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Acidity and Antioxidant Activity of
Cold Brew Coee
Niny Z. Rao & Megan Fuller
The acidity and antioxidant activity of cold brew coee were investigated using light roast coees
from Brazil, two regions of Ethiopia, Columbia, Myanmar, and Mexico. The concentrations of three
caeoylquinic acid (CQA) isomers were also determined. Cold brew coee chemistry was compared to
that of hot brew coee prepared with the same grind-to-coee ratio. The pH values of the cold and hot
brew samples were found to be comparable, ranging from 4.85 to 5.13. The hot brew coees were found
to have higher concentrations of total titratable acids, as well as higher antioxidant activity, than that
of their cold brew counterparts. It was also noted that both the concentration of total titratable acids
and antioxidant activity correlated poorly with total CQA concentration in hot brew coee. This work
suggests that the hot brew method tends to extract more non-deprotonated acids than the cold brew
method. These acids may be responsible for the higher antioxidant activities observed in the hot brew
coee samples.
Cold brew coee is a popular phenomenon that has recently invigorated the coee industry, particularly in the
warm summer months1. e domestic cold brew coee market grew 580% from 2011 to 20162. Roast Magazine
reports a 460% increase in retail sales of refrigerated cold brew coee in the United States from 2015 to 2017, gen-
erating $38 million in 2017 alone3. Cold brew coee is made through a low-temperature, long-contact brewing
method. Regional coee vendors, such as Starbucks and Dunkin Donuts have marketed the product as tasting
smoother and less bitter than traditional hot brewed coees4. Consumer interest has also been spurred by a range
of online health and lifestyle blogs publishing recipes and specic health claims for cold brew coee. A recent arti-
cle in Healthy Living Made Simple, a bimonthly publication with 4 million readers, states that “coee brewed hot
is far more acidic than cold-brewed, according to a number of scientic studies, and some say cold-brewed coee
even has a sweeter taste because of its lower acidity”5. A blog post on Coee Brewing Methods makes several
claims regarding the decreased acidity, decreased caeine levels, and increased antioxidant content of cold brew
coee6. At the time of publication, there was very little published research on the chemistry of cold brew coee
and no published research on the health eects of cold brew coee.
In fact, the health benets and risks of traditional hot brew coee consumption remain controversial. Coee
has long been associated with indigestion, heartburn, and other gastrointestinal symptoms. Epidemiological
meta-analyses and patient-based experimentation have led to conicting outcomes regarding the relationship
between coee consumption and gastrointestinal disorders. Early work by omas et al.7 found that coee con-
sumption in 20 healthy individuals and 16 patients with reux esophagitis resulted in the decrease of lower eso-
phageal sphincter (LES) pressure. e reduction of LES pressure, found in both cohorts following consumption
of coee with pH values of 4.5 and 7.0, could lead to aggravated heartburn symptoms7. Because the decrease in
LES pressure occurred at both an acidic and neutral pH, acidity may not be the inciting factor in heartburn fol-
lowing coee consumption. Two studies by Wendl et al.8 and Pehl et al.9 observed gastro-oesophageal reux in
asymptomatic individuals (n = 16) and patients with gastro-oesophageal disease (GERD) (n = 17), respectively,
and found that both cohorts experienced decreased oesophageal reux aer consuming decaeinated coee, indi-
cating that caeine may responsible for coee-related heartburn symptoms8,9. A recent population-based study of
GERD patients (n = 317) and asymptomatic individuals (n = 182) found no association between GERD symptom
frequency or severity and coee consumption10. Kubo et al.’s work is in agreement with other meta-analyses that
use patient-reported symptoms. Shimamato et al.11 used a large-scale multivariate analysis (n = 8,013) to evaluate
coee consumption as a contributor to the occurrence of gastric ulcers, duodenal ulcers, reux esophagitis, and
non-erosive reux disease. Shimamato et al.11 found no signicant relationships between coee consumption
and these four major acid-related gastrointestinal disorders11. Given the disagreement found in the literature
Department of Chemistry and Biochemistry, Thomas Jeerson University, East Falls Campus, Philadelphia, PA, 19144,
USA. Correspondence and requests for materials should be addressed to N.Z.R. (email: niny.rao@jeerson.edu)
Received: 10 July 2018
Accepted: 15 October 2018
Published: xx xx xxxx
OPEN
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Scientific RepoRts | (2018) 8:16030 | DOI:10.1038/s41598-018-34392-w
regarding the health impacts of traditional hot coee, it is understandable that the general public views coee as
a potential health risk despite signicant evidence to the contrary.
Beyond gastrointestinal symptoms, coee has been shown to correlate to multiple potential health benets.
A substantial umbrella review of numerous meta-analyses found no consistent evidence of harmful associations
between coee consumption and diverse health outcomes, with the exception of issues related to pregnancy and
risk of bone fractures in women12. is work by Poole et al.12 evaluated previous research relating coee con-
sumption to cardiovascular health (including cardiovascular disease, coronary heart disease, and stroke), and
found a reduction in health risks when three cups of coee per day were consumed13–16. Poole et al.12 also found
coee consumption to be associated with decreased risk of liver17,18, metabolic19,20, and neurologic diseases21,22.
e causal pathways for these chemoprotective associations between coee consumption and disease are not
well understood; however, recent studies of coee have shown the beverage to exhibit high antioxidant capacity
and anti-inammatory eects. Work by Bakuradze et al.23 showed compounds present in coee roast products -
notably 5-caeoylquinic acid, a type of chlorogenic acid, and caeic acid - demonstrated direct antioxidant
activity in HT-29 (human colon) cells23. e role of antioxidant compounds as radical-scavengers in the body is
well-researched24–26, but the relationship between coee consumption, antioxidant activity, and brewing methods
is largely uncharacterized. A recent review by Naveed et al.27 further highlighted the therapeutic roles of chloro-
genic acids in human health and called for further research in the area27. Work by Chu et al.28 found that roasted
coees contained higher antioxidant capacities and higher chlorogenic acid and phenolic concentrations than
green coee beans. Chu et al.'s work also found a strong correlation between neuroprotective ecacy of roasted
coee and total chlorogenic acid concentration28.
