Can Karate be a Safe and Effective Activity during a Cardiac Rehabilitation in Patients with Heart Failure and Reduced Ejection Fraction? The Karead Protocol (KAREAD: Karate and Readaptation Study)

Can Karate be a Safe and Effective Activity during a Cardiac Rehabilitation in Patients with Heart Failure and Reduced Ejection Fraction? The Karead Protocol (KAREAD: Karate and Readaptation Study)

 

DUC Philippe*, ILIOU Marie-Christine1, DUC Bich-Vân, LAMAR-TANGUY Aurelia1, LEDRU Jean-François1, Nicolae DUMITRESCU, Maxime FUMERY, ANTAKLY-HANON Yara3, GARCON Philippe3, STANDISH Brigitte2, MOEUF Yoann2, JAGU Annabelle2, CARBONNIER Antoine2, PARPAILLON Julie, KOMAJDA Michel2, CADOR Romain2.

 

  1. Cardiovascular Rehabilitation center, Groupe Hospitalier Paris Saint Joseph, 185 rue Raymond Losserand, 75014 Paris, France.
  2. Department of Cardiology, Groupe Hospitalier Saint Joseph, Paris, 185 rue Raymond Losserand, 75014 Paris, France.

 

*Correspondence to: Philippe DUC, Réadaptation cardiaque, Groupe Hospitalier Saint Joseph, Paris, 185 rue Raymond Losserand, 75014 Paris, France.

 

Copyright.

© 2025 Philippe DUC, This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Received: 30 Dec 2023

Published: 16 Apr 2025


Can Karate be a Safe and Effective Activity during a Cardiac Rehabilitation in Patients with Heart Failure and Reduced Ejection Fraction? The Karead Protocol (KAREAD: Karate and Readaptation Study)

Introduction

In various heart diseases like coronary heart disease or heart failure, cardiac rehabilitation decreases recurrent myocardial infarction, re-hospitalisation and improves quality of life 1–4 and is recommended in the European and American guidelines in coronary and CHF patients 5,6..

In heart failure numerous studies have showed the beneficial effects of cardiac rehabilitation and exercice training 7–12 in reduced ejection or preserved ejection fraction 13 and in elderly patients 14 .

The benefits of cardiac rehabilitation in congestive heart failure are multiple. Improvements of peak and submaximale exercise capacity, cardiorespiratory fitness, quality of life were proved 10,14–17 .

In terms of mortality exercise-based cardiac rehabilitation may make little or non difference in all cause mortality in short term (less than 12 months) and slight reduction in all-cause mortality in medium term (> 12 months), RR 0.88, 95% CI 0.75-1.02, hospital admission for heart failure are globally reduced 17.

The endurance physical activities proposed for cardiac rehabilitation (CR) widely use mainly training on cyclo-ergometers or treadmill with various intensities, duration, endurance and types: resistance training depending of the countries 18.

For the last 50 years even though biking, running and different forms of physical exercises are currently used several attempts have been made to propose new types of exercises.

If we focus on the different types of activities proposed in cardiac rehabilitation centers very few have been studied.

Several studies were performed to study the effects of Yoga in coronary artery disease. After myocardial infarction yoga included in a 12 weeks rehabilitation programme has an additive effect in improving baroreflex sensitivity and dampening blood pressure variability 19 but failed to show benefits in terms of major adverse cardiovascular events, self rated health, tobacco cessation or medication adherence but did show a greater return to pre-infarct activities 20. After coronary artery bypass in a randomized clinical trial with patients aged 35-65 year old, and a left ventricular ejection fraction > 30%, yoga shown a statistical improvement in ejection fraction, lipidic profile in particular a reduction in LDL, anxiety, quality of life questionaire, body mass index

