|
|
|
|
|
|
|
Liquid Biopsy & Next
Generation Biomarkers
Biomolecular Detection and
Quantification
Special Issue:
ALiquid Biopsy & Next
Generation Biomarkers edited by Michael W.
Pfaffl
Volume
17 (March 2019)
|
|
|
Editorial
by Michael W. Pfaffl
Guest
editor's introduction for BDQ special
issue:
‘Liquid Biopsy & Next
Generation Biomarkers'
Published
in conjunction with the
9th Gene Quantification Event in
Freising Weihenstephan, Germany
www.qPCR-dPCR-NGS-2019.net
Dear reader,
I had the honour to edit another special
issue in our young scientific journal
‘Biomolecular Detection and
Quantification’. It is entitled ‘Liquid
Biopsy & Next Generation
Biomarkers’, published in conjunction
with 9th Gene Quantification Event (www.qPCR-dPCR-NGS-2019.net),
and therefore covering similar key
topics. The publications were also
presented as oral presentations at the
scientific symposium, which took place
from 18. - 22. March 2019 in Freising
Weihenstephan at the School of Life
Sciences Weihenstephan, Technical
University of Munich.
The methodological focus of the
conference and the topics herein are all
based on nucleic acids quantification
methods and their applications in
molecular research or clinical
diagnostics. Special focus was made on
liquid biopsies, micro-genomics,
single-cells applications, or new
matrices like extracellular vesicles for
the development of advanced next
generation biomarkers. Hence the
biomarker development should aim in
reproducible and valid biomarker
signatures, which are capable of
revealing specific biological traits in
the probands or should highlight
molecular changes, according to a
disease status or pathological
conditions [1]. The next generation
biomarkers could be the essence of the
integrative analysis of various ‘-omic’
levels considering their molecular
interactions, e.g. between mRNA –
microRNA – lncRNA or transcripts -
proteins - function. Final goals are
deeper insights into the molecular and
cellular interaction of disease
mechanisms or physiological- and
pathological pathway dynamics.
Therefore all sensitive and highly
sophisticated molecular quantitative
techniques, like quantitative real-time
PCR (qPCR), digital PCR (dPCR) and all
varieties of next generation sequencing
(NGS) methods are in the scientific
focus. Also the optimization and
standardization of mentioned methods
comes hand-in-hand with reproducible and
reliable quantitative results [2]. Today
the multitude of generated data,
especially from the holistic and
high-throughput technologies, are often
unmanageable and incomprehensible for
the researcher. These datasets need to
be filtered, sorted and connected with
relevant biological pathways and
physiological questions. Therefore the
generation of big-data must come
together with complex data-analysis and
newest bioinformatical software
applications [1]. The application of
multi-omics, the combination of
high-throughput methods with intelligent
data integration and the usage of
meaningful bioinformatical tools seems
to be an essential key step on the way
to discover the next generation of
biomarker signatures [3].
A further challenge in clinical
molecular diagnostics is the real
effective time from sampling-to-result,
which might be essential for future
applications directly at the bedside or
far out in the field. Hence fast
diagnostic methods in small mobile
devices need to be developed. On the
other hand also the necessity of
reproducibility and validity is very
important for a reliable biomarker
signature measurement. Real-time PCR
with its almost unlimited potential of
nucleic-acid amplification in
combination with high speed seems to be
the future method of choice. Single
marker RNA and DNA can be rapidly
amplified tube-by-tube or multiplexed to
generate such biomarker signatures in
less than a minute.
The clinical focus of today’s research
in biomarker discovery is directed to
‘liquid biopsies’, mainly connected to
circulating free DNA (cfDNA) or
extracellular RNA (exRNA) based
‘circulating biomarkers’. Circulating
nucleic acids are considered as stable
and float in blood stream, since they
are protected and bound to proteins,
associated to extracellular
microvesicles (EV), or fully covered by
exosomal bilayer membrane. The most
prominent studied EV family are exosomes
(40–200 nm diameter membranous vesicles
of endocytic origin), beside other EV
families like microvesicles or larger
membranous vesicles (50–1,000 nm
diameter) that are shed directly from
the plasma membrane, and apoptotic blebs
(200–5,000 nm diameter) [4]. EV and in
particular exosomes contain a multitude
of protected microRNA, regardless which
all three are foreseen to have high
potential in today’s molecular
diagnostics. They intend to be applied
in clinical testing for early diagnosis,
to distinguish between sick individuals
from healthy probands, or in disease
stratification and classification of
cancer. Liquid biopsies are assumed to
be non- or at least minimal invasive and
the easy sampling of these specific
circulating biomarkers has encouraged
intensive cfDNA and microRNA biomarker
research. So far circulating
extracellular vesicles protecting
microRNAs and exRNA have been detected
in the majority of body fluids, e.g.
blood, urine, milk, sweat, saliva,
tears, ejaculate, or cerebrospinal fluid
[5].
