Abstract
16
The honey bee colony (Apis mellifera) acts as a superorganism, with a dual immune system 17
that operates at the individual and social level. However, the linkages between immune 18
mechanisms across the two levels remain poorly understood, despite the relevance for 19
developing effective breeding strategies to improve honey bee disease resistance. Hygienic 20
behavior involving the removal of unhealthy brood is a key component of honey bee social 21
immunity and is highly effective at limiting parasites and pathogens in the colony. While 22
this form of hygienic behavior can reduce brood diseases, parasites infecting adult bees 23
primarily, such as Nosema ceranae, are not directly impacted by the behavior. However, 24
when using the Unhealthy Brood Odor (UBeeO) assay to quantify hygienic behavior 25
performance, hygienic colonies have been shown to maintain lower Nosema spp. loads over 26
time and overall compared to non-hygienic colonies. To investigate the mechanisms driving 27
reduced Nosema spp. in hygienic colonies, we conducted a series of field and lab 28
experiments to test the innate immune performance of individual bees. We evaluated 29
several factors across hygienic and non-hygienic bees including (1) differences in N. 30
ceranae infection levels, (2) survival probability, (3) Vitellogenin and Hymenoptaecin gene 31
expression, and (4) amount of N. ceranae inoculant consumed. We found that hygienic bees 32
consumed less of the inoculant, exhibited upregulated Vitellogenin gene expression at peak 33
N. ceranae infection, showed a positive relationship between Hymenoptaecin gene 34
expression and N. ceranae infection levels, and had greater survivability when infected 35
with N. ceranae, compared to non-hygienic bees. Here, we present new findings that link 36
colony hygienic behavior performance to individual-level resistance and tolerance 37
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mechanisms in response to N. ceranae, suggesting broader implications for the success of 38
selective breeding programs targeting hygienic traits. 39
40
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Introduction
41
Pests and pathogens are a primary threat to honey bees (Apis mellifera) impacting the 42
health of brood and adult bees and contributing to overall colony decline. In response to 43
intruders, the honey bee colony acts as a superorganism, with a dual immune system that 44
operates at the individual and social level [1–3]. Honey bees rely on their innate immune 45
system (e.g. physical barriers, cellular and humoral immunity) to defend against infection 46
as well as complex social behaviors that reduce the impacts of parasites and pathogens in 47
colonies. Understanding the linkages between immune function at the social and individual 48
level is essential for informing effective selective breeding strategies aimed at improving 49
honey bee disease resistance and colony survival. 50
51
Hygienic behavior refers to the enhanced ability of worker bees to respond to chemical 52
odorants emitted by diseased or dead brood (developing larvae and/or pupae) by uncapping 53
and removing pupae from the nest [4,5]. The form of hygienic behavior involving the 54
removal of unhealthy brood from the hive should be distinguished from other forms of 55
honey bee hygiene, such as known auto- and allo-grooming behaviors performed by adults 56
[1,6]. As a heritable genetic trait, hygienic behavior is among the most important social 57
behaviors for conferring colony-level resistance against brood diseases [7–9] and in recent 58
years has become a major focus in honey bee breeding programs. Previously developed 59
assays used to quantify hygienic behavior (e.g. pin prick, freeze-killed brood) are based in 60
necrophoric activity and have shown to confer reduced levels of Foulbrood, Chalkbrood, 61
and Varroa infestations [10–13]. As an improved method for quantifying hygienic 62
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behavior, the Unhealthy Brood Odor (UBeeO) assay challenges bees with synthetic 63
pheromones mimicking the natural odors emitted by live, parasitized brood. In addition to 64
predicting a low incidence of brood disease, the UBeeO assay has been shown to predict 65
lower spore loads of Nosema spp. over time and overall, in hygienic colonies compared to 66
non-hygienic colonies [14]. 67
68
Nosema ceranae is a common microsporidian endoparasite that infects the midgut 69
epithelial cells [15,16] of adult bees [17,18]. Nosema ceranae infection negatively impacts 70
honey bee health at the individual level—causing nutritional and energetic stress [19,20], 71
immunosuppression [21,22], altered behavior [23,24], reduced lifespan, and inhibition of 72
host cell apoptosis [25–27]—which can reduce colony fitness by lowering brood numbers 73
and honey production, and in severe cases, lead to colony death [15,28]. With limited 74
viable treatment options available to beekeepers, effective prevention and colony 75
management remain essential for controlling the pathogen [28]. Moreover, the risk of target 76
pests and pathogens building resistance to chemicals and rendering treatments ineffective— 77
as seen in global Varroa populations resistant to several well-known acaricides [29–31]— 78
further underscores the need for more sustainable interventions to control honey bee pests 79
and diseases. 80
81
Nosema ceranae is primarily an adult bee pathogen [32,33] that has only been found to 82
infect brood through manual inoculation in lab studies [34,35] or at extremely low 83
prevalences (1-3%) in natural hive settings [36,37]. While N. ceranae infection in 84
developing brood has not been thoroughly evaluated, many studies have reported an 85
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absence of N. ceranae infection in emerging adults [17,38,39], suggesting that brood does 86
not normally become infected in the hive. Since hygienic behavior acts on infected brood, it 87
has not been shown to directly inhibit Nosema spp. transmission, aside from reducing its 88
prevalence at the apiary level [14,40]. In a hygiene-based breeding program in Turkey [40], 89
researchers reported that average apiary-level hygienic behavior increased from 43% to 90
93% (n = 123), while Nosema spp. levels declined consistently from 61% to 19% in only 91
three years. Therefore, recent findings by Alger et al. [14] are not the first to demonstrate 92
an association between high hygienic behavior and low Nosema spp. incidence in a field 93
study. Nevertheless, it remains unclear how hygienic colonies maintain low Nosema spp. 94
loads and whether colony-level resistance arises from social immunity in the form of 95
pleiotropic effects on brood and adult bee hygiene, innate immune mechanisms, or a 96
combination of both. 97
98
