
==== Front
Mem Inst Oswaldo Cruz
Mem Inst Oswaldo Cruz
mioc
Memórias do Instituto Oswaldo Cruz
0074-0276
1678-8060
Instituto Oswaldo Cruz, Ministério da Saúde

10.1590/0074-02760240055
00202
Review
You are what you eat: a systematic review exploring the interaction between Brazilian sand flies and their vertebrate food sources
https://orcid.org/0000-0002-2799-8267
Dutra-Rêgo Felipe Conceptualisation Methodology Formal analysis Investigation Data curation Writing Original draft Preparation Review Editing 1 +
da Silva Michelli Santos Methodology Formal analysis Data curation Writing Original draft Preparation Review Editing 2 3
Isnard Ana Paula Methodology Formal analysis Data curation Writing Original draft Preparation Review Editing 1
Medeiros Jansen Fernandes Formal analysis Data curation Writing Original draft Preparation Review Editing 3 4
Andrade José Dilermando Filho Formal analysis Data curation Writing Original draft Preparation Review Editing 1
Freire Mariana Lourenço Conceptualisation Methodology Formal analysis Investigation Data curation Writing Original draft Preparation Review Editing 5
1 Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Grupo de Estudos em Leishmanioses, Belo Horizonte, MG, Brasil
2 Universidade Federal de Rondônia/Fundação Oswaldo Cruz-Fiocruz, Programa de Pós-Graduação em Biologia Experimental, Porto Velho, RO, Brasil
3 Fundação Oswaldo Cruz-Fiocruz, Laboratório de Entomologia, Porto Velho, RO, Brasil
4 Instituto Nacional de Epidemiologia na Amazônia Ocidental, Porto Velho, RO, Brasil
5 Fundação Oswaldo Cruz-Fiocruz, Instituto René Rachou, Pesquisa Clínica e Políticas Públicas em Doenças Infecto-Parasitárias, Belo Horizonte, MG, Brasil
+ Corresponding author: felipedutra04@hotmail.com
30 8 2024
2024
119 e24005504 3 2024
12 6 2024
https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License
Sand flies play a crucial role as vectors of bacteria, viruses, and protists, with Leishmania being the most notable among them, transmitted to vertebrate hosts during blood feeding. Understanding the feeding behaviours of sand flies is imperative for gaining insights into their eco-epidemiological roles in the transmission of these infectious agents. This systematic review aimed to answer the question ‘What are the blood-feeding sources identified in Brazilian sand flies?’ to provide an analysis of their blood-feeding habits. The diverse range of at least 16 vertebrate orders identified as blood sources for 54 sand fly species across different geographic regions was summarised, and the factors potentially associated with the risk of bias in the included studies were analysed. The findings broaden the discussion concerning methods used to identify blood meal sources and shed light on the implications of sand fly feeding behaviours for the transmission dynamics of Leishmania.

Key words:

sand fly
blood-feeding habits
systematic review
Brazil
==== Body
pmcVector-borne diseases present significant public health challenges globally, necessitating a thorough investigation of the intricate interactions between arthropod vectors and vertebrate hosts. 1 Among these vectors, sand flies (Diptera: Psychodidae) have garnered considerable attention due to their role in transmitting Leishmania, the causative agents of leishmaniasis, a widespread tropical disease with substantial global health implications. 2 , 3 The expanding geographical range of leishmaniasis, driven by factors such as urbanisation, 4 , 5 climate change, 6 , 7 and human migration, 8 , 9 underscores the urgent need to understand the determinants of disease transmission, as current control strategies have been inadequate in containing its spread. 10

Despite their significance as vectors of Leishmania, studies on the feeding behaviours of sand flies, particularly in Brazil, a biodiversity hotspot, have only gained attention in the last decades. This region offers a unique opportunity to investigate sand fly-host interactions. Understanding the feeding habits of sand flies is paramount, as these behaviours have been shown to be influential in vector longevity, 11 fecundity, 12 oviposition, 13 and vectorial capacity. 14 Moreover, the intricate network of interactions between sand flies and vertebrates plays a crucial role in shaping the dynamics of Leishmania transmission. 15 , 16

This systematic review aims to gather data on the analysis of the blood-feeding behaviour of Brazilian sand flies, with an emphasis on their role as putative vectors of Leishmania. Additionally, concerns regarding bias in the information within the included studies were evaluated using a specifically developed tool to assess this type of study.

MATERIALS AND METHODS

Protocol - This review was systematically conducted following the methodological principles outlined in the Cochrane Handbook, 17 with adaptations for this type of study, 18 and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. 19

Eligibility criteria - The systematic review was guided by the following research question: ‘What are the blood feeding sources identified in Brazilian sand flies?’ The article selection process and inclusion criteria followed the PICo framework (population, phenomenon of interest, and context): (P) Phlebotominae, (I) blood-feeding sources, and (Co) Brazil. Original research articles reporting the identification of blood sources in wild-caught female sand flies from Brazil were included. Articles describing techniques for identifying the blood sources of sand flies without field collections, outlining the attractiveness of sand flies to various baits (rodent, lizard, chicken, etc.), and/or reporting the identification of sand fly food sources outside Brazil were excluded.

Search strategy - Structured searches were conducted in three databases: MEDLINE (PubMed), Web of Science, and the Virtual Health Library (VHL). In each database, keywords associated with “Phlebotominae”, “Blood feeding”, and “Brazil” were combined using Boolean operators (AND, OR). Details about the search strategy employed in each database are available in the Supplementary data (Table). Articles published up to October 10, 2023, were included without any restrictions on the publication date. Furthermore, supplementary searches of the reference lists of the included articles were undertaken to ensure a thorough exploration of the literature.

Data retrieved from each database underwent initial processing in Mendeley Reference Management to identify and eliminate duplicate files (the same study found in different databases). Following this, the records were transferred to Rayyan for screening based on titles and abstracts. 20 Two independent reviewers (MSS, API) conducted the screening process, following the predefined inclusion and exclusion criteria. Discrepancies were resolved through consensus, or by an additional reviewer (FDR) if an agreement was not reached. The full texts of selected studies were thoroughly examined to validate their eligibility, extract relevant data, and ensure that exclusion criteria were not applicable.

Data extraction - The primary characteristics of the studies, including details about the population, phenomenon of interest, and context, were independently extracted by three reviewers (FDR, MSS, API) and subsequently cross-referenced to confirm all obtained data. Extracted data included sand fly collections, the Brazilian states where sand flies were collected, the overall number of collected sand flies, the total count of collected and engorged females, the variety of vertebrate species identified as blood sources, and specific details concerning the methodology employed for blood meal identification. Sand fly nomenclature and genera abbreviations used here followed Galati 21 and Marcondes, 22 respectively. Citations involving sand fly species complexes, specifically those morphologically indistinguishable, and synonyms were presented in accordance with the original records.

Risk of bias - To enable a critical and transparent analysis of the results obtained, an effort was made to examine potential sources of bias in the included articles related to three main domains: (I) Sand fly identification; (II) Sample quality; and (III) Methods for food source identification. For this analysis, signalling questions related to each domain were proposed (Table I) and analysed in all included articles.

