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DOI: 10.1055/s-0044-1787853
German Heart Surgery Report 2023: The Annual Updated Registry of the German Society for Thoracic and Cardiovascular Surgery
Abstract
Based on a voluntary registry, founded by the German Society for Thoracic and Cardiovascular Surgery (DGTHG) in 1980, a well-defined but limited dataset of all cardiac and vascular surgery procedures performed in 77 German heart surgery departments is reported annually. For the year 2023, a total of 168,841 procedures were submitted to the registry. Of these operations, 100,606 are defined as heart surgery procedures in a classical sense. The unadjusted in-hospital survival rate for the 28,996 isolated coronary artery bypass grafting procedures (relationship on-/off-pump 2.8:1) was 97.6%; 97.7% for the 39,859 isolated heart valve procedures (23,727 transcatheter interventions included); and 99.2% for 19,699 pacemaker/implantable cardioverter defibrillator procedures. Concerning short and long-term mechanical circulatory support, a total of 2,982 extracorporeal life support/extracorporeal membrane oxygenation implantations and 772 ventricular assist device implantations (left/right ventricular assist device, BVAD, total artificial heart) were reported. In 2023, 324 isolated heart transplantations, 248 isolated lung transplantations, and 2 combined heart–lung transplantations were performed. This annually updated registry of the DGTHG represents nonrisk adjusted voluntary public reporting and encompasses acute data for nearly all heart surgical procedures in Germany. It constitutes trends in heart medicine and represents a basis for quality management (e.g., benchmark) for all participating institutions.
Keywords
heart valve surgery - congenital heart disease - coronary artery bypass grafting - aorta/aortic - transplantation - heart–lung transplantationsIntroduction
Legitimate demands for sophisticated quality management in medicine—by authorities, scientific organizations, health care companies, and patients all over the world—have stimulated quality awareness. This resulted in the development of multiple quality assurance activities such as benchmark projects, public reporting, and registries. More than 30 years ago, the board of directors of the German Society for Thoracic and Cardiovascular Surgery (DGTHG, www.dgthg.de) decided to set up an annual data collection of all cardiac surgical procedures performed in Germany in terms of a voluntary, unaudited registry.[1] [2] Since 1989, the registry is updated on an annual basis and published in the scientific journal of the DGTHG each year.[3] [4] [5] [6] [7] The aims are as follows: to detect developments and upcoming trends in cardiac surgery in Germany; to compile various acute in-hospital outcomes for nearly all cardiac surgical procedures; to provide each participant with a benchmark of the institutional results in comparison to the nationwide achievements; and to facilitate the comparison on an international level.
For monitoring trend developments in cardiac surgery, the registry covers all relevant techniques and innovative technologies including minimally invasive cardiac surgery and structural transcatheter heart valve interventions (e.g. transcatheter aortic valve implantations [TAVI] and transcatheter mitral valve replacement).
Data presented in this report comprehend the survey of the year 2023.
Material and Methods
Since 2004, a standardized questionnaire gathers specific information for well-defined procedures, exactly described by an annually updated German adaption of the International Classification of Procedures in Medicine called “operation code” (Operationen- und Prozedurenschlüssel).
All participating institutions were asked to complete the structured questionnaire by January 22, 2024, submitting all performed procedures and related in-hospital mortality. The recommended path for data export is an electronic transmission of an encrypted file to the society office in Berlin. After the transaction, the data were decrypted, evaluated for completeness, and compiled for further analysis, thus ensuring anonymity for each participating institution. This compilation algorithm enables a high compliance for the submission of complete datasets.
Inclusion criteria for the registry data 2023 were all cardiac surgical procedures performed on patients from January 1st to December 31st, 2023, unrelated to the date of patients' admission or discharge as compared to other registries. Like in the earlier years, the number of procedures was counted rather than individual patients. For example, if a patient initially required isolated coronary artery bypass grafting (CABG), later followed by a mitral valve reconstruction due to an undesirable event, one count in the category “coronary surgery” and a second one in the category “mitral valve reconstruction” are enumerated. Thus, the registry contains more procedures than the real number of patients operated on.
Death of patients was defined as in-hospital mortality. Per definition, the observed mortality is always attributed to the first cardiac procedure, for example, the death of a patient requiring a replacement of the ascending aorta due to a complication after CABG would only be attributed to the coronary procedure.
The main reason for this structural set-up of the registry—established over four decades—is to keep in accordance with the German Data Privacy Act with its specific regulations for patients. Furthermore, it seemed to be relevant to get detailed information about all performed procedures and not only the number of treated patients. Finally, the process of data acquisition had to be standardized and feasible for all participating departments in Germany, thus enabling the submission of a complete data set, regardless of the hard- and software used locally.
In 2023, a total of 77 institutions performed heart surgery. As in the years before, all departments answered the questionnaire and delivered a complete data set for the surgical details, including unadjusted in-hospital mortality rates. In addition, comparisons between the registry data and the external quality assurance in accordance with §§ 135a/136/137 SGB V, obligatory for licensed German hospitals (§ 108 SGB V), are possible.
For descriptive statistical analyses, categorized tables and a summary registry data file consolidate the transmitted information of all departments, providing the basis for this and further publications. Longitudinal data from earlier registry specifications are also included in the presentation. Developments are shown for a restricted period mostly covering the past 10 years.
Categorical data are displayed as absolute and/or relative frequencies. Due to the lack of complete data for patients' risk profiles, mortality rates generally are not risk adjusted. Quantitative data are presented as absolute frequencies and arithmetic mean values. Where appropriate, the value range is presented additionally. Patient age, though originally a quantitative variable, is only available in age groups and therefore treated as a categorical variable. German population-based measures are calculated as frequencies per 100,000 inhabitants and are based on the latest published data of the Federal Office for Statistics (Destatis), dated December 31st, 2022.
The questionnaires were compiled using Microsoft Visual Basic for Applications. Analyses were performed with IBM SPSS Statistics v23 and Microsoft Excel 2010, and charts and tables were created with Microsoft Excel 2010.
Limitations
Since the data of this registry are voluntary and an external monitoring is not provided, reporting bias is possible. Due to missing data for appropriate risk estimation, a risk adjustment cannot be performed.
Registry Data 2023
[Table 1] shows the distribution of cardiac surgical procedures between the 16 German states, based on the population count of the Federal Office for Statistics as of December 31st, 2022. The range of heart operations per 100,000 inhabitants shows a minimum of 104.1 (Bayern, population: 13,369,393) and a maximum of 160.7 (Sachsen-Anhalt, population: 2,186,643), while the nationwide mean value at the end of 2023 was 118.5 ([Table 1]).