Several co-occurring mechanisms at the individual and social level may contribute to 99
colony-level resistance to N. ceranae. At the social level, adults in hygienic colonies may 100
communicate their diseased state through stronger chemical signals, prompting detection 101
and removal by nestmates, similar to the process of removing brood [7,41]. Adults in 102
hygienic colonies may, in turn, be more sensitive to atypical odors and better able to detect, 103
isolate, and/or discard of N. ceranae-contaminated individuals and/or food sources in the 104
hive. To better understand the social dynamics of N. ceranae-infected bees in hygienic 105
colonies, it is necessary to first evaluate their innate performance against N. ceranae. 106
Previous studies have shown no genetic tradeoffs between hygienic behavior and innate 107
immunity [42]. In fact, hygiene-performing bees have been associated with modifications 108
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to the gut microbiome [43] and higher expression of antimicrobial peptides [44], which 109
may lead to more efficient immune responses against invading pathogens. Therefore, 110
individuals in hygienic colonies may exhibit stronger innate immunity and improved 111
performance under pathogen stress overall. Specifically, they might lessen the negative 112
health impacts of N. ceranae infection by upregulating immune-related genes in cellular or 113
humoral pathways, which could help limit pathogen invasion or tissue damage [12,42]. 114
115
Two major immune genes that are likely responsible for enhancing innate performance 116
against N. ceranae are Hymenoptaecin and Vitellogenin. Hymenoptaecin (Hym) is an 117
antimicrobial peptide activated by the humoral immune system (Imd pathway) that directly 118
resists pathogens by attacking their cell membranes [45]. Vitellogenin (Vg) is an egg yolk 119
precursor protein that can repair tissue damage [46,47] and perform immunological defense 120
functions against pathogens and reactive oxygen species [48,49]. Vitellogenin also 121
influences multiple physiological functions in honey bees including behavioral maturation 122
[50], social organization [51], longevity [52], and egg development [49]. Both Hym [22,53] 123
and Vg are commonly downregulated in honey bees infected with N. ceranae or other 124
parasites [54,55]; therefore, may play a central role in resisting N. ceranae infection in bees 125
from hygienic colonies. 126
127
In this study, we investigated innate immune mechanisms that may enhance individual 128
performance against N. ceranae infection and help explain the reduced N. ceranae loads 129
observed in hygienic colonies in previous field studies. We compared bees from hygienic 130
and non-hygienic colonies by evaluating (1) N. ceranae infection levels, (2) survival 131
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probability, (3) Vitellogenin and Hymenoptaecin gene expression, and (4) amount of N. 132
ceranae inoculant consumed. Our objective was to identify individual-level traits 133
associated with bees from hygienic colonies, which could suggest broad-spectrum disease 134
management potential in hygiene-based breeding scenarios. 135
Methods
136
Pupal evaluations 137
Pupal samples were collected from Nosema spp.–infected honey bee colonies in St. Albans, 138
Vermont and analyzed for spore presence to determine whether developing pupae 139
experience infection under natural hive conditions. Since hygienic behavior targets 140
unhealthy brood, it was important to determine whether pupae serve as a source of Nosema 141
spp. infection in our target honey bee population and whether removing infected brood 142
could help reduce pathogen loads in the colonies. Thirty pupae were collected in composite 143
samples from each of 28 colonies with detectable Nosema spp. loads in nurse bees ranging 144
from 5×10⁴ to 1.4×10⁶ spores per bee. Pink to purple-eyed pupae were extracted from their 145
wax cell with forceps and stored at -80ºC until processing [36]. 146
147
To conduct spore counts on pupae, composite pupal samples were rinsed in phosphate 148
buffered saline and pulverized in a plastic bag using a rolling pin. One mL of distilled water 149
per pupa was added and allowed to settle for 45 s. Ten µL was transferred from the stock 150
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solution onto two haemocytometer (Improved Neubauer) counting chambers. Spores were 151
counted under 40× magnification and converted to spores per pupae [56]. 152
Incubation and N. ceranae isolation 153
To compare hygienic and non-hygienic bees in our innate immune-response trials, we 154
obtained newly emerged adults from hygienic and non-hygienic colonies. Throughout the 155
text, we use the terms hygienic bees and non-hygienic bees to refer to individuals 156
originating from hygienic and non-hygienic colonies, respectively, rather than bees actively 157
performing hygienic behaviors. We constructed frame cages to house deep hive frames of 158
emerging brood for 1-3 days. The frame cages consisted of a wooden frame and lid with 159
8 mm mesh screened sides that provided adequate ventilation. Adult bees were transferred 160
to hoarding cages upon emergence (within ~6 hours) to avoid consumption of contaminated 161
food stores from their frames. We constructed hoarding cages to house adult workers for 162
12-14 days during N. ceranae spore inoculation and infection period. Each hoarding cage 163
consisted of a 473 mL plastic cup with ventilation holes encircling the upper and lower rim. 164
Feeders consisted of 5 mL plastic pipettes severed at the base of the bulb and secured in the 165
straw hole of the plastic cup lid. A small piece of wax foundation served as a ramp to the 166
feeder [56]. 167
168
Adult workers in hoarding cages were maintained in two separate incubators to segregate 169
N. ceranae-infected bees from non-infected control bees, both in complete darkness at 30°C 170
and approximately 60-70% RH. A thermometer/humidity gauge was used to monitor the 171
interior environmental conditions each day. Adult workers were fed a diet of 50% (v/v) 172
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sugar syrup that was administered via a pipette feeder. Fresh sugar syrup was replaced 173
every other day during the infection period [56]. 174
175
To obtain active N. ceranae spores for inoculation, we collected foragers [38] from live 176
colonies with existing Nosema spp. loads of 11-13 million spores per bee. Foragers were 177
collected in a package cage, fed 50% (v/v) sugar syrup, and placed in an incubator until 178
processed. Nosema ceranae spores were isolated from 100 forager bees by homogenizing 179
one bee per 0.5-1 mL of water. The solution was strained through 70 μm mesh, evaluated 180
for concentration using standard microscopy and hemocytometer (Improved Neubauer), 181
