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Functional significance and regulation of the reproductive 'transferome'

Lead Research Organisation: University of East Anglia
Department Name: Biological Sciences

Abstract

Even very simple creatures need to co-ordinate their activities. For example, the sea anemone has a simple net of connected neurons with which it can control the movements within its body wall. As organisms increase in complexity, there are ever more examples where coordinated control of bodily processes is required. We often know a lot about how individual components in these systems might function. However, we have a serious lack of knowledge about how groups of gene products are controlled in the highly precise and flexible way they often are. This is systems biology and is recognized as an increasingly important way in which to understand the complex world around us.

Our focus is on a group of vitally important semen proteins transferred along with sperm - the 'transferome'. It has been realized for many decades seminal fluid proteins are far more than a simple sperm buffer. In fact they can cause profoundly important effects on female behaviour and physiology. These effects have been best studied in the fruitfly, which we use as the model system here. However, similar effects are also seen across a huge variety of animal taxa. It has been reported recently that the transfer of seminal fluid proteins by human males causes changes in the expression of immune genes in the female cervix. This is thought to prepare the womb for implantation as well as protecting against sexually transmitted infections.

In the fruitfly there are about 130 semen proteins making up the transferome. They are made mostly in the male accessory glands (the fly equivalent of the human male prostate) the ejaculatory ducts and a few in the testes. They result in a huge variety of vitally important effects: they cause females to lay more eggs, to eat more (and of different types of foods), to be less sexually receptive to males, to switch on immune genes, to retain more sperm in storage, to show altered patterns of water balance and to sleep less!

We also know from our own work that males can respond in a highly sophisticated and individually flexible manner to their social and sexual environment. When males are exposed to rivals they mate for longer when they meet a female and transfer more transferome components during those longer matings. This results in a higher number of offspring. Furthermore, there is recent evidence to show that the composition of the transferome can change in response to social context.

Despite the importance of the transferome to both males and females and its high degree of flexibility, we know next to nothing about how it is controlled. However, we have gathered strong background data and have excellent experimental tools in the fruitfly to tackle this omission, giving us a unique and unparalleled opportunity to investigate for the first time the control of this complex and important system.

We hypothesise that an effective way to regulate 130 individual components of the transferome is to manage them in 'sets' controlled by the same activator / inactivator. This facilitates the quick and co-ordinated release of groups of substances as soon as they are required, rather than trying to make them all individually from scratch.

We predict that this level of control is achieved in practice by transcription factors that turn on the expression of genes and by different types of small RNAs that then bind to, repress and 'manage' gene sets. Our investigations provide strong evidence that is consistent with these predictions. What we propose here are important tests of these ideas by experimentally altering directly these different types of gene regulation and testing the effects on the control and function of the transferome. This will elucidate how it is that the transferome can be regulated with robustness, precision and flexibility.

Technical Summary

The reproductive transferome comprises the extracellular non-sperm molecules transferred during mating. These cause a remarkable remodelling of female behaviour, physiology and gene expression. Recent work shows that transferome quantity and composition can be modified according to the socio-sexual context. Such responses are highly precise, robust and flexible and result in significant fitness effects.

However, despite significant research into the functions and fitness effects of transferome components, we know very little about how the genes that encode them are regulated.

The aim is to address this omission by providing the first system-wide and hypothesis-driven investigation into the regulation of the reproductive transferome.

The work will elucidate in general terms how evolutionary robustness and flexibility can be conferred by specific regulatory features.

Our proof-of-principle research predicts that transferome genes are regulated in a highly structured way by transcription factors, microRNAs and other small RNA regulatory elements. Sets of genes show evidence of shared regulation at the 5', 3' or both gene regions, and differences in the number / type of shared regulatory sequences. The data suggest novel regulatory 'hubs' that control distinct sets of transcripts.

We will manipulate global regulators - transcription factors, microRNA (Drosha, Dicer-1) and small interfering RNA (Dicer-2) biogenesis components - and test the effect on the regulation of transferome gene expression by using simultaneous mRNA and small RNA sequencing on the same biological samples. We will also test the phenotypic effects of these manipulations on the ability of the transferome to respond effectively to the social environment.

