DNA metabarcoding of microbial communities for healthcare
High-throughput sequencing allows obtaining DNA barcodes of multiple species of microorganisms from single environmental samples. Next Generation Sequencing (NGS)-based profiling provides new opportunities to evaluate the human health effect of microbial community members affiliated to probiotics. T...
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2016
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| Cite this: | DNA metabarcoding of microbial communities for healthcare / I.Ye. Zaets, O.V. Podolich, O.N. Reva, N.O. Kozyrovska // Вiopolymers and Cell. — 2016. — Т. 32, № 1. — С. 3-8. — Бібліогр.: 34 назв. — англ. |
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| author | Zaets, I.Ye. Podolich, O.V. Reva, O.N. Kozyrovska, N.O. |
| author_facet | Zaets, I.Ye. Podolich, O.V. Reva, O.N. Kozyrovska, N.O. |
| citation_txt | DNA metabarcoding of microbial communities for healthcare / I.Ye. Zaets, O.V. Podolich, O.N. Reva, N.O. Kozyrovska // Вiopolymers and Cell. — 2016. — Т. 32, № 1. — С. 3-8. — Бібліогр.: 34 назв. — англ. |
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| description | High-throughput sequencing allows obtaining DNA barcodes of multiple species of microorganisms from single environmental samples. Next Generation Sequencing (NGS)-based profiling provides new opportunities to evaluate the human health effect of microbial community members affiliated to probiotics. The DNA metabarcoding may serve to a quality control of microbial communities, comprising complex probiotics and other fermented foods. A detailed inventory of complex communities is a pre-requisite of understanding their functionality as whole entities that makes it possible to design more effective bio-products by precise replacement of one community member by others. The present paper illustrates how the NGS-based DNA metabarcoding aims at the profiling of both wild and hybrid multi-microbial communities with the example of kombucha probiotic beverage fermented by yeast-bacterial partners.
Високопродуктивне секвенування дозволяє отримати штрих-коди ДНК декількох видів мікроорганізмів з однієї проби навколишнього середовища. Профілювання видів на основі технологій секвенування нового покоління (СНП) дає нові можливості для оцінки впливу членів мікробних угрупувань пробіотиків на здоров’я людини. Метабаркодинг ДНК може слугувати для контролю якості мікробних угрупувань, включаючи складні пробіотики та інші ферментовані продукти. Детальна інвентаризація складних угрупувань є передумовою розуміння їх функціональності як цілісного утворення, що дасть можливість створювати більш ефективні біо-продукти шляхом точної заміни одного з членів угрупування/спільноти іншими. Ця стаття показує, як можна застосувати метабаркодинг ДНК на основі СНП для профілювання диких і гібридних мульти-мікробних угрупувань на прикладі пробіотичного напою комбучі, ферментованого дріжджово-бактеріальними партнерами.
Высокопродуктивное секвенирование позволяет получить штрих-коды ДНК нескольких видов микроорганизмов из одной пробы окружающей среды. Профилирование видов на основе технологий секвенирования нового поколения (СНП) дает новые возможности для оценки влияния микробных членов сообществ пробиотиков на здоровье человека. Метабаркодинг ДНК может служить для контроля качества микробных сообществ, включая сложные пробиотики и другие ферментированные продукты. Детальная инвентаризация сложных сообществ является предпосылкой понимания их функциональности как целостного образования, давая возмлжность создавать более эффективные био-продукты с помощью точной замены одного из членов сообщества другими. Эта статья показывает, как можно использовать метабаркодинг ДНК на основе СНП для профилирования диких и гибридных мульти-микробных сообществ на примере пробиотического напитка комбучи, ферментированного дрожжево-бактериальными партнерами.
