²³. The natural infection rate of this species exhibited a potentially unstable pattern: 5.5% in 2012, 2.1% in 2013, 1.6% in 2014, and 6% in 2015¹³. No statistical tests were performed to validate the observed fluctuations.

The results of the present study are in line with those of other studies conducted in Pernambuco regarding the natural infection index of T. cruzi in T. brasiliensis: 6.5%⁴⁰, 19.2%³⁹, 7.41%⁴³, 10.50%³⁶, and 12,2%⁴⁴. In other studies, carried out in the northeastern region, T. brasiliensis was also found infected in Piauí (7.18%)³⁴ and in Rio Grande do Norte (1.2%)⁴⁵ (2.8%)⁴⁶.

Triatoma pseudomaculata had a lower natural infection rate (3.4%) than in 2017 in the municipality (1.4%)¹³. Notably, no infected specimens were observed between 2013 and 2016¹⁰. In 2012, the infection rate of natural T. pseudomaculata was 7.7%²⁶. Similar to the present study, T. pseudomaculata presented with infection in other studies conducted in Pernambuco: 8%⁴⁰, 13.1%³⁹, 8.70%³⁶, and 12.90%⁴³. Research carried out in northeastern Brazil confirms T. cruzi infection in T. pseudomaculata: Piauí (2.28%)³⁴, Rio Grande do Norte (0.1%)⁴⁴ and Bahia (4%)⁴⁷. Outside the northeastern region, infection was detected in T. pseudomaculata in Goiás in a study that did not record the infection rate⁴⁷.

In the present study, infection by T. cruzi was not detected in T. sordida, which was also recorded by Silva et al.¹³ not only in Petrolina, but also in all municipalities in the Sertão of the São Francisco River region from 2012 to 2017. Silva et al.⁴⁰, Silva et al.⁴³, and Medeiros et al.³⁶ also did not record infections in this species of triatomine in Pernambuco. In contrast, in Goiás⁴⁸, Paraná⁴⁹, and Bahia⁴⁷T. cruzi infection was recorded in T. sordida.

Infection with R. nasutus was also not detected in the present study, which has also been reported in the state⁴⁰ and Rio Grande do Norte⁴⁵. This result differed from those obtained by Piauí³⁴ and Pernambuco³⁶.

The municipality of Petrolina demonstrates a certain seasonality of species, except T. brasiliensis and T. pseudomaculata, which were frequently recorded. From 2012 to 2017, T. sordida was recorded from 2013 to 2017¹³, while R. nasutus was recorded only in 2018¹³.

In the present study, it was possible to identify food sources for only 6% of the triatomines studied. One factor that may have prevented DNA amplification was the preservation of the captured material before DNA extraction. It is also important to consider that among the Brazilian morphoclimatic domains, the Caatinga has one of the highest temperatures, especially during the dry period, which accelerates the digestion of blood consumed by triatomines⁵⁰.

In a study carried out in Pernambuco, using the precipitin technique, Silva et al.⁵¹ identified the eclectic eating behavior of T. brasiliensis and T. pseudomaculata when recording birds, rodents, dogs, opossums, lizards, cattle, goats, cockroaches, pigs, and humans as food sources. Using PCR, rodents from four families were identified as the most frequent food sources of T. brasiliensis in the municipality of Tauá, Ceará⁵².

In the present study, T. brasiliensis and T. pseudomaculata were the most common triatomines, and hematophagy was observed in humans, dogs, and rodents. Similar PCR results were obtained in the states of Paraíba and Rio Grande do Norte⁵³. However, unlike the present study, in which human blood was the most frequent food source, dog blood was the main food source for triatomines, followed by humans and rodents such as Mus musculus⁵³.

Similar to other rodents¹⁷, in the present study, the house mouse (M. musculus) was identified as a food source for T. brasiliensis, which was also reported by Honorato et al.⁵³ using PCR. This rodent species, which was introduced in Brazil, may have a relevant epidemiological role, either as a host for triatomines or as a reservoir for T. cruzi. This rodent is generally associated with human habitation and is considered a generalist synanthropic species⁵⁴, presenting a cosmopolitan distribution and being responsible for most of the damage caused to the economy and public health⁵⁵. When these animals access their homes, infected triatomines can feed on them, facilitating the transmission of T. cruzi to both humans and domestic animals.