These experiments will show whether the diversity of regulatory mechanisms confers stability and flexibility on the composition of the transferome - giving general insight into the control of fundamentally important gene network.

Planned Impact

1. WHO WILL BENEFIT FROM THIS RESEARCH

We anticipate 4 main areas for potential impact:
1. Regulation of biological systems. We perceive significant general interest in terms of systems biology. The observed level of regulatory control that is evident in the reproductive transferome in response to the environment predicts that it exhibits robust, sophisticated, tight yet flexible regulation. There is intense interest in understanding how biological systems can exhibit these characteristics. We hypothesise that efficient regulation can be achieved through management of transcription factor generated mRNAs by post-transcriptional regulation by small RNAs. Our bioinformatic analyses conducted for this proposal support this scenario and also give evidence for putative miRNA regulatory hubs to control distinct gene sets, facilitating the modulation of the absolute and relative level of transferome components. We therefore have an unparalleled opportunity to reveal the mechanisms that confer both stability and the ability to make precise adjustments to ejaculate composition, and finally, to understand the regulation of an entire gene network.
2. Sexual interactions. The interplay between males and females is a complex and powerful evolutionary force. Such interactions can be co-operative or conflicting. There is intuitive appeal in the study of reproductive adaptations that can be good for males and bad for females, and vice versa. This is a topic that catches the public interest.
3. Husbandry practices for insect control: There is an applied context of this research in terms of the husbandry of insect pests that are mass reared for control. This is being explored through the applied partnerships described above, and also in a new NERC quota studentship (supervisor TC).
4. Communication between signals and receivers: The way in which signals are generated and received is a topic of broad importance and also of public interest.

The main beneficiaries are:
1. Academia: we aim to maximise impact of the research through open access papers, reviews, commentaries, lab research web sites etc. For this project, we plan a research blog to which the research team would contribute in turn.
2. Private sector: we are investigating the potential for conflicts of interest to impact upon husbandry and rearing regimes of insects used for pest control. We have already developed in the private sector the application of knowledge to fruitfly pests in two NERC-funded CASE studentships together with Oxford insect technologies (Oxitec).
3. General public, schools: We have recently devised new exhibition materials for open days and visit days at UEA. We aim to develop teaching resources for use in the Teacher Scientist Network (TSN) scheme. Here we will build models of the different level of gene regulation and see which of them results in greatest stability and co-ordination. Together with our engagement Director in the School, we are tailoring these resources to the National Science Curriculum, for taking into schools via the TSN.

2. HOW WILL THEY BENEFIT FROM THIS RESEARCH
The beneficiaries named above will benefit through:

1. Increased economic competitiveness of UK plc through increased visibility of research outputs and increased engagement with the private sector.
2. Enhanced effectiveness in the transmission of research findings through the academic community.
3. Increased learning and awareness (through school visits) of the opportunities, relevance and range career choices available through academia.
4. An increased range of career options through training in media, communication, business and private sector practices, which could be employed in a range of employment sectors.

Publications

10 25 50
 
Description We have discovered that male fruitflies use a robust and ingenious system to detect their mating rivals and respond appropriately to them. They use a combination of sensory inputs in order to detect their rivals and initiate investment in making more structural components of their ejaculates. The way that they do this involves redundancy, which conforms to a type of model known as an artificial neural network. The use of such a system allows males to assess their environments and separate out noise from true signal in a very efficient manner. There is evidence that there are key hubs that control this system and we are investigating the effect of manipulating them on the ability of males of detect rivals as well as probing the underlying mechanisms involved. We have discovered new ways to measure this using bioinformatics and have developed new molecular tools to reveal the profiles of the small RNAs that are important in mating responses.

The following publications are arising from this work:

Fowler EK, Bradbury T, Moxon S, Chapman T. (2020) Sex-specific transcriptional responses to mating in D. melanogaster. Scientific Reports, in press.

