Brett M Babin1, Gabriela Fernandez-Cuervo1, Jessica Sheng1, Ori Green2, Alvaro A Ordonez3,4,5, Mitchell L Turner3,4,5, Laura J Keller6, Sanjay K Jain3,4,5, Doron Shabat2, Matthew Bogyo1,6,7. 1. Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States. 2. School of Chemistry, Raymond and Beverly Sackler Faculty of Exact Sciences, Tel Aviv University, Tel Aviv 69978, Israel. 3. Center for Infection and Inflammation Imaging Research, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, United States. 4. Center for Tuberculosis Research, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, United States. 5. Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States. 6. Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, California 94305, United States. 7. Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, United States.
Abstract
Tuberculosis (TB) is a top-ten cause of death worldwide. Successful treatment is often limited by insufficient diagnostic capabilities, especially at the point of care in low-resource settings. The ideal diagnostic must be fast, be cheap, and require minimal clinical resources while providing high sensitivity, selectivity, and the ability to differentiate live from dead bacteria. We describe here the development of a fast, luminescent, and affordable sensor of Hip1 (FLASH) for detecting and monitoring drug susceptibility of Mycobacterium tuberculosis (Mtb). FLASH is a selective chemiluminescent substrate for the Mtb protease Hip1 that, when processed, produces visible light that can be measured with a high signal-to-noise ratio using inexpensive sensors. FLASH is sensitive to fmol of recombinant Hip1 enzyme in vitro and can detect as few as thousands of Mtb cells in culture or in human sputum samples within minutes. The probe is highly selective for Mtb compared to other nontuberculous mycobacteria and can distinguish live from dead cells. Importantly, FLASH can be used to measure antibiotic killing of Mtb in culture with greatly accelerated timelines compared to traditional protocols. Overall, FLASH has the potential to enhance both TB diagnostics and drug resistance monitoring in resource-limited settings.
Tuberculosis (TB) is a top-ten cause of death worldwide. Successful treatment is often limited by insufficient diagnostic capabilities, especially at the point of care in low-resource settings. The ideal diagnostic must be fast, be cheap, and require minimal clinical resources while providing high sensitivity, selectivity, and the ability to differentiate live from dead bacteria. We describe here the development of a fast, luminescent, and affordable sensor of Hip1 (FLASH) for detecting and monitoring drug susceptibility of Mycobacterium tuberculosis (Mtb). FLASH is a selective chemiluminescent substrate for the Mtb protease Hip1 that, when processed, produces visible light that can be measured with a high signal-to-noise ratio using inexpensive sensors. FLASH is sensitive to fmol of recombinant Hip1 enzyme in vitro and can detect as few as thousands of Mtb cells in culture or in human sputum samples within minutes. The probe is highly selective for Mtb compared to other nontuberculous mycobacteria and can distinguish live from dead cells. Importantly, FLASH can be used to measure antibiotic killing of Mtb in culture with greatly accelerated timelines compared to traditional protocols. Overall, FLASH has the potential to enhance both TB diagnostics and drug resistance monitoring in resource-limited settings.
Tuberculosis
(TB) is a top-ten cause of death worldwide, with an
estimated 10 million new cases leading to nearly 1.5 million deaths
yearly. Many of these deaths could be prevented by improving access
to diagnostics and therapeutics, especially in low-resource countries
that are disproportionally affected. This fact is exemplified by the
disparity in disease burdens which range from five or fewer cases
per 100 000 in the United States and Europe to more than 500
cases per 100 000 in some countries in Southern Africa and
Southeastern Asia. Exacerbating this issue is the extraordinary number
of cases that go undiagnosed. The World Health Organization estimates
that 2.9 million cases (approximately 30% of all new cases) went unreported
in 2019.[1] Undiagnosed cases cannot be treated,
nor can their spread be mitigated, leading to poor patient outcomes
and increased infections. Additionally, diagnoses that take longer
than a single clinical visit require the patient to return to receive
the test result and begin antibiotic therapy. Diagnostic delay leads
to further delays in treatment.[2] Thus,
one of the key pillars of the strategy for eradicating TB is increasing
diagnostic capabilities. Rapid, simple, and accurate diagnosis of
TB remains a challenge in resource-poor settings.Current diagnostics
are limited by their speed, sensitivity, cost,
and ability to differentiate live from dead bacteria. Culture of Mycobacterium tuberculosis (Mtb), the causative
agent of TB, in liquid or solid media is the gold standard for TB
diagnosis. Culture methods offer the highest sensitivity and specificity
but are expensive and slow, with conventional culture methods taking
up to 8 weeks. In decentralized, resource-poor settings, the recommended
diagnostic methods are sputum smear microscopy or the GeneXpert MTB/RIF
assay.[3] Sputum smear microscopy is relatively
simple and inexpensive. However, the sensitivity of sputum smear microscopy
is dependent on the sputum processing method and the experience of
the user and thus varies widely between 0.32 and 0.97,[4] leading to false negatives. The Xpert MTB/RIF assay, developed
for the GeneXpert platform, is a nucleic acid amplification test (NAAT)
that uses PCR to detect Mtb and mutations that confer
resistance to rifampicin in under 2 h and has sensitivity greater
than 0.86.[5−7] However, infrastructure requirements, such as continuous
electrical supply and trained personnel, prohibit the implementation
of GeneXpert in peripheral health clinics, and the cost of each Xpert
MTB/RIF test in addition to the capital cost for the GeneXpert System
is too high for widespread use of this diagnostic method. Furthermore,
NAATs like GeneXpert are susceptible to false positives when evaluating
disease progression or treatment outcomes because they can amplify
bacterial DNA from dead bacteria following antibiotic treatment. Therefore,
there is a need for rapid, affordable, point-of-care diagnostics for
TB that offer high sensitivity and selectivity. Ideally, new diagnostic
methods should be able to detect small numbers of bacilli and be specific
for Mtb as opposed to other bacterial species present
in the sputum, airway, and oral sites.The increasing prevalence
