the importance of parasites in shaping community structure and influencing ecosystem functioning in the marine environment has gained considerable recognition over the past few decades ( dobson and hudson , 1986 , poulin , 1999 , poulin et  al . , 2016 ) .
parasites have complex roles in community ecology by influencing population sizes and shifting patterns in both biodiversity and community structure
. parasites can also alter the outcome of competitive interactions , either by enabling rare species to coexist with dominant ones or by helping to eliminate competitors .
additionally , parasites have become increasingly recognized as important components of trophic pathways ( see demopoulos and sikkel , 2015 ) .
the inclusion of parasites in food webs has revealed higher connections among species ( amundsen et  al . , 2009 ) and higher trophic efficiency ( arias - gonzlez and morand , 2006 ) .
although the importance of parasites in marine ecosystems is clear , there is still much to be learned regarding the multiple effects that parasites have in different ecosystems throughout the marine realm .
a recent review regarding the synergy of marine ecology and parasitology highlighted seven key areas to further increase our understanding of the importance of parasites in marine ecosystem functioning ( poulin et  al . , 2016 ) .
( 2016 ) emphasized the need to discover and identify key parasite species that play pivotal roles in ecosystems , while adding new model systems to broaden perspectives on marine parasitism .
because the majority of marine parasitology studies have been conducted in coastal and coral reef ecosystems , it was also suggested that research should be expanded to additional marine habitats . focusing on a narrow range of habitats can constrain generalizations regarding parasitism in the marine environment ( poulin et  al . ,
the deep sea is one such understudied ecosystem in which data on parasitism remains limited . for fishes inhabiting
the deep sea , knowledge of parasitism is limited to < 10% ( klimpel et  al . , 2006 ) .
the few studies on parasitism in deep - sea fishes have focused mainly on the prevalence of endoparasitism ( noble , 1973 , campbell et  al . , 1980 ,
, 2006 , palm and klimpel , 2008 ) , revealing the importance of temperature , depth , and habitat ( such as submarine canyons ) in influencing the prevalence of endoparasite infections in the deep sea ( manter , 1934 , campbell et  al . , 1980 ,
gartner and zwerner , 1989 , marcogliese , 2002 , klimpel et  al . ,
however , deep - sea fishes are also hosts to ectoparasites , which can adversely affect fishes by causing anemia ( adlard and lester , 1995 , lester et  al . , 1995 ) ,
tissue damage ( adlard and lester , 1995 , lester et  al . , 1995 ) , scarring ( ross et  al . , 2001 ) , and behavioral changes ( e.g. welicky and sikkel , 2014 , artim et  al . , 2015 ) , while transmitting other diseases [ e.g. , blood parasites , ( davies and smit , 2001 ) , viruses ( lawler et  al . , 1974 ) ] .
ectoparasitism may thus influence population dynamics of deep - sea fishes and may be important in trophic ecology through direct consumption by other organisms ( johnson et  al .
yet , ectoparasitism remains understudied , partly because prior data have been obtained opportunistically from trawling and dredging efforts .
these types of gear can dislodge ectoparasites from their hosts during collection ( ross et  al . , 2001 ) .
to investigate ectoparasitism in the deep sea , direct observations using remotely operated vehicles ( rovs ) provide an alternative method to trawling .
visual based surveys have provided a considerable amount of information on ectoparasite - host interactions in shallow waters , while revealing effects of parasitism on fish behavior ( e.g. , swimming behavior , site fidelity , barber et  al . , 2000 ,
trophic connections have also been determined from in situ observations ( i.e. , cleaner stations on coral reefs , sikkel et  al . , 2004 ) .
thus , the value of visual analysis in parasite studies , from shallow waters to the deep - sea , is clear .
recent expeditions to survey various seafloor features along the continental margin of the northeastern united states ( neus ) provided an opportunity to increase knowledge of ectoparasites infecting demersal fishes in the deep sea .
visual observations from rov surveys were used in the present study to identify ectoparasites and their hosts and examine whether ectoparasite diversity declines with increasing depth .
we also examined whether ectoparasite - host interactions and intensity of infections differ among depths and habitats in each of three common fish species [ antimora rostrata ( family moridae ) , nezumia bairdii ( family macrouridae ) , and synaphobranchus ( family synaphobranchidae ) ] .
the high - definition video obtained from these expeditions enabled in situ observations of host - parasite interactions while providing unparalleled , high - resolution images of ectoparasites infecting fishes in the deep sea .
