Lung cancer is a global health problem, which is also being the leading cause of cancer incidence and mortality. With 2.1 million new lung cancer cases and 1.8 million deaths predicted a year, accounting for nearly one fifth (18.4%) cancer deaths. Non-small cell lung cancer (NSCLC) accounts for more than 80% of all lung cancer. Most NSCLC patients with stages I/II would benefit from surgical resection, which is the only possible way to cure. Nevertheless, close to 70% of patients with locally advanced or metastatic disease at the time of diagnosis, which was the main reason for the low cure rate of NSCLC. Patients with advanced NSCLC who have an excellent performance status (PS) would benefit from chemotherapy, generally with a platinum-based regimen. It can significantly lighten and control the clinical symptoms of patients, prolong overall survival, and improve the quality of life.[4–6] The benefits of improving the quality of life are to promote the acceptance and adherence of chemotherapy among these patients. Vinorelbine plus cisplatin (NP) are one of the first-line treatment of patients with advanced NSCLC, which can prolong the overall survival among patients.[7–9] However, previous studies have demonstrated that patients with NSCLC treated with the NP regimens are often accompanied by severe adverse reactions (ADRs), such as hematologic toxic, fatigue, anorexia, nausea, and vomiting. The intolerable agony causing by the emergence of these ADRs may induce some patients to withdraw from the treatment, which means missing the opportunity to benefit from chemotherapy.
Traditional Chinese medicine (TCM) believes that chemotherapy will attack the “Zhengqi” from the human body, and Yiqi Fuzheng (YQFZ, 1 of the treatment methods of Chinese medicine, means Boosting Qi and inspiring Zheng) Chinese herbal medicine (CHM) can help to improve the bodys weakness. Some researchers have found that combining CHM with platinum-based chemotherapy for advanced NSCLC may enhance the efficacy and reduce the toxicity. For this reason, many CHMs have been widely used to connect with chemotherapy in the treatment of advanced NSCLC to reduce ADRs and enhance efficacy.[10,11] LevistolideA, a main bioactive compound in the CHM Ligusticum chuanxiong Hort, triggers the endoplasmic reticulum stress response and induces apoptosis by activating the reactive oxygen species (ROS)-mediated PERK/eIF2α/CHOP pathway. Furthermore, LevistolideA has been proven to significantly enhanced vincristine-induced G2/M arrest and apoptosis. And it also can reverse P-glycoprotein -mediated multidrug resistance (MDR) in human breast carcinoma Bcap37/MDR1 cells. Schisandra sphenanthera extract has a protective effect against cisplatin-induced nephrotoxicity via activating the Nrf2-mediated defense response, reducing the levels of ROS and increasing levels of glutathione. As a bioactive compound present in Scutellaria, wogonin can selective activating PLCγ1 (a key enzyme involved in Ca2+ signaling) via H2O2 signaling, leading to sustained elevation of cytosolic Ca2+, then resulting in Ca2+ overload and mitochondrial apoptosis sequentially. Hence, it can induce apoptosis of malignant but not normal T cells. Wogonin downregulates antiapoptotic proteins by causing the accumulation of ROS, thereby enhancing the antitumor activity of tumor necrosis factor-related apoptosis-inducing ligand. In recent years, TCM has gradually been recognized worldwide, and it represents a ray of hope for patients with advanced cancer. Moreover, TCM is widely used to improve the side effects of conventional treatments, such as chemotherapy or surgery for cancer.[17,18] Chinese herbal injection (CHI) is the active ingredient extracted and purified from CHM by modern scientific techniques, which is a new type of TCM preparation. The studies have shown that they can improve the objective response rate of tumors, improve PS and decrease chemotherapy toxicity.[19–21]
Currently, most randomized controlled trials (RCTs) are double-arm trials, which emphasize on the comparisons between CHI plus chemotherapy and chemotherapy alone. The existing meta-analyses have indicated that the combination of CHI and chemotherapy can contribute to improving the efficacy and safety of patients with NSCLC, but none of them have investigated the comparative effectiveness of different CHIs. The head-to-head comparison research of different CHIs about their efficacy is relatively lacking. The advantage of network meta-analysis (NMA) is that it can integrate direct and indirect comparisons from clinical trials and summarize the evidence of each intervention for identifying the best treatment strategy based on the rankings of discrete outcomes.[22–24] YQFZ CHIs combined with chemotherapy is increasingly used in China, so it is necessary to explore the effectiveness of different YQFZ CHIs plus the NP regimens. This article aims to compare the efficacy and safety of treating NSCLC between different CHIs with the purpose of strengthening guidance for clinical practice in the future.
2 Materials and methods
The procedure of the current NMA includes establishing the strategy of literature search, setting inclusion and exclusion criteria, completing data extraction, making the quality assessment, and performing statistical analysis, followed by Cochrane criteria and PRISMA Checklist. Ethical approval was not required for this study since the article was conducted based on the data retrieved from previously published RCTs.
