Showing posts with label genetic diversity. Show all posts
Showing posts with label genetic diversity. Show all posts

Thursday, July 19, 2012

Micro-Eukaryotic Diversity in The Human Intestine

While we’re currently being flooded by papers on the intestinal microbiome, we still have very few dealing with the intestinal “micro-eukaryome” (forgive me my "badomics", I should have known better after reading this piece by Dr Eisen).

Hamad et al., just published their work on “Molecular Detection of Eukaryotes in a Single Human Stool Sample from Senegal” in PLoS One. They used a panel of 22 broad-specificity eukaryotic primers on genomic DNA extracted directly from faeces, cloned PCR products and did a blast search of the resulting sequences. They found about 18 micro-eukaryotic species in this particular faecal sample, most of which were fungi, and only two of which were “parasites”, namely Blastocystis sp. (subtype not given) and Entamoeba hartmanni, a so-called non-pathogenic amoebic species.They used both culture and culture-independent methods (PCR directly on genomic DNA from faeces) for the detection of intestinal fungi.

The study is interesting for a number of reasons:

1) It is one of the few papers out there on micro-eukaryotic diversity in faecal samples (other ones are listed in the reading list below), and we still know very little about micro-eukaryotes' potential interaction with the host and their ecological niche.

2) Many fungal species were detected by cloning of PCR products obtained by various primer pairs. It is possible that many of these are fungi stemming from the environment and diet, and not actually fungi colonizing the intestinal tract of this person; indeed the primers were able to pick up eukaryotic DNA such as that from tomatoes and common hop, stemming from the person’s diet. This is also one of the draw-backs of studies of fungi in stool samples: Even for mycologists it may prove difficult to determine which fungi are likely to be colonisers rather than fungi in transit due to environmental exposure, including diet. Analysis of consecutive samples from the same individual(s) (similar to the approach by Scanlan and Marchesi (2008)) will assist in identifying which fungi are stable and probable colonisiers. Similar to other studies, the investigators highlight the disparate findings resulting from the use of culture-dependent and culture-independent analyses; culture may be a way of identifying which ones of the many fungi detected by PCR that are actual colonisers.

3) We still don’t know much about what to expect when we take an approach like this. In the present study, multiple primer pairs were put into use, and 11 primer pairs yielded PCR products. The primer pairs amplified products of different lengths (some of them covering the complete SSU rDNA (18S)), and large products can sometimes be difficult to amplify and/or sequence for a variety of reasons; also preferential amplification may be a limiting factor. What would sometimes be useful is an in-silico analysis of the spectrum of organisms covered – at least theoretically - by each set of primers. In the papers I’ve seen so far aiming to display the eukaryotic diversity in human stool, Blastocystis has been a consistent finding, while Dientamoeba fragilis, which, at least in Denmark is almost as prevalent as Blastocystis (in some cohorts even more prevalent) and can be seen in co-infection, has not been reported so far. When you are presented with a list like the one presented by Hamad et al., you are inclined to believe that this list is exhaustive, but I think in-silico analysis data on such broad-specificity primers used for the detection of eukaryotic DNA would help us validate the use of these primers. Another approach to test the applicability of this methodology is to construct samples of DNA from known organisms in different ratios... and then test how the primers and cloning perform. What is also important is the very method of DNA extraction... obviously, our ability to detect DNA from any organism relies on our ability to extract DNA from it.

4) The study of micro-eukaryotes and their roles in health and disease includes first and foremost knowledge about which species and lineages that can be found and which ones that are the most common. Molecular methods are needed to identify the organisms in our intestine, since for instance parasites that look the same (morphological identity) can be genetically diverse with differing abilities to cause disease. We know from studies of micro-eukaryotes in ruminants that for instance some ciliates can be directly beneficial to the host, while others - such as cryptosporidia - are virtually obligate pathogens causing watery diarrhoea. Moreover, some organisms, including micro-eukaryotes, may be extremely difficult to culture even short-term, and also microscopy has limitations.

While we are still searching for virulence genes and other effector proteins in common micro-eukaryotes such as Blastocystis and Dientamoeba fragilis which could potentially cause disease directly, we also need to look for more indirect effects. Although much lower in numbers than our bacteria, (some) micro-eukaryotes may predate on beneficial bacteria to an extent where dysbiosis is reached. "Defaunation" of the intestine is speculated to be associated not only with impaired absorption of nutrients, but also with the development of severe disesases such as colon cancer and if micro-eukaryotes are able to skew our flora, this may have indirect impact on our health; many of our commensal bacteria are essential to some of our vital body functions, - indeed our intestinal flora can be viewed as a separate organ (see previous blog posts).