Federal state |
Population[a] |
Procedures[b] |
100,000 inhabitants |
---|---|---|---|
Baden-Württemberg |
11,280,257 |
11,807 |
104.7 |
Bayern |
13,369,393 |
13,913 |
104.1 |
Berlin |
3,755,251 |
4,209 |
112.1 |
Brandenburg |
2,573,135 |
3,541 |
137.6 |
Bremen |
684,864 |
752 |
109.8 |
Hamburg |
1,892,122 |
2,325 |
122.9 |
Hessen |
6,391,360 |
7,990 |
125.0 |
Mecklenburg-Vorpommern |
1,628,378 |
1,989 |
122.1 |
Niedersachsen |
8,140,242 |
10,460 |
128.5 |
Nordrhein-Westfalen |
18,139,116 |
21,008 |
115.8 |
Rheinland-Pfalz |
4,159,150 |
4,979 |
119.7 |
Saarland |
992,666 |
1,223 |
123.2 |
Sachsen |
4,086,152 |
5,337 |
130.6 |
Sachsen-Anhalt |
2,186,643 |
3,514 |
160.7 |
Schleswig-Holstein |
2,953,270 |
3,869 |
131.0 |
Thüringen |
2,126,846 |
3,066 |
144.2 |
Deutschland |
84,358,845 |
99,982 |
118.5 |
a Federal Office for Statistics of German: Population; due date December 31, 2022.
b n = 624, foreign residences excluded.
The size of programs can be analyzed by department dimension, which categorizes more than 64.9% of institutions into two clusters from 500 up to 1,499 procedures (2023: 55/77) 28.6% into those from 1,500 up to a maximum of 5,032 performed procedures ([Table 2]).
Procedures per department |
<500 |
500–999 |
1,000–1,499 |
1,500–1,999 |
2,000–5,000 |
---|---|---|---|---|---|
Departments |
5 |
27 |
23 |
11 |
11 |
Average |
305 |
767 |
1.186 |
1.683 |
2.961 |
Range |
255–421 |
510–994 |
1,022–1,499 |
1,530–1,966 |
2,193–5,032 |
a Cardiac implantable electronic devices and extracardiac surgery without extracorporeal circulation are excluded.
Pediatric heart operations in patients suffering from congenital heart disease (CHD, <1 year, with extracorporeal circulation [ECC]) are conducted in 21 centers, isolated heart transplantations in 19, and combined heart–lung transplantations in 1 institution ([Table 3]).
Category |
Departments |
---|---|
Coronary artery bypass grafting |
76 |
Heart valve surgery |
76 |
Pacemaker/ICD procedures |
73/70 |
Congenital heart disease procedures (pat <1 y with ECC) |
21[a] |
Heart transplantation |
19[b] |
Heart–lung transplantation |
1 |
Abbreviations: ECC, extracorporeal circulation; ICD, implantable cardioverter defibrillator.
a n = 1,755 thereof: 7 operations in 1 unit, 22–43 operations in 5 units, 53–94 operations in 7 units, and 102–169 operations in 8 units.
b n = 324: thereof: 1–4 transplants in 6 units, 5–9 transplants in 5 units, 17–19 transplants in 2 units, and 22–75 transplants in 6 units.
Overall, as shown in [Tables 4] and [5], 168,841 procedures were reported to the registry for the year 2023, an increase of 4.1% compared to 2022 (162,167 procedures), but still a decline compared to the prepandemic period (2019: 175,705 procedures). In 2023, the total number of 100,606 heart surgical procedures showed an increase compared to the previous year (93,913 procedures). Regarding CABG procedures, the numbers only showed a discrete difference, while heart valve and thoracic aortic procedures increased remarkably. In addition, the ventricular assist device procedures increased by 14.9% compared to 2022 ([Table AD]).
Abbreviation: ECC, extracorporeal circulation.
Category |
ECC application |
Gender |
Total |
Difference 2022 (%) |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
With ECC n (%) |
Without ECC n (%) |
Female n (%) |
Male n (%) |
|||||||||
CABG isolated |
21,398 |
(74) |
[a] |
7,598 |
(26) |
[a] |
7,223 |
(20) |
29,649 |
(80) |
28,996 |
+ 3.6 |
• Combined |
7,739 |
(98) |
[a] |
137 |
(02) |
[a] |
7,876 |
− 3.6 |
||||
Heart valve procedures |
19,914 |
(46) |
[a] |
23,598 |
(54) |
[a] |
18,330 |
(42) |
25,182 |
(58) |
43,512 |
+ 13.0 |
Surgery of thoracic aorta |
7,999 |
(91) |
[a] |
816 |
(09) |
[a] |
2,865 |
(33) |
5,950 |
(67) |
8,815 |
+ 5.5 |
Congenital heart surgery |
4,526 |
(84) |
[a] |
843 |
(16) |
[a] |
2,319 |
(43) |
3,050 |
(57) |
5,369 |
+ 1.6 |
Cardiac surgery, other |
1,126 |
(45) |
[a] |
1,353 |
(55) |
[a] |
963 |
(39) |
1,516 |
(61) |
2,479 |
+ 2.1 |
Assist device procedures |
614 |
(19) |
[a] |
2,578 |
(81) |
[a] |
850 |
(27) |
2,342 |
(73) |
3,192 |
+ 12.0 |
Extracardiac surgery |
338 |
(01) |
[a] |
48,565 |
(99) |
16,822 |
(34) |
32,081 |
(66) |
48,903 |
− 0.3 |
|
Pacemaker/ICD procedures |
29 |
(00) |
[a] |
19,670 |
(100) |
7,272 |
(37) |
12,427 |
(63) |
19,699 |
+ 0.9 |
|
Total |
63,683 |
(38) |
105,158 |
(62) |
56,644 |
(34) |
112,197 |
(66) |
168,841 |
+ 4.1 |
Abbreviations: CABG, coronary artery bypass grafting; ECC, extracorporeal circulation; ICD, implantable cardioverter defibrillator.
a Sum: n = 100,606 (heart surgery procedures).
The number of procedures using ECC from 2014 to 2023 is illustrated in [Table 4]. There was a gradual reduction until 2019, with a sharp decline in 2020 due to the Severe Acute Respiratory Syndrome Corona Virus type 2 (SARS CoV2) pandemic. Even in 2023, the prepandemic level was not reached. This presumably also reflects the growing field of transcatheter heart valve therapies.