Despite the growing popularity of cold brew coee, very little research has been published on its chemi-
cal attributes, including pH and total antioxidant activity, and associated health eects. An exhaustive literature
search returned only four peer-reviewed studies related to cold brew coee29–32. None of these studies provided
enough information to either support or refute the health claims about cold brew coee made by commercial
coee vendors and cold brew enthusiasts.
Given the signicant growth of the cold brew coee market and the potential importance of coee’s bioactive
compounds to human health, this study quanties the pH, total titratable acidity, and total antioxidant capacity of
cold brew coee produced from grinds sourced from six dierent coee-growing regions. Further, this research
quanties 5- caeoylquinic (5-CQA), 4-caeoylquinic (4-CQA), and 3-caeoylquinic acid (3-CQA) in these cold
brew coees to better understand the relationship between CQA content and total antioxidant capacity of coee.
e total antioxidant capacity is a measure of radical scavenging capacity and was determined using a ABTS
((2,2′-Azino-bi(3-ethylbenzo-thiazonile-6-sulfonic acid) diammonium salt) radical cation decolourization assay.
All coees used in this study were light-to-medium roast, pre-ground beans purchased from a commercial ven-
dor. Traditional hot brew coees and cold brew coees were compared to determine what, if any, dierences exist
in the acidity and antioxidant capacity of the resulting beverages as a function of brewing temperature and time.
Results
Hot Brew Coee. e results from the hot brew coee analyses are shown in Tables1 and 2. e hot brew
coee samples analyzed in this study were found to have pH values ranging from 4.85 to 5.10. e Ethiopian-Ardi
samples were observed to be the most acidic with a pH of 4.85 ± 0.09, whereas the Brazilian samples were the least
acidic with a pH of 5.10 ± 0.02. Of the three CQA isomers analyzed, 5-CQA was found to have the highest con-
centration in all samples, in agreement with previous studies33–39. e Ethiopian-Ardi samples were also found
to have the highest 5-CQA and total CQA concentration (1721 ± 99 mg/L of coee and 3270 ± 90 mg/L of coee,
respectively). e Brazilian samples had the lowest 5-CQA and total CQA concentration (1261 ± 111 mg/L of
coee and 2503 ± 103 mg/L of coee, respectively). e 3-CQA and 4-CQA concentrations were the highest in
the Ethiopian-Ardi samples, while Myanmar samples contained the lowest concentration of these two isomers.
Previous work by Moon et al.35 suggested that lower CQA concentration is correlated with a higher pH35. A sim-
ilar trend was observed among the samples analyzed in this study, with a Pearson correlation coecient of -0.70.
ese results agree well with pH data presented by Moon et al.35 for light roast hot brew coees.
e total titratable acidity (TA) of the coees is expressed in mL of 0.10 N NaOH required to titrate 40 ml of
coee to a pH of 6 and a pH of 8. ere have been multiple attempts to understand the chemical characteristics of
coee that cause the perception of bitterness in coee. Bähre et al. has demonstrated that TA shows better corre-
lation to sourness than pH40. Maier et al. found that the sourness of coee correlates well with TA titrated to pH
6.041. Balzer suggested that phenolic acids deprotonate at pH values greater than 842. us, TA titrated to pH 8.0
5-CQA
(mg/L) 4-CQA
(mg/L) 3-CQA
(mg/L) Total CQA
(mg/L)
Brazilian 1261 ± 111 693 ± 45 550 ± 27 2503 ± 103
Ethiopian - Ardi 1721 ± 100 842 ± 22 707 ± 34 3270 ± 90
Ethiopian - Yirgz 1385 ± 285 635 ± 101 510 ± 78 2530 ± 261
Myanmar 1433 ± 341 595 ± 38 489 ± 30 2517 ± 277
Columbia 1429 ± 67 677 ± 22 562 ± 27 2669 ± 64
Mexico 1476 ± 111 721 ± 41 611 ± 38 2808 ± 105
Table 1. Hot Brew Coee Samples: concentration of 5-CQA, 4-CQA, 3-CQA, and total CQA concentration
(milligrams per liter of brewed coee) of hot brew coee samples (Mean ± 95% Condence Interval, n = 6).
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may be better end point for titration42. Although sourness is not the focus of this study, TA titrated to these two
endpoints may provide some insights about the acid contents in coee. An earlier study by Gloess et al.36 found
no correlation between pH and TA36. For hot brew coee samples, Columbia coee was found to have the highest
concentration of total titratable acids at both pH of 6 and pH of 8. Brazilian and Myanmar samples were observed
to have the lowest concentrations of total titratable acids at both pH of 6 and pH of 8. Data collected in this study
showed little correlation between the pH and TA titrated to pH 6 (Pearson correlation coecient = -0.15) and TA
titrated to pH of 8 (Pearson correlation coecient = -0.09) for hot brew coee, in support of ndings by Gloess
et al.36.
Ethiopian-Yirgz samples were observed to have the highest antioxidant activity and Brazilian samples were
observed to have the lowest antioxidant activity. In general, the results of this study for hot brew coee agree well
with the general body of knowledge regarding the chemical characterization of light-to-medium roast coees,
including CQA content34,35 and antioxidant activity43–46.