and diluted into 50% (v/v) sugar syrup to achieve spore concentrations of 104 spores per 182
0.04 mL (low dose) or 5 x 104 spores per 0.04 mL (high dose). Final inoculants were fed to 183
bees the same day. Control bees received pure 50% (v/v) sugar syrup. 184
Determining Nosema spp. inoculation method 185
To determine the most effective Nosema spp. inoculation strategy for our individual 186
immune-response trials, we conducted a pilot study examining how Nosema spp. load and 187
its variability are influenced by (1) individual versus group feeding and (2) the number of 188
bees per cage under group-feeding conditions. Newly emerged adult bees were randomly 189
assigned to one of the two feeding methods and, if assigned to group-feeding, cages of 30 190
or 10 bees. All bees were starved for 2-4 hours before administering the Nosema spp. 191
inoculant. The Nosema spp. inoculant was administered to group-fed bees via ~3 mL of 192
sugar syrup containing 5 x 104 spores per 0.04 mL, ad libitum, for 24 hours [57]. We used a 193
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pipette to administer 5 µL of sugar syrup containing 5 x 104 spores to individually-fed bees, 194
then returned the bees to their hoarding cages after 30 minutes (10 bees per cage) [33]. All 195
bees were expected to consume 5 x 104 spores by the end of the inoculation period. Bees 196
were maintained in their hoarding cages for a 10-day infection period, at which time, bees 197
were extracted from their cages and stored individually at -20ºC until processed. 198
199
To conduct spore counts on adult bees using standard microscopy, the abdomens of 200
individual bees were dissected, rinsed in phosphate buffered saline, and pulverized using a 201
1.5mL pestle for 90 s. One mL of distilled water was added and allowed to settle for 45 s. 202
Ten µL was transferred from the stock solution onto two haemocytometer (Improved 203
Neubauer) counting chambers. Spores were counted under 40× magnification and 204
converted to spores per bee [56]. 205
Unhealthy Brood Odor (UBeeO) assays 206
To identify hygienic and non-hygienic colonies from which to source newly emerged adults 207
for our innate immune-response trials, we tested 30 honey bee colonies located in Northern 208
Vermont, which were part of an existing three-year program designed to select for hygienic 209
behavior. Queens were reared and overwintered in Vermont and tested prior to the 210
experiment in early June. The queens were primarily Carniolan (Apis mellifera carnica) 211
and were not sourced from a designated “hygienic” line. No official permits were required 212
to conduct hygienic behavior testing or pathogen sampling on live colonies, other than 213
permission from Michael Palmer of French Hill Apiaries and Bianca Braman of Vermont 214
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Bees LLC for apiary access. As per the manufacturer’s instructions, 0.5 ml of UBeeO was 215
applied to a small circular region of capped, non-emerging honey bee brood cells, and 216
hygienic response was quantified after two hours. Assay scores were calculated as the 217
percentage of the capped cells at T0 that were manipulated (any uncapping including 218
piercing) at T2. Colonies that tested over 60% were considered hygienic [58]. 219
Innate immune-response trials 220
To evaluate differences in innate immune response, behavior, and mortality between 221
hygienic and non-hygienic bees infected with N. ceranae, we selected four hygienic 222
colonies (scoring >60% on UBeeO assay) and four non-hygienic colonies (scoring <60% 223
on UBeeO assay) from which to source newly emerged adults. Ten newly emerged adults 224
per colony were collected from frame cages and tested for Nosema spp. using standard 225
microscopy (methods above) to ensure an absence of infection at the start of the 226
experiment. Replicate hoarding cages (30 bees per cage) from each colony were randomly 227
assigned a high dose (5 x 104 spores per 0.04 mL), low dose (104 spores per 0.04 mL), or 228
control (sugar only) inoculant, consumed ad libitum, for 24 hours [57]. To determine the 229
amount of sugar syrup inoculant consumed, feeders were weighed before and after they 230
were administered to each hoarding cage. Mortality was recorded for each cage, and four 231
adults were extracted every two days post-inoculation for 10-14 days to assess innate 232
immune response. Samples were stored at -80º C until processed [53]. 233
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Nosema ceranae, Vitellogenin, and Hymenoptaecin quantification 234
To quantify active N. ceranae infection, and Vitellogenin and Hympenoptaecin gene 235
expression in bees from our innate immune-response trials, relative qPCR analyses were 236
conducted. RNA was extracted from frozen bees using Trizol (Sigma Aldrich) following 237
manufacturers' instructions and resuspended in 50 ul molecular-grade water. RNA quantity 238
and quality was assessed with a Nanodrop800 spectrophotometer. DNase treatment with 239
amplification-grade DNAseI (Thermofisher) and cDNA synthesis was performed using 240
Invitrogen SuperScript II Reverse Transcriptase (Thermofisher) with dT and random 241
priming. One μl cDNA was amplified by qPCR using SsoAdvanced Universal SYBR 242
Green Supermix (Biorad) in a 20 ul reaction as per manufacturer’s protocol. Cycling 243
parameters were the same for all targets: 95ºC for 3 min, 50 cycles of: 95ºC for 5 sec, 60ºC 244
for 30 sec, followed by a melt curve to assess product specificity. Primers for all targets are 245
listed in S1 and S2 Tables. 246
Data Analysis 247
Data analysis was conducted in R (version 4.5.2). All mixed models were fit using the 248
LME4 package (v1.1.37;[59]). The significance of main effects and interaction terms was 249
assessed using Type II Wald chi-square tests conducted using the Anova function from the 250
CAR package (v3.1.3; [60]). We used alpha = 0.05 as the threshold of significance. All 251
outliers were retained in our datasets. Non-normality and zero-inflated data were handled 252
using log transformations or modeling with the appropriate distributions. 253
254
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Colony hygienic status was determined by converting our continuous variable of UBeeO 255
score (0.00-100%) to a binary variable where colonies were considered ‘hygienic’ if 256
UBeeO score >= 60% and ‘non-hygienic’ if UBeeO score < 60%. Prevalence was 257
calculated from presence–absence data as the proportion of bees testing positive for N. 258
ceranae or Nosema spp., by dividing the number of infected individuals by the total sample 259
size within each experimental group. Differences in prevalence among groups were 260
evaluated using a chi-square test. The terms “load” or “average load” refer to the quantity 261