of multi-drug-resistant TB also leads
to poor health outcomes. In 2018, there were half a million new cases
of rifampicin (RIF)-resistant TB.[1] Early
identification of resistance is important for developing proper antibiotic
regimens for patients, yet drug susceptibility testing (DST) to determine
resistance in clinical isolates can take from 10 days in liquid medium
to 28–42 days on solid medium. Molecular tests such as Xpert
MTB/RIF provide a rapid method of identifying the presence of mutations
that confer resistance, but the design of these tests requires genetic
information for each mutation. The development of new tests to detect
new resistance mutations or resistance to novel drugs thus requires
substantial investment in time and resources. Therefore, new rapid,
inexpensive, and comprehensive methods for phenotypic DST have the
potential to be transformative to clinical testing of Mtbinfections.The development of new diagnostics and methods
for DST has attracted
substantial attention.[8,9] Promising diagnostics under investigation
include those that use patient samples other than sputum such as RNA
measurements from blood samples,[10] detection
of the Mtb cell wall component lipoarabinomannan
in patient urine,[11] and identification
of volatile compounds from patient breath.[12,13] New fluorescent probes have been developed to report on the activity
of mycobacterial enzymes. For example, probes have been developed
that target mycobacterial esterases,[14] sulfatases,[15] and trehalose mycolyltransesterases,[16,17] but these probes are nonspecific since they also label nontuberculous
mycobacteria (NTMs) that may also be present in sputum. Probes activated
by the Mtb β-lactamase BlaC have been shown
to specifically label Mtb in patient sputum samples.[18−20] These enzyme-based tests offer an improvement in specificity compared
to sputum smear microscopy; however, their reliance on fluorescence
measurements necessitates imaging instruments that may not be practical
for point-of-care use.Luminescent probes serve as a promising
alternative to fluorescence
counterparts. Unlike fluorescence, detection of the luminescent signal
does not require an excitation source nor advanced optics and can
be achieved by a simple, inexpensive luminometer. The background signal
is substantially lower because the components of biological samples
that often produce undesired fluorescent signals do not spontaneously
generate light. Recent advancements in the development of chemiluminescent
reporters have made it possible to design aqueous soluble and stable
probes that generate light only upon enzymatic cleavage.[21−23] This approach has been used to create chemiluminescent sensors for
β-galactosidase,[24] cathepsin B,[25]Salmonella sp. esterases and Listeria monocytogenes phosphatidylinositol-specific phospholipase
C,[26] and carbapenemase activity in bacteria.[27] The latter three probes exhibited rapid and
sensitive detection of bacteria in culture.To address diagnostic
needs for TB, we have developed a luminescence-based
probe that overcomes many of the limitations faced by existing diagnostics
and clinical methods for DST. We sought to combine the sensitivity
and selectivity of an enzyme-based probe with the ease of detection
and low background of a chemiluminescent output. As an enzymatic target,
we chose the Mtb hydrolase important for pathogenesis
1 (Hip1 or carboxylesterase A CaeA, Rv2224c). Hip1 is a cell-envelope-associated
serine protease that is essential for Mtb virulence[28] and its survival in macrophages.[29] Hip1 cleaves the Mtb protein
GroEL2, contributing to the suppression of early macrophage proinflammatory
responses.[30−32] Together, the following characteristics make Hip1
an attractive target: (i) Its presence on the cell surface makes it
highly accessible to small-molecule probes. (ii) Its importance for
pathogenesis suggests that it will be expressed during infection.
(iii) The human genome does not encode a homologue of Hip1. (iv) Prior
work from our group has identified an amino acid recognition sequence
that is specifically cleaved by Hip1.[33] Here, we describe a new diagnostic probe for detecting Mtb: fast, luminescent, and affordable sensor of Hip1 (FLASH). FLASH
quantitatively reports on the presence of active Hip1 and can quantify
and detect as few as 4000 Mtb cells in a 1 h measurement.
In human sputum samples, FLASH can detect Mtb spiked
in to final concentrations typically found in clinical specimens.
Importantly, FLASH also differentiates live from dead bacteria and
thus can be used to determine drug susceptibility of clinical isolates
using a greatly accelerated and simplified workflow compared to current
culture-based methods. Together, these data show that FLASH is a promising
candidate for rapid TB diagnostics in point-of-care clinics and clinical
DST.
Results
Design of a Chemiluminescent Substrate Probe for Mtb Hip1
To generate a probe that produces light upon cleavage by Hip1,
we combined a selective tetrapeptide Hip1 substrate with a p-amino-benzyl-alcohol self-eliminating linker and a phenoxy-dioxetane
luminophore (Figure A). The tetrapeptide sequence was previously optimized for Hip1 cleavage
and offers high selectivity for Hip1 compared to other enzymes from Mtb or humans.[33] Upon enzymatic
cleavage, the aniline linker undergoes spontaneous elimination, releasing
the activated phenoxy-dioxetane luminophore. Subsequent chemiexcitation
and decay processes result in the spontaneous generation of light.
Live Mtb express active Hip1 which processes the
probe to produce light (Figure B). Emitted light is measured with a sensitive luminometer
and integrated over time to yield a total luminescent signal (Figure C).
Figure 1
Fast luminescent affordable
sensor of Hip1 (FLASH). (A) Following
proteolytic cleavage of the FLASH probe by Mtb Hip1,
self-elimination and chemiexcitation steps ultimately lead to light
emission. (B) Mtb produces Hip1 protease which cleaves
the FLASH probe, producing light. (C) Light produced by probe cleavage
is measured over time. Total light output in a given time period (dashed
area) is summed to yield integrated luminescence.
Fast luminescent affordable
sensor of Hip1 (FLASH). (A) Following
proteolytic cleavage of the FLASH probe by Mtb Hip1,
self-elimination and chemiexcitation steps ultimately lead to light
emission. (B) Mtb produces Hip1 protease which cleaves
the FLASH probe, producing light. (C) Light produced by probe cleavage
is measured over time. Total light output in a given time period (dashed
area) is summed to yield integrated luminescence.We first sought to test that our previously reported fluorogenic
substrate probe for Hip1 could be converted to a luminescent reporter.
