Abstract
24
Human rhinoviruses (HRV) are a leading cause of the common cold but can often lead to 25
respiratory complications such as wheeze in young children. In a transcriptomic study of 26
respiratory nasal swab specimens from children hospitalised with acute wheeze, a significant 27
alteration was found in the expression of the serine/arginine rich splicing factor (SRSF) 28
kinase, SRPK1, between HRV positive children with acute exacerbations and HRV negative 29
controls. As this kinase can regulate host RN A splicing, we hypothesised that HRV infection 30
could dysregulate the expression of host mRNAs to affect antiviral functions or to alter the 31
morphological features of the infected resp iratory epithelium. Here, we show that 32
pharmacological inhibition of SRPK1 in prim ary bronchial epithelial cells resulted in 33
increased HRV16 replication while overexpressi on of SRPK1 reduced viral replication. In a 34
primary bronchial epithelial 3D model infe cted with HRV16 decreased phosphorylation of 35
SRSF1, 3 and 6 was observed. Furthermore, transcriptomic and alternative splicing (AS) 36
bioinformatic analysis revealed the significantly altered AS of 1228 host genes during 37
infection. Subsequent pathway analysis revealed the enrichment of most of these genes in 38
networks related to cilia development and function. HRV16 infection led to significantly 39
decreased cilia length and total cilia numbers in the primary bronchial epithelial 3D model 40
together with changes to selected cilia proteins. Overall, this investigation has unravelled 41
novel cellular networks implemented during HRV infection that may lead to acute 42
exacerbations of respiratory infections. 43
44
Author summary 45
Human rhinoviruses cause the common cold. In immunocompetent individuals this is usually 46
a self-limiting infection. However, in young children and the elderly, infection can lead to 47
complications such as bronchiolitis, croup, and wheezing. Rhinovirus infection can 48
exacerbate chronic conditions such as cystic fi brosis, chronic obstructive pulmonary disease 49
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
3
and asthma. Understanding the molecular pathol ogy of this exacerbation could lead to new 50
avenues for therapy. In this study, we discovered that a multifunctional cellular enzyme 51
called serine arginine protein kinase 1 (SRPK1) is a restriction factor for human rhinovirus 16 52
(HRV16) infection. One key cellular function of SRPK1 is to regulate RNA splicing through 53
modifying the SR proteins that normally enhanc e splicing. In three dimensional tissues 54
grown from human bronchial epithelial cells, we found that HRV16 infection led to decreased 55
levels of modified SR proteins. This change resulted in significant alterations in RNA 56
expression in the infected cell. Most of these alterations affected production of the correct 57
versions of cilia proteins resulting in reduced cilia numbers and cilia blunting. This type of 58
damage due to HRV infection would result in inefficient clearance of subsequent viral 59
infections prolonging the viral infection leading to lower respiratory tract infection and to 60
exacerbations of existing chronic disease. 61
62
63
64
65
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
4
Introduction
66
Human rhinoviruses (HRVs) are positive-sense single stranded RNA enteroviruses within 67
the Picornaviridae family, collectively comprising more than 160 genotypes grouped into 3 68
species (A, B and C) [1]. HRVs are placed amongst the most frequent human infectious 69
agents, causing more than half of upper respiratory tract infections globally, though evidence 70
now includes the lower respiratory tract in t heir niche [2]. They are causative agents of the 71
common cold, a self-limiting infection with mild symptoms in immunocompetent individuals. 72
However, HRV infection can lead to severe respiratory complications in 73
immunocompromised groups such as pre- school children and the elderly. These 74
complications are usually associated with the migration of the infection into the lower 75
respiratory tract and include bronchiolitis, croup, wheezing as well as the exacerbation of 76
chronic conditions such as cystic fibrosis, chronic obstructive pulmonary disease and asthma 77
[2, 3]. 78
79
Strong evidence associating HRV and asthma exacerbations has been accumulating, with 80
HRV shown to account for more than 50% of total exacerbations and common cold 81
complications in asthmatics costing about 60 billion USD annually [1]. Additionally, HRV-82
induced wheezing in early age is linked with asthma development in adulthood, while 83
offspring of atopic (hyperallergic) mothers are more susceptible to HRV infections [4]. 84
Despite all the evidence associating HRV with asthma, molecular mechanisms underlying 85
this pathophysiology remain unclear. 86
87
The Mechanisms of Acute Viral Respiratory Infections in Children (MAVRIC) study 88
conducted in Perth, Australia, aimed to investigate further the molecular mechanisms 89
underlying asthma pathogenesis in the context of HRV infections. In this study, nasal swabs 90
containing nasal epithelial cells along with a variety of immune cells including neutrophils 91
and peripheral blood mononuclear cells were coll ected from pre-school children hospitalised 92
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
5
with acute wheezing; these were subjected to microarray analysis comparing expression 93
profiles between uninfected controls and HRV infected patients [5-8]. Surprisingly, for an 94
RNA virus infection operating in the cytoplasm, genes involved in the pre-mRNA splicing 95
process showed altered RNA expression. 96
97
It is well-established that HRV proteases 2A pro and 3C pro can degrade nuclear proteins and 98
that proteases from the three different HR V species degrade different substrates [9]. Key 99
substrates for HRV proteases are the nucleoporins that make up the nuclear pore complex 100
(NPC) [9-11]. Degradation of nucleoporins re sults in mis-localisation of heterogenous 101
ribonucleoprotein particles (hnRNPs) and SR sp licing factors from the nucleus to the 102
cytoplasm [12, 13]. It has been suggested that this virus-mediated relocation of splicing 103
factors aids viral replication by supplying RNA genome-binding proteins [14] or by regulating 104
virus mRNA translation [13, 15]. 105
106
There are nine classical SR proteins (serine-arginine-rich splicing factors (SRSFs) 1-9). 107
They all contain an N-terminal RNA rec ognition motif (RRM) and a C-terminal serine-108
arginine-rich (RS) domain [16]. Some SR proteins such as SRSF1 and SRSF6 possess an 109
additional pseudo-RRM [17]. SRSFs are found predom inantly in the nucleus but some (e.g. 110
SRSF1) can dynamically shuttle to and from the cytoplasm [16]. SRSFs are essential 111
regulators of constitutive and alternative sp licing. They bind exonic or intronic sequence 112
enhancers to define exon-intron boundaries and stabi lise formation of the spliceosome at 113
these boundaries to enhance splicing [18, 19]. A role for virus-associated splicing regulation 114
in respiratory disease was strengthened when the SRSF6 gene was found to be upregulated 115
in equine airway smooth muscle cells from asthmatic horses [20]. Several viruses of different 116
Baltimore classification groups, for example, human papillomavirus [21], human 117
immunodeficiency virus [22], influenza A viru s [23], and alphavirus [24] have evolved to 118
utilise or control SR protein family members and the host splicing machinery. SR proteins 119
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
6
are also known to exert regulatory functions beyond splicing in the nucleus, including nuclear 120
export, cytoplasmic stability and translation [25, 26]. 121
122
SRPK1 is a moonlighting protein involved in nu merous intracellular signalling pathways [27]. 123
It has been shown to regulate innate immunity to viral infection [28]. However, it is a key 124
regulator of cellular splicing. The RS domain of SR proteins is subject to phosphorylation by 125
kinases including serine/arginine protein kinases (SRPK) and CDK-like kinases (Clk) [29, 126
30]. This post-translational modification regulates both the function and subcellular 127
localisation of SRSFs [31, 32]. SRPK is normally present in the cytoplasm of cells where it 128
phosphorylates newly synthesised SRSFs, to licenc e their entry into the nucleus [33]. There 129
are three SRPKs in human cells (SRPK1, 2 and 3). Only SRPK1 and SRPK2 are expressed 130
in epithelial cells. In the nucleus, SRPK1 interacts with Clk1 to promote splicing [30]. The 131
dynamic phosphorylation of the SRSF RS domains by SRPK1 governs their levels, activity 132
and cellular localisation [31, 34-37]. Not all SR proteins are equally affected by SRPK1 133
activity. For example, SR proteins e.g. SRSF1, with two RRMs may be phosphorylated to 134
control splicing in a different manner from t heir single RRM–containing counterparts e.g. 135
SRSF3 [38]. 136
137
Here we show SRPK1 activity on SR proteins is reduced during HRV16 (a variant of HRV-A) 138
infection of primary epithelial cells and that SRPK1 is a restriction factor for HRV16 infection. 139
RNA-Seq analysis revealed significant host transcriptome changes between HRV16-infected 140
and mock-infected 3D cultured primary bronchi al epithelial cells similar to those found 141
previously [39-43]. However, alternative spli cing analysis of the RNA-Seq data revealed that 142
splicing of RNAs involved in cilia structure and function was significantly altered. HRV16 143
infection impacted expression of key cilia co mponents. This may indicate a sophisticated 144
viral mechanism of host cell disruption duri ng infection. The data suggest that HRV16 may 145
regulate splicing of cilia-related RNAs leading to altered mucociliary clearance and ultimately 146
prolonging productive viral replication. 147
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
7
148
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
8
Materials and methods
149
Viruses stock generation 150
A variant of HRV-A, HRV16, was used for this study. Viral stocks obtained from ATCC 151
(ATCC VR-283), were propagated in HeLa Ohio cells at 33°C, seeded at 70-80% confluence 152
and grown in Dulbecco's modified Eagle medium (DMEM) with 10% foetal bovine serum and 153