of N. ceranae spores per bee. The term “levels” refers to relative quantification using ΔΔCt 262
and does not imply an absolute unit of measurement. 263
264
Relative N. ceranae infection levels and Vg/Hym gene expression were quantified using 265
the ΔΔCt method [61]. Ct values for the target genes and N. ceranae were normalized to 266
our reference housekeeping gene (Actin) to obtain ΔCt values, then compared to the mean 267
ΔCt of the control group to calculate ΔΔCt (1). Relative N. ceranae infection, Vg, and Hym 268
expression levels were log-transformed to address non-normal distributions while 269
preserving true zeros. 270
∆Ct = Ct (𝑡𝑎𝑟𝑔𝑒𝑡 𝑔𝑒𝑛𝑒) − Ct (ℎ𝑜𝑢𝑠𝑒𝑘𝑒𝑒𝑝𝑖𝑛𝑔 𝑔𝑒𝑛𝑒) 271
∆∆Ct = ∆Ct (𝑠𝑎𝑚𝑝𝑙𝑒) − ∆Ct (𝑐𝑜𝑛𝑡𝑟𝑜𝑙 𝑎𝑣𝑒𝑟𝑎𝑔𝑒) 272
(1) 273
Inoculant Consumption 274
To examine the main effect of colony hygienic status, N. ceranae dose, and their interaction 275
effect on the amount of sugar syrup inoculant consumed by bees, colony hygienic status, N. 276
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ceranae dose (control (0 spores), low dose (104 spores per 0.04 mL), high dose (5 x 104 277
spores per 0.04 mL)), and an interaction term were included as predictor variables in a 278
linear model. An ANOVA Type II test was performed to compute significance of terms in 279
the linear model. Estimated marginal means (EMMs) were calculated for combinations of 280
colony hygienic status and N. ceranae dose using the EMMEANS package (v1.11.2.8) and 281
pairwise comparisons of colony hygienic status were performed within each N. ceranae 282
dose. To account for the small sample size of hoarding cages in the study, non-parametric 283
Kruskal-Wallis tests were performed to further compute overall significance of colony 284
hygienic status and N. ceranae dose as main effects. 285
286
Nosema ceranae Levels 287
To test whether relative N. ceranae infection levels were influenced by colony hygienic 288
status, N. ceranae dose, sampling day, and all possible two-way interactions, we 289
constructed a linear mixed effects model. To account for repeated measures and potential 290
non-independence among individuals reared in the same hoarding cage, cage identity was 291
included as a random effect. Estimated marginal means (EMMs) were calculated for 292
combinations of colony hygienic status, N. ceranae dose, and sampling day using the 293
EMMEANS package (v1.11.2.8). Pairwise comparisons among treatment groups were 294
performed using the Tukey method in the MULTCOMP package. 295
296
Immune Gene Expression 297
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To assess whether relative Vitellogenin (Vg) or Hymenoptaecin (Hym) gene expression 298
were influenced by main effects of colony hygienic status and N. ceranae, four additional 299
linear mixed effects models were constructed (two models per target gene). For each target 300
gene, one model included N. ceranae dose, colony hygienic status, sampling day, and all 301
possible two-way interaction terms as predictors. Another linear mixed effects model 302
included N. ceranae infection levels and colony hygienic status as main effects with an 303
interaction term, and included sampling day as an additive main effect. Cage identity was 304
included as a random effect in all models. Estimated marginal means (EMMs) were 305
calculated for combinations of predictor variables, while estimated marginal trends were 306
used to compute the regression slopes between groups, using the EMMEANS package. 307
Pairwise comparisons among treatment groups were performed using the Tukey method in 308
the MULTCOMP package. 309
310
Survival Probability 311
To calculate probability of survival, we performed a Kaplan–Meier survival analysis using 312
the SURVIVAL package (v3.8.3). Kaplan–Meier curves were generated to visualize 313
survival probabilities over time for each factor independently. Statistical differences 314
between survival curves were tested using log-rank tests. To evaluate the relative risk of 315
mortality, we fitted a Cox proportional hazards model with colony hygienic status and N. 316
ceranae dose as fixed effects, as well as two Cox proportional hazards models with each 317
predictor variable as an independent fixed effect. Survival time in days was used as the 318
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response, with individuals surviving the 14-day observation period treated as right-319
censored. 320
Results
321
No N. ceranae spores found in pupae 322
Pupal samples were collected from 28 honey bee colonies with confirmed Nosema spp. 323
infections in nurse bees ranging in average spore load from 5×10⁴ to 1.4×10⁶ spores per 324
bee. None of the pupal samples collected were found to contain N. ceranae spores. These 325
Results
indicate that the removal of brood through hygienic behavior would have no direct 326
effect on N. ceranae load of the colonies in our target population, since N. ceranae 327
infection is likely only present in the adult bee castes. 328
Group-fed bees experienced higher N. ceranae loads 329
At 10 days post-inoculation, N. ceranae prevalence did not differ between group-fed bees 330
(59.3%) and individually-fed bees (43.5%) (p = 0.24), nor between group-fed bees with 10 331
bees (69.6%) or 30 bees (57%) per cage (p = 0.38). Of the infected bees, group-feeding 332
resulted in significantly higher average N. ceranae loads (p < 0.001), but also greater 333
variance (p = 0.021) compared to individual-feeding, which can be found in S3 Fig. The 334
number of bees per hoarding cage (10 or 30 bees) had no significant effect on N. ceranae 335
loads (p = 0.89). Infected group-fed bees experienced an average N. ceranae load of 4.28 × 336
10⁶ ± 2.13 × 10¹³ spores per bee, whereas individually-fed bees experienced an average load 337
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of 8.05 × 10⁵ ± 2.61 × 10¹² spores per bee. For subsequent experiments, we selected the 338
group-feeding method with 30 bees per cage to achieve the highest infection levels and 339
obtain a large sample size, despite the higher observed variation in N. ceranae loads. We 340
determined that the group-feeding approach better reflected natural N. ceranae transmission 341
dynamics in the hive, which are largely driven by a few highly infected individuals [62]. 342
Immune function and performance differ between hygienic and 343
non-hygienic bees 344
In N. ceranae-inoculated bees, N. ceranae infection levels increased over time, 345
demonstrating successful inoculation methods and effective contraction of the pathogen (p 346
< 0.001) (Fig 1). At day 12 post-inoculation, we found a N. ceranae prevalence of 50% in 347
bees that received the low N. ceranae dose and 81.5% in bees that received the high N. 348
ceranae dose. All N. ceranae-inoculated bees experienced significantly higher infection 349
