Kyohhei Fujita1, Mako Kamiya1,2, Takafusa Yoshioka1, Akira Ogasawara1, Rumi Hino3, Ryosuke Kojima1,2, Hiroaki Ueo4, Yasuteru Urano1,1,5. 1. Graduate School of Medicine and Graduate School of Pharmaceutical Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo, Tokyo 113-0033, Japan. 2. PRESTO, Japan Science and Technology Agency, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan. 3. Daito Bunka University, Department of Sports and Health Science, 560 Iwadono, Higashimatsuyama, Saitama 355-8501, Japan. 4. Ueo Breast Cancer Hospital, 1-3-5 Futamatacho, Oita, Oita 870-0887, Japan. 5. CREST, Japan Agency for Medical Research and Development, 1-7-1 Otemachi, Chiyoda, Tokyo 100-0004, Japan.
Abstract
Accurate detection of breast tumors and discrimination of tumor from normal tissues during breast-conserving surgery are essential to reduce the risk of misdiagnosis or recurrence. However, existing probes show substantial background signals in normal breast tissues. In this study, we focus on glycosidase activities in breast tumors. We synthesized a series of 12 fluorescent probes and performed imaging-based evaluation on surgically resected human breast specimens. Among them, the α-mannosidase-reactive fluorescent probe HMRef-αMan detected breast cancer with 90% sensitivity and 100% specificity. We identified α-mannosidase 2C1 as the target enzyme and confirmed its overexpression in various breast tumors. We found that fibroadenoma, the most common benign breast lesion in young woman, tends to have higher α-mannosidase 2C1 activity than malignant cancer. Combined application of green-emitting HMRef-αMan and a red-emitting γ-glutamyltranspeptidase probe enabled efficient dual-color, dual-target optical discrimination of malignant and benign tumors.
Accurate detection of breast tumors and discrimination of tumor from normal tissues during breast-conserving surgery are essential to reduce the risk of misdiagnosis or recurrence. However, existing probes show substantial background signals in normal breast tissues. In this study, we focus on glycosidase activities in breast tumors. We synthesized a series of 12 fluorescent probes and performed imaging-based evaluation on surgically resected human breast specimens. Among them, the α-mannosidase-reactive fluorescent probe HMRef-αMan detected breast cancer with 90% sensitivity and 100% specificity. We identified α-mannosidase 2C1 as the target enzyme and confirmed its overexpression in various breast tumors. We found that fibroadenoma, the most common benign breast lesion in young woman, tends to have higher α-mannosidase 2C1 activity than malignant cancer. Combined application of green-emitting HMRef-αMan and a red-emitting γ-glutamyltranspeptidase probe enabled efficient dual-color, dual-target optical discrimination of malignant and benign tumors.
Breast
cancer is the most frequently diagnosed cancer in females
worldwide, and about 2.1 million newly diagnosed cases were expected
in 2018.[1] Breast-conserving surgery (BCS)
has been established as the standard treatment for breast cancer,[2] but in BCS, it is extremely important to perform
precise assessment of surgical margins intraoperatively in order to
prevent local recurrence and to avoid the need for additional operations.[3] For this purpose, intraoperative pathological
examination of hematoxylin and eosin (H.E)-stained frozen section
is widely used due to its diagnostic accuracy. This traditional method
of intraoperative frozen section analysis (IFSA), however, is challenged
by considerations such as manpower, cost, and time (more than 40 min)
to obtain a rapid diagnosis, especially regarding total-circumferential
examination.[4,5] When the limited number of samples
from surgical margins were examined for IFSA, the rate of false-negative
inevitably increased. Therefore, there is an urgent need for a rapid
and convenient method to evaluate the entire surface of the surgical
margins.Fluorescence-guided detection of cancer is one of the
most promising
approaches for intraoperative assessment of surgical margins, due
to its high sensitivity, its real-time capability, and its ability
to assess the entire surgical margins.[6−10] Several fluorescence probes for detecting the activity of proteases
upregulated in breast cancer cells have been developed to visualize
tumors rapidly and sensitively.[11−17] For example, we have focused on γ-glutamyltranspeptidase (GGT),
whose activity is elevated in breast cancer, and developed a GGT-reactive
fluorescent probe, gGlu-HMRG (Figure S1).[18,19] This probe successfully detected breast
cancer in clinical specimens from patients after topical application.[9,20] However, in some cases, the probe shows substantial background fluorescence
in normal breast tissues, which can potentially lead to false-positive
results. Further, gGlu-HMRG is similarly activated in proliferative
benign lesions and in malignant lesions and, therefore, cannot discriminate
them.[9] Thus, we need to find an enzyme
biomarker that can offer improved sensitivity and a methodology to
achieve detection of malignant breast cancer.In this report,
we focused on glycosidases as candidate target
enzymes. Glycosidases hydrolyze glycosidic linkages of glycoconjugates
such as glycoproteins or glycolipids, whose expression in the intracellular
milieu is known to be associated with tumor initiation, progression,
and metastasis.[21−25] Therefore, increased expression levels of glycosidases can be a
hallmark of cancer, and so these enzymes could be promising targets
for cancer imaging. In order to detect upregulated glycosidase activities
in breast cancer, we prepared a series of 12 fluorescent probes by
incorporating different glycosides into our previously reported scaffold
fluorophore, HMRef.[26−28] By applying these fluorescent probes to surgically
resected breast tumor specimens from patients, we identified a new
biomarker for breast tumors and confirmed that the tumors are specifically
visualized by the probe.