To evaluate Hip1 activity toward the FLASH probe, we titrated recombinantly
expressed enzyme and measured luminescent signal with a microplate
reader. Light was detected immediately upon enzyme addition, and the
magnitude of the signal depended on the amount of enzyme added (Figure A). Integration of
luminescence yielded typical substrate processing curves (Figure B). Incubation of
Hip1 with a negative control probe containing d-amino acids
(D-FLASH, Figure S1) yielded no luminescent
signal and provided a measure of background signal resulting from
spontaneous release of the reporter due to probe instability (Figure S2). To evaluate the sensitivity of the
probe, we compared the integrated FLASH luminescence after 60 min
of measurement for each concentration of enzyme to the control samples
that lacked enzyme. Samples containing as little as 2.5 fmol of enzyme
(50 pM) produced a signal that was significantly above the background
signal (Figure C).
Integrated luminescence correlated linearly with total enzyme concentration
(r = 0.99), indicating that FLASH is both highly
sensitive and quantitative for detection of Hip1. Kinetic analysis
of the titrated probe yielded a kcat/KM of 7.5 × 104 M–1 s–1 (Figure D). To verify that the FLASH probe responds only to
active enzyme, we incubated Hip1 with the Hip1 inhibitor CSL157 (Figure S1)[33] prior
to the addition of the FLASH probe. We observed a dose-dependent reduction
in luminescence with a calculated IC50 of 270 nM (Figure E), within error
of the value measured using a fluorogenic Hip1 substrate (also 270
nM).[33] Results obtained from the recombinant
enzyme show that the FLASH probe is a sensitive, quantitative measure
of active enzyme. For all FLASH experiments, raw luminescence data
(as shown in Figure A) were integrated to yield total luminescence (as shown in Figure C).
Figure 2
FLASH is a sensitive
probe for Mtb Hip1 activity.
(A) Light emitted by the FLASH probe upon incubation with various
concentrations of Mtb Hip1. (B) Time course of integrated
luminescence from part A. (C) Total integrated luminescence after
1 h of incubation with Mtb Hip1 (mean ± SD, n = 3). Horizontal lines show the mean (solid) ± 3
SD (dashed) of control samples lacking enzyme. Each enzyme concentration
was compared to the control samples via one-way ANOVA with Dunnett’s
test (***, p < 0.001). The best fit line shows
linear regression to the log-transformed data. (D) Kinetic analysis
of the FLASH probe. Data were fitted to the Michaelis–Menten
equation to yield kinetic parameters. (E) Inhibition of Mtb Hip1 by CSL157 (mean ± SD, n = 3). Mtb Hip1 was preincubated with inhibitor for 30 min at 37
°C before the addition of the FLASH probe. Data were fitted to
a four-parameter logistic equation to yield IC50. All parameters
are reported as the 95% confidence interval.
FLASH is a sensitive
probe for Mtb Hip1 activity.
(A) Light emitted by the FLASH probe upon incubation with various
concentrations of Mtb Hip1. (B) Time course of integrated
luminescence from part A. (C) Total integrated luminescence after
1 h of incubation with Mtb Hip1 (mean ± SD, n = 3). Horizontal lines show the mean (solid) ± 3
SD (dashed) of control samples lacking enzyme. Each enzyme concentration
was compared to the control samples via one-way ANOVA with Dunnett’s
test (***, p < 0.001). The best fit line shows
linear regression to the log-transformed data. (D) Kinetic analysis
of the FLASH probe. Data were fitted to the Michaelis–Menten
equation to yield kinetic parameters. (E) Inhibition of Mtb Hip1 by CSL157 (mean ± SD, n = 3). Mtb Hip1 was preincubated with inhibitor for 30 min at 37
°C before the addition of the FLASH probe. Data were fitted to
a four-parameter logistic equation to yield IC50. All parameters
are reported as the 95% confidence interval.
FLASH is a Quantitative Probe for Mtb
To determine
whether the FLASH probe can detect live Mtb, we added
probe to bacterial cultures and measured luminescence. To optimize
assay conditions for bacterial detection, the signal-to-noise ratio
(SNR) was calculated for different integration times by dividing the
integrated signal for cultures with and without Mtb cells (Figure S3A). 60 min of integration
time yielded an SNR of greater than 15, and we used this measurement
time for all subsequent experiments. The luminescent signal was reduced
when cultures were preincubated with Hip1 inhibitor (Figure S3B), indicating that, as observed for experiments
with the recombinant enzyme, probe cleavage in the presence of cells
is dependent on active Hip1.A key metric for evaluating FLASH
as a potential diagnostic is the ability for the probe to detect the
small numbers of bacteria usually found in sputum samples. To quantify
the limit of detection of FLASH for Mtb, bacterial
cultures were serially diluted into either culture medium or processed
human sputum prior to adding the probe (Figure A). In all cases, absorbance (OD600) was used as a proxy for cell number. The conversion factor between
absorbance and cell count was obtained by colony forming unit (CFU)
plating (OD600 1 = 3 × 108 CFU/mL). The
experiment was performed with two strains of Mtb:
the laboratory strain, H37Rv, measured in a biosafety-level-3 (BSL3)
facility; and the attenuated strain, mc26020,[34] measured in a BSL2 facility. For both strains,
the luminescent signal was linearly correlated with cell number (Figure B,C). Limits of detection
(LODs) were calculated by extrapolating best fit lines to estimate
the cell number for which the luminescent signal would equal 3 times
the standard deviation of the negative controls lacking cells. LODs
for H37Rv and for mc26020 were 23 000 and 4000 cells,
respectively. We attribute the higher LOD in H37Rv to the less sensitive
microplate reader available for use in the BSL3. SNRs were higher
at all integration times for the more sensitive BSL2 microplate reader
(Figure S3A), and there was not a significant
difference between integrated luminescence for H37Rv and for mc26020 when both were measured on the BSL3 microplate reader
(Figure S3C).