2.1 Database and retrieval strategies
The literature up to March 1, 2019 were systematically searched using the PubMed, Embase, the Cochrane Library, Web of Science, the China National Knowledge Infrastructure Database (CNKI), the Wan-fang Database, the VIP Database (VIP), and the China Biology Medicine disc (CBMdisc). The inclusion criteria of the literature were unlimited to the publication year, language and blinding methods. The search term is composed of 3 domains:
- 1. NSCLC,
- 2. CHIs,
- 3. Study type (RCTs).
The search strategy used a combination of subject words and free-text words. The following terms were used for NSCLC: “lung carcinoma,” “carcinoma of the lungs,” “lung cancer,” “non-small cell lung cancer,” “non small cell lung cancer,” “non small cell lung carcinoma,” “non-small cell lung carcinoma,” and “NSCLC.” All investigators work together to develop appropriate retrieval strategies. Supplement Part 1, http://links.lww.com/MD/E312 shows the specific Chinese and English search terms for each CHI, and some of the particular retrieval strategies.
2.2 Inclusion criteria
All RCTs of comparing YQFZ CHIs plus the NP regimen with NP alone for treating NSCLC were considered as eligible research for this NMA. All articles were independently reviewed by 2 investigators (Huiyan Luo, Qian Yan). RCTs that satisfied the following criteria will be included:
- 1. Unrestricted by age, race, gender, region or nationality, age, race, the participants who involved in the study met NSCLC pathological or cytological diagnostic criteria. Besides, patients had no contraindication to chemotherapy and apparent abnormalities in their liver and kidney functions, meanwhile.
- 2. Interventions involved the administration of YQFZ CHIs combined with the NP regimen. The YQFZ CHIs (such as Delisheng, Huangqi, Kangai, Renshenduotang, Shenfu, Shengmai, Shenmai, and Shenqifuzheng injections) has been authorized by the China Food and Drug Administration and applied in clinics for treating tumors.
- 3. This study was compared with NSCLC patients who received chemotherapy only. The YQFZ CHIs plus NP regimens were utilized to treat the CHIs group, while the NP group solely received the NP regimen.
- 4. The study described efficacy outcomes, such as the clinical effectiveness rate and PS. The clinical effectiveness rate was defined as the objective response rate, which is the sum of complete response and partial response. More than 10 points increasing of Karnofsky performance score after completed treatment was considered to be an improvement of PS. Besides, safety outcomes, including leucopenia, nausea and vomiting were evaluated in our study.
- 5. The study was an RCT that compared with the different results of YQFZ CHIs combined with chemotherapy.
2.3 Exclusion criteria
The exclusion criteria were as follows:
- 1. Participants have other primary tumors.
- 2. Interventions include surgery, radiotherapy, immunotherapy, interventional therapy, or other cancer treatment; the NP regimen or YQFZ CHIs were not used.
- 3. Relevant outcomes were not reported.
- 4. Different non-RCT study types were excluded, such as reviews, duplicate publications, pharmacological experiments, case reports, qualitative studies, observational studies, meta-analyses, single-arm trials, editorials, and letters.
2.4 Data extraction and quality assessment
All potential articles were managed via EndNote software. After removing duplicate records, 2 researchers (Huiyan Luo, Qian Yan) independently screened the initial search results that might qualify. Then retrieve all identified articles and extract the following data using Microsoft Excel:
- 1. Publication date, title, the name of the first author, the publication year, and literature sources.
- 2. Characteristics of the enrolled patients with NSCLC: number, age, gender, intervention, Karnofsky performance score before treatment and stage of cancer.
- 3. Information on the intervention: the drug, dosage, duration, and treatment cycle.
- 4. Outcomes: the measured data on the objective response rate and PS outcomes.
These outcomes were calculated using the following formula: the objective response rate = (number of complete response patients + number of partial response patients)/ total number of patients × 100%). The improvement of PS was deemed to be an increase in the Karnofsky performance score of more than 10 points after completed treatment. The safety outcomes were the ADRs, involving leucopenia, nausea and vomiting. The criterion of ADRs met the requirements of the toxicity criteria of chemotherapy drugs issued by WHO in 1981. ADRs = (number of patients occurred ADRs)/ total number of patients × 100%. (5) Description of studying design: blinding, randomized allocation methods, and other items for assessing the risk of bias assessment.
The bias risk assessment was independently completed by 2 investigators (Huiyan Luo and Qian Yan) using Review Manager (Rev Man, version 5.3) statistical software based on the criteria of the Cochrane Risk of Bias Tool (Cochrane Handbook for Systematic Reviews of Interventions, version 5.1.0).[28,29] When there is a discrepancy, it is resolved through negotiation or by the third investigator (Wenjiang Zheng). The quality assessment of the included RCTs focused on the following essential information: selection bias (random sequence generation and allocation concealment), performance bias (blinding of participants and personnel), detection bias (blinding of outcome assessment), attrition bias (incomplete outcome data), reporting bias (selective reporting) and other bias. According to content provided by the publication, each domain was judged as having a low, unclear or high risk of bias. Additional information, such as randomized methods, inclusion and exclusion criteria, follow-up, reasons for withdrawal and statistical methods, was used to the quality evaluation in each RCT.