1% penicillin/streptomycin (Thermo Fisher Sc ientific, UK). Infected cell lysates were 154
centrifuged at 120 x g for 7 min at 4°C. The supernatant was filtered through a 0.22 μ M pore 155
and stored at -80°C. Viral titres were determined via TCID50 assays using HeLa Ohio cells in 156
96-well plates. Cells were inoculated for 4 hours wi th serially diluted virus. Inoculates were 157
washed off and cells were incubated for 5 days at 33°C. Cell death was recorded, with each 158
dilution tested in quadruplicate and viral titre calculated using the Spearman & Karber 159
Method
[44]. 160
161
Cell growth 162
Normal Human Bronchial Epithelial cells (HBECs) were purchased from Lonza (Basel, 163
Switzerland # CC-2540S). The cell donor was a female Caucasian aged 16 years old, with 164
no known disease or smoking history and a BMI of 22. Cells were grown in PneumaCult-Ex 165
plus medium (Stem Cell Technologies, Cambridge, UK) in T75 flasks for 2D culture. For air-166
liquid interface 3D culture, cells were seeded on 6.5 mm transwells with 0.4 µm pore 167
polyester membranes (Corning, Berlin, Germany). When cells reached full confluence, airlift 168
was performed by aspirating the apical medium and replacing the basal medium with 169
PneumaCult ALI maintenance medium (Stem Cell Technologies, Cambridge, UK). Medium 170
was replaced 3 times per week, with initial mucus production at approximately 2 weeks post-171
airlift. Mucus was washed off once per week and tissues reached full differentiation by 4 172
weeks post-airlift. 173
174
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
9
175
HBEC infections 176
A mucus wash and basolateral medium change were performed. Cultures were incubated 177
for one hour at 33 oC while virus stocks were thawed on ice. Based on calculations of an in 178
vivo infectious dose [40] the inoculum (3x10 6 pfu) was added in 100 µl medium apically. The 179
same volume of medium was added to the top of mock-infected control cultures. Tissues 180
were incubated for 3.5 hours at 33 oC then the inoculum was aspirated off and tissues were 181
washed apically three times with PBS without Ca 2+ and Mg 2+ to remove non-internalised 182
virus. Tissues were then incubated 33oC for the times stated in the experiments. 183
184
SRPK1 overexpression, depletion and SRPIN340 inhibition 185
The SRPK1 (transcript variant 1) human cDNA clone (untagged) (OriGene,Herford, 186
Germany, #RC205315) was transfected using Lipofectamine2000 (Thermo Fisher Scientific, 187
UK) at a concentration of 200ng/ml for 48 hours. SRPK1 was depleted by transfecting 188
Dharmacon SMART-Pool siRNAs in RNAiM ax transfection reagent (Thermo Fisher 189
Scientific, UK) into bronchial epithelial cells. siGLO (Dharmacon, # D-001630-01) was used 190
as a non-target siRNA control and to monitor transfection efficiency. SRPIN340 (Sigma 191
Aldrich, UK, #5.04293) was dissolved in DMSO to 20mM stocks and was administered at 192
20μ M for 48 hours. Both treatments were adminis tered to primary bronchial epithelial cells 193
seeded at 60% confluence. 194
195
RNA extraction and RT-qPCR 196
2D cultures: Cells grown in 6-well plates were lysed in 500 μ l of Trizol reagent (Thermo 197
Fisher Scientific, UK) and stored at -20°C. Upon thawing cells were scraped into Trizol and 198
RNA was isolated according to the manufacturer’s instructions. 3D cultures: Tissues were 199
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
10
flash frozen in liquid nitrogen and stored at - 80°C. Upon thawing cells were vortexed to 200
detach from the transwell membrane then tissu es were ground to a fine powder under liquid 201
nitrogen using a mortar and pestle and RNA wa s isolated using the RNeasy extraction kit 202
(Qiagen, Germany) according to the manufacturer’s instructions. RNA was quantified using a 203
NanoDrop 2000 Spectrophotometer (Thermo Fisher Scientific, UK, #ND-2000). 204
cDNAs were synthesised using the Maxima First Strand cDNA Synthesis kit with DNase 205
digestion according to the manufacturer’s instru ctions (Thermo Fisher Scientific, UK). 20 μ l 206
reactions were prepared using the Takyon™ ROX Probe 2X MasterMix dTTP blue 207
(Eurogentec, Camberly, UK), primers and probes at 300 and 100 nM respectively and 208
nuclease-free water. Primer/probe sets used are listed in Table 1. 209
Reactions were run on an ABI 7500 thermocycler (Thermo Fisher Scientific, UK) at this 210
profile: 95°C (5 min), 60°C (15 sec), 72°C (3 min), 40 cycles. Data analysis was performed 211
using the 7500 v2.3 (Thermo Fisher Scientific, UK) software. Ct values were determined 212
relative to GAPDH as the reference target gene. 213
214
Protein extraction and western blotting 215
Cells grown in 6-well plates were scraped in 400 μ l 2X Bolt LDS buffer (Thermo Fisher 216
Scientific) containing PhosphoSTOP (Merck, UK catalogue # 04693116001) and complete 217
miniprotease inhibitor cocktail (Merck, UK, catalogue # 200-664-3) in PBS. 20 µl of sample 218
was loaded per lane on Bolt 4-12% Bis-Tris polyacrylamide gels (Thermo Fisher Scientific, 219
UK) and electrophoresed at 150 V for 60 minutes. Prot eins were transferred to nitrocellulose 220
membranes using the iBlot2 Dry Blotting System (Thermo Fisher Scientific, UK). Membranes 221
were blocked in 5% (w/v) milk powder in PBS containing 0.01% (v/v) Tween. PBST at room 222
temperature for 1 hour, then washed in PBST (3 x 7 minutes) and incubated with primary 223
antibody in 5% milk powder in PBST for 1 hour at room temperature or overnight at 4°C with 224
rotation. Following incubation, membranes were washed in PBST (3 x 7 minutes) and 225
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
11
incubated with secondary antibody in 5% mi lk powder in PBST for 1 hour at room 226
temperature in the dark. A final round of washes was performed in PBST (2 x 7 minutes) and 227
PBS (2 x 7 minutes), and bands were visualised on the LI-COR Odyssey CLx Infrared 228
imaging system. Primary antibodies were SRPK1 1:300 (1:500, clone G211-637 BD 229
Transduction Laboratories, catalogue #611072), SRSF1 1:2500 1:1000, Mab96, Thermo 230
Fisher Scientific, catalogue # 32-4500), SRSF 3 (1:300, Life Technologies, UK, catalogue 231
#334200 ), SRSF6 (1:300 Abcam, UK, catalogue #ab140623, GAPDH (1:1000, Meridian Life 232
Sciences, UK, catalogue #H86504M, clone 6C5), HRV16 VP0/VP2 (1:250, QED 233
Biosciences, Aachen, Germany, catalogue # 18758). mAb104-detecting phosphorylated 234
SRSFs was prepared from hybridoma (AT CC CRL-2067) supernatants and was used neat 235
with 5% milk powder and 0.01% Tween. Secondary antibodies were goat anti-rabbit Dylight 236
800 conjugate (1:2000, Thermo-Fisher, UK, catalogue #SA5-35571), goat anti-mouse 237
Dylight 800 conjugate (1:2000, Thermo-Fisher, UK, catalogue #SA5-35521) and IRDye anti-238
mouse 800CW (1:2000, IRDye Licor Biosciences Ltd, UK, catalogue #926-32210). 239
Membranes were imaged on an Odyssey Infrared Im ager (LiCOR). The intensity of protein 240
bands was quantified using Odyssey Image Studio software. Protein levels were determined 241
and normalised to the level of the endogenous control (GAPDH). 242
243
Formalin fixed paraffin embedded (FFPE) sample preparation 244
Primary bronchial epithelial 3D cultures were fixed by fully submerging in 10% (v/v) buffered 245
formaldehyde (BNF) at room temperature overni ght. The cultures were submitted to the 246
Veterinary Diagnostic Services (University of Glasgow) for paraffin embedding, and 247
haematoxylin and eosin (H&E) staining. 248
249
Immunofluorescence microscopy 250
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
12
Antigen retrieval for 4µm sections from formalin-fixed, paraffin-embedded samples was 251
carried out in 10 mM sodium citrate buffer, pH 6.0 using a Menarini Access Retrieval Unit, at 252
1100C on full pressure for 10min. (Veterinary Diagnostic Services, University of Glasgow). 253
Microscope slides were washed sequentially six times in PBST. Slides were blocked in 10% 254
(v/v) filtered donkey serum in PBS for 1 hour at room temperature. Sections were incubated 255
with primary antibody diluted in 5% donkey se rum in PBS for 2 hours at room temperature. 256
Slides were washed and sections were incubated with secondary antibody diluted in 5% 257
donkey serum in PBS for 2 hours at room tem perature under dark conditions. Slides were 258
mounted in ProLong Gold Antifade Mountant with DAPI (Thermo Fisher, UK, catalogue # 259
P36931) and visualised on a ZEISS LSM 710 conf ocal microscope. Images were acquired 260
using the ZEN Blue software. Primary antibodies were HRV16 VP0/VP2 (1:100, QED 261
Biosciences, Aachen, Germany, catalogue # 18758), β -tubulin (1:250,Merck, UK, catalogue 262
#AB9354) and TMEM67 (1:250, Proteintech, UK, catalogue #Ag5009). Secondary antibody: 263
donkey anti-mouse Alexa-fluor 555-labelled anti body (1:1000 Thermo Fisher Scientific, UK, 264
catalogue #A-31570). 265
266
RNA sequencing, differential expression and pathway analysis 267
3D bronchial epithelial cultures were infected (3x10 6 pfu) at four weeks post-airlift and 268
harvested 48 hours post-infection. Total RNA wa s prepared from 3 biological replicates per 269
condition and sequenced in-house. Eluted RNA was quantified using a NanoDrop 2000 270
Spectrophotometer (Thermo Fisher Scient ific, ND-2000) and quality controlled on a 271
TapeStation (Agilent Technologies, G2991AA). All samples had a RIN score of ≥ 9. One 272
microgram of total RNA was used to prepare libraries for sequencing using an Illumina 273
TruSeq Stranded mRNA HT kit (Illumina, #20020594) and SuperScript2 Reverse 274
Transcriptase (Thermo Fisher Scientific, #18064014) according to the manufacturer’s 275
instructions. Libraries were pooled in equi molar concentrations and sequenced using an 276
Illumina NextSeq 500 sequencer (Illumina, #FC-404). RNA-Seq reads were analysed for 277
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
13
quality using FastQC (version 0.11.9) and reads were trimmed of adaptor sequences and 278
low-quality bases using Trimgalore 279
(https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/). The trimmed reads were 280
aligned to the human genome GRCh38 ( Ensembl) using Hisat2 (version 2.2.0) [45]. 281
FeatureCounts (Version 2.0.1) [46] was used to quantify reads mapping to gene annotation 282
files. Reads counts were normalized to counts per million (CPM). The edgeR package was 283
