Assessing Biodegradation in the Llanos Orientales Crude Oils by
Electrospray Ionization Ultrahigh Resolution and Accuracy Fourier
Transform Mass Spectrometry and Chemometric Analysis
Boniek G. Vaz,*
,†,‡
Renzo C. Silva,*
,§
Cle ́ cio F. Klitzke,
†
Rosineide C. Simas,
†
Heliara D. Lopes Nascimento,
†
Rosana C. L. Pereira,
†,∥
Diego F. Garcia,
⊥
Marcos N. Eberlin,*
,†
and De ́ bora A. Azevedo*
,§
†
Laborató rio ThoMSon de Espectrometria de Massas, Universidade Estadual de Campinas, Instituto de Química, Campinas, SP,
13083-970, Brazil
‡
Universidade Federal de Goia ́ s, Instituto de Química, Campus Samambaia, Goiâ nia, GO, 74001-970, Brazil
§
Universidade Federal do Rio de Janeiro, Instituto de Química, Ilha do Fundã o, Rio de Janeiro, RJ, 21949-900, Brazil
∥
Petroleo Brasileiro S/A − Petrobras, CENPES, Rio de Janeiro, RJ, 21941-901, Brazil
⊥
Instituto Colombiano del Petró leo, ICP/ECOPETROL, Bucaramanga, Colombia
ABSTRACT: Focusing on the O
2
class, a set of crude oils from Llanos Orientales Basin, Colombia, were classified in terms of
biodegradation levels using negative ion mode electrospray Fourier transform ion cyclotron resonance mass spectrometry (FT-
ICR MS) and chemometric analysis. The O
2
class, which is mainly composed of naphthenic carboxylic acids, was monitored
because these polar crude oil constituents are known to be substantially affected by microbial activity. Principal component
analysis (PCA) applied on the O
2
profile was able to classify the crude oils into three groups: biodegraded, mixture, and non-
biodegraded. From the relative abundances of the O
2
class, a clear trend on acid distribution could be directly correlated with
biodegradation: a rising in abundance of saturated acids with low double-bond equivalent (DBE) values (despite the lowering
observed for fatty acids with DBE = 1), expressed by the A/C index. The combined use of two indexes, the A/C index and a new
index also based on saturated acid abundances, the SA index, is proposed as an effective strategy to monitor biodegradation. This
approach showed to be particularly useful to fill blanks on discrete biodegradation classification and when samples are actually
composed of a mixture of oils with contrasting biodegradation levels. Results are in good agreement with predictions based on
classical hydrocarbon biomarker analysis.
■
INTRODUCTION
Mass spectrometry developments have been historically linked
in several occasions to the enormous analytical challenges
encountered in the oil industry.
1
Major advances in petroleum
analysis have also been recently made using mass spectrometry
as both a separation and a characterization technique.
1
Soft
ionization techniques such as electrospray ionization (ESI)
2,3
and ultrahigh resolution and ultrahigh accuracy mass analyzers,
typically Fourier transform ion cyclotron resonance mass
spectrometry (FT-ICR MS),
4,5
have been successfully used in
crude oil analysis. These techniques have contributed to the
challenge of petroleum analysis via Petroleomic, which aims to
provide comprehensive characterization of the organic and
inorganic composition of petroleum and its derivatives and
products.
6−10
FT-ICR MS has been the technique of choice for
direct crude oil analysis due to the colossal complexity of its
chemical composition and its ultrahigh resolution and accuracy,
which enables the separation by mass of thousands of
components in a single mass spectrum acquisition. Although
less polar or nonpolar hydrocarbons predominate in crude oils,
the ESI technique has been used extensively to investigate the
polar species, detected basically as protonated or deprotonated
molecules, which have been shown to function as proper
indicators for many oil properties such as acidity, thermal
evolution, treatment resistance, and biodegradation.
11−15
Traditional geochemical evaluation of crude oils uses
molecular composition of the saturated or aromatic hydro-
carbon fractions and a series of biomarkers to infer about
maturity, biodegradation, organic matter origin, and to perform
oil−oil and oil−rock correlations.
16
The microbial crude oil
alteration may however provide misleading predictions via
biomarker analysis, for instance, due to modifications in
molecules used for access thermal maturity.
16,17
Alternative
biomarkers for biodegraded oils and new biodegradation
parameters to evaluate biodegradation have therefore been
proposed.
18−22
Biodegradation extent could also be inferred by
quasi-stepwise scales,
16,23,24
but it is still quite difficult to
achieve a global scheme because most oils are composed of a
mixture of different oils or biodegraded through inconsistent
patterns.
25
For the analysis of the saturated hydrocarbons in crude oil,
gas chromatography (GC) coupled to mass spectrometry (MS)
has been the reference technique for many years.
16,26,27
More
Received: October 31, 2012
Revised: February 27, 2013
Published: March 1, 2013
Article
pubs.acs.org/EF
© 2013 American Chemical Society 1277 dx.doi.org/10.1021/ef301766r | Energy Fuels 2013, 27, 1277−1284