Beyond the Ridge: Exploring Fingerprints to Determine the Predominant Pattern in the Pakistani Population
Beyond the Ridge: Fingerprints to Determine the Predominant Pattern
DOI:
https://doi.org/10.54393/pjhs.v6i6.3233Keywords:
Fingerprint Symmetry, Gender, Dominant Hand, Consanguinity, Ethnicity, Biometric PatternsAbstract
Fingerprint patterns are widely used in forensic science due to their uniqueness and permanence. While pattern types like loops, whorls, and arches are well studied, fingerprint symmetry and its association with genetic and demographic factors remain underexplored in the Pakistani population. Objectives: To assess the distribution of fingerprint patterns and evaluate their symmetry by gender, age, ethnicity, region, hand dominance, and parental consanguinity. Methods: A cross-sectional study was conducted at Sahara Medical College, Narowal, from June to November 2021. Fingerprints from 110 participants were collected using the rolled ink method and categorized using the Henry Classification System. Fingerprint symmetry was evaluated by comparing matching fingers on both hands. Chi-square tests and Cramér’s V were used to analyzed associations. Results: Loops were the most frequent pattern, followed by whorls and arches. Symmetry was present in 45.5% of participants, while 54.5% were asymmetrical. Symmetry was significantly associated with gender (p=0.037), dominant hand (p=0.001), consanguinity (p<0.001), age group (p=0.003), region (p<0.001), and ethnicity (p<0.001). No significant link was found between symmetry and pattern type. Conclusions: It was concluded that fingerprint symmetry is influenced by several demographic and genetic factors. These findings support the need for population-specific biometric research and may contribute to forensic, genetic, and anthropological applications.
References
Sahu G and Rao R. Unparalleled Identification: The Science of Fingerprints in Forensics. International Journal of Scientific Research and Technology. 2025 Jan; 3(01). doi: 10.59828/ijsrmst.v3i5.208. DOI: https://doi.org/10.59828/ijsrmst.v3i5.208
Ametefe DS, Sarnin SS, Ali DM, Muhamad WN, Ametefe GD, John D et al. Enhancing fingerprint authentication: a systematic review of liveness detection methods against presentation attacks. Journal of the Institution of Engineers (India): Series B. 2024 Oct; 105(5): 1451-67. doi: 10.1007/s40031-024-01066-3. DOI: https://doi.org/10.1007/s40031-024-01066-3
Ametefe DS, Sarnin SS, Ali DM, Ametefe GD, John D, Hussin N. Advancements and challenges in fingerprint presentation attack detection: a systematic literature review. Neural Computing and Applications. 2024 Dec: 1-23. doi: 10.1007/s00521-024-10423-8. DOI: https://doi.org/10.1007/s00521-024-10423-8
Natarajan SK, Rathinasabapathy R, AR A, Chandra V, Deepa D. Fingerprint Revelation: Unveiling the Brilliance of Biometric Identity with SpatioTemporalNet. International Journal of Intelligent Engineering and Systems. 2025 Jan; 18(1). doi: 10.22266/ijies2025.0229.32. DOI: https://doi.org/10.22266/ijies2025.0229.32
Shilina S. Delving into the Past, Pondering the Present, and Probing Cultural Nuances: The Multifaceted Exploration of Biometric Identity Verification. Paradigm Research Institute. 2024.
Nair MM and Likitha S. Pattern Recognition in Fingerprint and DNA Analysis. In Forensic Intelligence and Deep Learning Solutions in Crime Investigation. 2025: 207-240. doi: 10.4018/979-8-3693-9405-2.ch011. DOI: https://doi.org/10.4018/979-8-3693-9405-2.ch011
Thute PP, Padole SV, Bakane BC, Bakane AB. Dermatoglyphic Patterns in Undergraduate Medical Students and their Association with Academic Performance: A Cross-sectional Study. Journal of Clinical and Diagnostic Research. 2024 Feb; 18(2). doi: 10.7860/JCDR/2024/68107.18998. DOI: https://doi.org/10.7860/JCDR/2024/68107.18998
Kapoor N, Badiye A, Mishra SD. Fingerprint analysis for the determination of hand origin (right/left) using the axis slant in whorl patterns. Forensic Sciences Research. 2022 Jun; 7(2): 285-9. doi: 10.1080/20961790.2020.1794362. DOI: https://doi.org/10.1080/20961790.2020.1794362
Maity D and Roy S. A Study of Finger and Palm Print Patterns of the Lodha Population of West Medinipur, West Bengal, India. Man in India. 2024; 104(3 and 4): 233-42.