used to calculate the gene expression level an d to analyse differentially expressed genes 284
between sample groups. RNA-Seq data sets are freely available from the European 285
Nucleotide Archive accession number PRJEB88791, and heat maps were generated in 286
GraphPad Prism (version 9). Pathway analysis was performed using the Ingenuity Pathway 287
Analysis (IPA) tool using the rat, mouse, human and undefined species data, in all cells and 288
tissues. Only experimentally observed data were selected. 289
290
Over representation analysis of alternative splicing events. 291
Bam files from the RNA paired-end sequencing were sorted by co-ordinate, indexed and 292
subject to SplAdder analysis [47] to measure and quantify alternative splicing events. 293
Percentage spliced in (PSI) values were quantified for each splicing event, and a two-tailed 294
student's t-test was performed for values fr om mock-infected and HRV16-infected primary 295
bronchial epithelial cells to determine the most significantly differentially spliced genes. 296
Pathway analysis was performed using Webgestalt ( http://www.webgestalt.org/) [48]. Over 297
representation analysis was carried out test for biological processes using Benjamini-298
Hochberg multiple testing adjustment. Sashimi plots were generated using MISO 299
(https://pypi.org/project/misopy/0.5.4/) [49]. 300
301
Cilia count 302
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
14
Five sections from three biological replicates per condition were randomly selected and cilia 303
were manually counted from images obtained at x20 magnification from two technical 304
replicates per condition using a tally meter from FFPE H&E-stained samples. Image J ( 305
https://imagej.net/software/fiji) was used to quantify the cilia length by measuring the 306
proportion of distance in pixels. Ten cilia were measured in each section for each condition. 307
Statistical analysis 308
Statistical analyses were carried out using a students’ t-test. P-values of < 0.05 were 309
considered statistically significant. 310
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
15
Results
311
SRPK1 restricts HRV16 infection in primary epithelial cell culture. 312
The kinase SRPK1 was found to be up-regulated at the mRNA level in the MAVRIC study 313
which compared nasal swab samples from HRV-infected young children with wheezing 314
exacerbations to HRV-negative controls to [7 , 50]. However, when the study population was 315
divided into two different phenotypes based on a Th1/type 1 interferon response versus a 316
Th2/IFNγ response, SRPK1 mRNA was significantly downregulated in the second population. 317
The two phenotypes had quite different clinical characteristics. In the case of a Th2/IFN γ 318
response, illness progressed more slowly but t here was a greater chance of hospitalisation 319
and repeat infections/exacerbation of diseas e [7] suggesting that SRPK1 downregulation 320
was associated with more severe disease. 321
However, SRPK1 activity, as opposed to SRPK1 levels, is regulated by key cell signalling 322
pathways such as CK2 and Akt, which can be impacted upon virus infection [51]. To find out 323
more about the relationship between HRV infection and SRPK1, we overexpressed the 324
kinase in human bronchial epithelial cells (HBECs). We also inhibited the kinase by treating 325
cells with 20µM SRPIN340, a specific inhibitor of the kinase activity of SRPK1 [52]. Each 326
treatment was carried out 48 hours prior to HRV16 infection. We examined changes due to 327
the treatments in the logarithmic phase of vi ral production (MOI=3, 16 hours post infection, 328
Supplementary Fig. 1A). Supplementary Fig. 1B shows a significant increase in SRPK1 329
mRNA levels in overexpressing cells relative to mock-transfected cells. The effectiveness of 330
the SRPIN340 treatment was shown through decreased phosphorylation of SRSF1 331
(Supplementary Fig. 1C) and SRSF6 (Supplementary Fig. 1E) compared to mock-treated 332
cells. Levels of phosphorylated SRSF3 were not significantly decreased by SRPIN340 333
treatment (Supplementary Fig. 1D). No significant change in levels of phosphorylated 334
SRSFs was detected when SRPK1 was overexpressed (SRPK1 OE) (Supplementary Fig. 335
1C-E). 336
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
16
We assessed how inhibition and overexpression of SRPK1 impacted HRV16 infection. The 337
levels of viral RNA, tissue-released virus parti cles and expression of viral capsid proteins 338
VP0 and VP2 were compared between mock-treated, SRPIN340-treated and SRPK1-339
overexpressed HBECs infected with HRV16 for 16 hours at an MOI=3 (Fig. 2). SRPK1 340
inhibition led to increased HRV16 replication, as reflected by the increased viral RNA 341
production (Fig. 2A, SRPIN340) although this wa s not statistically significant (p=0.07). 342
However, a statistically significant increase was observed upon kinase inhibition in tissue-343
released virus particles (p<0.05) (Fig. 2B, SRPIN340) and virus capsid VP2 protein 344
production (Fig. 2C, D, SRPIN340). In cont rast, SRPK1 overexpression did not have a 345
significant effect on viral genome replication when compared to untreated controls (Fig. 2A, 346
SRPK1 OE). SRPK1-overexpressing HBECs showed significantly decreased virus shedding 347
(Fig. 2B, SRPK1 OE) and viral capsid protein VP0 production (Fig 2C, D, SRPK1 OE) 348
compared to untreated samples, thus displaying an opposite effect from respective SRPK1-349
inhibited samples. Taken together, these data s uggest that SRPK1 is a restriction factor for 350
HRV16 infection in primary epithelial cells, wi th the activity of SRPK1 repressing viral 351
replication, assembly and release, at 16 hours post-infection. 352
353
HRV16 infection alters phosphorylation of SR proteins in primary human bronchial 354
epithelial cells. 355
Next, to assess activity of SRPK1 during HRV16 infection we quantified changes in 356
expression of selected substrates of SRPK1 in HBECs. SRSF1, SRSF3 and SRSF6 were 357
selected for further study. SRSF1 is the prototypical SRSF protein [37, 53]. SRSF3 was 358
previously shown to be involved with the internal ribosome entry site (IRES)-dependent 359
translation of picornavirus mRNAs [54] and SRSF6 is known to be upregulated in equine 360
airway smooth muscle cells from asthmatic horses [20]. There was no significant change in 361
total levels of SRSF1 (Fig. 2A, Supplementary Fig. 2A) or SRSF6 (Fig 2C, Supplementary 362
Fig. 2A) during a 48 hour time course of infection (MOI=3). However, SRSF3 showed 363
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
17
significantly decreased expression at 16, 24 and 48 hours of infection (Fig. 2B, 364
Supplementary Fig. 2A). Next, we measured le vels of phosphorylated SR proteins using the 365
SR protein phosphor-specific antibody Mab104 [38]. Levels of phosphorylated SRSF1 were 366
significantly decreased at 4 and 48 hours post infection in HRV16-infected cells compared to 367
mock-infected cells (Fig. 2D, Supplementary Fig. 2B). There was no significant change in 368
levels of phosphorylated SRSF3 at any time point in HRV16-infected cells compared to 369
mock infected cells (Fig. 2E, Supplementary Fig. 2B). Finally, phosphorylated SRSF6 levels 370
were significantly decreased in HRV16-infected cells at 4 and 24 hours post infection (Fig. 371
2F, Supplementary Fig. 2B). Taken together, these data indicate that HRV16 infection 372
represses the expression of SRSF3 and inhibits phosphorylation of SRSF1 and SRSF6. The 373
downregulated phosphorylation seen for SRSF1 and SRSF6 suggests that the activity of 374
SRPK1 is repressed at early and late times of infection during HRV16 infection. 375
376
HRV16 infection in 3D cultured primary bronchial epithelial tissues inhibits SRPK1 377
protein levels and phosphorylation of SR proteins. 378
Next, we evaluated levels and activity of SRPK1 in HRV16 infection of air-liquid interface 3D 379
tissue cultures of HBECs. 3D cultures enable the differentiation of these cells, providing 380
increased physiological relevance in parameters such as cell polarisation, cilia formation, cell 381
to cell interactions and nutrient access [55]. HBECs were grown at the air-liquid interface in 382
transwell cultures over a four-week period (Supplementary Fig. 3 compare A to B). After this 383
time, the tissues were fully differentiated as indicated by cilia development (Supplementary 384
Fig. 3B, arrowhead) and a multi-layered pseudostratified epithelium was developed. The 385
tissues also produced mucus as indicated by periodic acid-Schiff (PAS) staining of the 386
tissues which detects polysaccharides (Suppl ementary Fig. 3, compare C to D). This 387
suggests the presence of goblet cells (S upplementary Fig. 3D, arrowheads) further 388
confirming tissue differentiation. HRV16 (3x10 6 pfu) was applied to the surface of the 389
epithelium and infection was allowed to proceed for 48 hours. Infection induced evident 390
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
18
mechanical damage to the structure of the epithelium (Supplementary Fig. 3 compare E and 391
F, arrows in F shows regions of damage). However, the extent of damage may not be due 392
only to HRV16 infection but also due to tissue handling for preparation of formalin-fixed 393
paraffin-embedded blocks. Immunofluorescence staining to detect the virus capsid protein 394
VP2 indicated that infection was established in all the layers of the epithelium 395
(Supplementary Fig. 3 compare G and H). West ern blot analysis indicated a significant 396
decrease in SRPK1 and phosphorylated SRSF1, SRSF3, and SRSF6 protein levels in 3D 397
HBEC tissues infected with HRV16 (3x10 6 pfu) for 48 hours compare to mock-infected 398
tissues (Fig. 3). 399
400
Transcriptomic analysis confirms increased expression of innate immune genes 401
during HRV16 infection of 3D cultured primary bronchial epithelial tissues. 402
RNA sequencing was performed on HRV16 and mock infected primary bronchial epithelial 403
3D cultured tissues. Tissues were mock-infected or infected (3x10 6 pfu) for 48 hours at 4 404
weeks post-airlifting. Total RN A extracts were prepared from triplicate HRV16-infected and 405
mock-infected HBEC 3D air-liquid interface cultures. The counts per million (CPM) of 406
individual transcripts were similar between infected (median=33.1 CPM per transcript) and 407
