| Literature DB >> 34256418 |
Fei Jiang1,2, Nana Xu1,3, Yanxi Zhou4, Jinxing Song1, Jinjuan Liu1, Hong Zhu5, Jihong Jiang1, Yonghong Xu1, Rongpeng Li1.
Abstract
This study provides current evidence for efficacy and safety of treating COVID-19 with combined traditional Chinese medicine (TCM) and conventional western medicine (CWM). Six databases were searched from January 1 to December 31, 2020. Randomized controlled trials (RCTs), case-control studies (CCTs), and cohort studies on TCM or TCM combined with CWM treatment for COVID-19 were included. The quality of included RCTs was assessed by Cochrane risk of bias tool, and the Newcastle-Ottawa Scale (NOS) was used to assess the quality of cohort studies and CCTs. Review Manager 5.4 software was used to perform meta-analysis. The quality of evidence was assessed using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. A total of 35 studies (3,808 patients) composing 19 RCTs and 16 observational studies were included. The results of meta-analysis revealed that comparing with CWM alone, integrated TCM and CWM had significant improvement in total effective rate, improvement rate of chest CT, the rate of disease progression, as well as improvement of fever, fatigue and cough. The overall quality of evidence was very low to moderate. In conclusion, TCM combined with CWM was a potential treatment option for increasing clinical effective rate, improving the clinical symptoms, and preventing disease progression in COVID-19 patients. High-quality clinical trials are required in the further.Entities:
Keywords: COVID-19; integrative medicine; meta-analysis; systematic review; traditional Chinese medicine
Mesh:
Substances:
Year: 2021 PMID: 34256418 PMCID: PMC8441775 DOI: 10.1002/ptr.7209
Source DB: PubMed Journal: Phytother Res ISSN: 0951-418X Impact factor: 6.388
FIGURE 1Flow diagram of study screening
Basic characteristic of included literatures on the treatment of COVID‐19 with integrated Traditional Chinese and Western medicine
| First author | Time of publish ion | Type of study | Severity of disease (no.) | Sample size | Sex ratio (male/female) | Mean age(y) | Intervention characteristics | Duration (days) | Outcome measures | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Intervention | Control | Intervention | Control | Intervention | Control | Intervention | Control | ||||||
| Ding XJ 2020 | May, 2020 | RCT | Mild (21), Ordinary (70), Severe and Critical (9) | 51 | 49 | 39/12 | 39/10 | 54.7 ± 21.3 | 50.8 ± 23.5 | Qingfei Touxie Fuzheng recipe (150 ml, bid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 10 | (2)(4)(6)(9) |
| Duan C 2020 | Mar 24, 2020 | RCT | Mild (123) | 82 | 41 | 39/43 | 23/18 | 51.99 ± 13.88 | 50.29 ± 13.17 | Jinhua Qinggan granule (10 g, tid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 5 | (2)(3)(4)(7)(8) |