Herein we present the potentials of
nucleic acid diagnostic in liquid
biopsy. Blood derived cfDNA can serve as
a surrogate marker for multiple
indications in cancer patients,
including the diagnosis, prognosis and
the decease monitoring (Bronkhorst et
al.). The review highlights the
importance of the pre-analytical
diagnostic steps and refine the current
cfDNA analysis strategies. It further
discusses how the general understanding
in cfDNA can be improved with focus on
its origin, physical properties, and
circulation dynamics.
In a further publication by Johansson et
al. important considerations for the
cfDNA detection in human plasma are
discussed. Focus is on the optimization
of the molecular diagnostics workflow of
cfDNA quantification, and how each
experimental step can be easily
validated by using qPCR, including the
problematic fields of DNA
contaminations, PCR inhibition, assay
performance, fragment size, and target
sequence. As usual and initiated by the
MIQE guidelines [6,7], a step-by-step
quality control through the analytical
workflow is essential for a reliable and
valid quantitative answer, which might
be later implemented in the clinical
routine.
The next focus was laid on EVs. The
comparison and validation of various EVs
isolation methods from human urine, an
upcoming matrix for non-invasive liquid
biopsies, is reported by Mussack et al.
This study describes urinary microRNA
and was performed in strict adherence
with the MISEV guidelines (minimal
information for studies of extracellular
vesicles) [8]. Compliancy was
demonstrated by a broad evaluation
spectrum of biophysical and proteomic EV
characteristics alongside with
transcriptomic results.
In a second extracellular RNA related
study, the normalization properties of
urinary derived stable mRNA are
introduced and discussed. They could
provide useful information about
cellular transcription rate in
urogenital tissues, which could possibly
be used in the future as biomarkers or
normalizers in the urine supernatant
(Gunasekaran et al.).
Millington et al. are presenting a rapid
qPCR methodology in the context of
molecular diagnostics. An ultra-fast
qPCR setup for short DNA fragments is
reported capable of amplifying DNA in
less than 15 seconds. This seems to be
the future of nucleic-acid based
clinical diagnostics for DNA detection
and quantification.
Circular RNAs (circRNAs) are a new
family in the wide class of non-coding
RNAs. Due to their circular structure
they are assumed to be more stable,
compared to their linear RNA
counterparts, and may serve in future as
stable diagnostic biomarkers (Preusser
et al.). Herein the need of essential
quality controls and criteria for the
characterization and validation of
circRNA are discussed in the context of
high-throughput sequencing.
Last but not least, applied research is
presented with the development of
event-specific qPCR and ddPCR detection
method for the genetically modified
alfalfa (Gürtler et al.). To test for
robustness of the presented quantitative
assays, various real-time PCR
instruments were implemented in the
development phase. PCR conditions, assay
sensitivity and specify were shown down
to 30 DNA copies per setup. GMO assay
validation results were reported to be
in line with the “Minimum Performance
Requirements for Analytical Methods of
GMO Testing” of the European Network of
GMO Laboratories [9].
I hope the topic selection of the
presented publications in this first
special issue has attracted your
attention and will help you to solve the
analytical challenges in your own
biomarker discovery study. A second part
of this ‘Liquid Biopsy & Next
Generation Biomarkers’ issue will be
published later this year. In this
addendum the focus will laid on ‘digital
PCR’, on how to multiplex in dPCR, and
on biometrology. What is biometrology
and what could it mean for biomolecular
research?
Further topics are new data analysis
methods, e.g. what is the advantage of
an isomiR analysis of next generation
small-RNA sequencing big data, and how
to apply artificial intelligence (AI)
for qPCR data analysis. As guest editor
I am looking forward for this innovative
new research topics.
To support the present published written
articles, we provide free access to
around 400 recorded talks from the past
years via our streaming portal
eConferences
(eConference.qPCR-dPCR-NGS-2019.net).
The streaming portal is dedicated to all
scientists with interest in qPCR, dPCR,
NGS, MicroGenomics, and Molecular
Diagnostics. You can stream all recorded
talks presented at the latest symposium
9th Gene Quantification Event, taking
place at TUM Weihenstephan in March
2019, and older events going back to the
qPCR Symposium 2010 in Vienna. We
provide the presentations for free via
movie streaming technology in high
quality, high resolution and perfect
sound quality in high speed.