21. The yoga protocol consisted in physical exercices, mental and emotionnal exercices to reach a control of mind modification based on yoga Chitta Vritti Nirodhah through “effortless blissful inner awarenesss”. Another large randomized study including 3,959 patients after an acute coronary syndrome was conducted in 24 medical centers in India 20. The patients were randomized between a Yoga-Care program and an enhanced standard of care. The Yoga–Care program involved 13 direct contact sessions over 12 weeks with the first session delivered within 2 weeks of the cardiac event. Yoga consisted gentle yoga exercises (breath control, meditation, relaxation) followed by discussions to improve lifestyle and psychosocial concerns. The trial did have 2 primary outcomes: occurrence of major adverse cardiovascular events (MACE) composite of all-cause mortality, myocardial infarction, stroke or emergency cardiovascular hospitalization and self-rated health at 12 weeks. The mean age was 53.4 ± 10.9 years with 86 %o of male, the follow-up was of 21.6 months. The MACE occurred in 6.7 % (131) patients in the Yoga-Care group and 7.4 % (146) patients in the enhanced standard care group (HR 0.9, 95 CI 0.71-1.15, p=0.41, figure 2) Self-rated health was 77 in the yoga-Care group and 75.7 in the other group (fig. 2).

Th return to pre-infarct activities score (reintegration to normal living index) at 12 week was 88.3 in the yoga- care group and 87.0 in the enhanced standard care group (difference in mean in favor of yoga-care group: 1.3, 95% CI 0.06-2.54, p=0.039). No difference in serious adverse events was reported between the two groups. This trial was the first large study showing that yoga was safe and effective in improving quality of life, return to pre-infarct activities after myocardial infarction. There was less major adverse cardiovascular in the yoga group but the study lacked statistical power to show a difference due to a lower rate of events than expected. Waltz dance for chronic heart failure patients was studied in a randomized study 22. The patients were randomized between a classical rehabilitation programme and waltz dance practiced three times a week for 8 weeks at a level of 70% of peak of V02. At the completion of the study period V02, VE/VC02 slope, V02/W slope, endothelium-dependant relaxation, HDL and triglycerides were improved signicantly in both groups but there was no statistical difference between the two groups for ejection fraction measured by echocardiography. This study showed that waltz dancing was as effective as the classical aerobic exercice for the peak of VO2, VO2 at the anaerobic threshold, VE/VCO2 slope. There was a higher adherence with dancing than with traditional exercice training.

Tai chi 23 has been also studied in heart failure patients comparing tai chi twice a week in a center and a recommended three times/week at home versus a control group with a classic rehabilitation program. The patients had an average age of 64 ± 13 year, left ventricular ejection fraction (LVEF) of 23 ± 7%, an average class II of NYHA. At the end of the 12 week study there was a non significant improvement in the primary end point of the peak of V02 in the tai-chi group (10.5 ± 3 then 11.4 ± 3 versus 11.1 ± 6 then 10.4 ± 6 in the control group, P = 0.08). Inversely there was a statistical improvement for the quality of life assessed with the Minnesota Living with heart failure (-25 points), an increase of the 6 min walk test (135 m, P = 0,001), a decrease of the natriuretic peptides (BNP – 138 pg/ml, p=003. It has to be noticed that there were only 15 patients in each group, that the tai chi method included slow motion movements corresponding to a moderate physical activity of 2-4 Mets and meditation. These elements may explain the non-statistical improvement of the primary end-point. Interestingly as that all secondary end-points showed benefits with tai chi this activity might be relevant or an alternative in some patients for whom running or biking is awkward.

Current physical activities in cardiac rehabilitation could be considered boring and there is a real need to find attractive and effective physical activities. These new activities may be added to current physical activities or may replace them based on medical decisions or patient  preference.

Karate is a widespread martial art activity with 10 million licence holders worldwide and we guess that this activity might be implemented in many countries and cardiac rehabilitation centres. We hypothesized that soft karate training would be at least as effective as conventional CR programs with dedicated program for patients with heart failure.

Methods

This is a two-centre study, the cardiac rehabilitation centre at the Saint Joseph Hospital, Paris, France and the other at the Corentin Celton Hospital, Issy les Moulineaux, France.

The patients included were those referred for cardiac rehabilitation and the selection criteria were as follows: age more than 18 years old, congestive heart failure with reduced left ventricular ejection fraction (≤ 40%). The exclusion criteria were non-French speaking, no medical insurance.

The primary outcome was maximal oxygen consumption (VO2) during a cardiopulmonary exercise test performed to exhaustion at the end of the study.

The secondary outcomes were quality of life as assessed by a visual analogue scale, the Kansas City Questionnaire on Heart Failure (KCCQ-12), emotional status as assessed by the Depression and Anxiety Scale -21 (DASS-21), patient satisfaction as assessed by a Likert scale, patient compliance with the protocol, key ventilatory parameters (VE/VCO2, QR, ventilatory reserve, etc).