Results
Development of Fluorescent
Probes for Various Glycosidase Activities
In order to design
the desired fluorescent probes, we focused on
our previously reported scaffold fluorophore for activatable fluorescence
probes for glycosidases, HMRef. HMRef-based probes are nonfluorescent
when conjugated to an enzyme substrate sugar moiety but are converted
to highly fluorescent HMRef upon rapid one-step cleavage of their
substrate moiety by the target enzyme, enabling sensitive detection
of glycosidase activities in living cells.[26] Specifically, we prepared 12 fluorescent probes bearing different
saccharide moieties: probe 1 (β-d-Glc),
probe 2 (β-d-Gal), probe 3 (β-l-Gal), probe 4 (β-d-Xyl), probe 5 (α-d-Man), probe 6 (β-d-Fuc), probe 7 (α-l-Fuc), probe 8 (β-l-Fuc), probe 9 (α-d-Ara), probe 10 (α-l-Ara), probe 11 (β-d-GlcNAc), and
probe 12 (β-d-GalNAc) (Figure ; see Supporting Information (SI)). In order to evaluate whether these probes
can visualize glycosidase activities in living cells, we applied them
to perform live-cell fluorescence imaging of 22 cultured cancer cell
lines (Figure a).
The fluorescence intensity varied markedly among the cell line/probe
pairs, which strongly suggests that each cell line has a distinct
pattern of glycosidase activity (Figures b and S2). We
confirmed that the observed fluorescence signals are due to reaction
with the expected target enzymes by examining the effects of specific
enzyme inhibitors on the fluorescence intensity of MCF7 cells after
application of several probes (probe 1 for β-glucosidase,
probe 2 for β-galactosidase, probe 5 for α-mannosidase, probe 7 for α-fucosidase,
and probe 11 for β-hexosaminidase) (Figures c, d and S3–S5). Indeed, the fluorescence signals in cells were
significantly suppressed in the presence of the corresponding inhibitors,
indicating that they reflect enzyme activity in living cells. These
results indicate that the synthesized probes can visualize glycosidase
activities in living cells, and thus are promising candidates for
fluorescence imaging-based screening of upregulated glycosidase activities
in live breast cancer tissues in the clinical context.
Figure 1
Fluorescent probes synthesized
for the detection of glycosidase
activities. These probes exist in colorless, nonfluorescent spirocyclic
forms, but are converted to a colored, highly fluorescent hydrolysis
product HMRef, which emits green fluorescence, upon reaction with
the targeted glycosidase.
Figure 2
Comprehensive
analysis of intact glycosidase activities in various
living cancer cell lines. (a) Fluorescence imaging of glycosidase
activities in 22 living cancer cell lines. All fluorescence images
were captured 1 h after administration of each fluorescent probe.
[fluorescent probe] = 10 μM. Scale bar, 400 μm. (b) Mapping
of intracellular fluorescence intensities of each probe in 22 living
cancer cell lines. (c) Fluorescence intensities of probes 1 (β-d-Glc), 2 (β-d-Gal), 5 (α-d-Man), 7 (α-l-Fuc), and 11 (β-d-GlcNAc) in MCF7 breast
cancer cells in the presence and absence of each inhibitor. Black
bars: fluorescence increase in the absence of inhibitor. Gray bars:
fluorescence increase in the presence of inhibitor. All intensities
were evaluated 1 h after administration of each probe and inhibitor.
The inhibitors used were isofagomine for 1 (β-d-Glc), N-(n-nonyl) deoxygalactonoijirimycin
for 2 (β-d-Gal), swainsonine for 5 (α-d-Man), deoxyfuconoijirimycin for 7 (α-l-Fuc), and PUGNAc for 11 (β-d-GlcNAc). [fluorescent probe] = 5 μM, [inhibitor]
= 100 μM. (d) Fluorescence images of MCF7 cells incubated with
probe 5 (α-d-Man) in the presence and
absence of swainsonine. Scale bar, 100 μm.
Fluorescent probes synthesized
for the detection of glycosidase
activities. These probes exist in colorless, nonfluorescent spirocyclic
forms, but are converted to a colored, highly fluorescent hydrolysis
product HMRef, which emits green fluorescence, upon reaction with
the targeted glycosidase.Comprehensive
analysis of intact glycosidase activities in various
living cancer cell lines. (a) Fluorescence imaging of glycosidase
activities in 22 living cancer cell lines. All fluorescence images
were captured 1 h after administration of each fluorescent probe.
[fluorescent probe] = 10 μM. Scale bar, 400 μm. (b) Mapping
of intracellular fluorescence intensities of each probe in 22 living
cancer cell lines. (c) Fluorescence intensities of probes 1 (β-d-Glc), 2 (β-d-Gal), 5 (α-d-Man), 7 (α-l-Fuc), and 11 (β-d-GlcNAc) in MCF7 breast
cancer cells in the presence and absence of each inhibitor. Black
bars: fluorescence increase in the absence of inhibitor. Gray bars:
fluorescence increase in the presence of inhibitor. All intensities
were evaluated 1 h after administration of each probe and inhibitor.
The inhibitors used were isofagomine for 1 (β-d-Glc), N-(n-nonyl) deoxygalactonoijirimycin
for 2 (β-d-Gal), swainsonine for 5 (α-d-Man), deoxyfuconoijirimycin for 7 (α-l-Fuc), and PUGNAc for 11 (β-d-GlcNAc). [fluorescent probe] = 5 μM, [inhibitor]
= 100 μM. (d) Fluorescence images of MCF7 cells incubated with
probe 5 (α-d-Man) in the presence and
absence of swainsonine. Scale bar, 100 μm.
Evaluation of Glycosidase Activities in Surgically Resected
Breast Cancer Tissues
Next, we applied our fluorescent probes
to surgically resected specimens of normal and breast cancer tissues.