2.5 Statistical analysis
We expressed the efficacy and safety outcomes measures as odds ratios with 95% confidence intervals (CIs). When the 95% CIs do not include 1, it means that the difference between the comparison groups was significant. According to the within-study and between-study methodological, the random-effects model of NMA was selected.[30,31] Moreover, since there is no loop connecting the 3 arms in our study, it is no need to evaluate the inconsistency between direct and indirect comparisons. Additionally, all calculations and graphs were conducted by Stata 14.0 software. The relationship between the different treatments was described as a network map.[33–35] The thickness of the lines in the network map was proportional to the number of trials, and the size of the node reflects the total sample sizes. Meanwhile, the areas under the cumulative ranking curve (SUCRA) are used to rank the outcomes of different CHIs. Moreover, the larger area under SUCRA means the better effect of the treatment. The SUCRA values of 100% and 0% assigned to the best and the worst treatments, respectively.[36,37] Besides, the potential of publication bias was graphically accessed via a comparison-adjusted funnel plot. Furthermore, cluster analysis was conducted for choosing the optimal YQFZ CHIs, considering both the efficacy and safety of each intervention simultaneously.
3.1 Literature search and study characteristics
Initially, we used the above-described search strategy to obtain 4775 citations from electronic databases. After deleting duplicates articles with EndNote X9, 771 studies remained. Next, screening titles and abstracts to remove the irrelevant items and reading the full text to remove articles that did not meet the inclusion criteria. Eventually, the 88 RCTs involving 8 YQFZ CHIs met our selection criteria. The study identification, screening, and inclusive process were illustrated in the Study flow diagram. The number of studies included for different CHIs was as follows: Shenqifuzheng injection (30 trials), Kangai injection (22 trials), Shenmai injection (13 trials), Shenfu injection (9 trials), Shengmai injection (7 trials), Delisheng injection (3 trials), Huangqi injection (2 trials) and Renshenduotang injection (2 trials).
Table 1 summarizes the baseline characteristics of each RCT included. Overall, the present NMA involved 6695 NSCLC patients from 88 RCTs. In the experimental group, 3394 patients received a combination of YQFZ CHIs plus NP regimens, while 3301 patients received only the NP regimen in the control group. The sample size of patients was reported in all RCTs, of which 85 trials (96.59%), 83 trials (94.32%), 76 trials (86.36%), and 68 trials (77.27%) provided information on gender, the age, TNM stages and Karnofsky performance score before treatment, respectively. There was no significant difference in patient's characteristics between the different treatment groups. Figure 1 depicts a network map of the interventions included in the the network-meta analysis.
We rigorously assessed the methodological quality of the included RCTs under the guidance of the Cochrane risk of bias tool. Although randomization was adopted in all trials, only 27 RCTs provided the details of information on the random grouping method. 23 RCTs used a random number table, so these trials were rated low risk (26.14%). 3 RCTs used the difference of hospital time for randomization, and 3 RCTs used the methods of treatment to group, which were rated as high risk (6.82%). The risk of remaining RCTs is considered unclear (67.04%). Regarding allocation concealment, 23 RCTs used a random number table, so it was rated as high risk (26.14%); 1 RCT used an envelopes method that without providing the details information was rated as unclear. All RCTs identified the inclusion and exclusion criteria for NSCLC patients, whereas none of them described the impact of blinding. Data reported from 1 RCT was incomplete, so the trial was rated as a high risk of attrition bias (1.14%). None of the included RCTs explicitly showed reporting bias in terms of selective reporting. For other biases, the included trials did not provide the messages. Therefore, they are regarded as unclear in this domain. The risk of bias assessment was completed by 2 independent reviewers (Huiyan Luo, Qian Yan), and the third reviewer (Wenjiang Zheng) resolved the conflicts. In general, the overall quality of the studies in this review can be considered moderate. A summary of the risk of bias for each contained in RCT is shown in Figure 2.
3.2.1 Efficacy outcomes
In total, 63 RCTs with 7 types of CHIs contributed to the evidence network of the clinical effectiveness rate. According to the results of NMA illustrated in Table 2, Kangai + NP regimen, Shenqifuzheng + NP regimen, Shenfu + NP regimen and Shenmai + NP regimen were better than the NP regimen alone in terms of the clinical effectiveness rate. These results were statistically significant, ORs and 95% CIs were 1.33 (1.07,1.66), 0.69 (0.56,0.84), 0.64 (0.45,0.91) and 0.57 (0.42,0.79) respectively. Nevertheless, the differences between different CHIs were not statistically significant. According to the calculated probabilities of Figure 3A and Table 4, Shenmai (84.7%), Shenfu (70.0%), and Shenqifuzheng (61.6%) yielded higher probabilities of improving clinical effectiveness rate among CHIs groups. The ranks of the examined CHIs, based on the clinical effectiveness rate calculating from SUCRA, were shown as follows: Shenmai > Shenfu > Shenqifuzheng > Kangai > Delisheng > Shengmai > Huangqi.
