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ARTICLE
TMR | January 2020 | vol. 5 | no. 1 | 44
doi: 10.12032/TMR20190914135
Submit a manuscript: https://www.tmrjournals.com/tmr
Traditional Chinese Medicine
Highlights
The identification of syndrome conditions had different impacts on CRC prognosis, and which may be
related with different mRNA expression levels. Our results prelimitarily uncovered that some oncogenes
and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome
types and CRC patients with Dampness Heat syndrome might have a poor prognosis.
Traditionality
TCM syndrome is a kind of pathological profiles that reflect signs and symptoms at a certain stage of a
disease, which is the most essential guidelines for the prescription of Chinese herbal formulae and also an
important classification for CRC TCM therapy. A clear understanding biological basis of TCM syndrome
will help the clinical diagnosis and the treatment for CRC patients hopefully.
P < 0.001
P = 0.314
P = 0.061
ARTICLE
TMR | January 2020 | vol. 5 | no. 1 | 45
Submit a manuscript: https://www.tmrjournals.com/tmr
doi: 10.12032/TMR20190914135
Abstract
Background: Traditional Chinese medicine (TCM) syndrome, also named syndrome, are comprehensive and
integral analyses of clinical information which helps to guide different individualized treatment prescriptions.
Methods: Thirty healthy controls and 80 colorectal cancer (CRC) patients (including 33 Spleen Qi Deficiency
syndrome, 23 Dampness Heat syndrome, 17 Blood Stasis syndrome and 7 other syndrome) were enrolled into this
study. Human mRNAs were extracted from peripheral blood mononuclear cells. The gene expression for CRC
patients with different TCM syndrome was determined by microarray and qRT-PCR. Results: Spleen Qi Deficiency,
Dampness Heat and Blood Stasis were the most common syndromes in CRC patients. There is a significant
difference was found in mRNA expression levels (especially for PIK3CA, STAT3, SOX9 and KDM5C) among
Spleen Qi Deficiency, Dampness Heat and Blood Stasis syndrome groups. The higher mRNA levels of JNK1, TP53,
MLH1, MSH6, PMS2, SOCS3, TCF7L2, FAM123B, PSAP, FBXW7, SALL4 and the lower expression of
inflammatory cytokine IL-6 were found in Spleen Qi Deficiency group but not other syndrome types. The higher
mRNA levels of KRAS, MUC16, EGFR, GRASP65, PIK3CA, MAPK7, CD24, STAT3, SLC11A1, Bcl-2, TXNDC17
and some inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4) were found in Dampness Heat group but not other
syndrome types. Blood Stasis syndrome showed higher expression of SOX9, MLH1, MSH6, KDM5C, PCDH11X,
PSAP and SALL4, and lower mRNA levels of PIK3CA, CD24, STAT3, CXCR4, TXNDC17 and TP53. The CRC
patients with Dampness Heat syndrome might have a poor prognosis than other syndrome types. Conclusion: The
identification of syndrome conditions had different impacts on CRC prognosis, and which might be related with
different mRNA expression levels. Some oncogenes and pro-inflammatory cytokines were highly expressed in
Dampness Heat group but not other syndrome types, suggesting that the CRC patients with Dampness Heat
syndrome might have a poor prognosis. Our results prelimitarily uncovered the molecular basis of syndrome
differences in CRC prognosis, a better understanding for TCM treatment of CRC.
Keywords: Traditional Chinese medicine, Clinical distribution, Molecular profiling, Colorectal cancer, Syndrome
differentiation, Pattern diagnosis.
Acknowledgments:
This research was supported by grants from National Natural Science Foundation of China (grant No. 81874380,
81672932, 81730108 and 81973635), Zhejiang Provincial Natural Science Foundation of China for
Distinguished Young Scholars (grant No. LR18H160001), Zhejiang Province Science and Technology Project
of TCM (grant No. 2019ZZ016), Zhejiang Province Medical Science and Technology Project (grant No.
2017RC007), Talent Project of Zhejiang Association for Science and Technology (grant No. 2017YCGC002),
Key Project of Hangzhou Ministry of Science and Technology (grant No. 20162013A07), Zhejiang Provincial
Project for the Key Discipline of Traditional Chinese Medicine (grant No. 2017-XK-A09), the Open Project
Program of Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica (No.
JKLPSE201807) and the Project of the Priority Academic Program Development of Jiangsu Higher Education
Institutions (PAPD).
Abbreviations:
CRC, colorectal cancer; TCM, traditional Chinese medicine; CEA, carcinoembryonic antigen; LDH, lactate
dehydrogenase; PBMCs, peripheral blood mononuclear cells.
Competing interests:
The authors declare that there is no conflict of interest. None of the contents of this manuscript has been
previously published or is under consideration elsewhere. All the authors read and approve the final version of
the manuscript prior to submission.
Citation:
Li-Jun Jin, Ying Liu, Ming-Ming Zhang, et al. Clinical distribution and molecular profiling on postoperative
colorectal cancer patients with different traditional Chinese medicine syndromes. Traditional Medicine
Research 2020, 5 (1): 44–52.
Executive Editor: Nuo-Xi Pi.
Submitted: 8 August 2019, Accepted: 10 September 2019, Online: 21 September 2019.
ARTICLE
TMR | January 2020 | vol. 5 | no. 1 | 46
doi: 10.12032/TMR20190914135
Submit a manuscript: https://www.tmrjournals.com/tmr
Background
The disease of Jiju was recorded on the ancient book
of Chinese medicine named Zhu Bing Yuan Hou Lun in
Sui Dynasty of ancient China (610 C.E.), with the
characters of abdominal pain, loose stools, abdominal
mass, etc., which is similar to the clinical symptoms of
colorectal cancer (CRC) in Western medicine. Till now
CRC is one of the most common cancer around the
world, although a lot of progress has been made over
the past years [1]. Now, surgical resection is the main
treatment strategy for early CRC patients, however,
approximately 40% patients with stage II or III CRC
may have a recurrence after surgery [2, 3]. Therefore,
identifying efficient prognostic factors and improving
the overall survival of CRC patients are important
issue.
Traditional Chinese medicine (TCM) emphasizes
integration concept of the environment and the human
body. For patient cancer, TCM is one of the most
common complementary and alternative therapy [4, 5].
TCM depends on syndrome differentiation diagnosis,
which includes four diagnostic procedures: observation,
listening, questioning, and pulse analyses. Syndrome is
a kind of pathological profiles that reflect signs and
symptoms at a certain stage of a disease [6]. Therefore,
TCM syndrome is the most essential guidelines for the
prescription of Chinese herbal formulae and also an
important classification for CRC TCM therapy [7]. The
CRC patients should be treated by different herbal
prescription when they are diagnosed with different
syndrome. However, when TCM meets modern
medicine, the molecular basis and the validity of
syndrome is poorly understood. So, a clear
understanding biological basis of TCM syndrome will
help the clinical diagnosis and the treatment for CRC
patients hopefully.