The patients had undergone a cardiac screening to determine: date of birth, sex, body weight, height, aetiology of congestive heart failure, treatment, blood pressure, electrocardiogram, echocardiography with basic measurements (telediastolic and telesystolic volume and diameter of the left ventricle, ejection fraction), treadmill exercise with a protocol adapted to the patient, usually the Bruce protocol, biology (Na, K, creatinine, NT-proBNP). The quality of life questionnaires were completed during the first consultation.

At the end of the cardiac rehabilitation program another check-up was performed except the echocardiography (blood pressure, heart rate, treadmill exercise … , QOL life questionnaires and the Likert scale of satisfaction were completed).

The patients completed a program of 40 sessions of one hour, one session per day, 5 days a week.

After cardiac screening patients were assigned by randomisation to receive either conventional cardiac rehabilitation or karate.

In the conventional group, exercise consisted of one hour of exercise per day (30 minutes of cycling or running at their first threshold determined at the initial cardiopulmonary test and 30 minutes of gymnastics). Resistance training which is now recommended for the training of CHF patients was not mandatory in our protocol in any group. The karate training used in our protocol included only dynamic exercises without specific muscle strengthening.

Interventions

Karate can be declined in fighting or kata which is a succession of codified movements (kick, punch, defense) mimicking stylish fights. Obviously for patients we did not include fights or kata but usual training without fights and potential harmful contacts. We have focused on movements that strengthen muscles and build endurance.

Several series of movements were performed during each session of one hour.

Kicking exercises: mae geri gedan (kick) on the spot to test balance or on the move for balance control with variation of intensity low level (Jefferson Bavarois) and higher level (Seisuke Adanaiya).

  1. Kiba dachi position (rider's stance), Placement of feet, knees and pelvis, Placement of head and shoulders, Shoulder relaxation exercise. Tsuki in this position requires patients to be low on their knees to more or less perform an isometric exercise for the lower limbs.
  2. Shiko dachi or kiba dachi position (arching position) - static vertical movement
  3. Shiko dachi or kiba dachi position - lateral movement in yori ashi (chassed steps). Back muscle strengthening + abdominal breathing
  4. Kiba dachi position 2 sets of back-strengthening exercises, arms straight and arms bent
  5. Kiba dachi position. series of tsukis chudan (sternum-high punches) with varying speed and intensity 6 Kick exercises :

Isa Geri : knee kick mae geri gedan (kick) on the spot to test balance, mae geri on the move to check balance - intensity variation

Combination of previous exercises : position control + tsukis + kicks

Face to face : game in which the patient tries to touch the other patient's knee.

When cycling and running are used in CR, it is easy to have a programme adapted to each patient. On the contrary, in our study, because karate is done in groups of about 10-14 people, we had to develop a strategy for the weakest and the strongest in the group. If the level of exercise is adapted for the weakest, it will not be beneficial for the strongest. Conversely, if it is adapted to the strongest, it would be too hard and discouraging for the weakest. To solve this problem, it was necessary to ask the karate teacher to perform repetitions of the same exercise several times to obtain an exhaustion of the strongest in the group (for example, sery of the same exercise 5 times repeated 8 times). During this lapse of time if the weakest stopped for instance at the second sery he was sollicited to perform another sery as soon as he could).

 

Statistical Analysis

The first patient was enrolled in September 2019 and the last in March 2022. The enrolment period was longer than expected, mainly due to the SARS-COV 2 pandemic, which led to two lock-outs and the closure of outpatient rehabilitation centres, and scared patients away from all hospital activities.

The primary endpoint was assessed following the assumption of non-inferiority, using the non-inferiority confidence interval method as recommended in the CONSORT Statement. If the upper limit of the confidence interval did not exceed the non-inferiority limit of 2 ml/kg/min, we will conclude that the karate strategy is non-inferior compared to the reference strategy. If the Karate strategy is demonstrated to be non-inferior, the superiority hypothesis will be tested.

All the secondary endpoints will be compared between the two strategies according to standard tests: Student's t-test for continuous variables, and Chi-2 test for categorical variables, or their non-parametric equivalents. The statistical analysis plan does not include a provision for correcting for multiplicity when conducting tests for secondary or other outcomes. Therefore results will be reported as mean between group differences with their 95% confidence interval.