mock infected tissues (median=30.2 CPM per tr anscript). 82.2% of bases achieved a quality 408
score of Q30 and Illumina software was used to assign sequencing reads to their 409
corresponding samples. Differentially expressed genes (DEGs) between infected and mock-410
infected samples were identified by mappi ng sequencing reads to the reference human 411
genome and quantifying the mapped reads of individual transcripts. 412
Analysis indicated that there were 4034 DEGs due to HRV16 infection (false discovery rate 413
(FDR)<0.05, Benjamini-Hochberg correction). 2143 genes were up-regulated, and 1891 414
genes were down-regulated in infected when compared to mock-infected tissues 415
(Supplementary Table 1). The most statistically significant differences in gene expression 416
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
19
during infection were seen in up-regulated genes as illustrated in the volcano plot in Fig. 4A 417
(red dots). Key innate immune gene changes are indicated similar to those found by Ong et 418
al [43]. The violin plot in Fig. 4B shows t hat the distribution of gene expression was similar 419
between infected and mock-infected samples. However, more genes showed a higher level 420
of expression (increased reads per million) in control mock-infected (Ctrs) compared to 421
infected (HRV16) samples (Fig. 4B). 422
Fig. 4C shows a heat map of the top 20 genes that were up- or down-regulated due to 423
HRV16 infection. The most up-regulated genes were involved in anti-viral defence, primarily 424
the type I interferon signalling pathway (Fig. 2A arrows, Fig. 4C, Table 2), demonstrated by 425
the strong up-regulation of these genes in HRV 16-infected samples, across all biological 426
replicates as previously reported [39, 43, 56, 57]. On the other hand, the functions of the 427
most down-regulated genes during infection were very variable, but included genes involved 428
in epithelial homeostasis, metabolic processes, and cell signalling (Fig. 4C). Although 429
SRPK1 was significantly downregulated at the protein level in HRV16 infected primary 430
bronchial epithelial 3D cultured tissues (Fig . 3), SRPK1 mRNA expression was found to be 431
significantly upregulated by 1.3-fold. Protein- protein interaction networks were constructed 432
using Gene Ontology (GO) enrichment analysis of up- (240) or down-regulated (9) DEGs 433
with log2 fold change >2 or <-2 (Fig. 4D). The antigen presentation pathway was the most 434
enriched biological process. ISG15 protein conjugation, apoptosis and type 1 interferon 435
signalling were also identified as biological pathways induced by HRV16 infection. Molecular 436
function enrichment indicated HRV16-inducti on of antiviral OAS activity, chemokine 437
receptors, and antigen processing (Fig. 4D). 438
Over-representation analysis was performed to identify cellular pathways affected by HRV16 439
infection. A subset of DEGs was selected for this pathway analysis, with log2-fold change 440
values within the range of 1 to -1. This cut-off point included 655 DEGs of which 466 were 441
up-regulated and 189 down-regulated during infection (Supplementary Table 2). Pathway 442
analysis mapped the vast majority of the DEGs in innate immune pathways, with the 443
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
20
interferon signalling pathway scoring the highes t enrichment value (Supplementary Fig. 4). 444
However, genes involved in epithelial cell junctions (claudins and cadherins) and the 445
epithelial barrier (repetin, involucrin) were also downregulated as expected [58] 446
(Supplementary Table 2). Table 2 lists the to p thirty upregulated protein-coding genes of 447
known antiviral functions. 448
449
HRV16 infection of 3D cultured primary bronchial epithelial tissues leads to changes 450
in the splicing of cilia-related genes 451
Since we had shown that HRV16 infection alters splicing factors, we wanted to assess 452
whether the splicing of host pre-mRNA transcripts was altered during infection. We used the 453
alternative splicing toolbox SplAdder [47] to perform further analysis on our RNA-seq data. 454
Using SplAdder, we identified the total number of single splicing events in our dataset, along 455
with the alternative splicing (AS) mechanism of each particular event. We identified 10952 456
genes with alternative splicing events, with each event categorized by its splicing 457
mechanism (e.g., exon skipping, intron retention etc.). The differential splicing between 458
infected and mock-infected samples was determined by comparing the percentage spliced-in 459
(PSI) output values given for each transcript. PSI indicates the efficiency of splicing of a 460
particular exon into the transcript population of a gene, with values ranging from 0 to 1. 461
Therefore, different PSI values for a give n transcript between infected and mock-infected 462
samples, indicate a different AS pattern for that respective gene during infection. 10514 out 463
of 10952 genes (96%) had a different PSI value in infected compared to mock-infected 464
samples. Following a 2-tailed student’s t-test analysis, this number was limited to 1228 465
genes that were significantly differentially spliced due to HRV16 infection (11% of all the 466
alternatively spliced genes in the dataset). 467
1469 single splicing events specifically associated with HRV16 infection were identified as 468
being involved in producing mRNAs as some were alternatively spliced via more than a 469
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
21
single mechanism, of which about 40% were exon skipping events (Fig. 5A). The rest of the 470
splicing events identified included alternative 3’ sp lice sites (23%), alternative 5’ splice sites 471
(18%), intron retention (10%), multiple exon skipping (8%) and mutually exclusive exons 472
(2%) (Fig. 5A). To interpret the biological significance of this HRV16-induced effect on 473
splicing, we performed a pathway analysis using WebGestalt on the 1228 differentially 474
spliced genes. While response to interferon was identified as a major pathway altered by 475
HRV16 infection through alternative splicing, the functional enrichment analysis indicated 476
that most differentially spliced genes during HRV16 infection were involved in the 477
microtubule cytoskeleton required for cilia structure, ciliogenesis and cilia function (Fig. 5B). 478
To verify specific alternative splicing changes due to HRV16 infection seen in the functional 479
enrichment analysis we analysed three cilia-related genes whose alternative splicing is 480
known to be related to ciliopathies [59]. T hese were radial spoke head protein 1 (RSPH1), 481
which is located in the spokes of cilia and controls cilia motility [60]; intraflagellar transport 482
protein 74 (IFT74), which is involved in protein transport within cilia and is required for 483
ciliogenesis [61]; and transmembrane protein 67 (TMEM67), a ciliary transition zone protein 484
required for cilia structure [62]. Figure 6A indicates the positions of these proteins in cilia. 485
Sashimi plots showing the exon coverage from the RNA-Seq data were generated for the 486
three selected genes using MISO (Fig. 6B-D). There was a small decrease in gene coverage 487
for RSPH1 and TMEM67 indicating reduced transcription of the genes upon HRV16 488
infection. More importantly, clear differenc es in exon inclusion can be seen for each gene 489
(see arrowheads indicated on the maps below the gene coverage profiles) comparing mock-490
infected to HRV16-infected cells suggesting that HRV16 infection alters mRNA splicing of 491
these RNAs leading to mutations in the encoded proteins. 492
493
HRV16 infection leads to impaired cilia in 3D cultured primary bronchial epithelial 494
tissues 495
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
22
Based on the finding that HRV16 infection induced changes in the alternative splicing of 496
genes involved in cilia development and function, we wanted to assess whether infection 497
affected the numbers and morphology of cilia in our primary bronchial epithelial 3D model 498
(Fig. 7). Figure 7A shows a representative image of an H&E stained, mock-infected 3D 499
culture of HBECs. Figure 7B shows a repres entative image of an H&E stained HBEC tissue 500
infected with HRV16 (3x106 pfu) for up to 48 hours. HRV16-infected tissues showed reduced 501
cilia density, and the cilia appeared shorter than those on mock-infected tissues (enlarged 502
images in A and B). Cilia numbers were manually counted and, compared to mock infected 503
tissues treated in exactly the same manner, in fected tissues showing significantly decreased 504
cilia numbers at all infection timepoints investigated (Fig. 7C). The largest decrease was 505
recorded at 48 hours post infection, where infe cted samples had 4.5-fold less cilia compared 506
to mock-infected samples. Additionally, the average cilium length in these respective 507
samples was quantified (Fig. 7D). This analysis indicated that the average cilium length was 508
significantly decreased in infected compared to mock-infected samples at 24 and 48 hours 509
post infection. As with cilia numbers, the average cilium length showed the largest difference 510
at 48 hpi, where the average cilium length in infected samples was decreased by 1.5-fold 511
compared to mock-infected samples (Fig. 7D). 512
To confirm these data, we carried out immunofluorescence staining of sections of 3D 513
cultures of HBECs either mock-infected or HRV16-infected. We chose to use antibodies 514
against β -tubulin, a core cilium structural protein and TMEM67, a ciliary transition zone 515
protein located at the junctions of cilia to the plasma membrane. β -tubulin was observed 516
along the lengths of the cilia in mock-infected cells (Fig. 8 A, B) but levels of the protein were 517
reduced in HRV16-infected cells and cilia were not clearly seen (Fig. 8 C, D). Quantification 518
of β -tubulin staining showed a significant decrease at all time points, and this was especially 519
significant at later times of infection (Fig. 8 I). TMEM67 staining for mock-infected tissues 520
was found in cells in the mid layers and on the outer surface of the tissue, in discrete sub-521
cilia regions (Fig. 8 E, F). The location of staining was similar for HRV16-infected tissues, but 522
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
23