In this study, we hypothesized that the identification
of syndrome conditions had different impacts on CRC
patients, and which might be related with different
mRNA expression levels. To test this hypothesis, thirty
healthy controls and 80 CRC patients broken down
into four types of syndrome. As a result, we showed
that Spleen Qi Deficiency, Dampness Heat and Blood
stasis were the most common syndrome types in CRC.
In the further study, we evaluated the expression of
mRNA among these different TCM syndrome and
demonstrated that the expression levels of PIK3CA,
STAT3, SOX9 and KDM5C were significantly
associated with different syndrome types. For the
molecular basis of different TCM syndrome in CRC,
our results provide a new understanding.
Materials and methods
Literature search for publications on TCM
syndrome in Chinese CRC patients
From January 2000 to June 2019, relevant studies were
found based on searching the databases of PubMed,
Web of Science, EMBASE, MEDLINE, and Cochrane
library database. Meanwhile, we also consulted some
Chinese periodicals, including CNKI (China Academic
Journals), Wanfang and Weipu. The search strategy is
the following: “Zhong Yi” (traditional Chinese
medicine), “syndrome” or “Zheng” (syndrome), and
“Rectal cancer” or “Colon cancer” or “Colorectal
cancer”. More than 600 papers on TCM syndrome in
CRC were initially identified.
Study subjects
This research protocol (2009-0007) was approved by
the medical ethics committee of Jianggan District
People’s Hospital and Sir Run Run Shaw Hospital. A
total of 80 colorectal adenocarcinoma patients were
consecutively recruited in Hangzhou, Zhejiang, China
from January 2009 to July 2017 and healthy volunteers
were used as the control group.
Diagnostic criteria
The diagnoses of all CRC patients were confirmed by
pathology from surgical specimens. Trained
interviewers used a uniform questionnaire to collect
the TCM diagnostic information including name,
gender, age, etc., and known risk factors for CRC.
According the previous report, the standard criteria for
the classification of CRC syndrome was performed [8].
CRC patients were divided into four main syndrome
types: Spleen Qi Deficiency syndrome, Dampness
Heat syndrome, Blood Stasis syndrome, and other
syndromes.
a. Spleen Qi Deficiency syndrome: its clinical
symptom is similar to that of cancer related
fatigue and the digestion process is perturbed,
making the person usually feel tired, are low in
spirit and reluctant to talk as well as causing
abdominal discomfort and loose stool [9–10].
b. Dampness Heat syndrome: it is similar to strong
inflammation response and flat in Western
medicine. So, these patients usually have heavy
body weight, lack of appetite, thirsty but little/no
desire to drink, brown yellowish urine, loose
stools, etc. [11].
c. Blood Stasis syndrome: it is similar to
hypercoagulable state of blood and is considered
to be related with hemorheological properties
changing. Usually, these patients have tingling
pain, cyanosis or purple, dry stool (of skin, lips,
nails, and/or tongue) with stasis maculae or spots
[12].
Inclusion criteria
All CRC patients meet Western medicine and TCM
criteria and the following characteristics: (a) Han
(Chinese main ethnic group) Chinese ethnicity, (b)
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doi: 10.12032/TMR20190914135
histopathologically diagnosed with primary CRC, (c)
aged between 18 and 80 years, (d) had no antitumor
therapy before recruitment, including radiotherapy and
chemotherapy, and (e) did not have severe heart failure,
pulmonary insufficiency, or kidney disease.
Exclusion criteria
Patients with appendix tumor, jejunum tumor,
colorectal adenoma, E. stromal tumor, large intestine
leiomyosarcoma, large intestine malignant melanoma
and cases without pathological diagnosis and
completed data were excluded.
CRC sample preparation
CRC serum samples were obtained from patients who
had undergone a surgical procedure at the Affiliated
Hospital of Hangzhou Normal University (Hangzhou,
China). The written informed consent was obtained
from all patients and all protocols regarding the use of
patient samples in this study were approved by the
Ethics Committee of Hangzhou Normal University.
Serum samples were stored at -80 °
C. All experiments
were approved by the guidelines of the Hangzhou
Normal University and performed in accordance with
the Code of Ethics of the World Medical Association
(Declaration of Helsinki). The method of
Ficoll-Hypaque density gradient centrifugation was
used to separate the peripheral blood mononuclear
cells (PBMCs) from the peripheral venous blood of all
patients [13]. Total human RNA (100 ng), extracted
from PBMCs using Trizol Reagent (Invitrogen, CA,
USA), was used as inputs for sample labeling and
hybridization preparation in accordance with the
manufacturer’s protocol (Agilent Technologies, Santa
Clara, CA). Serum levels of carcinoembryonic antigen
(CEA) and lactate dehydrogenase (LDH) were
detected in hospital laboratory of Hangzhou Normal
University. Microarray was used to detect mRNA
expression profile and qRT-PCR was used to determine
mRNA fold change [14].
Gene expression profiling and data processing
According to the protocol for manufacturer, gene
expression profiling was performed by LC-Bio
Technology Co., Ltd. (Hangzhou, Zhejiang, China) [15,
16] and ComBat was used to adjust possible batch
effects [17]. All preprocessing steps were carried out in
the statistical software R 3.1.0 with the lumi and sva
packages [18, 19]. Libraries were prepared using the
NebNext Ultra II Directional RNA library prep kit for
Illumina (NEB #E7760) and NEBNext Multiplex
Oligos for Illumina (E7355). NextSeq500 instrument
was used to sequence all samples with single-end 75bp
reads to a depth of 30-50M reads/sample. Then,
differentially expressed mRNAs were identified using
the t-test with the cut-off criteria of P < 0.05 and
fold-change > 2 or < 0.5.