In the era of "omics" and "ngs" tools, it is interessesting to see a paper on global microbiotic diversity using a "conventional" cloning and sequencing approach in 2012. It may be one of the last papers of its kind?

To sum up: it is clear that a healthy intestine may be populated by a variety of micro-eukaryotes and future studies of the structure and function of the intestinal microbiome including micro-eukaryotes will help us understand their role in health and disease.

Let me end this post by uploading an image depicting "A Tree of Eukaryotes" (including Blastocystis) from an excellent protist blog by a colleague - my rendition here is practically useless, but I hope it might tease you to go and look at it in detail on "Welcome to the Ocelloid" by Psi Wavefunction.


Further reading:

Hamad I, Sokhna C, Raoult D, & Bittar F (2012). Molecular detection of eukaryotes in a single human stool sample from senegal. PloS one, 7 (7) PMID: 22808282

Pandey PK, Siddharth J, Verma P, Bavdekar A, Patole MS, & Shouche YS (2012). Molecular typing of fecal eukaryotic microbiota of human infants and their respective mothers. Journal of biosciences, 37 (2), 221-6 PMID: 22581327

Scanlan PD, & Marchesi JR (2008). Micro-eukaryotic diversity of the human distal gut microbiota: qualitative assessment using culture-dependent and -independent analysis of faeces. The ISME journal, 2 (12), 1183-93 PMID: 18670396

Sunday, June 17, 2012

The Circular Problem of Blastocystis

After submitting stool samples for microbiological analyses, many people with intestinal symptoms are informed by their GPs that they have Blastocystis, and that the clinical significance of this parasite is unknown (which is not entirely wrong). However, some GPs may want to try to eradicate Blastocystis in the absence of other potential causes of the symptoms, prescribing drugs such as Protostat/Flagyl (Metronidazole). During and after treatment, many patients will experience temporary alleviation only "to get back to where they started" after a couple of weeks or so. And often, they will also remain positive for Blastocystis (sometimes Blastocystis may be very difficult to detect during the course of treatment and immediately after treatment, which may be due to a transitory decrease in parasite load for direct and indirect reasons; see below). Anyway, this is the classical scenario.

The problem with Blastocystis is a circular one: There is currently no single 100% successful treatment, and when people with symptoms + Blastocystis cannot get rid of their parasites and thereby get the chance to report on symptom status after permanently cleared infection (+/-clinical improvement), it is - to put it mild - extremely challenging to collect information and data that can assist us in drawing conclusions. It doesn't make it any better that we know that a lot of people have Blastocystis without knowing and without having symptoms.We therefore shouldn't blame health care professionals for being in the dark.

People who do not know a lot about Blastocystis (and who does?) might take to the Internet to get more information, including how to deal with the infection. Not all the advice given on the Internet may be useful and little of it will be based on scientific evidence. Some people may be desperate to try and clear any parasite that they have been diagnosed with, without realising that some parasites might actually be a sign of a healthy gut ecological system and be of potential benefit in terms of maintaining a healthy immune system; we don't know much about this yet. Or maybe the use of antibiotics will damage the general intestinal flora and cause more or more severe symptoms than would the persistence of the parasitic infection! We don't know, but as hinted at in previous posts, our new technologies will assist us in obtaining the information that we have been looking for so long.

So, how do we move on from here? There is no doubt that scientific studies are key. Pilot data are available showing that at least one of the genetic variants (subtypes) of Blastocystis is more common in patients with symptoms than in the background population, but this still needs confirmation.

The genetic diversity of Blastocystis found in humans is huge. If the genetic diversity of Blastocystis was visible, different subtypes of Blastocystis would probably be as different as these marble balls!

We need substantial funding for carrying out large-scale studies aiming to confirm these data. Once epidemiological association has been sufficiently demonstrated, the next step is to find out whether those strains/subtypes associated with disease are characterised by having effector proteins not seen or - maybe more convincingly - not expressed in strains/subtypes seen in healthy individuals. If we have proof of both epidemiological association and expression of virulence genes, then next step could  include a randomised control treatment (RCT) study in order to identify the drug(s) that lead to microbiological and/or clinical improvement, i.e. parasite eradication and alleviation of symptoms, respectively.