| Fu XX 2020a | Jun, 2020 | RCT | Mild (5), Ordinary (60) | 32 | 33 | 17/15 | 19/14 | 43. 26 ± 7. 15 | 43. 68 ± 6. 45 | Toujie Quwen granules+C | Antiviral therapy (abidol 0.2 g, tid), antibacterial therapy (Moxifloxacin hydrochloride 0.4 g, qd), supportive therapy (ambroxol hydrochloride 30 mg, tid), | 10 | (1)(6)(7)(8)(9) |
| Fu XX 2020b | May, 2020 | RCT | Ordinary (73) | 37 | 36 | 19/18 | 19/17 | 45.26 ± 7.25 | 44.68 ± 7.45 | Toujie Quwen granules+C | Antiviral therapy (arbidol tablets 0.2 g, tid), supportive therapy (ambroxol tablets 30 mg, tid) | 15 | (1)(7)(8)(9) |
| Hu K 2020 | May 8, 2020 | RCT | ‐ | 142 | 142 | 79/63 | 71/71 | 50.4 ± 15.2 | 51.8 ± 14.8 | Lianhua Qingwen capsule (4 capsules tid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 14 | (1)(2)(3)(4)(5)(6)(7)(8) |
| Li YD 2020 | May, 2020 | RCT | Severe (12) | 6 | 6 | 4/2 | 3/3 | 52. 00 ± 6. 56 | 50. 00 ± 10. 00 | Qingfei Paidu decoction+C | Antiviral therapy, antibacterial therapy, supportive therapy. | 6 | (1)(5)(6)(8)(9) |
| Liao GR 2020 | Jun, 2020 | RCT | ‐ | 35 | 35 | 20/15 | 18/17 | 65.25 ± 7.42 | 67.16±8.64 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (2)(3)(4)(8) |
| Pan GT 2020 | Apr, 2020 | RCT | Severe and Critical (40) | 26 | 14 | 14/12 | 8/6 | 57.31 ± 9.88 | 64.01 ± 16.00 | Chinese herbal medicine+C | Antiviral therapy (abidol), antibacterial therapy (moxifloxacin, levofloxacin, cephalosporins, meropenem), supportive therapy (asmeton, ambroxol, acetyl cysteamine acid, gamma globulin, methylprednisolone) | 7 | (1)(5)(6)(9) |
| Qiu M 2020 | May 7, 2020 | RCT | Ordinary (50) | 25 | 25 | 13/12 | 14/11 | 53.35 ± 18.35 | 51.32 ± 14.62 | Maxing Xuanfei Jiedu decoction (150 ml, tid) + C | Antiviral therapy (α‐interferon 50 μg bid, lopinavir/ritonavir 400 and 100 mg bid), supportive therapy. | 10 | (1)(2)(4)(6)(7) |
| Sun HM 2020 | Jul, 2020 | RCT | Ordinary (57) | 32 | 25 | 17/15 | 11/14 | 45.4 ± 14.10 | 42.0 ± 11.70 | Lianhua Qingke granule (50 mg, tid) + C | Antibacterial therapy (α‐interferon 50 μg bid, lopinavir/ritonavir 400 and 100 mg bid), supportive therapy. | 14 | (2)(3)(4)(6)(7) |
| Wang JB 2020 | Jun 26, 2020 | RCT | ‐ | 24 | 23 | 14/10 | 12/11 | 46.8 ± 14.4 | 51.4 ± 17.6 | Keguan‐1 (19.4 g bid) + C | Antibacterial therapy (α‐interferon 50 μg bid, lopinavir/ritonavir 400 and 100 mg bid). | 14 | (2)(5)(8) |
| Wang YL 2020 | Mar 23, 2020 | RCT | Ordinary (20) | 10 | 10 | 5/5 | 5/5 | 39.24±10.01 | 55.90 ± 3.71 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (2)(3)(4)(5)(6) |
| Wen L 2020 | Apr, 2020 | RCT | Severe (60) | 40 | 20 | 12/8 | 9/11 | 47.1 ± 5.2 | 47.7 ± 5.7 | Xuebijing injection (50 or 100 ml, bid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (5)(7)(8)(9) |
| Xiao MZ 2020 | Aug 3, 2020 | RCT | ‐ | 61 | 63 | 33/28 | 35/28 | 56.07 ± 12.10 | 53.9 ± 13.92 | Huoxiang Zhengqi dropping pills/Lianhua Qingwen granules+C | Antiviral therapy (oseltamivir tablet 75 mg qd, arbidol 200 mg tid, ribavirin 150 mg tid), antibacterial therapy (penicillins, cephalosporins, ofloxacin) and macrolide, supportive therapy | 14 | (2)(3)(4)(8) |