qRT-PCR
According to the manufacturer’s instructions, total
RNA was reversely transcribed into cDNA via using
the SuperScript@
III Reverse Transcriptase Kit
(Invitrogen, CA, USA). Quantitative real-time PCR
was performed using SYBR Green dye (Ambion,
Carlsbad, CA, USA) on an Applied Biosystems 7500
Sequence Detection System (Applied Biosystems,
Foster City, CA). The thermal cycling conditions were
as follows: an initial step at 95°
C for 15 s followed by
40 cycles of 95°
C for 5 s and then 60°
C for 30 s. Each
experiment was performed in a final 20 μl of reaction
volume containing 2 μl of cDNA, 0.8 μl of forward
primer and reverse primer at the concentration of 10
μM for each one, 10 μl of SYBR®
Prime Ex Taq™ II
(2×), 0.4 μl of ROX Reference Dye or Dye II (50×)
and 6 μl of H2O. All of the reactions were run in
triplicate. The fixed threshold settings were used to
determine the cycle threshold (CT) data and a
comparative CT method was used to compare each
condition to the control reactions. Relative gene
expression levels were normalized to the internal
control GAPDH. The primers for quantitative real time
PCR (qRT-PCR) analysis were as follows:
PIK3CA-F 5’- GGTGAAAGACGATGGACAACTGT
-3’
PIK3CA-R 5’- TGTAACACATCTCCTGAAACCTC
TC -3’
STAT3-F 5’- CAGAGCCCCATTTTCTGGTA -3’
STAT3-R 5’- AGGACAGGGAGTGGTGTTTG -3’
SOX9-F 5’- AAGCTCTGGAGACTTCTGAACG -3’
SOX9-R 5’- CGTTCTTCACCGACTTCCTCC -3’
KDM5C-F 5’- CGGCAGTACCTGCGGTATC -3’
KDM5C-R 5’- TCAGTTCTTCAAGGCTGCG -3’
GAPDH-F 5’- CTATAAATTGAGCCCGCAGC -3’
GAPDH-R 5’- GACCAAATCCGTTGACTCCG -3’
Statistical analyses
The Chi-square and Fisher's exact tests were used to
evaluate the correlation coefficient of two factors. The
Kaplan-Meier method was used to compare the
survival of patients with colorectal cancer with
different syndrome and the logrank test was used to
test the differences between the survival curves. The
analysis of variance was used to examine the
difference among gene expression levels. All data
analysis was conducted with GraphPad Prism Software
Version 6 (GraphPad, San Diego, CA) and all data are
showed as mean ± Std. P < 0.05 was defined as
statistically significant.
Results
Investigation of TCM syndrome in Chinese
colorectal cancer patients
From January 2000 to June 2019, relevant studies were
found by searching various English and Chinese
databases. More than 600 papers on TCM syndrome in
ARTICLE
TMR | January 2020 | vol. 5 | no. 1 | 48
doi: 10.12032/TMR20190914135
Submit a manuscript: https://www.tmrjournals.com/tmr
CRC were initially identified. Summary analysis from
these publications indicated the main deficiency
syndrome for CRC were Spleen Qi Deficiency,
Weakness of Spleen and Stomach, Yin Deficiency of
Liver and Kidney, Deficiency of both Qi and Blood,
and Yang Deficiency of Spleen and Kidney (Figure
1A), which accounted for 90.8% of the total. The main
excessive syndrome for CRC were Dampness Heat,
Blood Stasis, and Stagnation of Qi, which accounted
for 96.81% of the total (Figure 1B).
Characteristics and syndrome distribution of the
study subjects
A total of 80 CRC patients were included in the study.
The most common syndrome in CRC are Spleen Qi
Deficiency (41.25% of studies), Dampness Heat
(28.75%) and Blood Stasis (21.25%) (Figure 2A).
Gender, age, tumor stage, the expression level of CEA
and LDH, and syndrome distribution of subjects are
shown in Table 1. The CRC patients with Dampness
Heat syndrome has a higher CEA and LDH expression
than those patients with Spleen Qi Deficiency and
Blood Stasis subtype (P < 0.05). However, there is no
significant difference among gender proportion, age,
drinking, diet habit, individual disease history and
tumor stage (P > 0.05). In further study, we evaluated
whether different syndrome subtypes had different
impact on the prognosis of CRC patients. As a result,
the CRC patients with Dampness Heat syndrome are
found to have a poor prognosis (Figure 2B). Altogether,
our study demonstrated a correlation between
syndrome types and the expression level of CEA and
LDH as well as prognosis in CRC patient.
Analysis of gene expression profiles in the three
groups of CRC patients
To determine the gene expression of CRC patients
with different TCM syndrome, we first detected
mRNA expression of three blood samples of patients
with CRC from the Spleen Qi Deficiency, Dampness
Heat, Blood Stasis, and control groups by gene
expression array. As shown in Figure 3A, we found
that there is a significantly different mRNA expression
among the Spleen Qi Deficiency, Dampness Heat,
Blood Stasis, and control groups. The higher mRNA
levels of JNK1, TP53, MLH1, MSH6, PMS2, SOCS3,
TCF7L2, FAM123B, PSAP, FBXW7, SALL4 and the
lower expression of inflammatory cytokine IL-6 are
found in Spleen Qi Deficiency groups but not other
syndrome types. The higher mRNA levels of KRAS,
MUC16, EGFR, GRASP65, PIK3CA, MAPK7, CD24,
STAT3, SLC11A1, Bcl-2, TXNDC17 and some
inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4)
are found in Dampness Heat groups but not other
syndrome types. Meanwhile, the lower mRNA levels
of JNK1, TP53, SOX9, MLH1, MLH3, MSH6, PMS2,
KDM5C, SOCS3, PCDH11X, TCF7L2, FAM123B,
PSAP, FBXW7 and SALL4 are shown in Dampness
Heat groups but not other syndrome types. Compared
with Dampness Heat groups, Blood Stasis syndrome
shows higher expression of SOX9, MLH1, MSH6,
KDM5C, PCDH11X, PSAP and SALL4, and lower
mRNA levels of PIK3CA, CD24, STAT3, CXCR4,
TXNDC17 and TP53. We also examined the
expression of PIK3CA, STAT3, SOX9 and KDM5C by
qRT-PCR. As a result, we demonstrate that the
Dampness Heat group expresses the highest levels of
PIK3CA and STAT3 and the lowest levels of SOX9 and
KDM5C (Figure 3B). Therefore, different TCM
syndrome showed different mRNA expression level
and the higher expression of some oncogenes (KRAS,
MUC16, EGFR, GRASP65, PIK3CA, STAT3, Bcl-2,
TXNDC17) and pro-inflammatory cytokines (IL-6,
IL-23, TNF-a, CXCR4) contributed to Dampness Heat
syndrome types, which indicated that the molecular
basis of Dampness Heat syndrome in CRC might be
different from other syndrome types and the CRC
patients with Dampness Heat syndrome might have a
poor prognosis.
Figure 1 Summary analysis of TCM syndrome from annual publications. (A) Deficiency syndrome description;
(B) Excessive syndrome description. TCM, Traditional Chinese medicine.
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Submit a manuscript: https://www.tmrjournals.com/tmr TMR | January 2020 | vol. 5 | no. 1 | 49
doi: 10.12032/TMR20190914135
Table 1 Correlation between clinicpathological background and different traditional Chinese medicine
syndromes in 73 cases of CRC patients
Different syndromes of CRC
Spleen Qi
Deficiency
(n = 33)
Dampness Heat
(n = 23)
Blood Stasis
(n = 17)
P-value
Gender
Male 18 15 10 0.727
Female 15 8 7
Age
> 60 15 11 7 0.915
≤ 60 18 12 10
Smoking
No 23 17 14 0.627
Yes 10 6 3
Drinking
No 20 13 11 0.871
Yes 13 10 6
High fat diet 0.855
No 11 8 7
Yes 22 15 10
Individual disease history 0.915
No 29 21 15
Yes 4 2 2
Stage
III 14 9 6 0.885
IV 19 14 11
CEA
> 10 µg/mL 12 16 5 0.016
≤ 10 µ
g/mL 21 7 12
LDH
> 300 U/L 6 20 4 < 0.001
≤ 300 U/L 27 3 13
CRC, colorectal cancer; CEA, carcinoembryonic antigen; LDH, lactate dehydrogenase.