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© 2016 I. Ye. Zaets et al.; Published by the Institute of Molecular Biology and Genetics, NAS of Ukraine on behalf of Biopolymers and Cell.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/),
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I. Ye. Zaets, O. V. Podolich, O. N. Reva, N. O. Kozyrovska
UDC 577.25 + 579.61
DNA metabarcoding of microbial communities for healthcare
I. Ye. Zaets1, O. V. Podolich1, O. N. Reva2, N. O. Kozyrovska1
1 Institute of Molecular Biology and Genetics, NAS of Ukraine,
150, Akademika Zabolotnoho Str., Kyiv, Ukraine, 03680
2 Department of Biochemistry, Bioinformatics and Computational Biology Unit, University of Pretoria
Lynnwood road, Hillcrest, Pretoria, South Africa, 0002
zkora@ukr.net, podololga@ukr.net, kozyrna@ukr.net
High-throughput sequencing allows obtaining DNA barcodes of multiple species of microorganisms from a
single environmental sample. Next Generation Sequencing (NGS)-based profiling provides new opportunities
to evaluate the human health effect of microbial community members affiliated to probiotics. DNA metabar-
coding may serve as a quality control of microbial communities, comprising complex probiotics and other
fermented foods. A detailed inventory of complex communities is a pre-requisite of understanding their func-
tionality as whole entities that makes it possible to design more effective bio-products by precise replacement
of one community member by others. The present paper illustrates how the NGS-based DNA metabarcoding
allows profiling of both wild and hybrid multi-microbial communities with the example of a kombucha probi-
otic beverage fermented by yeast-bacterial partners.
K e y w o r d s: DNA metabarcoding, microbial communities, healthcare, probiotics
Introduction
High-throughput sequencing allows obtaining
DNA barcodes of microbial communities
DNA barcode is a short DNA sequence, selected in
the genome, that can be used to identify different spe-
cies, analogously to the black stripes of the Universal
Product Code used to distinguish commercial prod-
ucts [1]. The traditional barcoding is designed to iden-
tify species isolated from individual specimens using
Sanger DNA sequencing. For different groups of or-
ganisms the specific barcodes were proposed. For ex-
ample, the Fungal Working Group has identified a ri-
bosomal internal transcribed spacer (ITS) as the best
barcode region for fungi [2, 3]. The gene of 16S RNA
became a universal barcode for prokaryotic microor-
ganisms [4]. The standardized barcoding is limited in
the identification of only those species, which can be
cultured in laboratory conditions that made species
profiling incomplete. The introduction of next genera-
tion sequencing (NGS) advanced significantly the ap-
plicability of the barcoding approach by making it
faster, cheaper and capable of simultaneous identify-
ing species of different taxonomic groups, including
those, which cannot be cultured [5]. The DNA me-
tabarcoding is referred to the automated identification
of multiple species from a single bulk sample, con-
taining entire organisms, or from a single environ-
mental sample, containing degraded DNA [6].
Compared to the standard approaches, metabarcoding
by pyrosequencing provides taxonomically more
comprehensive data and allows faster performing of
large-scale biodiversity research and reducing the la-
bor consumption during sample processing as well as
the overall cost of analyzing the bulk samples [7, 8].
The DNA metabarcoding approach has a wide range
of applications in forensics, ecology and paleoecolo-
Reviews ISSN 1993-6842 (on-line); ISSN 0233-7657 (print)
Biopolymers and Cell. 2016. Vol. 32. N 1. P 3–8
doi: http://dx.doi.org/10.7124/bc.000906
4
I. Ye. Zaets, O. V. Podolich, O. N. Reva, N. O. Kozyrovska
gy. In this review, we highlight the use of metabarcod-
ing for a quality control of beverages and fermented
products and for designing new probiotic beverages.