A p-value of less than 0.05 is considered significant. Statistical analyses will be done with R, version 4.2.2 ((R Project for Statistical Computing).

Based on preliminary testing and published studies, it is planned to have 100 completed patients to have the correct power of the study.

It is amazing to see how the role of physical activity in heart disease has evolved since the 19th century. For coronary artery disease, patients were required to stay in bed for at least 6 weeks and return to ordinary life postponed as long as possible 24,25even though the risk of deep venous thrombosis and pulmonary embolism were known 26. Usual physical activities as walkun up stairs were prohibited for up to 12 months after myocardial infarction 27. Later, in the 1950s, a new option appeared, the chair therapy, the possibility for patients to stay in a chair was proposed for 1-2 h per day 28 with an improvement physically and mentally 28. A few decades later, 4 weeks after a heart attack, it was allowed to walk for 3 to 5 minutes a day, and these two measures met with strong resistance from the medical community.

It is in the 70-80s that slight physical activities were proned.

You can see how far we have come in less than a century, from bed rest for several weeks to the suggestion that patients with severe heart failure and low ejection fraction might practise karate. Results of the karead study are expected in 2025.

 

Acknowledgements

Special thanks to the karate team : Masters Seisuke Adaniya, Adaniya Kenji et Adaniya Chantal, Laetitia Guyon, Yumi Nishiguchi, Olivier Fiardo, Roger Itier, Kitchot Nithiyananthan, Jefferson Bavarois.

Thanks to Gilles Chatellier head of statistic department, to the Association Cardiologique d’Ile de France and his president Dr Patrick Assyag, the secretary Nathalie Broquet who have fully support this study.

Funding

This work was supported by the Association Cardiologique d’Ile de France

Conflicts of Interest

No conflict of interest.

 