P < 0.001
P = 0.314
P = 0.061
Figure 2 Syndrome distribution and prognosis of CRC patients. (A) Clinical distributions of TCM syndrome in
CRC; (B) The prognosis of CRC patients with different syndrome types. SQD: Spleen Qi Deficiency; DH: Dampness
Heat; BS: Blood Stasis.
Discussion
TCM is widely used to improve the efficacy of
chemotherapy and relieve the clinical symptom of
China. In TCM theory, Chinese medicine is
prescribed according to syndrome [20]. Syndrome
differentiation has been considered to guide the
choice of individualized treatment with TCM herbal
ARTICLE
TMR | January 2020 | vol. 5 | no. 1 | 50
doi: 10.12032/TMR20190914135
Submit a manuscript: https://www.tmrjournals.com/tmr
P < 0.001
P < 0.001
P < 0.001
P < 0.001
Figure 3 The molecular basis of TCM syndrome in CRC patients. (A) mRNA expression profiles of blood
samples of CRC from the Spleen Qi Deficiency, Dampness Heat, Blood Stasis, and control groups are detected by
gene expression array; (B) mRNA expression levels of PIK3CA, STAT3, SOX9 and KDM5C are confirmed by
qRT-PCR. a, For PIK3CA, compare with other syndrome, P < 0.001; b, For STAT3, compared with other syndrome,
P < 0.001; c, For SOX9, compared with other syndrome, P = 0.001; d, For KDM5C, compared with other syndrome,
P < 0.001.
formulae since the ancient time of China [21–23].
Therefore, the classical TCM therapeutic principle,
“same disease treated by different therapies” or
“different diseases treated by same therapy”, is usually
adopted in cancer treatments [20]. However, it is
difficult to cover the scientific basis of the complexity
of syndrome, which limits the widespread application
of TCM in the world [6, 24–26]. Therefore,
understanding the potential molecular mechanisms
underlying syndrome in CRC is urgently needed.
It is known that cancer is often influenced by
changes from the genes that control the body’s
phenotypes and gene expression profiles are tightly
correlated with carcinogenesis and cancer development
[27–29]. A large number of studies have investigated
the relationship between molecular basis and TCM
syndromes [30, 31]. Dai, et al. found the existence of
TCM syndrome could influence the tumor growth in
pancreatic cancer, which might be mediated by the
expression of chemokines CCR5/CCL5/CCL4 [6]. Tao,
et al. and Hu, et al. showed that serum and plasma
biomarkers could be a potential screening tool for the
diagnosis and stratification of CRC patients with
different syndrome differentiation [32, 33]. Wang and
her colleagues identified that the emergence of
syndrome conditions before or after tumor occurrence
had significant different impacts on pancreatic cancer
development. In the further study, they declared that
tumor-associated macrophage infiltration and
inflammatory cytokines including IL-6, IL-10, and
p-STAT3 contributed to these differences [34].
However, the studies about the relationships between
CRC syndrome and genetic susceptibility are few.
In the present study, we investigated the clinical
distribution of TCM syndrome in CRC patients and
found Spleen Qi Deficiency, Dampness Heat and
Blood Stasis were the most common syndrome types
in CRC. Next, we analyzed the clinicopathological
characteristics of CRC patients with different TCM
syndrome. We showed that the Dampness Heat subtype
in CRC had a significantly higher CEA and LDH
expression, compared with Spleen Qi Deficiency and
Blood Stasis group. However, there was no significant
differences among gender proportion, age and tumor
stage. In further study, we evaluated the impact of
different syndrome types on CRC prognosis and found
CRC patients with Dampness Heat syndrome had a
poor survival. To further determine the possible
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Submit a manuscript: https://www.tmrjournals.com/tmr TMR | January 2020 | vol. 5 | no. 1 | 51
doi: 10.12032/TMR20190914135
molecular mechanisms underlying different TCM
syndrome, gene expression array was used to detect
mRNA expression of blood samples of CRC from the
Spleen Qi Deficiency, Heat Dampness, Blood Stasis,
and control groups. Interestingly, some oncogenes
(KRAS, MUC16, EGFR, GRASP65, PIK3CA, STAT3,
Bcl-2, TXNDC17) and inflammatory cytokines (IL-6,
IL-23, TNF-a, CXCR4) were found higher expression
in Dampness Heat groups but not other syndrome
types. EGFR inhibitors were reported to significantly
inhibit LPS-induced IL-1β, IL-6, and TNF-α
production via NF-κB inactivation [35]. ARID1A and
PIK3CA mutations were demonstrated to cooperate to
promote tumor growth through sustained IL-6
inflammatory cytokine signaling [36]. Therefore, our
results indicated the CRC patients with Dampness Heat
syndrome might have a poor prognosis. However, we
only examined three blood samples for each syndrome
group, large-scale and multicenter collaboration will be
necessary in the future.
Conclusion
Therefore, these results indicated that the gene
expression profiling approach could be a potential
approach for the diagnosis and stratification of CRC
patients with different syndrome differentiation, which
was also demonstrated by qRT-PCR. In summary, our
results provide insights into the potential utility and
prognosis of TCM syndrome and may hopefully
improve understanding of the molecular basis of TCM
syndrome in CRC.