Concerning gender distribution, the registry shows an overall male/female ratio of almost 2:1 with the greatest difference (4:1) in the patient group with coronary procedures ([Table 5]). In total, 11,319 (11.3%) operations were classified as emergency procedures, and 7,037 (7.0%) were reoperations ([Table 6]). These proportions appear quite consistent over the past years.
Procedures |
2023 (n) |
(%) |
2022 (n) |
(%) |
|
---|---|---|---|---|---|
Emergency |
11,319 |
(11) |
10,994 |
(11.7) |
|
Redo |
7,037 |
(07) |
6,740 |
(7.2) |
Abbreviation: ECC, extracorporeal circulation.
As shown in [Table V1], 16,147 (37.1%) isolated heart valve procedures were performed as single, 3,112 as double (7.1%), and 292 (0.7%) as triple valve procedures. Furthermore, 3,763 (43.2%, n = 8,702) aortic valve and 4,161 (60.8%, n = 6,840) mitral valve operations were performed via a minimally invasive access ([Table V2]). The isolated transvascular aortic, mitral, and tricuspid valve procedures show a continuous increase, while the rate of transapical transcatheter aortic valve implantations decreased. Concerning the surgical aortic valve replacements (sAVR), an increase of 9.7% in 2023 could be observed ([Fig. 6]). The sAVR unadjusted mortality was 2.7%, nearly consistent over the last 3 years. With regard to the interpretation of this and every other reported mortality rate in this report, it is important to note that all mortality rates are nonrisk-adjusted and not clustered by indication. As a result, groups are inhomogeneous and enroll all emergency procedures and all valve pathologies including endocarditis. Concerning the unadjusted mortality rate of 1.8% in 2023 for TAVI, it must be considered that the included data are only those transferred by the heart surgery departments in Germany and therefore are incomplete ([Table V2]).
Note: Transcatheter heart valve procedures: 20,638 aortic valve implantations; 300 mitral valve implantations; 1,892 mitral valve repairs; 28 tricuspid valve implantations; 854 tricuspidal valve repair; 15 double aortic and mitral valve procedures; 1 pulmonary valve implantation.
Note: Apical aortic conduits procedures (n = 1) are not included.
In 7,678 (88.3%) isolated sAVR under ECC conditions, xenograft prostheses were implanted, also a consistent distribution over the last 5 years ([Table V3], [Fig. 5]). 64.7% (4,352) of the isolated mitral valve operations for primary and secondary mitral valve insufficiency, mitral stenosis and endocarditis were mitral valve repairs ([Fig. 7]). In a total of 2,551 combined mitral valve repair procedures, 1,020 (40.0%) simultaneous CABG procedures, 893 tricuspid valve repairs (35.0%), 465 (18.2%) aortic valve procedures, and 173 (6.8%) concomitant CABG and surgical AVR were performed ([Table V4]). The analyses of the crude mortality rates for mitral valve procedures demonstrate an improvement in the subgroup of isolated (3.2%) mitral valve surgery as well as for the combined procedures (8.2%) regarding repair (2.1%) and implantation/replacement (9.9%) ([Table V4]). It is important to note that the registry does not allow the stratification of results based on mitral valve pathology, and hence, the data do not reflect the outcomes of mitral valve repair for isolated degenerative mitral valve insufficiency.
Note: Transcatheter procedures and apical aortic conduits procedures (n = 1) are not included.
Mitral valve procedures |
Repair |
Implantation/replacement |
Total |
||||||
---|---|---|---|---|---|---|---|---|---|
n |
† |
% |
n |
† |
% |
n |
† |
% |
|
Isolated |
4,352 |
33 |
0.8 |
2,497 |
187 |
7.5 |
6,849 |
220 |
3.2 |
+ CABG |
1,020 |
45 |
4.4 |
750 |
99 |
13.2 |
1,770 |
144 |
8.1 |
+ Tricuspid valve repair[a] |
893 |
22 |
5.5 |
576 |
52 |
9.0 |
1,469 |
74 |
5.0 |
+ sAVR |
465 |
25 |
5.4 |
819 |
105 |
12.8 |
1,284 |
130 |
10.1 |
+ CABG + sAVR |
173 |
18 |
10.4 |
266 |
41 |
15.4 |
439 |
59 |
13.4 |
Total |
6,903 |
143 |
2.1 |
4,908 |
484 |
9.9 |
11,811 |
627 |
5.3 |
Abbreviations: CABG, coronary artery bypass grafting; sAVR, surgical aortic valve replacement.
a 76 procedures (not specified mitral valve + tricuspid valve surgery) excluded.
The subgroup of 3,404 multiple heart valve procedures includes 2,829 (83.1%) double heart valve operations as a combination of mitral + tricuspid (n = 1,545) or mitral + aortic (n = 1,284) valve procedures ([Table V5]). In addition a total of 188 Ross procedures were performed, 151 (80.3%) in age from 18 years and 37 (19.7%) under 18 years ([Table V6]). With regard to the 20,638 transcatheter aortic valve implantations reported in this registry and in line with international developments, an increase in procedures performed by transvascular access (19,947 [96.7%]) and a decrease in those performed by transapical access (691 [3.3%]) were observed. In TAVI procedures without ECC, the unadjusted mortality for those by transvascular access was 1.6% (314/19,882) and 5.3% (36/685) for those by the transapical access approach. For the very rare isolated TAVI procedures under ECC conditions (n = 71), the unadjusted mortality rate was 26.2% (17/65) resp. 66.7% (4/6) ([Table V7]), probably related to severe complications during the initial procedure.
Combination |
n |
† |
% |
---|---|---|---|
Mitral + tricuspid |
1,545 |
87 |
5.6 |
Aortic + mitral |
1,284 |
130 |
10.1 |
Aortic + mitral + tricuspid |
290 |
35 |
12.1 |
Aortic + tricuspid |
145 |
14 |
9.7 |
Aortic + pulmonary[a] |
128 |
2 |
1.6 |
Tricuspid + pulmonary |
10 |
1 |
10.0 |
Aortic + mitral + pulmonary |
2 |
0 |
0.0 |
Total |
3,404 |
269 |
7.9 |
Notes: Transcatheter procedures are excluded.
a Including Ross procedures.