References

  1. Puymirat E, Bonaca M, Iliou MC, Tea V, Ducrocq G, Douard H, Labrunee M, Plastaras P, Chevallereau P, Taldir G, Bataille V, Ferrières J, Schiele F, Simon T, Danchin N. Outcome associated with prescription of cardiac rehabilitation according to predicted risk after acute myocardial infarction: Insights from the FAST- MI registries. Arch Cardiovasc Dis 2019.
  2. Shields GE, Wells A, Doherty P, Heagerty A, Buck D, Davies LM. Cost-effectiveness of cardiac rehabilitation: A systematic review. Heart.
  3. Dibben GO, Dalal HM, Taylor RS, Doherty P, Tang LH, Hillsdon M. Cardiac rehabilitation and physical activity: Systematic review and meta-analysis. Heart.
  4. Mehra VM, Gaalema DE, Pakosh M, Grace SL. Systematic review of cardiac rehabilitation guidelines: Quality and scope. European Journal of Preventive Cardiology.
  5. Heidenreich PA, Bozkurt B, Aguilar D, Allen LA, Byun JJ, Colvin MM, Deswal A, Drazner MH, Dunlay SM, Evers LR, Fang JC, Fedson SE, Fonarow GC, Hayek SS, Hernandez AF, Khazanie P, Kittleson MM, Lee CS, Link MS, Milano CA, Nnacheta LC, Sandhu AT, Stevenson LW, Vardeny O, Vest AR, Yancy CW. 2022 AHA/ACC/HFSA Guideline for the Management of Heart Failure: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation.
  6. McDonagh TA, Metra M, Adamo M, Gardner RS, Baumbach A, Böhm M, Burri H, Butler J, Celutkiene J, Chioncel O, Cleland JGF, Coats AJS, Crespo-Leiro MG, Farmakis D, Gilard M, Heymans S. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. European Heart Journal.
  7. O’connor CM, Whellan DJ, Lee KL, Keteyian SJ, Cooper LS, Ellis SJ, Leifer ES, Kraus WE, Kitzman DW, Blumenthal JA, Rendall DS, Nancy P-C, Miller H, Fleg JL, Schulman KA, Mckelvie RS, Zannad F, Piñ IL. Efficacy and Safety of Exercise Training in Patients With Chronic Heart Failure HF-ACTION Randomized Controlled Trial.
  8. Flynn KE, Pina IL, Whellan DJ, Lin L, Blumenthal JA, Ellis SJ, Fine LJ, Howlett JG, Keteyian SJ, Kitzman DW, Kraus WE, Miller NH, Schulman KA, Spertus JA, O’Connor CM, Weinfurt KP. Effects of exercise training on health status in patients with chronic heart failure: HF-ACTION randomized controlled trial. Jama.
  9. Taylor RS, Long L, Mordi IR, Madsen MT, Davies EJ, Dalal H, Rees K, Singh SJ, Gluud C, Zwisler AD. Exercise-Based Rehabilitation for Heart Failure: Cochrane Systematic Review, Meta-Analysis, and Trial Sequential Analysis. JACC Heart Fail 2019;7:691–705.
  10. Piepoli MF, Davos C, Francis DP, Coats AJ. Exercise training meta-analysis of trials in patients with chronic heart failure (ExTraMATCH). Bmj.
  11. Fukuta H, Goto T, Wakami K, Kamiya T, Ohte N. Effects of exercise training on cardiac function, exercise capacity, and quality of life in heart failure with preserved ejection fraction: a meta-analysis of randomized controlled trials. Heart Failure Reviews.
  12. Santos F V., Chiappa GR, Ramalho SHR, Lima ACGB de, Souza FSJ de, Cahalin LP, Durigan JLQ, Castro I de, Cipriano G. Resistance exercise enhances oxygen uptake without worsening cardiac function in patients with systolic heart failure: a systematic review and meta-analysis. Heart Failure Reviews.
  13. Dieberg G, Ismail H, Giallauria F, Smart NA. Clinical outcomes and cardiovascular responses to exercise training in heart failure patients with preserved ejection fraction: A systematic review and meta-analysis. Journal of Applied Physiology.
  14. Kitzman DW, Whellan DJ, Duncan P, Pastva AM, Mentz RJ, Reeves GR, Nelson MB, Chen H, Upadhya B, Reed SD, Espeland MA, Hewston L, O’Connor CM. Physical Rehabilitation for Older Patients Hospitalized for Heart Failure. New England Journal of Medicine 2021;385:203–216.
  15. Taylor RS, Davies EJ, Dalal HM, Davis R, Doherty P, Cooper C, Holland DJ, Jolly K, Smart NA. Effects of exercise training for heart failure with preserved ejection fraction: A systematic review and meta-analysis of comparative studies. International Journal of Cardiology.
  16. Edelmann F, Gelbrich G, Düngen H-D, Fröhling S, Wachter R, Stahrenberg R, Binder L, Töpper A, Lashki DJ, Schwarz S, Herrmann-Lingen C, Löffler M, Hasenfuss G, Halle M, Pieske B. Exercise Training Improves Exercise Capacity and Diastolic Function in Patients With Heart Failure With Preserved Ejection Fraction Results of the Ex-DHF (Exercise training in Diastolic Heart Failure) Pilot Study. 2011.