It may be so that different subtypes of Blastocystis respond to different antibiotics. And if successful treatment is dependent on other factors as well such as complex microbial interspecies interactions, it may be perplexing to realise, that different individuals may respond differently to any given treatment. As Pepper and Rosenfield suggest in their paper about microbiome multistability: A key consequence of multistability is that different instances of the same type of system, such as different individual gut microbiomes, may show very different responses to the same perturbation.

And so, how does this relate to Blastocystis treatment? Well, since none of the treatments used for treating Blastocystis are specific for this parasite (metronidazole for instance is a broad-spectrum antibiotic used to eradicate a range of anaerobic bacteria, including Clostridium), there will probably be a mixture of direct and indirect effects on Blastocystis upon treatment. The direct effect on Blastocystis will depend on its susceptibility to the antibiotic, while the indirect effect will depend on the bacterial flora and how it responds during treatment. Hence, drugs may directly affect Blastocystis and/or perturb the intestinal flora to an extent which makes it an unsuitable habitat for Blastocystis. We hope soon to be able to investigate the interaction between Blastocystis and gut bacteria by metagenomic approaches. It should be kept in mind though that metronidazole is absorbed from the proximal part of the intestine, while Blastocystis is a parasite of the colon; hence, it may very well be so that metronidazole does not reach Blastocystis in its niche. When treating intestinal amoebiasis, metronidazole is given together with a luminal drug to ensure targeting both invasive and the luminal Entamoeba histolytica.

So, while we should keep pursuing the role of Blastocystis in disease, we should also try to explore whether there are some good sides to Blastocystis colonisation and whether we can learn to see the parasite as a proxy for something (clinical condition, enterotype, etc.). I have expanded a bit on this in my recent paper "Thinking Blastocystis Out Of The Box", available in the journal Trends in Parasitology. To this end, learning about the bacterial communities that may influence Blastocystis growth and establishment may improve our ability to understand Blastocystis in an ecological context.

For those who are interested in this, may I suggest some further reading (including papers on (unpredictable) antibiotics-associated changes in gut flora and individualised responses to perturbations in the gut microbiome and a couple of studies on Blastocystis subtypes where links to disease phenotypes have been identified):

Pepper, J., & Rosenfeld, S. (2012). The emerging medical ecology of the human gut microbiome Trends in Ecology & Evolution, 27 (7), 381-384 DOI: 10.1016/j.tree.2012.03.002

Dethlefsen, L., & Relman, D. (2010). Colloquium Paper: Incomplete recovery and individualized responses of the human distal gut microbiota to repeated antibiotic perturbation Proceedings of the National Academy of Sciences, 108 (Supplement_1), 4554-4561 DOI: 10.1073/pnas.1000087107

Stensvold, C., Christiansen, D., Olsen, K., & Nielsen, H. (2011). Blastocystis sp. Subtype 4 is Common in Danish Blastocystis-Positive Patients Presenting with Acute Diarrhea American Journal of Tropical Medicine and Hygiene, 84 (6), 883-885 DOI: 10.4269/ajtmh.2011.11-0005

Domínguez-Márquez, M., Guna, R., Muñoz, C., Gómez-Muñoz, M., & Borrás, R. (2009). High prevalence of subtype 4 among isolates of Blastocystis hominis from symptomatic patients of a health district of Valencia (Spain) Parasitology Research, 105 (4), 949-955 DOI: 10.1007/s00436-009-1485-y

Stensvold, C., (2012). Thinking Blastocystis Out Of The Box Trends in Parasitology DOI: 10.1016/j.pt.2012.05.004

Monday, April 23, 2012

Intestinal Symptoms

For over a century, the clinical significance of Blastocystis has puzzled medical doctors scientists. After realising the extensive genetic diversity in Blastocystis, one of the current main hypotheses is that Blastocystis subtypes differ in terms of clinical significance. In other words: Symptoms, such as diarrhoea or other intestinal upset, may be associated only with one or more subtypes, while other subtypes are strict commensals.

Blastocystis is very difficult to eradicate and colonisation is chronic. Do symptoms caused by potentially  pathogenic subtypes persist or do they develop initially only to diminish after host immunological adaptation? Do fluctuations in symptoms reflect fluctuations in parasite load? Such issues ire important when interpreting results generated from cross-sectional surveys of subtypes in various cohorts.
Moreover, intestinal symptoms are difficult to define. Diarrhoea may be defined by 3 stool passages per day or more, while many other symptoms can be very difficult to define, if at all possible. Irritable bowel syndrome (IBS) and - to some extent - food allergy may both be considered differential diagnoses of symptomatic Blastocystis infections.