Cold Brew Coee. e results from the cold brew coee analyses are shown in Tables3 and 4. ere is little
published data to contextualize these results. However, comparison with the hot brew coee characteristics in
Table1 point to the existence of chemical dierences between cold and hot brew coees prepared from the same
coee beans and extracted at the same ratio of water volume to grind weight. ese data indicate that the tem-
perature of the water used in brewing inuences the release and diusion of compounds in the resulting coee
beverage.
e pH values of cold brew samples ranged from 4.96 to 5.13, with Ethiopian-Yirgz being the most acidic
(pH = 4.96 ± 0.08) and Myanmar being the least acidic (5.13 ± 0.03). Similar to the hot brew counterparts,
5-CQA was found to be the most abundant CQA isomer in cold brew coee. Brazilian samples were observed to
have the highest concentration of all three CQA isomers whereas Mexican samples had the lowest CQA isomer
concentrations. e correlation between pH and total CQA concentration in cold brew coee is somewhat weak
(Pearson correlation coecient = -0.52).
In terms of total titratable acids, Mexican samples had the lowest concentration of total titratable acids at both
pH of 6 and pH of 8. Columbia samples had the highest concentration of total titratable acids (TA) at pH of 6 and
Brazilian samples had the highest concentration of total titratable acids at pH of 8. Similar to the hot brew sam-
ples, no correlation between pH and TA were observed for the cold brew samples. Ethiopian-Ardi samples were
observed to have the highest antioxidant activity, Myanmar and Ethiopian-Yirgz samples had the lowest antioxi-
dant activity. In general, the cold brew extracts were found to have pH values comparable to those of the hot brew
extracts, but lower total acidity measures, lower total CQA concentrations, and lower total antioxidant activities.
Hot and Cold Brew Comparisons. Total acidity and pH. Measurements of pH quantify the concen-
tration of aqueous hydrogen ions at the time of analysis, providing a metric for the quantity of deprotonated
acid molecules in a sample. Total titratable acidity (TA) is a measure of all acidic protons in a sample, including
non-dissociated protons, that can be neutralized through the addition of a strong base.
pH
Total Acidity
pH = 6
(mL of 0.10 N NaOH)
Total Acidity
pH = 8
(mL of 0.10 N NaOH)
Antioxidant Activity
(mmol equivalence
Trolox/L coee)
Brazilian 5.10 ± 0.02 3.17 ± 0.20 6.53 ± 0.38 18.34 ± 2.34
Ethiopian - Ardi 4.85 ± 0.09 3.62 ± 0.31 7.08 ± 0.74 19.95 ± 1.62
Ethiopian - Yirgz 4.96 ± 0.02 3.83 ± 0.33 7.45 ± 0.59 20.72 ± 3.12
Myanmar 4.92 ± 0.03 3.18 ± 0.75 6.40 ± 0.79 19.72 ± 1.17
Columbia 4.99 ± 0.10 4.27 ± 0.21 7.85 ± 0.06 19.98 ± 2.74
Mexico 4.95 ± 0.04 3.58 ± 0.41 6.68 ± 0.62 20.18 ± 1.65
Table 2. Hot Brew Coee Samples: pH, total titratable acid concentration titrated to a pH of 6 and 8 (milliliters
of 0.10 N NaOH per 40 milliliters of brewed coee), and antioxidant activity (millimoles equivalence Trolox per
liter of brewed coee) of hot brew coee samples (Mean ± 95% Condence Interval, n = 6).
5-CQA
(mg/L) 4-CQA
(mg/L) 3-CQA
(mg/L) Total CQA
(mg/L)
Brazilian 1124 ± 63 564 ± 23 513 ± 19 2201 ± 53
Ethiopian - Ardi 1133 ± 36 552 ± 14 464 ± 10 2149 ± 30
Ethiopian - Yirgz 1031 ± 127 480 ± 46 384 ± 34 1895 ± 104
Myanmar 912 ± 126 429 ± 28 355 ± 20 1697 ± 94
Columbia 1018 ± 157 488 ± 51 406 ± 41 1912 ± 127
Mexico 857 ± 138 416 ± 44 344 ± 35 1616 ± 111
Table 3. Cold Brew Coee Samples: concentration of 5-CQA, 4-CQA, 3-CQA, and total CQA concentration
(milligrams per liter of brewed coee) of cold brew coee samples (Mean ± 95% Condence Interval, n = 8).
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Commercial vendors and coee enthusiasts oen suggest that cold brew and hot brew coees boast dierent
taste proles due to diering acidity levels; and that cold brew coee, being supposedly less acidic, may reduce
gastrointestinal symptoms sometimes associated with coee consumption6,47–50. is work found the pH meas-
urements for all coee samples tested to be comparable, ranging between 4.85 to 5.13. Varying the temperature
of the extraction water did not result in distinguishable pH values between hot and cold brew coees (Fig.1).
However, TA results indicate substantially dierent concentrations of total acidic compounds between hot and
cold brew coees. is research found hot coee extracts to have larger measures of titratable acidity, indicating
higher concentrations of extracted acids and/or additional acidic compounds not found in the cold brew coee
extracts (Fig.2). e Pearson correlation coecients for both hot and cold brew samples are less than 0.5. e lack
of a correlation in this data agrees with the ndings of Gloess et al.36 and suggests that pH is a poor measurement
for the complex acid chemistry in both hot and cold brew coee extracts.
In general, these results suggest that cold and hot brew coees are similar in their total concentrations of
deprotonated acid compounds, but dier in the concentration and possibly the complexity of protonated acids
at the pH of extraction. e total CQA concentration data, shown in Tables1 and 3, found hot brew extracts to
have higher total CQA concentrations (Fig.3). is is one source of the dierence in total titratable acidities
(TA). e compounds present in hot brew coee but absent from cold brew coee may be larger molecules
with temperature-dependent solubilities, and/or compounds with signicant intermolecular forces that result in
strong coee matrix-compound attraction.
Antioxidant activity and Total CQA Concentration. e family of chlorogenic acid compounds are known to
contribute signicantly to the antioxidant activity of coee. Work by Daglia et al.51 and Stadler et al.52 have found
the polyphenolic compounds in coee to have antioxidant and antiradical activity in radical-mediated mutagenic
pathways. Given the importance of this family of compounds, correlations between antioxidant activity and CQA
concentrations were analyzed.