levels than control bees (p < 0.001), but there was only a marginal difference between the 350
low (104 spores per bee) and high N. ceranae (5 x 104 spores per bee) dose groups (p = 351
0.052) (Fig 2). We attribute the low levels of N. ceranae observed in 17.2% of control bees 352
at day 12 post-inoculation to newly emerged adults ingesting spores on their original 353
frames before being transferred to hoarding cages for the experiment. 354
355
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356
Fig 1. Effect of colony hygienic status and N. ceranae dose on relative N. ceranae 357
infection levels in bees over time. 358
There was a significant effect of sampling day (χ²₁ = 42.87, p < 0.001) and N. ceranae dose 359
(χ²₂ = 79.11, p < 0.001) on relative N. ceranae infection levels (ΔΔCt, log-transformed), 360
with a significant interaction effect of sampling day and N. ceranae dose (χ²₂ = 15.56, p < 361
0.001). There was no effect of colony hygienic status (χ²₁ = 1.22, p = 0.27). Purple 362
points/lines represent hygienic bees; green points/lines represent non-hygienic bees. Panels 363
correspond to N. ceranae doses (High = 5 × 10⁴ spores/bee; Low = 1 × 10⁴ spores/bee; 364
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Control = 0 spores/bee). Sample sizes are denoted at each time point as n = hygienic bees / 365
non-hygienic bees. 366
367
368
Fig 2 Effect of N. ceranae dose on relative N. ceranae infection levels in hygienic and 369
non-hygienic bees. 370
There was a significant main effect of N. ceranae dose on relative infection levels (χ²₂ = 371
79.11, p < 0.001), but no significant effect of colony hygienic status (χ²₁ = 1.22, p = 0.27) 372
or an interaction effect between colony hygienic status and N. ceranae dose (χ²₂ = 0.062, p 373
= 0.938). Purple boxes represent hygienic bees; green boxes represent non-hygienic bees. 374
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Panels correspond to N. ceranae doses (High = 5 × 10⁴ spores/bee; Low = 10⁴ spores/bee; 375
Control = 0 spores/bee). Infection levels are shown as relative N. ceranae score (ΔΔCt, log-376
transformed). Sample sizes are denoted above each box and varied based on bee mortality. 377
Significance between pairs is denoted as ‘.’ < 0.1, ‘*’ < 0.05, ‘**’ < 0.01, ‘***’ < 0.001. 378
379
Hygienic and non-hygienic bees did not differ significantly by N. ceranae prevalence 380
(p = 1) nor in increasing N. ceranae infection levels observed over time (p =0.938). 381
However, we found that hygienic bees in hoarding cages consumed significantly less sugar 382
syrup inoculant in the 24hr inoculation period overall, compared to non-hygienic bees (p < 383
0.001). There was no significant effect of N. ceranae dose (p = 0.129) nor an interaction 384
effect between colony hygienic status and N. ceranae dose (p = 0.101). Broken out by N. 385
ceranae dose in a pairwise comparison of our linear model, we found a biologically 386
relevant trend that hygienic bees consumed less of the highest N. ceranae dose (5 x 104 387
spores per bee) compared to non-hygienic bees (p = 0.055), but otherwise no significant 388
differences were found between the volume of sugar syrup consumed by hygienic and non-389
hygienic bees among the control (0 spores per bee, p = 0.595) and low N. ceranae dose 390
groups (1 × 10⁴ spores/bee, p = 0.449) (Fig 3). 391
392
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393
Fig 3. Effect of colony hygienic status and N. ceranae dose on the volume of sugar 394
syrup inoculant consumed by bees in hoarding cages. 395
There was a significant main effect of colony hygienic status on the volume of inoculant 396
consumed by bees in hoarding cages (Kruskal-Wallis test, χ² = 4.3104, df = 1, p = 0.038), 397
but no effect of N. ceranae dose (χ² = 4.0909, df = 2, p = 0.129) nor interaction between 398
colony hygienic status and N. ceranae dose (χ² = 9.228, df = 5, p = 0.101). There was a 399
marginal difference in the volume of inoculant consumed between hygienic and non-400
hygienic bees in the high N. ceranae dose group (p = 0.055). Purple boxes represent 401
hygienic bees; green boxes represent non-hygienic bees. Panels correspond to N. ceranae 402
doses (High = 5 × 10⁴ spores/bee; Low = 1 × 10⁴ spores/bee; Control = 0 spores/bee). 403
Inoculant consumption is shown in milliliters (mL). Sample sizes are denoted above each 404
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box and varied based on bee mortality. Significance between pairs is denoted as ‘.’ < 0.1, 405
‘*’ < 0.05, ‘**’ < 0.01, ‘***’ < 0.001. 406
407
Vitellogenin expression levels significantly differed by colony hygienic status (p = 0.006) 408
and sampling day (p < 0.001) (Fig 4). At peak N. ceranae infection (day 12 post-409
inoculation), hygienic bees showed upregulated Vitellogenin (Vg) expression while non-410
hygienic bees showed downregulated expression in all groups, including the low N. 411
ceranae dose (p < 0.001), high N. ceranae dose (p = 0.005), and control (p < 0.001) bees. 412
Additionally, we found a marginal difference in Vg expression on day 4 post-inoculation 413
between hygienic and non-hygienic bees that received the highest dose of N. ceranae (5 x 414
104 spores per bee) (p = 0.056). Conversely, we found that Hymenoptaecin levels did not 415
differ significantly by colony hygienic status, N. ceranae dose, sampling day, nor their 416
interactions, which can be found in S4 Figure. 417
418
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419
Fig 4. Effect of colony hygienic status on Vitellogenin (Vg) gene expression across time 420
and N. ceranae doses. 421
There were significant main effects of colony hygienic status (χ²₁ = 7.62, p = 0.006) and 422
sampling day (χ²₄ = 22.78, p < 0.001), as well as a significant interaction between colony 423
hygienic status and day (χ²₄ = 19.79, p < 0.001) on Vitellogenin expression levels. 424
Vitellogenin expression levels are shown as the relative Vg score (ΔΔCt, log₁₀-transformed). 425
Purple bars indicate hygienic bees; green lines indicate non-hygienic bees. Panels 426
correspond to sampling days post-inoculation. Error bars represent standard errors of the 427
mean. Sample sizes are denoted above each bar pair as n = hygienic bees/non-hygienic 428
bees. Significance between pairs is denoted as ‘.’ < 0.1, ‘*’ < 0.05, ‘**’ < 0.01, 429
‘***’ < 0.001. 430
431
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As a more accurate measure of bees’ immune response against N. ceranae, we correlated 432
Vitellogenin (Vg)/Hymenoptaecin (Hym) expression levels with actual N. ceranae 433
infection. We found that N. ceranae infection levels (p = 0.028) and colony hygienic status 434
(p = 0.012) had a significant main effect on Vg expression levels, but no significant 435
interaction effect (p = 0.242). In all bees, Vg expression levels downregulated in response 436