A total of 41 RCTs, including 8 types of CHIs, reported PS information. The results demonstrated that receiving Renshenduotang + NP regimen, Shengmai + NP regimen, Shenfu + NP regimen, Shenmai + NP regimen, Shenqifuzheng + NP regimen, Kangai + NP regimen and Delisheng + NP regimen were associated with a substantial improvement in PS versus receiving the NP regimen alone; these between-group differences were statistically significant, with ORs and 95% CIs of 3.90 (1.06, 14.35), 3.49 (1.41, 8.68), 3.16 (1.42, 7.06), 3.09 (1.28, 7.44), 2.74 (1.91, 3.93), 0.38 (0.26,0.56), and 0.24 (0.10, 0.56), respectively (Table 2). According to the calculated probabilities, Delisheng (74.3%), Renshenduotang (66.2%), and Shengmai (62.8%) seemed to be the optimal choices for improving PS (Fig. 3B and Table 4). Based on SUCRA from the calculated probabilities of PS, the examined CHIs were ranked as follows: Delisheng > Renshenduotang > Shengmai > Shenfu > Shenmai > Shenqifuzheng > Kangai > Huangqi. The SUCRA values of each CHIs group of outcomes are listed in Table 4.
3.2.2 Safety outcome
The data on leucopenia were available for 56 RCTs involving 8 types of CHIs. The results indicated a favorable trend of relieving leucopenia when Shenqifuzheng + NP regimen, Shenmai + NP regimen, Shengmai + NP regimen, Shenfu + NP regimen, Kangai + NP regimen and Delisheng + NP regimen were applied. The ORs and 95% CIs were 0.30 (0.22,0.42), 0.50 (0.31,0.82), 0.30 (0.14,0.65), 0.27 (0.15,0.50), 2.47 (1.78,3.44), and 3.35 (1.59,7.06) respectively (Table 3). The calculated probabilities demonstrated in Figure 3C and Table 4, Shenfu (79.4%), Shenqifuzheng (74.4%), and Shengmai (71.9%) seemed to better than other injections in relieving leucopenia. According to the SUCRA from the calculated probabilities for the leucopenia (Table 4), the examined CHIs were ranked as follows: Shenfu > Shenqifuzheng > Shengmai > Delisheng > Kangai > Huangqi > Shenmai > Renshenduotang.
The study including 32 RCTs, involving 6 types of CHIs provided sufficient information for nausea and vomiting: Shenqifuzheng + NP regimen, Shenmai + NP regimen, Shengmai + NP regimen, and Kangai + NP regimen were associated with a substantially relieving nausea and vomiting compared the NP regimen alone. And their ORs and 95% CIs were 3.20 (2.11, 4.86), 2.39 (1.27, 4.49), 3.01 (1.07, 8.45), and 0.47 (0.28, 0.79), respectively (Table 3). Figure 3D and Table 4 showed the calculated probabilities, Shenqifuzheng (78.4%), Shengmai (68.6%) and Shenmai (55.1%) are superior in relieving nausea and vomiting compared with other injections. Under the SUCRA from the calculated probabilities (Table 4), the examined CHIs were ranked as follows: Shenqifuzheng > Shengmai > Shenmai > Renshenduotang > Kangai > Shenfu.
3.3 Publication bias
As depicted in Figure 4, the publication bias of the included trials regarding the clinical effectiveness rate (A), PS (B), leukopenia (C), nausea and vomiting (D) were measured by funnel plots. The results illustrated that there might be potential publication bias among included RCTs. Since the visual asymmetrical funnel plot suggested the possibility of publication bias, which might influence the accuracy of the pooling result.
3.4 Cluster analysis
To estimate the optimal YQFZ CHIs combined with the efficacy and safety, we performed a cluster analysis for RCTs and described the details of the results simultaneously. The plot is based on SUCRA values of CHI groups, and each color represents a group of treatments. The groups of the upper right corner indicate superior to other CHIs in efficacy and safety. The cluster analysis demonstrated that Delisheng, Shenfu, and Shenmai injections have better therapeutic effects in the efficacy outcomes (Fig. 5A). Regarding the safety outcomes, the cluster analysis revealed that Shenqifuzheng, Shengmai and Shenfu injections might be the acceptable options for relieving ADRs (Fig. 5B). In contrast, only the NP regimen had the worst overall rank of the current result (Fig. 5A and B).