Similar to CQA data and TA, the data collected in this study indicated that hot brew extracts have higher anti-
oxidant activity than their cold brew counterparts (Fig.3). Figure4 shows the relationship between antioxidant
activity and total CQA concentration for hot and cold brew coees. e cold brew samples were found to have
a Pearson correlation coecient of 0.82, indicating a relatively strong correlation between these two chemical
characteristics. However, the antioxidant capacity and total CQA concentration of hot brew coee were found to
have a Pearson correlation coecient of 0.22, indicating a much weaker relationship between antioxidant activity
pH
Total Acidity
pH = 6
(mL of 0.10 N NaOH)
Total Acidity
pH = 8
(mL of 0.10 N NaOH)
Antioxidant Activity
(mmol equivalence
Trolox/L coee)
Brazilian 5.04 ± 0.16 2.83 ± 0.21 5.88 ± 0.31 16.10 ± 3.02
Ethiopian - Ardi 5.01 ± 0.02 2.55 ± 0.18 5.25 ± 0.19 17.45 ± 2.05
Ethiopian - Yirgz 4.96 ± 0.08 2.58 ± 0.18 5.18 ± 0.14 13.36 ± 0.99
Myanmar 5.13 ± 0.03 2.52 ± 0.14 5.32 ± 0.21 13.36 ± 2.85
Columbia 5.00 ± 0.05 2.93 ± 0.18 5.52 ± 0.32 15.33 ± 1.92
Mexico 5.08 ± 0.04 2.13 ± 0.11 4.75 ± 0.27 13.92 ± 2.69
Table 4. Cold Brew Coee Samples: pH, total titratable acid concentration titrated to a pH of 6 and 8 (milliliters
of 0.10 N NaOH per 40 milliliters of brewed coee), and antioxidant activity (millimoles equivalence Trolox per
liter of brewed coee) of cold brew coee samples (Mean ± 95% Condence Interval, n = 6).
4.7
4.8
4.9
5.0
5.1
5.2
5.3
BrazilianEth. Ardi Eth. YirgzMyanmar Columbia Mexico
pH
HotCold
Figure 1. pH values of six coee samples brewed using both hot and cold brewing methods. e error bars
represent 95% condence level.
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Scientific RepoRts | (2018) 8:16030 | DOI:10.1038/s41598-018-34392-w
and chlorogenic acid concentration. Given that hot coee extracts exhibited higher antioxidant activity than their
cold brew counterparts, hot water must extract additional bioactive compounds. Hot brew coees analyzed here
were found to have increased concentrations of CQA isomers, and likely had increased concentrations of other
chlorogenic acids. is may account for the dierence in antioxidant activity between hot and cold brews, but
there may be additional compounds responsible for this dierential. e strong correlation between antioxidant
activity and total CQA concentration in cold brew coee suggests that CQA isomers are important drivers of cold
brew coee antioxidant activity.
Discussion
Cold brew coee extracts were found to have lower concentrations of acidic compounds and may be less chem-
ically diverse than hot brew coee extracts prepared from the same beans. is can be seen in both total acidity
and antioxidant activity measurements. Hot coee brews were found to have higher titratable acid levels, indicat-
ing higher concentrations of acidic compounds than in cold brew extracts, and/or additional acidic compounds
not found in cold brew extracts. All cold brew coee samples analyzed in this study were found to have lower
titratable acid levels than their hot brew counterparts. Coee is composed of dozens of low molecular mass com-
pounds, including numerous carboxylic acids such as citric, malic, quinic, succinic, and gluconic acids40,53. While
all of these acids are readily soluble in water, their ability to detach from the coee matrix and diuse through
the intra- and intergranular pore spaces in room temperature water as is used in cold brew method is poorly
understood.
Hot brew coees had higher antioxidant capacities than their cold brew counterparts, indicating that addi-
tional radical-scavenging compounds and/or higher concentrations of such compounds were present in the hot
brew samples. For cold brew coee, a strong correlation was found between total CQA concentration and total
antioxidant activity, while a weak correlation was seen for hot brew coee. e total CQA concentration failed to
correlate with antioxidant activity in hot brew coee likely because those hot water extracts had a more diverse
and complex chemistry than the cold brew samples. It can be assumed that many of the compounds absent from
the cold brew coees were acidic molecules, as the total acidity levels in the hot coees were found to be greater.
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
BrazilianEth. Ardi Eth. YirgzMyanmar Columbia Mexico
HotCold
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
8.0
9.0
BrazilianEth. Ardi Eth. YirgzMyanmarColumbiaMexico
HotCold
Figure 2. Total titratable acids of six coee samples brewed using both hot and cold brewing methods measure
at (le) pH of 6.0 and (right) pH of 8.0. e values are reported as milliliters of 0.1 NaOH per 40 milliliters of
brewed coee. e error bars represent 95% condence level.
0
5
10
15
20
25
30
BrazilianEth. Ardi Eth. YirgzMyanmar Co lumbia Mexico
Antioxidant Activity
HotCold
0
500
1000
1500
2000
2500
3000
3500
4000
BrazilianEth. Ardi Eth. YirgzMyanmar Co lumbia Mexico
HotCold
Figure 3. (le) 3-CGA concentration in milligrams per liter of brewed coee and (right) antioxidant activity in
mmol equivalent of Trolox per liter of brewed coee of the six coee samples brewed using both hot and cold
brewing methods. e error bars represent 95% condence level.
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is research nds that water temperature during aqueous extraction inuences the transport of acidic mol-
ecules from the coee matrix into the water phase substantially enough to alter the total titratable acidity and
antioxidant activity of the resulting coee beverage.
