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Medical Science Monitor: International Medical Journal of Experimental and Clinical Research logoLink to Medical Science Monitor: International Medical Journal of Experimental and Clinical Research
. 2020 Nov 9;26:e926815-1–e926815-14. doi: 10.12659/MSM.926815

Emerging Trends and Hot Topics in Cardiopulmonary Resuscitation Research: A Bibliometric Analysis from 2010 to 2019

Tianyuan Jia 1,A,B,C,D,E,F,*, Chengzhun Luo 1,B,E,F,*, Shiwei Wang 1,B,C,F, Zida Wang 1,C, Xiaoye Lu 1,A,D, Qian Yang 1,D,E, Changqing Zhu 1,A,G,
PMCID: PMC7664159  PMID: 33166272

Abstract

Background

Cardiopulmonary resuscitation (CPR) is a topic of great scientific and clinical interest that has received much attention in the past decade. Our study aimed to predict the trends in CPR research activities and evaluate hot topics via bibliometric means, quantitatively and qualitatively.

Material/Methods

All data were collected from a search of the Web of Science Core Collection on May 12, 2020. Retrieved information was investigated with bibliometric analysis by CiteSpace and VOSviewer software and the Online Analysis Platform of Literature Metrology to analyze and predict the trends and hotspots in this field.

Results

Our search returned a total of 9563 articles and reviews on CPR published from 2010 through 2019. The number of original research studies on CPR has been increasing annually. The journal Resuscitation published the greatest number of manuscripts involved CPR, and the leading country and institution with regard to contributions on CPR were the United States and the University of Pennsylvania. Keyword co-occurrence/co-citation-cluster analysis showed that the most popular terms associated with CPR occurred in the manner of cluster labels, such as therapeutic hypothermia and treatment recommendation, among others. In addition, palliative care, sepsis, extracorporeal membrane oxygenation, and brain injury were identified as new foci through burst detection analysis.

Conclusions

Our study showed that the scientific research focus on CPR is switching from traditional therapeutic treatments to a public health practice, with in-depth understanding and development of CPR-related techniques expanding over the past decade. These results demonstrate trends in the CPR research and detected the possible neo-foci for ensuing research.

MeSH Keywords: Bibliometrics; Cardiopulmonary Resuscitation; Emergency Service, Hospital

Background

Cardiac arrest (CA) has continuously manifested as a public health burden, with the vast majority of patients having poor outcomes, regardless of being in or out of a hospital. In the United States alone, approximately 290 000 experience in-hospital cardiac arrest (IHCA) and 350 000 people experience out-of-hospital cardiac arrest (OHCA) annually, with less than 25% and 10% surviving, respectively. Around the globe, the incidence and mortality rates of CA are increasing [13]. Modern cardiopulmonary resuscitation (CPR), which represents additional development and advances in earlier forms of CPR, encompasses rapid first-aid and life-supporting technology for sudden cardiac and respiratory arrest. It involves emergency airway management; artificial-assisted ventilation; chest compression; electric defibrillation; correction of ventricular fibrillation (VF) or pulseless ventricular tachycardia or electrical activity; and other basic or advanced cardiac life support [35]. Modern CPR is capable of saving patients by promoting the return of spontaneous circulation and decreasing CA-related mortality. Furthermore, robust CPR guidelines, especially those published by the American Heart Association (AHA) in 2015 and the latest updates on 2019, underline not only the importance of high-quality CPR, but also provide detailed information about first-aid life-chain in adult CPR, such as dispatcher-assisted CPR, cardiac arrest centers, prehospital treatment of presyncope, and so forth [6,7]. Nevertheless, the success rate for CPR remains low and significant controversies need to be resolved. For example, some recommendations lack persuasive evidence because large randomized controlled trials have not been conducted; further, the clinical practice of CPR varies greatly in quality and compliance with some recommended targets is poor [8]. Consequently, urgent priorities include exploring research hotspots in combination with clinical practice and continuously advancing CPR technology to improve CA/CPR-related disease prognosis.

Recently, the use of bibliometric analysis has become a popular means of identifying trends and hotspots within specific areas of research. Such analysis enables quantitative measurement of contributions of a specific field of research, including different countries/regions, institutions, journals, authors, co-cited networks, and other details that highlight research trends or hotspots in a field [9]. However, literature-metrology study on CPR is scarce, let alone any focus on analysis and prediction of research hot topics or trends [10]. In this article, we aimed to identify potential hotspots and trends in CPR research from various aspects, including technological development, pathogens, pathophysiology, complications, prognosis, and clinical guidelines. Our goal was to contribute to the improvement of CPR performance via a comprehensive analysis of information from manuscripts published worldwide from 2010 to 2019.

Material and Methods

We restricted our literature search to original articles and reviews from 2010 to 2019, using the Web of Science Core Collection (WoSCC) database, which contains the Science Citation Index-Expanded (SCIE) and the Social Science Citation Index (SSCI). The retrieval strategy was “TS=(cardiopulmonary resuscitation) AND Language=English,” with the document types refined as “article OR review.” Document retrieval and recording were entirely completed on May 12, 2020, to avoid variation in citations caused by frequent database updates. Moreover, 2 reviewers (T. Jia and C. Luo) were independently in charge of the primary search; their agreement showed a considerable accordance. They identified 9563 studies, which cited 57 688 references that were eventually obtained and bibliometrically analyzed through the Online Analysis Platform of Bibliometry (http://bibliometric.com/), CiteSpace V5.6.R4, and VOSviewer 1.6.15. This analysis eventually indicated top authors, journals, institutions/countries, clustered networks of co-cited references/authors, and keywords with the strongest citation bursts.