Abbreviations: AV, aortic valve; PVR, pulmonary valve replacement.
Without ECC |
With ECC |
Total |
|||||
---|---|---|---|---|---|---|---|
n |
† |
n |
† |
n |
† |
% |
|
Aortic valve implantation |
20,567 |
350 |
71 |
21 |
20,638 |
371 |
1.8 |
Transvascular |
19,882 |
314 |
65 |
17 |
19,947 |
331 |
1.7 |
Transapical |
685 |
36 |
6 |
4 |
691 |
40 |
5.8 |
Mitral valve |
2,135 |
61 |
57 |
0 |
2,192 |
61 |
2.8 |
Repair |
1,843 |
46 |
49 |
0 |
1,892 |
46 |
2.4 |
Implantation |
292 |
15 |
8 |
0 |
300 |
15 |
5.0 |
Tricuspid valve |
880 |
10 |
2 |
0 |
882 |
10 |
1.1 |
Repair |
852 |
9 |
2 |
0 |
854 |
9 |
1.1 |
Implantation |
28 |
1 |
0 |
0 |
28 |
1 |
3.6 |
Aortic + mitral valve implantation |
15 |
0 |
0 |
0 |
15 |
0 |
0.0 |
Aortic valve implantation[a] + CABG |
13 |
4 |
11 |
3 |
24 |
7 |
29.2 |
Mitral valve implantation[b] + CABG |
0 |
0 |
1 |
0 |
1 |
0 |
0.0 |
Aortic + mitral valve + CABG |
0 |
0 |
0 |
0 |
0 |
0 |
– |
Total |
23,610 |
425 |
142 |
24 |
23,752 |
449 |
1.9 |
Abbreviations: CABG, coronary artery bypass grafting; ECC, extracorporeal circulation.
Note: Pulmonary valve implantation for CHD excluded.
a Femoral, subclavian, or transaortic access.
b Transvascular and transapical access.
In total, 78.6% of 36,872 CABG operations were performed as isolated procedures (n = 28.996), 11.5% (n = 4,243) combined with sAVR, and 4.8% (n = 1,770) with simultaneous mitral valve operations ([Table C1]). These numbers are in the range of previous years. [Table C2] provides an overview of the isolated CABG operations focused on the number of bypass grafts and indicates the corresponding unadjusted mortality rates for on- and off-pump surgery. The total number of isolated CABG procedures increased by 3.6%, and the subgroup without ECC increased to 7,598 (2022: 6,705). In addition, the unadjusted mortality rate of this subgroup was 1.5% (2022: 1.4%), independent of the number of grafts. Conversions from off- to on-pump CABG are not captured in the registry. The unadjusted mortality rate of all isolated CABG procedures was 2.4% in 2023 and therefore reached the best result within the last 10 years ([Fig. 2]).
Abbreviations: CABG, coronary artery bypass grafting; sAVR, surgical aortic valve replacements.
Abbreviations: CABG, coronary artery bypass grafting; ECC, extracorporeal circulation.
[Tables Con1] and [2] show data for congenital heart surgery procedures. In this subcategory, the total number (n = 5,449) shows a slight increase. Meanwhile, the unadjusted overall mortality rate changed to 2.2% ([Table Con1]) compared to 2.4% in 2022 (n = 5,343), and 2.1% in 2021 (n = 5,589).
Abbreviation: ECC, extracorporeal circulation.
Abbreviations: ASD, atrial septal defect; CHD, congenital heart disease; DORV, double outlet right ventricle; HLTx, heart–lung transplantation; HTx, heart transplantation; LTx, lung transplantation; PDA, patent ductus arteriosus; sAVR, surgical aortic valve replacement; TGA, transposition of great arteries; VSD, ventricular septal defect.
[Table Tx] shows a decrease of orthotopic heart transplantations by 10% from 356 in 2022 to 324 in 2023. An increase in organ donation can only be expected if the legal framework for organ donation in Germany would change.
Transplant |
n |
† |
% |
---|---|---|---|
HTx |
324 |
24 |
7.4 |
HLTx |
2 |
0 |
0.0 |
LTx[a] |
248 |
15 |
6.0 |
Abbreviations: HLTx, heart–lung transplantation; HTx, heart transplantation; LTx, lung transplantation.
Notes: All pediatric transplantations (demonstrated in Table Con2) are included in this table.
a 237 LTx without ECC included.
Eurotransplant report 2023: 325 HTx, 0 HTx + kidneyTx, 3 HTx + liverTx, 2 HLTx, 243 DLTx, 20 SLTx, 0 LTx + kidneyTx, and 1 LTx + liverTx.
[Tables Mis1] [2] to [3] demonstrate further compiled registry data under different aspects and for various categories, for example, aortic surgery. The number of permanent pacemaker and ICD procedures increased to 19,699, an increase of 5.8% (2022: 18,627) ([Fig. 11]). The unadjusted mortality rate for pacemaker procedures decreased to 0.7% (2022: 0.9%), while for ICD procedures it remained at 0.9% (2022: 0.9%) ([Table Mis2]). As expected, the highest mortality rates for CIED procedures were detected in the redo subgroup.
Procedures[a] |
With ECC |
Without ECC |
||||
---|---|---|---|---|---|---|
n |
† |
% |
n |
† |
% |
|
Supracoronary replacement of ascending aorta |
1,274 |
98 |
7.7 |
|||
Supracoronary ascending + aortic valve replacement |
1,389 |
46 |
3.3 |
|||
Infracoronary replacement of ascending aorta |
||||||
Mechanical aortic valve conduit |
311 |
13 |
4.2 |
|||
Biological aortic conduit |
1,033 |
79 |
7.6 |
|||
David procedure |
501 |
11 |
2.2 |
|||
Yacoub procedure |
120 |
3 |
2.5 |
|||
Other |
380 |
28 |
7.4 |
|||
Aortic arch replacement[b] |
2,883 |
352 |
12.2 |
|||
Replacement of descending aorta |
57 |
11 |
19.3 |
8 |
2 |
25.0 |
Thoraco-abdominal aortic replacement |
48 |
7 |
14.6 |
24 |
1 |
4.2 |
Endostent descending aorta |
3 |
1 |
33.3 |
784 |
40 |
5.1 |
Total |
7,999 |
649 |
8.1 |
816 |
43 |
5.3 |
Abbreviation: ECC, extracorporeal circulation.