Functional beverages and analysis of microbial
communities in fermented products
DNA metabarcoding of microbial communities as an
instrument of community analysis is of great impor-
tance for resolving many healthcare problems. The
U.S. National Institute of Health has initiated the
Human Microbiome Project to characterize the hu-
man microbiota and actually to design the personal
DNA metabarcode of microbial communities (bacte-
rial, archaeal and fungal) of humans. Metabarcoding
of the human gut microbiota showed that different
people harbor remarkably dissimilar microbiota,
which may be affected by external factors such as
lifestyle and dietary specificities [9]. Long-term
studies in the United States demonstrated a nearly
100 percent reduction in the rate of coronary heart
disease, diabetes in women and colon cancer in men
in patients accepting “healthy lifestyle” (reviewed in
[10]). The conception of healthy lifestyle assumes
consuming the fermented beverages as natural pro-
biotics, as a part of the healthy diet, e.g., yogurt,
miso, tamari and kombucha. The food industry needs
to assess carefully the safety and efficacy of all new
species and strains of probiotics before incorporat-
ing them into the food products. The nutraceutical
fermented products are produced by complex micro-
bial communities characterized by rather unstable
species composition. Using the DNA metabarcoded
pyrosequencing approach, the profiling of complex
yeast-bacterial/archaeal communities in diverse bev-
erage fermentations allows the control of fermenta-
tion processes.
Probiotics are viable microorganisms, the health
effect of which is independent of the site of action
and the route of administration [11]. Living probiot-
ic microorganisms occupy a wide niche because of
keeping gut health [12], boosting immune system
[13], memory and mental sharpness [14], preventing
cancer [15], allergic disorders [16], diabetes and di-
abetes-induced impairments [17], etc. Prebiotics, in
contrast to probiotics, are non-digestible food ingre-
dients like oligosaccharides, which fuel beneficial
host-associated microbiota and enhance the positive
action of probiotic microbial organisms. Health-
promoting products, containing a combination of
prebiotic and probiotic, are termed synbiotics [11].
One-third of cancer cases might be prevented by the
nutritious healthy diet, which also maintains healthy
weight and physical activity by consuming synbiot-
ics. Further, the significance of tailor-made prebiot-
ics, probiotics and synbiotics in cancer prophylaxis
due to the bio-antimutagenic and desmutagenic ac-
tivities has been reported [15]. Because of the lac-
tose maldigestion problem and allergy to milk pro-
teins, which are widespread in human population,
the fermented non-dairy products seem to become
more preferable [18]. These products also are cho-
lesterol free and rich in neuroactive amines tyramine
and histamine, as well as in antioxidants, which pro-
tect consumers from free radicals.
Fermented probiotic products are produced by
complex microbial communities and characterized
by rather unstable species composition, which
strongly depends on the nutritional sources and pos-
sible contaminations. Usually, there exists a core
consortium of microorganisms, which establish mu-
tualistic relationships and get rid of any contaminat-
ing intruders due to a successful competition and the
production of antimicrobial metabolites. On the oth-
er hand, the accessory members of the brewing com-
munities are more important for the quality of the
final product, and the need in a robust control of
these communities is widely recognized. Taking into
account that the majority of microbial species are
uncultivable and cannot be detected by any micro-
biological methods, the DNA metabarcoding re-
mains the only known tool to examine and control
the fermented food microbial communities. This ap-
proach is suitable for the analyses of archaeal, bacte-
rial and yeast diversity in natural fermented foods
[19–25] and it is of great importance for a new pro-
biotic/synbiotic design.
In this paper, we illustrate how this approach aims
at the analysis of hybrid complex microbial commu-
5
DNA metabarcoding of microbial communities for healthcare
nities using as example the DNA metabarcoding of a
modified kombucha microbial consortium.
The DNA metabarcoding of a modified kombu-
cha microbial consortium
Kombucha beverage is becoming increasingly popu-
lar around the world today as a prophylactic probi-
otic and healing agent [26], and both the kombucha
brewed drink and processed pellicles may be prom-
ising probiotic/synbiotic formulations [27]. The
presence of tea polyphenols, gluconic acid, gluc-
uronic acid, lactic acid, vitamins, minerals in the
brewed drink and cellulose pellicle was reported
[26]. The prophylactic and healing effects have been
proven in a wide range of laboratories [28–32]. For
example, kombucha tea can be considered as a po-
tential strong candidate for future application as a
functional supplement for the treatment and preven-
tion of diabetes [32]. Kombucha culture is an exam-
ple of a multi-microbial community with strong mu-
tualistic relationships between its members – bacte-
ria and yeasts. The studies on cultures have revealed
that Kombucha Microbial Community (KMC) may
include a variety of yeast species and acetobacteria
(reviewed in [27]). During the fermentation of sugar
in the tea extract the community members produce a
big variety of organic molecules, which prevent
KMC from colonization by other microorganisms.