Specifically, frozen specimens of normal breast tissues and cancer
tissues (invasive ductal carcinoma (IDC) or ductal carcinoma in situ
(DCIS)) from the same patient were thawed and divided into pieces
a few millimeters in size, and incubated with each of the 12 fluorescent
probes to evaluate the corresponding glycosidase activities (Figure a). Some probes,
such as probes 5 (α-d-Man) and 11 (β-d-GlcNAc), showed a significant and time-dependent
fluorescence increase selectively in breast cancer tissues (Figure b, d, e and Figures S6, S7). Further, the fluorescence increase
was significantly suppressed in the presence of an inhibitor of α-mannosidase
or β-hexosaminidase, which strongly indicates that α-mannosidase
and β-hexosaminidase activities are higher in cancer tissues
than in normal tissue (Figure c). The sensitivity and specificity of these probes were calculated
to be 90% and 100% for probe 5 (α-d-Man)
and 89% and 88% for probe 11 (β-d-GlcNAc),
respectively, which are higher than those of gGlu-HMRG (80% and 79%,
respectively) in this experiment (Table , S1 and Figure S8). Based on these results, we chose probe 5 (α-d-Man) as a promising imaging probe for breast cancer-specific
imaging and named it HMRef-αMan. The absorbance and fluorescence
changes of HMRef-αMan in the presence of α-mannosidase
are shown in Figure S9.
Figure 3
Screening of glycosidase-reactive
fluorescent probes for the detection
of breast tumors. (a) Flowchart of screening using human surgical
normal tissue and tumor specimens. (b) Example of screening using
surgically resected frozen human breast IDC and normal tissues. The
compound number of the applied probe is shown on each well. Probe
solution was prepared with PBS (−) containing 0.5% v/v DMSO
as a cosolvent. [fluorescent probe] = 50 μM. Scale bar, 2 cm.
(c) Fluorescence increase at 30 min in breast IDC tissues in the presence
and absence of each inhibitor. Black bars: fluorescence increase in
the absence of inhibitor. Gray bars: fluorescence increase in the
presence of inhibitor. [fluorescent probe] = 50 μM, [swainsonine]
= 500 μM for probe 5 (α-d-Man),
[PUGNAc] = 500 μM for probe 11 (β-d-GlcNAc). (d) Comprehensive analysis of intact glycosidase activities
in normal breast, IDC and DCIS tissues using 12 fluorescent probes
or gGlu-HMRG (N = 14–20 for normal, N = 5–7 for IDC, N = 3 for DCIS).
Fluorescence increase represent increase at 30 min from 1 min after
addition of fluorescent probes. Black, pink, and purple dots represent
fluorescence increases in normal breast, IDC and DCIS tissues, respectively.
(e) Time-dependent fluorescence increase of probe 5 (α-d-Man) and 11 (β-d-GlcNAc) in breast
normal and cancer tissues. Black lines represent fluorescence increases
in normal breast tissues. Pink lines represent fluorescence increases
in breast cancer (IDC + DCIS) tissues. Error bars represent s.d. *P < 0.05 by Welch’s t-test. (f)
DEG assay for IDC tissue using probe 5 (α-d-Man). MAN2C1 (116 kDa) was identified by peptide mass fingerprinting
analysis from the fluorescent spot on 2D gel. (g) IHC staining for
MAN2C1 in normal mammary gland, fat, IDC and DCIS tissues. Scale bars,
200 μm.
Table 1
Performance of Fluorescent
Probes
for the Detection of Breast Cancera
Probes
Threshold
value
PPV
NPV
Sensitivity
Specificity
AUC
HMRef-αMan
0.117
100%
95%
90%
100%
0.985
11 (β-d-GlcNAc)
0.083
78%
94%
89%
88%
0.896
gGlu-HMRG
0.216
67%
88%
80%
79%
0.832
Threshold value,
sensitivity
and specificity of each probe were evaluated from the receiver operating
characteristic curve (Figure S8). AUC,
Area under the curve.
Screening of glycosidase-reactive
fluorescent probes for the detection
of breast tumors. (a) Flowchart of screening using human surgical
normal tissue and tumor specimens. (b) Example of screening using
surgically resected frozen human breast IDC and normal tissues. The
compound number of the applied probe is shown on each well. Probe
solution was prepared with PBS (−) containing 0.5% v/v DMSO
as a cosolvent. [fluorescent probe] = 50 μM. Scale bar, 2 cm.
(c) Fluorescence increase at 30 min in breast IDC tissues in the presence
and absence of each inhibitor. Black bars: fluorescence increase in
the absence of inhibitor. Gray bars: fluorescence increase in the
presence of inhibitor. [fluorescent probe] = 50 μM, [swainsonine]
= 500 μM for probe 5 (α-d-Man),
[PUGNAc] = 500 μM for probe 11 (β-d-GlcNAc). (d) Comprehensive analysis of intact glycosidase activities
in normal breast, IDC and DCIS tissues using 12 fluorescent probes
or gGlu-HMRG (N = 14–20 for normal, N = 5–7 for IDC, N = 3 for DCIS).
Fluorescence increase represent increase at 30 min from 1 min after
addition of fluorescent probes. Black, pink, and purple dots represent
fluorescence increases in normal breast, IDC and DCIS tissues, respectively.