Conclusions and Future Work
is research reveals important fundamental dierences between hot and cold brew coee that may have impli-
cations for possible health impacts on drinkers. It is oen claimed by cold brew coee enthusiasts that cold
brew coee has lower acidity than its hot brew counterparts, and thus may be a better alternative for those who
suer from gastrointestinal symptoms. is study suggests that the hot brew method tends to extract additional
non-deprotonated acids in comparison to the cold brew method. ese acids may be responsible for the higher
antioxidant activities observed in hot brew coee samples. Additionally, the chemical composition of hot brew
coee may be more diverse and complex than that of cold brew coee. Additional research is needed to fully
understand any possible dierences in the health eects of coee as a function of brewing temperature and time.
e lower antioxidant capacity in cold brew coees may decrease the chemoprotective benets known to be asso-
ciated with hot brew coees.
To better understand the relationship between brewing temperature and chemical complexity of the resulting
coee, compound-specic analysis of the extracts is needed. ere are several classes of compounds present
in coee extracts that may be the cause of the dierences seen in hot and cold brew coee in this study. One
possible class of compounds that may inuence pH and antioxidant activity levels are melanoidins. Melanoidin
compounds are known to have antiradical properties and account for upwards of 25% of coee’s dry matter54,55,
however, they have not been characterized in cold brew coees.
Previous studies have reported extensively on the chemical composition of coee34–37,42,56,57. Future work to
identify and quantify compounds present in hot and cold brew coee would help to better elucidate the chemical
dierences between the two beverages. Further work could also be done to characterize the antioxidant activity
of specic compounds and classes of compounds to better understand the role of brewing temperature on total
antioxidant character of the resulting coee beverages.
Materials and Methods
Materials. Pre-ground, light roast Brazilian, Colombian, Ethiopian, Mexican, and Myanmar coees were pur-
chased from commercial vendors. Coee samples from two regions of Ethiopia (labeled as Ardi and Yirgz by the
vendor) were analyzed separately.
5-Caeoylquinic acid (5-CQA, CAS: 327-97-9), 4-CQA (CAS: 905-99-7), and 3-CQA (CAS: 906-33-2) were
purchased from Sigma-Aldrich (Milwaukee, WI). HPLC grade methanol was obtained from Fisher Scientic
(Nazareth, PA). Phosphoric acid (85% wt.) was obtained from Sigma-Aldrich (Milwaukee, WI) and diluted to
2.0 mM concentration using deionized (DI) water. Standard stock solutions of 2.5 mM Trolox (6-hydroxy-2,5,7,
8-tetramethylchroman-2-carboxylic acid) were prepared in ethanol weekly. Trolox and ethanol were purchased
from Sigma-Aldrich (Milwaukee, WI). ABTS˙+ (2,2′-azionbis(3-ethylbenzothiazoline-6-sulfonic acid) diammo-
nium salt) radical cation solutions were prepared every 48 hours and stored in the dark at room temperature. e
ABTS˙+ solution was allowed to stand for 12 hours aer mixing to achieve maximal color formation. e potas-
sium persulfate and ABTS reagents used to generate the radical solution were both obtained from Sigma-Aldrich
(Milwaukee, WI). Standardized 0.1 N NaOH from Sigma-Aldrich (Milwaukee, WI) was used to nd the total
titratable acidity of each coee. Filtered municipal tap water was used to brew the coees. Analysis of this water,
conducted by Penn State University’s Agricultural Analytical Services Laboratory, found the water to have a total
hardness of 174 mg/L and a pH of 7.5.
0
5
10
15
20
25
010002000300
04
00
0
Antioxidant Activity
Cold Hot
PC = 0.82
PC = 0.22
Figure 4. Relationship between 3-CGA concentration (mg/L brewed coee) and antioxidant activity (mmol
equivalent Trolox/L brewed coee) for hot and cold brew coees from the six regional coee samples.
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Methods. Cold brew experiments. e cold brewing process was carried out at room temperature (ranging
from 21 °C to 25 °C over the experimental period) adapted from a home-brewing recipe published on e New
York Times’s Cooking website58. A sample of 35.0 g of coee was placed in 350 mL of carbon-ltered municipal
water in a 32-ounce Mason jar tted with a screw-top lid. e coee was allowed to brew for 7 hours as suggested
by our previous study32. e coee samples were then ltered using the Hario V60 paper lter before analysis.
Four samples were taken from each batch of ltered cold brew coee, and each experiment was performed in
duplicate (n = 8).
Hot brew experiments. Hot brew extraction was conducted using the same coee-to-water ratio as was used in
the cold brew method. e water was heated to boiling, then added to coee grounds in a traditional French press
carafe. e coee samples were brewed for 6 minutes before ltering using the Hario V60 paper lter. It is noted
that the samples at the time of ltering were dierent between hot and cold brew experiments. e experiments
were designed to simulate typical brewing environments for consumption. us, the ltering process was not
temperature controlled. ree samples were taken from each batch of ltered hot brew coee, and each experi-
ment was performed in duplicate (n = 6).
Sample Storage. Both cold brew and hot brew samples were freshly prepared for each experiment. All samples
were analyzed within 10 minutes of brewing.
HPLC Analysis. Standard solutions and coee extracts were analyzed using an adapted methodology reported
in GL Sciences Technical Note No. 6759. An Agilent 1200 Series high-performance liquid chromatography system
(HPLC) was tted with a Supelco 5 µm column (15 cm × 4.6 cm) (Supelco, Bellefonte, PA) run at 40.0 °C with a
mobile phase mixture of 75% mobile phase A and 25% mobile phase B (A: 95% 2.0 mM phosphoric acid and 5%
methanol; B: 95% methanol and 5% 2.0 mM phosphoric acid). e ow rate was 1.0 mL/min with an injection
volume of 10.0 µL. CQA isomers were detected using a diode array detector at 325 nm. 5-CQA was quantied
via standard calibration curves. 4-CQA and 3-CQA standards were used to determine the retention time of each
isomer. Quantitation of the other CQA isomers was accomplished using the area of 5-CQA standard combined
with the respective molar extinction coecients of other two isomers as reported previously33,34,38.