TABLE I Domains and signaling questions used to analyze the risk of bias in the included articles

Domain	Sand fly identification and processing	Sample quality	Methods for food source identification	
Signaling questions (Yes/No/Unclear)	Was any taxonomic key used? Was the processing of sand flies carried out adequately?	Was the characterisation of blood feeding in females conducted properly? Was the dissection and the preservation of females carried out adequately?	Was the methodology used to identify the food source appropriate? Were appropriate controls used? Were cut off points predefined?	
Description	The classification key used to identify sand flies was informed and how the insects were dissected, and stored to preserve it until processing was described	The feeding level of the females was evaluated, the dissection and preservation methods were presented	The methodology used was adequately described, controls were used, and definitions of positive results were presented	
Risk of bias (High/Low/Unclear)	Could the identification and processing of sand flies have introduced bias?	Could the verification of blood feeding or its interpretation have introduced bias?	Could the conduct or interpretation of the food source have introduced bias?	

RESULTS

Literature search - A total of 1,214 articles were initially identified from the databases, with 221 excluded due to duplication. After analysing titles and abstracts, 39 articles were selected for full-text reading. Among these, 36 articles were included, and a subsequent rigorous examination of reference lists did not yield the inclusion of any additional articles. Flow diagrams outlining each step of this systematic review, following the PRISMA guidelines, are presented in Fig. 1.

Fig. 1: flow diagram illustrating the study selection process according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

Descriptive analysis of included studies - The characteristics of all included studies are presented in Table II, including information about the blood sources of sand flies from various Brazilian states. Light traps were utilised in most of the included studies (33/36), while manual collections (2/36) or Shannon traps (1/36) were less frequently employed. The total number of collected sand flies varied between 80 and 15,457, with the percentage of engorged females among the total collected females ranging from 0.4% to 100%. The results showed a slight tendency for engorged females to be captured using manual collection instead of Shannon or light traps.

TABLE II Characteristics of the studies included in the systematic review

Reference	Brazilian state	Collection	Total of collected sand flies	Total of females	Total of engorged females	Percentage of engorged females	Total of species engorged	Total of vertebrate species identified	
113	RJ	manual and light trap	NA	370	189	51,1	1	4	
35	BA, CE, PI	light trap	NA	609	609	100,0	1	9	
50	AC	light trap	4473	2297	96	4,2	20	13	
51	AC	light trap and Shannon	2517	206	33	16,0	11	1	
114	MG	light trap	1408	525	38	7,2	1	7	
31	PR	light trap	3357	864	862	99,8	1	8	
25	PR	light trap and Shannon	2851	1263	93	7,4	1	3	
36	MT	light trap	2011	657	61	9,3	1	3	
56	MG	light trap	NA	362	192	53,0	8	4	
115	AM	manual	NA	2569	2569	100,0	2	19	
81	RO	light trap	1706	1227	160	13,0	9	7	
24	MG	manual	198	107	79	73,8	2	2	
116	MS	light trap	1542	502	24	4,8	2	3	
88	MA	light trap	NA	70	70	100,0	1	6	
117	MA	light trap	9853	5061	297	5,9	6	6	
27	MA	light trap	NA	982	573	58,4	7	8	
54	RO	light trap	15457	8788	86	1,0	4	4	
79	RN	light trap	1768	230	81	35,2	1	2	
118	MS	light trap	NA	83	83	100,0	2	1	
119	SP	Shannon	NA	NA	737	-	2	6	
89	MT	light trap	NA	2376	104	4,4	1	7	
37	AM	manual and light trap	NA	199	199	100,0	4	5	
38	MS	light trap	120	120	1	0,8	1	1	
120	MS	light trap	3219	3219	355	11,0	10	4	
82	MA	light trap	NA	NA	274	-	3	7	
121	MG	light trap	6034	NA	108	-	3	4	
53	RO	light trap	9535	4089	15	0,4	6	3	
48	PA	light trap	NA	81	59	72,8	1	6	
26	MG	light trap	161	126	38	30,2	1	4	
49	RR	light trap	1209	704	34	4,8	4	4	
39	PI	light trap	2089	392	58	14,8	1	2	
52	RO	light trap	1943	887	50	5,6	3	4	
122	RJ	light trap	80	80	76	95,0	1	3	
123	MG	light trap	2614	524	97	18,5	2	4	
78	RO	light trap	1331	709	7	1,0	2	3	
124	AP	light trap, manual, and Shannon	9119	5073	138	2,7	5	6	
NA: data not available.

The food source data were recovered for 13 out of the 19 genera of Brazilian sand flies, encompassing a total of at least 54 species and subspecies out of about 280 species currently described in Brazil, 21 corresponding to approximately 19% of the total. The following genera had information available: Bichromomyia, Evandromyia, Lutzomyia, Micropygomyia, Migonemyia, Nyssomyia, Pintomyia, Pressatia, Psathyromyia, Psychodopygus, Sciopemyia, Trichophoromyia, and Trichopygomyia. There is a lack of information regarding the blood food source for the remaining genera, including Brumptomyia, Deanemyia, Edentomyia, Expapillata, Martinsmyia, and Viannamyia. It is noteworthy that De. maruaga, a troglobite species, exhibits autogenic and parthenogenic behaviour, 23 but it is unclear whether this behaviour extends to all species within the genus.

Most of the studies (58%) demonstrated a predominant orientation towards the use of DNA-based methods, in which information regarding at least 42 species was retrieved (Table III). Among the 21 studies utilising molecular markers, 20 (95%) exclusively employed mitochondrial targets. Notably, cytochrome b (cytb) was the preferred molecular marker in 94% of the cases. The remaining two studies (6%) utilised cytochrome oxidase I (COI), 24 and the nuclear gene prepronociceptin (PNOC) as molecular targets. 25 For host identification, 16 articles (76%) employed Sanger sequencing, followed by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) (four articles, 19%), and specific primers for each host (one article, 5%).

TABLE III Blood source identification of Brazilian sand fly species by polymerase chain reaction (PCR)