Results

Distribution characteristics of articles

Altogether, 9563 research publications (8492 articles and 1071 reviews) from 2010 to 2019 were filtered out by customized retrieval strategies and inclusion criteria. An increasing trend was clearly apparent for the amount of original research literature on CPR annually as a whole (from 631 in 2010 to 1192 in 2019), although there was a plateau between 2011 and 2012 and slowdown from 2016 till the end of 2019 (Figure 1A). Growth trends and the number of publications by separate country or region were both demonstrated by publication years (only top 10 of countries/regions are listed in Figure 1B).

Figure 1.

Figure 1

The number and linear growth trends of academic publications (A) and the top 10 countries/regions (B) for cardiopulmonary resuscitation research from 2010 to 2019.

Among all 120 countries/regions from which literature on CPR originated, the United States contributed the largest number of publications on CPR research (3653), followed by Canada (706), Japan (657), China (640), and South Korea (615). In addition, the degree of centrality index showed by CiteSpace, particularly with regard to Freeman’s betweenness centrality in social networks, was another vital indicator used to evaluate the significance of nodes in a definite network, independent of the article counts [11]. By this measure, we found that Australia (centrality=0.13), which was ranked eighth in the number of articles, had an extraordinary centrality. This finding indicated that it was the most influential, overtaking research from the United States, England (0.12), and Italy (0.10) (Table 1). However, the centrality values of the top 10 institutions was below 0.15, which implies that these institutions had less influence than we expected. The top 10 research institutions included the University of Pennsylvania (606), University of Washington (509), University of Toronto (461), University of Pittsburgh (424), and University of Michigan (303) (Table 1). However, the map of the CPR research network presented us with a low-density level (density=0.0267) (Figure 2A), which indicates that the teams devoted to CPR research are dispersed in various institutions throughout the world and deeper cooperation is needed. In addition, we used network analysis to confirm the relationship of collaboration between countries, and we found that the most frequent cooperation occurred between the United States and Canada, followed by the United States and China (Figure 2B).

Table 1.

The top 10 countries/regions and institutions contributing to publications in cardiopulmonary resuscitation research.

Rank Country/region Article counts Centrality Institutions Article counts Centrality Total number of citations Average number of citations Total number of first authors Total number of first author citations Average number of first author citations
1 USA 3653 0.12 Univ Penn 606 0.11 9204 15.19 134 1612 12.03
2 Canada 706 0.05 Univ Washington 509 0.14 7642 15.01 118 1131 9.58
3 Japan 657 0.01 Univ Toronto 461 0.02 4970 10.78 59 468 7.93
4 China 640 0.01 Univ Pittsburgh 424 0.12 5030 11.86 102 899 8.81
5 South Korea 615 0.07 Univ Michigan 303 0.03 4875 16.07 50 534 10.68
6 Germany 614 0.02 Children’s Hosp Philadelphia 286 0.08 3297 11.53 67 646 9.64
7 England 579 0.12 Johns Hopkins Univ 282 0.06 2390 8.48 61 562 9.21
8 Australia 487 0.13 Seoul Natl Univ 271 0.07 1543 5.69 79 457 5.78
9 France 375 0.05 Mayo Clin 260 0.02 2261 8.70 65 335 5.15
10 Italy 345 0.10 Monash Univ 239 0.01 1954 8.18 56 443 7.91

Figure 2.

Figure 2

The interagency network that engaged in cardiopulmonary resuscitation research (A) and the collaboration network map of countries/regions (B).

Until 2019, 1150 journals have included articles on CPR research. The top 10 most active journals published 3292 articles, which accounted for 34.42% of the 9563 articles on CPR in our research. Table 2 lists the top 10 journals, sorted by article counts. Of the top 3 journals, Resuscitation alone accounted for almost 17.69% of the articles, which far exceeded the other 2 journals. However, in terms of impact factor (IF), Circulation was in first place (23.054), followed by Critical Care Medicine (6.971), Critical Care (6.959), Resuscitation (4.572), and Pediatric Critical Care Medicine (2.798). Meanwhile, the Journal Citation Reports assessment system, which is also an important evaluating tool and method for SCI journals, divided journals into 176 different subject categories and classifies them into quartiles, according to the level of a journal’s impact factor. Our study results showed that all top 10 journals were classified as either Q1 or Q2, which means that these journals likely have a strong influence on research about CPR.

Table 2.

The top 10 most active journals publishing articles in cardiopulmonary resuscitation research (sorted by count).

Rank Journal title Article counts Percentage (N/9563) IF (2018) Quartile in category (2018) H-index Total number of citations Average number of citations
1 Resusciation 1691 17.69% 4.572 Q1 66 20077 11.87
2 American Journal of Emergency Medicine 369 3.86% 1.651 Q2 38 1275 3.46
3 Critical Care Medicine 227 2.37% 6.971 Q1 87 3395 14.96
4 Circulation 192 2.01% 23.054 Q2 165 9100 47.95
5 Critical Care 156 1.63% 6.959 Q1 81 1329 8.52
6 Scandinavian Journal of Truma Resuscitation & Emergency Medicine 144 1.51% 2.556 Q1 32 652 4.53
7 PLoS One 141 1.47% 2.776 Q2 176 334 2.37
8 Pediatric Critical Care Medicine 135 1.41% 2.798 Q2 41 693 5.13
9 Prehospital Emergency Care 124 1.29% 2.557 Q1 30 603 5.15
10 Emergency Medicine Journal 113 1.18% 2.307 Q2 38 573 5.07

The top 10 most productive authors of all the 32 810 authors identified in the current study are shown in Table 3; the top 3 were Robert A. Berg, who ranked first with 160 articles; Vinay M. Nadkarni, 144 articles; and Clifton W. Callaway, 100 articles. The top 2 authors have different affiliations, but are in the same region: separately, Center for Resuscitation Science at the University of Pennsylvania and the Children’s Hospital of Philadelphia.