| Xiong WZ | Jul, 2020 | RCT | Mild, ordinary, severe | 22 | 20 | ‐ | ‐ | 57.10 ± 14.00 | 62.40 ± 12.30 | Xuanfei Baidu decoction+C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (2)(3)(4)(9) |
| Yu P 2020 | Apr 22, 2020 | RCT | Mild (295) | 147 | 148 | 82/65 | 89/59 | 48.27 ± 9.56 | 47.25 ± 8.67 | Lianhua Qingwen granule (6 g. tid) + C | Antiviral therapy (abidol hydrochloride 0.2 g tid), antibacterial therapy (moxifloxacin 0.4 g qd), supportive therapy (ambroxol hydrochloride 30 mg tid. | 7 | (1)(6)(7)(8)(9) |
| Zhang YL 2020 | May 5, 2020 | RCT | Ordinary (120) | 80 | 40 | 30/50 | 23/17 | 53.40 ± 13.70 | 52.0 ± 14.10 | Oral honeysuckle (60 ml, tid) + C | α‐interferon (50 μg bid), lopinavir/ritonavir (400 and 100 mg bid), supportive therapy. | 10 | (2)(3)(4)(5)(6)(7)(8) |
| Zheng ZZ 2020 | Feb, 2020 | RCT | Ordinary (119), Severe (11) | 65 | 65 | 42/23 | 44/21 | ‐ | ‐ | Chinese herbal medicine +C | Antiviral therapy (α‐interferon, abidol, lopinavir/ritonavir), antibacterial therapy (moxifloxacin), supportive therapy (methylprednisolone). | 14 | (1) |
| Zhou WM 2020 | Feb 28, 2020 | RCT | Ordinary (104) | 52 | 52 | 32/20 | 28/24 | 52.47 ± 10.99 | 51.11 ± 9.87 | Diammonium glycyrrhizinate (150 mg,tid) + C | Antiviral therapy (lopinavir/ritonavir 400 and 100 mg bid), supportive therapy, oxygen therapy | 14 | (1)(8)(9) |
| Chen L 2020a | Jul 23, 2020 | CCT | Ordinary (230) | 115 | 115 | 55/60 | 47/68 | 63.02 ± 13.61 | 60.17 ± 16.02 | Ganlu Xiaodu decoction (100 ml, tid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (1)(2)(3)(4)(6)(7)(8)(9)(10) |
| Chen L 2020b | Aug, 2020 | CCT | Ordinary (68) | 34 | 34 | 14/20 | 15/19 | 65.06 ± 10.63 | 64.35 ± 10.34 | Shufeng Jiedu Capsule (2.08 g, tid) + C | Antiviral therapy (abidol 0.2 g tid), antibacterial therapy (moxifloxacin 0.4 g qd), supportive therapy (ambroxol) | 7 | (1)(2)(3)(4)(6)(8)(9)(10) |
| Cheng DZ 2020 | May 2020 | CCT | Ordinary (102) | 51 | 51 | 26/25 | 27/24 | 55.5 ± 12.3 | 55.8 ± 11.6 | Lianhua Qingwen granule (6 g tid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 7 | (1)(2)(3)(4)(6)(7) |
| Huang H 2020a | Aug, 2020 | CCT | ‐ | 30 | 15 | 13/17 | 9/6 | 58.4 ± 15.5 | 66.3 ± 14.1 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy | 10 | (2)(3)(4)(5)(6)(7)(9)(10) |
| Huang H 2020b | Aug, 2020 | CCT | ‐ | 28 | 15 | 16/12 | 9/6 | 61.9 ± 12.2 | 66.3 ± 14.1 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy | 10 | (2)(3)(4)(5)(6)(7)(9)(10) |
| Ji D 2020 | Jul, 2020 | CCT | Ordinary (50) | 28 | 22 | 16/12 | 12/10 | 45.3 ± 13.7 | 47.6 ± 14.1 | Chinese herbal medicine+C | Antiviral therapy (abidol, 0.2 g tid, ribavirin, recombinant human interferon a‐2b), antibacterial therapy (moxifloxacin), supportive therapy (ambroxol tablets 30 mg tid). | 10 | (2)(3)(4)(7) |
| Lian J 2020 | Jun 28, 2020 | CCT | Mild, ordinary, severe and critical, recovery | 38 | 26 | 15/23 | 10/16 | 61.3 ± 14.1 | 58.07 ± 11.9 | Chinese herbal medicine+C | Antiviral therapy (arbidol tablets 0.2 g tid, recombinant human interferon a‐2b, resochin), antibacterial therapy (moxifloxacin, 0.4 g qd, cefperazone‐Sulbactam), supportive therapy (human immunoglobulin). | 10 | (2)(3)(4)(6)(7)(8) |