Dore AA, Bretman A & Chapman T. (2020) Fitness consequences of redundant cues of competition in male D. melanogaster. Ecology and Evolution, accepted.
Exploitation Route The work will feed into future grant funding and will also be of use to others researching how behavioural noise is integrated into hard information. The work is also relevant to understanding how males maintain fertility and the role of gene regulation in maintaining male reproductive success.
Sectors Environment

 
Description BBSRC DTP studentship to T Chapman and W Haerty on sexual detection - social responses in fruitflies
Amount £100,000 (GBP)
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 09/2019 
End 09/2023
 
Description I see / smell / touch / hear and therefore I am: sex differences in perception alter survival and reproduction
Amount £643,797 (GBP)
Funding ID BB/W005174/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2022 
End 03/2025
 
Description NERC Standard Researc Grant
Amount £530,000 (GBP)
Funding ID NE/R000891/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 08/2017 
End 08/2020
 
Description The role of transposable elements in generating functional diversity
Amount £450,024 (GBP)
Funding ID BB/R017174/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 09/2018 
End 09/2022
 
Description measure for measure: female responses to the social and sexual environment.
Amount £430,886 (GBP)
Funding ID NE/R000891/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 08/2017 
End 09/2021
 
Description microRNAs as agents of sexual conflict and cooperation
Amount £200,000 (GBP)
Funding ID RPG-2018-078 
Organisation The Leverhulme Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 02/2019 
End 01/2022
 
Title Revealing small RNA populations using blocking oligos 
Description We developed a method to use blocking oligonucleotides to soak up abundant ribosomal RNAs that sometime swamp small RNA sequencing libraries. The use of these allows the underlying small RNAs to emerge and to be compared. 
Type Of Material Technology assay or reagent 
Year Produced 2018 
Provided To Others? Yes  
Impact None yet, but we hope that this method may be adopted and will facilitate comparative analysis of small RNAs. 
 
Title Data from: Control of seminal fluid protein expression via regulatory hubs in D. melanogaster 
Description Highly precise, yet flexible and responsive co-ordination of expression across groups of genes underpins the integrity of many vital functions. However, our understanding of gene regulatory networks (GRNs) is often hampered by the lack of experimentally tractable systems, by significant computational challenges derived from the large number of genes involved or from difficulties in the accurate identification and characterization of gene interactions. Here we used a tractable experimental system in which to study GRNs: the genes encoding the seminal fluid proteins that are transferred along with sperm (the 'transferome') in D. melanogaster fruit flies. The products of transferome genes are core determinants of reproductive success and, to date, only transcription factors have been implicated in the modulation of their expression. Hence, as yet, we know nothing about the post-transcriptional mechanisms underlying the tight, responsive and precise regulation of this important gene set. We investigated this omission in the current study. We first used bioinformatics to identify potential regulatory motifs that linked the transferome genes in a putative interaction network. This predicted the presence of putative microRNA 'hubs'. We then tested this prediction, that post-transcriptional regulation is important for the control of transferome genes, by knocking down miRNA expression in adult males. This abolished the ability of males to respond adaptively to the threat of sexual competition, indicating a regulatory role for miRNAs in the regulation of transferome function. Further bioinformatics analysis then identified candidate miRNAs as putative regulatory hubs and evidence for variation in the strength of miRNA regulation across the transferome gene set. The results revealed regulatory mechanisms that can underpin robust, precise and flexible regulation of multiple fitness-related genes. They also help to explain how males can adaptively modulate ejaculate composition 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.fm15b38
 