Table 3.

The top 10 most productive authors and co-cited authors contributed to publications in cardiopulmonary resuscitation research (sorted by count).

Authors Years Journal Cited frequency Half-life Title Article type Research type
Nichol G 2008 JAMA – J Am Med Assoc 535 5 Regional variation in out-of-hospital cardiac arrest incidence and outcome Article Prospective observational study
Peberdy MA 2010 Circulation 444 5 Part 9: Post-Cardiac Arrest Care 2010 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care Article Guideline
Neumar RW 2010 Circulation 370 5 Part 8: Adult Advanced Cardiovascular Life Support 2010 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care Article Guideline
Neumar RW 2008 Circulation 341 5 Post-Cardiac Arrest Syndrome Epidemiology, Pathophysiology, Treatment, and Prognostication A Consensus Statement From the International Liaison Committee on Resuscitation Editorial Material Guideline
Berg RA 2010 Circulation 309 5 Part 5: Adult Basic Life Support 2010 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care Article Guideline
Nolan JP 2010 Resuscitation 279 5 European Resuscitation Council Guidelines for Resuscitation 2010 Section 1 Executive summary Article Guideline
Perkins GD 2015 Resuscitation 240 3 European Resuscitation Council Guidelines for Resuscitation 2015 Section 2. Adult basic life support and automated external defibrillation Article Guideline
Abella BS 2005 JAMA – J Am Med Assoc 188 6 Quality of cardiopulmonary resuscitation during in-hospital cardiac arrest Article Prospective observational study
Jacobs IG 2011 Resuscitation 160 4 Effect of adrenaline on survival in out-of-hospital cardiac arrest: A randomised double-blind placebo-controlled trial Article Randomized Controlled Trial

Next, the networks of citation information for authors (Figure 3A) and co-cited authors (Figure 3B) were visualized with CiteSpace software. Our research output showed that Jerry P. Nolan with 1343 co-citation counts was in first place among the top 10 co-cited authors, followed by Robert W. Neumar (1078), Gavin D. Perkins (1012), Graham Nichol (909), and Mary Ann Peberdy (985) (Table 3). Of all the values of centrality among the top 10 productive authors, only 2 scholars, Jerry P. Nolan’s (0.18) and Vinay M. Nadkarni’s (0.11) were more than 0.1, which implies that both of them have made outstanding achievements in the fields of CPR research and have provided crucial foundation for follow-up scientific studies.

Figure 3.

Figure 3

The network map of the most productive authors (A) and the most frequently cited authors (B) who participated in cardiopulmonary resuscitation research.

The top 10 co-cited articles with cited frequency, half-life, article, and research types are listed in Table 4. Among these articles, most were published in Resuscitation and Circulation, which have always been the most influential and authoritative journals in the fields of critical and cardiovascular medicine. In addition, these top 10 articles are considered as clinical instruction in CPR research.

Table 4.

The top 10 co-cited authors and their co-cited articles (sorted by cited frequency).

Rank Author Article counts Centrality Total number of citations Average number of citations First author counts First author citation counts Average first author citation counts Corresponding author Corresponding author citation counts Co-cited author Ciation counts Centrality
1 Berg RA 160 0.08 5495 34.34 5 424 84.8 9 120 Nolan JP 1343 0.04
2 Nadkarni VM 144 0.11 3778 26.24 1 12 12 1 3 Neumar RW 1078 0.01
3 Callaway CW 100 0.09 4585 45.85 5 456 91.2 6 118 Perkins GD 1012 0.14
4 Morrison LJ 92 0.03 3963 43.08 9 275 30.56 10 75 Nichol G 990 0.20
5 Iwami T 91 0.04 1885 20.71 2 88 44 33 1029 Peberdy MA 985 0.02
6 Perkins GD 90 0.05 2191 24.34 11 682 62 25 382 Jacobs I 895 0.03
7 Li CS 89 0 378 4.25 0 0 0 86 372 Bernard SA 843 0.08
8 Shin SD 84 0.06 690 8.21 0 0 0 24 358 Abella BS 788 0.07
9 Nolan JP 83 0.18 3200 38.55 18 804 44.67 19 669 Holzer M 787 0.04
10 Abella BS 79 0.02 1789 22.65 3 19 6.33 17 212 Berg RA 786 0.05

The visualization of keywords co-occurrence network-based methods was applied successfully in the 9563 scholarly articles to screen out 256 keywords from a total of 17 093 samples. The selection criteria included a keyword having a minimum of 60 occurrences, and the keywords were then classified into 6 clusters via VOSviewer (Figure 4).

Figure 4.

Figure 4

The network map of keyword clustering showed 256 keywords from a total of 17 093 samples with a minimum of 60 occurrences and classified into 6 clusters.

Co-citation and cluster analysis of CPR research

To identify CPR-related research hotspots, we created a co-citation and clustered network from 1356 references (not excluding duplicates) cited in the 9563 learning-manuscripts and mapped via CiteSpace in a hierarchical order (Figure 5A). In addition, in this special network, the size of each cluster was composed of different node types representing the number and centrality of co-cited references. The representative citations displayed the major research topics and thematic concentrations of each cluster. As shown in Figure 5A, the co-cited references clustered into 9 major cluster labels, including therapeutic hypothermia, treatment recommendation, OHCA, chest compression, AHA guideline, and so forth. In addition, Figure 5B shows the clear co-citation network in a timeline view, and the top 6 have higher degrees of citation bursts. Meanwhile, it is obvious that the central points in CPR research have shifted from a concentration on brief treatment principles to pursuing technical means for life support and standardization of the CPR process.

Figure 5.

Figure 5

The clustered network map of co-cited references on cardiopulmonary resuscitation research (A) and the timeline view of co-citation clusters with their cluster labels on the right (B).