the staining was more diffuse (Fig. 8 G, H). Q uantification of staining showed a statistically 523
significant decrease in TMEM67 levels in infected tissues at all time points (Fig. 8 J). Taken 524
together these data suggest that HRV16 infection causes a reduction in cilia density and 525
changes in cilia structure in the respiratory epithelium. 526
527
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
24
Discussion
528
Human rhinovirus (HRV) is the most common respiratory virus infecting humans. Repeat 529
infections in childhood can lead to wheezing and asthma, and these symptoms are 530
exacerbated by subsequent HRV infections. In addition, in individuals with chronic 531
obstructive pulmonary disease (COPD), HRV infe ction can lead to severe disease requiring 532
hospitalisation. Discovering cellular factors that lead to exacerbations of HRV infection is key 533
to designing novel therapies against these respiratory infections and conditions. This study 534
has revealed two novel aspects of the cellular response to HRV16 infection. First, we have 535
shown that the cellular splicing kinase SRPK1 is a restriction factor for HRV16 (a variant of 536
HRV-A) infection in primary bronchial epithelial cells. Second, changes in alternative splicing 537
cause by an HRV16 infection-induced down regulation of SRPK1 impact cilia structure and 538
function in 3D cultured primary bronchial epithelial tissues. 539
Transcriptomics studies in nasal scrapings [7, 39], bronchial scrapings [63] and nasal and 540
lung epithelial air-liquid interface 3D cultures [41, 43, 57] have shown that HRV16 infection 541
alters expression of immunity-related genes. Our transcriptomic analysis of HBEC air-liquid 542
interface cultures agrees with the conclusions of these studies. There was significant up-543
regulation of genes encoding proteins involved in anti-viral defence (e.g. OASL, MX2), and 544
the interferon signalling pathway (e.g. IFNL1, INFL2) and several chemokines (e.g. CXCL10, 545
CXCL11) known to be induced by HRV infection. Although SRPK1 is well known as a kinase 546
that controls splicing via phosphorylation of SR proteins [29], it also positively regulates 547
innate immunity to viral infections via NF- ĸ B and interferon gamma [28]. Therefore, SRPK1 548
down-regulation during HRV16 infection could be beneficial to the infectious process, as we 549
have demonstrated. 550
In an in vivo study of a mixed nasal cell population from children with wheeze infected with 551
HRV, overall SRPK1 mRNA expression was upregulated compared to HRV-negative 552
controls [7]. SRPK1 mRNA was also upregulated 1.3-fold after a 48 hour HRV16 infection of 553
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
25
3D HBEC tissues in this study. However, increased SRPK1 expression at the RNA level did 554
not lead to increased levels of SRPK1 protein. In fact, in 3D HBEC tissues infected with 555
HRV16 there was a significant decrease in SRPK1 levels and in phosphorylation of selected 556
SR proteins compared to mock infected tissues. This result agrees with the decreased 557
phosphorylation of SR proteins observed in a study where rhabdomyosarcoma cells were 558
infected with another enterovirus, enterovirus A71 [64]. Our data suggest that HRV16 559
represses the activity of SRPK1 during infect ion. This could be either through decreased 560
protein levels, as we have observed, or due to changes in cell signalling caused by HRV16 561
infection impacting SRPK1 kinase activity, which is itself controlled by Ck2/Akt-mediated 562
phosphorylation [27]. 563
However, inhibition of SRPK1 kinase activity has been shown to inhibit replication of viruses 564
such as HIV, hepatitis C and Sindbis virus [65-68] and it has recently been reported that 565
SRPK1 inhibition can reduced IRE-dependent trans lation and replication of enterovirus A71 566
[64]. These findings clearly suggest that SRPK1 is not a restriction factor of these viruses as 567
it is required for their life cycles. In contra st, both inhibition and overexpression of SRPK1 568
has been shown to reduced Ebola viral replication [69], while SRPK1 is a known restriction 569
factor for hepatitis B virus infection [70]. Thes e diverse findings indicate that viruses may 570
utilise SRPK1 in different ways for replication. Further, balancing activity of SRPK1 571
throughout virus infection may be key. For example, repression of SRPK1 stimulation of 572
innate immunity early in infection could facilitate viral infection while upregulation later in 573
infection could be required for viruses such as HIV and that require either cellular splicing 574
[22] or enteroviruses that require SRPK1 activi ty for stimulation of viral RNA translation [64] 575
to complete their life cycle. 576
Changes in expression of genes involved in cilia formation and function were found 577
previously in a study comparing the transcriptome of air-liquid interface cultures established 578
from the lungs of non-asthmatic versus asthmati c individuals [41] and changes were greater 579
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
26
following HRV infection. Gene ontology analysis of RNA sequencing data showed that cilia 580
function was found to be altered in human nasal epithelial cells infected with HRV16 [43]. 581
Stimulation of the antiviral immune res ponse by addition of poly(I:C) in human nasal 582
epithelial stem/progenitor cells also revealed c hanges to genes involved in ciliogenesis and 583
function [71]. In agreement with these studies, inspection of our DEG data from RNA 584
sequencing showed reduced expr ession of genes encoding dynein axonemal assembly 585
proteins, Bardet-Bield syndrome (BBS) genes important for cilia development and function, 586
intraflagellar transport proteins, and tubulins, structural components of cilia. 587
The hypophosphorylation of SR proteins due to HRV16 infection in 3D HBEC tissues that we 588
have observed would be expect ed to cause changes to cellular splicing [30, 72]. We 589
observed a major impact on alternative spli cing in HBEC tissues. Remarkably, when we 590
analysed changes to gene expression due to alte red splicing events, we discovered that 591
most of the changes affected splicing of mRNAs encoding proteins involved in cilia structure 592
and function. Interestingly, tissue-specific alter native splicing of cilia-related RNAs underlies 593
a wide range of ciliopathies [59]. This suggests that correct alternative splicing is key to 594
production of normal cilia proteins. Indeed, when we examined the morphology of the air-595
liquid interface cultures following HRV16 infection we found a blunting and loss of cilia 596
compared to mock infected tissues. We propose that a combination of transcriptional down-597
regulation of cilia-related genes together with specific changes in splicing of cilia-related 598
mRNAs could lead to malformed or damaged cili a. These morphological changes could lead 599
to increased susceptibility to recurrent HRV infections and/or the development of chronic 600
inflammatory disease. 601
There are several limitations to this study. Most importantly, the analyses were carried out 602
using HBECs from a single donor. We cannot rule out the possibility that data from this 603
donor may not reflect the general population. We studied virus infection of HBEC tissues at 604
48 hours post infection, and transcriptomic changes could be significantly different at other 605
time points. As we only analysed transcriptomic changes in bronchial epithelial cells, a 606
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
27
comparison of these changes between bronchial and nasal epithelial cells, grown as fully 607
differentiated 3D tissues would have been interesting to perform. It is known that HRV 608
infection causes redistribution to the cytoplasm of hnRNP proteins, known antagonists of SR 609
proteins in alternative splicing [73], and ec topic expression of the HRV16 3C protease has 610
also been shown to mislocate SRSF2, a splicing factor which we have not studied, in the 611
nucleus of transfected cells. This means that changes in SR protein phosphorylation may 612
only contribute to, rather than directly caus e, the changes in splicing induced by HRV16 613
infection. Finally, examination of changes in expression of SRPK1, and its effects on its 614
substrates, and any impact on ciliated epithelial cell function in HRV-C infected cells would 615
be important to consider in the future since HRV-C infection can have more serious 616
consequences, clinically. 617
618
Conclusions
619
This study has revealed the cellular kinase SRPK1 as a new restriction factor for HRV16 620
infection in epithelial cells. The mechanism of restriction is not known. However, since 621
SRPK1 can activate production of interfer on, interferon response factors and certain 622
chemokines [28], induction of innate immuni ty to viral infection seems likely. Indeed, 623
transcriptomic analysis showed up-regulation by HRV16 of many innate immune factors. 624
However, a key finding of this study is that HRV16 infection alters expression of splicing 625
factors and their phosphorylation. Importantly, we found major changes in alternative splicing 626
of RNAs encoding structural components of cilia. This suggests a molecular mechanism by 627
which HRV infection might result in damage to the mucociliary compartment which would 628
Result
in inefficient clearance of subsequent viral infection enabling infection to move to the 629
lower airways, which would lead to exacerbations. 630
631
Acknowledgements
632
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
28
This work was funded by a BBSRC Industrial Case CSV Training Award no. BB/R505341/1. 633
Quan Gu is supported by an MRC award #MC_UU_00034/5. We are grateful to Chris 634
McRae at Astra Zeneca for facilitating agreem ents between Astra Zeneca and the University 635
of Glasgow and for arranging the industrial pl acement for student Chris Rozario (C.R.) in 636
Astra Zeneca. We thank especially Jenny Horndahl, at AstraZeneca, Sweden for hosting 637
C.R. during his industrial placement. We would like to thank the staff at the University of 638
Glasgow’s Veterinary Diagnostics service for carrying out paraffin embedding, sectioning 639
and staining of tissues. Prof Carl Goodyear, Director, the GLAZgo Discovery Centre helped 640