Kombucha culture is promising for a creation of
consortia with desired probiotic properties. One of
such approaches is based on constructing the hybrid
ecotypes of KMC enriched by concomitant microor-
ganisms originated from other fermented products,
which are compatible with KMC. Any hybrid eco-
type of KMC has been analysed by the DNA bar-
coded pyrosequencing of the whole hybrid kombu-
cha community DNA and compared to the parental
kombucha community structure.
In advance, a non-sterile cabbage juice was in-
oculated by a kombucha culture and incubated for
fermentation. The pellicle formed on a top of cab-
bage brine was transferred from the resulted fer-
mented product to a fresh portion of medium for
kombucha culturing (sweet black tea) and sub-cul-
tured several times. Total DNA has been extracted
from cultural liquid and pellicle. The DNA metabar-
coding has been done by using amplification of 16S
rDNA and ITS regions and further pyrosequencing
for identification of bacterial and yeast species, re-
spectively [33]. The resulted metagenomic data,
which summarized the most frequent BLASTN hits,
are shown in the histogram in Figure.
In summary, the results of pyrosequencing showed
that the hybrid kombucha culture is enriched by bac-
terial and yeast operational taxonomic units, which
were not present in the stock KMC [33]. For exam-
ple, Lactobacillus sp. has been revealed in hybrid
KMC bacteriome, which was not reported before in
the stock KMC. However, lactobacilli are typical in
other kombucha ecotypes [25, 34] and fermented
cabbage products [21] (see Figure). The brewing
communities may be important for the quality of the
final product, and the ability to introduce new mem-
bers into KMC is of practical importance as a possi-
ble way to improve the medicinal properties of the
kombucha product. For example, Lactobacillus sp.
isolated from the hybrid kombucha could be intro-
duced into a newly constructed kombucha commu-
nities with the defined core bacterial and fungal spe-
cies more readily than some other lactobacilli strains
selected from culture collections. Yeast DNA bar-
coding discovered a much higher number of OTUs
in both pellicle and cultural liquid in the hybrid kom-
bucha culture as compared to the parental KMC
[33]. Many OTUs were not affiliated to any taxo-
nomic unit because of too weak sequence similarity
or showed similarity to unknown and uncultured mi-
croorganisms. Represented data show that the prom-
ising step in manufacturing of safe probiotics and
synbiotics is to design synthetic mini-kombucha
communities based on concomitant beneficial and
harmless microbial species, using DNA barcoded
microbial community profiling.
Conclusion and future perspective
DNA metabarcoding of microbial communities may
serve for many purposes, including quality control
of beverages and fermented products. Analysis of
6
I. Ye. Zaets, O. V. Podolich, O. N. Reva, N. O. Kozyrovska
DNA metabarcoding data allow mining more com-
plete information about the structure and dynamics
of changes in the microbial communities under spe-
cific conditions. These data can be used for the pre-
diction of intrinsic relationships in complex micro-
bial communities comprising bacterial, archaeal and
fungal taxa and the estimation of the species diver-
sity of natural populations. The DNA metabarcoding
displays hidden microbes in microbial communities,
which may be of great importance for this commu-
nity and the probiotic manufacture.