In summary, the NMA results show that Shenfu injection combined with the NP regimen seems to be the best choice for NSCLC patients in terms of efficacy and safety. However, Shenfu, Shenqifuzheng and Shenmai injection also can improve the clinical effects compared with the NP regimen alone. From the aspect of PS, the NP regimen combined with Delisheng, Renshenduotang and Shengmai injection are superior choices. Plus Shenfu, Shenqifuzheng, and Shengmai injections are preferable to receiving NP regimens alone in the field of relieving leukopenia. Besides, combine with Shenqifuzheng, Shengmai, and Shenmai injections can alleviate nausea and vomiting better than the NP regimen alone. Statistically significant differences were observed between these groups. Consider both efficacy and safety aspects, Shenfu injection is the better choice.
Chemotherapy is usually the first-choice treatment option for advanced and metastatic NSCLC patients. As one of the first-line treatments, the NP regimen can alleviate symptoms and improves the quality of life.[7–9,39] However, the symptoms of hematologic toxic, fatigue, nausea, anorexia, and vomiting caused by chemotherapy are inevitable until now. Prolonging survival times and improving tumor-related symptoms are the primary targets of palliative chemotherapy for advanced NSCLC patients. Research has shown that CHM has significant advantages in inhibiting tumor progression, enhancing the anti-tumor effects of chemotherapeutics, reducing toxic, and ADRs, improving hematopoietic function and enhancing immune system function of the organism.[40,41]
The active ingredients of Shenfu injection are mainly ginsenoside, aconitine and ginseng polysaccharide. Aconitine upregulates the expression of proapoptotic factors, such as Bax, cl-caspase-3, cl-caspase-9, cleaved poly(ADP-ribose) polymerase 1, and decreasing the anti-apoptotic Bcl-2 expression to induce pancreatic cancer cells apoptosis. Shenmai injection is widely used for the treatment of coronary heart disease and tumors, which was mainly made of Red Ginseng and Radix Ophiopogonis.[43–45] Ginseng saponins, a major component of Shenmai injection, many studies have found that it works synergistically with chemotherapeutic drugs through a variety of cancer signaling pathways, such as NF-κB, JNK, MAPK/ERK, p53, among others.[46,47] Ginsenoside enhances the chemosensitivity of tumor tissue to cisplatin by reducing the basal level of HO-1/NQO-1 and nuclear Nrf2, thereby exerting antitumor activity. Besides, it can scavenge cisplatin-induced intracellular ROS damage to protect and kidney and liver. Delisheng injection, composed of ginseng, milk vetch root, secretion bufonis, and Cantharidium, usually used to combine with chemotherapy for cancer. Evidence revealed that DeliSheng might inhibit cell invasion and migration through the NF-κB pathway. Regarding Shenqifuzheng injection, the primary consisted of astragalus and codonopsis, ordinarily used to improve immune function against chronic diseases. Animal experimental results showed that Shenqifuzheng injection could increase the spleen index of nude mice induced by cyclophosphamide, promote recovery of peripheral white blood cells and marrow cells, enhanced T cell, and B cell proliferation responses, increase the activity of splenic natural killer cells and peritoneal macrophages, and restored the level of interleukin-2 in the serum. Therefore, it showed that Shenqifuzheng injection could accelerate the recovery of immunosuppression. Moreover, multiple ingredients of flavonoids (a component of Shenqifuzheng injection) have been discovered to reverse the MDR of tumor cells. Kangai injection, a typical anticancer injection of TCM, mainly composed of ginseng, astragali radix, and matrine. A variety of active ingredients of Kangai injection have anticancer activity, such as ginsenoside, astragaloside, matrine, oxymatrine. The study showed that matrine might inhibit the migration and invasion of NSCLC cells by block PAX2 expression to interfere with the epithelial-mesenchymal transition signaling pathway. Astragaloside could induce apoptosis of cancer cells through triggering DNA fracture and chromatin condensation. What is more, it also could down-regulate regulatory T cells and up-regulate cytotoxic T lymphocytes to interfere with T-cell immunity. And blocking Indoleamine 2,3-dioxygenase induction to inhibit the progression of lung cancer.
In recent years, with the recognition of evidence-based medicine, systematic reviews and meta-analysis have been widely accepted and used to guide clinical practice. At present, many pieces of research are focused on the CHIs combined with chemotherapy for treating NSCLC, there are rare reports combined with specific chemotherapy regimens. By contrast, the strengths of the moment study include the comprehensive coverage of the current and latest research findings. Furthermore, a single NP regimen was evaluated in our study to avoid potential interference caused by the different chemotherapeutic drugs in clinics. Above all, we rigorously established inclusion and exclusion criteria through a potential RCTs selection process, used reliable Bayesian NMA statistical methods to evaluate different outcomes meanwhile. The efficacy outcomes in the present study involved the clinical effectiveness rate and PS, and safety outcomes referred to leucopenia, nausea, and vomiting. The size of SUCRA was used to identify the optimal treatment for each result, and the cluster analysis was used to estimate the superior CHIs in terms of efficacy and safety.
