DNA Romance predicts "Chemistry" online using the DRom 1.0 algorithm. This algorithm assesses 100 specific markers within your DNA, focusing on genes proven to be involved in attraction and reproduction. Studies have shown that people with varied DNA markers in the Major Histocompatibility Complex (MHC) tend to find each other's scent appealing and often enjoy more durable romantic relationships.
DNA Romance también pronostica compatibilità della personalità, Utilizzando tipi di personalità derivati da test psicometrici, e consente agli utenti di valutare. 'interessi comuni condivisi utilizzando filtri' 'e'. attrazione fisica Basato sulle fotografie della loro partita. DNA Romance. second genetic algorithm DRom 2.0 Utilizza un modello di intelligenza artificiale addestrato con marcatori DNA rilevanti per prevedere con elevata precisione i tratti fenotipici. DRom 2.0 integra DNA Romance's. meccanismo di verifica del profilo che presenta molteplici livelli di controlli che aiutano a indicare meglio l'autenticità del profilo utente.
Esplora il nostro
valutazione della compatibilità della personalità
inspired by the renowned Jung/Myers-Briggs 16 personality types. Developed over a century ago by Swiss psychiatrist Dr. Carl Jung and further refined by Isabel Briggs Myers and Katherine Briggs, this psychometric test has stood the test of time. Recognized as the Myers-Briggs Type Indicator®, it's widely used in organizational psychology.
DNA Romance utilizes this personality compatibility algorithm to predict potential connections between both singles and couples. DNA Romance's algorithms strategically assign higher compatibility scores to similar personality types, and lower scores to those that may conflict.
DNA Romance predicts "Chemistry" using DRom 1.0, an algorithm that analyses Single Nucleotide Polymorphisms (SNPs) confirmed to influence relationship choice in several independent studies. Here we present just a few of the research papers we evaluated in order to develop DRom 1.0 .
Dandine-Roulland C, Laurent R, Dall'Ara I, Toupance B e Chaix R (2019) Evidenza genomica per l'accoppiamento disassortativo del MHC negli esseri umani.. Proc. R. Soc. B 286: 20182664.
*** This study on major histocompatibility complex (MHC) and mate choice in humans suggests that while couples in Northern Europe tend to exhibit MHC-dissimilarity, potentially indicative of a biological influence on mate choice, social and/or cultural factors in other regions, like Israel, may override or obscure such biologically-driven mating preferences.
Birnbaum GE, Zholtack K, Mizrahi M & Ein-Dor T (2019) La pillola amara: la cessazione dei contraccettivi orali aumenta l'attrattiva di compagni alternativi.. Evolutionary Psychological Science 5: 276–285.
*** I contraccettivi ormonali alterano le preferenze delle donne per i compagni verso uomini più premurosi, ma smettere di usarli riporta queste preferenze, aumentando l'attrazione verso uomini più geneticamente compatibili, specialmente durante le fasi di alta fertilità, potenzialmente motivando la ricerca di compagni alternativi.
Wedekind C (2019) A predicted interaction between odour pleasantness and intensity provides evidence for major histocompatibility complex social signalling in women. Proc. R. Soc. B 285: 20172714.
*** Il documento descrive la connessione tra il Complesso Maggiore di Istocompatibilità (MHC) e le preferenze olfattive negli esseri umani, dibattendo le precedenti scoperte e analizzando come la rasatura delle ascelle e altri fattori possano influenzare la percezione dell'odore corporeo e il suo legame con il MHC, con una rianalisi dei dati passati che rivela come la piacevolezza e l'intensità dell'odore possano interagire con la dissimilarità del MHC nell'influenzare la segnalazione sociale attraverso il profumo, implicando una relazione sfumata tra MHC, percezione dell'odore e comunicazione sociale.
Wu K, Chen C, Moyzis RK, Nuno M, Yu Z and Greenberger E (2018) More than skin deep: Major histocompatibility complex (MHC)-based attraction among Asian American speed-daters. Evolution and Human Behavior 39(4):447-456.
*** In un contesto di speed-dating, le donne, ma non gli uomini, hanno mostrato preferenze per i partner basate sulla complementarietà del Complesso Maggiore di Istocompatibilità (MHC) attraverso l'analisi degli SNP, con diversi SNP che influenzano l'attrazione in modo direzionale in base alla vicinanza ai geni HLA principali, e gli indici basati sull'MHC hanno avuto un'influenza comparabile agli attributi di personalità autodichiarati nella previsione delle offerte per un secondo appuntamento per entrambi i generi.
Henningsson S, Hovey D, Vass K, Walum H, Sandnabba K, Santtila P, Jern P, Westberg L (2017) A missense polymorphism in the putative pheromone receptor gene VN1R1 is associated with sociosexual behavior. Transl Psychiatry 7(4):e1102.