Figure 3
FLASH is a quantitative
probe for Mtb cells. (A)
To determine the limit of detection, cultures of Mtb were serially diluted into medium or into processed human sputum
and then incubated with the FLASH probe. Total integrated luminescence
after 1 h of incubation of the FLASH probe with (B) Mtb H37Rv in 7H9 medium, (C) mc26020 in 7H9 medium, and (D)
mc26020 in processed human sputum (mean ± SD, n = 3). Horizontal lines show the mean (solid) ± 3
SD (dashed) of control samples lacking cells. For all experiments,
each sample was compared to the no-bacteria control via one-way ANOVA
with Dunnett’s test (***, p < 0.001; for
part C, all comparisons yielded p < 0.001). Best
fit lines show linear regressions to the log-transformed data (excluding
cell concentrations that are not significantly different from the
control). Limits of detection were calculated by determining the cell
number for which the best fit line intercepts the mean + 3 SD of the
control samples.
FLASH is a quantitative
probe for Mtb cells. (A)
To determine the limit of detection, cultures of Mtb were serially diluted into medium or into processed human sputum
and then incubated with the FLASH probe. Total integrated luminescence
after 1 h of incubation of the FLASH probe with (B) MtbH37Rv in 7H9 medium, (C) mc26020 in 7H9 medium, and (D)
mc26020 in processed human sputum (mean ± SD, n = 3). Horizontal lines show the mean (solid) ± 3
SD (dashed) of control samples lacking cells. For all experiments,
each sample was compared to the no-bacteria control via one-way ANOVA
with Dunnett’s test (***, p < 0.001; for
part C, all comparisons yielded p < 0.001). Best
fit lines show linear regressions to the log-transformed data (excluding
cell concentrations that are not significantly different from the
control). Limits of detection were calculated by determining the cell
number for which the best fit line intercepts the mean + 3 SD of the
control samples.To evaluate whether the
high sensitivity of FLASH observed for
bacteria in culture is likely to translate to diagnostic detection
in clinical samples, we spiked mc26020 grown in culture
into pooled human sputum collected from patients who had tested negative
for TB. The sputum was processed using the standard NALC/NaOH protocol[35] at the time of collection. Sputum processing
was optimized by centrifuging sputum samples and resuspending the
pellet in PBS to achieve neutral pH. This step resulted in an 8-fold
increase in signal (Figure S3D). Using
the centrifugation and resuspension protocol, the LOD for mc26020 in processed sputum was 15 000 cells, again with a linear
correlation between cell number and luminescent signal. The higher
LOD measured in sputum compared to culture is consistent with a slight
loss of signal observed after the centrifugation step. Signal generated
from bacteria in sputum was lower than the same amount of bacteria
added directly to buffer, but this loss of signal was recapitulated
by centrifugation of bacteria in culture (Figure S3D), suggesting that it was the centrifugation step and not
the sputum itself that reduced the signal. Although Hip1 is reported
to be surface-associated, one explanation for the decreased signal
could be that some enzyme is released into the culture medium. To
test this, we centrifuged bacterial cells and compared the luminescent
signal among the original culture, the supernatant, and the resuspended
pellet. Indeed, a substantial fraction of the culture signal was present
in the supernatant (40%), with the remainder found in the pellet (55%; Figure S3E), suggesting that either free Hip1
enzyme or some fraction of cells with Hip1 activity are found in the
supernatant following the centrifugation step.The limit of
detection for cells in processed sputum is encouraging
for the ability of FLASH to diagnose TB. The concentration of Mtb bacilli in sputum ranges broadly across patients, according
to disease severity, and throughout the course of antibiotic treatment.
Measurements based on colony forming units (CFU) on a solid culture
range from 101 to 107 CFU/mL sputum, but data
from a variety of studies agree on average concentrations between
105 and 106 CFU/mL.[36−38] With the concentration
step routinely used in sputum processing, a typical 1 mL sample of
sputum is expected to have at least an order of magnitude more cells
than our limit of detection.
FLASH is a Selective Probe for Mtb
The ideal diagnostic
for Mtb must not provide false negatives in the presence
of Mtb nor false positives due to other bacteria
or enzymes that may be present in clinical sputum samples. False negatives
might occur if Mtb present in the lung does not express
active Hip1. To account for this possibility, we searched the NCBI
database of Mtb genome sequences for the presence
of the hip1 gene. Of the 6514 genomes obtained from
clinical isolates around the world, 98.6% (6420) encode for Hip1 and
conserve the three key catalytic residues required for proteolytic
activity. Although the presence of the gene does not guarantee expression
of active Hip1 in these isolates, this result along with the fact
that Hip1 activity is important for infection suggests that false
negatives for this reason will be exceedingly rare.Potential
sources of false positives include host enzymes present in the saliva
or sputum, constituent organisms of the healthy microbiota, or NTMs.
The human genome does not encode a Hip1 homologue, and the low background
signal observed in processed human sputum (Figure D) suggests that enzymes from the host or
the microbiome do not activate the probe or do not survive the processing
protocol. We used phylogenetic analysis of proteins with sequence
similarity to Mtb Hip1 to identify organisms that
may lead to false positives. We searched for proteins with sequence
similarity to Hip1 in the Human Microbiome Project databases of oral
and airway microbiota,[39,40] a set of NTMs, and other pathogens
known to infect the human lung (Staphylococcus aureus and Klebsiella pneumoniae). Putative Hip1 homologues
from these organisms clustered into two groups: a set of closely related
enzymes with at least 65% similarity found in NTMs and a more divergent
set found in other bacteria (Figure A, Figure S4A). The latter
group of enzymes shared higher sequence similarity with the Mtb α/β hydrolase Rv2223c than with Hip1. This
is notable because our prior work showed that the fluorogenic precursor
to the FLASH probe is not processed by a hip1 knockout
strain of Mtb,[29,33] suggesting that the
peptide sequence is not a substrate for Rv2223c.
Figure 4
FLASH is selective for Mtb. (A) Phylogenetic tree
of potential Mtb Hip1 homologues found in NTMs, other
lung pathogens, and commensal members of the human airway and oral
microbiomes. Also included is Rv2223c, an uncharacterized peptidase
encoded by Mtb with sequence similarity to Hip1.