Sand fly	Number/Range of specimens collected	Vertebrate host	Vertebrate host order	Number/Range of sand flies feeding on the host	Molecular target	Identification of blood meal	Reference	
Bi. flaviscutellata	86	Canis lupus familiaris	Carnivora	5	cytb	PCR-RFLP	117	
86	Equus ferus caballus	Perissodactyla	1	cytb	PCR-RFLP	117	
86	Gallus gallus	Galliformes	5	cytb	PCR-RFLP	117	
86-222	Homo sapiens	Primates	1-2	cytb	PCR-RFLP and Sanger sequencing	52 , 53 , 117	
222	Proechimys gardneri	Rodentia	1	cytb	Sanger sequencing	52	
86	Sus scrofa	Artiodactyla	9	cytb	PCR-RFLP	117	
Br. olmeca nociva	9	Bos taurus	Artiodactyla	1	cytb	Sanger sequencing	50	
Ev. Cortelezzii complex	4	Homo sapiens	Primates	1	cytb	Sanger sequencing	56	
Ev. evandroi	3-18	Canis lupus familiaris	Carnivora	2-5	cytb	PCR-RFLP	27 , 117	
542	Equus ferus caballus	Perissodactyla	1	cytb	PCR-RFLP	117	
542	Gallus gallus	Galliformes	6	cytb	PCR-RFLP	117	
3	Homo sapiens	Primates	1	cytb	PCR-RFLP	27	
542	Sus scrofa	Artiodactyla	5	cytb	PCR-RFLP	117	
3-542	Canis lupus familiaris	Carnivora	2-5	cytb	PCR-RFLP	27 , 117	
Ev. lenti	1152	Gallus gallus	Galliformes	2	cytb	PCR-RFLP	117	
1152	Sus scrofa	Artiodactyla	6	cytb	PCR-RFLP	117	
4	Rodent (generic)	Rodentia	1	cytb	PCR-RFLP	27	
Ev. saulensis	187	Homo sapiens	Galliformes	8	cytb	Sanger sequencing	51	
70	Canis lupus familiaris	Primates	2	cytb	Sanger sequencing	50	
70	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	50	
Evandromyia sp.	1	Dasypus novemcinctus	Cingulata	1	cytb	Sanger sequencing	49	
30	Tamandua tetradactyla	Pilosa	1	cytb	Sanger sequencing	50	
Ev. termitophila	5	Canis lupus familiaris	Carnivora	4	cytb	PCR-RFLP	27	
Ev. walkeri	31	Gallus gallus	Galliformes	2	cytb	Sanger sequencing	51	
88	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	81	
Lu. cruzi	1454	Homo sapiens	Primates	22	cytb	Sanger sequencing	116	
1454	Dasyprocta azarae	Rodentia	1	cytb	Sanger sequencing	116	
Lu. forattinii	57	Canis lupus familiaris	Carnivora	1	cytb	Sanger sequencing	116	
Lu. longipalpis	80-938	Bos taurus	Artiodactyla	1	cytb	PCR-RFLP	27 , 122	
91-3943	Canis lupus familiaris	Carnivora	1-151	cytb	PCR-RFLP, Sanger sequencing and specific primers	27 , 39 , 56 , 117 , 121	
80-2522	Equus ferus caballus	Perissodactyla	2-11	cytb	PCR-RFLP	27 , 117 , 122	
1324	Euphractus sexcinctus	Cingulata	69	cytb	Specific primers	79	
91-2522	Gallus gallus	Galliformes	6-184	cytb	PCR-RFLP, Sanger sequencing and specific primers	27 , 39 , 56 , 117	
80-3943	Homo sapiens	Primates	1-38	cytb	PCR-RFLP, Sanger sequencing and specific primers	27 , 38 , 56 , 79 , 121 , 122	
938	Opossum (generic)	Didelphimorphia	4	cytb	PCR-RFLP	27	
	3943	Planigale maculata	Dasyuromorphia	1	cytb	Sanger sequencing	121	
	938	Rodent (generic)	Rodentia	47	cytb	PCR-RFLP	27	
	938-2522	Sus scrofa	Artiodactyla	12-19	cytb	PCR-RFLP	27 , 117	
	3943	Turdus poliocephalus	Passeriformes	1	cytb	Sanger sequencing	121	
Lu. sherlocki	101	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
10-101	Sus scrofa	Artiodactyla	1-2	cytb	Sanger sequencing	50 , 81	
Mi. trinidadensis	6	Canis lupus familiaris	Carnivora	3	cytb	PCR-RFLP	27	
6	Homo sapiens	Primates	1	cytb	PCR-RFLP	27	
Mg. migonei	53	Canis lupus familiaris	Carnivora	15	cytb	Sanger sequencing	56	
3-53	Gallus gallus	Galliformes	1-28	cytb	Sanger sequencing	51 , 56	
53	Homo sapiens	Primates	6	cytb	Sanger sequencing	56	
53	Rattus rattus	Rodentia	2	cytb	Sanger sequencing	56	
Ny. antunesi	81	Choloepus didactylus	Pilosa	4	cytb	Sanger sequencing	48	
241	Choloepus hoffmanni	Pilosa	1	cytb	Sanger sequencing	52	
81	Cuniculus paca	Rodentia	1	cytb	Sanger sequencing	48	
81	Dasyprocta leporina	Rodentia	1	cytb	Sanger sequencing	48	
58	Gallus gallus	Galliformes	3	cytb	Sanger sequencing	51	
81-1397	Homo sapiens	Primates	1-2	cytb	Sanger sequencing	48 , 53	
81	Pteroglossus aracari	Piciformes	2	cytb	Sanger sequencing	48	
81-2530	Tamandua tetradactyla	Pilosa	2-11	cytb	Sanger sequencing	48 , 52 , 53 , 54	
Ny. Antunesi complex	777	Bos taurus	Artiodactyla	1	cytb	Sanger sequencing	81	
777	Pecari tajacu	Artiodactyla	1	cytb	Sanger sequencing	81	
777	Plecturocebus bernhardi	Primates	1	cytb	Sanger sequencing	81	
777	Philander canus	Didelphimorphia	3	cytb	Sanger sequencing	81	
777	Sus scrofa	Artiodactyla	112	cytb	Sanger sequencing	81	
777	Tamandua tetradactyla	Pilosa	5	cytb	Sanger sequencing	81	
Ny. intermedia	1263	Canis lupus familiaris	Carnivora	10	PNOC	Sanger sequencing	25	
1263	Equus ferus caballus	Perissodactyla	1	PNOC	Sanger sequencing	25	
1263	Sus scrofa	Artiodactyla	6	PNOC	Sanger sequencing	25	
Ny. richardwardi	1	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	81	
7	Tamandua tetradactyla	Pilosa	1	cytb	Sanger sequencing	52	
Ny. shawi	1200	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Nyssomyia sp.	265	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Ny. umbratilis	5	Plecturocebus bernhardi	Primates	1	cytb	Sanger sequencing	81	
5	Sus scrofa	Artiodactyla	2	cytb	Sanger sequencing	81	
Ny. whitmani	24-5304	Canis lupus familiaris	Carnivora	8-27	cytb	PCR-RFLP, Sanger sequencing	27 , 56 , 117	
5304	Equus ferus caballus	Perissodactyla	12	cytb	PCR-RFLP	117	
24-5304	Gallus gallus	Galliformes	4-55	cytb	PCR-RFLP, Sanger sequencing	27 , 56 , 117	
24-5304	Homo sapiens	Primates	2-6	cytb	PCR-RFLP, Sanger sequencing	27 , 56 , 117	
25	Philander canus	Didelphimorphia	1	cytb	Sanger sequencing	81	
24-5304	Rodent (generic)	Rodentia	1-7	cytb	PCR-RFLP	27 , 117	
25-5304	Sus scrofa	Artiodactyla	1-33	cytb	PCR-RFLP, Sanger sequencing	81 , 117	
Pi. bianchigalatiae	5	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	56	
5	Homo sapiens	Primates	1	cytb	Sanger sequencing	56	
Pi. fiocruzi	24	Choloepus didactylus	Pilosa	1	cytb	Sanger sequencing	54	
24	Micrastur gilvicollis	Falconiformes	1	cytb	Sanger sequencing	54	
Pi. fischeri	3	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	56	
Pi. nevesi	75	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	51	
16	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Pi. pessoai	4	Gallus gallus	Galliformes	2	cytb	Sanger sequencing	56	
495	Homo sapiens	Primates	1	cytb	Sanger sequencing	121	
Pi. serrana	62	Cuniculus paca	Rodentia	1	cytb	Sanger sequencing	50	
62	Coendou prehensilis	Rodentia	1	cytb	Sanger sequencing	50	
10	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	51	
62	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Pressatia sp.	86	Gallus gallus	Galliformes	2	cytb	Sanger sequencing	51	
Pa. aragaoi	20	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Pa. dendrophyla	26	Bos taurus	Artiodactyla	2	cytb	Sanger sequencing	53	
3	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	81	
Psathyromyia sp.	20	Tamandua tetradactyla	Pilosa	1	cytb	Sanger sequencing	50	
Ps. amazonensis	98	Tamandua tetradactyla	Pilosa	1	cytb	Sanger sequencing	50	
Ps. ayrozai	509	Dasypus novemcinctus	Cingulata	25	cytb	Sanger sequencing	49	
2198	Homo sapiens	Primates	1	cytb	Sanger sequencing	54	
2198	Tamandua tetradactyla	Pilosa	1	cytb	Sanger sequencing	54	
Ps. carrerai	99	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	51	
Ps. carrerai carrerai	456	Bos taurus	Artiodactyla	1	cytb	Sanger sequencing	53	
293	Dasypus novemcinctus	Cingulata	4	cytb	Sanger sequencing	50	
293	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Ps. Chagasi series	152	Cuniculus paca	Rodentia	1	cytb	Sanger sequencing	49	
152	Dasyprocta leporina	Rodentia	1	cytb	Sanger sequencing	49	
152	Dasypus novemcinctus	Cingulata	3	cytb	Sanger sequencing	49	
152	Mus musculus	Rodentia	1	cytb	Sanger sequencing	49	
Ps. davisi	1741	Bos taurus	Artiodactyla	5	cytb	Sanger sequencing	53	
542	Coendou prehensilis	Rodentia	2	cytb	Sanger sequencing	50	
542	Dasyprocta fuliginosa	Rodentia	1	cytb	Sanger sequencing	50	
542	Didelphis marsupialis	Didelphimorphia	1	cytb	Sanger sequencing	50	
90	Gallus gallus	Galliformes	2	cytb	Sanger sequencing	51	
491-2019	Homo sapiens	Primates	1	cytb	Sanger sequencing	53 , 54 , 78	
542	Marmosops noctivagus	Didelphimorphia	1	cytb	Sanger sequencing	50	
184-542	Pecari tajacu	Artiodactyla	1	cytb	Sanger sequencing	50 , 81	
2019	Psophia viridis	Gruiformes	1	cytb	Sanger sequencing	54	
184	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	81	
184-2019	Tamandua tetradactyla	Pilosa	3	cytb	Sanger sequencing	54 , 81	
Ps. hirsutus	391	Alouatta seniculus	Primates	1	cytb	Sanger sequencing	78	
391	Dasypus sabanicola	Cingulata	1	cytb	Sanger sequencing	78	
5	Dasypus novemcinctus	Cingulata	1	cytb	Sanger sequencing	81	
47	Gallus gallus	Galliformes	1	cytb	Sanger sequencing	51	
391	Homo sapiens	Primates	4	cytb	Sanger sequencing	78	
Ps. hirsutus hirsutus	202	Bos taurus	Artiodactyla	1	cytb	Sanger sequencing	53	
86	Bos taurus	Artiodactyla	1	cytb	Sanger sequencing	50	
Ps. llanosmartinsi	167	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Ps. lloydi	137	Avian (generic)	-	6	cytb	PCR-RFLP	26	
137	Homo sapiens	Primates	8	cytb	PCR-RFLP	26	
Ps. paraensis	92	Dasypus novemcinctus	Cingulata	1	cytb	Sanger sequencing	49	
Psychodopygus sp.	54	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Sciopemyia aff. microps	176	Bokermannohyla martinsi	Anura	20	COI	Sanger sequencing	24	
176	Scinax fuscovarius	Anura	1	COI	Sanger sequencing	24	
Sc. servulolimai	3	Sus scrofa	Artiodactyla	1	cytb	Sanger sequencing	50	
Sc. sordellii	21	Bokermannohyla martinsi	Anura	2	COI	Sanger sequencing	24	
2	Canis lupus familiaris	Carnivora	1	cytb	PCR-RFLP	27	
67	Gallus gallus	Galliformes	2	cytb	PCR-RFLP	117	
67	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
28	Sus scrofa	Artiodactyla	8	cytb	PCR-RFLP	117	
Trichophoromyia sp.	537	Gallus gallus	Galliformes	11	cytb	Sanger sequencing	51	
7	Homo sapiens	Primates	1	cytb	Sanger sequencing	50	
Trichopygomyia sp.	4	Choloepus didactylus	Pilosa	1	cytb	Sanger sequencing	50	
COI: cytochrome oxidase I; cytb: cytochrome b; PCR-RFLP: polymerase chain reaction-restriction fragment length polymorphism; PNOC: prepronociceptin.