Total acidity and pH measurements. e pH of each brewed coee sample was measured with a Mettler Toledo
FiveEasyTM F20 benchtop pH/mV meter. A 40 mL aliquot of coee brew was titrated with 0.1 N NaOH at 22 °C to
a pH of 6.0 and a pH of 8.0.
Antioxidant activity measurements. Total antioxidant activity of hot and cold brew coees was determined using
an ABTS radical cation decolorization assay modied from Re et al. and Vignoli et al.60,61. To summarize the pro-
cedure, a stock solution of ABTS˙+ was made by mixing equal parts 7.0 mM ABTS and 2.45 mM potassium per-
sulfate to form the ABTS˙+ radical cation. e mixture was allowed to stand in the dark at room temperature for
14 to 16 hours to reach optimal absorbance at 734 nm. A dilute working solution of ABTS˙+ with an absorbance
between 0.80 and 0.90 at 734 nm was made by diluting the stock solution with DI water. Trolox standards were
tested by mixing 30 µL of 2.5 mM Trolox solution with 4.0 mL of diluted ABTS˙+ solution and allowing to stand
for 6 minutes. e resulting solution was analyzed by UV-Vis spectroscopy at 734 nm using a ermo Scientic
Evolution 201 spectrophotometer, and ABTS˙+ scavenging capacity was determined by absorbance dierence
between the working standard and the Trolox - ABTS˙+ sample.
Filtered coee samples were diluted 1:2 with DI water and centrifuged at 8000 rev/min for 2 minutes to further
remove any particulates from the sample. A 5.0 µL aliquot of coee was pipetted into 4.0 mL of the dilute ABTS˙+
and allowed to stand for 6 minutes. e resulting solution was analyzed by UV-Vis following the procedure for the
Trolox standards. e total antioxidant capacity of each coee sample was calculated as mmol Trolox equivalent
per liter of brewed coee.
Statistical analysis. ANOVA (Table S1) andtwo-tailed student’s t-test(Table S2) were employed to determine
similarities in antioxidant activities, pH values, total acidities, and equilibrium concentrations of CQA with con-
sideration to the origin of the coee and brewing method. e output of the statistical analysis is included in the
supplementary information.
Data Availability
All data generated or analyzed during this study are included in this published article (and its Supplementary
Information les).
References
1. Berry, D. Competition heats up in the cold brew category. Food Business News, Available at: https://www.foodbusinessnews.net/
articles/7365-competition-heats-up-in-the-cold-brew-category (Accessed: 14th May 2018) (2016).
2. Sisel, E. e Strength of Cold Brew. Mintel, Available at: http://www.mintel.com/blog/drin-maret-news/the-strength-of-cold-
brew (Accessed: 14th May 2018) (2016).
3. Brown, N. New US Coee Shop Growth Slows as TD and Cold Brew Accelerate, According to Mintel. oast Magazine, Available
at: https://dailycoeenews.com/2017/10/03/new-us-coee-shop-growth-slows-as-rtd-and-cold-brew-accelerate-according-to-
mintel/ (Accessed: 14th May 2018) (2017).
4. Meyer, D. Dunin’ Donuts Is Giving Away Free Cold Brew Coee Today. Here’s How To Get Yours. Fortune, Available at: http://
fortune.com/2018/04/06/dunin-donuts-free-coee-cold-brew/ (Accessed: 14th May 2018) (2018).
5. Miesse, M. Some benets of drining cold-brew coee. Healthy Living Made Simple, Available at: http://healthylivingmadesimple.
com/benets-drining-cold-brew-coee/#respond (Accessed: 14th May 2018).
Content courtesy of Springer Nature, terms of use apply. Rights reserved
www.nature.com/scientificreports/
8
Scientific RepoRts | (2018) 8:16030 | DOI:10.1038/s41598-018-34392-w
6. Bodnariuc, D. 5 Health Benets Of Cold Brew Coee – Why Is Cold Brew Better an Drip Coee. Coee Brewing Methods,
Available at: https://coee-brewing-methods.com/cold-brew/health-benets-of-cold-brew-coee/ (Accessed: 14th May 2018)
(2017).
7. omas, F. B., Steinbaugh, J. T., Fromes, J. J., Mehjian, H. S. & Caldwell, J. H. Inhibitory eect of coee on lower esophageal
sphincter pressure. Gastroenterology 79, 1262–1266 (1980).
8. Wendl, B., Pfeier, A., Pehl, C., Schmidt, T. & aess, H. Eect of decaeination of coee or tea on gastro-oesophageal reux. Aliment.
Pharmacol. er. 8, 283–287 (1994).
9. Pehl, C., Pfeier, A., Wendl, B. & aess, H. e eect of decaeination of coee on gastro-oesophageal reux in patients with reux
disease. Aliment. Pharmacol. er. 11, 483–486 (1997).
10. ubo, A., Bloc, G., Quesenberry, C. P. Jr., Buer, P. & Corley, D. A. Dietary guideline adherence for gastroesophageal reux disease.
BMC Gastroenterol. 14, 144 (2014).
11. Shimamoto, T. et al. No Association of Coee Consumption with Gastric Ulcer, Duodenal Ulcer, eux Esophagitis, and Non-
Erosive eux Disease: A Cross-Sectional Study of 8,013 Healthy Subjects in Japan. PLoS One 8, e65996 (2013).
12. Poole, . et al. Coee consumption and health: umbrella review of meta-analyses of multiple health outcomes. BMJ 359, j5024
(2017).