forty - three remotely operated vehicle ( rov ) dives were conducted with the rov deep discoverer ( d2 ) along the neus continental margin and new england seamount chain during two expeditions ( 9 july to 16 aug 2013 and 19 sep to 6 oct 2014 ) aboard the noaa ship okeanos explorer ( fig .  1 ) .
these expeditions were telepresence - enabled , with live video feeds transmitted back to shore in real time ( http://oceanexplorer.noaa.gov/okeanos/media/exstream/exstream.html ) , allowing scientists on shore and on the ship to interact during the dives via an internet chat room and satellite teleconference line .
the rov d2 was equipped with two high - definition cameras and 16,600 lumens of hydraulically positioned led lights . a sea - bird 911 + conductivity - temperature - depth ( ctd ) logger with a dissolved oxygen ( do ) sensor
paired lasers ( 10  cm apart ) were positioned on the rov to approximate field of view and sizes of fishes and ectoparasites .
the okeanos explorer followed the vehicles using dynamic positioning and tracked vehicle position with an ultra - short baseline tracking system .
each rov dive traversed one broad - scale habitat feature at depths ranging from 494 to 4689  m ( fig .  1 ) .
these habitat features included : submarine canyons ( 25 dives ) , cold seeps ( three dives ) , open slope / intercanyon areas ( seven dives ) , and seamounts ( eight dives ) .
no fishes were observed during one dive at the deepest seamount surveyed ( un - named seamount , 45524689  m ) . as the rov traversed a habitat feature ( 0.10.2 knots , 1 knot  =  0.514  m  s ) , the cameras were generally set on wide - angle view , but zooms were frequently conducted to obtain detailed imagery of each previously undocumented species encountered during a given dive survey . the over - ground distance covered by the rov [ measured in arcgis v9 ( esri ) ] varied across dives ( 3002200  m ) , but the observation time on bottom was approximately the same ( 57  h per dive ) . during each dive ,
video clips ( 103191clips ) from the high - definition camera mounted on the rov d2 were contiguously acquired as part of the mission of the expeditions .
these video clips ranged in length from approximately 30  s to 5  min .
sixty - nine demersal fish taxa and three mesopelagic taxa were identified using both frame grab and video observations ( see quattrini et  al . , 2015 ) .
ectoparasites were identified to the lowest taxonomic level on fishes from all available frame grabs .
ectoparasite type , placement , number and size also ensured that individuals were counted only once . because we restricted this analysis to using frame grabs only , we calculated frequency of ectoparasite - host interactions to examine general patterns across the region .
three species of fishes ( antimora rostrata , n.  bairdii and synaphobranchus spp . ) that were dominant in the region and had ectoparasites were further enumerated using all video clips .
the average intensity of infection ( number per one side ) was estimated for these species using individuals imaged during times when the camera was positioned to permit accurate counts .
although gnathiid parasites were common , these could not be consistently identified on all individuals due to the wide camera view .
thus , estimates provided herein for this taxonomic group are conservative and many parasites labeled as  unknown  may in fact be gnathiids . for each dominant fish species , abundances of ectoparasite - host interactions
were estimated by taking the total number of hosts observed with at least one ectoparasite during a dive and dividing by the product of the total over the ground distance covered by the rov and the estimated field of view ( 4.3  m ) .
depth zones were binned into 300  m depth intervals from 500 to 3200  m , except the last depth zone ranged from 2900 to 3262  m. a single dive may have traversed across two depth zones , but only across one broad - scale habitat feature .
a kruskal - wallis ( k - w ) test was used to determine if hosts or ectoparasite - host interactions were significantly more abundant within a particular depth range or habitat . following other deep - sea studies ( e.g. , davies et  al . , 2008 , doughty et  al . , 2014 ) , only dives in which each of the dominant species was present were included in these tests .
all statistical tests were conducted in r v 3.1 ( r core team . , 2015 ; http://www.r-project.org ) .
a total of 125 adult fishes [ out of 1429 individuals confirmed with or without ectoparasites ] representing at least 25 species [ out of 69 demersal species ( quattrini et  al . , 2015 ) and three mesopelagic species ] from 18 families were observed hosting at least five families of ectoparasites ( table  1 ) .
the isopoda ( aegidae , cymothoidae , gnathiidae ) was the most common group of ectoparasites observed , infecting 74 individual hosts .
an additional 29 individual hosts were infected with ectoparasites that could not be identified ; however , many were possible gnathiids .
gnathiids were the most common ectoparasite observed across species , infecting at least 19 species ( table  1 ) .