The precipitin test (Table IV) was featured in 8 out of 36 studies, accounting for 23% of the research, and provided information on the identification of blood sources for nine sand fly species. It generally utilised different antisera, including those for bird, armadillo, chicken, dog, goat, opossum, equine, feline, human, sheep, rodent, and pig, or employed family-specific antisera. Conversely, enzyme-linked immunosorbent assay (ELISA) was employed in 7 out of 36 included studies (19%) (Table V), and the identification of blood sources for 17 sand fly species was obtained through the test with the same spectrum of antisera used in the precipitin test. In addition to the detection of a single food source, fourteen studies (38%) employing ELISA and precipitin techniques also reported sand flies with mixed feeding, in which two or more blood sources were simultaneously detected in the same sand fly. In contrast, only two studies identified multiple feedings through PCR-RFLP targeted to the cytb gene. 26 , 27 A total of 15 sand fly species within seven genera were found engorged with mixed feeding (Fig. 2). The genus Nyssomyia was the most prevalent, with four species reported with mixed feeding, followed by Evandromyia (3), Psychodopygus (2), Lutzomyia (2), Pressatia (2), Micropygomyia (1), and Psathyromyia (1). Notably, a total of at least eight vertebrate orders have been associated with Lutzomyia longipalpis, Nyssomyia intermedia, and Nyssomyia whitmani, demonstrating a high plasticity of these species in feeding habits.

TABLE IV Blood source identification of Brazilian sand fly species by Precipitin test