arrange the studentship and provided critical feedback throughout the study. 641
642
Declaration of Interests 643
Prof Maciewicz is retired from Astra Zeneca but at the start of the project she owned shared 644
in Astra Zeneca. Astra Zeneca had no input into the design of the study or interpretation of 645
the data. 646
647
Author contributions 648
C.R. Investigation, formal analysis. writing, original draft 649
Q.G. Investigation, formal analysis, data curation, visualisation. 650
A.S. Data curation, resources. 651
R.M. Conceptualisation, supervision, funding acquisition, writing review and editing. 652
S.V.G. Conceptualisation, supervision, funding ac quisition, visualisation, writing review and 653
editing. 654
655
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
29
656
Primer name Sequence
GAPDH Forward 5’-GAAGGTGAAGGTCGGAGT–3’
GAPDH Reverse 5’-GAAGATGGTGATGGGATTTC-3’
GAPDH Probe 5’-FAM-CAAGCTTCCCGTTCTCAGCC–TAMRA–3’
HRV16 Forward 5’-CCCTGAATGTGGCTAACCTT–3’
HRV16 Reverse 5’-ACGGACACCCAAAGTAGTTG–3’
HRV16 Probe 5’-FAM-ACAATCCAGTGTGTAGCTGGTCGT-TAMRA–3’
SRPK1 Forward 5’-ACCCTCCAGGAATCTCTACTT-3’
SRPK1 Reverse 5’-CCATGCTTTGTTCATGCCTAT-3’
SRPK1 Probe 5’-FAM-ACTTCACCCTCTTGGGCCTTTCAT-BHQ-3’
657
Table 1. List of primers and probes used in RT-qPCR experiments. 658
659
660
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
30
Log2-fold change Gene name Gene function
7.434 CXCL11 Chemokine
7.434 ZBP1 Innate sensor
7.223 IFNL1 Antiviral response
6.268 CXCL10 Chemokine
6.101 IFI6 Induced by interferon
6.085 OASL Innate immunity to viral infection
5.971 IFNL3 Antiviral response
5.912 IFNL2 Antiviral response
5.705 ISG15 Innate immunity to viral infection
5.631 MX2 Innate immunity to viral infection
5.559 IFITM1 Induced by interferon
5.423 IFIT1 Induced by interferon
5.239 IFI27 Induced by interferon
5.229 AIM2 Innate immunity to viral infection
5.049 IFIT3 Induced by interferon
5.043 EPSTI1 Induced by interferon
5.004 CXCL9 Chemokine
4.810 HERC5 Innate immunity to viral infection
4.672 DUOXA2 Antiviral protein in respiratory epithelial cells
4.447 CMPK2 Innate immunity to viral infection
4.370 CSF3 Controls production of granuolcytes
4.303 RSAD2 Antiviral protein
4.257 OAS3 Innate immunity to viral infection
4.238 XAF1 Induced by interferon
4.141 MX1 Innate immunity to viral infection
4.121 BST2 Innate immunity to viral infection
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
31
4.007 HERC6 Innate immunity to viral infection
3.938 OAS2 Innate immunity to viral infection
3.796 HLA-F Major histocompatability protein
3.768 IFI44 Induced by interferon
3.404 IFITM3 Induced by interferon
661
Table 2. List of top 30 immune-related genes up-regulated by HRV16 infection. 662
663
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
32
Figure legends 664
Figure 1. Changes in SRPK1 levels and activity alter HRV16 infection in primary 665
human bronchial epithelial cells. A. RT-qPCR analysis of tissue-associated HRV16 RNA 666
levels in untreated, SRPIN340-treated and (SRPIN340) SRPK1 overexpressing (SRPK1 OE) 667
HBECs infected with HRV16 (MOI=3) for 16 hours. The Log2 ΔΔ Ct values were calculated 668
using the values of the housekeeping gene GAPDH as the control target. B. TCID 50 669
quantification of tissue-released infective virus using supernatants from untreated, 670
SRPIN340-treated (SRPIN340) and SRPK1 overexpressing (SRPK1 OE) HBECs infected 671
with HRV16 (MOI=3) for 48 hours. C. Western blot analysis of the HRV16 capsid proteins 672
VP0/VP2 expression in mock-treated and mock-treated SRPIN340-treated or SRPK1 673
overexpressed (OE) cells infected with HRV16 (MOI=3) for 48 hours. A GAPDH loading 674
control is shown under the virus capsid protein blot. D. Quantification of western blot data 675
from three separate experiments. All data show the mean and standard error from three 676
separate experiments. ns=non-significant stat istical difference, *=p<0.05, **=p<0.005, 677
***=p<0.0005 (student’s t-test, 2-tailed). 678
679
Figure 2. HRV16 infection of primary huma n bronchial epithelial cells downregulates 680
expression of SRSF3 and decreases phosphorylation of SRSF1 and SRSF6. 681
Quantification of western blot expression data relative to GAPDH expression of A. total 682
SRSF1, B. total SRSF3, C. total SRSF6, D. phosphorylated SRSF1, E. phosphorylated 683
SRSF3, and F. phosphorylated SRSF6 in mock-infected (Control) and HRV16-infected 684
(HRV16: MOI=3) HBECs at 4, 16, 24 and 48 hours post-infection. The data show the mean 685
and standard error of the mean from three separate experiments. Significant statistical 686
difference, *=p<0.05, **=p<0.005, ***=p<0.0005 (student’s t-test, 2-tailed). 687
688
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
33
Figure 3. HRV16 infection in 3D cultured primary bronchial epithelial tissues 689
significantly decreases the phosphorylation of SRSF proteins. A. Western blot analysis 690
of levels of SRPK1 and phosphorylated SRSF1, SRSF3, and SRSF6 (detected with 691
Mab104) in mock-infected (Mock) and HRV16-infected (HRV16) HBEC air-liquid interface 692
cultures at 48 hours post-infection (hpi) with 3x10 6 pfu HRV16. GAPDH is shown as a 693
loading control and was used to determine relative proteins levels. B. Quantification of data 694
from three separate experiments. The data s how the mean and standard error of the mean 695
from three separate experiments. ns=no signifi cant statistical difference. Significant 696
statistical difference, *p<0.05, **p<0.005 (student’s t-test, 2-tailed). 697
698
Figure 4. HRV16 induced changes in gene expression during infection in 3D cultured 699
primary bronchial epithelial tissues. 3D tissues were cultured at the air-liquid interface for 700
4 weeks, then mock infected or infected apically with 3x10 6 pfu HRV16 for 48 hours. RNA 701
sequencing was performed on three replicates for each condition. A. Volcano plot of 702
differentially expressed genes (DEGs) (scatte red dots, n=4034) between infected and mock-703
infected samples (FDR<0.05). The x-axis is the log2 fold change (infected/controls) while the 704
y-axis is the -log(FDR) calculated value. Black dots indicate the DEGs with log2 fold change 705
within the range of -1 to 1. Red dots indicate DEGs with changes less than -1 or greater than 706
1. B. Violin plot comparing the distributi on of gene expression between mock-infected (Ctrs) 707
and infected (HRV16) tissues. C. Heatmap of the top 20 upregulated and downregulated 708
genes in infected (HRV) and mock-infected (CTR) samples. Each row represents 1 of 3 709
replicates per condition. The color scale ranges from deep purple (no expression) to yellow 710
(high level expression). D. Gene networks induced during HRV16 infection of HBECs in air-711
liquid interface culture. PPI network functional enrichment analysis (generated using 712
STRING) using DEGs with log2-fold changes of greater than 2 or less than -2. Nodes 713
represent the interacting proteins with lines r epresenting direct links. A colour key shows the 714
different networks. Up to four colours per node are shown. 715
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
34
716
Figure 5. HRV16 infection in 3D cultured primary bronchial epithelial tissues leads to 717
changes in the splicing of cilia-related genes. A. Pie chart of the relative proportions of 718
the various splicing events identified in 1469 single alternative splicing events identified 719
using SplAdder. B. Pathway analysis of the si gnificantly differentially spliced genes during 720
HRV16 infection in primary bronchial epithelial 3D cultures (p<0.05, student’s t-test, 2-tailed). 721
722
Figure 6. Representative changes in cilia-related RNA splicing using Sashimi plots. A. 723
Diagram of the structure of a cilium showing the positions of the proteins encoded by the 724
RNAs shown in B-D (generated using biorender: https://biorender.com). B-D. Sashimi plots 725
of read coverage across genes encoding B. RSPH1, C. IFT74, and D. TMEM67. Dark blue 726
lines, read coverage from mock-infected air- liquid interface cultures. Green lines, read 727
coverage from HRV16-infected air-liquid interface cultures. Blue lines and black arrows 728
beneath the Sashimi plots indicate skipped exons. 729
730
Figure 7. Cilia are reduced in number and in length due to HRV16 infection in 3D 731
cultured primary bronchial epithelial tissues. A. H&E-stained 3D air-liquid interface 732
culture grown for 4 weeks of mock-infected HBECs. A magnification of the upper surface of 733
the tissue is shown above the main image. B. H&E-stained 3D air-liquid interface culture of 734
HBECs grown for 4 weeks then infected with 3x10 6 pfu HRV16 for 48 hours. Scale 735
bars=50µm. A magnification of the upper surface of the tissue is shown above the main 736
image. C. Graph of quantification of cilia numbers in mock-infected and HRV16-infected 3D 737
cultures. D. Average cilium length on mock-infected and HRV16-infected 3D cutlures. 738
Counts were taken from five sections from each of three replicate tissues at 16, 24 and 48 739
hours post-infection. The data show the mean and standard error of the mean. Significant 740
statistical difference, *p=<0.05, **p,<0.005, ***p<0.0005 (students t-test, 2-tailed). 741
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
35
742
Figure 8. HRV16 infection of 3D cultured primary bronchial epithelial tissues leads to 743
decreased expression of the cilia proteins β -tubulin and TMEM67. Fluorescence 744
confocal microscopy image of HBEC 3D air-liqui d interface cultures grown for 4 weeks using 745
an antibody to detect β -tubulin in A. mock-infected (Control) and C. HRV16-infected 746
(HRV16: 3x10 6 pfu) tissues at 48 hours post-infection. B & D. The same images but with 747
DAPI staining added to show the cell nuclei in the tissues. Fluorescence confocal 748
microscopy image of an HBEC 3D air-liquid interface culture grown for 4 weeks using an 749
antibody to detect TMEM67 in E. mock-infected (Control) and G. HRV16-infected (HRV16: 750
3x106 pfu) tissues at 48 hours post-infection. F & H. The same images but with DAPI staining 751
added to show the cell nuclei in the tissues. Scale bars=20µm. I. Graph of the quantification 752
of staining intensity of the β -tubulin antibody over time in mock-infected (Control) and 753
HRV16-infected (HRV16) 3D HBEC cultures. J. Graph of the quantification of staining 754