  17. Long L, Mordi IR, Bridges C, Sagar VA, Davies EJ, Coats AJS, Dalal H, Rees K, Singh SJ, Taylor RS. Exercise-based cardiac rehabilitation for adults with heart failure. Cochrane Database of Systematic Reviews.
  18. Price KJ, Gordon BA, Bird SR, Benson AC. A review of guidelines for cardiac rehabilitation exercise programmes: Is there an international consensus? Eur J Prev Cardiol 2016;23:1715–1733.
  19. Christa E, Srivastava P, Chandran DS, Jaryal AK, Yadav RK, Roy A, Deepak KK. Effect of Yoga-Based Cardiac Rehabilitation on Heart Rate Variability: Randomized Controlled Trial in Patients Post-MI. Int J Yoga Therap 2019;29.
  20. Prabhakaran D, Chandrasekaran AM, Singh K, Mohan B, Chattopadhyay K, Chadha DS, Negi PC, Bhat P, Sadananda KS, Ajay VS, Singh K, Praveen PA, Devarajan R, Kondal D, Soni D, Mallinson P, Manchanda SC, Madan K, Hughes AD, Chathurvedi N, Roberts I, Ebrahim S, Reddy KS, Tandon N, Pocock S, Roy A, Kinra S, Chand Manchanda S, Vamadevan S A, Reddy KS, Bhatnagar D, Chaturvedi V, Perel P, Poulter N, Harikrishnan S, Pandey RM, Banerjee A, Gill P, Chadha DS, Bardoloi N, Chand Negi P, Asotra S, Bhat P, Nanjappa MC, Prasad MR, Sarma R, Natrajan KU, Swaminathan S, Tongia RK, Natarajan S, Rao B, Narasimhan C, Abdullakutty J, Mallya S, Jain AR, Naik SR, Desai N, Kumar S, Patil S, Patil S, Chandra S, Madappa NU. Yoga-Based Cardiac Rehabilitation After Acute Myocardial Infarction: A Randomized Trial. J Am Coll Cardiol 2020;75:1551–1561.
  21. Raghuram N, Parachuri VR, Swarnagowri M V., Babu S, Chaku R, Kulkarni R, Bhuyan B, Bhargav H, Nagendra HR. Yoga based cardiac rehabilitation after coronary artery bypass surgery: One-year results on LVEF, lipid profile and psychological states - A randomized controlled study. Indian Heart J 2014.
  22. Belardinelli R, Lacalaprice F, Ventrella C, Volpe L, Faccenda E. Waltz dancing in patients with chronic heart failure: new form of exercise training. Circ Heart Fail 2008.
  23. Yeh GY, Wood MJ, Lorell BH, Stevenson LW, Eisenberg DM, Wayne PM, Goldberger AL, Davis RB, Phillips RS. Effects of Tai Chi mind-body movement therapy on functional status and exercise capacity in patients with chronic heart failure: A randomized controlled trial. American Journal of Medicine 2004.
  24. Parkinson J, Evan Bedford D. CARDIAC INFARCTION AND CORONARY THROMBOSIS. The Lancet 1928;211.
  25. Braunwald E. Evolution of the management of acute myocardial infarction: A 20th century saga. Lancet.
  26. Dock W. The evil sequelae of complete bed rest. J Am Med Assoc 1944;125.
  27. Certo CM. History of cardiac rehabilitation. Physical Therapy.
  28. Levine SA. The myth of strict bed rest in the treatment of heart disease. Am Heart J 1951;42.
antarmuka fokus mahjong daya pengguna aktifaws grid serasi mahjong dasar tahapan terjagaaws jejak mekanisme mahjong arah fase lanjutanaws kajian wild berantai mahjong interaktif analitisaws kesesuaian persentase layanan mahjong seluler lanceraws pendalaman persentase mahjong gerak wild mutakhircorak langka mahjong tumbuh perlahan berubahgerak mahjong adaptasi mekanisme pemakai sekarangnalar scatter mahjong malam putaran ekstratempo mahjong kaitan mekanisme keadaan terkinialur permainan mahjong cepat scatter wilddalam hitungan detik scatter wild mahjongmenyatukan naluri pola scatter hitam mahjongmomen mahjong permainan berbalik arahmomen singkat mahjong dinamika permainanperpaduan insting pola scatter hitam momentperubahan drastis mahjong ways scatter wildscatter wild mahjong datang polasekejap berubah scatter wild mahjong wayssensasi baru mahjong lebih scatter wildenergi scatter emas irama reel mahjongevolusi reel mahjong balutan mistisintervensi cepat emas momentum lamakemunculan mendadak naga emas mahjongketika scatter naga emas aktif mahjongnaga emas muncul arah spin mahjongnaga emas ritme mahjong ways berubahrahasia rtp tinggi balik scatter hitamsaat scatter naga emas alih irama reelscatter hitam kunci lonjakan rtp mahjonge5 scatter wild memberikan sentuhan baru di setiap spin mahjong ways 2e5 scatter wild menghidupkan suasana permainan mahjong ways 2e5 scatter wild mengubah pola permainan mahjong ways 2 secara signifikane5 