A burst detection algorithm is designed to identify the emerging concepts in professional terminology. We used the keywords from the 9563 articles identified in the WoSCC database search and listed the top 25 of 98 keywords with the strongest citation bursts (Figure 6). The timeline with a sky-blue background color is divided by year, and once a subject has been found to “burst,” it is marked in red on the blue timeline to signify the beginning and ending years and the duration of the burst.

Figure 6.

Figure 6

Keywords with the strongest citation bursts in original articles on cardiopulmonary resuscitation research activities published from 2010 to 2019.

Although the number of keywords with the most robust citation bursts approached 100, not all of them had real significance in clinical practice. Figure 6 shows those that specifically pertain to research trends for CPR. Throughout 2010 to 2019, VF had the highest burst strength (26.6972), followed by targeted temperature management (TTM, 24.9031), cardiopulmonary resuscitation (22.4629), mild hypothermia (20.5559), and palliative care (19.379). In terms of the beginning year, of the last 8 keywords at the bottom of Figure 6, aside from the 3 with the strongest burst strength, the rest included compression, vasopressin, Utstein style, ischemia, and automated external defibrillator were the focus of CPR research. In the ensuing years, some keywords had only a short-term burst, such as sudden death, reperfusion, neuron specific enolase, and septic shock, among others. Regardless of the beginning year of bursts, however, plenty of bursts have continued until 2019, including prognostication, TTM, and some that emerged in 2017 (i.e., sepsis, palliative care, extracorporeal membrane oxygenation [ECMO], and brain injury).

Discussion

The visualization functions of CiteSpace, VOSviewer, and the Online Analysis Platform of Literature Metrology enabled conducting a bibliometric analysis of original articles involving in CPR research over the past decade. The analysis clearly showed a growing trend in the number of scientific articles published on the topic from 2010 through 2019. From this, we find that CPR has gradually become an important subject in fields of related research. Furthermore, we also find that the burst of studies during the most recent 10 years has mainly varied with the quinquennial updates of authoritative clinical guidelines, particularly those developed by the AHA-led International Liaison Committee on Resuscitation since 2000. Obviously, the development of CPR-related technology is a driving force for this research, but more importantly, thousands of scholars and researchers have gained a deeper understanding of the epidemiology, pathophysiology, treatment, and prognostication about CPR-related illnesses and complications as well as strengthened the role of evidence-based medicine.

An analogous conclusion can also be drawn from the rank of the journals with the largest number of articles published on CPR. As shown in Tables 2 and 4, the journals with enormous influence in emergency/critical care and cardiovascular medicine were predictably the most prominent in our analysis: the overwhelming majority of the articles appeared in Resuscitation and Circulation, which are the publications in which significant guidelines are reported. In addition, since 1974, clinical guidelines for CPR have been constantly updated through intense discussions of new advances in the field of CPR research and problems discovered from the implementation of older guidelines. This process promotes global professional training and the popularization of CPR. Therefore, most of the top 10 co-cited articles were instructive expert consensuses on the dynamic changes of representative hot topics, such as the necessity of improving the quality of CPR during IHCA or OHCA; consensus statements on the impact of post-CA syndrome (PCAS); and discussion of the ongoing improvement in treatment strategies and technology of basic or advanced cardiac life support and their impact on CPR prognosis [1217].

By combining the keyword co-occurrence and co-citation cluster analysis (Figures 3, 4A, 4B), it is not difficult to find that treatment recommendation (e.g., therapeutic hypothermia, an important part of care bundle), authoritative and instructive guidelines (AHA and emergency cardiovascular care), CPR technical means (extracorporeal life support and chest compressions), and prognostication (survival and prognosis) have always been central topics of investigations on CPR. Furthermore, as previously mentioned, VF and TTM have attracted considerable research attention in the past decade, but since 2017, sepsis, palliative care, ECMO, and brain injury have become the novel foci (Figures 5, 6). This shift could be explained by issues related to patient-specific pathophysiology having been solved through new techniques, so scholars have started to pay more attention to risks that threaten long-term survival of patients. Keyword bursts with the most strength and prominence can reveal recent trends and hotspots in CPR research.

VF has been considered to be a leading pathogenesis of sudden cardiac arrest, in or out of the hospital, but definitely more emergent and dangerous in OHCA [18]. Thus, a great amount of research and constantly updated guidelines during the past decade have focused on VF-related pathophysiology and explored how to correct the progress of VF and reduce the associated damage via a feasible first-aid strategy [4,7,19]. Recently, awareness and utilization of AEDs have unambiguously increased, but even so, the overall survival from CA remains low. Ample animal experiments and clinical trials support previous findings that showed improved survival to hospital discharge when CPR was provided for a prescribed time period before defibrillation rather than an immediate shock approach in patients with OHCA due to VF [13,20,21]. Moreover, as mentioned in a section of recent guidelines of the European Resuscitation Council, patients failing to receive early defibrillation can still benefit from effective chest compression provided by bystanders than those without CPR, although averaging 3% to 4% decline in survival per minute delay to defibrillation [16]. Meanwhile, assessment of the success of defibrillation is also indispensable to the process of CPR of sudden cardiac arrest resulting from VF. Most recently, a study has proposed that VF waveform measures combined with prior shock outcome may make possible prediction of defibrillation success during CPR [22].