hoplostethus mediterraneus hosted a cymothoid isopod ( table  1 , table  2 ) .
siphonostomatoid copepod parasites were observed on at least four host species : a.  rostrata , diaphus sp .
two families of siphonostomatoid copepods were identified on three species of fishes ( fig . 
copepods from the family lernaeopodidae , sized at approximately 13  cm total length ( tl ) , were observed on a.  rostrata ( fig . 
copepods were attached to anal fins , below second dorsal fins , and behind the eyes .
at least two species ( likely lophoura spp . ) from the family sphyriidae infected synaphobranchus spp .
the copepods ( 23  cm  tl ) infecting n.  bairdii were attached directly behind the dorsal fin , whereas larger copepods ( 45  cm  tl ) infecting synaphobranchus spp .
unidentified siphonostomatoid copepods were observed ( 2  cm  tl ) on mesopelagic fishes , including two diaphus sp .
hyperparasitism was observed on n.  bairdii , with each sphyriid copepod infected by at least three to eight leeches ( fig . 
of the three families of isopods that infected demersal fishes , gnathiids were the most common , with 1 to 45 individuals infecting at least one side of each individual fish .
gnathiids were translucent , attached to all fins , heads , and sides of bodies ( fig . 
2h ) , and ranged in size from 1 to 3  mm  tl .
one large ( 2.5  cm  tl ) aegid was attached mid - way on the body of a.  radiata , at the juncture of the left pectoral wing and the central disk ( fig . 
the other fish individual had at least 15 smaller ( 12  mm  tl ) aegids attached to both the wings and the central disk .
each aegid ( 23  cm  tl ) was attached behind the dorsal fin ( fig . 
one cymothoid isopod ( 4  cm  tl ) was observed attached on the side of the body below the dorsal fin of h.  mediterraneus ( fig . 
ectoparasite - host interactions were documented during 36 dives across the entire study region at depths ranging from 494 to 3262  m ( temperature 5.6 to 2.6  c , dissolved oxygen 3.65.6  ml 
observations of host - ectoparasite interactions were more frequent in canyons ( 66% , n  =  23 dives ) than in open slope ( 23% n  =  7 dives ) , cold seep ( 7% , n  =  3 dives ) , and seamount ( 4% , n  =  3 dives ) habitats ( fig .  1 ) .
of the six seamounts where fishes were observed ( < 20 individuals per dive ) , ectoparasites ( gnathiids ) were observed on five individuals , one individual each on kelvin and retriever seamounts and three individuals from mytilus seamount , at depths ranging from 2035 to 3260  m ( fig .  1 , table  2 ) .
the number of species infected with parasites was similar among open slope ( 6 spp ) , seamount ( 4 spp . ) , and cold seep ( 4 spp . )
frequencies of ectoparasite - host interactions ranged from 2 to 34% , with the most frequent observations in 8001100  m and 11001400  m ( table  2 ) .
few ( n  =  8) ectoparasite - host interactions were observed in the deeper areas ( > 1700  m ) ( table  2 ) .
the number of host species infected with parasites was highest at depths of 8001100  m ( n  =  12 species ) , followed by 11001400  m ( n  =  11 species ) , and then declined with increasing depth ( table  2 ) .
species richness of ectoparasites was similar among habitats , but declined with deeper depths ( table  2 ) .
siphonostomatoid copepods were observed in canyon , cold seep , and open slope habitats at depths down to 1400  m. aegids were observed in open slope and canyon habitats at depths down to 1100  m. one cymothoid isopod was observed in a canyon habitat at a depth of 739  m. gnathiids were observed in all habitats and at the deepest depths surveyed ( down to 3300  m ) . out of the three common species enumerated on video , antimora rostrata (
n  =  97 adults , n  =  29 dives ) was observed with parasites most frequently .
we positively identified ectoparasites on 33% of all observed a.  rostrata ( 2540  cm  tl ) .
of the individuals confirmed with parasites , 88% were infected with gnathiids and 12% were infected with lernaeopodid copepods ( fig .  3 , table  1 ) .