Several limitations of the current NMA should be attention. Firstly, although the current NMA has addressed this limitation to a certain extent, there was a lack of head-to-head comparisons of different CHIs. It is necessary to draw more head-to-head comparisons between different types of CHIs to obtain more reliable conclusions. Secondly, the endpoint outcomes, such as overall survival and progression-free survival, play a crucial role in identifying and judging the therapeutic effects of cancer patients, while the majority of the included trials did not report long-term endpoint outcomes. Hence, clinical trials of tumors patients should focus on more meaningful endpoints. Thirdly, all selected trials are published in Chinese journals, only partially listed in the international databases, which reduces the universality of the results. Another apparent limitation of the present research contains the methodological quality of the RCTs. More details of the randomized method, allocation concealment and blind methods should be provided in future studies, because the methodological quality of RCTs is closely associated with the credibility of the assessments in the systematic reviews. For this reason, we suggest that clinical trials should pay attention to improving the quality of methodologies to promote the rational use of CHIs. Finally, in the original literature, although the historical types of each article were mentioned in the baseline data, the therapeutic effect of each subtype of NSCLC in the result were not analyzed. So, we cannot determine which subtype of NSCLC is more effective in combination with CHI plus NP regimen due to the limitation of original data. We advised that we should pay more considerable attention to exploring which historical type of NSCLC is more effective in the combination of CHI plus NP regimen, which will promote the scientific clinical decision making. Given the limited quality and quantity of the included studies, more rigorous RCTs are needed to verify the beneficial role of CHIs combined with chemotherapy in NSCLC patients. Despite the above limitations, our NMA provided a complete evaluation of the efficacy and safety of different YQFZ CHIs for NSCLC patients combined with the NP regimen.
In conclusion, the current evidence recommends that the combination of Shenfu injection with NP regimen is the most preferable and beneficial option for NSCLC patients in terms of efficacy and safety. Nevertheless, the results from multi-center trials and high-quality research are critical to support our findings.
Huiyan Luo and Wenjiang Zheng contributed equally to this work and should be regarded as co-first authors.
Conceptualization: Xiongwen Wang, Huiyan Luo and Qian Yan.
Data curation: Huiyan Luo, Wenjiang Zheng and Qian Yan.
Formal analysis: Huiyan Luo, Qian Yan, Wenjiang Zheng.
Funding acquisition: Huiyan Luo, Wenjiang Zheng, Xinqian Yang.
Investigation: Qian Yan, Baoqian Ye, Shicong Deng.
Methodology: Wenjiang Zheng, Qian Yan, Fan He.
Project administration: Huiyan Luo.
Resources: Huiyan Luo, Wenjiang Zheng.
Software: Boqing Wang.
Supervision: Huiyan Luo, Wenjiang Zheng, Qian Yan, Xiongwen Wang.
Validation: Xiongwen Wang, Huiyan Luo, Wenjiang Zheng, Qian Yan.
. Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA 2018;68:394–424.
. Travis WD, Brambilla E, Nicholson AG, et al. The 2015 world health organization classification of lung tumors: impact of genetic, clinical and radiologic advances since the 2004 classification. J Thorac Oncol 2015;10:1243–60.
. Molina JR, Yang P, Cassivi SD, et al. Non-small cell lung cancer
: epidemiology, risk factors, treatment, and survivorship. Mayo Clin Proc 2008;83:584–94.
. Chemotherapy in addition to supportive care improves survival in advanced non-small-cell lung cancer: a systematic review and meta-analysis of individual patient data from 16 randomized controlled trials
. J Clin Oncol 2008;26:4617–25.
. Azzoli CG, Baker S Jr, Temin S, et al. American society of clinical oncology clinical practice guideline update on chemotherapy for stage iv non-small-cell lung cancer. J Clin Oncol 2009;27:6251–66.
. Souquet PJ, Chauvin F, Boissel JP, et al. Polychemotherapy in advanced non small cell lung cancer: a meta-analysis. Lancet 1993;342:19–21.
. Arriagada R, Bergman B, Dunant A, et al. Cisplatin-based adjuvant chemotherapy in patients with completely resected non-small-cell lung cancer. N Engl J Med 2004;350:351–60.
. Douillard JY, Rosell R, De Lena M, et al. Adjuvant vinorelbine plus cisplatin versus observation in patients with completely resected stage IB-IIIA non-small-cell lung cancer (Adjuvant Navelbine International Trialist Association [ANITA]): a randomised controlled trial. Lancet Oncol 2006;7:719–27.
. Winton T, Livingston R, Johnson D, et al. Vinorelbine plus cisplatin vs. observation in resected non-small-cell lung cancer. N Engl J Med 2005;352:2589–97.
. 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;24:419–30.