Title Data from: Fitness consequences of redundant cues of competition in male D. melanogaster 
Description Phenotypic plasticity can allow animals to adapt their behaviour, such as their mating effort, to their social and sexual environment. However, this relies on the individual receiving accurate and reliable cues of the environmental conditions. This can be achieved via the receipt of multimodal cues, which may provide redundancy and robustness. Male Drosophila melanogaster detect presence of rivals via combinations of any two or more redundant cue components (sound, smell and touch) and respond by extending their subsequent mating duration, which is associated with higher reproductive success. Although alternative combinations of cues of rival presence have previously been found to elicit equivalent increases in mating duration and offspring production, their redundancy in securing success under sperm competition has not previously been tested. Here, we explicitly test this by exposing male D. melanogaster to alternative combinations of rival cues, and examine reproductive success in both the presence and absence of sperm competition. The results supported previous findings of redundancy of cues in terms of behavioural responses. However, there was no evidence of reproductive benefits accrued by extending mating duration in response to rivals. The lack of identifiable fitness benefits of longer mating under these conditions, both in the presence and absence of sperm competition, contrasted with some previous results, but could be explained by: 1) damage sustained from aggressive interactions with rivals leading to reduced ability to increase ejaculate investment, 2) presence of features of the social environment, such as male and female mating status, that obscured the fitness benefits of longer mating, 3) decoupling of behavioural investment with fitness benefits. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL http://datadryad.org/stash/dataset/doi:10.5061/dryad.v9s4mw6rt
 
Title Data from: Resource limitation and responses to rivals in males of the fruit fly Drosophila melanogaster 
Description Diet has a profound direct and indirect effect on reproductive success in both sexes. Variation in diet quality and quantity can significantly alter the capacity of females to lay eggs and of males to deliver courtship. Here, we tested the effect of dietary resource limitation on the ability of male Drosophila melanogaster to respond adaptively to rivals by extending their mating duration. Previous work carried out under ad libitum diet conditions showed that males exposed to rivals prior to mating significantly extend mating duration, transfer more ejaculate proteins and achieve higher reproductive success. Such adaptive responses are predicted to occur because male ejaculate production may be limited. Hence, ejaculate resources require allocation across different reproductive bouts, to balance current vs. future reproductive success. However, when males suffer dietary limitation, and potentially have fewer reproductive resources to apportion, we expect adaptive allocation of responses to rivals to be minimized. We tested this prediction and found that males held on agar-only diets for 5-7 days lost the ability to extend mating following exposure to rivals. Interestingly, extended mating was retained in males held on low yeast/sugar: no sugar/yeast diet treatments, but was mostly lost when males were maintained on 'imbalanced' diets in which there was high yeast: no sugar and vice versa. Overall, the results show that males exhibit adaptive responses to rivals according to the degree of dietary resource limitation and to the ratio of individual diet components. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.b0314
 
Title Data from: Sexual conflict over remating interval is modulated by the sex peptide pathway 
Description Sexual conflict, in which the evolutionary interests of males and females diverge, shapes the evolution of reproductive systems across diverse taxa. Here, we used the fruit fly to study sexual conflict in natural, three-way interactions comprising a female, her current and previous mates. We manipulated the potential for sexual conflict by using sex peptide receptor (SPR) null females and by varying remating from 3 to 48 h, a period during which natural rematings frequently occur. SPR-lacking females do not respond to sex peptide (SP) transferred during mating and maintain virgin levels of high receptivity and low fecundity. In the absence of SPR, there was a convergence of fitness interests, with all individuals gaining highest productivity at 5 h remating. This suggests that the expression of sexual conflict was reduced. We observed an unexpected second male-specific advantage to early remating, resulting from an increase in the efficiency of second male sperm use. This early window of opportunity for exploitation by second males depended on the presence of SPR. The results suggest that the SP pathway can modulate the expression of sexual conflict in this system, and show how variation in the selective forces that shape conflict and cooperation can be maintained. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.h5346
 
Title Data from: The role of species-specific sensory cues in male responses to mating rivals in Drosophila melanogaster fruitflies 
Description Complex sets of cues can be important in recognising and responding to conspecific mating competitors and avoiding potentially costly heterospecific competitive interactions. Within Drosophila. melanogaster, males can detect sensory inputs from conspecifics to assess the level of competition. They respond to rivals by significantly extending mating duration and gain significant fitness benefits from doing so. Here, we tested the idea that the multiple sensory cues used by D. melanogaster males to detect conspecifics also function to minimise 'off-target' responses to heterospecific males that they might encounter (D. simulans, D. yakuba. D. pseudoobscura or D. virilis). Focal D. melanogaster males exposed to D. simulans or D. pseudoobscura subsequently increased mating duration, but to a lesser extent than following exposure to conspecific rivals. The magnitude of rivals responses expressed by D. melanogaster males did not align with genetic distance between species and none of the sensory manipulations caused D. melanogaster to respond to males of all other species tested. However, when we removed or provided 'false' sensory cues, D. melanogaster males became more likely to show increased mating duration responses to heterospecific males. We suggest that benefits of avoiding inaccurate assessment of the competitive environment may shape the evolution of recognition cues. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://datadryad.org/stash/dataset/doi:10.5061/dryad.4vs00
 