The DNA metabarcoding by pyrosequencing is a
new powerful tool for characterizing the dynamic
changes in the probiotic communities and in the gut
microbiota treated with probiotics. This knowledge
may aid in improving the probiotic administration for
prophylaxis of human diseases. The profiling of indi-
vidual human microbiomes may be of great impor-
tance for the prognosis of diseases predisposition, su-
pervising the course of diseases and development of
an individual therapy based on the probiotic adminis-
tration. The NGS-based species profiling provides
new opportunities to evaluate the effect of both indi-
vidual and community members of probiotics in rela-
tion to individual human health. This molecular tool
will host local clinics in the future as a routine method
aiming at the improvement of health prophylaxis.
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crobiol. 2016;220:63-72.
ДНК-метабаркодинг мікробних угрупувань
для підтримки здоров'я
І. Є. Заєць, О. В. Подоліч, О. М. Рева, Н. О. Козировська
Високопродуктивне секвенування дозволяє отримати штрих-
коди ДНК декількох видів мікроорганізмів з однієї проби на-
вколишнього середовища. Профілювання видів на основі тех-
нологій секвенування нового покоління (СНП) дає нові мож-
ливості для оцінки впливу членів мікробних угрупувань про-
біотиків на здоров’я людини. Метабаркодинг ДНК може слу-
гувати для контролю якості мікробних угрупувань, включаючи
складні пробіотики та інші ферментовані продукти. Детальна
інвентаризація складних угрупувань є передумовою розуміння
їх функціональності як цілісного утворення, що дасть можли-
вість створювати більш ефективні біо-продукти шляхом точної
заміни одного з членів угрупування/спільноти іншими. Ця
стаття показує, як можна застосувати метабаркодинг ДНК на
основі СНП для профілювання диких і гібридних мульти-мі-
кробних угрупувань на прикладі пробіотичного напою комбу-
чі, ферментованого дріжджово-бактеріальними партнерами.
К л юч ов і с л ов а: метабаркодинг ДНК, мікробні угрупу-
вання, охорона здоров’я, пробіотики
ДНК-метабаркодинг микробных сообществ
для поддержания здоровья
И. Е. Заец, О. В. Подолич, О. Н. Рева, Н. А. Козыровская
Высокопродуктивное секвенирование позволяет получить
штрих-коды ДНК нескольких видов микроорганизмов из одной
пробы окружающей среды. Профилирование видов на основе
технологий секвенирования нового поколения (СНП) дает но-
вые возможности для оценки влияния микробных членов сооб-
ществ пробиотиков на здоровье человека. Метабаркодинг ДНК
может служить для контроля качества микробных сообществ,
включая сложные пробиотики и другие ферментированные про-
дукты. Детальная инвентаризация сложных сообществ является
предпосылкой понимания их функциональности как целостно-
го образования, давая возмлжность создавать более эффектив-
ные био-продукты с помощью точной замены одного из членов
сообщества другими. Эта статья показывает, как можно исполь-
зовать метабаркодинг ДНК на основе СНП для профилирования
диких и гибридных мульти-микробных сообществ на примере
пробиотического напитка комбучи, ферментированного дрож-
жево-бактериальными партнерами.