TTM, also known as therapeutic hypothermia, was a new treatment concept first proposed by Holzer in 2010 [23]. Throughout the ensuing decade, TTM has been identified as a therapeutic intervention to limit neurologic injury after a patient’s resuscitation from CA, and it gradually became a central point of PCAS care research owing to concerns arising from equal outcomes from 2 clinical studies that used profoundly distinct target temperature levels [24]. In addition, a notable divergence has been identified via meta-analyses. Specifically, more recent meta-analyses showed that TTM may not improve mortality or neurological outcomes in postarrest survivors, while the great majority of previous studies indicated consistency with current best medical practice as recommended by international resuscitation guidelines [2528]. Nevertheless, most current guidelines persist in recommending that all adult comatose survivors of OHCA with an initial shockable cardiac rhythm should receive TTM with a selected and constant temperature between 32°C and 36°C [3,29,30]. Hence, employing therapeutic hypothermia as a standard of care strategy of postarrest care in survivors may need to be reevaluated by more persuasive research evidence in the years to come.

The subtle relationship between palliative care and CPR, as an extremely controversial ethical issue, began to be explored more deeply and to provoke ongoing debate early in the 21st century. Despite palliative care and CPR appearing to be incompatible and mutually exclusive, the related national council and association of palliative medicine guidelines have stated that CPR is relevant in palliative care if the quality of a patient’s life could be promoted [31]. A review published in 2013 concluded that CPR is futile for in-hospital cancer patients with widespread incurable disease and poor performance status, and there is a trend for survival to decline with increasing extent of the cancer disease [32]. In addition, as the “do not attempt cardiopulmonary resuscitation” decisions have become embedded into clinical practice in the United Kingdom, recent studies concentrate more on the decisive role of patients’ autonomy on decision making, which is especially prominent in this policy [3335]. Consequently, ongoing research is laying further stress on the feasibility of CPR in light of different populations in palliative care clinical practice.

Venoarterial ECMO, which evolved as a salvage therapeutic tool in CPR situations refractory to medical treatment including ECMO and cardiopulmonary bypass and is referred to as extracorporeal cardiac life support (ECLS) or extracorporeal cardiopulmonary resuscitation (ECPR), has been applied to striving for additional time to treat reversible underlying causes of CA over the past years, especially in patients with OHCA [5,3638]. Moreover, Matsuoka et al. [39] recently conducted a population-based cohort study and clearly showed that hospitals’ ECPR capabilities are associated with favorable neurologic outcomes in OHCA patients who had refractory VF or pulseless ventricular tachycardia. This positive result has been demonstrated in many other meta-analyses [4042] and a current case report [43]. However, in a nationally representative cross-sectional study, researchers found that patients hospitalized with CA who received ECMO had significantly higher mortality than those who did not [44]. This was no doubt different from the outcomes reported in studies on OHCA and IHCA. Thus, in the near future, conducting more high-quality evidence RCTs to identify the actual prognosis and survival of patients for whom ECMO is used, regardless of OHCA or IHCA, might be the new research focus of CPR treatments driven by emerging extracorporeal technologies.

In addition to the keywords mentioned above, sepsis/septic shock-associated CA and brain injury, which are always likely to have a worse prognosis than CA without sepsis, are also drawing increased attention. As early as 2011, sepsis was considered to be a potential prearrest predictor of mortality after IHCA in a meta-analysis, even though many broad-scale studies have not demonstrated prearrest sepsis as a predisposing factor for IHCA, and epidemiological data on sepsis-associated CA are limited [45,46]. Hereafter, aiming to describe the prearrest period in severe sepsis and septic shock more clearly and in greater detail, a more representative experimental swine model of human CA and CPR has been successfully made [47]. In addition, an increasing number of research studies have begun to focus on the long-term survival rate after a prearrest sepsis and multiorgan dysfunction inducing IHCA, and conclusions are in accordance with short-term outcomes [4850]. Nevertheless, owing to the complexity of a combined effect generated by the pathophysiology of ongoing septic shock and PCAS and the higher rates of mortality with sepsis-associated IHCA, high-quality CPR and other traditional interventions or care are insufficient. More research should target sepsis-related pathophysiology before, during, and after CA in order to improve patient outcomes [46].

Interestingly, either severe sepsis or PCAS can lead to systemic inflammation or ischemia-reperfusion injury and finally cause some extent of brain injury, even developing into irreversible damage or brain death [46,51]. Meanwhile, a bibliometric analysis spanning 25 years has shown that Critical Care Medicine and Resuscitation, both universally acknowledged as international and domestic journals publishing the most articles on CPR, were also listed among the top 5 journals focusing on brain death [52]. Although there a great quantity of studies have covered a variety of potential factors that affect, assess, or predicate prognostication after CA (e.g., the length of CPR, electroencephalography, serum biomarker), the AHA writing group still determined that the overall quality of existing neurological prognostication studies and the degree of confidence in the predictors remain low [5356]. Therefore, how to improve the quality of neurological prognostication in patients who survive CA has become the crux of the ensuing studies on CPR-related brain injury.

Conclusions

In this article, the graphs and charts formed by CiteSpace, VOSviewer, and the Online Analysis Platform of Literature Metrology showed that our understanding of CPR has markedly advanced during the past decade. Our intention was to assess past research on CPR and to predict new trends and hot topics in specific subjects and subfields. We conclude that scientific research on CPR not only focuses on therapeutic means, but is also adopting a public health practice perspective. Ultimately, the results may also foster future studies.

Strengths and limitations

Our study is the first bibliometric analysis specifically on CPR research activities. In contrast with traditional analyses, our analysis, which was based on professional bibliometric software, displays a better status of CPR research hotspots and trends, despite some limitations. First, only original articles and reviews were included. Second, some words were counted more than once because of their multiple expressions. Finally, as a result of the highly cited guidelines in the field of CPR, the accuracy of top co-cited authors and their articles was inevitably reduced.

Footnotes

Conflict of interests

None.