| Liu F 2020 | 2020 | CCT | Ordinary (35), Severe (42), Critical (7) | 42 | 42 | 15/27 | 17/25 | 52.7 ± 16.8 | 49.5 ± 13.8 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy. | ‐ | (1)(2)(7)(8)(10) |
| Qu XK 2020 | Mar, 2020 | CCT | Ordinary (70) | 40 | 30 | 25/15 | 16/14 | 40.65 ± 8.23 | 39.82 ± 6.40 | Shufeng Jiedu capsule (2.08 g, bid) + C | Antiviral therapy (abidol hydrochloride 0.2 g tid), antibacterial therapy, supportive therapy, | 10 | (1)(2)(3)(4)(5)(6)(8) |
| Shi J 2020 | Apr, 2020 | CCT | Ordinary (67) | 49 | 18 | 26/23 | 10/8 | 47.94 ± 14.46 | 46.72 ± 17.40 | Chinese herbal medicine+C | Antiviral therapy (recombinant human interferon a‐2b, lopinavir/ritonavir, arbidol, darunavir corbita, interferon K, hydroxychloroquine), antibacterial therapy, methylprednisolone sodium succinate, gamma globulin, and supportive therapy | ‐ | (1)(2)(3)(4)(6)(7)(10) |
| Xiao Q 2020 | May, 2020 | CCT | Mild (200) | 100 | 100 | 64/36 | 66/34 | 60.90 ± 8.70 | 62.20 ± 7.50 | Shufeng Jiedu capsule (2.08 g, tid) + C | Antibacterial therapy (abidol 0.2 g tid) | 14 | (1)(2)(3)(4)(6)(8)(9) |
| Yang MB 2020 | Jul, 2020 | CCT | Ordinary (49) | 26 | 23 | 16/10 | 9/14 | 50.35 ± 13. 37 | 47.17 ± 16. 57 | Reyanning mixture (10–20 ml, 2 to 4 times daily) + C | α‐interferon (50 μg bid), lopinavir/ritonavir (400 and 100 mg bid), ribavirin (0.5 g, bid), Abidol hydrochloride(0.2 g, tid) | 7 | (2)(3)(4)(5)(6)(8)(9) |
| Yang Q 2020 | Apr, 2020 | CCT | Severe (103) | 51 | 52 | 28/23 | 24/28 | 61.57 ± 1.84 | 66.46 ± 2.29 | Chinese herbal medicine+C | Antiviral therapy, antibacterial therapy, supportive therapy. | ‐ | (1)(6)(8)(9)(10) |
| Yao KT 2020 | Jun, 2020 | CCT | Ordinary (42) | 21 | 21 | 16/5 | 12/9 | 57.1 ± 14.0 | 62.4 ± 12.3 | Lianhua Qingwen granules (6 g, tid) + C | Antiviral therapy, antibacterial therapy, supportive therapy. | 14 | (2)(3)(4) |
| Zhang HT 2020 | May, 2020 | CCT | Ordinary (22) | 11 | 11 | 4/7 | 4/7 | 43.4 ± 15.9 | 40.7 ± 13.3 | Chinese herbal medicine+C | Antiviral therapy (α‐interferon, lopinavir/ritonavir), antibacterial therapy, supportive therapy | ‐ | (2)(5)(6)(7)(8) |
| Tian JX 2020 | Aug, 2020 | RCS | Mild (721) | 430 | 291 | 201/229 | 146/145 | 43.79 ± 12.099 | 55.44 ± 14.641 | Hanshiyi formula | Conventional treatment | ‐ | (7) |
| Xia WG 2020 | Mar, 2020 | RCS | Ordinary (40), Severe (10), Critical (2) | 34 | 18 | 17/17 | 6/12 | 54. 18 ± 13. 08 | 53. 67 ± 12. 70 | Chinese herbal medicine+C | Antiviral therapy (abidol, ribavirin, interferon alpha, Lopinavir/ritonavir, oseltamivir), antibacterial therapy (moxifloxacin, levofloxacin, azithromycin, cephalosporins, penicillins), supportive therapy (gamma globulin, methylprednisolone). | 10 | (1)(2)(3)(4)(5)(6)(7)(8)(9)(10) |
Abbreviations: CCT, case‐control study; RCS, retrospective cohort study; RCT, randomized controlled trial; −, lack of data.