intensity of the TMEM67 antibody over time in mock-infected (Control) and HRV16-infected 755
(HRV16) 3D HBEC cultures. The data show the mean and standard error of the mean from 5 756
sections from three separate air-liquid interf ace cultures. *p<0.01, **p<0.001, ***p<0.0001 757
(student’s t-test, 2-tailed). 758
759
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
36
References
760
761
1. Palmenberg AC, Spiro D, Kuzmickas R, Wang S, Djikeng A, Rathe JA, et al. 762
Sequencing and analyses of all known human rhinovirus genomes reveal structure and 763
evolution. Science. 2009;324(5923):55-9. Epub 20090212. doi: 10.1126/science.1165557. 764
PubMed PMID: 19213880; PubMed Central PMCID: PMCPMC3923423. 765
2. Royston L, Tapparel C. Rhinoviruses and Respiratory Enteroviruses: Not as Simple 766
as ABC. Viruses. 2016;8(1). Epub 20160111. doi: 10.3390/v8010016. PubMed PMID: 767
26761027; PubMed Central PMCID: PMCPMC4728576. 768
3. Jacobs SE, Lamson DM, St George K, Wals h TJ. Human rhinoviruses. Clin Microbiol 769
Rev. 2013;26(1):135-62. doi: 10.1128/cmr.00077-12. PubMed PMID: 23297263; PubMed 770
Central PMCID: PMCPMC3553670. 771
4. Drysdale SB, Mejias A, Ramilo O. Rhinovirus - not just the common cold. J Infect. 772
2017;74 Suppl 1:S41-s6. doi: 10.1016/s0163-4453(17)30190-1. PubMed PMID: 28646961. 773
5. Bizzintino JA, Bosco A, Currie A, Khoo S-K, Franks K, Oo S, et al. Gene 774
Coexpression Networks Underlying Acute Wheezing Illnesses in Young Children. B27 Viral 775
infection and pediatric asthma. 2015. p. A2638-A. 776
6. Oberg L, Bosco A, Israelsson E, Bizzintino J, Currie A, Khoo S-K, et al. Interferon 777
Type-I Gene Signature is Muted in Children with Human Rhinovirus-C Induced-Wheeze. 778
C32 Clinical Asthma II2015. p. A4180-A. 779
7. Khoo SK, Read J, Franks K, Zhang G, Bizzintino J, Coleman L, et al. Upper Airway 780
Cell Transcriptomics Identify a Major New Immunological Phenotype with Strong Clinical 781
Correlates in Young Children with Acute Wheezing. J Immunol. 2019;202(6):1845-58. Epub 782
2019/02/13. doi: 10.4049/jimmunol.1800178. PubMed PMID: 30745463. 783
8. Coleman LA, Khoo SK, Franks K, Prastanti F, Le Souëf P, Karpievitch YV, et al. 784
Personal Network Inference Unveils Heterogeneous Immune Response Patterns to Viral 785
Infection in Children with Acute Wheezing. J Pers Med. 2021;11(12). Epub 20211203. doi: 786
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
37
10.3390/jpm11121293. PubMed PMID: 34945765; PubMed Central PMCID: 787
PMCPMC8706513. 788
9. Watters K, Inankur B, Gardiner JC, Warrick J, Sherer NM, Yin J, Palmenberg AC. 789
Differential Disruption of Nucleocytoplasmic Trafficking Pathways by Rhinovirus 2A 790
Proteases. J Virol. 2017;91(8). Epub 2017/02/10. doi: 10.1128/jvi.02472-16. PubMed PMID: 791
28179529; PubMed Central PMCID: PMCPMC5375692. 792
10. Walker E, Jensen L, Croft S, Wei K, Fulcher AJ, Jans DA, Ghildyal R. Rhinovirus 16 793
2A Protease Affects Nuclear Localization of 3CD during Infection. J Virol. 794
2016;90(24):11032-42. Epub 2016/09/30. doi: 10.1128/jvi.00974-16. PubMed PMID: 795
27681132; PubMed Central PMCID: PMCPMC5126362. 796
11. Fitzgerald KD, Chase AJ, Cathcart AL, Tran GP, Semler BL. Viral proteinase 797
requirements for the nucleocytoplasmic relocalization of cellular splicing factor SRp20 during 798
picornavirus infections. J Virol. 2013;87(5):2390-400. Epub 2012/12/21. doi: 799
10.1128/jvi.02396-12. PubMed PMID: 23255796; PubMed Central PMCID: 800
PMCPMC3571363. 801
12. Gustin KE, Sarnow P. Effects of poliovirus infection on nucleo-cytoplasmic trafficking 802
and nuclear pore complex composition. EMBO J.. 2001;20(1-2):240-9. doi: 803
10.1093/emboj/20.1.240. PubMed PMID: 11226174; PubMed Central PMCID: 804
PMCPMC140206. 805
13. Cammas A, Pileur F, Bonnal S, Lewis SM, Lévêque N, Holcik M, Vagner S. 806
Cytoplasmic Relocalization of Heterogeneous Nuclear Ribonucleoprotein A1 Controls 807
Translation Initiation of Specific mRNAs. Mol Biol Cell. 2007;18(12):5048-59. doi: 808
10.1091/mbc.e07-06-0603. PubMed PMID: 17898077. 809
14. Flather D, Nguyen JHC, Semler BL, Gers hon PD. Exploitation of nuclear functions by 810
human rhinovirus, a cytoplasmic RNA virus. PLoS Pathog. 2018;14(8):e1007277. Epub 811
2018/08/25. doi: 10.1371/journal.ppat.1007277. PubMed PMID: 30142213; PubMed Central 812
PMCID: PMCPMC6126879. 813
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
38
15. Fitzgerald KD, Semler BL. Re-localizati on of cellular protein SRp20 during poliovirus 814
infection: bridging a viral IRES to the host cell translation apparatus. PLos Pathog. 815
2011;7:e1002127. 816
16. Long JC, Caceres JF. The SR protein family of splicing factors: master regulators of 817
gene expression. Biochem J. 2009;417(1):15-27. 818
17. Manley JL, Krainer AR. A rational nomenclature for serine/arginine-rich protein 819
splicing factors (SR proteins). Genes Dev. 2010;24:1073-4. 820
18. Ohno K, Takeda JI, Masuda A. Rules and tools to predict the splicing effects of 821
exonic and intronic mutations. Wiley Interdiscip Rev RNA. 2018;9(1). Epub 20170926. doi: 822
10.1002/wrna.1451. PubMed PMID: 28949076. 823
19. Black DL. Mechanisms of alternative pre-messenger RNA splicing. Annu Rev 824
Biochem. 2003;72:291-336. 825
20. Issouf M, Vargas A, Boivin R, Lavoie JP. SRSF6 is upregulated in asthmatic horses 826
and involved in the MYH11 SMB expression. Physiol Rep. 2018;6(20):e13896. doi: 827
10.14814/phy2.13896. PubMed PMID: 30350466; PubMed Central PMCID: 828
PMCPMC6198134. 829
21. Graham SV, Faizo AAA. C ontrol of human papillomavirus gene expression by 830
alternative splicing. Virus Res. 2017;231:83-95. Epub 20161117. doi: 831
10.1016/j.virusres.2016.11.016. PubMed PMID: 27867028; PubMed Central PMCID: 832
PMCPMC5335905. 833
22. Tazi J, Bakkour N, Marchand V, Ayadi L, Aboufirassi A, Branlant C. Alternative 834
splicing: regulation of HIV-1 multiplication as a target for therapeutic action. FEBS J. 835
2010;277:867-76. 836
23. Esparza M, Bhat P, Fontoura BM. Viral- host interactions during splicing and nuclear 837
export of influenza virus mRNAs. Curr Opin Virol. 2022;55:101254. Epub 20220729. doi: 838
10.1016/j.coviro.2022.101254. PubMed PMID: 35908311; PubMed Central PMCID: 839
PMCPMC9945342. 840
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
39
24. Kamel W, Ruscica V, Embarc-Buh A, de Laurent ZR, Garcia-Moreno M, 841
Demyanenko Y, et al. Alphavirus infection tri ggers selective cytoplasmic translocation of 842
nuclear RBPs with moonlighting antiviral roles. Mol Cell. 2024;84(24):4896-911.e7. Epub 843
20241211. doi: 10.1016/j.molcel.2024.11.015. PubMed PMID: 39642884. 844
25. Kim J, Park RY, Chen JK, Kim J, Jeong S, Ohn T. Splicing factor SRSF3 represses 845
the translation of programmed cell death 4 mRNA by associating with the 5'-UTR region. 846
Cell Death Differ. 2014;21(3):481-90. Epub 20131129. doi: 10.1038/cdd.2013.171. PubMed 847
PMID: 24292556; PubMed Central PMCID: PMCPMC3921596. 848
26. Sanford JR, Gray NK, Beckman K, Càceres JF. A novel role for shuttling SR proteins 849
in mRNA translation. Genes Dev. 2004;18:755-68. 850
27. Patel M, Sachidanandan M, Adnan M. Serine arginine protein kinase 1 (SRPK1): a 851
moonlighting protein with theranostic ability in cancer prevention. Mol Biol Rep. 852
2019;46(1):1487-97. Epub 20181208. doi: 10.1007/s11033-018-4545-5. PubMed PMID: 853
30535769. 854
28. Nousiainen L, Sillanpää M, Jiang M, Thompson J, Taipale J, Julkunen I. Human 855
kinome analysis reveals novel kinases contri buting to virus infection and retinoic-acid 856
inducible gene I-induced type I and type III IFN gene expression. Innate Immun. 857
2013;19(5):516-30. Epub 20130212. doi: 10.1177/1753425912473345. PubMed PMID: 858
23405030. 859
29. Giannakouros T, Nikolakaki E, Mylonis I, Georgatsou E. Serine-arginine protein 860
kinases: a small protein kinase family with a large cellular presence. FEBS J. 861
2011;278(4):570-86. doi: 10.1111/j.1742-4658.2010.07987.x. 862
30. Aubol BE, Wu G, Keshwani MM, Movassat M, Fattet L, Hertel KJ, et al. Release of 863
SR Proteins from CLK1 by SRPK1: A Symbiotic Kinase System for Phosphorylation Control 864
of Pre-mRNA Splicing. Mol Cell. 2016;63(2):218-28. Epub 20160707. doi: 865
10.1016/j.molcel.2016.05.034. PubMed PMID: 27397683; PubMed Central PMCID: 866
PMCPMC4941815. 867
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
40
31. Yun CY, Fu XD. Conserved SR protein ki nase functions in nuclear import and its 868
action is counteracted by arginine methylati on in Saccharomyces cerevisiae. J Cell Biol. 869
2000;150(4):707-18. doi: 10.1083/jcb.150.4.707. PubMed PMID: 10952997; PubMed Central 870
PMCID: PMCPMC2175287. 871
32. Lai MC, Lin RI, Huang SY, Tsai CW, Tarn WY. A human importin-beta family protein, 872
transportin-SR2, interacts with the phosphorylat ed RS domain of SR proteins. J Biol Chem. 873
2000;275(11):7950-7. doi: 10.1074/jbc.275.11.7950. PubMed PMID: 10713112. 874
33. Nikolakaki E, Sigala I, Giannakouros T. Good Cop, Bad Cop: The Different Roles of 875
SRPKs. Front Genet. 2022;13:902718. Epub 20220602. doi: 10.3389/fgene.2022.902718. 876
PubMed PMID: 35719374; PubMed Central PMCID: PMCPMC9202992. 877
34. Zhou Z, Qiu J, Liu W, Zhou Y, Plocinik Ryan M, Li H, et al. The Akt-SRPK-SR Axis 878
Constitutes a Major Pathway in Transducing EGF Signaling to Regulate Alternative Splicing 879
in the Nucleus. Mol Cell. 2012;47(3):422-33. doi: 880
https://doi.org/10.1016/j.molcel.2012.05.014. 881
35. Lai M-C, Lin R-I, Huang S-Y, Tsai C-W, Tarn W-Y. A Human Importin- β Family 882
Protein, Transportin-SR2, Interacts with the Phosphorylated RS Domain of SR Proteins. J 883
Biol Chem. 2000;275(11):7950-7. doi: 10.1074/jbc.275.11.7950. 884
36. Michlewski G, Sanford JR, Cbceres JF. The Splicing Factor SF2/ASF Regulates 885
Translation Initiation by Enhancing Phosphorylation of 4E-BP1. Mol Cell. 2008;30(2):179-89. 886
37. Howard JM, Sanford JR. The RNAissance family: SR proteins as multifaceted 887
regulators of gene expression. Wiley Interdis ciplinary Rev: RNA. 2015;6(1):93-110. doi: 888
10.1002/wrna.1260. 889
38. Hanamura A, Càceres JF, Mayeda A, Franza BR, Krainer AR. Regulated tissue-890
specific expression of antagonistic pre-mRNA splicing factors. RNA. 1998;4:430-44. 891
39. Proud D, Turner RB, Winther B, Wiehler S, Tiesman JP, Reichling TD, et al. Gene 892
expression profiles during in vivo human rhinovir us infection: insights into the host response. 893
Am J Respir Crit Care Med. 2008;178(9):962-8. 894