to increasing N. ceranae infection levels; however, hygienic bees showed less of a negative 437
relationship, where Vg expression was relatively unaffected by increasing N. ceranae 438
infection levels (Fig 5). Evaluating Hymenoptaecin expression in response to N. ceranae 439
infection, we found a significant interaction effect between N. ceranae infection levels and 440
colony hygienic status (p = 0.016), where hygienic bees showed lower Hym expression 441
with mild infection followed by upregulation in response to increasing N. ceranae infection 442
levels. In contrast, non-hygienic bees showed consistent downregulation in Hym expression 443
in response to N. ceranae infection levels (Fig 6). 444
445
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446
Fig 5. Effect of N. ceranae infection levels on Vitellogenin (Vg) gene expression by 447
colony hygienic status. 448
Vg gene expression levels (ΔΔCt, log-transformed) were impacted significantly by main 449
effects of colony hygienic status (χ²₁ = 6.27, p = 0.012), N. ceranae infection levels (χ²₁ = 450
4.81, p = 0.028), and sampling day (χ²₄ = 14.27, p = 0.006). There was no significant 451
interaction effect between colony hygienic status and N. ceranae infection levels (χ²₁ = 452
1.37, p = 0.242). Purple points/lines represent hygienic bees; green points/lines represent 453
non-hygienic bees. Sample sizes are denoted as n = hygienic bees / non-hygienic bees. 454
455
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456
Fig 6. Effect of N. ceranae infection levels on Hymenoptaecin (Hym) gene expression 457
by colony hygienic status. 458
Hym gene expression levels (ΔΔCt, log₁₀-transformed) were impacted by an interaction 459
effect of colony hygienic status and N. ceranae infection levels (χ²₁ = 5.805, p = 0.016). No 460
main effects of N. ceranae infection levels (χ²₁ = 0.05, p = 0.831) or colony hygienic status 461
(χ²₁ = 0.00, p = 0.997) on Hym expression levels were detected. Purple points/lines 462
represent hygienic bees; green points/lines represent non-hygienic bees. Sample sizes are 463
denoted as n = hygienic bees / non-hygienic bees. 464
465
Hygienic and non-hygienic bees differed significantly in their probability of survival during 466
the experimental trials (p = 0.02). Among the N. ceranae-inoculated groups, hygienic bees 467
had significantly better survival odds than non-hygienic bees starting 8 days post-468
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inoculation (p = 0.004), where non-hygienic bees had a 53% higher risk of death when 469
infected (Fig 7). Bees in the control group did not differ in survival probability based on 470
colony hygienic status (p = 0.50). Among all bees, N. ceranae inoculation significantly 471
affected the probability of bee survival (p < 0.001) starting four days post-inoculation. 472
Nosema ceranae-inoculated bees had a 135-138% higher risk of death compared to control 473
bees, but the high and low N. ceranae dose groups did not differ significantly in survival 474
probability (p = 0.93) (Fig 8). 475
476
477
Fig 7. Survival probability of bees by colony hygienic status and treatment group over 478
time. 479
Among N. ceranae-inoculated groups, hygienic bees had significantly better survival odds 480
than non-hygienic bees (χ² = 8.3, df = 1, p = 0.004; HR = 1.53, 95% CI: 1.15–2.04). Among 481
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control bees, there was no significant difference by colony hygienic status (χ² = 0.4, df = 1, 482
p = 0.50; HR = 0.83, 95% CI: 0.46–1.50). Purple lines indicate hygienic bees; green lines 483
indicate non-hygienic bees. Dashed lines represent control bees; solid lines represent N. 484
ceranae-inoculated bees. Sample sizes are denoted beside each line. 485
486
487
Fig 8. Effect of N. ceranae dose on survival probability over time. 488
There was a significant effect of N. ceranae dose on survival probability (χ²₂ = 28.3, df = 2, 489
p = 7 × 10⁻⁷), where N. ceranae exposure significantly increased the hazard of death 490
compared to control bees. Bees that received the low and high dose N. ceranae inoculant 491
did not differ significantly in survival probability (p = 0.93). Red line indicates high N. 492
ceranae dose (5 × 10⁴ spores/bee), orange line indicates low N. ceranae dose (10⁴ 493
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spores/bee), and blue line indicates control group (0 spores/bee). Sample sizes are n = 240 494
for each group. 495
Discussion
496
Our results suggest that individual bees originating from hygienic (high UBeeO) colonies 497
express innate defense mechanisms against Nosema ceranae. Despite hygienic bees 498
showing similar levels of N. ceranae infection to non-hygienic bees in this cage study, we 499
find that individual bees in hygienic colonies may actively mitigate N. ceranae infection by 500
1) limiting the amount of inoculant consumed, 2) upregulating Vitellogenin expression 501
during peak infection, 3) upregulating Hymenoptaecin expression in response to increasing 502
infection, and 4) experiencing greater survivability. Hygienic bees may also modulate 503
investment in innate immunity in response to infection severity while limiting the health 504
impacts of N. ceranae by maintaining Vg and Hym expression as infection increases. It is 505
important to note that, due to our study design, bees were limited in their ability to remove 506
unhealthy individuals from their cages—a key behavior that likely contributes to reducing 507
N. ceranae loads in hygienic colonies under natural hive conditions. As a result, our 508
measurements of individual N. ceranae levels may not fully reflect differences between 509
hygienic and non-hygienic colonies in the field since social immunity is known to play a 510
significant role in host-pathogen dynamics. 511
512
We found no evidence of N. ceranae spores in developing pupae of N. ceranae-infected 513
colonies, suggesting that brood does not likely experience N. ceranae infection under 514
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natural hive settings in our target population. Therefore, we believe that hygienic behavior 515
would have no direct effect on the level of N. ceranae infection in the colony, since the 516
behavior acts solely on infected brood. Previous studies have shown that larvae can be 517
manually inoculated with N. ceranae and will develop N. ceranae-induced physiological 518
and metabolic impairments as adults [34,35]; however, pupae have only been shown to 519
experience rare infection under natural hive conditions [36,37]. Overall, Nosema ceranae 520
infections in brood have not been thoroughly investigated, and the extent of their 521
prevalence—and how it may vary geographically—remains unclear. Our findings are 522