Similar to the results of the present study, Ribeiro et al.⁵⁶ used PCR to identify human and dog blood in T. brasiliensis and T. pseudomaculata in the dog blood in Bahia. Similar to the present study, the vast majority of triatomines have been captured in an intradomicile environment.

The detection of human blood as a food source in triatomines of T. brasiliensis and T. pseudomaculata captured intradomiciles is of epidemiological importance. It is important to highlight that T. brasiliensis is more anthropophilic than T. pseudomaculata⁷.

Pernambuco State is at risk for vector transmission of CD, and Petrolina was the municipality in the Sertão of the São Francisco River that, from 2012 to 2017, had the largest number of triatomines captured, as well as the largest quantity of infected insects¹³. According to the Coordenação Municipal de Controle da Doença de Chagas de Petrolina²⁶, 39 cases of chronic CD. All cases were related to vector transmission.

The presence of nymphs of T. brasiliensis and Triatoma spp. in the intra-domicile region is traditionally used as a parameter for vector control. This is a sign of adaptation of the species to the artificial ecotope, as nymphs do not have wings^45,57.

The majority of insects were captured in the peridomicile because of the presence of domestic animals such as dogs, cats, pigs, sheep, cattle, horses, goats, and birds, as well as synanthropic animals such as rodents^17-18. The peridomicile is considered a link between wild and domestic cycles^15,52,57, in which dogs play a prominent role^15-16. Dogs can act as sentinels to identify areas at risk of CD emergence, in addition to being susceptible to manifesting the disease^19-21,23. Studies conducted in dogs have demonstrated a high seroprevalence of anti-T. cruzi, which demonstrates the exposure of these animals to the protozoan and confirms their status as sentinel host^20,58. Furthermore, compared to humans, dogs are more susceptible as hosts of triatomines and are consequently infected with T. cruzi⁵⁹.

In Pernambuco and other states where CD is endemic, the role of dogs as hosts of T. cruzi and other animals susceptible to the disease must be investigated. In the present study, the detection of human, dog, and rodent blood in triatomines demonstrates the risk of vector transmission of T. cruzi in the studied region.

T. brasiliensis occurs exclusively in Brazil¹⁸ and is considered the most important vector in the northeastern region⁷ because it presents some epidemiologically important characteristics, such as being the most frequent species, having a wider geographic distribution⁵¹, a higher rate of natural infection by T. cruzi and a higher level of anthropophilia⁷. T. pseudomaculata stands out as the second most important species in the transmission of T. cruzi^7,43, as it is found both indoors and outdoors, in domestic animal breeding facilities, and in fences made of dry twigs associated with Cereus jamacaru (Mandacaru), in addition to wild environments, such as marsupial and rodent burrows^8-9.

According to Jansen et al.¹⁶, “due to the multiplicity of T. cruzi vectors and hosts, CD should not be seen solely as a human parasitic disease”. Therefore, for the effective control of this neglected tropical disease, multi-professional, transdisciplinary, and intersectoral actions are necessary, as recommended by the One Health approach, as this disease is associated with ecological aspects inherent to the human-animal-vector-ecosystem interaction^16,60.

These results reinforce the need to intensify CD diagnosis, surveillance, and control actions in Petrolina, as an increase in entomological indices was recorded in addition to the detection of the blood of humans and domestic and synanthropic animals as a food source for infected triatomines, suggesting the risk of vector transmission of CD in the municipality. Multidisciplinary and intersectoral actions must be performed in the context of the One Health approach.

ACKNOWLEDGMENTS

We thank the team of the Municipal Health Department of Petrolina, Regional Entomology Laboratory of VIII GERES, Central Laboratory of Pernambuco (LACEN).

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• Financial Support: This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001.

Publication Dates

• Publication in this collection
  16 Aug 2024
• Date of issue
  2024

History

• Received
  04 Dec 2023
• Accepted
  28 June 2024