Source of support: This study was supported by the National Natural Science Foundation of China (Grant No. 81971803 and No. 81671881)

References

  • 1.Andersen LW, Holmberg MJ, Berg KM, et al. In-hospital cardiac arrest: A review. JAMA. 2019;321(12):1200–10. doi: 10.1001/jama.2019.1696. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Myat A, Song K-J, Rea T. Out-of-hospital cardiac arrest: Current concepts. Lancet. 2018;391(10124):970–79. doi: 10.1016/S0140-6736(18)30472-0. [DOI] [PubMed] [Google Scholar]
  • 3.Hassager C, Nagao K, Hildick-Smith D. Out-of-hospital cardiac arrest: In-hospital intervention strategies. Lancet. 2018;391(10124):989–98. doi: 10.1016/S0140-6736(18)30315-5. [DOI] [PubMed] [Google Scholar]
  • 4.Harris AW, Kudenchuk PJ. Cardiopulmonary resuscitation: The science behind the hands. Heart. 2018;104(13):1056–61. doi: 10.1136/heartjnl-2017-312696. [DOI] [PubMed] [Google Scholar]
  • 5.Link MS, Berkow LC, Kudenchuk PJ, et al. Part 7: Adult advanced cardiovascular life support: 2015 American Heart Association guidelines update for cardiopulmonary resuscitation and emergency cardiovascular care [published correction appears in Circulation. 2015 Dec 15;132(24): e385] Circulation. 2015;132(18 Suppl 2):S444–64. doi: 10.1161/CIR.0000000000000261. [DOI] [PubMed] [Google Scholar]
  • 6.Panchal AR, Berg KM, Hirsch KG, et al. 2019 American Heart Association focused update on advanced cardiovascular life support: Use of advanced airways, vasopressors, and extracorporeal cardiopulmonary resuscitation during cardiac arrest: An update to the American Heart Association guidelines for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation. 2019;140(24):e881–94. doi: 10.1161/CIR.0000000000000732. [DOI] [PubMed] [Google Scholar]
  • 7.Nolan JP, Hazinski MF, Aickin R, et al. Part 1: Executive summary: 2015 international consensus on cardiopulmonary resuscitation and emergency cardiovascular care science with treatment recommendations. Resuscitation. 2015;95:e1–31. doi: 10.1016/j.resuscitation.2015.07.039. [DOI] [PubMed] [Google Scholar]
  • 8.Nassar BS, Kerber R. Improving CPR performance. Chest. 2017;152(5):1061–69. doi: 10.1016/j.chest.2017.04.178. [DOI] [PubMed] [Google Scholar]
  • 9.Thompson DF, Walker CK. A descriptive and historical review of bibliometrics with applications to medical sciences. Pharmacotherapy. 2015;35(6):551–59. doi: 10.1002/phar.1586. [DOI] [PubMed] [Google Scholar]
  • 10.Dippenaar N, Watermeyer MJ, Tchouambou Simo NC, et al. The top 100 cited articles published on cardiopulmonary resuscitation. Resuscitation. 2017;114:e13–14. doi: 10.1016/j.resuscitation.2017.02.011. [DOI] [PubMed] [Google Scholar]
  • 11.Freeman LC. Centrality in social networks conceptual clarification. Social Networks. 1978;1(3):215–39. [Google Scholar]
  • 12.Abella BS, Alvarado JP, Myklebust H, et al. Quality of cardiopulmonary resuscitation during in-hospital cardiac arrest. JAMA. 2005;293(3):305–10. doi: 10.1001/jama.293.3.305. [DOI] [PubMed] [Google Scholar]
  • 13.Nichol G, Thomas E, Callaway CW, et al. Regional variation in out-of-hospital cardiac arrest incidence and outcome. JAMA. 2008;300(12):1423–31. doi: 10.1001/jama.300.12.1423. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Neumar RW, Nolan JP, Adrie C, et al. Post-cardiac arrest syndrome: Epidemiology, pathophysiology, treatment, and prognostication. A consensus statement from the International Liaison Committee on Resuscitation (American Heart Association, Australian and New Zealand Council on Resuscitation, European Resuscitation Council, Heart and Stroke Foundation of Canada, InterAmerican Heart Foundation, Resuscitation Council of Asia, and the Resuscitation Council of Southern Africa); the American Heart Association Emergency Cardiovascular Care Committee; the Council on Cardiovascular Surgery and Anesthesia; the Council on Cardiopulmonary, Perioperative, and Critical Care; the Council on Clinical Cardiology; and the Stroke Council. Circulation. 2008;118(23):2452–83. doi: 10.1161/CIRCULATIONAHA.108.190652. [DOI] [PubMed] [Google Scholar]
  • 15.Peberdy MA, Callaway CW, Neumar RW, et al. Part 9: Post-cardiac arrest care: 2010 American Heart Association guidelines for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation. 2010;122(18 Suppl 3):S768–86. doi: 10.1161/CIRCULATIONAHA.110.971002. [DOI] [PubMed] [Google Scholar]
  • 16.Perkins GD, Handley AJ, Koster RW, et al. European Resuscitation Council guidelines for resuscitation 2015: section 2. Adult basic life support and automated external defibrillation. Resuscitation. 2015;95:81–99. doi: 10.1016/j.resuscitation.2015.07.015. [DOI] [PubMed] [Google Scholar]
  • 17.Neumar RW, Otto CW, Link MS, et al. Part 8: Adult advanced cardiovascular life support: 2010 American Heart Association guidelines for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation. 2010;122(18 Suppl 3):S729–67. doi: 10.1161/CIRCULATIONAHA.110.970988. [DOI] [PubMed] [Google Scholar]