Notes: All procedures involving aortic surgery are included in this table. Isolated aortic surgery and all possible combined procedures (e.g. additional coronary artery bypass grafting) are summarized in this category.
a Procedures for abdominal aortic diseases excluded: 428 abdominal procedures and 47 endovascular abdominal stents.
b All possible combined procedures included; the only common denominator is aortic arch surgery.
Abbreviations: ECC, extracorporeal circulation; ICD, implantable cardioverter defibrillator.
Note: 176 procedures are unspecified with regard to endocardiac/epicardiac ablation.
Compared to the data of previous years some expected changes can be seen on one hand, while several developments remained almost unchanged in 2023 on the other hand. The number of CABG procedures, isolated or combined, show comparable levels after a decline during the SARSCoV2- pandemic. The number of isolated heart valve procedures increased to 43,512 procedures (+ 13.0%) and thereby reached a higher level than before the pandemic ([Fig. 1]). However, unadjusted mortality rates for CABG, sAVR, and MV procedures vary slightly over the last decade, although CABG and sAVR reached the best results in 2023 ([Fig. 2]). While the age distribution of patients over the years continued to evolve toward a higher percentage of elderly patients (≥80 years) as well as a continuous increase of adults ≤ 69 years, this trend did not continue in 2023 and remained quite consistent compared to 2022 ([Fig. 3]). Presently, 30.5% of the cardiac procedures are performed in patients from 70 to 79 years of age, and 20.7% in octo-/nonagenarians. The relative amount of isolated off-pump CABG increased to 26.2% in 2023 (2022: 24.0%) ([Fig. 4]).








With regard to aortic valve prostheses distribution, in 90.0% (n = 7,687), sAVR was performed using a xenograft ([Fig. 5]), whereas in 10.0% (n = 855), a mechanical prosthesis was implanted: a consistent proportion over the past years. The unchanged development of transcatheter heart valve procedures in Germany led to a total of 23,752 reported procedures in 2023 ([Table V7]). Focusing on the distribution of aortic valve procedures for 2023, 20,638 (70.7%) TAVI and 8,552 (29.3%) sAVR were reported to the registry ([Fig. 6]). Since data were reported exclusively by departments for cardiac surgery, the registry cannot reach completeness for all TAVI procedures performed in Germany. On the basis of and in addition to the recommendations of international scientific guidelines on the management of valvular heart disease,[8] [9] [10] the German Federal Joint Committee (G-BA) implemented a quality assurance directive[11] for “minimally invasive heart valve interventions (TAVI, transcatheter mitral clip reconstruction)” in 2015. Further surveys for selected procedures, such as the legally compulsory quality assurance (§135a SGB V) or the voluntary nationwide German Aortic Valve Registry (GARY),[12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] provide important findings in addition to this registry and thus also contribute to an exceptional patient benefit. It is expected that the GARY will become part of the mandatory German Implant Registry from 2025.




In 2023, the rate of isolated mitral valve repairs remains almost unchanged on a level of 63.5% (2022: 64.7%) ([Fig. 7]). Based on the fact that all isolated mitral valve procedures regardless of the underlying mitral valve pathology or urgency of the operation are included, results cannot be compared to registry data published for isolated pathologies (such as degenerative mitral valve insufficiency).[34]


In 2023 almost half (43.7%; n = 2,346) of cardiac operations for CHD were performed in neonates/infants <1 year, 37.2% in children between 1 and 17 years and 19.1% in patients at least 18 years of age ([Fig. 8]). These numbers show a relatively steady level over the past decade. In this context, a potential bias cannot be excluded due to the fact that the survey systematics do not allow the clear assignment of all relevant procedures to the CHD category (e.g., aortic valve disease in patients > 18 years).


As shown in [Fig. 9], permanent ventricular assist device implantations increased by 14.9% compared to 2022. In addition, the total number of temporary circulatory support device implantations also increased by 6.2%, mainly attributed to the application of extracorporeal pumps without oxygenators ([Table AD]). The number of heart transplantations decreased to 324, a decline of 9.0% compared to the previous year ([Fig. 10]).


Abbreviations: ECLS, extracorporeal life support; ECMO, extracorporeal membrane oxygenation; IABP, intra-aortic balloon pump; LVAD/RVAD/BVAD, left/right/bi ventricular assist device; TAH, total artificial heart.


The distribution of procedures with/without ECC remained on a nearly stable level ([Fig. 11], [Table Mis2]).


Discussion
The registry of the DGTHG enables a comprehensive overview of all heart surgical procedures performed in German cardiac surgery departments. The accuracy of this registry remains high due to the implemented compilation algorithm using standardized operation coding as a relevant criterion for reimbursement purposes. This is supported by other authors who could demonstrate high accuracy for major outcome parameters in unaudited registries.[35] Considering the background of demographic evolvements, the population to be treated changes to patients at increased age combined with a higher proportion of related comorbidities and an accordingly complex perioperative risk profile.
Compared to 2022, the number of cardiac surgery procedures showed a steady state for isolated/combined CABG and a small increase of sAVR. Despite the demographic development of the German population, the rapid development of transcatheter procedures, and more restrictive recommendations for surgery in scientific guidelines,[10] [36] [37] a large volume increase is rather unlikely. The low level of heart transplantations as a result of donor shortage should trigger a political discussion with regard to regulation for organ transplantation in Germany.
Further improvements of the registry would be needed to allow for risk-adjusted data analyses and to inform about quality outcome data. In addition, An improved database should also allow for longitudinal follow-up.
Completeness, validity, and further progress depend on continued efforts and close collaboration of the DGTHG and all German cardiac surgical departments. This will continue to be of utmost importance to ensure patient safety and to provide evidence for the high quality of heart surgery in Germany.
Abbreviation
Conflict of Interest
None declared.
Acknowledgment
The German Society for Thoracic and Cardiovascular Surgery would like to thank all heads of the German cardiac surgical departments and their employees for their continued cooperation and support in realizing the annual update of this registry.
-
References
- 1 Rodewald G, Polonius MJ. Cardiac Surgery in the Federal Republic of Germany during 1978 and 1979. Thorac Cardiovasc Surg 1980; 28 (06) 373-377
- 2 Rodewald G, Kalmar P. Cardiac Surgery in the Federal Republic of Germany during 1984. Thorac Cardiovasc Surg 1985; 33 (06) 397-399
- 3 Kalmar P, Irrgang E. Cardiac surgery in the Federal Republic of Germany during 1988. Thorac Cardiovasc Surg 1989; 37 (03) 193-195
- 4 Kalmar P, Irrgang E. Cardiac surgery in the Federal Republic of Germany during 1989. A report by the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 1990; 38 (03) 198-200
- 5 Gummert JF, Funkat A, Beckmann A. et al. Cardiac surgery in Germany during 2009. A report on behalf of the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2010; 58 (07) 379-386
- 6
Beckmann A,
Funkat AK,
Lewandowski J.
et al.