Bacteria are colored by their ability to process FLASH at high cell
densities (orange, active; blue, inactive; black, not tested). (B)
FLASH signal for 6 × 104 cells of each NTM in 7H9
medium (mean ± SD, n = 3). Each sample was compared
to the no-bacteria control via one-way ANOVA with Dunnett’s
test (***, p < 0.001). (C) FLASH signal for M. tuberculosis (Mtb), M. gordonae (Mgo), M. intracellulare (Min), M. scrofulaceum (Msc), and M. avium (Mav) at the indicated
cell number (mean ± SD, n = 3). (D) Sequence
similarity of potential homologues to Mtb Hip1 and
limits of detection calculated from part C for each NTM.
FLASH is selective for Mtb. (A) Phylogenetic tree
of potential Mtb Hip1 homologues found in NTMs, other
lung pathogens, and commensal members of the human airway and oral
microbiomes. Also included is Rv2223c, an uncharacterized peptidase
encoded by Mtb with sequence similarity to Hip1.
Bacteria are colored by their ability to process FLASH at high cell
densities (orange, active; blue, inactive; black, not tested). (B)
FLASH signal for 6 × 104 cells of each NTM in 7H9
medium (mean ± SD, n = 3). Each sample was compared
to the no-bacteria control via one-way ANOVA with Dunnett’s
test (***, p < 0.001). (C) FLASH signal for M. tuberculosis (Mtb), M. gordonae (Mgo), M. intracellulare (Min), M. scrofulaceum (Msc), and M. avium (Mav) at the indicated
cell number (mean ± SD, n = 3). (D) Sequence
similarity of potential homologues to Mtb Hip1 and
limits of detection calculated from part C for each NTM.To evaluate probe specificity, we measured the FLASH signal
in
bacterial cultures of NTMs and other common pathogens. Three commonly
used laboratory strains of Mtb (H37Rv, CDC1551, and
Erdman) as well as the disease-causing Mycobacterium bovis, which is a member of the Mtb complex, all yielded a signal substantially
above background (Figure S4B). At high
cell densities (3 × 108 CFU/mL; 1.2 × 107 cells), clinical isolates of Mycobacterium gordonae, Mycobacterium intracellulare (Min), Mycobacterium scrofulaceum (Msc), Mycobacterium avium (Mav), and
the laboratory strain of Mycobacterium smegmatis (Msm) yielded a luminescent signal above background but substantially
lower than for Mtb (Figure S4C,D). Furthermore, at a 200-fold lower cell density that is more representative
of bacterial burdens in TB sputum (1.5 × 106 CFU/mL;
6 × 104 cells), only cultures of Mtb yielded a luminescent signal significantly greater than background
(Figure B). To compare
activation of the FLASH probe among NTMs, we calculated LODs for each
species that showed some activation (Figure C). All LODs were 1000-fold higher than for Mtb (Figure D), indicating that FLASH is highly selective and is unlikely to
give false positive signals in response to NTMs.
FLASH Enables
Rapid Drug Susceptibility Testing
The
ability to distinguish live from dead M. tuberculosis is another key feature of a TB diagnostic. Similarly, the ability
to detect antibiotic killing of isolates is critical in clinical microbiology,
especially for TB for which drug resistance is a growing global threat.
We hypothesized that FLASH could be used to distinguish live from
dead bacteria. Initial experiments showed that the luminescent signal
was greatly reduced in heat-killed cultures or following treatment
of cultures with the antibiotic rifampicin (RIF, Figure S5A). This observation suggests that cell death results
in decreased levels of active Hip1, presumably due to protein degradation
or instability combined with the cessation of new protein synthesis.
To further evaluate the potential for FLASH to report on cell viability,
we treated Mtb cultures with RIF over the course
of 9 days. Cultures were sampled throughout the treatment course,
and cell viability was measured using a 24 h treatment with resazurin
(CellTiter-Blue, CTB). The same cultures were incubated with the FLASH
probe for 1 h (Figure A). RIF itself absorbs light in the visible range (absorption maximum
at 475 nm[41]), but at the concentrations
tested, it had no effect on the luminescent signal from the dioxetane
luminophore (Figure S5B). We observed a
high correlation (r = 0.95) between FLASH luminescence
and CTB fluorescence across the range of RIF concentrations (Figure B) indicating that
FLASH is a quantitative indicator of cell viability. We generated
dose–response curves by comparing FLASH signal to RIF concentration
(Figure C). At early
time points (days one and three), there was no difference between
high and low concentrations of RIF, but at later time points we observed
the expected dose response curves, with a low FLASH signal in the
cultures treated with RIF concentrations that prevent growth. At day
seven, the dose response curve generated using FLASH yielded an IC50 of 36 ± 21 nM (Figure D), matching the EC50 value calculated from
CTB measurements of the same cultures (Figure E).
Figure 5
FLASH provides a quantitative measure of Mtb viability.
(A) Mtb cultures were treated with RIF for up to
9 days. Samples were removed throughout the treatment period and incubated
with FLASH for 1 h, or with CellTiter-Blue (CTB) for 24 h. (B) FLASH
and CTB measurements for cultures treated for 7 days with RIF (mean
± SD, n = 3). Marker colors correspond to RIF
concentrations shown in part A. (C) FLASH signal dependence on RIF
concentration for each day (mean ± SD, n = 3).
Dose response for killing by RIF as measured by the FLASH probe (D)
or CTB (E) (mean ± SD, n = 3). Data were normalized
to DMSO (100% viability) and 10 μM RIF (0% viability) and fitted
to a two-parameter logistic function. IC50 values are reported
as 95% confidence intervals. (F) Time course of mc26020
treated with the critical concentrations of rifampicin (RIF, 1 μg/mL),
ethambutol (EMB, 5 μg/mL), isoniazid (INH, 0.1 μg/mL),
pyrazinamide (PZA, 100 μg/mL), or streptomycin (STR, 1 μg/mL).