(e) Time-dependent fluorescence increase of probe 5 (α-d-Man) and 11 (β-d-GlcNAc) in breast
normal and cancer tissues. Black lines represent fluorescence increases
in normal breast tissues. Pink lines represent fluorescence increases
in breast cancer (IDC + DCIS) tissues. Error bars represent s.d. *P < 0.05 by Welch’s t-test. (f)
DEG assay for IDC tissue using probe 5 (α-d-Man). MAN2C1 (116 kDa) was identified by peptide mass fingerprinting
analysis from the fluorescent spot on 2D gel. (g) IHC staining for
MAN2C1 in normal mammary gland, fat, IDC and DCIS tissues. Scale bars,
200 μm.Threshold value,
sensitivity
and specificity of each probe were evaluated from the receiver operating
characteristic curve (Figure S8). AUC,
Area under the curve.
Identification
of α-Mannosidase 2C1 as a Novel Biomarker
for Breast Cancer
Next, we examined which subtype of human
α-mannosidase is responsible for the fluorescence increase in
breast cancer by carrying out diced electrophoresis gel (DEG) assay,
which is a combination analysis of 2D-gel fluorometric assay and peptide
mass fingerprinting,[29] using HMRef-αMan
and lysate from an IDC specimen. We observed a single fluorescent
spot on the gel, and this was identified as human cytosolic α-mannosidase
2C1 (MAN2C1) by peptide mass fingerprinting analysis (Figures f, S10 and Table S2). According to the Carbohydrate Active EnZYmes
(CAZY) database, MAN2C1 belongs to glycoside hydrolase family 38 (GH38),
and GH38 family α-mannosidase is likely to be inhibited by swainsonine.[30] Indeed, fluorescence increases of HMRef-αMan
in cultured cells and surgical specimens were significantly inhibited
in the presence of swainsonine, supporting the conclusion based on
a DEG assay that MAN2C1 is a promising biomarker for breast cancer
imaging (Figure c
and Figures S4–S5). For further
confirmation, we evaluated the expression level of MAN2C1 in the specimens
by immunohistochemical (IHC) staining. Normal mammary gland and fat
tissues showed little MAN2C1 staining, whereas IDC and DCIS tissues
showed strong staining (Figures g), indicating that MAN2C1 is overexpressed in breast
cancer tissues. To our knowledge, overexpression of MAN2C1 in breast
cancer has not previously been reported, and our findings represent
the first evidence suggesting the potential utility of MAN2C1 as a
biomarker of IDC and DCIS.
Application of the α-Mannosidase-Reactive
Probe for Specific
Demarcation of Breast Cancer
We next examined whether HMRef-αMan
can visualize the boundaries of breast cancer lesions in relatively
large surgically resected breast specimens. The specimens, which were
expected to contain both breast IDC or DCIS and normal tissues, were
incubated with a 50 μM PBS (−) solution of HMRef-αMan
containing 0.5% v/v DMSO as a cosolvent, and fluorescence images were
captured. Fluorescence activation was observed at specific regions
of the specimens (Figure a and c). HE-staining indicated that the fluorescence-activated
regions coincided well with pathologically diagnosed cancer cell-containing
regions, while nonfluorescent regions were diagnosed as normal breast
tissue (Figure ).
Notably, we successfully visualized tiny DCIS lesions (less than 1
mm in diameter) within 15 min, as exemplified by ROI (region of interest)
#4, #6, #7, and #8 in the figures. Thus, HMRef-αMan can detect
tiny cancerous lesions that are completely undetectable with the naked
eye. We also evaluated the expression of MAN2C1 by means of IHC staining
and confirmed that the pathologically diagnosed cancer regions exhibited
higher MAN2C1 expression than normal regions (Figure b and f). These results indicate that MAN2C1
is overexpressed in IDC and DCIS tissues, and thus our α-mannosidase-reactive
HMRef-αMan should be useful for the detection of breast cancer.
Figure 4
Application
of α-mannosidase-reactive fluorescent probe to
breast cancer-specific imaging. (a) Time-dependent fluorescence image
of surgically resected fresh human IDC specimens containing both normal
and cancer tissues after administration of HMRef-αMan. Probe
solution was prepared with PBS (−) containing 0.5% v/v DMSO
as a cosolvent. Scale bar, 1 cm. [fluorescent probe] = 50 μM.
(b) Histological mapping of the specimen: red lines show IDC and blue
lines show no tumor (left). Histological analysis and IHC analysis
for MAN2C1 of boxed regions with strong fluorescence activation (pink
box) or with no fluorescence activation (blue box). Scale bar, 200
μm. (c) Time-dependent fluorescence image of surgically resected
frozen human DCIS specimen containing both normal and cancer tissues
after administration of HMRef-αMan. Probe solution was prepared
with PBS (−) containing 0.5% v/v DMSO as a cosolvent. Scale
bar, 1 cm. [HMRef-αMan] = 50 μM. (d) ROI number of the
evaluated DCIS specimen (left). Fluorescence-positive (red arrows)
and -negative (blue arrow) regions (right). Cancer cells were detected
in all fluorescence-positive ROIs by histological analysis. Scale
bar, 2 mm. (e) Fluorescence increase at 15 min in each ROI. Red bars
show cancer-cell-containing regions and blue bars show noncancerous
regions. (f) Histological analysis and IHC analysis for MAN2C1 of
ROI #3 with strong fluorescence activation (pink box) or ROI #1 with
almost no fluorescence activation (blue box). Scale bar, 200 μm.
Application
of α-mannosidase-reactive fluorescent probe to
breast cancer-specific imaging. (a) Time-dependent fluorescence image
of surgically resected fresh human IDC specimens containing both normal
and cancer tissues after administration of HMRef-αMan. Probe
solution was prepared with PBS (−) containing 0.5% v/v DMSO
as a cosolvent. Scale bar, 1 cm. [fluorescent probe] = 50 μM.