Cardiac surgery in Germany during 2014. A report on behalf of the German Society for
Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2015; 63 (04) 258-269
MissingFormLabel
- 7 Beckmann A, Meyer R, Lewandowski J, Markewitz A, Blaßfeld D, Böning A. German Heart Surgery Report 2022: the Annual Updated Registry of the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2023; 71 (05) 340-355
- 8 Nishimura RA, O'Gara PT, Bavaria JE. et al. 2019 AATS/ACC/ASE/SCAI/STS Expert Consensus Systems of Care Document: a proposal to optimize care for patients with valvular heart disease: a joint report of the American Association for Thoracic Surgery, American College of Cardiology, American Society of Echocardiography, Society for Cardiovascular Angiography and Interventions, and The Society of Thoracic Surgeons. Ann Thorac Surg 2019; 107 (06) 1884-1910
- 9 Otto CM, Nishimura RA, Bonow RO. et al. 2020 ACC/AHA Guideline for the management of patients with valvular heart disease: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 2021; 143 (05) e72-e227
- 10 Vahanian A, Beyersdorf F, Praz F. et al; ESC/EACTS Scientific Document Group. 2021 ESC/EACTS Guidelines for the management of valvular heart disease. Eur Heart J 2022; 43 (07) 561-632
- 11 Richtlinie zu minimalinvasiven Herzklappeninterventionen, Richtlinie über Maßnahmen zur Qualitätssicherung bei der Durchführung von minimalinva-siven Herzklappeninterventionen gemäß § 136 Absatz 1 Satz 1 Nummer 2 für nach § 108 SGB V zugelassene Krankenhäuser MHI-RL, Gemeinsamer Bundesausschuss (G-BA). Accessed June 05, 2024 at: https://www.g-ba.de/richtlinien/84/
- 12 Beckmann A, Hamm C, Figulla HR. et al; GARY Executive Board. The German Aortic Valve Registry (GARY): a nationwide registry for patients undergoing invasive therapy for severe aortic valve stenosis. Thorac Cardiovasc Surg 2012; 60 (05) 319-325
- 13 Ensminger S, Fujita B, Bauer T. et al; GARY Executive Board. Rapid deployment versus conventional bioprosthetic valve replacement for aortic stenosis. J Am Coll Cardiol 2018; 71 (13) 1417-1428
- 14 Fujita B, Ensminger S, Bauer T. et al; GARY Executive Board. Trends in practice and outcomes from 2011 to 2015 for surgical aortic valve replacement: an update from the German Aortic Valve Registry on 42 776 patients. Eur J Cardiothorac Surg 2018; 53 (03) 552-559
- 15 Husser O, Fujita B, Hengstenberg C. et al; GARY Executive Board. Conscious sedation versus general anesthesia in transcatheter aortic valve replacement: the German Aortic Valve Registry. JACC Cardiovasc Interv 2018; 11 (06) 567-578
- 16 Werner N, Zahn R, Beckmann A. et al. Patients at intermediate surgical risk undergoing interventional or surgical aortic valve implantation for severe aortic stenosis: one year results from the German Aortic Valve Registry. Circulation 2018; 138: 2611-2623
- 17 Bekeredjian R, Szabo G, Balaban Ü. et al. Patients at low surgical risk as defined by the Society of Thoracic Surgeons Score undergoing isolated interventional or surgical aortic valve implantation: in-hospital data and 1-year results from the German Aortic Valve Registry (GARY). Eur Heart J 2019; 40 (17) 1323-1330
- 18 Fujita B, Schmidt T, Bleiziffer S. et al; GARY Executive Board. Impact of new pacemaker implantation following surgical and transcatheter aortic valve replacement on 1-year outcome. Eur J Cardiothorac Surg 2020; 57 (01) 151-159
- 19 Blumenstein J, Möllmann H, Bleiziffer S. et al. Transcatheter aortic valve implantation in nonagenarians: insights from the German Aortic Valve Registry (GARY). Clin Res Cardiol 2020; 109 (09) 1099-1106
- 20 Voigtländer L, Twerenbold R, Schäfer U. et al; GARY Executive Board. Prognostic impact of underweight (body mass index <20 kg/m2) in patients with severe aortic valve stenosis undergoing transcatheter aortic valve implantation or surgical aortic valve replacement (from the German Aortic Valve Registry [GARY]). Am J Cardiol 2020; 129: 79-86
- 21 Abdel-Wahab M, Fujita B, Frerker C. et al; GARY Executive Board. Transcatheter versus rapid-deployment aortic valve replacement: a propensity-matched analysis from the German Aortic Valve Registry. JACC Cardiovasc Interv 2020; 13 (22) 2642-2654
- 22 Färber G, Bleiziffer S, Doenst T. et al; GARY Executive Board. Transcatheter or surgical aortic valve implantation in chronic dialysis patients: a German Aortic Valve Registry analysis. Clin Res Cardiol 2021; 110 (03) 357-367
- 23 Mas-Peiro S, Faerber G, Bon D. et al; GARY-Executive Board. Impact of chronic kidney disease in 29 893 patients undergoing transcatheter or surgical aortic valve replacement from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2021; 59 (03) 532-544
- 24 Beyersdorf F, Bauer T, Freemantle N. et al; GARY Executive Board. Five-year outcome in 18 010 patients from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2021; 60 (05) 1139-1146
- 25 Piayda K, Bauer T, Beckmann A. et al. Procedural results of patients undergoing transcatheter aortic valve implantation with aortic annuli diameter ≥26 mm: insights from the German Aortic Valve Registry. Am J Cardiol 2022; 164: 111-117
- 26 Vogt F, Santarpino G, Fujita B. et al; GARY Executive Board. Surgical aortic valve replacement in patients aged 50–69 years-insight from the German Aortic Valve Registry (GARY). Eur J Cardiothorac Surg 2022; 62 (01) ezac286
- 27 Girdauskas E, Petersen J, Balaban Ü. et al. Outcomes of aortic valve repair: early results from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2022; 62 (04) 416
- 28 Jung C, Fujita B, Feldt K. et al. A novel model to predict 1-year mortality in elective transfemoral aortic valve replacement: the TAVR-risk score. J Invasive Cardiol 2022; 34 (11) E776-E783