  • 18.Bell SM, Lam DH, Kearney K, Hira RS. Management of refractory ventricular fibrillation (prehospital and Emergency Department) Cardiol Clin. 2018;36(3):395–408. doi: 10.1016/j.ccl.2018.03.007. [DOI] [PubMed] [Google Scholar]
  • 19.Eisenberg MS, Psaty BM. Cardiopulmonary resuscitation: Celebration and challenges. JAMA. 2010;304(1):87–88. doi: 10.1001/jama.2010.898. [DOI] [PubMed] [Google Scholar]
  • 20.Berg RA, Hilwig RW, Kern KB, Ewy GA. Precountershock cardiopulmonary resuscitation improves ventricular fibrillation median frequency and myocardial readiness for successful defibrillation from prolonged ventricular fibrillation: A randomized, controlled swine study. Ann Emerg Med. 2002;40(6):563–71. doi: 10.1067/mem.2002.129866. [DOI] [PubMed] [Google Scholar]
  • 21.Cobb LA, Fahrenbruch CE, Walsh TR, et al. Influence of cardiopulmonary resuscitation prior to defibrillation in patients with out-of-hospital ventricular fibrillation. JAMA. 1999;281(13):1182–88. doi: 10.1001/jama.281.13.1182. [DOI] [PubMed] [Google Scholar]
  • 22.Coult J, Kwok H, Sherman L, et al. Ventricular fibrillation waveform measures combined with prior shock outcome predict defibrillation success during cardiopulmonary resuscitation. J Electrocardiol. 2018;51(1):99–106. doi: 10.1016/j.jelectrocard.2017.07.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Holzer M. Targeted temperature management for comatose survivors of cardiac arrest. N Engl J Med. 2010;363(13):1256–64. doi: 10.1056/NEJMct1002402. [DOI] [PubMed] [Google Scholar]
  • 24.Silverman MG, Scirica BM. Cardiac arrest and therapeutic hypothermia. Trends Cardiovasc Med. 2016;26(4):337–44. doi: 10.1016/j.tcm.2015.10.002. [DOI] [PubMed] [Google Scholar]
  • 25.Kalra R, Arora G, Patel N, et al. Targeted temperature management after cardiac arrest: Systematic review and meta-analyses. Anesth Analg. 2018;126(3):867–75. doi: 10.1213/ANE.0000000000002646. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Lindsay PJ, Buell D, Scales DC. The efficacy and safety of pre-hospital cooling after out-of-hospital cardiac arrest: A systematic review and meta-analysis. Crit Care. 2018;22(1):66. doi: 10.1186/s13054-018-1984-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Arrich J, Holzer M, Havel C, et al. Hypothermia for neuroprotection in adults after cardiopulmonary resuscitation. Cochrane Database Syst Rev. 2016;2(2):CD004128. doi: 10.1002/14651858.CD004128.pub4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Arrich J, Holzer M, Herkner H, Müllner M. Cochrane corner: Hypothermia for neuroprotection in adults after cardiopulmonary resuscitation. Anesth Analg. 2010;110(4):1239. doi: 10.1213/ANE.0b013e3181ce8d34. [DOI] [PubMed] [Google Scholar]
  • 29.Callaway CW, Donnino MW, Fink EL, et al. Part 8: post-cardiac arrest care: 2015 American Heart Association guidelines update for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation. 2015;132(18 Suppl 2):S465–82. doi: 10.1161/CIR.0000000000000262. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Donnino MW, Andersen LW, Berg KM, et al. Temperature management after cardiac arrest: An advisory statement by the Advanced Life Support Task Force of the International Liaison Committee on Resuscitation and the American Heart Association Emergency Cardiovascular Care Committee and the Council on Cardiopulmonary, Critical Care, Perioperative and Resuscitation. Circulation. 2015;132(25):2448–56. doi: 10.1161/CIR.0000000000000313. [DOI] [PubMed] [Google Scholar]
  • 31.Willard C. Cardiopulmonary resuscitation for palliative care patients: A discussion of ethical issues. Palliat Med. 2000;14(4):308–312. doi: 10.1191/026921600676686023. [DOI] [PubMed] [Google Scholar]
  • 32.Kjørstad OJ, Haugen DF. Cardiopulmonary resuscitation in palliative care cancer patients. Tidsskr Nor Laegeforen. 2013;133(4):417–21. doi: 10.4045/tidsskr.12.0378. [DOI] [PubMed] [Google Scholar]
  • 33.Low C, Finucane A, Mason B, Spiller J. Palliative care staff’s perceptions of do not attempt cardiopulmonary resuscitation discussions. Int J Palliat Nurs. 2014;20(7):327–33. doi: 10.12968/ijpn.2014.20.7.327. [DOI] [PubMed] [Google Scholar]
  • 34.Taubert M, Norris J, Edwards S, Snow V, Finlay IG. Talk CPR – a technology project to improve communication in do not attempt cardiopulmonary resuscitation decisions in palliative illness. BMC Palliat Care. 2018;17(1):118. doi: 10.1186/s12904-018-0370-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Hall CC, Lugton J, Spiller JA, Carduff E. CPR decision-making conversations in the UK: An integrative review. BMJ Support Palliat Care. 2019;9(1):1–11. doi: 10.1136/bmjspcare-2018-001526. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Mosier JM, Kelsey M, Raz Y, et al. Extracorporeal membrane oxygenation (ECMO) for critically ill adults in the emergency department: History, current applications, and future directions. Crit Care. 2015;19:431. doi: 10.1186/s13054-015-1155-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Latimer AJ, McCoy AM, Sayre MR. Emerging and future technologies in out-of-hospital cardiac arrest care. Cardiol Clin. 2018;36(3):429–41. doi: 10.1016/j.ccl.2018.03.010. [DOI] [PubMed] [Google Scholar]