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
41
40. Chen Y, Hamati E, Lee PK, Lee WM, Wachi S, Schnurr D, et al. Rhinovirus induces 895
airway epithelial gene expression through double-stranded RNA and IFN-dependent 896
pathways. Am J Respir Cell Mol Biol. 2006;34(2):192-203. Epub 20051006. doi: 897
10.1165/rcmb.2004-0417OC. PubMed PMID: 16210696; PubMed Central PMCID: 898
PMCPMC2644182. 899
41. Bai J, Smock SL, Jackson GR, Jr., MacIsaac KD, Huang Y, Mankus C, et al. 900
Phenotypic Responses of Differentiated Asthmatic Human Airway Epithelial Cultures to 901
Rhinovirus. PLOS ONE. 2015;10(2):e0118286. doi: 10.1371/journal.pone.0118286. 902
42. Kim TK, Bheda-Malge A, Lin Y, Sreekrishna K, Adams R, Robinson MK, et al. A 903
systems approach to understanding human rhinovirus and influenza virus infection. Virology. 904
2015;486:146-57. Epub 20151006. doi: 10.1016/j.virol.2015.08.014. PubMed PMID: 905
26437235; PubMed Central PMCID: PMCPMC7111289. 906
43. Ong HH, Andiappan AK, Duan K, Lum J, Liu J, Tan KS, et al. Transcriptomics of 907
rhinovirus persistence reveals sustained expression of RIG-I and interferon-stimulated genes 908
in nasal epithelial cells in vitro. Allergy. 2022;n/a(n/a). doi: https://doi.org/10.1111/all.15280. 909
44. Lei C, Yang J, Hu J, Sun X. On the Calculation of TCID(50) for Quantitation of Virus 910
Infectivity. Virol Sin. 2021;36(1):141-4. Epub 20200526. doi: 10.1007/s12250-020-00230-5. 911
PubMed PMID: 32458296; PubMed Central PMCID: PMCPMC7973348. 912
45. Kim D, Paggi JM, Park C, Bennett C, Salzberg SL. Graph-based genome alignment 913
and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol. 2019;37(8):907-15. Epub 914
20190802. doi: 10.1038/s41587-019-0201-4. PubMed PMID: 31375807; PubMed Central 915
PMCID: PMCPMC7605509. 916
46. Liao Y, Smyth GK, Shi W. featureCounts: an efficient general purpose program for 917
assigning sequence reads to genomic features. Bioinformatics. 2014;30(7):923-30. Epub 918
20131113. doi: 10.1093/bioinformatics/btt656. PubMed PMID: 24227677. 919
47. Kahles A, Ong CS, Zhong Y, Rätsch G. SplAdder: identification, quantification and 920
testing of alternative splicing events from RNA-Seq data. Bioinformatics. 2016;32(12):1840-921
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
42
7. Epub 2016/02/14. doi: 10.1093/bioinformatics/btw076. PubMed PMID: 26873928; 922
PubMed Central PMCID: PMCPMC4908322. 923
48. Liao Y, Wang J, Jaehnig EJ, Shi Z, Zhang B. WebGestalt 2019: gene set analysis 924
toolkit with revamped UIs and APIs. Nucleic Acids Res. 2019;47(W1):W199-w205. doi: 925
10.1093/nar/gkz401. PubMed PMID: 31114916; PubMed Central PMCID: 926
PMCPMC6602449. 927
49. Katz Y, Wang ET, Silterra J, Schwartz S, Wong B, Thorvaldsdóttir H, et al. 928
Quantitative visualization of alternative exon expression from RNA-seq data. Bioinformatics. 929
2015;31(14):2400-2. Epub 20150122. doi: 10.1093/bioinformatics/btv034. PubMed PMID: 930
25617416; PubMed Central PMCID: PMCPMC4542614. 931
50. Khoo S-K, Read J, Franks K, Zhang G, Bizzintino J, Coleman L, et al. Airway IRF7 hi 932
versus IRF7 lo molecular response patterns determine clinical phenotypes in children with 933
acute wheezing. J Immunol. 2019; 202(6):1845-1858. doi: 10.4049/jimmunol.1800178. 934
PubMed PMID: 30745463 935
51. Dunn EF, Connor JH. HijAkt: The PI3K/Akt pathway in virus replication and 936
pathogenesis. Prog Mol Biol Transl Sci. 2012;106:223-50. doi: 10.1016/b978-0-12-396456-937
4.00002-x. PubMed PMID: 22340720; PubMed Central PMCID: PMCPMC7149925. 938
52. Bates DO, Morris JC, Oltean S, Donaldson LF. Pharmacology of Modulators of 939
Alternative Splicing. Pharmacol Rev. 2017;69(1):63-79. doi: 10.1124/pr.115.011239. 940
PubMed PMID: 28034912; PubMed Central PMCID: PMCPMC5226212. 941
53. Änkö M-L, Müller-McNicoll M, Brandl H, Curk T, Gorup C, Henry I, et al. The RNA-942
binding landscape of two SR proteins reveal unique function s and bidning to diverse RNA 943
classes. Genome Biol. 2012;13:R17. 944
54. Bedard KM, Daijogo S, Semler BL. A nucleo-cytoplasmic SR protein functions in viral 945
IRES-mediated translation initiation. EMBO J. 2007;26(2):459-67. Epub 20061221. doi: 946
10.1038/sj.emboj.7601494. PubMed PMID: 17183366; PubMed Central PMCID: 947
PMCPMC1783453. 948
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
43
55. Duval K, Grover H, Han LH, Mou Y, Pegoraro AF, Fredberg J, Chen Z. Modeling 949
Physiological Events in 2D vs. 3D Cell Cultur e. Physiology (Bethesda). 2017;32(4):266-77. 950
doi: 10.1152/physiol.00036.2016. PubMed PMID: 28615311; PubMed Central PMCID: 951
PMCPMC5545611. 952
56. Murray LM, Thillaiyampalam G, Xi Y, Cristino AS, Upham JW. Whole transcriptome 953
analysis of high and low IFN- α producers reveals differential response patterns following 954
rhinovirus stimulation. Clin Transl Im munol. 2021;10(11):e1356. Epub 2021/12/07. doi: 955
10.1002/cti2.1356. PubMed PMID: 34868584; PubMed Central PMCID: PMCPMC8599968. 956
57. Chang EH, Pouladi N, Guerra S, Jandova J, Kim A, Li H, et al. Epithelial cell 957
responses to rhinovirus identify an early-life-onset asthma phenotype in adults. J Allergy Clin 958
Immunol. 2022;150(3):604-11. Epub 20220331. doi: 10.1016/j.jaci.2022.03.020. PubMed 959
PMID: 35367470; PubMed Central PMCID: PMCPMC9463086. 960
58. Michi AN, Love ME, Proud D. Rhinovirus-Induced Modulation of Epithelial 961
Phenotype: Role in Asthma. Viruses. 2020;12(11). Epub 20201119. doi: 962
10.3390/v12111328. PubMed PMID: 33227953; PubMed Central PMCID: 963
PMCPMC7699223. 964
59. Wheway G, Lord J, Baralle D. Splicing in the pathogenesis, diagnosis and treatment 965
of ciliopathies. Biochim Biophys Acta Gene Regul Mech. 2019;1862(11-12):194433. Epub 966
20191104. doi: 10.1016/j.bbagrm.2019.194433. PubMed PMID: 31698098. 967
60. Onoufriadis A, Shoemark A, Schmidts M, Patel M, Jimenez G, Liu H, et al. Targeted 968
NGS gene panel identifies mutations in RSPH1 causing primary ciliary dyskinesia and a 969
common mechanism for ciliary central pair agene sis due to radial spoke defects. Hum Mol 970
Genet. 2014;23(13):3362-74. Epub 20140211. doi: 10.1093/hmg/ddu046. PubMed PMID: 971
24518672; PubMed Central PMCID: PMCPMC4049301. 972
61. Bakey Z, Cabrera OA, Hoefele J, Antony D, Wu K, Stuck MW, et al. IFT74 variants 973
cause skeletal ciliopathy and motile cilia defects in mice and humans. PLoS Genet. 974
2023;19(6):e1010796. Epub 20230614. doi: 10.1371/journal.pgen.1010796. PubMed PMID: 975
37315079; PubMed Central PMCID: PMCPMC10298753. 976
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
44
62. Collin GB, Won J, Hicks WL, Cook SA, Nishina PM, Naggert JK. Meckelin is 977
necessary for photoreceptor intraciliary transport and outer segment morphogenesis. Invest 978
Ophthalmol Vis Sci. 2012;53(2):967-74. Epub 20120223. doi: 10.1167/iovs.11-8766. 979
PubMed PMID: 22247471; PubMed Central PMCID: PMCPMC3317434. 980
63. Singhania A, Rupani H, Jayasekera N, Lumb S, Hales P, Gozzard N, et al. Altered 981
Epithelial Gene Expression in Peripheral Airways of Severe Asthma. PLoS One. 982
2017;12(1):e0168680. Epub 20170103. doi: 10.1371/journal.pone.0168680. PubMed PMID: 983
28045928; PubMed Central PMCID: PMCPMC5207492. 984
64. Lee KM, Wu CC, Fan YT, Chiang HJ, Lien PY, Wang JP, et al. Subversion of 985
phosphorylated SR proteins by enterovirus A71 in IRES-dependent translation revealed by 986
RNA-interactome analysis. PLoS Pathog. 2025;21(6):e1013242. Epub 20250616. doi: 987
10.1371/journal.ppat.1013242. PubMed PMID: 40522993; PubMed Central PMCID: 988
PMCPMC12193706. 989
65. Fukuhara T, Hosoya T, Shimizu S, Sumi K, Oshiro T, Yoshinaka Y, et al. Utilization 990
of host SR protein kinases and RNA-splicing mach inery during viral replication. Proc Natl 991
Acad Sci U S A. 2006;103(30):11329-33. Epub 20060713. doi: 10.1073/pnas.0604616103. 992
PubMed PMID: 16840555; PubMed Central PMCID: PMCPMC1544086. 993
66. Karakama Y, Sakamoto N, Itsui Y, Nakagawa M, Tasaka-Fujita M, Nishimura-994
Sakurai Y, et al. Inhibition of hepatitis C virus replication by a specific inhibitor of serine-995
arginine-rich protein kinase. Antimicr ob Agents Chemother. 2010;54(8):3179-86. Epub 996
20100524. doi: 10.1128/aac.00113-10. PubMed PMID: 20498328; PubMed Central PMCID: 997
PMCPMC2916360. 998
67. Yaron TM, Heaton BE, Levy TM, Johnson JL, Jordan TX, Cohen BM, et al. Host 999
protein kinases required for SARS-CoV-2 nucleocapsid phosphorylation and viral replication. 1000
Science Signaling. 2022;15(757):eabm0808. doi: doi:10.1126/scisignal.abm0808. 1001
68. Faizo AAA, Bellward C, Hernandez-Lopez HR, Stevenson A, Gu Q, Graham SV. The 1002
splicing factor kinase, SR protein kinase 1 (SRPK1) is essential for late events in the human 1003
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
45
papillomavirus life cycle. PLoS Pathog. 2025;21(4):e1012697. Epub 20250409. doi: 1004
10.1371/journal.ppat.1012697. PubMed PMID: 40203066. 1005
69. Takamatsu Y, Krähling V, Kolesnikova L, Halwe S, Lier C, Baumeister S, et al. 1006
Serine-Arginine Protein Kinase 1 Regulates Ebola Virus Transcription. mBio. 2020;11(1). 1007
Epub 20200225. doi: 10.1128/mBio.02565-19. PubMed PMID: 32098814; PubMed Central 1008
PMCID: PMCPMC7042693. 1009
70. Zheng Y, Fu XD, Ou JH. Suppression of hepatitis B virus replication by SRPK1 and 1010
SRPK2 via a pathway independent of the phosphorylation of the viral core protein. Virology. 1011
2005;342(1):150-8. Epub 20050824. doi: 10.1016/j.virol.2005.07.030. PubMed PMID: 1012
16122776. 1013
71. Chen Q, Tan KS, Liu J, Ong HH, Zhou S, Huang H, et al. Host Antiviral Response 1014
Suppresses Ciliogenesis and Motile Ciliary Functions in the Nasal Epithelium. Front Cell Dev 1015
Biol. 2020;Volume 8 - 2020. doi: 10.3389/fcell.2020.581340. 1016
72. Zhou Z, Fu X-D. Regulation of splicing by SR proteins and SR protein-specific 1017
kinases. Chromosoma. 2013;122(3):191-207. doi: 10.1007/s00412-013-0407-z. 1018
73. Eperon IC, Makarova OV, Mayeda A, Munroe SH, Caceres JF, Hayward DG, Krainer 1019
AR. Selection of alternative 5' splice sites: role of U1 snRNP and models for the antagonistic 1020
effects of SF2/ASF and hnRNP A1. Mol Cell Biol. 2000;20(2):8303-18. 1021
1022
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
.CC-BY 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 26, 2025. ; https://doi.org/10.1101/2025.08.26.672366doi: bioRxiv preprint
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.