- 29 Alushi B, Lauten A, Balaban U. et al. TAVI with or without predilation: trends from a large, propensity-score weighted German Aortic Valve Registry (GARY) population. J Invasive Cardiol 2022; 34 (12) E841-E849
- 30 Mas-Peiro S, Faerber G, Bon D. et al; GARY-Executive Board. Propensity matched comparison of TAVI and SAVR in intermediate-risk patients with severe aortic stenosis and moderate-to-severe chronic kidney disease: a subgroup analysis from the German Aortic Valve Registry. Clin Res Cardiol 2022; 111 (12) 1387-1395
- 31 Rudolph TK, Herrmann E, Bon D. et al. Comparison of contemporary transcatheter heart valve prostheses: data from the German Aortic Valve Registry (GARY). Clin Res Cardiol 2024; 113 (01) 75-85
- 32 Hohmann C, Pfister R, Frerker C. et al; GARY Executive Board. Direct oral anticoagulants versus vitamin K antagonist after transcatheter aortic valve implantation. Heart 2023; 109 (22) 1706-1713
- 33 Leha A, Huber C, Friede T. et al. Development and validation of explainable machine learning models for risk of mortality in transcatheter aortic valve implantation: TAVI risk machine scores. Eur Heart J Digit Health 2023; 4 (03) 225-235
- 34 Gammie JS, Zhao Y, Peterson ED, O'Brien SM, Rankin JS, Griffith BPJ. J. Maxwell Chamberlain Memorial Paper for adult cardiac surgery. Less-invasive mitral valve operations: trends and outcomes from the Society of Thoracic Surgeons Adult Cardiac Surgery Database. Ann Thorac Surg 2010; 90 (05) 1401-1408 , 1410.e1, discussion 1408–1410
- 35 Herbert MA, Prince SL, Williams JL, Magee MJ, Mack MJ. Are unaudited records from an outcomes registry database accurate?. Ann Thorac Surg 2004; 77 (06) 1960-1964 , discussion 1964–1965
- 36 Neumann FJ, Sousa-Uva M, Ahlsson A. et al; ESC Scientific Document Group. 2018 ESC/EACTS Guidelines on myocardial revascularization. Eur Heart J 2019; 40 (02) 87-165
- 37 Bundesärztekammer (BÄK). Kassenärztliche Bundesvereinigung (KBV), Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften (AWMF). Nationale VersorgungsLeitlinie Chronische KHK Version 6 (Veröffentlichung September 16, 2022). Accessed June 7, 2024 at: https://www.leitlinien.de/themen/khk/version-6
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Eingereicht: 30. Mai 2024
Angenommen: 31. Mai 2024
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30. Juli 2024
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-
References
- 1 Rodewald G, Polonius MJ. Cardiac Surgery in the Federal Republic of Germany during 1978 and 1979. Thorac Cardiovasc Surg 1980; 28 (06) 373-377
- 2 Rodewald G, Kalmar P. Cardiac Surgery in the Federal Republic of Germany during 1984. Thorac Cardiovasc Surg 1985; 33 (06) 397-399
- 3 Kalmar P, Irrgang E. Cardiac surgery in the Federal Republic of Germany during 1988. Thorac Cardiovasc Surg 1989; 37 (03) 193-195
- 4 Kalmar P, Irrgang E. Cardiac surgery in the Federal Republic of Germany during 1989. A report by the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 1990; 38 (03) 198-200
- 5 Gummert JF, Funkat A, Beckmann A. et al. Cardiac surgery in Germany during 2009. A report on behalf of the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2010; 58 (07) 379-386
- 6
Beckmann A,
Funkat AK,
Lewandowski J.
et al.
Cardiac surgery in Germany during 2014. A report on behalf of the German Society for
Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2015; 63 (04) 258-269
MissingFormLabel
- 7 Beckmann A, Meyer R, Lewandowski J, Markewitz A, Blaßfeld D, Böning A. German Heart Surgery Report 2022: the Annual Updated Registry of the German Society for Thoracic and Cardiovascular Surgery. Thorac Cardiovasc Surg 2023; 71 (05) 340-355
- 8 Nishimura RA, O'Gara PT, Bavaria JE. et al. 2019 AATS/ACC/ASE/SCAI/STS Expert Consensus Systems of Care Document: a proposal to optimize care for patients with valvular heart disease: a joint report of the American Association for Thoracic Surgery, American College of Cardiology, American Society of Echocardiography, Society for Cardiovascular Angiography and Interventions, and The Society of Thoracic Surgeons. Ann Thorac Surg 2019; 107 (06) 1884-1910
- 9 Otto CM, Nishimura RA, Bonow RO. et al. 2020 ACC/AHA Guideline for the management of patients with valvular heart disease: a report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 2021; 143 (05) e72-e227
- 10 Vahanian A, Beyersdorf F, Praz F. et al; ESC/EACTS Scientific Document Group. 2021 ESC/EACTS Guidelines for the management of valvular heart disease. Eur Heart J 2022; 43 (07) 561-632
- 11 Richtlinie zu minimalinvasiven Herzklappeninterventionen, Richtlinie über Maßnahmen zur Qualitätssicherung bei der Durchführung von minimalinva-siven Herzklappeninterventionen gemäß § 136 Absatz 1 Satz 1 Nummer 2 für nach § 108 SGB V zugelassene Krankenhäuser MHI-RL, Gemeinsamer Bundesausschuss (G-BA). Accessed June 05, 2024 at: https://www.g-ba.de/richtlinien/84/
- 12 Beckmann A, Hamm C, Figulla HR. et al; GARY Executive Board. The German Aortic Valve Registry (GARY): a nationwide registry for patients undergoing invasive therapy for severe aortic valve stenosis. Thorac Cardiovasc Surg 2012; 60 (05) 319-325
- 13 Ensminger S, Fujita B, Bauer T. et al; GARY Executive Board. Rapid deployment versus conventional bioprosthetic valve replacement for aortic stenosis. J Am Coll Cardiol 2018; 71 (13) 1417-1428
- 14 Fujita B, Ensminger S, Bauer T. et al; GARY Executive Board. Trends in practice and outcomes from 2011 to 2015 for surgical aortic valve replacement: an update from the German Aortic Valve Registry on 42 776 patients. Eur J Cardiothorac Surg 2018; 53 (03) 552-559