IBS diagnosis is currently defined by the Rome III criteria, and there are at least three types of IBS, namely IBS with diarrhoea, IBS with constipation and IBS with a mixture of diarrhoea and constipation.

Symptoms may be experienced differently from person to person. While abdominal cramping is perceived mostly as a symptom and something unpleasant, flatulence may by many be seen as a sign of a "healthy tummy" (e.g. due to consumption of a high fibre diet), although "inconvenient". Some individuals may very well tolerate intermittent intestinal symptoms and do not consult their GPs or other health care professionals, while others may be much more sensitive to any changes in for instance stool patterns.

What some people do not realise is that many methods fail to detect Blastocystis. PCR and culture are the most sensitive methods, but are still only rarely used. Moreover, PCR is also suitable for the detection of Dientamoeba fragilis, which is a parasite often seen in co-infection with Blastocystis. These two parasites are probably the most common single-celled eukaryotes in the human intestine.

This means that complete and accurate microbiological make-ups are far from always performed. And so, incomplete microbiological examination coupled with differential diagnostic challenges, potential immunological adaptation and the very subjective components of symptom presentation renders our quest for clear-cut associations extremely challenging. Blastocystis will often be seen as the culprit of symptoms, possibly simply to the reason that it is the only potential microbial pathogen that has been demonstrated in a stool sample. Cohort studies using sensitive diagnostic methods for pathogen surveillance are expensive, but may be one of the few only ways forward with regard to epidemiological studies that can assist us in resolving the clinical significance of Blastocystis.

Thursday, April 12, 2012

On Subtypes, Genotypes, Alleles and Sequence Types (SQTs)

There has been some confusion about Blastocystis "subtypes" and "genotypes". 

Often, these two terms have been used interchangeably. While “subtype” refers to a distinct ribosomal lineage (which in the case of Blastocystis may very well be a distinct species), “genotype” denotes variation WITHIN subtypes. 

Currently, there is no clear definition of genotypes in Blastocystis. Based on phylogenetic analysis of barcode sequences of ST4, the existence of two genotypes in ST4 has been mentioned (Stensvold et al., 2011).  

Based on markers in the mitochondrion-like organelle of Blastocystis, we recently developed MLST assays for ST3 and ST4 and published data on intra-subtype variation in these two subtypes (Stensvold et al., 2012). While 58 sequence types (SQTs) were found among 81 ST3 isolates, only 5 SQTs were found among 50 ST4 isolates. 

By comparing SQTs with barcode sequences, we discovered that barcode sequences belonging to the same subtype may display intra-subtype diversity, and we found out that barcode sequences can be seen as valid proxies for SQTs. We have chosen to use the term "allele" to enable denotation of variation in barcode sequences. Currently, we have discovered 38 ST3 alleles (i.e. 38 different ST3 barcode sequences) as opposed to 8 different ST4 alleles. There are still no published data on ST1 and ST2 SQTs, but given the fact that 22 different alleles have been discovered so far for each of these two subtypes, we may expect a substantial number of SQTs.

The world of Blastocystis terminology and subtyping, etc. may seem a bit overwhelming and at times confusing, but believe me, - much has improved since 2006, when Blastocystis terminology was completely up in the air! 

For more information or further clarification, please don't hesitate to contact me.

Cited literature:
1. Stensvold CR, Alfellani M, Clark CG. Levels of genetic diversity vary dramatically between Blastocystis subtypes. Infect Genet Evol. 2012 Mar; 12 (2) :263-73. PubMed PMID:22116021.
2. Stensvold CR, Christiansen DB, Olsen KE, Nielsen HV. Blastocystis sp. subtype 4 is common in Danish Blastocystis-positive patients presenting with acute diarrhea. Am J Trop Med Hyg. 2011 Jun; 84 (6) :883-5. PubMed PMID:21633023; PubMed Central PMCID: PMC3110361.