Title Tables S1, S2 from Control of seminal fluid protein expression via regulatory hubs in Drosophila melanogaster 
Description Highly precise, yet flexible and responsive coordination of expression across groups of genes underpins the integrity of many vital functions. However, our understanding of gene regulatory networks (GRNs) is often hampered by the lack of experimentally tractable systems, by significant computational challenges derived from the large number of genes involved or from difficulties in the accurate identification and characterization of gene interactions. Here we used a tractable experimental system in which to study GRNs: the genes encoding the seminal fluid proteins that are transferred along with sperm (the 'transferome') in Drosophila melanogaster fruit flies. The products of transferome genes are core determinants of reproductive success and, to date, only transcription factors have been implicated in the modulation of their expression. Hence, as yet, we know nothing about the post-transcriptional mechanisms underlying the tight, responsive and precise regulation of this important gene set. We investigated this omission in the current study. We first used bioinformatics to identify potential regulatory motifs that linked the transferome genes in a putative interaction network. This predicted the presence of putative microRNA 'hubs'. We then tested this prediction, that post-transcriptional regulation is important for the control of transferome genes, by knocking down miRNA expression in adult males. This abolished the ability of males to respond adaptively to the threat of sexual competition, indicating a regulatory role for miRNAs in the regulation of transferome function. Further bioinformatics analysis then identified candidate miRNAs as putative regulatory hubs and evidence for variation in the strength of miRNA regulation across the transferome gene set. The results revealed regulatory mechanisms that can underpin robust, precise and flexible regulation of multiple fitness-related genes. They also help to explain how males can adaptively modulate ejaculate composition. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Tables_S1_S2_from_Control_of_seminal_fluid_protein_expression_via_r...
 
Title Tables S1, S2 from Control of seminal fluid protein expression via regulatory hubs in Drosophila melanogaster 
Description Highly precise, yet flexible and responsive coordination of expression across groups of genes underpins the integrity of many vital functions. However, our understanding of gene regulatory networks (GRNs) is often hampered by the lack of experimentally tractable systems, by significant computational challenges derived from the large number of genes involved or from difficulties in the accurate identification and characterization of gene interactions. Here we used a tractable experimental system in which to study GRNs: the genes encoding the seminal fluid proteins that are transferred along with sperm (the 'transferome') in Drosophila melanogaster fruit flies. The products of transferome genes are core determinants of reproductive success and, to date, only transcription factors have been implicated in the modulation of their expression. Hence, as yet, we know nothing about the post-transcriptional mechanisms underlying the tight, responsive and precise regulation of this important gene set. We investigated this omission in the current study. We first used bioinformatics to identify potential regulatory motifs that linked the transferome genes in a putative interaction network. This predicted the presence of putative microRNA 'hubs'. We then tested this prediction, that post-transcriptional regulation is important for the control of transferome genes, by knocking down miRNA expression in adult males. This abolished the ability of males to respond adaptively to the threat of sexual competition, indicating a regulatory role for miRNAs in the regulation of transferome function. Further bioinformatics analysis then identified candidate miRNAs as putative regulatory hubs and evidence for variation in the strength of miRNA regulation across the transferome gene set. The results revealed regulatory mechanisms that can underpin robust, precise and flexible regulation of multiple fitness-related genes. They also help to explain how males can adaptively modulate ejaculate composition. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://rs.figshare.com/articles/Tables_S1_S2_from_Control_of_seminal_fluid_protein_expression_via_r...