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clinical distribution and molecular profiling on postoperative colorectal cancer patients with different traditional Chinese medicine syndromes

  • 1. ARTICLE TMR | January 2020 | vol. 5 | no. 1 | 44 doi: 10.12032/TMR20190914135 Submit a manuscript: https://www.tmrjournals.com/tmr Traditional Chinese Medicine Highlights The identification of syndrome conditions had different impacts on CRC prognosis, and which may be related with different mRNA expression levels. Our results prelimitarily uncovered that some oncogenes and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome types and CRC patients with Dampness Heat syndrome might have a poor prognosis. Traditionality TCM syndrome is a kind of pathological profiles that reflect signs and symptoms at a certain stage of a disease, which is the most essential guidelines for the prescription of Chinese herbal formulae and also an important classification for CRC TCM therapy. A clear understanding biological basis of TCM syndrome will help the clinical diagnosis and the treatment for CRC patients hopefully. P < 0.001 P = 0.314 P = 0.061
  • 2. ARTICLE TMR | January 2020 | vol. 5 | no. 1 | 45 Submit a manuscript: https://www.tmrjournals.com/tmr doi: 10.12032/TMR20190914135 Abstract Background: Traditional Chinese medicine (TCM) syndrome, also named syndrome, are comprehensive and integral analyses of clinical information which helps to guide different individualized treatment prescriptions. Methods: Thirty healthy controls and 80 colorectal cancer (CRC) patients (including 33 Spleen Qi Deficiency syndrome, 23 Dampness Heat syndrome, 17 Blood Stasis syndrome and 7 other syndrome) were enrolled into this study. Human mRNAs were extracted from peripheral blood mononuclear cells. The gene expression for CRC patients with different TCM syndrome was determined by microarray and qRT-PCR. Results: Spleen Qi Deficiency, Dampness Heat and Blood Stasis were the most common syndromes in CRC patients. There is a significant difference was found in mRNA expression levels (especially for PIK3CA, STAT3, SOX9 and KDM5C) among Spleen Qi Deficiency, Dampness Heat and Blood Stasis syndrome groups. The higher mRNA levels of JNK1, TP53, MLH1, MSH6, PMS2, SOCS3, TCF7L2, FAM123B, PSAP, FBXW7, SALL4 and the lower expression of inflammatory cytokine IL-6 were found in Spleen Qi Deficiency group but not other syndrome types. The higher mRNA levels of KRAS, MUC16, EGFR, GRASP65, PIK3CA, MAPK7, CD24, STAT3, SLC11A1, Bcl-2, TXNDC17 and some inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4) were found in Dampness Heat group but not other syndrome types. Blood Stasis syndrome showed higher expression of SOX9, MLH1, MSH6, KDM5C, PCDH11X, PSAP and SALL4, and lower mRNA levels of PIK3CA, CD24, STAT3, CXCR4, TXNDC17 and TP53. The CRC patients with Dampness Heat syndrome might have a poor prognosis than other syndrome types. Conclusion: The identification of syndrome conditions had different impacts on CRC prognosis, and which might be related with different mRNA expression levels. Some oncogenes and pro-inflammatory cytokines were highly expressed in Dampness Heat group but not other syndrome types, suggesting that the CRC patients with Dampness Heat syndrome might have a poor prognosis. Our results prelimitarily uncovered the molecular basis of syndrome differences in CRC prognosis, a better understanding for TCM treatment of CRC. Keywords: Traditional Chinese medicine, Clinical distribution, Molecular profiling, Colorectal cancer, Syndrome differentiation, Pattern diagnosis. Acknowledgments: This research was supported by grants from National Natural Science Foundation of China (grant No. 81874380, 81672932, 81730108 and 81973635), Zhejiang Provincial Natural Science Foundation of China for Distinguished Young Scholars (grant No. LR18H160001), Zhejiang Province Science and Technology Project of TCM (grant No. 2019ZZ016), Zhejiang Province Medical Science and Technology Project (grant No. 2017RC007), Talent Project of Zhejiang Association for Science and Technology (grant No. 2017YCGC002), Key Project of Hangzhou Ministry of Science and Technology (grant No. 20162013A07), Zhejiang Provincial Project for the Key Discipline of Traditional Chinese Medicine (grant No. 2017-XK-A09), the Open Project Program of Jiangsu Key Laboratory for Pharmacology and Safety Evaluation of Chinese Materia Medica (No. JKLPSE201807) and the Project of the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD). Abbreviations: CRC, colorectal cancer; TCM, traditional Chinese medicine; CEA, carcinoembryonic antigen; LDH, lactate dehydrogenase; PBMCs, peripheral blood mononuclear cells. Competing interests: The authors declare that there is no conflict of interest. None of the contents of this manuscript has been previously published or is under consideration elsewhere. All the authors read and approve the final version of the manuscript prior to submission. Citation: Li-Jun Jin, Ying Liu, Ming-Ming Zhang, et al. Clinical distribution and molecular profiling on postoperative colorectal cancer patients with different traditional Chinese medicine syndromes. Traditional Medicine Research 2020, 5 (1): 44–52. Executive Editor: Nuo-Xi Pi. Submitted: 8 August 2019, Accepted: 10 September 2019, Online: 21 September 2019.
  • 3. ARTICLE TMR | January 2020 | vol. 5 | no. 1 | 46 doi: 10.12032/TMR20190914135 Submit a manuscript: https://www.tmrjournals.com/tmr Background The disease of Jiju was recorded on the ancient book of Chinese medicine named Zhu Bing Yuan Hou Lun in Sui Dynasty of ancient China (610 C.E.), with the characters of abdominal pain, loose stools, abdominal mass, etc., which is similar to the clinical symptoms of colorectal cancer (CRC) in Western medicine. Till now CRC is one of the most common cancer around the world, although a lot of progress has been made over the past years [1]. Now, surgical resection is the main treatment strategy for early CRC patients, however, approximately 40% patients with stage II or III CRC may have a recurrence after surgery [2, 3]. Therefore, identifying efficient prognostic factors and improving the overall survival of CRC patients are important issue. Traditional Chinese medicine (TCM) emphasizes integration concept of the environment and the human body. For patient cancer, TCM is one of the most common complementary and alternative therapy [4, 5]. TCM depends on syndrome differentiation diagnosis, which includes four diagnostic procedures: observation, listening, questioning, and pulse analyses. Syndrome is a kind of pathological profiles that reflect signs and symptoms at a certain stage of a disease [6]. Therefore, TCM syndrome is the most essential guidelines for the prescription of Chinese herbal formulae and also an important classification for CRC TCM therapy [7]. The CRC patients should be treated by different herbal prescription when they are diagnosed with different syndrome. However, when TCM meets modern medicine, the molecular basis and the validity of syndrome is poorly understood. So, a clear understanding biological basis of TCM syndrome will help the clinical diagnosis and the treatment for CRC patients hopefully. In this