Sunday, April 8, 2012

A Few Words On Blastocystis Morphology and Diagnosis

Blastocystis is a sinlge-celled parasite. The parasite produces cysts (probably the transmissible form) and vegetative stages (including the stage commonly referred to as the vacuolar stage). Vegetative stages are commonly seen in fresh faecal samples and in culture. This is what they look like under light microscopy:

Vegetative stages of Blastocystis (unstained) (source: www.dpd.cdc.gov)



Using permanent staining of fixed faecal material, the eccentrically located nuclei become more apparent:

Vegegtative stages of Blastocystis (Trichrome stain) (source: www.dpd.cdc.gov)


Although sensitive, permanent staining techniques (e.g. Trichrome, Giemsa and Iron Haematoxylin) are relatively time-consuming, impractical and expensive. Since also conventional concentration of unfixed stool using e.g. the Formol Ethyl-Acetate Concentration Technique is not appropriate for diagnosis (Blastocystis cysts are very difficult to pick up, and vacuolar stages become distorted or disintegrate), we recommend short-term in-vitro culture (using Jones' or Robinson's medium) and/or Real-Time-PCR on genomic DNAs extracted directly from faeces using QIAGEN Stool Mini Kit (QIAGEN, Hilden, Germany) or - in modern laboratories - by automated DNA extraction robots. Once genomic DNAs have been extracted and screened by PCR, positive samples can be submitted to subtyping using the barcoding method, and DNAs can be screened for other parasites by PCR as well. In fact the use of insensitive methods to distinguish carriers from non-carriers is one of our greatest obstacles to obtaining valid prevalence data on Blastocystis.

Having an isolate in culture adds the benefit of having a continuous source of DNA for further genetic characterisation (for instance complete SSU-rDNA sequencing) in case a particular isolate turns out to be genetically different from those already present in GenBank or the isolate database at Blastocystis Sequence Typing Home Page. And chances are that there are quite a few "novel" subtypes out there... especially in animals. However, Blastocystis from animals may not always be successfully established in culture.

Friday, April 6, 2012

Why "Blastocystis sp." and not "Blastocystis hominis"?

Blastocystis identified in humans used to be referred to as "Blastocystis hominis". However, after the advanced use of nucleic acid-based tools in the 90s and 00s it became clear that

1) morphologically identical Blastocystis can be genetically extremely diverse
2) Blastocystis in humans comprises at least 9 species (or, perhaps more correctly, ribosomal lineages), 8 of which can be found in other animals as well.

This means that host origin is not a reliable indicator of organism identity.

Blastocystis appears to exhibit only moderate host specificity - at least at subtype level - , and until a more substantial sampling from various hosts has been carried out, we will have to go with "Blastocystis sp." followed by an appropriate subtype (ST) number (according to species/ribosomal lineage), e.g. "Blastocystis sp. ST3", which is one of the 4 subtypes commonly found in humans.

In order to make subtype analysis very easy, we have created a site (together with Keith Jolley, Oxford University), where a bulk of sequences can be assigned to subtype in few seconds. Single sequence entries are also possible.

To sum up: Blastocystis hominis is a misleading and currently an invalid taxon.

(Read more about this in our Blastocystis consensus paper from 2007 in Trends in Parasitology)

Tuesday, April 3, 2012

Blastocystis Subtyping - Easy Peasy!

If you are a student or young scientist interested in intestinal parasites and/or infectious disease/molecular epidemiology, why not take to Blastocystis subtyping? It's easy, quick, cheap, and you are guaranteed results. You don't have to sit around and wait for positive samples.
And, best of all: Your data will make a difference!

Once you have your "barcode" sequence(s), you just paste them into the box as described below in the post "Is Blastocystis Zoonotic?", and you will get subtype and allele data right there, without having to consult other resources. However, we recommend that you familiarise yourself with essential papers such as 

Noel et al. (2005)
Scicluna et al. (2006)
Stensvold et al. (2007)

So, how do you get your sequences? Well, you can use DNAs extracted directly from faecal samples (faecal DNAs) or from cultures (I will soon post a note on Blastocystis culture). Multiple PCRs have been described for genetic characterisation of Blastocystis, and most of them target the small subunit (SSU) rRNA gene (18S).

For a variety of reasons (which we are currently listing in an upcoming review - watch out for it!), we recommend using the barcoding approach launched by Scicluna et al. (2006). The RD5 primer combined with BhRDr amplifies a region of approximately ~600 bp, which is usually sufficient to distinguish between subtypes.

Substantial sampling has been done in Europe, while data from Sub-Saharan Africa and the Americas are scarce. Sampling from animals is also highly warranted, especially from rodents, since this group appears to constitute a potential reservoir for human ST4.

In your search for subtypes, it is not unlikely that you will stumble upon what appears to be a new subtype, especially if you are analysing samples from animals. In that case, we recommened that you sequence the entire SSU rRNA gene. Using faecal DNA, this can be challenging (but possible!), so if you have the isolate in culture, then DNA should be extracted from the isolate and used instead to save money and effort. We are about to come up with some thoughts on how to determine whether a sequence represents a new subtype. Stay tuned!