consistent with previous studies showing an absence of N. ceranae infection in newly 523
emerged adults [17,53] and little direct impact of hygienic behavior on N. ceranae, besides 524
an observed overall reduction at the apiary level over time [14,40]. 525
526
Compared to non-hygienic bees, hygienic bees consumed less sugar syrup inoculant 527
overall. We found a biologically relevant trend that hygienic bees consumed less of the 528
high dose N. ceranae inoculant, compared to the low N. ceranae dose or control group. It 529
remains unclear whether hygienic colonies may be able to detect and avoid N. ceranae-530
contaminated food sources within the hive. N. ceranae transmission most often occurs 531
through the oral-fecal route, by consuming contaminated food stores [63,64], cleaning bee 532
excrement from the frames, or through engagement in trophallaxis with infected nestmates 533
[65]. The recognition and avoidance of N. ceranae spores on hive materials could have a 534
significant impact on reducing N. ceranae transmission in the colony. Our findings point to 535
a potentially heightened sensitivity of hygienic bees to atypical odors at high 536
concentrations, such as those associated with N. ceranae or other pathogens. Future studies 537
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should investigate whether hygienic bees avoid N. ceranae–contaminated hive materials in 538
cage-choice experiments and how they respond to pathogen-related odors in olfactometer 539
assays. Observational studies should also assess whether hygienic bees exhibit additional 540
in-hive behaviors, such as the “entombment” of contaminated food stores [66] increased 541
attentiveness to infected adults, or higher rates of auto- and allo-grooming [1,6]. 542
543
Overall, N. ceranae infection substantially increased the risk of bee mortality, supporting 544
existing evidence of its negative impact to bee health [19–22,25,27]. However, hygienic 545
bees seem to be more tolerant to N. ceranae compared to non-hygienic bees. Despite 546
exhibiting similar N. ceranae infection levels in our cage study, hygienic bees survived 547
significantly longer than non-hygienic bees when infected with N. ceranae. Tolerance is 548
defined by an organism’s ability to minimize the damage caused by a pathogen, rather that 549
reducing or eliminating the pathogen itself. Our findings are consistent with the enhanced 550
survival observed in infected drones of a known N. ceranae-tolerant honey bee strain in 551
Denmark [26,67]. When infected with N. ceranae, tolerant drones showed normal rates of 552
apoptosis in the midgut epithelium, maintaining normal cell function and the ability to rid 553
damaged tissue. Limiting N. ceranae’s ability to inhibit apoptosis– a key mechanism in the 554
pathogenesis of N. ceranae infections– may therefore contribute to the enhanced 555
survivability observed in hygienic bees. If an altered apoptotic response to N. ceranae 556
infection in hygienic bees could facilitate defecation of infected cells outside of the hive, it 557
may also play a role in limiting transmission of the pathogen between nestmates and 558
explain the reduced loads observed at the colony level [3]. However, further evaluations to 559
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compare the apoptosis rates between hygienic and non-hygienic bees with N. ceranae 560
infections are needed to support these hypotheses. 561
562
Improved survivability in hygienic bees may also be explained by an enhanced buffering 563
capacity that reduces the energetic stress caused by N. ceranae [19,20], as demonstrated in 564
N. ceranae-tolerant drones in Denmark [3]. Although we did not measure sugar syrup 565
consumption throughout the 12-day infection period, the reduced overall intake of inoculant 566
during the inoculation period may indicate a lower carbohydrate demand in hygienic bees. 567
Future studies should evaluate hemolymph trehalose levels in Nosema-infected hygienic 568
bees to better understand if their energy availability is preserved over time [68], which may 569
contribute to their improved survival and performance in the colony. Nevertheless, the 570
prolonged survival of N. ceranae-infected individuals in hygienic colonies may help to 571
alleviate colony-level impacts of N. ceranae (e.g. reduction in population, decreased honey 572
production [15]) by retaining the workforce over time. Conversely, surviving beyond seven 573
days old, when precocious foraging caused by N. ceranae infection is likely to occur [24], 574
may be an adaptation of hygienic colonies to lower pathogen transmission in the hive by 575
favoring the reduced homing ability of infected adults [23,69]. 576
577
We evaluated Vitellogenin and Hymenoptaecin gene expression to assess the innate 578
immune function of hygienic bees with N. ceranae infection. Hygienic bees exhibited 579
significantly upregulated Vitellogenin (Vg) gene expression at peak N. ceranae infection 580
(day 12 post-inoculation). Notably, the level of upregulation was independent of N. ceranae 581
dose, indicating that hygienic bees exhibit upregulated Vg expression at this time point 582
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even in the absence of pathogen exposure. Non-hygienic bees showed downregulated Vg 583
expression as N. ceranae levels increased compared to hygienic bees, which maintained 584
relatively constant Vg expression, suggesting that non-hygienic bees may have a more 585
compromised or altered physiological response under infection compared to hygienic bees. 586
The pronounced increase in Vg expression observed at day 12 in hygienic bees has not 587
been reported in previous studies. In a healthy colony, Vg levels typically peak in nurse 588
bees around four days old and decline as workers transition from in-hive tasks to foraging 589
duties [70,71]. While N. ceranae infection can cause elevated Vg levels in younger bees, 590
the late spike observed in hygienic bees is unusual and suggests potential functional 591
implications that warrant further investigation. 592
593
The overexpression of Vg at day 12 post-inoculation (≈15 days old) could reflect changes 594
in normal behavioral maturation [50] and social organization [51] in hygienic colonies. 595
However, overexpression could also enhance immunological defenses and resilience 596
against pathogens. Vitellogenin has been shown to bind to pathogens, suppress microbial 597
growth, and contribute to tissue repair from oxidative stress [48]. At 15 days old, workers 598
typically transition to undertaker roles [72], or in hygienic colonies, perform hygienic 599
behaviors to remove dead or parasitized individuals [73]. Concurrent Vg upregulation may 600
protect these bees while performing risky duties. High levels of Vg are linked to the 601