setiap putaran mahjong ways 2 terasa berbeda dengan scatter wilde5 strategi adaptif berbasis analisis rtp hariane5 strategi berbasis data dan algoritma untuk analisis momentume5 strategi berkembang berkat data rtp hariane5 strategi memahami algoritma untuk mengidentifikasi momentum ideale5 strategi membaca pola algoritma demi menangkap momentum optimale5 strategi modern mengandalkan evaluasi rtp hariane5 strategi responsif dengan dukungan evaluasi rtp hariane5 strategi terukur dengan analisis rtp hariane5 struktur scatter dan wild terlihat jelas berkat analisis sistem moderne5 tanpa disadari kombinasi ini sering mengarah ke scatter di mahjong wins 3e5 teknik evaluasi algoritma untuk mendapatkan momentum yang tepate5 teknik observasi sistem untuk analisis momentum yang lebih presisie5 terungkap formasi ini sering jadi awal munculnya scatter di mahjong wins 3e5 transformasi digital rtp live berkat artificial intelligence inovatife5 transformasi ritme mahjong ways 2 dipicu oleh kekuatan scatter wilde5 wajib tahu pola tersembunyi ini sering menghasilkan scattere5 applee5 bananae5 candye5 doge5 eaglee5 falcone5 geminie5 horsee5 indiae5 japananalisa pola mahjong ways rutinanalisis kinerja heuristik variansi gameanalisis pola mahjong ways hariananalisis pola mahjong ways kebiasaanera baru mahjong wins bonus optimalgebrakan bonus mahjong wins mekanisme efisieninsight pola mahjong ways rutinkajian pola mahjong ways rutinkomparasi heuristik variansi game digitalledakan bonus mahjong wins sistem efektifmahjong wins bonus sistem generasi baruobservasi pola mahjong ways harianpendekatan algoritma heuristik variansi gameperbandingan model heuristik variansi gamerahasia bonus mahjong wins sistem cerdasrangkuman pola mahjong ways harianringkasan pola mahjong ways harianstudi pola mahjong ways hariantinjauan heuristik variansi game digitaltinjauan pola mahjong ways harianalur sombol mahjong kemunculan scatterdari rtp mahjong bermain lebih efektifjejak scatter mahjong putaran tenangkejutan scatter wild simbol mahjong arahkemunculan simbol ganda membuat mahjongketika grid mahjong scatter semakin dekatketika rtp mahjong pola mulai lebih jelasketika scatter wild ritme simbol mahjongketika scatter wild titik sesi mahjong waysketika susunan simbol mahjong ritme scattermemahami rtp mahjong cara bermain lebihpergerakan simbol mahjong scatter wildpergeseran mahjong ketika scatter hadirsaat rtp mahjong terbaca baik strategisaat scatter hadir simbol mahjong bergeserscatter wild dinamika simbol mahjongstabilitas putaran mahjong pola scattersusunan baru reel mahjong scatter emassusunan mahjong wins mengandung scattersusunan simbol mahjong diam pola scatterrm menguak keunikan mahjong wins sudut pandang teknisrm cara memahami pergerakan mahjong ways tenaga ekstrarm mahjong wins standar baru industri hiburan digitalrm rahasia ketahanan mahjong ways eksis gempuran gamerm pentingnya memahami transisi level mahjong wins mendalamrm strategi mengatur tempo mahjong ways kendali permainanrm peran kecerdasan buatan mekanisme mahjong wins adilrm alasan keberhasilan mahjong ways mencuri perhatian analisrm mempelajari struktur dasar mahjong wins efisiensi putaranrm inovasi desain mahjong ways kesan bermain responsifrm teknik observasi mahjong wins jarang dibahas dampakrm cara mempertahankan fokus dinamika mahjong ways cepatrm eksplorasi fitur tersembunyi mahjong wins ritme terbaikrm mahjong ways integrasi teknologi modern keamanan nyamanrm analisis faktor pendukung mahjong wins digemari generasirm langkah efektif menyesuaikan perubahan sistem mahjong waysrm mengintip proses pengembangan mahjong wins kualitas penggunarm analisis data membantu membaca arah mahjong waysrm menemukan titik temu insting logika mahjong winsrm transformasi besar mahjong ways menghadirkan tantangan menarikmengungkap simbol langka nasib drastismisteri besar kombinasi simbol langkamisteri simbol langka keberuntungan besarsimbol langka misterius ubah hiduprahasia simbol langka nasib cepattransformasi bonus mahjong wins sistem efektifmahjong wins suguhkan bonus sistem modernsuguhan bonus efisien mahjong winsefektivitas sistem bonus mahjong winsmahjong wins hadirkan bonus sistem optimaloke76cincinbetaqua365slot gacorstc76samurai76TOBA1131samurai76 login