  • 38.Dennis M, Buscher H, Gattas D, et al. Prospective observational study of mechanical cardiopulmonary resuscitation, extracorporeal membrane oxygenation and early reperfusion for refractory cardiac arrest in Sydney: The 2CHEER study. Crit Care Resusc. 2020;22(1):26–34. doi: 10.51893/2020.1.oa3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Matsuoka Y, Ikenoue T, Hata N, et al. Hospitals’ extracorporeal cardiopulmonary resuscitation capabilities and outcomes in out-of-hospital cardiac arrest: A population-based study. Resuscitation. 2019;136:85–92. doi: 10.1016/j.resuscitation.2019.01.013. [DOI] [PubMed] [Google Scholar]
  • 40.Chen Z, Liu C, Huang J, et al. Clinical efficacy of extracorporeal cardiopulmonary resuscitation for adults with cardiac arrest: Meta-analysis with trial sequential analysis. Biomed Res Int. 2019;2019 doi: 10.1155/2019/6414673. 6414673. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Cardarelli MG, Young AJ, Griffith B. Use of extracorporeal membrane oxygenation for adults in cardiac arrest (E-CPR): A meta-analysis of observational studies. ASAIO J. 2009;55(6):581–86. doi: 10.1097/MAT.0b013e3181bad907. [DOI] [PubMed] [Google Scholar]
  • 42.Kim SJ, Kim HJ, Lee HY, et al. Comparing extracorporeal cardiopulmonary resuscitation with conventional cardiopulmonary resuscitation: A meta-analysis. Resuscitation. 2016;103:106–16. doi: 10.1016/j.resuscitation.2016.01.019. [DOI] [PubMed] [Google Scholar]
  • 43.Riera J, Argudo E, Ruiz-Rodríguez JC, et al. Full neurological recovery 6 h after cardiac arrest due to accidental hypothermia. Lancet. 2020;395(10236):e89. doi: 10.1016/S0140-6736(20)30751-0. [DOI] [PubMed] [Google Scholar]
  • 44.Patel JK, Meng H, Qadeer A, Parikh PB. Impact of extracorporeal membrane oxygenation on mortality in adults with cardiac arrest. Am J Cardiol. 2019;124(12):1857–61. doi: 10.1016/j.amjcard.2019.09.013. [DOI] [PubMed] [Google Scholar]
  • 45.Ebell MH, Afonso AM. Pre-arrest predictors of failure to survive after in-hospital cardiopulmonary resuscitation: A meta-analysis. Fam Pract. 2011;28(5):505–15. doi: 10.1093/fampra/cmr023. [DOI] [PubMed] [Google Scholar]
  • 46.Morgan RW, Fitzgerald JC, Weiss SL, et al. Sepsis-associated in-hospital cardiac arrest: Epidemiology, pathophysiology, and potential therapies. J Crit Care. 2017;40:128–35. doi: 10.1016/j.jcrc.2017.03.023. [DOI] [PubMed] [Google Scholar]
  • 47.Chalkias A, Spyropoulos V, Koutsovasilis A, et al. Cardiopulmonary arrest and resuscitation in severe sepsis and septic shock: A research model. Shock. 2015;43(3):285–91. doi: 10.1097/SHK.0000000000000285. [DOI] [PubMed] [Google Scholar]
  • 48.Chao PW, Chu H, Chen YT, et al. Long-term outcomes in critically ill septic patients who survived cardiopulmonary resuscitation. Crit Care Med. 2016;44(6):1067–74. doi: 10.1097/CCM.0000000000001608. [DOI] [PubMed] [Google Scholar]
  • 49.Koivikko P, Arola O, Inkinen O, Tallgren M. One-year survival after inhospital cardiac arrest-does prearrest sepsis matter? Shock. 2018;50(1):38–43. doi: 10.1097/SHK.0000000000001024. [DOI] [PubMed] [Google Scholar]
  • 50.Galvagno SM., Jr Outcomes following sepsis and cardiopulmonary resuscitation: Fare thee well or worse for wear? Crit Care Med. 2016;44(6):1232–33. doi: 10.1097/CCM.0000000000001695. [DOI] [PubMed] [Google Scholar]
  • 51.Schneider A, Albertsmeier M, Böttiger BW, Teschendorf P. [Post-resuscitation syndrome. Role of inflammation after cardiac arrest]. Der Anaesthesist. 2012;61(5):424–36. doi: 10.1007/s00101-012-2002-8. [in German] [DOI] [PubMed] [Google Scholar]
  • 52.Ferhatoglu SY, Yapici N. A bibliometric analysis of the articles focusing on the subject of brain death published in Scientific Citation Index- expanded indexed journals: Analysis of 3487 articles published between 1995–2019. Transplant Proc. 2020;52(3):706–11. doi: 10.1016/j.transproceed.2020.01.034. [DOI] [PubMed] [Google Scholar]
  • 53.Geocadin RG, Callaway CW, Fink EL, et al. Standards for studies of neurological prognostication in comatose survivors of cardiac arrest: A scientific statement from the American Heart Association. Circulation. 2019;140(9):e517–42. doi: 10.1161/CIR.0000000000000702. [DOI] [PubMed] [Google Scholar]
  • 54.Feng G, Jiang G, Li Z, Wang X. Prognostic value of electroencephalography (EEG) for brain injury after cardiopulmonary resuscitation. Neurol Sci. 2016;37(6):843–49. doi: 10.1007/s10072-016-2475-3. [DOI] [PubMed] [Google Scholar]
  • 55.Welbourn C, Efstathiou N. How does the length of cardiopulmonary resuscitation affect brain damage in patients surviving cardiac arrest? A systematic review. Scand J Trauma Resusc Emerg Med. 2018;26(1):77. doi: 10.1186/s13049-018-0476-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Kramer P, Miera O, Berger F, Schmitt K. Prognostic value of serum biomarkers of cerebral injury in classifying neurological outcome after paediatric resuscitation. Resuscitation. 2018;122:113–20. doi: 10.1016/j.resuscitation.2017.09.012. [DOI] [PubMed] [Google Scholar]

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