3 ) . for the remaining 55% ( n  =  53 ) of individuals ,
it could not be determined whether or not individuals had ectoparasites because individuals in the video were too far from the camera to confirm whether or not ectoparasites were present .
the average number of parasites infecting a single side of an individual was 7.72    1.89 se parasites ( n  =  26 individuals , 1 to 45 ectoparasites per individual ) . the most intense infections ( 9.05    2.39 se ectoparasites per side ) were observed on individuals in canyon habitats , particularly at depths ranging from 1100 to 2000 m ( table  3 ) .
although prevalence of infections did not differ ( k - w , x  =  0.14 , p  =  0.93 ) among the three dominant species , the infection intensity was significantly higher ( k - w , x  =  14.78 , p  =  0.0006 ) in a.  rostrata than in the other species .
antimora rostrata was observed at depths ranging from 810 to 2718  m. this species was most abundant at depths of 1100 to 1400  m ( 0.029    0.010 se individuals 10  m ) followed by 1400 to 1700  m ( 0.027    0.009 se individuals 10  m ) ( fig . 
although ectoparasite - host interactions ( 0.010    0.006 se interactions 10  m ) were slightly higher at 800 to 1100  m , there were no significant differences in ectoparasite - host interactions among depth zones ( k - w , x  =  4.28 , p  =  0.63 , fig . 
only two individuals were infected with gnathiid parasites depths > 2000 m. among all habitats , a.  rostrata was most abundant in cold seeps ( 0.020    0.009 se individuals 10  m , fig .  5 , fig . 
a.  rostrata was most abundant during a single dive at a cold seep site ( 0.37 individuals 10  m , 14121474  m depth ) . here ,
only 0.004 ectoparasite - host interactions 10  m was estimated . the greatest number ( 0.005    0.001 se interactions 10  m ) of ectoparasite - host interactions was in submarine canyons , but
interactions were not significantly different among habitats ( k - w , x  =  5.56 , p  =  0.13 , fig . 
5a ) . the highest abundance ( 0.13 interactions 10  m ) of ectoparasite - host interactions during a single dive was from heezen canyon ( 16941722  m ) , where the abundance of a.  rostrata was 0.018 individuals 10  m. for n.  bairdii ( n  =  153 individuals , n  =  24 dives ) , we positively identified ectoparasites on 12% of all individuals ( 1525  cm  tl ) , while 25% of n.  bairdii individuals had no ectoparasites . of the individuals confirmed with parasites ,
42% were infected with gnathiids , 26% were infected with aegid isopods , 21% were infected with sphyriid copepods , and 11% had unidentified parasites ( table  1 , fig .  3 ) . for the remaining 63% of individuals , it could not be determined whether or not individuals hosted parasites .
the average number of parasites infecting a single side of an individual was 2.15    0.52 se parasites per side ( n  =  13 individuals , 1 to 7 ectoparasites per individual ) .
the highest intensity of infections ( 2.67    0.92 se ectoparasites per side ) on n.  bairdii occurred in open slope / intercanyon habitats ( table  3 ) . while n.  bairdii was observed at depths of 500 to 1860  m , this species was most abundant ( 0.035    0.007 se individuals 10  m ) between 1100 and 1400  m. however , ectoparasite - host interactions were not significantly different among depth zones ( k - w , x  =  7.57 , p - value  =  0.11 ) ( fig . 
ectoparasite - host interactions also did not differ among habitats ( k - w , x  =  1.92 , p  =  0.38 , fig .  5 , fig . 
( n  =  6 dives , open slope ) to 0.038 individuals 10  m ( n  =  1 dive , cold seep ) . during a single dive , n.  bairdii was most abundant ( 0.054 individuals 10  m ) in okeanos canyon at depths ranging from 1360 to 1500  m ; yet no individuals had ectoparasites at this site .
the greatest number of individuals with ectoparasites ( 0.009 interactions 10  m ) was during a single dive in phoenix canyon at depths ranging from 1035 to 1172  m. here , abundance of n.  bairdii was 0.041 individuals 10  m. the cutthroat eel , synaphobranchus spp .
was the most abundant species observed ( n  =  1785 individuals , 33 dives ) across the study area , but had the fewest ectoparasites .
( 2550  cm  tl ) , whereas 68.2% of synaphobranchus individuals had no ectoparasites . of the individuals confirmed with parasites , 32% were infected with sphyriid copepods , 2% were infected with gnathiids , and 48% had unidentified parasites ( fig .  3 ) . for the remaining 30.4% of individuals
the average number of parasites infecting a single side of an individual was 1.45    0.21 se parasites per side ( 13 ectoparasites per individual ) .
the most intense infections ( 2.00    0.25 se ectoparasites per side ) were in canyon habitats ( table  3 ) .
was observed at depths ranging from 500 to 2025 m and was most abundant ( 0.256    0.074 se individuals 10  m ) at depths of 1100 to 1400  m. ectoparasitism , however , was slightly more abundant at 800 to 1100  m , but not significantly higher ( k - w , x  =  4.20 , p  =  0.52 ) than other depth ranges ( fig . 
although synaphobranchus spp . were abundant in open slope habitats ( 0.165    0.083
se individuals 10  m ) , ectoparasite - host interactions did not differ among habitats ( k - w , x  =  0.79 , p  =  0.67 , fig .  5 , fig . 
ectoparasite - host interactions ranged from 0.002    0.001 to 0.003    0.003 se individuals 10  m in open slope , canyon , and cold - seep habitats . during a single dive , both the highest abundances of synaphobranchus spp .