For all days, the signal from untreated cultures was compared to each
of the treated cultures via a two-way ANOVA with Dunnett’s
test (n = 3; ***, p < 0.001 for
the comparison between untreated cultures and each of the antibiotic
conditions). (G) Time course of H37Rv (WT) Mtb and
RpoB H526D mutant Mtb (H526D) treated with DMSO (black)
or the critical concentration of RIF (red). For each day, the RIF-
and DMSO-treated conditions were compared via an independent t test (n = 3; ***, p <
0.001). (H) Luminescent signal from H37Rv (WT) or H526D after 6 days
of culture in the presence or absence of RIF. Samples are compared
to the WT Mtb strain treated with RIF via one-way
ANOVA with Dunnett’s test (n = 3; ***, p < 0.001).
FLASH provides a quantitative measure of Mtb viability.
(A) Mtb cultures were treated with RIF for up to
9 days. Samples were removed throughout the treatment period and incubated
with FLASH for 1 h, or with CellTiter-Blue (CTB) for 24 h. (B) FLASH
and CTB measurements for cultures treated for 7 days with RIF (mean
± SD, n = 3). Marker colors correspond to RIF
concentrations shown in part A. (C) FLASH signal dependence on RIF
concentration for each day (mean ± SD, n = 3).
Dose response for killing by RIF as measured by the FLASH probe (D)
or CTB (E) (mean ± SD, n = 3). Data were normalized
to DMSO (100% viability) and 10 μM RIF (0% viability) and fitted
to a two-parameter logistic function. IC50 values are reported
as 95% confidence intervals. (F) Time course of mc26020
treated with the critical concentrations of rifampicin (RIF, 1 μg/mL),
ethambutol (EMB, 5 μg/mL), isoniazid (INH, 0.1 μg/mL),
pyrazinamide (PZA, 100 μg/mL), or streptomycin (STR, 1 μg/mL).
For all days, the signal from untreated cultures was compared to each
of the treated cultures via a two-way ANOVA with Dunnett’s
test (n = 3; ***, p < 0.001 for
the comparison between untreated cultures and each of the antibiotic
conditions). (G) Time course of H37Rv (WT) Mtb and
RpoBH526D mutant Mtb (H526D) treated with DMSO (black)
or the critical concentration of RIF (red). For each day, the RIF-
and DMSO-treated conditions were compared via an independent t test (n = 3; ***, p <
0.001). (H) Luminescent signal from H37Rv (WT) or H526D after 6 days
of culture in the presence or absence of RIF. Samples are compared
to the WT Mtb strain treated with RIF via one-way
ANOVA with Dunnett’s test (n = 3; ***, p < 0.001).To evaluate the potential
for FLASH as a tool for drug-susceptibility
testing (DST), we treated cultures of mc26020 with five
antibiotics with differing modes of action, each at the “critical
concentration” used clinically to determine drug susceptibility.
For each antibiotic, the FLASH signal was compared between treated
and untreated cultures throughout the treatment period (Figure F). We observed a significantly
higher signal in the untreated samples as soon as 4 days after treatment,
for all antibiotics tested. For clinical use, a DST protocol must
be able to distinguish susceptible and resistant strains. To test
for its ability to identify drug resistance, we repeated the DST experiment
and compared an RIF-susceptible (H37Rv) to an RIF-resistant strain
(RpoBH526D mutant) (Figure G). Luminescence increased over time for the untreated cultures
and for the resistant strain treated with RIF. As observed before,
there was no change in signal for the susceptible strain treated with
RIF. After 6 days of treatment, the signal for the resistant strain
treated with RIF had increased substantially, and all samples yielded
a significantly higher signal than the susceptible strain treated
with RIF (Figure H).
Similar results were obtained when comparing the RIF-susceptible strain
CDC1551 to the RIF-resistant strain (Figure S5C). These results show that FLASH can be used to monitor growth inhibition
by clinical antibiotics and can differentiate susceptible from resistant
strains of Mtb after 5–6 days of culture with
antibiotic—substantially faster than the weeks to months generally
required for culture-based DST, and faster than newer methods for
DST such as microscopic-observation drug-susceptibility (8 days)[42] and Sensititer MycoTB plates (10–14 days).[43]
Discussion
Global health initiatives
including The World Health Organization1 and the Stop TB
Partnership[44] have
highlighted rapid point-of-care diagnostics and rapid DST as critical
developments needed to reach the goal of reduced TB cases and better
patient outcomes. FLASH has the potential to address these needs by
providing a fast, sensitive, and selective tool for the detection
of live Mtb. The labeling protocol is simple, requires
minimal training, and does not require microscopy or other sophisticated
laboratory instrumentation. Our experiments with processed sputum
show that it is compatible with the standard NALC/NaOH protocol used
for decontaminating samples. Because FLASH is selective for Mtb compared to other organisms that may be present in sputum
samples, the readout is not sensitive to potential contaminants, and
this decontamination step may be unnecessary. We expect that further
optimization of sputum processing and concentration of bacteria will
reduce the loss of signal due to centrifugation, decreasing the limit
of detection in sputum samples. Though it remains to be tested, FLASH
also has the potential to detect dormant bacteria, a physiological
state in which bacteria persist without apparent replication. In hypoxic
culture models of Mtb dormancy, an absolute proteome
analysis showed that Hip1 is present in cultures,[48] and an activity-based proteomic analysis of active hydrolases
and proteases confirmed that Hip1 is both present and enzymatically
active in nongrowing cells.[14] These observations
suggest that FLASH has the potential to be used to detect dormant
infections.The ability of FLASH to differentiate live from
dead bacteria also
gives the probe potential as a rapid readout for monitoring TB treatment.