- 15 Husser O, Fujita B, Hengstenberg C. et al; GARY Executive Board. Conscious sedation versus general anesthesia in transcatheter aortic valve replacement: the German Aortic Valve Registry. JACC Cardiovasc Interv 2018; 11 (06) 567-578
- 16 Werner N, Zahn R, Beckmann A. et al. Patients at intermediate surgical risk undergoing interventional or surgical aortic valve implantation for severe aortic stenosis: one year results from the German Aortic Valve Registry. Circulation 2018; 138: 2611-2623
- 17 Bekeredjian R, Szabo G, Balaban Ü. et al. Patients at low surgical risk as defined by the Society of Thoracic Surgeons Score undergoing isolated interventional or surgical aortic valve implantation: in-hospital data and 1-year results from the German Aortic Valve Registry (GARY). Eur Heart J 2019; 40 (17) 1323-1330
- 18 Fujita B, Schmidt T, Bleiziffer S. et al; GARY Executive Board. Impact of new pacemaker implantation following surgical and transcatheter aortic valve replacement on 1-year outcome. Eur J Cardiothorac Surg 2020; 57 (01) 151-159
- 19 Blumenstein J, Möllmann H, Bleiziffer S. et al. Transcatheter aortic valve implantation in nonagenarians: insights from the German Aortic Valve Registry (GARY). Clin Res Cardiol 2020; 109 (09) 1099-1106
- 20 Voigtländer L, Twerenbold R, Schäfer U. et al; GARY Executive Board. Prognostic impact of underweight (body mass index <20 kg/m2) in patients with severe aortic valve stenosis undergoing transcatheter aortic valve implantation or surgical aortic valve replacement (from the German Aortic Valve Registry [GARY]). Am J Cardiol 2020; 129: 79-86
- 21 Abdel-Wahab M, Fujita B, Frerker C. et al; GARY Executive Board. Transcatheter versus rapid-deployment aortic valve replacement: a propensity-matched analysis from the German Aortic Valve Registry. JACC Cardiovasc Interv 2020; 13 (22) 2642-2654
- 22 Färber G, Bleiziffer S, Doenst T. et al; GARY Executive Board. Transcatheter or surgical aortic valve implantation in chronic dialysis patients: a German Aortic Valve Registry analysis. Clin Res Cardiol 2021; 110 (03) 357-367
- 23 Mas-Peiro S, Faerber G, Bon D. et al; GARY-Executive Board. Impact of chronic kidney disease in 29 893 patients undergoing transcatheter or surgical aortic valve replacement from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2021; 59 (03) 532-544
- 24 Beyersdorf F, Bauer T, Freemantle N. et al; GARY Executive Board. Five-year outcome in 18 010 patients from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2021; 60 (05) 1139-1146
- 25 Piayda K, Bauer T, Beckmann A. et al. Procedural results of patients undergoing transcatheter aortic valve implantation with aortic annuli diameter ≥26 mm: insights from the German Aortic Valve Registry. Am J Cardiol 2022; 164: 111-117
- 26 Vogt F, Santarpino G, Fujita B. et al; GARY Executive Board. Surgical aortic valve replacement in patients aged 50–69 years-insight from the German Aortic Valve Registry (GARY). Eur J Cardiothorac Surg 2022; 62 (01) ezac286
- 27 Girdauskas E, Petersen J, Balaban Ü. et al. Outcomes of aortic valve repair: early results from the German Aortic Valve Registry. Eur J Cardiothorac Surg 2022; 62 (04) 416
- 28 Jung C, Fujita B, Feldt K. et al. A novel model to predict 1-year mortality in elective transfemoral aortic valve replacement: the TAVR-risk score. J Invasive Cardiol 2022; 34 (11) E776-E783
- 29 Alushi B, Lauten A, Balaban U. et al. TAVI with or without predilation: trends from a large, propensity-score weighted German Aortic Valve Registry (GARY) population. J Invasive Cardiol 2022; 34 (12) E841-E849
- 30 Mas-Peiro S, Faerber G, Bon D. et al; GARY-Executive Board. Propensity matched comparison of TAVI and SAVR in intermediate-risk patients with severe aortic stenosis and moderate-to-severe chronic kidney disease: a subgroup analysis from the German Aortic Valve Registry. Clin Res Cardiol 2022; 111 (12) 1387-1395
- 31 Rudolph TK, Herrmann E, Bon D. et al. Comparison of contemporary transcatheter heart valve prostheses: data from the German Aortic Valve Registry (GARY). Clin Res Cardiol 2024; 113 (01) 75-85
- 32 Hohmann C, Pfister R, Frerker C. et al; GARY Executive Board. Direct oral anticoagulants versus vitamin K antagonist after transcatheter aortic valve implantation. Heart 2023; 109 (22) 1706-1713
- 33 Leha A, Huber C, Friede T. et al. Development and validation of explainable machine learning models for risk of mortality in transcatheter aortic valve implantation: TAVI risk machine scores. Eur Heart J Digit Health 2023; 4 (03) 225-235
- 34 Gammie JS, Zhao Y, Peterson ED, O'Brien SM, Rankin JS, Griffith BPJ. J. Maxwell Chamberlain Memorial Paper for adult cardiac surgery. Less-invasive mitral valve operations: trends and outcomes from the Society of Thoracic Surgeons Adult Cardiac Surgery Database. Ann Thorac Surg 2010; 90 (05) 1401-1408 , 1410.e1, discussion 1408–1410
- 35 Herbert MA, Prince SL, Williams JL, Magee MJ, Mack MJ. Are unaudited records from an outcomes registry database accurate?. Ann Thorac Surg 2004; 77 (06) 1960-1964 , discussion 1964–1965
- 36 Neumann FJ, Sousa-Uva M, Ahlsson A. et al; ESC Scientific Document Group. 2018 ESC/EACTS Guidelines on myocardial revascularization. Eur Heart J 2019; 40 (02) 87-165
- 37 Bundesärztekammer (BÄK). Kassenärztliche Bundesvereinigung (KBV), Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften (AWMF). Nationale VersorgungsLeitlinie Chronische KHK Version 6 (Veröffentlichung September 16, 2022). Accessed June 7, 2024 at: https://www.leitlinien.de/themen/khk/version-6





