( 0.68 individuals 10  m ) and ectoparasite - host interactions ( 0.014 individuals 10  m ) were observed in phoenix canyon at depths ranging from 1000 to 1170  m. no notable differences in behavior were observed for the majority of fishes infected with ectoparasites , particularly those infected with gnathiids .
most of the individuals appeared to be either resting on the bottom [ e.g. , a.  radiata , bathysaurus ferox , cottunculus thomsonii ] or swimming normally ( e.g. , sharks , chimaeras , ophidiids , morids , macrourids , synaphobranchids ) either close to or just a few meters above the seafloor .
only a few of the fishes that had large ectoparasites appeared to be behaving abnormally .
one n.  bairdii individual with a sphyriid copepod hyperparasitized by eight leeches ( fig . 
2c ) appeared to be underweight than other individuals of similar total lengths ( 15  cm  tl ) .
this individual was observed swimming in circles and appeared to be leaning towards one side ( suppl . 
one hoplostethus mediterraneus with a large cymothoid isopod on its left side was observed making short , erratic movements using its pectoral fins .
finally , one synaphobranchus individual with a large ( 5  cm  tl ) sphyriid copepod was swimming so close to the seafloor that both host and copepod were in contact with the sediment , perhaps increasing the chance for parasite removal .
although rov lights and noise can alter individual fish behavior ( stoner et  al . , 2008 ) , abnormal swimming behaviors were likely not an effect of the rov because these behaviors were not observed in numerous uninfected individuals .
the following is the supplementary data related to this article : video s1nezumia bairdii with a sphyriid copepod hyperparasitized by eight leeches ( phoenix canyon , 8001100 m depth ) .
video recorded by rov d2 during the noaa okeanos explorer program , 2014 atlantic canyons and seamounts expedition .
nezumia bairdii with a sphyriid copepod hyperparasitized by eight leeches ( phoenix canyon , 8001100 m depth ) .
video recorded by rov d2 during the noaa okeanos explorer program , 2014 atlantic canyons and seamounts expedition .
rov video provided remarkable observations of ectoparasite infections on deep - sea fishes . these observations enabled us to determine that ectoparasitism occurs across a variety of depths ( 5003300  m ) , habitats ( seamounts , canyons , cold seeps , open slope ) , and host species ( 25 species ) along the northeastern u.s .
we found that the abundance of ectoparasite - host interactions and intensity of infections peaked within particular depths and habitats depending upon the host species examined , but that submarine canyons may enhance ectoparasitism .
we also found that species richness of ectoparasites declined with depth ; only gnathiids were observed at the deepest depths surveyed .
thus , our results strengthen the notion that as temperature decreases ( poulin and rohde , 1997 ) and the number of host species decline ( campbell et  al . , 1980 ) with increasing depth , the diversity of host - ectoparasite interactions decreases as well .
we also note that , at least at the family level , ectoparasites infecting demersal fishes appear to be both generalist ( gnathiids , infecting 19 host species ) and specialist ( copepods , aegids , and cymothoids , each infecting 12 host species ) species , likely due to differences in parasite life cycles .
although our estimates of ectoparasite diversity are conservative , as species can not be identified without collections , our study demonstrates the utility of using an rov to observe and count ectoparasite - host interactions across a variety of depths , habitats , and host species , while providing the opportunity to examine in situ the impact of ectoparasite infections on fish behavior .
ectoparasitism was widespread across fish species , with 18 families of teleosts and chondrichthyans observed with ectoparasite infections .
many ectoparasites have benthic life stages ( e.g. , smit and davies , 2004 ) and thus would more likely encounter a demersal fish host than a mesopelagic host .
the majority of fish species harboring ectoparasites were both relatively abundant in the region and/or were habitat generalists ( auster et  al .
thus , the number of ectoparasite - host interactions could be a consequence of the host population size or the host adopting a generalist strategy by utilizing a wide range of niches , including food resources and habitats .