13. Ding, M., Bhupathiraju, S. N., Satija, A., van Dam, . M. & Hu, F. B. Long-term coee consumption and ris of cardiovascular
disease: a systematic review and a dose-response meta-analysis of prospective cohort studies. Circulation 129, 643–659 (2014).
14. Grosso, G. et al. Coee consumption and ris of all-cause, cardiovascular, and cancer mortality in smoers and non-smoers: a
dose-response meta-analysis. Eur. J. Epidemiol. 31, 1191–1205 (2016).
1 5. Larsson, S. C., Drca, N., Jensen-Urstad, M. & Wol, A. Coee consumption is not associated with increased ris of atrial brillation:
results from two prospective cohorts and a meta-analysis. BMC Med. 13 (2015).
16. Lippi, G., Mattiuzzi, C. & Franchini, M. Venous thromboembolism and coee: critical review and meta-analysis. Ann Transl Med 3,
152 (2015).
17. Liu, F. et al. Coee Consumption Decreases iss for Hepatic Fibrosis and Cirrhosis: A Meta-Analysis. PLoS One 10, e0142457
(2015).
18. Wijarnpreecha, ., ongprayoon, C. & Ungprasert, P. Coee consumption and ris of nonalcoholic fatty liver disease. Eur. J.
Gastroenterol. Hepatol. 29, e8–e12 (2017).
19. Ding, M., Bhupathiraju, S. N., Chen, M., van Dam, . M. & Hu, F. B. Caeinated and decaeinated coee consumption and ris of
type 2 diabetes: a systematic review and a dose-response meta-analysis. Diabetes Care 37, 569–586 (2014).
20. Jiang, X., Zhang, D. & Jiang, W. Coee and caeine intae and incidence of type 2 diabetes mellitus: a meta-analysis of prospective
studies. Eur. J. Nu tr. 53, 25–38 (2014).
21. Hernán, M. A., Taouche, B., Caamaño-Isorna, F. & Gestal-Otero, J. J. A meta-analysis of coee drining, cigarette smoing, and
the ris of Parinson’s disease. Ann. Neurol. 52, 276–284 (2002).
22. Wang, L., Shen, X., Wu, Y. & Zhang, D. Coee and caeine consumption and depression: A meta-analysis of observational studies.
Aust. N. Z. J. Psychiatry 50, 228–242 (2016).
23. Bauradze, T. et al. Antioxidant eectiveness of coee extracts and selected constituents in cell-free systems and human colon cell
lines. Mol. Nutr. Food es. 54, 1734–1743 (2010).
24. Barber, D. A. & Harris, S. . Oxygen free radicals and antioxidants: a review. Am. Pharm. NS34, 26–35 (1994).
25. Choudhari, S. ., Chaudhary, M., Gadbail, A. ., Sharma, A. & Teade, S. Oxidative and antioxidative mechanisms in oral cancer
and precancer: a review. Oral Oncol. 50, 10–18 (2014).
26. Valo, M. et al. Free radicals and antioxidants in normal physiological functions and human disease. Int. J. Biochem. Cell Biol. 39,
44–84 (2007).
27. Naveed, M. et al. Chlorogenic acid (CGA): A pharmacological review and call for further research. Biomed. Pharmacother. 97, 67–74
(2018).
28. Chu, Y.-F. et al. oasted coees high in lipophilic antioxidants and chlorogenic acid lactones are more neuroprotective than green
coees. J. Agric. Food Chem. 57, 9801–9808 (2009).
29. im, A. . & im, J. S. Flavor Contributing Nonvolatile Chemical and Sensory Characterization of Cold Water Extraction-based
Coee by Dierent ExtractionMethods (Dripping vs Steeping) and Time. Journal of e orea Society for Coee Industry 3, 1–9
(2014).
30. Lane, S., Palmer, J., Christie, B., Ehlting, J. & Le, C. Can Cold Brew Coee Be Convenient? A Pilot Study For Caeine Content in
Cold Brew Coee Concentrate Using High Performance Liquid Chromatography. e Arbutus eview 8, 15–23 (2017).
31. Shin, .-S. e Chemical Characteristics and Immune-Modulating Activity of Polysaccharides Isolated from Cold-Brew Coee.
Prev Nutr Food Sci 22, 100–106 (2017).
32. Fuller, M. & ao, N. Z. e Eect of Time, oasting Temperature, and Grind Size on Caeine and Chlorogenic Acid Concentrations
in Cold Brew Coee. Sci. ep. 7, 17979 (2017).
33. Trugo, L. C. & Macrae, . Chlorogenic acid composition of instant coees. Analyst 109, 263–266 (1984).
34. Farah, A., de Paulis, T., Trugo, L. C. & Martin, P. . Eect of roasting on the formation of chlorogenic acid lactones in coee. J. Agric.
Food Chem. 53, 1505–1513 (2005).
35. Moon, J.-., Yoo, H. S. & Shibamoto, T. ole of roasting conditions in the level of chlorogenic acid content in coffee beans:
correlation with coee acidity. J. Agric. Food Chem. 57, 5365–5369 (2009).
36. Gloess, A. N. et al. Comparison of nine common coee extraction methods: instrumental and sensory analysis. Eur. Food es.
Tec hnol. 236, 607–627 (2013).
37. Fujioa, . & Shibamoto, T. Chlorogenic acid and caeine contents in various commercial brewed coees. Food Chem. 106, 217–221
(2008).
38. Monente, C., Ludwig, I. A., Irigoyen, A., De Peña, M.-P. & Cid, C. Assessment of total (free and bound) phenolic compounds in
spent coee extracts. J. Agric. Food Chem. 63, 4327–4334 (2015).
39. Ludwig, I. A. et al. Extraction of coee antioxidants: Impact of brewing time and method. Food es. Int. 48, 57–64 (2012).