Despite their high sensitivity, NAATs like Xpert are problematic when
used for diagnosis following treatment because they can amplify DNA
left over from dead bacteria. These false positives can persist for
years after treatment[45,46] making it difficult for NAATs
to accurately track decreasing disease burden during antibiotic therapy.[47] In contrast, FLASH does not respond to dead
bacteria and should be able to track the decrease in bacterial burden
throughout a course of antibiotic treatment. The short time to result
for FLASH compared to the culture-based method should enable rapid
assessment of treatment outcomes, which is important for identifying
and adapting to treatment failures due to antibiotic resistance.In this study, we tested three different plate readers to evaluate
the sensitivity and selectivity of FLASH, and we note that differences
in instrumentation lead to differences in the limits of detection
and signal-to-noise ratios (Figure B,C, Figure S3A). For point-of-care
diagnostics using FLASH, it will be critical to use a sensitive, inexpensive,
and low-power luminometer. A number of devices that meet these criteria
have been evaluated for other purposes including handheld, battery-operated
luminometers[49] and adapters for use with
smartphone cameras.[50,51] Additional studies will be required
to evaluate the ability of FLASH to (i) sensitively and specifically
detect TB at the point of care, (ii) track disease progression throughout
the course of antibiotic treatment, and (iii) reliably determine the
antibiotic susceptibility of clinical isolates more quickly than existing
DST approaches.Finally, we note that FLASH may be a useful
tool for tracking bacterial
viability, bacterial growth, and the activity of Hip1 in the context
of infection. Because of its low LOD, FLASH could serve as a straightforward
and quantitative measurement of live Mtb cells in
bacterial culture, and cell culture or animal models of infection.
In addition, FLASH may serve as a tool for addressing outstanding
questions about how Hip1 activity changes under different growth conditions,
throughout the course of infection, and in response to the host immune
system. In our hands, a simple 1 h measurement in a microplate reader
can report on Hip1 activity in many parallel experiments (e.g., in
a 384-well plate). We note that FLASH could also be used to measure
Hip1 activity with spatial resolution in the context of infection
using chemiluminescent imaging.This study along with other
examples of luminescent enzyme probes
for pathogen detection[26] highlight the
versatility and adaptability of turn-on dioxetane luminophores. Key
advantages of luminescent measurements are the low background signal
in biological samples and the simplicity of detection. The design
of these probes is straightforward—any enzymatic or chemical
unmasking event can lead to light emission. Proteases offer attractive
targets for such probes because of the flexibility to design peptidic
substrates with great selectivity. By carefully choosing the appropriate
enzyme target and cognate substrate, we expect luminescent turn-on
probes will serve as effective point-of-care diagnostics for other
infectious diseases in addition to TB.
Materials and Methods
Chemical
Synthesis
Methods for the synthesis and characterization
of the FLASH and D-FLASH probes are presented in the Supporting Information.[54,55]
Bacterial Culture
M. tuberculosis H37Rv, Mycobacterium marinum M, and Mycobacterium smegmatis mc2155
were a gift from Carolyn Bertozzi (Stanford University). M.
tuberculosis mc26020 was a gift from Niaz
Banaei (Stanford University). M. tuberculosis Erdman
CDC1551 and the CDC1551-derived RpoBH526Drifampicin-resistant mutant[52] were obtained from the Center for Tuberculosis
Research (Johns Hopkins University). The following clinical isolates
of NTMs were a gift from Dr. Nicole Parrish and Derek Armstrong (Department
of Pathology, the Johns Hopkins University School of Medicine): Mycobacterium kansasii, Mycobacterium gordonae, Mycobacterium intracellulare, Mycobacterium
scrofulaceum, Mycobacterium avium, Mycobacterium chelonae, and Mycobacterium abscessus.M. tuberculosis strains (except mc26020) and all NTMs were cultured in liquid 7H9/OADC medium (4.7 g/L
7H9 powder, 0.2% w/v glycerol, 0.05% w/v Tween-80, and 10% v/v OADC
supplement) or on solid 7H10agar plates (19 g/L 7H10 powder, 1% w/v
glycerol, 10% OADC supplement). M. tuberculosis mc26020 was cultured in liquid 7H9/OADC medium supplemented with
24 mg/L pantothenate, 80 mg/L l-lysine, and 0.2% w/v casamino
acids or solid 7H9 plates (15 g of agar, 4.7 g of 7H9 powder, 0.1%
w/v glycerol, 0.2% w/v casamino acids, 24 mg/L pantothenate, 80 mg/L l-lysine, 10% OADC supplement). OADC supplement contained 0.5
g/L oleic acid, 50 g/L albumin fraction V, 20 g/L dextrose, 40 mg/L
catalase, and 8.5 g/L NaCl. Cultures were inoculated from frozen glycerolstocks or from agar plates and cultured at 37 °C with shaking
for at least 1 week. To estimate the number of cells used for each
experiment, a conversion factor was calculated by plating serial dilutions
of cultures with known OD600 values onto agar plates. After
3–5 weeks of growth at 37 °C, individual colonies were
counted to determine CFU/mL. Two separate experiments yielded the
same factor of OD600 1 = 3 × 108 CFU/mL.
For each experiment, OD600 was measured in a spectrophotometer,
and cultures were diluted to the desired cell density based on the
conversion factor.
FLASH Measurements and Data Analysis
All experiments
were performed with biological triplicates, unless otherwise indicated.
For experiments with live Mtb, measurements were
made of independent bacterial cultures. For experiments with recombinant
Hip1, measurements were made of independent mixtures using the same
enzyme preparation. All chemiluminescence assays were performed in
white, opaque flat-bottom 384- or 96-well plates. Luminescence was
measured in different microplate readers, depending on the laboratory
location. Measurements of H37Rv, mc26020, and M.
marinum were obtained on a SpectraMax M3 instrument (Molecular
Devices) at 25 °C. Measurements of recombinant Hip1, mc26020, NTMs, and other bacteria were obtained on a Cytation 3 instrument
(Biotek) at 37 °C. Measurements of rifampicin susceptibility
of the H37Rv and RpoBH526D mutant were obtained on a FLUOstar Omega
instrument (BMG Labtech) at 37 °C. For all experiments, luminescence
measurements began within 5 min after the addition of the FLASH probe
and were continued for at least 1 h. Measurements were made without
an emission filter, using a 1 s integration time. For each sample,
luminescence measurements from the first hour were summed to yield
integrated luminescence.