other host behaviors , such as spawning ( e.g. , scyliorhinids ) or feeding on the benthos ( e.g. , n.  bairdii , campbell et  al . , 1980 ) or aggregating ( a.  rostrata , iwamoto , 1975 ) , may also increase ectoparasite infections ( boxshall , 1998 ) .
our study also revealed that demersal lifestyle alone , of hosts , was not sufficient to explain ectoparasite infections .
the number of demersal host species ( 24 species ) with ectoparasites constituted approximately one third of all demersal species ( 69 species ) observed across the same depth range in the region ( table  s1 , quattrini et  al . , 2015 ) .
although ectoparasite - host interactions may be underestimated , our results are comparable to those documented from deep - sea fishes ( to 1000  m ) collected off australia using surface - deployed gear ( e.g. , traps , trawls ) ( rohde et  al . , 1995 ) .
the absence of ectoparasites on several species might provide evidence of unoccupied niches for the ectoparasites ( rohde et  al .
, 1995 ) . alternatively , the absence of ectoparasites could be a result of a fish 's resistance to infection ( e.g. mucous production , skin / scale resiliency , coile and sikkel , 2013 ) , rarity of the fish host ( boxshall , 1998 ) or fish behavior ( boxshall , 1998 ) .
the intensity of infections and the abundance of ectoparasite - host interactions was not a function of host abundance .
ectoparasitism was not most abundant where both n.  bairdii and a.  rostrata were locally most abundant .
furthermore , synaphobranchus spp . was the most abundant species observed ; yet ectoparasitism was relatively low in this species compared to the others .
additionally , among the three dominant species , the infection intensity was highest in a.  rostrata , yet  all three species were common across depths and habitats and all are generalist feeders .
scavenge ( collins et  al . , 1999 , jamieson et  al . , 2011 ) or feed on benthopelagic species and n.  bairdii feeds mainly on benthic invertebrates ( campbell et  al . , 1980 ,
perhaps the higher intensity of infections on a.  rostrata relate to movement and/or aggregation of individuals ( boxshall , 1998 ) for reproduction ( iwamoto , 1975 , wenner and musick , 1977 ) .
aggregating at a single , dominant spawning site or undergoing periodic re - distribution during reproduction ( white et  al .
higher infection intensity in a.  rostrata may also be due to reduced resistance to infection .
gnathiids could perhaps more easily penetrate a.  rostrata , as this species has relatively large , overlapping cycloid scales .
in addition to the ecology and biology of the host species , the ecology and life history traits of the ectoparasites also influence prevalence , specificity , and intensity of infections . compared to the other ectoparasite families , gnathiids infected a variety of host species ( 19 spp . ) across the entire depth range .
a single species of gnathiid is known to infect numerous host species in shallow waters ( e.g. , coile and sikkel , 2013 ) .
life history characteristics of gnathiids likely increase their ability to infect a variety of species and more than one host species in their lifetime ( lafferty and kuris , 2002 , jones et  al .
although the three larval stages of gnathiids are obligate fish parasites , between each stage , larval gnathiids return to the benthos ( e.g. , sponges , corals , serpulid tubeworms , tunicates , sediments , among rocks , wood ) to molt until infecting another species or until the final , non - feeding adult stage ( mouchet , 1928 , stoll , 1962 , upton , 1987 , jacoby and greenwood , 1988 , klitgaard , 1991 , smit et  al . , 1999 ,
thus , gnathiids may have been so successful at colonizing , with high intensity , a diversity of host fishes from shallow waters to the deep sea because of attributes of their life cycle .
in contrast to gnathiids , siphonostomatoids , aegids , and cymothoids isopods are known to be highly host specific ( wilson , 1919 , ho , 1985 , boxshall , 1998 , bunkley - williams and williams , 1998 , ross et  al . , 2001 ) . in our study ,
siphonostomatoid copepods and aegid and cymothoid isopods infected four , two , and one species , respectively . for cymothoids and copepods ,
free - living juvenile stages attach to hosts and remain on the host for life until reproduction ( boxshall , 1998 , bunkley - williams and williams , 1998 ) .
although these ectoparasites have reproductive strategies that would help them complete their life cycle in the deep sea [ e.g. , males parasitizing females ( copepods , boxshall , 1998 ) and hermaphroditism ( cymothoids , bunkley - williams and williams , 1998 ) ] , specializing on only a few host species may help increase encounter rates of male and females during periods of sexual reproduction .
in contrast , aegids are temporary parasites , changing hosts during their lifetimes by settling on the benthos until infecting another species ( bunkley - williams and williams , 1998 ) .