. Shen S, Jiang S. Chinese herbal medicines of supplementing Qi and nourishing Yin combined with chemotherapy for non-small cell lung cancer
: A meta-analysis and systematic review. J Cell Biochem 2019;120:8841–8.
. Yang Y, Zhang Y, Wang L, et al. Levistolide a induces apoptosis via ros-mediated er stress pathway in colon cancer cells. Cell Physiol Biochem 2017;42:929–38.
. Chen F, Wang T, Wang J, et al. Levistolide A overcomes P-glycoprotein-mediated drug resistance in human breast carcinoma cells. Acta Pharmacol Sin 2008;29:458–64.
. Jin J, Li M, Zhao Z, et al. Protective effect of Wuzhi tablet (Schisandra sphenanthera extract) against cisplatin-induced nephrotoxicity via Nrf2-mediated defense response. Phytomedicine 2015;22:528–35.
. Baumann S, Fas SC, Giaisi M, et al. Wogonin preferentially kills malignant lymphocytes and suppresses T-cell tumor growth by inducing PLCgamma1- and Ca2 + -dependent apoptosis. Blood 2008;111:2354–63.
. Yang L, Wang Q, Li D, et al. Wogonin enhances antitumor activity of tumor necrosis factor-related apoptosis-inducing ligand in vivo through ROS-mediated downregulation of cFLIPL and IAP proteins. ApoptosisV 18 2013;618–26. [published Online First: Epub Date].
. Pan CX, Morrison RS, Ness J, et al. Complementary and alternative medicine in the management of pain, dyspnea, and nausea and vomiting near the end of life. A systematic review. J Pain Symptom Manage 2000;20:374–87.
. Qi F, Zhao L, Zhou A, et al. The advantages of using traditional Chinese medicine as an adjunctive therapy in the whole course of cancer treatment instead of only terminal stage of cancer. Biosci Trends 2015;9:16–34.
. Dong J, Su SY, Wang MY, et al. Shenqi fuzheng, an injection concocted from Chinese medicinal herbs, combined with platinum-based chemotherapy for advanced non-small cell lung cancer
: a systematic review. J Exp Clin Cancer Res 2010;29:137.
. Xiao Z, Wang C, Zhou M, et al. Clinical efficacy and safety of Aidi injection plus paclitaxel-based chemotherapy for advanced non-small cell lung cancer
: A meta-analysis of 31 randomized controlled trials
following the PRISMA guidelines. J Ethnopharmacol 2019;228:110–22.
. Zhang D, Wu J, Duan X, et al. Network meta-analysis
of Chinese herbal injections
plus the FOLFOX regimen for the treatment of colorectal cancer in China. Integr Cancer Ther 2019;18: 1534735419827098. doi: 10.1177/1534735419827098.
. Laws A, Tao R, Wang S, et al. A comparison of national guidelines for network meta-analysis
. Value Health 2019;22:1178–86.
. Salanti G, Del Giovane C, Chaimani A, et al. Evaluating the quality of evidence from a network meta-analysis
. PloS one 2014;9:e99682.
. Zhang J, Carlin BP, Neaton JD, et al. Network meta-analysis
of randomized clinical trials: reporting the proper summaries. Clin Trials 2014;11:246–62.
. Liberati A, Altman DG, Tetzlaff J, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration. BMJ 2009;339:b2700.
. Cao A, He H, Wang Q, et al. Evidence of Astragalus injection combined platinum-based chemotherapy in advanced nonsmall cell lung cancer patients: A systematic review and meta-analysis. Medicine 2019;98:e14798.
. Yates JW, Chalmer B, McKegney FP. Evaluation of patients with advanced cancer using the Karnofsky performance status. Cancer 1980;45:2220–4. 45:8 < 2220::aid-cncr2820450835 > 3.0.co;2-q[published Online First: Epub Date].
. Higgins JP, Altman DG, Gotzsche PC, et al. The Cochrane Collaboration's tool for assessing risk of bias in randomised trials. BMJ 2011;343:d5928.
. Moher D, Hopewell S, Schulz KF, et al. CONSORT 2010 explanation and elaboration: updated guidelines for reporting parallel group randomised trials. BMJ 2010;340:c869.
. Chan JS. Bayesian informative dropout model for longitudinal binary data with random effects using conditional and joint modeling approaches. Biom J 2016;58:549–69.
. Jackson D, Turner R, Rhodes K, et al. Methods for calculating confidence and credible intervals for the residual between-study variance in random effects meta-regression models. BMC Med Res Methodol 2014;14:103.
. Salanti G, Higgins JP, Ades AE, et al. Evaluation of networks of randomized trials. Stat Methods Med Res 2008;17:279–301.
. Chaimani A, Higgins JP, Mavridis D, et al. Graphical tools for network meta-analysis
in STATA. PLoS One 2013;8:e76654.
. Mills EJ, Thorlund K, Ioannidis JP. Demystifying trial networks and network meta-analysis
. BMJ 2013;346:f2914.