Sand fly	Number/Range of specimens collected	Vertebrate host	Vertebrate host order	Number/Range of sand flies feeding on the host	Antisera used to detect the blood source	Reference	
Lu. longipalpis	2376	Avian (generic)	NA	25	cattle, dog, horse, pig, rodent, avian and human	(89)	
916-2376	Bos taurus	Artiodactyla	4-9	cattle, horse, pig, rodent, dog, human, and avian	(89,114)	
916-2376	Canis lupus familiaris	Carnivora	2-5	cattle, horse, pig, rodent, dog, human, and avian	(89,114)	
916-2376	Equus ferus caballus	Perissodactyla	8-10	cattle, horse, pig, rodent, dog, human, and avian	(89,114)	
916	Gallus gallus	Galliformes	10	cattle, horse, pig, rodent, dog, man and chicken antisera	(114)	
916-2376	Homo sapiens	Primates	2-12	cattle, horse, pig, rodent, dog, human, and avian	(89,114)	
2376	Opossum (generic)	Didelphimorphia	12	cattle, dog, horse, pig, rodent, avian and human antisera	(89)	
916-2376	Rodent (generic)	Rodentia	6-16	cattle, horse, pig, rodent, dog, human, and avian	(89,114)	
Lu. spathotrichia	34	Bradypus sp.	Pilosa	10	human, rodent, edentate, dog and chicken antisera	(37)	
34	Canis lupus familiaris	Carnivora	2	human, rodent, edentate, dog and chicken antisera	(37)	
34	Gallus gallus	Galliformes	6	human, rodent, edentate, dog and chicken antisera	(37)	
34	Homo sapiens	Primates	4	human, rodent, edentate, dog and chicken antisera	(37)	
34	Rattus rattus	Rodentia	5	human, rodent, edentate, dog and chicken antisera	(37)	
Ny. anduzei	1	Bradypus sp.	Pilosa	1	human, rodent, edentate, dog and chicken antisera	(37)	
Ny. intermedia	NA	Avian (generic)	NA	59-130	avian, pig, dog, cat, horse, cattle, opossum, rodent armadillo, and human	(31)	
370	Bos taurus	Artiodactyla	8	chicken, pig, dog, cat, horse, cattle, opossum, armadillo, rodent, and human	(31,113)	
370	Canis lupus familairis	Carnivora	18-26	avian, pig, dog, cat, horse, cattle, opossum, rodent armadillo, and human	(31,113)	
370	Equus ferus caballus	Perissodactyla	12-18	avian, pig, dog, cat, horse, cattle, opossum, rodent armadillo, and human	(31,113)	
NA	Felis silvestris catus	Carnivora	4	chicken, pig, dog, cat, horse, cattle, opossum, armadillo, rodent, and human	(31)	
370	Homo sapiens	Primates	22-53	avian, pig, dog, cat, horse, cattle, opossum, rodent armadillo, and human	(31,113)	
NA	Opossum (generic)	Didelphimorphia	38	chicken, pig, dog, cat, horse, cattle, opossum, armadillo, rodent, and human	(31)	
370	Rodent (generic)	Rodentia	31-80	avian, pig, dog, cat, horse, cattle, opossum, rodent armadillo, and human	(31,113)	
Ny. umbratilis	161	Canis lupus familiaris	Carnivora	39	human, rodent, edentate, dog and chicken	(37)	
161	Bradypus sp.	Pilosa	34	human, rodent, edentate, dog and chicken	(37)	
161	Gallus gallus	Galliformes	18	human, rodent, edentate, dog and chicken	(37)	
161	Homo sapiens	Primates	31	human, rodent, edentate, dog and chicken	(37)	
161	Rattus rattus	Rodentia	59	human, rodent, edentate, dog and chicken	(37)	
975	-	Perissodactyla	13	family-specific	(115)	
975	-	Cingulata or Pilosa	674	family-specific	(115)	
975	-	Rodentia	185	family-specific	(115)	
975	-	Primates	14	family-specific	(115)	
975	-	Lagomorpha	15	family-specific	(115)	
975	-	Didelphimorphia	11	family-specific	(115)	
975	-	Carnivora	6	family-specific	(115)	
975	-	Artiodactyla	1	family-specific	(115)	
Ny. whitmani	20	Avian (generic)	-	2	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82,88)	
20	Bos taurus	Artiodactyla	2-4	human, avian, chicken, cattle, horse, goat, cat, dog, pig, rodent, opossum, armadillo, sheep, armadillo, lizzard and frog	(82,88)	
20	Equus ferus caballus	Perissodactyla	4	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
NA	Gallus gallus	Galliformes	14	human, chicken, cattle, dog, horse, cat, pig, rodent, opossum, armadillo, lizzard and frog	(88)	
20	Homo sapiens	Primates	2-8	human, avian, chicken, cattle, horse, goat, cat, dog, pig, rodent, opossum, armadillo, sheep, armadillo, lizzard and frog	(82,88)	
NA	Opossum (generic)	Didelphimorphia	7	human, chicken, cattle, dog, horse, cat, pig, rodent, opossum, armadillo, lizzard and frog	(88)	
20	Rodent (generic)	Rodentia	8-9	human, avian, chicken, cattle, horse, goat, cat, dog, pig, rodent, opossum, armadillo, sheep, armadillo, lizzard and frog	(82,88)	
NA	Sus scrofa	Artiodactyla	4	human, chicken, cattle, dog, horse, cat, pig, rodent, opossum, armadillo, lizzard and frog	(88)	
Pr. choti	164	Avian (generic)	-	36	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Bos taurus	Artiodactyla	6	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Canis lupus familiaris	Carnivora	14	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Didelphis albiventris	Didelphimorphia	10	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Equus ferus caballus	Perissodactyla	14	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Homo sapiens	Primates	10	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
164	Rodent (generic)	Rodentia	60	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
Pr. triacantha	90	Avian (generic)	-	24	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
90	Bos taurus	Artiodactyla	4	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
90	Canis lupus familiaris	Carnivora	2	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
90	Equus ferus caballus	Perissodactyla	10	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
90	Homo sapiens	Primates	4	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
90	Rodent (generic)	Rodentia	28	human, avian, cattle, horse, goat, cat, pig, rodent, opossum, armadillo, sheep, lizzard and frog	(82)	
Pa. Shannoni complex	951	Avian (generic)	-	NA	family-specific antisera	(115)	
2	Canis lupus familiaris	Carnivora	1	human, rodent, edentate, dog and chicken	(37)	
2	Rattus rattus	Rodentia	1	human, rodent, edentate, dog and chicken	(37)	
951	-	Perissodactyla	3	family-specific antisera	(115)	
951	-	Cingulata or Pilosa	730	family-specific antisera	(115)	
951	-	Rodentia	91	family-specific antisera	(115)	
951	-	Carnivora	26	family-specific antisera	(115)	
951	-	Primates	15	family-specific antisera	(115)	
951	-	Lagomorpha	8	family-specific antisera	(115)	
951	-	Didelphimorphia	3	family-specific antisera	(115)	
NA: data not available

TABLE V Blood source identification of Brazilian sand fly species by enzyme-linked immunosorbent assay (ELISA)