(1) Total effective rate; (2) Fever improvement; (3) Fatigue improvement; (4) Cough improvement; (5) negative conversion rate of nucleic acid; (6) chest CT improvement; (7) rate of conversion to severe cases; (8) Adverse events; (9) Peripheral blood index; (10) length of stay.
FIGURE 2Risk of bias graph (left) and summary (right)
Quality of included observational studies
| Study | Selection | Comparability | Outcome | Total score | |||||
|---|---|---|---|---|---|---|---|---|---|
| Case–control study | Is the case definition adequate? | Representativeness of the cases | Selection of controls | Definition of controls | Comparability of cases and controls on the basis of the design or analysis | Ascertainment of exposure | Same method of ascertainment for cases and controls | Non‐response rate | |
| Chen L 2020a | ★ | ★ | ★★ | ★ | ★ | ★ | 7 | ||
| Chen L 2020b | ★ | ★ | ★★ | ★ | ★ | ★ | 7 | ||
| Cheng DZ 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Huang H 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Ji D 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Lian J 2020 | ★ | ★ | ★ | ★★ | ★ | ★ | ★ | 8 | |
| Liu F 2020 | ★ | ★ | ★ | ★ | ★ | ★ | ★ | 7 | |
| Qu XK 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Shi J 2020 | ★ | ★ | ★★ | ★ | ★ | ★ | 7 | ||
| Xia WG 2020 | ★ | ★ | ★ | ★★ | ★ | ★ | ★ | 8 | |
| Xiao Q 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Yang MB 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Yang Q 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Yao KT 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Zhang HT 2020 | ★ | ★ | ★ | ★ | ★ | ★ | 6 | ||
| Retrospective cohort study | Representativeness of the exposed cohort | Selection of the non‐exposed cohort | Ascertainment of exposure | Demonstration that outcome of interest was not present at start of study | Comparability of cohorts on the basis of the design or analysis | Assessment of outcome | Was follow‐up long enough for outcomes to occur | Adequacy of follow up of cohorts | |
| Tian JX 2020 | ★ | ★ | ★ | ★ | ★★ | ★ | ★ | 8 | |
FIGURE 3Rate of disease progression of patients with COVID‐19 between TCM + CWM group and CWM group
FIGURE 4Negative conversion rate of nucleic acid of patients with COVID‐19 between TCM + CWM group and CWM group
FIGURE 5Improvement rate of chest CT of patients with COVID‐19 between TCM + CWM group and CWM group
FIGURE 6Total effective rate of patients with COVID‐19 between TCM + CWM group and CWM group
FIGURE 7Incidence of adverse events of patients with COVID‐19 between TCM + CWM group and CWM group
Comparison of some second outcomes between TCM group and CWM group
| Outcome measure | Number of study | Sample size | Statistical method | I2 | Effect value |
| |
|---|---|---|---|---|---|---|---|
| TCM | CWM | ||||||
| Fever relief rate | 13 | 390 | 259 | RR, random, 95% | 86% | 1.20 [1.05, 1.37] | .008 |
| Fatigue relief rate | 11 | 323 | 247 | RR, random, 95% | 53% | 1.31 [1.13, 1.52] | .0004 |
| Cough relief rate | 11 | 432 | 366 | RR, random, 95% | 59% | 1.35 [1.14, 1.59] | .0003 |
| Time to fever relief | 11 | 383 | 343 | MD, random, 95%CI | 54% | −1.54 [−1.91, −1.17] | <.00001 |
| Time to fatigue relief | 8 | 262 | 219 | MD, random, 95%CI | 81% | −1.50 [−2.19, −0.81] | <.0001 |