study, we hypothesized that the identification of syndrome conditions had different impacts on CRC patients, and which might be related with different mRNA expression levels. To test this hypothesis, thirty healthy controls and 80 CRC patients broken down into four types of syndrome. As a result, we showed that Spleen Qi Deficiency, Dampness Heat and Blood stasis were the most common syndrome types in CRC. In the further study, we evaluated the expression of mRNA among these different TCM syndrome and demonstrated that the expression levels of PIK3CA, STAT3, SOX9 and KDM5C were significantly associated with different syndrome types. For the molecular basis of different TCM syndrome in CRC, our results provide a new understanding. Materials and methods Literature search for publications on TCM syndrome in Chinese CRC patients From January 2000 to June 2019, relevant studies were found based on searching the databases of PubMed, Web of Science, EMBASE, MEDLINE, and Cochrane library database. Meanwhile, we also consulted some Chinese periodicals, including CNKI (China Academic Journals), Wanfang and Weipu. The search strategy is the following: “Zhong Yi” (traditional Chinese medicine), “syndrome” or “Zheng” (syndrome), and “Rectal cancer” or “Colon cancer” or “Colorectal cancer”. More than 600 papers on TCM syndrome in CRC were initially identified. Study subjects This research protocol (2009-0007) was approved by the medical ethics committee of Jianggan District People’s Hospital and Sir Run Run Shaw Hospital. A total of 80 colorectal adenocarcinoma patients were consecutively recruited in Hangzhou, Zhejiang, China from January 2009 to July 2017 and healthy volunteers were used as the control group. Diagnostic criteria The diagnoses of all CRC patients were confirmed by pathology from surgical specimens. Trained interviewers used a uniform questionnaire to collect the TCM diagnostic information including name, gender, age, etc., and known risk factors for CRC. According the previous report, the standard criteria for the classification of CRC syndrome was performed [8]. CRC patients were divided into four main syndrome types: Spleen Qi Deficiency syndrome, Dampness Heat syndrome, Blood Stasis syndrome, and other syndromes. a. Spleen Qi Deficiency syndrome: its clinical symptom is similar to that of cancer related fatigue and the digestion process is perturbed, making the person usually feel tired, are low in spirit and reluctant to talk as well as causing abdominal discomfort and loose stool [9–10]. b. Dampness Heat syndrome: it is similar to strong inflammation response and flat in Western medicine. So, these patients usually have heavy body weight, lack of appetite, thirsty but little/no desire to drink, brown yellowish urine, loose stools, etc. [11]. c. Blood Stasis syndrome: it is similar to hypercoagulable state of blood and is considered to be related with hemorheological properties changing. Usually, these patients have tingling pain, cyanosis or purple, dry stool (of skin, lips, nails, and/or tongue) with stasis maculae or spots [12]. Inclusion criteria All CRC patients meet Western medicine and TCM criteria and the following characteristics: (a) Han (Chinese main ethnic group) Chinese ethnicity, (b)
  • 4. ARTICLE Submit a manuscript: https://www.tmrjournals.com/tmr TMR | January 2020 | vol. 5 | no. 1 | 47 doi: 10.12032/TMR20190914135 histopathologically diagnosed with primary CRC, (c) aged between 18 and 80 years, (d) had no antitumor therapy before recruitment, including radiotherapy and chemotherapy, and (e) did not have severe heart failure, pulmonary insufficiency, or kidney disease. Exclusion criteria Patients with appendix tumor, jejunum tumor, colorectal adenoma, E. stromal tumor, large intestine leiomyosarcoma, large intestine malignant melanoma and cases without pathological diagnosis and completed data were excluded. CRC sample preparation CRC serum samples were obtained from patients who had undergone a surgical procedure at the Affiliated Hospital of Hangzhou Normal University (Hangzhou, China). The written informed consent was obtained from all patients and all protocols regarding the use of patient samples in this study were approved by the Ethics Committee of Hangzhou Normal University. Serum samples were stored at -80 ° C. All experiments were approved by the guidelines of the Hangzhou Normal University and performed in accordance with the Code of Ethics of the World Medical Association (Declaration of Helsinki). The method of Ficoll-Hypaque density gradient centrifugation was used to separate the peripheral blood mononuclear cells (PBMCs) from the peripheral venous blood of all patients [13]. Total human RNA (100 ng), extracted from PBMCs using Trizol Reagent (Invitrogen, CA, USA), was used as inputs for sample labeling and hybridization preparation in accordance with the manufacturer’s protocol (Agilent Technologies, Santa Clara, CA). Serum levels of carcinoembryonic antigen (CEA) and lactate dehydrogenase (LDH) were detected in hospital laboratory of Hangzhou Normal University. Microarray was used to detect mRNA expression profile and qRT-PCR was used to determine mRNA fold change [14]. Gene expression profiling and data processing According to the protocol for manufacturer, gene expression profiling was performed by LC-Bio Technology Co., Ltd. (Hangzhou, Zhejiang, China) [15, 16] and ComBat was used to adjust possible batch effects [17]. All preprocessing steps were carried out in the statistical software R 3.1.0 with the lumi and sva packages [18, 19]. Libraries were prepared using the NebNext Ultra II Directional RNA library prep kit for Illumina (NEB #E7760) and NEBNext Multiplex Oligos for Illumina (E7355). NextSeq500 instrument was used to sequence all samples with single-end 75bp reads to a depth of 30-50M reads/sample. Then, differentially expressed mRNAs were identified using the t-test with the cut-off criteria of P < 0.05 and fold-change > 2 or < 0.5. qRT-PCR According to the manufacturer’s instructions, total RNA was reversely transcribed into cDNA via using the SuperScript@ III Reverse Transcriptase Kit (Invitrogen, CA, USA). Quantitative real-time PCR was performed using SYBR Green dye (Ambion, Carlsbad, CA, USA) on an Applied Biosystems 7500 Sequence Detection System (Applied Biosystems, Foster City, CA). The thermal cycling conditions were as follows: an initial step at 95° C for 15 s followed by 40 cycles of 95° C for 5 s and then 60° C for 30 s. Each experiment was performed in a final 20 μl of reaction volume containing 2 μl of cDNA, 0.8 μl of forward primer and reverse primer at the concentration of 10 μM for each one, 10 μl of SYBR® Prime Ex Taq™ II (2×), 0.4 μl of ROX Reference Dye or Dye II (50×) and 6 μl of H2O. All of the reactions were run in triplicate. The fixed threshold settings were used to determine the cycle threshold (CT) data and a comparative CT method was used to compare each condition to the control reactions. Relative gene expression levels were normalized to the internal control GAPDH. The primers for quantitative real time PCR (qRT-PCR) analysis were as follows: PIK3CA-F 5’- GGTGAAAGACGATGGACAACTGT -3’ PIK3CA-R 5’- TGTAACACATCTCCTGAAACCTC TC -3’ STAT3-F 5’- CAGAGCCCCATTTTCTGGTA -3’ STAT3-R 5’- AGGACAGGGAGTGGTGTTTG -3’ SOX9-F 5’- AAGCTCTGGAGACTTCTGAACG -3’ SOX9-R 5’- CGTTCTTCACCGACTTCCTCC -3’ KDM5C-F 5’- CGGCAGTACCTGCGGTATC -3’ KDM5C-R 5’- TCAGTTCTTCAAGGCTGCG -3’ GAPDH-F 5’- CTATAAATTGAGCCCGCAGC -3’ GAPDH-R 5’- GACCAAATCCGTTGACTCCG -3’ Statistical analyses The Chi-square and Fisher's exact tests were used to evaluate the correlation coefficient of two factors. The Kaplan-Meier method was used to compare the survival of patients with colorectal cancer with different syndrome and the logrank test was used to test the differences between the survival curves. The analysis of variance was used to examine the difference among gene expression levels. All data analysis was conducted with GraphPad Prism Software Version 6 (GraphPad, San Diego, CA) and all data are showed as mean ± Std. P < 0.05 was defined as statistically significant. Results Investigation of TCM syndrome in Chinese colorectal cancer patients From January 2000 to June 2019, relevant studies were found by searching various English and Chinese databases. More than 600 papers on TCM syndrome in
  • 5. ARTICLE TMR | January 2020 | vol. 5 | no. 1 | 48 doi: 10.12032/TMR20190914135 Submit a manuscript: https://www.tmrjournals.com/tmr CRC were initially identified. Summary analysis from these publications indicated the main deficiency syndrome for CRC were Spleen Qi Deficiency, Weakness of Spleen and Stomach, Yin Deficiency of Liver and Kidney, Deficiency of both Qi and Blood, and Yang Deficiency of Spleen and Kidney (Figure 1A), which accounted for 90.8% of the total. The main excessive syndrome for CRC were Dampness Heat, Blood Stasis, and Stagnation of Qi, which accounted for 96.81% of the total (Figure 1B). Characteristics and syndrome distribution of the study subjects A total of 80 CRC patients were included in the study. The most common syndrome in CRC are Spleen Qi Deficiency (41.25% of studies), Dampness Heat (28.75%) and Blood Stasis (21.25%) (Figure 2A). Gender, age, tumor stage, the expression level of CEA and LDH, and syndrome distribution of subjects are shown in Table 1. The CRC patients with Dampness Heat syndrome has a higher CEA and LDH expression than those patients with Spleen Qi Deficiency and Blood Stasis subtype (P < 0.05). However, there is no significant difference among gender proportion, age, drinking, diet habit, individual disease history and tumor stage (P > 0.05). In further study, we evaluated whether different syndrome subtypes had different impact on the prognosis of CRC patients. As a result, the CRC patients with Dampness Heat syndrome are found to have a poor prognosis (Figure 2B). Altogether, our study demonstrated a correlation between syndrome types and the expression level of CEA and LDH as well as prognosis in CRC patient. Analysis of gene expression profiles in the three groups of CRC patients To determine the gene expression of CRC patients with different TCM syndrome, we first detected mRNA expression of three blood samples of patients with CRC from the Spleen Qi Deficiency, Dampness Heat, Blood Stasis, and control groups by gene expression array. As shown in Figure 3A, we found that there is a significantly different mRNA expression among the Spleen Qi Deficiency, Dampness Heat, Blood Stasis, and control groups. The higher mRNA levels of JNK1, TP53, MLH1, MSH6, PMS2, SOCS3, TCF7L2, FAM123B, PSAP, FBXW7, SALL4 and the lower expression of inflammatory cytokine IL-6 are found in Spleen Qi Deficiency groups but not other syndrome types. The higher mRNA levels of KRAS, MUC16, EGFR, GRASP65, PIK3CA, MAPK7, CD24, STAT3, SLC11A1, Bcl-2, TXNDC17 and some inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4) are found in Dampness Heat groups but not other syndrome types. Meanwhile, the lower mRNA levels of JNK1, TP53, SOX9, MLH1, MLH3, MSH6, PMS2, KDM5C, SOCS3, PCDH11X, TCF7L2, FAM123B, PSAP, FBXW7 and SALL4 are shown in Dampness Heat groups but not other syndrome types. Compared with Dampness Heat groups, Blood Stasis syndrome shows higher expression of SOX9, MLH1, MSH6, KDM5C, PCDH11X, PSAP and SALL4, and lower mRNA levels of PIK3CA, CD24, STAT3, CXCR4, TXNDC17 and TP53. We also examined the expression of PIK3CA, STAT3, SOX9 and KDM5C by qRT-PCR. As a result, we demonstrate that the Dampness Heat group expresses the highest levels of PIK3CA and STAT3 and the lowest levels of SOX9 and KDM5C (Figure 3B). Therefore, different TCM syndrome showed different mRNA expression level and the higher expression of some oncogenes (KRAS, MUC16, EGFR, GRASP65, PIK3CA, STAT3, Bcl-2, TXNDC17) and pro-inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4) contributed to Dampness Heat syndrome types, which indicated that the molecular basis of Dampness Heat syndrome in CRC might be different from other syndrome types and the CRC patients with Dampness Heat syndrome might have a poor prognosis. Figure 1 Summary analysis of TCM syndrome from annual publications. (A) Deficiency syndrome description; (B) Excessive syndrome description. TCM, Traditional Chinese medicine.
  • 6. ARTICLE Submit a manuscript: https://www.tmrjournals.com/tmr TMR | January 2020 | vol. 5 | no. 1 | 49 doi: 10.12032/TMR20190914135 Table 1 Correlation between clinicpathological background and different traditional Chinese medicine syndromes in 73 cases of CRC patients Different syndromes of CRC Spleen Qi Deficiency (n = 33) Dampness Heat (n = 23) Blood Stasis (n = 17) P-value Gender Male 18 15 10 0.727 Female 15 8 7 Age > 60 15 11 7 0.915 ≤ 60 18 12 10 Smoking No 23 17 14 0.627 Yes 10 6 3 Drinking No 20 13 11 0.871 Yes 13 10 6 High fat diet 0.855 No 11 8 7 Yes 22 15 10 Individual disease history 0.915 No 29 21 15 Yes 4 2 2 Stage III 14 9 6 0.885 IV 19 14 11 CEA > 10 µg/mL 12 16 5 0.016 ≤ 10 µ g/mL 21 7 12 LDH > 300 U/L 6 20 4 < 0.001 ≤ 300 U/L 27 3 13 CRC, colorectal cancer; CEA, carcinoembryonic antigen; LDH, lactate dehydrogenase. P < 0.001 P = 0.314 P = 0.061 Figure 2 Syndrome distribution and prognosis of CRC patients. (A) Clinical distributions of TCM syndrome in CRC; (B) The prognosis of CRC patients with different syndrome types. SQD: Spleen Qi Deficiency; DH: Dampness Heat; BS: Blood Stasis. Discussion TCM is widely used to improve the efficacy of chemotherapy and relieve the clinical symptom of China. In TCM theory, Chinese medicine is prescribed according to syndrome [20]. Syndrome differentiation has been considered to guide the choice of individualized treatment with TCM herbal