. Shim S, Yoon BH, Shin IS, et al. Network meta-analysis
: application and practice using Stata. Epidemiol Health 2017;39:e2017047.
. Cope S, Jansen JP. Quantitative summaries of treatment effect estimates obtained with network meta-analysis
of survival curves to inform decision-making. BMC Med Res Methodol 2013;13:147.
. Rucker G, Schwarzer G. Ranking treatments in frequentist network meta-analysis
works without resampling methods. BMC Med Res Methodol 2015;15:58.
. Trinquart L, Chatellier G, Ravaud P. Adjustment for reporting bias in network meta-analysis
of antidepressant trials. BMC Med Res Methodol 2012;12:150.
. Georgoulias V, Ardavanis A, Tsiafaki X, et al. Vinorelbine plus cisplatin versus docetaxel plus gemcitabine in advanced non-small-cell lung cancer: a phase III randomized trial. J Clin Oncol 2005;23:2937–45.
. Nie J, Zhao C, Deng LI, et al. Efficacy of traditional Chinese medicine in treating cancer. Biomed Rep 2016;4:3–14.
. Qi F, Li A, Inagaki Y, et al. Chinese herbal medicines as adjuvant treatment during chemo- or radio-therapy for cancer. Biosci Trends 2010;4:297–307.
. Ji BL, Xia LP, Zhou FX, et al. Aconitine induces cell apoptosis in human pancreatic cancer via NF-kappaB signaling pathway. Eur Rev Med Pharmacol Sci 2016;20:4955–64.
. Chen YZ, Li ZD, Gao F, et al. Effects of combined Chinese drugs and chemotherapy in treating advanced non-small cell lung cancer
. Chin J Integr Med 2009;15:415–9.
. Liu WY, Zhang JW, Yao XQ, et al. Shenmai injection enhances the cytotoxicity of chemotherapeutic drugs against colorectal cancers via improving their subcellular distribution. Acta Pharmacol Sin 2017;38:264–76.
. Zhu WR, Zheng L, Guo YB, et al. Clinical research of intraperitoneal chemotherapy plus Shenmai Injection in treating advanced colorectal cancer. Zhong Xi Yi Jie He Xue Bao 2005;3:266–9.
. Gao JL, Lv GY, He BC, et al. Ginseng saponin metabolite 20(S)-protopanaxadiol inhibits tumor growth by targeting multiple cancer signaling pathways. Oncol Rep 2013;30:292–8.
. Zhang F, Li M, Wu X, et al. 20(S)-ginsenoside Rg3 promotes senescence and apoptosis in gallbladder cancer cells via the p53 pathway. Drug Des Devel Ther 2015;9:3969–87.
. Lee CK, Park KK, Chung AS, et al. Ginsenoside Rg3 enhances the chemosensitivity of tumors to cisplatin by reducing the basal level of nuclear factor erythroid 2-related factor 2-mediated heme oxygenase-1/NAD(P)H quinone oxidoreductase-1 and prevents normal tissue damage by scavenging cisplatin-induced intracellular reactive oxygen species. Food Chem Toxicol 2012;50:2565–74.
. Dong XL, Gong Y, Chen ZZ, et al. Delisheng Injection (), a Chinese medicinal compound, enhanced the effect of cis-platinum on lung carcinoma cell line PGCL3. Chin J Integr Med 2014;20:286–91.
. Wang J, Tong X, Li P, et al. Immuno-enhancement effects of Shenqi Fuzheng Injection on cyclophosphamide-induced immunosuppression in Balb/c mice. J Ethnopharmacol 2012;139:788–95.
. Mavel S, Dikic B, Palakas S, et al. Synthesis and biological evaluation of a series of flavone derivatives as potential radioligands for imaging the multidrug resistance-associated protein 1 (ABCC1/MRP1). Bioorg Med Chem 2006;14:1599–607.
. Huang S, Peng W, Mao D, et al. Kangai injection, a traditional chinese medicine, improves efficacy and reduces toxicity of chemotherapy in advanced colorectal cancer patients: a systematic review and meta-analysis. Evid Based Complement Alternat Med 2019;2019:8423037.
. Yang J, He D, Peng Y, et al. Matrine suppresses the migration and invasion of NSCLC cells by inhibiting PAX2-induced epithelial-mesenchymal transition. Onco Targets Ther 2017;10:5209–17.
. Tin MM, Cho CH, Chan K, et al. Astragalus saponins induce growth inhibition and apoptosis in human colon cancer cells and tumor xenograft. Carcinogenesis 2007;28:1347–55.
. Zhang A, Zheng Y, Que Z, et al. inhibits progression of lung cancer by mediating immune function of Tregs and CTLs by interfering with IDO. J Cancer Res Clin Oncol 2014;140:1883–90.
. Gopalakrishnan S, Ganeshkumar P. Systematic reviews and meta-analysis: understanding the best evidence in primary healthcare. J Family Med Prim Care 2013;2:9–14.