Detection of Hip1 Enzyme Activity
Recombinant Hip1
was purified as previously described.[33] For each experiment, 40 μL of Hip1 in Hip1 buffer (0.01% Triton
X-100 in PBS) was combined with 5 μL of 9× FLASH probe
in 1:1 DMSO/Hip1 buffer. To determine the limit of detection, 40 μL
of 2-fold series dilutions of recombinant Hip1 (final concentrations:
0.05–12.5 nM) was combined with 5 μL of 90 μM FLASH
probe (final concentration 10 μM). To determine kinetic parameters
of the probe, 40 μL of 3 nM Hip1 in Hip1 buffer was combined
with a dilution series of FLASH probe concentrations (final concentrations:
0–50 μM). To measure enzyme inhibition, 37.5 μL
of 3 nM Hip1 in Hip1 buffer were combined with 2.5 μL of CSL157
in DMSO (final concentrations: 20 nM to 7 μM) and incubated
for 30 min at 37 °C before addition of 5 μL of FLASH probe
(final concentration: 10 μM). To test D-FLASH, 40 μL of
3 nM Hip1 in Hip1 buffer was combined with 10 μM D-FLASH probe.
All conditions were tested in triplicate.
Analysis of Hip1 Homologues
The protein sequence of
Hip1 (CaeA, Rv2224c) from M. tuberculosis H37Rv was
used as the query sequence for BLASTP analysis. The search set comprised
whole genome sequences from Mtb isolates from the
National Center for Biotechnology Information (https://www.ncbi.nlm.nih.gov, retrieved January 14, 2021), NTMs, airway and oral subsets from
the Human Microbiome Project Reference Genome (https://www.hmpdacc.org/hmp/HMRGD/, retrieved on April 28, 2020), Staphylococcus aureus, and Klebsiella pneumoniae. Hip1 was queried against
the protein sequences by BLASTP (2.9.0+), requiring a minimum e-value
of 1 × 10–4. The sequences of Hip1, M. tuberculosis Rv2223c, and the closest homologue of Hip1
in NTMs, S. aureus, K. pneumoniae, and select reference bacteria from the oral and airway microbiomes
were aligned using Clustal Omega (https://www.ebi.ac.uk/Tools/msa/clustalo/),[53] and the phylogenetic tree was generated
using FigTree (1.4.4).
Detection of Bacteria in Culture
Cultures were grown
until reaching an OD600 of 0.4–1.0 and then were
diluted in growth medium to reach the desired cell concentration for
each condition. To determine the limit of detection, 40 μL of
serially diluted cultures was added to a 384-well plate. Heat-killed
control samples were prepared by heating 0.5 mL of culture in an O-ring
tube at 95 °C for 15 min. Hip1 inhibition in live cells was tested
by treating 3 × 109 CFU/mL H37Rv with 10 μM
CSL157 for 1 h at 37 °C before the addition of FLASH. Where indicated,
cultures were centrifuged for 10 min at 8000 rcf; the supernatant
was removed by pipetting, and the cell pellet was resuspended in PBS.
For all experiments, 5 μL of 225 μM FLASH probe in 1:1
DMSO/Hip1 buffer (final concentration 25 μM) was added to 40
μL of bacterial sample. All conditions were tested in triplicate.
Detection of Bacteria in Sputum
Sputum samples were
obtained from the Johns Hopkins Medical Microbiology Laboratory as
per standard of care. Sputum was processed using a standard decontamination
and concentration protocol. Sputum was transferred to a 50 mL centrifuge
tube, combined with an equal volume of Snap n’ Digest (Scientific
Device), vortexed, and incubated at 25 °C for 15 min. Samples
were neutralized by addition of PBS to a final total volume of 45
mL. Samples were centrifuged at 3200 rcf, and the supernatant was
removed. Pellets were resuspended in up to 5 mL of PBS. Decontaminated
samples from multiple patients were pooled, aliquoted, and frozen
at −80 °C until use. Cultures of mc26020 were
grown until reaching an OD600 of 0.2. Cultures were diluted
in growth medium to reach the desired cell concentration for each
condition and added to an equal volume of processed human sputum.
Samples were neutralized by addition of PBS and then centrifuged for
17 min at 3200 rcf. Supernatant was removed, and the pellet was resuspended
in 130 μL of PBS. For all experiments, 5 μL of 225 μM
FLASH probe in 1:1 DMSO/Hip1 buffer (final concentration 25 μM)
was added to 40 μL of bacterial sample. All conditions were
tested in triplicate.
Drug Susceptibility Testing
Cultures
of M.
tuberculosis were grown until reaching an OD600 of 0.4–1.0 and diluted to an OD600 of 0.2 in growth
medium. The diluted culture was aliquoted for each treatment condition
into 5–10 mL cultures. Antibiotics were added from 100×
stock made up in DMSO to the desired concentration. Cultures were
shaken at 37 °C for the duration of the experiment. At each time
point, an aliquot of culture was transferred to a 384-well plate.
For all experiments, 5 μL of 225 μM FLASH probe in 1:1
DMSO/Hip1 buffer (final concentration 25 μM) was added to 40
μL of bacterial sample. To test for cell viability, 100 μL
of each culture was transferred to a 96-well plate, treated with 20
μL of CellTiter-Blue (Promega), and incubated for 24 h at 37
°C. CellTiter-Blue fluorescence was measured with 560 nm excitation
and 590 nm emission. All conditions were tested in triplicate.
Safety
Statement
All experiments with infectious strains
of Mtb (H37Rv, Edrman, and CDC1551) carry some risk
of infection and were performed in BSL3 laboratories. The protocols
used do not pose a high risk for aerosolization of bacteria. No other
unexpected or unusually high safety hazards were encountered.
Authors: Xavier A Kayigire; Sven O Friedrich; Amour Venter; Rodney Dawson; Stephen H Gillespie; Martin J Boeree; Norbert Heinrich; Michael Hoelscher; Andreas H Diacon Journal: J Clin Microbiol Date: 2013-04-17 Impact factor: 5.948
Authors: Marcel Bruins; Zeaur Rahim; Albert Bos; Wendy W J van de Sande; Hubert Ph Endtz; Alex van Belkum Journal: Tuberculosis (Edinb) Date: 2012-11-03 Impact factor: 3.131
Authors: Carsten Peukert; Sachin Popat Gholap; Ori Green; Lukas Pinkert; Joop van den Heuvel; Marco van Ham; Doron Shabat; Mark Brönstrup Journal: Angew Chem Int Ed Engl Date: 2022-04-27 Impact factor: 16.823