this behavior may result in higher infection rates of demersal fishes that feed on the benthos , such as n.  bairdii and a.  radiata ( e.g. , campbell et  al . , 1980 ) .
based on previous research , ectoparasites from the host - specific families observed in this study were most likely different species .
leptodactylus gracilis has been reported from s.  kaupii ( wilson , 1919 ) whereas leptodactylus pentaloba and leptodactylus bouvieri have been reported from n.  bairdii ( wilson , 1919 , ho , 1985 ) .
parabrachiella pinguis is the only lernaeopodid that has been reported from a.  rostrata in the neus region ( wilson , 1915 , ho , 1985 ) .
sarcotretes scopeli ( family pennellidae ) is the only copepod recorded from myctophids in the atlantic ( gartner and zwerner , 1989 , boxshall , 1998 ) . as for the isopods , the aegid syscenus infelix has been reported from n.  bairdii along the neus slope ( ross et  al . , 2001 ) .
aega psora is the only aegid recorded from antimora radiata , documented only once in the bay of fundy ( wallace and huntsman , 1919 ) .
one cymothoid was observed in this study , and to our knowledge constitutes the first record of ectoparasitism on h.  mediterraneus .
few cymothoids are known to inhabit deep waters ( brusca , 1981 ) , particularly below 800  m ( poore and bruce , 2012 ) .
ectoparasite - host interactions were observed in all habitats , but our data suggest that submarine canyons may increase abundance of ectoparasite - host interactions , the number of host species infected , and the intensity of infections , at least for some species . canyons ( alvin , nygren , hydrographer , phoenix ) with the highest ectoparasite - host interactions observed contained relatively high numbers of fish species observed ( 1420 species per dive ) than other sites in the region ( see quattrini et  al . , 2015 ) . additionally , for each dominant species , ectoparasite - host interactions were most abundant during a single dive in a canyon habitat . for a. 
rostrata , the mean abundance of ectoparasite - host interactions and the intensity of ectoparasite infections were also higher in submarine canyons than other habitats .
( 1980 ) found a higher endoparasite load in both a.  rostrata and n.  bairdii occupying canyon habitats in the same region .
higher intensities of infections in canyon environments may in part be related to increased habitat heterogeneity , including higher abundances of both corals and sponges ( huvenne et  al . , 2011 , quattrini et  al . , 2015 ) .
corals and sponges have been noted to house resting stages of gnathiid larvae ( klitgaard , 1991 ) .
in fact , all resting larval and adult stages have been previously collected from a single sponge in deep waters ( 150487  m , klitgaard , 1991 ) , suggesting some site fidelity for parasites .
, 2006 , oliveira et  al . , 2007 ) , and have been documented with higher abundances of fauna compared to the surrounding slopes ( vetter and dayton , 1999 ) .
it is possible that deep - sea fishes , including a.  rostrata , are more actively feeding in submarine canyons , and thus these behaviors may increase infection rates of ectoparasites .
peaks in both ectoparasite diversity and ectoparasite - host interactions were observed at mid - slope depths .
ectoparasite - host interactions were most abundant at depths of 800 to 1100  m for a. rostrata and synaphobranchus spp . and at 500 to 800  m for n.  bairdii .
ectoparasitism diversity was highest at depths of 500 to 1400  m , and then declined with increasing depth .
siphonostomatoid copepods , aegids , and cymothoids were absent at depths > 1400  m ; only gnathiids were observed at the deepest depths surveyed ( up to 3260  m ) .
peaks at mid - slope depths appear to correspond to higher species richness of fishes .
rov dives from the 20132014 expeditions documented fewer numbers of species ( 512 species per dive ) at deeper depths ( > 1400  m ) than in shallower ( 5001400  m ) depths ( 920 species per dive , see quattrini et  al . , 2015 ) .
the absence of the host - specific ectoparasites at deeper depths is due to decreased diversity and depth range limits of host species , similar to the endoparasite fauna sampled from fishes in the same region ( campbell et  al . , 1980 ) .
but in contrast to patterns in the endoparasite fauna , the number of ectoparasite - host interactions did not decrease linearly with depth in this region ; similar abundances of ectoparasite - host interactions were observed at depths > 1100  m ( campbell et  al . , 1980 ) .
in addition to host distribution , environmental conditions , such as temperature , could also limit the distribution of ectoparasites .
temperature has a significant effect on the species richness of ectoparasite communities ( rohde et  al . , 1995 ) .