Sand fly	Number/Range of specimens collected	Vertebrate host	Vertebrate host order	Number/Range of sand flies feeding on the host	Antisera used to detect the blood source	Reference	
Bi. flaviscutellata	111	Avian (generic)	-	1	bird, armadillo, opossum, dog, rodent, and human	(124)	
Ev. cortelezzii	11	Gallus gallus	Galliformes	NA	chicken, dog, rodent, and human	(123)	
11	Canis lupus familiaris	Carnivora	NA	chicken, dog, rodent, and human	(123)	
11	Rodent (generic)	Rodentia	NA	chicken, dog, rodent, and human	(123)	
Ev. infraspinosa	1492	Armadillo (generic)	Cingulata	1	bird, armadillo, opossum, dog, rodent, and human	(124)	
Ev. lenti	14	Homo sapiens	Primates	5	bird, human, dog, rat, and pig	(120)	
Lu. almeiroi	57	Avian (generic)	-	25	NA	(118)	
Lu. cruzi	1382	-	Carnivora	1	bird, dog, skunk, primate, and rodent	(36)	
1382	Avian (generic)	-	17	bird, dog, skunk, primate, and rodent	(36)	
1382	Canis lupus familiaris	Carnivora	2	bird, dog, skunk, primate, and rodent	(36)	
Lu. longipalpis	26-327	Avian (generic)	-	41-212	bird, chicken, dog, goat, opossum, equine, feline, human, sheep, rodent, and pig	(35,118,120)	
86-327	Canis lupus familiaris	Carnivora	29	bird, chicken, dog, goat, opossum, equine, feline, human, sheep, rodent and pig	(35,120,123)	
NA	Capra hircus	Artiodactyla	NA	bird, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35)	
NA	Equus ferus caballus	Perissodactyla	NA	bird, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35)	
NA	Feline (generic)	Carnivora	NA	bird, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35)	
86	Gallus gallus	Galliformes	NA	chicken, dog, rodent, and human	(123)	
86-327	Homo sapiens	Primates	217	bird, chicken, dog, goat, opossum, equine, feline, human, sheep, pig, and rodent	(35,120,123)	
NA	Opossum (generic)	Didelphimorphia	NA	bird, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35)	
NA	Ovis aries	Artiodactyla	NA	bird, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35)	
86	Rodent (generic)	Rodentia	NA	bird, chicken, dog, goat, opossum, equine, feline, human, sheep, and rodent	(35,123)	
Ny. intermedia	542	Bos taurus	Artiodactyla	3	human, chicken, dog, rat, horse, pig, and bovine	(119)	
542	Equus ferus caballus	Perissodactyla	5	human, chicken, dog, rat, horse, pig, and bovine	(119)	
542	Gallus gallus	Galliformes	17	human, chicken, dog, rat, horse, pig, and bovine	(119)	
542	Homo sapiens	Primates	24	human, chicken, dog, rat, horse, pig, and bovine	(119)	
542	Sus scrofa	Artiodactyla	210	human, chicken, dog, rat, horse, pig, and bovine	(119)	
Ny. neivai	195	Canis lupus familiaris	Carnivora	1	human, chicken, dog, rat, horse, pig, and bovine	(119)	
195	Equus ferus caballus	Perissodactyla	4	human, chicken, dog, rat, horse, pig, and bovine	(119)	
195	Gallus gallus	Galliformes	7	human, chicken, dog, rat, horse, pig, and bovine	(119)	
195	Homo sapiens	Primates	11	human, chicken, dog, rat, horse, pig, and bovine	(119)	
195	Sus scrofa	Artiodactyla	72	human, chicken, dog, rat, horse, pig, and bovine	(119)	
Ny. umbratilis	2704	Armadillo (generic)	Cingulata	1	bird, armadillo, opossum, dog, rodent, and human	(124)	
2704	Avian (generic)	-	8	bird, armadillo, opossum, dog, rodent, and human	(124)	
2704	Homo sapiens	Primates	1	bird, armadillo, opossum, dog, rodent, and human	(124)	
Ny. whitmani	3	Homo sapiens	Primates	1	bird, human, dog, rat, and pig	(120)	
Pi. christenseni	1	Homo sapiens	Primates	1	bird, human, dog, rat, and pig	(120)	
Pa. aragaoi	2	Homo sapiens	Primates	1	bird, human, dog, rat, and pig	(120)	
Pa. hermanlenti	1	Avian (generic)	-	1	bird, human, dog, rat, and pig	(120)	
Pa. Shannoni complex	2	Homo sapiens	Primates	1	bird, human, dog, rat, and pig	(120)	
Ps. claustrei	14	Armadillo (generic)	Cingulata	1	bird, armadillo, opossum, dog, rodent, and human	(124)	
2	Homo sapiens	Primates	1	bird, human, dog, rat, and pig	(120)	
Ps. squamiventris maripaensis	220	Armadillo (generic)	Cingulata	4	bird, armadillo, opossum, dog, rodent, and human	(124)	
NA: data not available.

Fig. 2: radial tree showing the relationship between the sand fly species and the vertebrate orders serving as blood source in mixed feeding reports

A complex interaction matrix was observed between the sand fly genera and the orders of vertebrates identified in the blood meal (Fig. 3). For all sand fly genera, except Trichopygomyia, more than one vertebrate order has been associated. The Nyssomyia genus accounted for 94 single blood meal identifications, with Ny. whitmani, Ny. intermedia, and Nyssomyia umbratilis being the most representative species. The Lutzomyia genus followed, with a high number of blood meal identifications attributed mainly to Lu. longipalpis. Notably, Psychodopygus also contributed significantly with 42 single blood meal identifications for at least ten species.

Fig. 3: interaction matrix (Sankey diagram) between sand fly genera and vertebrates identified as the food source.

Risk of bias - Considering the three domains evaluated, a high risk of bias was mainly observed in the domain related to the selection and preservation of engorged females (Fig. 4). This is primarily associated with the lack of information regarding the female’s level of engorgement (partial or full) and the stage of the digestive process (recent or late). The risk of bias observed regarding the methodology used to identify the food source is mainly associated with the absence of controls (e.g., male sand flies as endogenous controls) and the lack of a predefined cut-off point for ELISA and precipitin techniques, or minimal similarity criteria attributed to the amplicon compared to the GenBank database. A low risk of bias was found in the domain of identifying sand flies, as few studies did not report using a specific classification key.

Fig. 4: potential risk of bias identified in the included studies

DISCUSSION

Although leishmaniasis has been known to occur in Brazil since the early 1900s, 28 it was predominantly in the last two decades that blood source identification of sand flies emerged as a subject of study in the country. Understanding the feeding habits of sand flies is of utmost relevance, as it provides indirect data regarding the presence of vertebrates that may act as potential reservoirs/hosts of Leishmania. 29 The intricate relationship between sand flies and vertebrates can also be used as evidence to suspect the role of sand flies as vectors. 30 This is also applicable to sand flies that feed exclusively on animals not hosting Leishmania, as knowledge of their ecological habits is of interest. This systematic review gathered data on at least 54 sand fly species distributed across 17 Brazilian states (65%), underscoring the need for continuous study, particularly in the Southern region of the country, where only one study has been conducted. 31

Light traps were the most utilised method in studies focusing on identifying female blood sources (91.6%) compared to other collection types such as manual or Shannon traps. This fact caught our attention since fed females are not typically attracted by light and are often observed resting after blood feeding. 32 This may account for the discrepancies between the total number of females collected and the total number of engorged females collected in the included studies (Table II). Regarding Shannon traps, in addition to light, the collector may also act as an attractant, leading to the capture of species nearby or attempting to feed on humans, mainly due to body temperature and the release of carbon dioxide through breathing. However, this attractiveness may not necessarily represent efficient feeding behaviour. Overall, it is evident that the sand fly collection method used to assess the blood meal source of females warrants further discussion.

Various techniques for identifying blood sources in sand flies have been employed, with molecular methods predominating alongside precipitin and ELISA techniques. The detection of mixed feedings underscores the need for careful consideration of the techniques used, particularly in assessing specificity and cross-reactivity. Overall, blood source identification is especially pertinent as a complementary tool in entomological studies aiming to identify and characterise potential vectors in endemic areas. In this regard, based on the results obtained here, we aim to explore and discuss two crucial points: methods for identifying blood sources and ecological inferences derived from blood sources.

Blood source identification in sand flies: methodological considerations - Similar to other dipterans, sand flies generally exhibit gonotrophic concordance, wherein each blood meal is followed by oviposition. 32 The duration of this process may vary among species, but it typically occurs within 5-7 days. 33 Complete blood meal digestion usually takes place within 72-96 hours after blood feeding, and the degree of digestion can be a crucial factor in identifying the food source. Blood digestion is commonly categorised into three levels: 1) fresh blood (bright red content in the midgut with intact erythrocytes visible under the microscope), 2) partially digested blood (dark red), and 3) extensively digested blood (brown). 34 Interestingly, only four studies within the selected articles have characterised the level of engorgement or the stage of the digestive process. 35 , 36 , 37 , 38 This lack of information is particularly noteworthy because, in general, the studies reported a higher number of females assumed to be engorged compared to females in which the food source was identified. This discrepancy may be attributed to the amount of blood ingested or the level of blood digestion, which, if extensively digested, could lead to the failure to identify the food source. 39 However, studies are necessary to ascertain the optimum range for detecting the blood source using different methodologies, such as ELISA and the precipitin test, even though estimating this variable for wild-caught females is challenging.