| Time to cough relief | 8 | 354 | 313 | MD, random, 95%CI | 84% | −1.96 [−2.88, −1.04] | <.0001 |
| WBC | 10 | 549 | 522 | MD, random, 95%CI | 91% | 0.77 [0.47, 1.06] | <.00001 |
| LYM | 10 | 520 | 491 | MD, random, 95%CI | 93% | 0.22 [0.12, 0.33] | <.0001 |
| Length of stay | 9 | 389 | 315 | MD, random, 95%CI | 96% | −2.98 [−5.48, −0.48] | .02 |
FIGURE 8Funnel plot of total effective rate (a), improvement rate of chest CT (b), rate of disease progression (c) and incidence of adverse events (d)
Subgroup analyses of the total clinical effectiveness
| Subgroup | Number of study | Sample size | Statistical method |
| Effect value |
| |
|---|---|---|---|---|---|---|---|
| TCM | CWM | ||||||
| Study type | |||||||
| RCT | 8 | 507 | 496 | OR, random, 95% | 0 | 2.45 [1.80, 3.34] | <.00001 |
| CCT | 7 | 427 | 412 | OR, random, 95% | 0 | 3.09 [2.08, 4.59] | <.00001 |
| Disease severity | |||||||
| Mild or ordinary case | 9 | 710 | 711 | OR, random, 95% | 0 | 2.65 [2.04, 3.44] | <.00001 |
| Severe or critical case | 3 | 83 | 72 | OR, random, 95% | 31 | 2.37 [1.11, 5.04] | .03 |
| Mixed case | 3 | 141 | 125 | OR, random, 95% | 0 | 5.87 [2.08, 16.51] | .0008 |
Summary of findings
| Traditional Chinese medicine compared to conventional western medicine for COVID‐19 | |||||
|---|---|---|---|---|---|
| Patient or population: Patients with COVID‐19; setting: Intervention: TCM; comparison: CWM | |||||
| Outcomes | No. of participants (studies) follow up | Certainty of the evidence (GRADE) | Relative effect (95% CI) | Anticipated absolute effects | |
| Risk with CWM | Risk difference with TCM | ||||
| Total effective rate | 1,003 (8 RCTs) | ⨁⨁◯◯ LOW | RR 1.24 (1.15 to 1.33) | 667 per 1,000 | 160 more per 1,000 (100 more to 220 more) |
| Negative conversion rate of nucleic acid | 484 (4 RCTs) | ⨁⨁◯◯ LOW | RR 1.07 (0.93 to 1.24) | 713 per 1,000 | 50 more per 1,000 (50 fewer to 171 more) |
| Improvement rate of chest CT | 888 (7 RCTs) | ⨁⨁⨁◯ MODERATE | RR 1.27 (1.16 to 1.38) | 613 per 1,000 | 165 more per 1,000 (98 more to 233 more) |
| Rate of disease progression | 1,165 (9 RCTs) | ⨁⨁◯◯ LOW | RR 0.45 (0.31 to 0.65) | 128 per 1,000 | 70 fewer per 1,000 (88 fewer to 45 fewer) |
| Incidence of adverse events | 1,137 (10 RCTs) | ⨁⨁◯◯ LOW | RR 0.92 (0.75 to 1.13) | 220 per 1,000 | 18 fewer per 1,000 (55 fewer to 29 more) |
Note: The risk in the intervention group (and its 95% confidence interval) is based on the assumed risk in the comparison group and the relative effect of the intervention (and its 95% CI). CI, Confidence interval; RR, Risk ratio.
GRADE Working Group grades of evidence.
High certainty: We are very confident that the true effect lies close to that of the estimate of the effect.
Moderate certainty: We are moderately confident in the effect estimate: The true effect is likely to be close to the estimate of the effect, but there is a possibility that it is substantially different.
Low certainty: Our confidence in the effect estimate is limited: The true effect may be substantially different from the estimate of the effect.
Very low certainty: We have very little confidence in the effect estimate: The true effect is likely to be substantially different from the estimate of effect.
Lack of blinding, lack of allocation concealment, unclear reporting bias.
Mild publication bias.
Small sample size.
Severe publication bias.