in the neus region , temperature changes from 4 - 5  c to 34  c  at a depth boundary of approximately 1300  m , corresponding to a change in deep water masses ( pickart , 1992 ) .
this study was part of a larger expedition that was not focused solely on documenting ectoparasites on deep - sea fishes .
thus , we note a few methodological limitations and suggest modifications for future use of rovs to fully document ectoparasitism in the deep sea . due to
inadequate camera angles , we were unable to determine whether ectoparasites were present on a portion of the dominant species .
targeted rov surveys that incorporate frequent zooms and discrete collections , perhaps in combination with museum collections , would be best to elucidate fine - scale patterns of ectoparasitism in the deep sea .
we acknowledge that further sampling across similar depths and habitats is necessary to resolve confounding effects of habitat and depth on the distribution of ectoparasites and ectoparasite - host interactions ; most effort was conducted at depths of 500 to 1100  m in canyon habitats .
further quantification is necessary to determine whether submarine canyons significantly influence the prevalence , abundance , and infection intensity of ectoparasitism in deep - sea fishes .
metazoan parasites are an important , yet overlooked , component of deep - sea communities .
similar to shallow - water communities , an estimated 1.5 metazoan parasite species occur per fish species ; thus parasites likely have significant impacts on ecosystem functioning in the deep sea ( klimpel et  al . , 2001 ) .
in the present study , the widespread occurrence of ectoparasitism across a variety of host species , depths , habitats , and locations indicate that ectoparasites are a significant component of deep - sea biodiversity . because ectoparasitism is widespread and many fishes also have wide - ranging distributions ( e.g. , moore et  al . , 2003 ) , ectoparasites could alter behavior and population dynamics of hosts , while increasing trophic connections ( amundsen et  al . , 2009 , demopoulos and sikkel , 2015 ) in communities throughout the deep sea . understanding parasite ecology
may thus serve as a proxy for determining healthy ecosystems ( hudson et  al . , 2006 ) .
for example , recent studies in shallow water ecosystems have demonstrated the important connections between fishes , ectoparasites , and cleaner species ( johnson et  al . , 2010 ) ;
disruptions to these connections can cause community changes ( e.g. , lafferty et  al . , 2008 , sun et  al . ,
2015 ) . focused parasitology studies are sorely needed to further our understanding of the roles of parasites in both community and trophic ecology in the deep sea ( poulin et  al . , 2016 ) .
by demonstrating the widespread occurrence of ectoparasitism in the deep sea using visual based surveys , we hope that this study can serve as a basis for testing further hypotheses regarding the role of parasitism throughout the deep sea .
amq analyzed the video , conducted analyses , and wrote the text with significant contributions from awjd .
 a complete understanding of how parasites influence marine ecosystem functioning requires characterizing a broad range of parasite - host interactions while determining the effects of parasitism in a variety of habitats . in deep - sea fishes , 
 the prevalence of parasitism remains poorly understood . 
 knowledge of ectoparasitism , in particular , is limited because collection methods often cause dislodgment of ectoparasites from their hosts . 
 high - definition video collected during 43 remotely operated vehicle surveys ( 20132014 ) provided the opportunity to examine ectoparasitism on fishes across habitats ( open slope , canyon , seamount , cold seep ) and depths ( 4944689  m ) off the northeastern u.s . , while providing high - resolution images and valuable observations of fish behavior . 
 only 9% ( n  =  125 individuals ) of all observed fishes ( 25 species ) were confirmed with ectoparasites , but higher percentages ( 33% ) were observed for some of the most abundant fish species ( e.g. , antimora rostrata ) . 
 ectoparasites included two copepod families ( lernaeopodidae , sphyriidae ) that infected four host species , two isopod families ( cymothoidae , aegidae ) that infected three host species , and one isopod family ( gnathiidae ) that infected 19 host species . 
 hyperparasitism was also observed . as host diversity declined with depth , ectoparasite diversity declined ; only gnathiids were observed at depths down to 3260  m. thus , gnathiids appear to be the most successful group to infect a diversity of fishes across a broad depth range in the deep sea . for three dominant fishes ( a.  rostrata , nezumia bairdii , synaphobranchus spp . ) 
 , the abundance and intensity of ectoparasitism peaked in different depths and habitats depending on the host species examined . 
 notably , gnathiid infections were most intense on a.  rostrata , particularly in submarine canyons , suggesting that these habitats may increase ectoparasite infections . 
 although ectoparasitism is often overlooked in deep - sea benthic communities , our results demonstrate that it occurs widely across a variety of habitats , depths , and locations and is a significant component of deep - sea biodiversity . 