(b) Histological mapping of the specimen: red lines show IDC and blue
lines show no tumor (left). Histological analysis and IHC analysis
for MAN2C1 of boxed regions with strong fluorescence activation (pink
box) or with no fluorescence activation (blue box). Scale bar, 200
μm. (c) Time-dependent fluorescence image of surgically resected
frozen human DCIS specimen containing both normal and cancer tissues
after administration of HMRef-αMan. Probe solution was prepared
with PBS (−) containing 0.5% v/v DMSO as a cosolvent. Scale
bar, 1 cm. [HMRef-αMan] = 50 μM. (d) ROI number of the
evaluated DCIS specimen (left). Fluorescence-positive (red arrows)
and -negative (blue arrow) regions (right). Cancer cells were detected
in all fluorescence-positive ROIs by histological analysis. Scale
bar, 2 mm. (e) Fluorescence increase at 15 min in each ROI. Red bars
show cancer-cell-containing regions and blue bars show noncancerous
regions. (f) Histological analysis and IHC analysis for MAN2C1 of
ROI #3 with strong fluorescence activation (pink box) or ROI #1 with
almost no fluorescence activation (blue box). Scale bar, 200 μm.
Evaluation of α-Mannosidase Activity
in Benign Breast
Lesions
Next, we evaluated the α-mannosidase activity
in various benign breast lesions, including fibroadenoma (FA; the
most frequently diagnosed breast benign lesion in young women[31,32]), phyllodes tumor (PT), and intracystic papilloma (ICP) (Figures S11 and S12). All these benign tumors
exhibited strong fluorescence with HMRef-αMan, and the values
of sensitivity and specificity for FA vs normal tissue were 100% (Figure S13). We also confirmed that HMRef-αMan
is activated by MAN2C1 in FA tissues by means of DEG assay, as in
the case of breast cancer (Figure S10 and Table S3) and established that MAN2C1 is significantly overexpressed
in FA tissues by means of IHC analysis. MAN2C1 is also significantly
overexpressed in other benign breast lesions, including intraductal
papilloma (IDP) (Figure a). Thus, application of HMRef-αMan could identify FA regions
(Figures b, c and S11), as well as PT and ICP in surgically resected
breast specimens (Figure S12). These results
indicate that HMRef-αMan is a universal biomarker for various
malignant and benign lesions of the breast, and our probe can clearly
distinguish these lesions from normal tissue regions.
Figure 5
Application of α-mannosidase-reactive
fluorescent probe for
benign lesion-specific imaging of breast tissue. (a) IHC analysis
for MAN2C1 in benign FA, PT, IDP, and ICP tissues of breast. Scale
bars, 200 μm. (b) Time-dependent fluorescence image of surgically
resected frozen human FA specimens containing both normal and FA tissues
after administration of HMRef-αMan. Probe solution was prepared
with PBS (−) containing 0.5% v/v DMSO as a cosolvent. Scale
bar, 1 cm. [HMRef-αMan] = 50 μM. (c) Comparison of fluorescence
localization with pathological HE-staining of the same specimen. Areas
of increased fluorescence coincided well with pathologically confirmed
FA regions (left). IHC staining for MAN2C1. Areas of increased fluorescence
coincided well with the MAN2C1-positive regions (right). Fluorescence
image was obtained 30 min after administration of probe by using a
smartphone camera with 550 nm long pass filter.
Application of α-mannosidase-reactive
fluorescent probe for
benign lesion-specific imaging of breast tissue. (a) IHC analysis
for MAN2C1 in benign FA, PT, IDP, and ICP tissues of breast. Scale
bars, 200 μm. (b) Time-dependent fluorescence image of surgically
resected frozen human FA specimens containing both normal and FA tissues
after administration of HMRef-αMan. Probe solution was prepared
with PBS (−) containing 0.5% v/v DMSO as a cosolvent. Scale
bar, 1 cm. [HMRef-αMan] = 50 μM. (c) Comparison of fluorescence
localization with pathological HE-staining of the same specimen. Areas
of increased fluorescence coincided well with pathologically confirmed
FA regions (left). IHC staining for MAN2C1. Areas of increased fluorescence
coincided well with the MAN2C1-positive regions (right). Fluorescence
image was obtained 30 min after administration of probe by using a
smartphone camera with 550 nm long pass filter.
Discrimination of Malignant and Benign Breast Lesions by Dual-Color
Imaging
Since accurate discrimination of cancer and benign
lesions is crucial to prevent misdiagnosis, we next examined whether
HMRef-αMan can discriminate them. Interestingly, we found that
HMRef-αMan tended to show greater fluorescence increases in
FA tissues than IDC and DCIS tissues (Figures a, S14 and S15). Its sensitivity and specificity in binary classification (cancer/FA)
were 90% and 80%, when the threshold value was set at 0.234 au (Figure S16). This result suggested that HMRef-αMan
can be used to discriminate cancer and benign FA.
Figure 6
Application of fluorescent
probes for the optical discrimination
of breast cancer and benign breast lesions. (a) Fluorescence increase
of HMRef-αMan in normal, cancer (IDC and DCIS) and benign (FA)
breast tissues. The plots of normal, IDC, and DCIS show the same values
as those in Figure d. HMRef-αMan tended to show higher fluorescence increases
in benign FA tissues than in cancer tissues. *P <
0.05 by Welch’s t-test (N = 20 for normal, N = 7 for IDC, N = 3 for DCIS, N = 10 for FA). [HMRef-αMan]
= 50 μM. (b) A newly developed activatable red fluorescence
probe for GGT, gGlu-2OMe SiR600. The initial fluorescence of the probe
is well quenched via a PeT process. (c) White light image (left),
and dual-color fluorescence images (right) of breast normal, cancer
(IDC or DCIS) and benign (FA) tissues obtained with the combination
of HMRef-αMan and gGlu-2OMe SiR600. Fluorescence images were
captured 15 min after administration of both probes. Probe solution
was prepared with PBS (−) containing 1% v/v DMSO as a cosolvent.