One of the primary challenges posed by sand flies as a molecular study model is the size of their tissue/body, which hampers the isolation of sufficient DNA for amplifying specific molecular targets. The amount of blood ingested by a female in a single feeding is not well-established; however, it is suggested to be equivalent to the insect’s own weight, which can vary from 0.1 to 0.6 mg. 40 Typically, full engorgement occurs in a single feeding, but occasionally a partly engorged sand fly may relocate to another site and continue feeding. Therefore, when considering sand flies that have fed on various vertebrates, the amount of blood ingested from each source can vary, influencing DNA recovery and consequently limiting the ability to identify mixed feedings. Conversely, the reactivity of blood containing multiple IgG from distinct hosts to antisera used in both the precipitin and ELISA tests appears to be more sensitive, allowing for the identification of mixed feedings.

Concerning ELISA and precipitin techniques, all studies utilised antisera from various vertebrates (e.g., cattle, horse, pig, rodent, human, chicken, etc.) to detect specific antibodies for identifying the blood source. However, a high risk of bias was observed in most studies due to the absence of specificity evaluations, potentially impacting cross-reactivity and consequently allowing the detection of mixed feedings. Notably, no instances of mixed feeding were observed when Sanger sequencing was employed. A potential explanation for this phenomenon could be the challenge of identifying polymorphic sites within the amplicon or the quantity of DNA obtained after the DNA extraction step. In either scenario, cloning the PCR product might be a useful strategy to enhance the detection of multiple blood feedings.

The volume of blood available for DNA extractions serves as a clear indicator of DNA yield. 41 Long-term storage conditions of sand fly tissue/blood, a crucial factor in molecular studies, 42 can impact DNA integrity. 43 Appropriate storage conditions depend on various factors, including the intended analyses and the duration of specimen storage. Generally, blood samples stored at 4ºC for a short period still yield DNA of acceptable quality if the correct blood collection tubes are used, 44 , 45 although this practice is not standard in entomological studies. The preferred temperature for long-term DNA isolation from whole blood samples is -80ºC. 43 While whole blood samples can also be frozen at -20°C for long-term storage, 43 , 46 , 47 some studies have reported lower DNA yields with this approach. 44 , 47 Regarding the blood content within sand flies, there is no evidence suggesting the optimal storage method, which makes the risk of bias related to this aspect unclear. However, it appears that temperatures higher than -80ºC may compromise blood integrity during long-term storage, potentially affecting the determination of the food source using both molecular methods and specific antibodies.

The storage method appears to be a concern in blood-feeding studies; however, seven articles (19%) did not specify the preservation method. Twelve studies (33%) reported that sand flies were stored dry after dissection at various temperatures, such as -7ºC, -15ºC, and -20ºC. In these cases, long-term storage may affect blood quality and, consequently, DNA recovery. 43 Ethanol was employed to preserve sand fly samples, with varying concentrations, including 70%, 24 , 25 , 48 , 49 80%, 50 90%, 51 and 96%. 52 , 53 , 54 The stability of ethanol in stored blood is of immense entomological interest, as there is often a need for the analysis of such blood samples months after collection. Although some authors stored sand flies preserved in ethanol at different temperatures (-10ºC and -20ºC), the quality of blood in alcohol samples appears not to be affected at these temperatures for at least six months. 55 Dimethyl sulfoxide (DMSO) at 6% was used to preserve engorged females in two studies 26 , 56 and seems to be an efficient and cost-effective preservative method, as it protects cells from intracellular ice formation-induced damage, acting as a cryoprotective agent. 57

In summary, these findings emphasise the need for standardised methodologies and meticulous consideration of storage conditions in future entomological studies to enhance the accuracy and reliability of blood source identification in sand flies.

Ecological inferences based on blood sources - Over time, numerous studies have explored the feeding tendencies of sand flies, often relying on attractiveness to vertebrates as a proxy for feeding preferences. However, such studies are limited as they do not always identify the actual blood sources, making the data fragile due to the potential for misinterpretation. For instance, while it has been suggested that species within the Martinsmyia genus are attracted to rodents based on bait studies, the blood sources of these species remain unidentified. Similarly, species within the Micropygomyia and Sciopemyia genera, traditionally believed to be exclusively attracted to cold-blooded animals, have been found feeding on warm-blooded animals, indicating variable feeding habits. The association between sand fly feeding habits and the detection of Leishmania parasites further complicates our understanding of their role in disease transmission. Although human blood has been detected in sand fly species from the Micropygomyia and Sciopemyia genera, the observed anthropophilic behaviour does not necessarily confirm their role as vectors, emphasising the necessity for more comprehensive studies. Furthermore, the possibility of cross-contamination of samples with human DNA during sand fly processing should be taken into consideration. In the risk of bias assessment, studies reporting descriptions regarding the use of sterile materials during sand fly dissection were considered as having a low risk of bias in the Sample Quality domain.

Human blood was detected in at least 35 sand fly species, making it the most identified vertebrate, followed by Gallus gallus blood, detected in 25 species. Chickens are refractory to Leishmania infection; however, their presence in peridomestic areas is often suggested as a risk factor of visceral leishmaniasis (VL). Belo et al. 58 conducted a meta-analysis of factors associated with VL and found conflicting data. On one hand, the presence of a chicken coop may attract sand flies, 14 thereby increasing the chances of dogs (the main L. infantum reservoir) being bitten by them. On the other hand, if the vector feeds on chickens, it could reduce the proportion of effective bites on dogs. Given these contradictory results, further studies are needed to clarify this relationship. Moreover, the fact that sand flies have fed on various bird orders may indicate their ecological habits, such as utilising tree canopies for opportunistic blood feeding.

Additionally, while certain vertebrates like Artiodactyls and Equines may not be considered primary hosts of Leishmania parasites, their presence can influence sand fly density and human-sand fly exposure, thereby impacting disease transmission dynamics. 59 Noteworthy, Leishmania (Mundinia) orientalis has been reported in bovines from Switzerland 60 and descriptions of a horse infected by Leishmania braziliensis in South America was in the first half of the last century. 61 Since then, several studies have suggested the presence of this parasite in horses and donkeys from Brazil. 62 , 63 , 64 Leishmania infantum infection has also been reported in equines, causing skin lesions and locomotor problems, 65 but it is also associated with asymptomatic disease. 66 , 67 Representative species of the subgenus Mundinia 68 have been identified in horses from Florida (USA) and Rio de Janeiro (Brazil), 69 , 70 indicating that this vertebrate should sporadically represent a relevant role as a host of these parasites. However, studies assessing the competence of these animals as reservoirs should be conducted.

Most of the blood feeding reports on Carnivora were represented by feedings on Canis lupus familiaris (domestic dog), widely known to be the primary reservoir of L. infantum in urban areas of Brazil, 71 and the remaining were associated with Felis silvestris catus (domestic cat), in which L. infantum infections have also been sporadically reported. 72 Other sylvatic Carnivora, like the crab-eating fox (Cerdocyon thous) and the bush dog (Speothos venaticus), have also been suggested as reservoirs of L. infantum. 73 Several sand fly species, such as Bichromomyia flaviscutellata, Lutzomyia cruzi, Lu. longipalpis, Migonemyia migonei, Ny. intermedia, Nyssomyia neivai, Ny. umbratilis, and Ny. whitmani, have been found feeding on dogs, and there is ongoing debate regarding their role as vectors of Leishmania. 74 , 75 However, the presence of other species feeding on dogs, such as Evandromyia cortelezzii, Evandromyia evandroi, Evandromyia termitophila, and Pressatia choti, opens perspectives on the capacity and competence of vectorial studies to ascertain their involvement in the epidemiological cycle, particularly of L. infantum.