prolonged lifespan of queen bees and stress resilient diutinus bees [52], suggesting that 602
upregulated Vg may underlie the enhanced survivability observed in hygienic bees. Further, 603
the potential for Vg to perform trans-generational immune priming functions [49,74] could 604
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have important implications for the heritability of N. ceranae tolerance in hygienic 605
colonies. 606
607
While hygienic bees do not show clear differences in Hymenoptaecin expression when 608
compared to non-hygienic bees over time, there is a significant relationship between Hym 609
expression levels and N. ceranae infection severity. Hygienic bees exhibited lower Hym 610
expression at low infection intensities compared to non-hygienic bees and a stronger 611
upregulation of Hym expression in response to increasing N. ceranae infection levels. Our 612
findings suggest that hygienic bees may reduce investment in innate immunity under low 613
pathogen stress, but are better able to combat N. ceranae as infection increases. In contrast, 614
non-hygienic bees show a stronger immune response under low pathogen stress but weaken 615
in Hym expression as N. ceranae infection increases. The relationship between Hym 616
expression and N. ceranae infection in non-hygienic bees reflects previous studies showing 617
the pathogen’s immunosuppressing capabilities in infected bees [22,53]. While we do not 618
find higher Hymenoptaecin expression in hygienic bees overall, our findings are 619
comparable with previous work showing elevated Toll pathway–mediated immune gene 620
expression in N. ceranae–tolerant drones [67] and higher Hym expression in workers from 621
hygienic colonies [12]. Furthermore, the reduced initial investment in Hym expression in 622
hygienic bees may result in more energy availability and explain their reduced demand for 623
sugar syrup inoculant during the inoculation period. Future studies should examine 624
additional Toll pathway–mediated antimicrobial peptides to fully characterize innate 625
immunity in hygienic bees and its role in controlling N. ceranae. 626
627
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Our study highlights that colony-level resistance to N. ceranae may emerge from the 628
cumulative effects of individual-level mechanisms. Disease resistance that confers reduced 629
levels of pest and pathogen infestation at the colony level has been a major focus in recent 630
honey bee breeding efforts [75–77]. However, selective breeding programs may also 631
consider targeting individual-level tolerance mechanisms, such as maintained apoptosis 632
rates and/or improved energetic buffering capacity under infection, that avoid antagonistic 633
host–parasite coevolution [78] and could promote colony-level resistance to pathogens 634
while circumventing the pitfalls of pure tolerance-based selection [79]. For example, 635
individual tolerance to Deformed Wing Virus is thought to contribute to the winter survival 636
of Varroa-resistant colonies [80]. In general, tolerance mechanisms are not usually 637
pathogen-specific and could offer protection against a broad range of pathogens in honey 638
bee colonies [77]. 639
640
Overall, our findings suggest that hygienic behavior in honey bee colonies, quantified by 641
the UBeeO assay, may be linked to individual-level defenses that function concurrently to 642
maintain low levels of N. ceranae at the colony level. These investigations advance our 643
understanding of how hygienic behavior performance can predict pathogen loads and have 644
important implications for selective breeding strategies, N. ceranae prevention, and disease 645
management. Further research is needed to explore potential social immune mechanisms 646
that combat N. ceranae and how nestmates interact with infected individuals in hygienic 647
colonies. While previous studies have shown that nestmates can exhibit behaviors ranging 648
from avoidance to aggression towards Nosema-infected individuals [81], it remains unclear 649
how these interactions differ in hygienic colonies and how social behaviors might 650
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complement the individual-level traits of hygienic bees revealed in this study. Here, we 651
offer a valuable perspective on the abilities of individual workers to regulate N. ceranae 652
infection in hygienic colonies and contribute to ongoing efforts to improve honey bee 653
health. 654
Acknowledgments 655
We thank the USDA Beltsville technicians, Allison Shaulis and Kyle Grubbs, for their 656
assistance with laboratory work. We are especially grateful to Michael Palmer of French 657
Hill Apiaries and Bianca Braman of Vermont Bees LLC for providing access to their 658
apiaries and extensive support throughout the project. 659
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921
922
S2 Table. Primers used to determine relative quantification of Hymenoptaecin and 923
Vitellogenin expression [1]. 924
925
(which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for this preprintthis version posted February 4, 2026. ; https://doi.org/10.64898/2026.02.02.693565doi: bioRxiv preprint
926
S3 Fig. Effect of inoculation strategy on Nosema spp. loads in worker bees. 927
Nosema spp. loads (spores per bee) differed significantly between group-fed and 928
individually fed bees (Welch’s t-test: t₃₅.₀₅ = 4.67, p < 0.001), with greater loads and 929
variance among group-fed bees (Levene’s test: F₁,₈₁ = 5.52, p = 0.021). Purple boxes 930
indicate group-fed bees, and yellow boxes indicate individually-fed bees. Sample sizes are 931
denoted above each box. 932
933
(which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for this preprintthis version posted February 4, 2026. ; https://doi.org/10.64898/2026.02.02.693565doi: bioRxiv preprint
934
S4 Fig. Effect of colony hygienic status on Hymenoptaecin (Hym) gene expression 935
across time and N. ceranae doses. 936
No significant main effects of colony hygienic status (χ²₁ = 0.012, p = 0.913), sampling day 937
(χ²₄ = 3.33, p = 0.504), N. ceranae dose (χ²₂ = 3.23, p = 0.199), nor interaction effects 938
between the predictor variables were detected. Hymenoptaecin expression levels are shown 939
as the relative Hym score (ΔΔCt, log₁₀-transformed). Purple bars represent hygienic bees; 940
green bars represent non-hygienic bees. Error bars represent standard errors of the mean. 941
Sample sizes are denoted above each bar pair as n = hygienic bees/non-hygienic bees. 942
Significance between pairs is denoted as ‘.’ < 0.1, ‘*’ < 0.05, ‘**’ < 0.01, ‘***’ < 0.001. 943
(which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
The copyright holder for this preprintthis version posted February 4, 2026. ; https://doi.org/10.64898/2026.02.02.693565doi: bioRxiv preprint
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