Singh A, Sarkar N, Sam G, Sahoo N, Mohanty B, Mailankote S et al. Evaluation of Dermatoglyphic Patterns between Two Different Ethnic Populations: A Comparative Study. World. 2024 Feb; 15(2): 151. doi: 10.5005/jp-journals-10015-2383. DOI: https://doi.org/10.5005/jp-journals-10015-2383
Iqbal F, Alam N, Yasmin RS, Khattak MA, Farid N, Aziz I. Pattern of Fingerprints and Its Association with Gender among Medical Students of Peshawar Medical College: Fingerprint patterns and gender association. Pakistan Journal of Health Sciences. 2024 Jun: 114-7. doi: 10.54393/pjhs.v5i06.1667. DOI: https://doi.org/10.54393/pjhs.v5i06.1667
Rastogi A, Bashar MA, Sheikh NA, Bashar MA. Relation of Primary Fingerprint Patterns with Gender and Blood Group: A Dermatoglyphic Study from a Tertiary Care Institute in Eastern India. Cureus. 2023 May; 15(5). doi: 10.7759/cureus.38459. DOI: https://doi.org/10.7759/cureus.38459
Aziz I, Tanoli AA, Rasheed A, Ullah F, Irshad N, Samad A. Assessing the Relationship between Fingerprints and Lip Prints Patterns with Gender and Blood Group at a Tertiary Care Hospital. Annals of Punjab Medical College. 2023 Dec; 17(4): 558-61. doi: 10.29054/apmc/2023.1285. DOI: https://doi.org/10.29054/apmc/2023.1285
Zeeshan RM, Ahmad R, Junaid M, Ahmad A, Rasheed A, Zafar M. Dermatoglyphics and Their Association with Gender and Blood Group in Medical Students at Islam Medical and Dental College: Dermatoglyphics Association with Gender and Blood Group in Medical Students. Pakistan Journal of Health Sciences. 2024 Dec: 93-7. doi: 10.54393/pjhs.v5i12.2400. DOI: https://doi.org/10.54393/pjhs.v5i12.2400
Buzdar ZA, Mirza M, Serwer A, Fazli MA, Munir F. Analysis of fingerprint patterns in relation to abo blood groups: A comparative study. In Medical Forum Monthly. 2024 Jan: 35(1). doi:
Rivaldería N, Moreno-Piedra A, Álvarez A, Gutiérrez-Redomero E. Study of the fingerprints of a Spanish sample for the determination of the hand and finger. Science and Justice. 2024 Mar; 64(2): 216-31. doi: 10.1016/j.scijus.2024.01.005. DOI: https://doi.org/10.1016/j.scijus.2024.01.005
Gavrilova ML, Anzum F, Hossain Bari AS, Bhatia Y, Iffath F, Ohi Q et al. A multifaceted role of biometrics in online security, privacy, and trustworthy decision making. In Breakthroughs in digital biometrics and forensics 2022 Oct: 303-324. doi: 10.1007/978-3-031-10706-1_14. DOI: https://doi.org/10.1007/978-3-031-10706-1_14
Al Habsi T, Al Khabori H, Al Qasmi S, Al Habsi T, Al Mushaiqri M, Das S et al. The association between fingerprint patterns and blood groups in the Omani population. Arab Gulf Journal of Scientific Research. 2023 Jul; 41(3): 283-92. doi: 10.1108/AGJSR-10-2022-0223. DOI: https://doi.org/10.1108/AGJSR-10-2022-0223
Patra M, Mahapatra N, Behura SS, Bhuyan L, Girish MS, Samir PV et al. Gender determination from ridges using dermatoglyphics techniques. Bioinformation. 2024 Sep; 20(9): 1008. doi: 10.6026/9732063002001008. DOI: https://doi.org/10.6026/9732063002001008
Singh DV, Kumar DK, Singh DK, Pal DG. Dactylography-Clinical profiling of medical students. International Journal of Life Sciences Biotechnology Pharma Research. 2024 Jun; 13(6): 157-62. doi: 10.69605/ijlbpr_13.6.30. DOI: https://doi.org/10.69605/ijlbpr_13.6.30
Rane ME and Bhadade US. Multimodal score level fusion for recognition using face and palmprint. International Journal of Electrical Engineering and Education. 2025 Jan; 62(1): 37-55. doi: 10.1177/0020720920929662. DOI: https://doi.org/10.1177/0020720920929662
Shah SA. Forensic Fingerprints: An Evidential Clue for Police Officers in Forensic Investigation in Khyber Pakhtunkhwa, Pakistan. Pakistan Journal of Criminal Justice. 2024 Sep; 4(2): 46-60.
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