Ex/Em = 465 nm/515 nm long pass for green, Ex/Em = 570 nm/610 nm long
pass for red, [HMRef-αMan] = 50 μM, [gGlu-2OMe SiR600]
= 50 μM. Scale bars, 2 cm.
Application of fluorescent
probes for the optical discrimination
of breast cancer and benign breast lesions. (a) Fluorescence increase
of HMRef-αMan in normal, cancer (IDC and DCIS) and benign (FA)
breast tissues. The plots of normal, IDC, and DCIS show the same values
as those in Figure d. HMRef-αMan tended to show higher fluorescence increases
in benign FA tissues than in cancer tissues. *P <
0.05 by Welch’s t-test (N = 20 for normal, N = 7 for IDC, N = 3 for DCIS, N = 10 for FA). [HMRef-αMan]
= 50 μM. (b) A newly developed activatable red fluorescence
probe for GGT, gGlu-2OMe SiR600. The initial fluorescence of the probe
is well quenched via a PeT process. (c) White light image (left),
and dual-color fluorescence images (right) of breast normal, cancer
(IDC or DCIS) and benign (FA) tissues obtained with the combination
of HMRef-αMan and gGlu-2OMe SiR600. Fluorescence images were
captured 15 min after administration of both probes. Probe solution
was prepared with PBS (−) containing 1% v/v DMSO as a cosolvent.
Ex/Em = 465 nm/515 nm long pass for green, Ex/Em = 570 nm/610 nm long
pass for red, [HMRef-αMan] = 50 μM, [gGlu-2OMe SiR600]
= 50 μM. Scale bars, 2 cm.Considering that HMRef-αMan tends to show higher fluorescence
increases in FA tissues than in IDC or DCIS malignant tissues (P < 0.05*), whereas gGlu-HMRG is similarly activated
in both malignant and benign tissues (P = 0.145),
we thought it might be possible to discriminate cancer and benign
lesions by using a combination of α-mannosidase-reactive probe
and GGT-reactive probe with different emission wavelengths (Figures a and S17). For this purpose, we newly synthesized
a GGT-reactive fluorescent probe with emission in the red wavelength
region, gGlu-2OMe SiR600, by conjugating a γ-glutamyl moiety
to our recently reported scaffold fluorophore for activatable fluorescence
probes for aminopeptidases, 2OMe SiR600.[33] This probe is well quenched via the photoinduced electron transfer
(PeT) mechanism, but is converted to a highly fluorescent molecule
upon reaction with GGT (Figure b). The utility of this new probe for the detection of GGT
activity was evaluated and confirmed (Figure S18). Then, we used the combination of HMRef-αMan (green) and
gGlu-2OMe SiR600 (red) to visualize the activities of α-mannosidase
and GGT in normal, cancerous (IDC and DCIS), and benign (FA) breast
tissues. As expected, FA tissue showed higher fluorescence activation
than cancerous tissues in the green channel, while both cancer and
FA tissues showed similar fluorescence activation in the red channel.
On the other hand, normal breast tissues exhibited almost no activation
in either channel. Therefore, in the composite image, normal regions
were not fluorescent, cancer tissues were visualized in red, and FA
tissues were visualized in yellow, thereby allowing the efficient
optical discrimination of normal tissue, breast cancer, and benign
lesions based on specific enzyme activities (Figures c, S19, and S20).
Discussion
Fluorescence-guided detection of cancer
is a promising approach
to perform intraoperative assessment of surgical margins in BCS, and
various types of fluorescent probes have been developed for detecting
breast cancer by targeting upregulated enzymes or biomolecules.[12−17,34−37] We and other groups have focused
on cancer-associated proteases as imaging targets for fluorescent
probes to achieve rapid and high-contrast tumor visualization due
to the high amplification of fluorescence by enzymatic turnover at
lesion sites.[9,13,37−39]In the present study, we turned to glycosidase
activities, and
synthesized 12 fluorescent probes for different glycosidases with
the aim of finding a suitable biomarker enzyme in breast tumors. By
means of our straightforward fluorescence imaging evaluation, we found
that α-mannosidase activity is significantly enhanced in breast
cancer and benign lesions, and our results indicate that the α-mannosidase-reactive
probe, HMRef-αMan, is a promising fluorescent probe for rapid
visualization of breast tumors. Compared to our previously reported
probe gGlu-HMRG, HMRef-αMan shows higher sensitivity and specificity.
In addition, it can visualize cancer tissues rapidly and with much
higher tumor/nontumor ratios than can be achieved by always-on type
probes, due to its highly amplified fluorescence resulting from turnover
of α-mannosidase (Figure S21).[35,40−42] Indeed, we found that HMRef-αMan can rapidly
detect tiny breast cancer lesions less than 1 mm in diameter. Since
HMRef-αMan can be topically applied to the entire surface of
surgical margins in a simple procedure that can be done without the
aid of an experienced pathologist, this probe is expected to be a
very powerful tool that can complement IFSA in BCS. Furthermore, we
found that there are cancer specimens with weak GGT activity but high
α-mannosidase activity in some cases, and vice versa. This result
suggested that the combined use of both HMRef-αMan and gGlu-HMRG
can achieve a more accurate discrimination between cancer and normal
breast tissues.Although the function of MAN2C1 in breast tumors
has not been investigated
in detail, MAN2C1 is involved in processing free oligosaccharides
in the cytosol,[43] and its overexpression
leads to modifications of the cytosolic pool of free oligomannosides.[44] MAN2C1 is also associated with cancer progression.