К л юч е в ы е с л ов а: метабаркодинг ДНК, микробные сооб-
щества, охрана здоровья, пробиотики
Received 10.01.2015
|
| id | nasplib_isofts_kiev_ua-123456789-152749 |
| institution | Digital Library of Periodicals of National Academy of Sciences of Ukraine |
| issn | 0233-7657 |
| language | English |
| last_indexed | 2025-12-07T13:23:31Z |
| publishDate | 2016 |
| publisher | Інститут молекулярної біології і генетики НАН України |
| record_format | dspace |
| spelling | Zaets, I.Ye. Podolich, O.V. Reva, O.N. Kozyrovska, N.O. 2019-06-12T17:36:34Z 2019-06-12T17:36:34Z 2016 DNA metabarcoding of microbial communities for healthcare / I.Ye. Zaets, O.V. Podolich, O.N. Reva, N.O. Kozyrovska // Вiopolymers and Cell. — 2016. — Т. 32, № 1. — С. 3-8. — Бібліогр.: 34 назв. — англ. 0233-7657 1993-6842 DOI: http://dx.doi.org/10.7124/bc.000906 https://nasplib.isofts.kiev.ua/handle/123456789/152749 577.25 + 579.61 High-throughput sequencing allows obtaining DNA barcodes of multiple species of microorganisms from single environmental samples. Next Generation Sequencing (NGS)-based profiling provides new opportunities to evaluate the human health effect of microbial community members affiliated to probiotics. The DNA metabarcoding may serve to a quality control of microbial communities, comprising complex probiotics and other fermented foods. A detailed inventory of complex communities is a pre-requisite of understanding their functionality as whole entities that makes it possible to design more effective bio-products by precise replacement of one community member by others. The present paper illustrates how the NGS-based DNA metabarcoding aims at the profiling of both wild and hybrid multi-microbial communities with the example of kombucha probiotic beverage fermented by yeast-bacterial partners. Високопродуктивне секвенування дозволяє отримати штрих-коди ДНК декількох видів мікроорганізмів з однієї проби навколишнього середовища. Профілювання видів на основі технологій секвенування нового покоління (СНП) дає нові можливості для оцінки впливу членів мікробних угрупувань пробіотиків на здоров’я людини. Метабаркодинг ДНК може слугувати для контролю якості мікробних угрупувань, включаючи складні пробіотики та інші ферментовані продукти. Детальна інвентаризація складних угрупувань є передумовою розуміння їх функціональності як цілісного утворення, що дасть можливість створювати більш ефективні біо-продукти шляхом точної заміни одного з членів угрупування/спільноти іншими. Ця стаття показує, як можна застосувати метабаркодинг ДНК на основі СНП для профілювання диких і гібридних мульти-мікробних угрупувань на прикладі пробіотичного напою комбучі, ферментованого дріжджово-бактеріальними партнерами. Высокопродуктивное секвенирование позволяет получить штрих-коды ДНК нескольких видов микроорганизмов из одной пробы окружающей среды. Профилирование видов на основе технологий секвенирования нового поколения (СНП) дает новые возможности для оценки влияния микробных членов сообществ пробиотиков на здоровье человека. Метабаркодинг ДНК может служить для контроля качества микробных сообществ, включая сложные пробиотики и другие ферментированные продукты. Детальная инвентаризация сложных сообществ является предпосылкой понимания их функциональности как целостного образования, давая возмлжность создавать более эффективные био-продукты с помощью точной замены одного из членов сообщества другими. Эта статья показывает, как можно использовать метабаркодинг ДНК на основе СНП для профилирования диких и гибридных мульти-микробных сообществ на примере пробиотического напитка комбучи, ферментированного дрожжево-бактериальными партнерами. en Інститут молекулярної біології і генетики НАН України Вiopolymers and Cell Reviews DNA metabarcoding of microbial communities for healthcare ДНК-метабаркодинг мікробних угрупувань для підтримки здоров'я ДНК-метабаркодинг микробных сообществ для поддержания здоровья Article published earlier |
| spellingShingle | DNA metabarcoding of microbial communities for healthcare Zaets, I.Ye. Podolich, O.V. Reva, O.N. Kozyrovska, N.O. Reviews |
| title | DNA metabarcoding of microbial communities for healthcare |
| title_alt | ДНК-метабаркодинг мікробних угрупувань для підтримки здоров'я ДНК-метабаркодинг микробных сообществ для поддержания здоровья |
| title_full | DNA metabarcoding of microbial communities for healthcare |
| title_fullStr | DNA metabarcoding of microbial communities for healthcare |
| title_full_unstemmed | DNA metabarcoding of microbial communities for healthcare |
| title_short | DNA metabarcoding of microbial communities for healthcare |
| title_sort | dna metabarcoding of microbial communities for healthcare |
| topic | Reviews |
| topic_facet | Reviews |
| url | https://nasplib.isofts.kiev.ua/handle/123456789/152749 |
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