Enjoy reading or the special issue and
watching our eConference
Prof. Dr. Michael W. Pfaffl
Animal Physiology & Immunology
School of Life Sciences
Technical University of Munich
Weihenstephaner Berg 3
85354 Freising
Germany
Michael.Pfaffl@wzw.tum.de
|
|
References
1.
Riedmaier I, Pfaffl MW. Transcriptional
Biomarkers - high throughput screening,
quantitative verification and
bioinformatical validation methods.
Methods 2013, 59(1): 3-9.
2. Buschmann D,
Haberberger A, Kirchner B, Spornraft M,
Riedmaier I, Schelling G, Pfaffl MW.
Toward reliable biomarker signatures in
the age of liquid biopsies - how to
standardize the small RNA-Seq workflow.
Nucleic Acids Res. 2016, 44(13):
5995-6018.
3. Hasin Y, Seldin M,
Lusis A. Multi-omics approaches to
disease. Genome Biol. 2017, 18(1): 83.
4. Raposo G, Stoorvogel
W. Extracellular vesicles: exosomes,
microvesicles, and friends. J Cell Biol.
2013, 200(4): 373-383
5. Weber JA, Baxter DH,
Zhang S, Huang DY, How Huang K, Jen Lee M,
Galas DJ, Wang K. The microRNA spectrum in
12 body fluids. Clinical Chemistry 2010,
56: 1733–1741.
6. Bustin SA, Benes V,
Garson JA, Hellemans J, Huggett J, Kubista
M, Mueller R, Nolan T, Pfaffl MW, Shipley
GL, Vandesompele J, Wittwer CT. The MIQE
Guidelines: Minimum Information for
Publication of Quantitative Real-Time PCR
Experiments. Clinical Chemistry 2009,
55(4): 611-622
7. Huggett JF, Foy CA,
Benes V, Emslie K, Garson JA, Haynes R,
Hellemans J, Kubista M, Mueller RD, Nolan
T, Pfaffl MW, Shipley GL, Vandesompele J,
Wittwer CT, Bustin SA. The digital MIQE
guidelines: Minimum Information for
Publication of Quantitative Digital PCR
Experiments. Clin Chem. 2013 59(6):
892-902.
8. Witwer KW, Soekmadji
C, Hill AF, Wauben MH, Buzás EI, Di Vizio
D, Falcon-Perez JM, Gardiner C, Hochberg
F, Kurochkin IV, Lötvall J, Mathivanan S,
Nieuwland R, Sahoo S, Tahara H,
Torrecilhas AC, Weaver AM, Yin H, Zheng L,
Gho YS, Quesenberry P, Théry C. Updating
the MISEV minimal requirements for
extracellular vesicle studies: building
bridges to reproducibility. J Extracell
Vesicles. 2017 6(1): 1396823
9 Definition of Minimum
Performance Requirements for Analytical
Methods for GMO Testing. 2015, p. 24
http://gmo-crl.jrc.ec.europa.eu/doc/MPR%20Report%20Application%2020_10_2015.pdf |
|
|
|
Full papers:
Special
Issue: Liquid Biopsy & Next
Generation Biomarkers
Volume17 (March 2019)
Guest editor’s editorial 'Liquid Biopsy
& Next Generation Biomarkers'
Michael W. Pfaffl
March 2019
The
kinetic requirements of extreme qPCR
Adam L. Millington, Jessica A. Houskeeper,
John F. Quackenbush, James M. Trauba, Carl
T. Wittwer
March 2019
Considerations
and quality controls when analyzing
cell-free tumor DNA
Gustav Johansson, Daniel Andersson, Stefan
Filges, Junrui Li, Andreas Muth, Tony
E.Godfrey, Anders Ståhlberg
March 2019
The
emerging role of cell-free DNA as a
molecular marker for cancer management
Abel Jacobus Bronkhorst, Vida Ungerer,
Stefan Holdenrieder
March 2019
Establishing
essential quality criteria for the
validation of circular RNAs as
biomarkers
Christina Pfafenrot, Christian Preußer
March 2019
Comparing
small urinary extracellular vesicle
purification methods with a view to RNA
sequencing—Enabling robust and
non-invasive biomarker research
Veronika Mussack, Georg Wittmann, Michael
W. Pfaffl
March 2019
For
what factors should we normalize urinary
extracellular mRNA biomarkers?
Pradeep Moon Gunasekaran, James Matthew
Luther, James Brian Byrd
March 2019
Development
of event-specific qPCR detection methods
for genetically modified alfalfa events
J101, J163 and KK179
Patrick Guertler, Lutz Grohmann, Heike
Naumann, Melanie Pavlovic, Ulrich Busch
March 2019
|
|