MAN2C1 itself suppresses apoptosis in cancer cells regardless of its
enzymatic activity;[45] it also attenuates
PTEN function and activates PI3K/AKT signaling in PTEN-positive prostate
cancer cells, thereby promoting prostate carcinogenesis (Figure S22).[46] We
observed coexpression of MAN2C1, PTEN, and AKT-P (Ser473 phosphorylated
AKT) in DCIS tissues, as in the case of PTEN-positive prostate cancer,
suggesting that MAN2C1 may also attenuate PTEN function and increase
AKT activation in breast cancer (Figure S23). This may imply that MAN2C1 overexpression in breast tumors could
also be a potential therapeutic target.It is noteworthy that
this work is the first example of the discrimination
of cancerous and benign breast lesions by optical imaging based on
specific enzyme activities. As shown in Figure , we successfully discriminated the two types
of tissues by dual-color, dual-target imaging with HMRef-αMan
(green) and gGlu-2OMe SiR600 (red) probes. IHC analysis of the evaluated
specimens in Figure c confirmed higher levels of MAN2C1 in benign FA tissues than in
cancerous tissues, suggesting that the higher signal in benign tumors
in this experiment is due to higher expression of MAN2C1 (Figure S24). A similar strategy might be applicable
for discriminating various breast tumor pairs such as IDP and DCIS,
or FA and PT, for which preoperative diagnosis is difficult.[47−50] We believe the concept of combining two or more probes targeting
different specific enzyme activities is extremely promising for discriminating
not only cancerous and benign tissues but also various tumor types
in clinical settings.
Conclusion
In this study, we focus
on glycosidase activities, with the aim
of finding a new biomarker enzyme suitable for rapid, sensitive, and
accurate detection of breast tumors during operation. We synthesized
a series of 12 fluorescent probes for sensitive detection of different
glycosidase activities in living cells, and applied these probes to
surgically resected breast specimens in order to find which would
be the most effective. By means of our straightforward fluorescence
imaging approach, we directly found that an α-mannosidase-reactive
HMRef-αMan could rapidly detect breast cancer (less than 1 mm
in diameter) with 90% sensitivity and 100% specificity. We identified
the target of this probe as MAN2C1, a new biomarker enzyme, and confirmed
that it is overexpressed in various breast tumors. We also found that
fibroadenoma, which is the most common benign breast tumor in young
woman, tends to have higher MAN2C1 activities than malignant breast
cancer, whereas their GGT activities are similar. Based on this finding,
we were able to achieve optical discrimination of malignant and benign
tumors by combined application of two different-colored probes targeting
MAN2C1 and GGT. These results clearly indicated that MAN2C1 is a new
efficeint biomarker enzyme for rapid and accurate visualization of
breast tumors.
Methods
Reagents
All organic
solvents and reagents were commercial
products of guaranteed grade and were used without further purification.
Water was doubly distilled and deionized by a Milli-Q water system
before use.
Synthesis and Characterization of Compounds
Synthetic
protocols of fluorescence probes are given in the Supporting Information. NMR spectra were recorded on a Bruker
AVANCE III and 400 Nanobay at 400 MHz for 1H NMR and 101
MHz for 13C NMR. High-resolution mass spectra (HRMS) were
measured with a MicroTOF (Bruker).
Cell Lines and Culture
Conditions
Twenty-two established
human cancer cell lines were used in this study. MCF7, MDA-MB-231,
YMB1, SKBR3, H460, H441, H226, H82, LNCaP, PC3, DLD1, DU145, HT29,
OVCAR4, OVCAR5, OVCAR8, SHIN3, and SKOV3 were cultured in RPMI-1640
(with l-glutamine and phenol red) and maintained at 37 °C
in a humidified incubator under 5% CO2 in air. A549, HSC2,
and U87-MG were cultured in DMEM (high glucose with l-glutamine
and phenol red) and maintained under the same conditions. All media
were supplemented with 10% fetal bovine serum and 1% penicillin/streptomycin.
MCF7, LNCaP, PC3, DU145, and A549 were obtained from RIKEN Cell Bank.
MDA-MB-231, SKBR3, H460, H441, H226, H82, DLD1, HT29, SKOV3, and U87-MG
were obtained from American Type Culture Collection. YMB1, MIA PaCa-2,
and HSC2 were obtained from Japanese Collection of Research Bioresources
Cell Bank. OVCAR4, OVCAR5, OVCAR8, and SHIN3 were provided by Prof.
H. Kobayashi, NIH, U.S.A.
Confocal Imaging of Glycosidase Activity
in Cultured Cancer
Cells
For fluorescence microscopy, about 10 000 cells
in 200 μL of medium supplemented with 10% fetal bovine serum
and 1% penicillin/streptomycin were seeded in each well of an 8-well
chamber (μ-Slide 8 well; Ibidi) and cultured for 1–2
days. The medium was replaced with 200 μL of phenol red- and
serum-free RPMI-1640 or DMEM containing 10 μM glycosidase-reactive
fluorescent probe. The plate was incubated at 37 °C for 1 h in
a humidified incubator under 5% CO2 in air, and differential
interference contrast (DIC) and fluorescence images were obtained
using a Leica Application Suite Advanced Fluorescence with a TCS SP5
X. The light source was a white light laser. Excitation and emission
wavelengths were 498 nm/500–600 nm.