The nine-banded armadillo (Dasypus novemcinctus) is considered a potential reservoir of Leishmania naiffi in Brazil. 76 , 77 At least five sand fly species have been found feeding on this vertebrate (Evandromyia sp.; Psychodopygus ayrozai, Chagasi series of Psychodopygus genus, Psychodopygus paraensis, and Psychodopygus carrerai carrerai) in studies conducted in Roraima and Acre, both in the Northern region of Brazil, 49 , 50 consistent with the geographical distribution of L. naiffi. Of these sand fly species, only Ps. ayrozai has been suggested as a putative vector of this parasite. 74 Other Cingulata have also been found as blood sources for sand flies, such as Dasypus sabanicola, 78 and the six-banded armadillo Euphractus sexcinctus; 79 however, there is a lack of information regarding their role as hosts/reservoirs of Leishmania.

The participation of other infected mammals, rather than dogs, in the transmission cycle of L. infantum in urban areas, has already been proposed for opossums (Didelphimorphia). 80 A total of eight sand fly species, within five genera (Lutzomyia, Nyssomyia, Pressatia, Psathyromyia, and Psychodopygus), have been found feeding on at least four species of opossums: Philander canus, Didelphis albiventris, Didelphis marsupialis, and Marmosops noctivagus. 50 , 81 , 82 Of these, only D. albiventris and D. marsupialis are considered potential reservoirs of L. infantum and Leishmania guyanensis, respectively. 83 , 84 , 85 However, other species of the genera Philander and Marmosops have also been suspected of sustaining Leishmania amazonensis and L. guyanensis infection, respectively. 86 , 87 In general, opossums are synanthropic and are frequently found in peridomiciliary areas, where they may serve as a source of infection to vectors, such as Lu. longipalpis, Ny. intermedia, and Ny. whitmani, which have been found feeding on opossums. 27 , 31 , 35 , 81 , 88 , 89

The order Pilosa, a clade of xenarthran placental mammals, includes anteaters and sloths. 90 Together with marsupials, these ancient Leishmania hosts are also native American fauna and possess a peculiar blood vessel structure that allows for an extremely low metabolic rate, conserving energy. 91 Regarding anteaters, only Tamandua tetradactyla, a putative host of L. amazonensis, L. guyanensis, and L. infantum, 92 , 93 , 94 has been reported as a blood source for Evandromyia, Nyssomyia, Psathyromyia, and Psychodopygus. 48 , 50 , 52 , 53 , 54 , 81 The two genera of sloths (Bradypus and Choloepus) have representatives considered putative reservoirs of Leishmania in Brazil. Bradypus tridactylus has been associated with L. shawi infections, and Choloepus didactylus has been associated with L. guyanensis in the Northern region. 95 Moreover, C. hoffmanni has been associated with Leishmania colombiensis and Leishmania equatoriensis (syn = Endotrypanum colombiensis and Endotrypanum equatoriensis, respectively) 68 in South America. 96 , 97 Six sand fly species (Lutzomyia spathotrichia, Nyssomyia anduzei, Ny. umbratilis, Ny. antunesi, Pintomyia fiocruzi, and Trichopygomyia sp.) have been found feeding on sloths, and among these species, Ny. anduzei and Ny. umbratilis have been reported as naturally infected with Endotrypanum 97 , 98 and may be considered putative vectors of these parasites.

Among primates, sand flies feeding on humans suggest anthropophilic tendencies, but their role as vectors remains debated. Notably, Micropygomyia trinidadensis and Sciopemyia sordellii, frequently associated with cold-blooded animals, have been found feeding on humans. 27 , 50 Molecular analysis has shown the presence of L. amazonensis, L. infantum, and L. braziliensis DNA in Mi. trinidadensis 99 and L. braziliensis, L. infantum, and L. naiffi in Sc. sordellii. 100 , 101 Until today, the role of members of Micropygomyia and Scyopemia as vectors of Leishmania is debated. The presence of blood from Alouatta seniculus (Venezuelan red howler) and Plecturocebus bernhardi (zog-zog monkey) was also detected in Psychodopygus hirsutus, Ny. antunesi complex, and Ny. umbratilis; however, these vertebrates are not yet considered hosts/reservoirs of Leishmania.

Nine species of rodents belonging to six genera have been detected as blood sources for sand flies. Blood from three species of agouti (Dasyprocta azarae, Dasyprocta leporina, and Dasyprocta fuliginosa) has been detected in Lu. cruzi, Ny. antunesi, Psychodopygus davisi, and the Chagasi series of the Psychodopygus genus, with only D. azarae considered a putative host of L. infantum. 73 The lowland paca (Cuniculus paca) is considered a putative host of Leishmania lainsoni, 102 and its blood was detected within Ny. antunesi, 48 Pintomyia serrana and Chagasi series of Psychodopygus genus. 49 , 50 However, although Ny. antunesi has been found associated with several Leishmania (Viannia) parasites, 50 , 54 , 103 , 104 the presence of L. lainsoni has never been detected in these sand flies, only in Evandromyia evandroi, Lu. longipalpis, Ny. whitmani, Trichophoromyia brachipyga, and Trichophoromyia ubiquitalis, 100 , 105 , 106 , 107 , 108 highlighting the necessity of further studies to understand the transmission dynamics of this parasite. Coendu prehensilis (Brazilian porcupine), whose blood was detected in Pi. serrana and Ps. davisi, 50 is considered a putative host of L. infantum in Bolivia. 109 Leishmania hertigi [syn. Porcisia hertigi 68 ] has been described from this vertebrate in Panama; 110 however, in Brazil, there is no data regarding its putative role in the transmission cycle of trypanosomatids. Rattus rattus (black rat) blood was found in Lu. spathotrichia, Ny. umbratilis, Pa. Shannoni complex, and Mg. migonei. This rodent is known to be a reservoir of L. braziliensis, and these sand flies should be investigated as putative vectors. Among these sand flies, at least Mg. migonei is considered a permissive vector, able to sustain late-stage infections of L. braziliensis. 111 Blood from the house mouse (Mus musculus) was found within females of Chagasi series of Psychodopygus genus, 49 and this vertebrate is considered a putative host of L. braziliensis in peridomestic areas. 112 In sylvatic areas, representatives of Proechimys seem to be hosts of L. amazonensis and L. guyanensis, 85 , 86 and blood from Proechimys gardneri was found in Bi. flaviscutellata, 52 the primary vector of L. amazonensis in Brazil, 74 evidencing a close relationship between hosts and vectors.

In conclusion, ecological inferences drawn from blood sources, in association with the presence of Leishmania in putative hosts, shed light on the complex dynamics of sand fly ecology. This underscores the importance of comprehensive studies to elucidate the role of sand flies in disease transmission cycles. By further investigating these ecological relationships, researchers can contribute to the development of more effective vector control strategies, ultimately helping to mitigate the burden of leishmaniasis in endemic regions.

Concluding remarks

In summary, this study underscores the critical importance of blood source identification in sand fly research to elucidate the intricate dynamics of vector-host-parasite interactions. The implementation of standardised methodologies, coupled with meticulous attention to storage conditions and the level of blood digestion in females, is paramount for advancing our comprehension of sand fly feeding ecology and its implications for Leishmania transmission dynamics. By confronting these methodological challenges head-on, future investigations may make significant strides in unravelling the nuanced roles of sand fly species as vectors, and by extension, their potential hosts/reservoirs, within the complex epidemiological network of Leishmania in Brazil.
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