  • 7. ARTICLE TMR | January 2020 | vol. 5 | no. 1 | 50 doi: 10.12032/TMR20190914135 Submit a manuscript: https://www.tmrjournals.com/tmr P < 0.001 P < 0.001 P < 0.001 P < 0.001 Figure 3 The molecular basis of TCM syndrome in CRC patients. (A) mRNA expression profiles of blood samples of CRC from the Spleen Qi Deficiency, Dampness Heat, Blood Stasis, and control groups are detected by gene expression array; (B) mRNA expression levels of PIK3CA, STAT3, SOX9 and KDM5C are confirmed by qRT-PCR. a, For PIK3CA, compare with other syndrome, P < 0.001; b, For STAT3, compared with other syndrome, P < 0.001; c, For SOX9, compared with other syndrome, P = 0.001; d, For KDM5C, compared with other syndrome, P < 0.001. formulae since the ancient time of China [21–23]. Therefore, the classical TCM therapeutic principle, “same disease treated by different therapies” or “different diseases treated by same therapy”, is usually adopted in cancer treatments [20]. However, it is difficult to cover the scientific basis of the complexity of syndrome, which limits the widespread application of TCM in the world [6, 24–26]. Therefore, understanding the potential molecular mechanisms underlying syndrome in CRC is urgently needed. It is known that cancer is often influenced by changes from the genes that control the body’s phenotypes and gene expression profiles are tightly correlated with carcinogenesis and cancer development [27–29]. A large number of studies have investigated the relationship between molecular basis and TCM syndromes [30, 31]. Dai, et al. found the existence of TCM syndrome could influence the tumor growth in pancreatic cancer, which might be mediated by the expression of chemokines CCR5/CCL5/CCL4 [6]. Tao, et al. and Hu, et al. showed that serum and plasma biomarkers could be a potential screening tool for the diagnosis and stratification of CRC patients with different syndrome differentiation [32, 33]. Wang and her colleagues identified that the emergence of syndrome conditions before or after tumor occurrence had significant different impacts on pancreatic cancer development. In the further study, they declared that tumor-associated macrophage infiltration and inflammatory cytokines including IL-6, IL-10, and p-STAT3 contributed to these differences [34]. However, the studies about the relationships between CRC syndrome and genetic susceptibility are few. In the present study, we investigated the clinical distribution of TCM syndrome in CRC patients and found Spleen Qi Deficiency, Dampness Heat and Blood Stasis were the most common syndrome types in CRC. Next, we analyzed the clinicopathological characteristics of CRC patients with different TCM syndrome. We showed that the Dampness Heat subtype in CRC had a significantly higher CEA and LDH expression, compared with Spleen Qi Deficiency and Blood Stasis group. However, there was no significant differences among gender proportion, age and tumor stage. In further study, we evaluated the impact of different syndrome types on CRC prognosis and found CRC patients with Dampness Heat syndrome had a poor survival. To further determine the possible
  • 8. ARTICLE Submit a manuscript: https://www.tmrjournals.com/tmr TMR | January 2020 | vol. 5 | no. 1 | 51 doi: 10.12032/TMR20190914135 molecular mechanisms underlying different TCM syndrome, gene expression array was used to detect mRNA expression of blood samples of CRC from the Spleen Qi Deficiency, Heat Dampness, Blood Stasis, and control groups. Interestingly, some oncogenes (KRAS, MUC16, EGFR, GRASP65, PIK3CA, STAT3, Bcl-2, TXNDC17) and inflammatory cytokines (IL-6, IL-23, TNF-a, CXCR4) were found higher expression in Dampness Heat groups but not other syndrome types. EGFR inhibitors were reported to significantly inhibit LPS-induced IL-1β, IL-6, and TNF-α production via NF-κB inactivation [35]. ARID1A and PIK3CA mutations were demonstrated to cooperate to promote tumor growth through sustained IL-6 inflammatory cytokine signaling [36]. Therefore, our results indicated the CRC patients with Dampness Heat syndrome might have a poor prognosis. However, we only examined three blood samples for each syndrome group, large-scale and multicenter collaboration will be necessary in the future. Conclusion Therefore, these results indicated that the gene expression profiling approach could be a potential approach for the diagnosis and stratification of CRC patients with different syndrome differentiation, which was also demonstrated by qRT-PCR. In summary, our results provide insights into the potential utility and prognosis of TCM syndrome and may hopefully improve understanding of the molecular basis of TCM syndrome in CRC. References 1. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2019. CA Cancer J Clin 2019, 69: 7–34. 2. Hong Y, Liew SC, Thean LF, et al. Human colorectal cancer initiation is bidirectional, and cell growth, metabolic genes and transporter genes are early drivers of tumorigenesis. Cancer Lett 2018, 431: 213–218. 3. Yang X, Xu ZJ, Chen X, et al. Clinical value of preoperative methylated septin 9 in Chinese colorectal cancer patients. World J Gastroenterol 2019, 25: 2099–2109. 4. Ling CQ, Yue XQ, Ling C. Three advantages of using traditional Chinese medicine to prevent and treat tumor. J Integr Med 2014, 12: 331–335. 5. McCulloch M, See C, Shu XJ, et al. Astragalus-based Chinese herbs and platinum-based chemotherapy for advanced non-small-cell lung cancer: meta-analysis of randomized trials. J Clin Oncol 2006, 24: 419–430. 6. Dai HY, Wang P, Feng LY, et al. The molecular mechanisms of traditional Chinese medicine ZHENG syndromes on pancreatic tumor growth. Integr Cancer Ther 2010, 9: 291–297. 7. Su SB, Lu A, Li S, et al. Evidence-Based ZHENG: A Traditional Chinese Medicine Syndrome. Evid Based Complement Alternat Med 2012, 2012: 246538. 8. Cheng CW, Kwok AO, Bian ZX, et al. The Quintessence of Traditional Chinese Medicine: Syndrome and Its Distribution among Advanced Cancer Patients with Constipation. Evid Based Complement Alternat Med 2012, 2012: 739642. 9. Hou FG, Cen Y, Guan J, et al. Quantified diagnositic standard for large intestinal cancer of Spleen Qi Deficiency syndrome. J Chin Integr Med 2009, 7: 814–818. (Chinese) 10. Yang L, Li TT, Chu YT, et al. Traditional Chinese medical comprehensive therapy for cancer-related fatigue. Chin J Integr Med 2016, 22: 67–72. 11. Yao W, Yang C, Wen Y, et al. Treatment effects and mechanisms of Yujin Powder on rat model of large intestine Dampness Heat syndrome. J Ethnopharmacol 2017, 202: 265–280. 12. Hsu PC, Huang YC, Chiang JY, et al. The association between arterial stiffness and tongue manifestations of blood stasis in patients with type 2 diabetes. BMC Complement Altern Med 2016, 16: 324. 13. Vasanthkumar T, Hanumanthappa M, Lakshminarayana R. Curcumin and capsaicin modulates LPS induced expression of COX-2, IL-6 and TGF-β in human peripheral blood mononuclear cells. Cytotechnology 2019: 1–14. 14. Sui X, Guo Y, Ni W, et al. Molecular profiling analysis for colorectal cancer patients with Pi-Xu or Shi-Re syndrome. Integr Med Res 2019, 8: 21–25. 15. Eberwine J, Yeh H, Miyashiro K, et al. Analysis of gene expression in single live neurons. Proc Natl Acad Sci U S A 1992, 89: 3010-3014. 16. Wu J, Wang C, Zhu X, Chen J. Sequence analysis of double-strand RNA6 and RNA9 from the fungus Sclerotium hydrophilum. Arch Virol 2017, 162: 2913–2917. 17. Johnson WE, Li C, Rabinovic A. Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics 2007, 8: 118–127. 18. Du P, Kibbe WA, Lin SM. lumi: a pipeline for processing Illumina microarray. Bioinformatics 2008, 24: 1547–1548. 19. Parker HS, Leek JT, Favorov AV, et al. Preserving biological heterogeneity with a permuted surrogate variable analysis for genomics batch correction. Bioinformatics 2014, 30: 2757–2763. 20. Ji Q, Luo YQ, Wang WH, et al. Research advances in traditional Chinese medicine syndromes in cancer patients. J Integr Med 2016, 14: 12–21.
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