Clinical Samples
Sixty-five breast tumor patients underwent
surgical treatment at the Ueo Breast Cancer Hospital. Twenty-four
patients were enrolled for fluorescence imaging analysis for various
tissues in breast (Figures –6, S6–S8, S11–S17, and S19–21, Tables and S1), 2 patients
were enrolled for DEG assay (Figures and S10, Tables S2 and S3), and 65 patients were enrolled for immunohistochemical analysis
(Figures –5, S11, S12, S23, and S24). Some patients were duplicated in plural analyses. Informed consent
was obtained from all patients, and this study was approved by the
local ethics committees. All experiments were performed in accordance
with guidelines and regulations approved by ethics committees. All
clinical and pathological data were obtained from medical records.
Both fresh and frozen specimens were used in these experiments. Fresh
surgical specimens were evaluated within 10 min after resection. Frozen
specimens were frozen immediately after resection, stored at −80
°C, and thawed at room temperature before use.
Screening of
Fluorescent Probes with Human Breast Surgical Specimens
A
50 μM solution of glycosidase-reactive fluorescent probe
(200 μL) in PBS containing 0.5% v/v DMSO as a cosolvent was
added to each well of an 8-well chamber (μ-Slide 8 well; Ibidi)
containing a human surgical specimen (tumor or nontumor tissue). The
fluorescence intensities and images of specimens were recorded with
the Maestro in vivo imaging system (PerkinElmer)
before and at 1, 3, 5, 10, 20, and 30 min after probe administration.
The green filter setting (Ex/Em = 490 nm/550 nm long-pass) was used.
The tunable filter was automatically increased in 10 nm increments
from 500 to 720 nm, while the camera sequentially captured images
at each wavelength interval. Fluorescence at 540 nm was extracted,
and fluorescence intensities were quantified by drawing ROIs with
the Maestro software. Exposure time was set at 100–50 ms depending
on fluorescence intensity from specimens. The stage and lamp of the
equipment were both set at position 1. Surgical specimens were frozen
immediately after resection, stored at −80 °C, and thawed
at room temperature before use in this experiment.
Ex
Vivo Fluorescence Imaging of Human Breast
Surgical Specimens Containing Both Tumor and Normal Tissues
A 50 μM solution of HMRef-αMan (3–10 mL) in PBS
containing 0.5% v/v DMSO as a cosolvent was added to a 3.5 or 5.0
cm dish containing a human surgical specimen so that the tissue was
completely soaked with probe solution. Fluorescence images of fresh
IDC specimens were recorded using an in-house-built portable fluorescence
imager. The fluorescence images of frozen DCIS and FA specimens were
recorded and evaluated as described above, using the Maestro in vivo imaging system. Exposure time was set at 100–20
ms depending on the level of fluorescence intensity from specimens.
The stage and lamp of the equipment were both set at position 1 or
2. Fresh IDC specimens were evaluated 10 min after resection. DCIS
and FA specimens were frozen immediately after resection, stored at
−80 °C, and thawed at room temperature before use in this
experiment.
Histological Analysis
Excised specimens
were immediately
fixed with 10% formaldehyde for at least 24 h. Formalin-fixed paraffin-embedded
tissues were sectioned at 4 μm thickness and stained with hematoxylin
and eosin for histopathological evaluation. Experienced pathologists
examined each sample in a blind manner, and dysplasia and neoplasia
were diagnosed according to the Japanese Breast Cancer Society criteria,
18th edition and WHO Classification of Tumor of the Breast, 5th edition.
The distribution of carcinoma evaluated pathologically in the resected
specimen was compared to that of fluorescence-positive regions.
Immunohistochemical Analysis of MAN2C1 Expression
Sections
4 μm thick were prepared as described above. Immunoperoxidase
staining for MAN2C1 (mouse monoclonal antibody, Clone: C-4, Lot: B2216,
Santa Cruz Biotechnology) was performed using a Ventana Benchmark
XT (Ventana Medical Systems) automated slide-staining system. Sections
were deparaffinized, pretreated with Cell Conditioning 1 (CC1, Ventana
Medicals Systems), reacted with primary antibodies for 32 min at room
temperature, visualized with a Ventana DAB detection kit (iView DAB
detection kit), and counter-stained with Hematoxylin and Bluing Reagent.
MAN2C1 antibody was diluted to 1/50 and used with an iVIEW DAB detection
kit and Endogenous Biotin blocking kit (Ventana Medical Systems).
As criteria to evaluate MAN2C1 expression, ≥10% positivity
in cells was considered as positive.
Dual-Color Dual-Target
Fluorescence Imaging of Surgically Resected
Cancer and Benign Tissues
A 50 μM solution of HMRef-αMan
and gGlu-2OMe SiR600 (200 μL) in PBS containing 1.0% v/v DMSO
as a cosolvent was added to an 8-well chamber (μ-Slide 8 well;
Ibidi) containing a human surgical cancer or benign specimen so that
the tissue was completely soaked with probe solution. The fluorescence
intensities and images of specimens were recorded and evaluated using
the same method as above with the Maestro in vivo imaging system. Exposure time was set at 100–20 ms depending
on the fluorescence intensity emitted by specimens. The stage and
lamp of the equipment were both set at position 1. Surgical specimens
were frozen immediately after resection, stored at −80 °C
and thawed at room temperature before use in this experiment.
Statistical
Analysis
Statistical analyses were performed
with EZR software (Saitama Medical Centre, Jichi Medical University).[51] Sensitivity and specificity were evaluated from
the receiver operating characteristic curves (see SI). Statistical comparisons between two samples were made
using the unpaired Welch’s t-test.