40. Bähre, F. & Maier, H. G. Electrophoretic clean-up of organic acids from coee for the GC/MS analysis. Fresenius J. Anal. Chem. 355,
190–193 (1996).
41. Maier, H. G., Balce, C. & Thies, F.-C. Die Säuren Des affees. VI. Abhängigeit des sauren Geschmacs von pH-Vert und
Säuregrad. Lebensm. Gerichtl. Chem. 37, 81–83 (1983).
42. Balzer, H. H. Acids in coee. In Coee: ecent Development (eds Clare, . J. & Vitzthum, O. G.) 1, 18–32 (Oxford, England:
Blacwell Science, 2001).
43. del Castillo, M. D., Ames, J. M. & Gordon, M. H. Eect of roasting on the antioxidant activity of coee brews. J. Agric. Food Chem.
50, 3698–3703 (2002).
44. Cämmerer, B. & roh, L. W. Antioxidant activity of coee brews. Eur. Food es. Technol. 223, 469–474 (2006).
45. Vignoli, J. A., Bassoli, D. G. & Benassi, M. T. Antioxidant activity, polyphenols, caeine and melanoidins in soluble coee: e
inuence of processing conditions and raw material. Food Chem. 124, 863–868 (2011).
46. ichelle, M., Tavazzi, I. & Oord, E. Comparison of the antioxidant activity of commonly consumed polyphenolic beverages (coee,
cocoa, and tea) prepared per cup serving. J. Agric. Food Chem. 49, 3438–3442 (2001).
Content courtesy of Springer Nature, terms of use apply. Rights reserved
www.nature.com/scientificreports/
9
Scientific RepoRts | (2018) 8:16030 | DOI:10.1038/s41598-018-34392-w
47. How Coee Lovers Manage Acid eux | Café Altura. Cafe Altura, Available at: https://cafealtura.com/coee-and-acid-reux/
(Accessed: 31st May 2018) (2014).
48. GED and Caeine: Are Coee and Tea O Limits? Healthline, Available at: https://www.healthline.com/health/gerd/coee-tea
(Accessed: 31st May 2018) (2015).
49. Cold Brew Coee Lowers Heartburnis - How to Treat Heartburn. How to Treat Heartburn, Available at: https://howtotreatheartburn.
com/cold-brew-coee-lowers-heartburn-chances/ (Accessed: 31st May 2018) (2015).
50. odrigo. Can Coee Cause Acid eux? Yes! 7 Ways to Avoid It. LittleCoee Place, Available at: https://www.littlecoeeplace.com/
coee-acid-reux (Accessed: 31st May 2018) (2018).
51. Daglia, M. et al. In vitro and ex vivo antihydroxyl radical activity of green and roasted coee. J. Agric. Food Chem. 52, 1700–1704
(2004).
52. Stadler, . H., Turesy, . J., Müller, O., Marovic, J. & Leong-Morgenthaler, P. M. e inhibitory eects of coee on radical-
mediated oxidation and mutagenicity. Mutat. es. 308, 177–190 (1994).
53. Bähre, F. & Maier, H. G. New non-volatile acids in coee. Deutsche Lebensmittel-undschau (Germany) 95 (1999).
54. Borrelli, . C., Visconti, A., Mennella, C., Anese, M. & Fogliano, V. Chemical characterization and antioxidant properties of coee
melanoidins. J. Agric. Food Chem. 50, 6527–6533 (2002).
55. Hofmann, T., Bors, W. & Stettmaier, . adical-assisted melanoidin formation during thermal processing of foods as well as under
physiological conditions. J. Agric. Food Chem. 47, 391–396 (1999).
56. Niseteo, T., omes, D., Belšča-Cvitanović, A., Horžić, D. & Budeč, M. Bioactive composition and antioxidant potential of dierent
commonly consumed coee brews aected by their preparation technique and mil addition. Food Chem. 134, 1870–1877 (2012).
5 7. Moon, J.-. & Shibamoto, T. ole of roasting conditions in the prole of volatile avor chemicals formed from coee beans. J. Agric.
Food Chem. 57, 5823–5831 (2009).
58. Times, T. N. Y. Cold-Brewed Iced Coee ecipe. e New Yor Times.
59. Tanaa, Y. Analysis of chlorogenic acid in coee by HPLC. (GL Science Inc).
60. e, . et al. Antioxidant activity applying an improved ABTS radical cation decolorization assay. Free adic. Biol. Med. 26,
1231–1237 (1999).
61. Vignoli, J. A., Viegas, M. C., Bassoli, D. G. & de Toledo Benassi, M. oasting process aects dierently the bioactive compounds and
the antioxidant activity of arabica and robusta coees. Food es. Int. 61, 279–285 (2014).
Acknowledgements
e authors would like to thank Maria Latorre Socas, Javika Shah, Kelly Fallon, Bhumi Patel, Cailyn Chow, Nicole
Misiorski, Alyssa Olewine, Danielle Adams, Madisyn Peoples, Amritpal Jagra, Paulina Czerwinska, and Lauren
Mehrfor their contribution in data collection. is work would not have been possible without their oversight of
sample collection, HPLC analysis, pH measurement, titration, and antioxidant measurement. e authors would
like to thank the generous funding support provided by the Eileen Martinson ’86 Fund for the Undergraduate
Capstone Experience at the omas Jeerson University East Falls Campus as well as the University Faculty
Research, Scholarship, and Practice-based Grant.Publication made possible in part by support from the omas
Jeerson University + Philadelphia University Open Access Fund.
Author Contributions
N.Z.R. conceived of the total acidity study and contributed to the experimental design and execution of the study.
M.F. conceived of the antioxidant study and contributed to the experimental design and execution of the study.
N.Z.R. and M.F. contributed equally to all versions of the manuscript.
Additional Information
Supplementary information accompanies this paper at https://doi.org/10.1038/s41598-018-34392-w.
Competing Interests: e authors declare no competing interests.
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