*** Lo studio trova una significativa associazione tra un polimorfismo nel gene VN1R1, correlato al recettore umano vomeronasale di tipo 1 (parte del sistema che media gli effetti delle feromoni), e il comportamento socio-sessuale nelle donne, in particolare riguardo agli incontri di una notte, suggerendo che il chemosignaling potrebbe svolgere un ruolo nella modulazione delle interazioni sociali umane.
Burger D, Meuwly C, Marti E, Sieme H, Oberthür M, Janda J, Meinecke-Tillmann S e Wedekind C. (2017) Preferenze correlate al MHC nelle cavalle in diestro (Equus caballus). Proc. R. Soc. B 284: 20171314.
*** This study investigated the influence of the Major Histocompatibility Complex (MHC) genes and testosterone levels on female horse mating preferences, finding that mares demonstrated elevated interest towards MHC-dissimilar stallions during their diestrous phase (non-reproductive period), but other non-MHC linked male characteristics, possibly like physical attributes or behavioral cues, could override MHC influences during their estrous (reproductive) phase, with the context and cycle phase being pivotal in mate choice.
Sherlock JM, Sidari MJ, Harris EA, Barlow FK, Zietsch BP (2016) Testing the mate-choice hypothesis of the female orgasm: disentangling traits and behaviours . Socioaffect Neurosci Psychol. 6:31562.
*** Lo studio suggerisce che le donne sperimentino frequenze orgasmiche variabili con diversi partner, con quelli che inducono tassi di orgasmo più elevati che vengono percepiti come più umoristici, creativi, calorosi, fedeli e di migliore odore, e che siano anche più attenti alla soddisfazione sessuale del loro partner, supportando parzialmente l'ipotesi della scelta del compagno dell'orgasmo femminile che lo considera come un potenziale meccanismo per selezionare compagni di alta qualità.
Kromer J, Hummel T, Pietrowski D, Giani AS, Sauter J, Ehninger G, Schmidt AH, Croy I (2016) Influencia del HLA en la pareja humana y la satisfacción sexual. Sci Rep. 6:32550.
*** The study indicates that in humans, HLA (a genetic component of the immune system) dissimilarity can influence mate selection and sexual satisfaction, potentially through the detection of olfactory cues related to genetic compatibility, similarly to mechanisms observed in other animals, promoting genetic diversity and resilience in offspring.
Wlodarski R. and Dunbar RIM. (2015) What’s in a Kiss? The Effect of Romantic Kissing on Mate Desirability . Evol Psychol. ; 12(1): 178–199.
*** This study found that perceived romantic kissing ability affects evaluations of potential mates, increasing desirability particularly for women in casual sex contexts, and while visual cues can override the impact of kissing-related information in certain mating scenarios, the influence of attractive visual information appears more potent for men than for women, alluding to the multifaceted role of kissing in human mate selection.
Burger D, Dolivo G, Marti E, Sieme H e Wedekind C. (2015) Il tipo di complesso maggiore di istocompatibilità femminile influisce sui livelli di testosterone maschile e sul numero di spermatozoi nel cavallo (Equus caballus).. Proc. R. Soc. B 282: 20150407.
*** This study examines how the Major Histocompatibility Complex (MHC) influences male reproductive strategies in horses. The research revealed that when stallions were exposed to females with dissimilar MHC types, they exhibited higher testosterone levels and produced a larger number of sperm per ejaculate compared to when they were exposed to MHC-similar mares, highlighting that MHC-linked signals can indeed impact male reproductive physiology.
Christakis NA and Fowler JH (2014) 'Amicizia e selezione naturale'. PNAS 111: 10796–10801.
*** The study demonstrates that humans tend to form friendships with individuals who have similar genotypes—akin to the level of fourth cousins—across the entire genome, and while certain genotypes are positively correlated (homophilic), others are negatively correlated (heterophilic) among friends, with particular gene sets related to olfactory and immune system playing a role in friendship formation, proposing that friends might act as "functional kin" in humans.
Laurent R and Chaix R (2012) MHC-dependent mate choice in humans: Why genomic patterns from the HapMap European American dataset support the hypothesis BioEssays. 34(4):267-276
*** This study provides evidence supporting MHC-dependent mate choice in humans by analyzing genomic patterns.
Lie HC, Simmons LH and Rhodes G (2010) Genetic dissimilarity, genetic diversity, and mate preferences in humans. Evolution and Human Behavior 31: 8–58.
*** This study explores the influence of genetic factors, particularly the major histocompatibility complex (MHC), on mate preferences in humans, discovering that males tend to prefer MHC-dissimilar females in both short-term and long-term mating contexts, while genetic diversity impacts both male and female partner preferences to enhance genetic diversity in offspring.
Lie HC, Rhodes G and Simmons LH (2010) Is genetic diversity associated with mating success in humans? Animal Behaviour 79(4):903-909.
*** This study indicates that in humans, particularly females, genetic diversity, especially within the major histocompatibility complex (MHC), is associated with greater human mating success, while no significant association was found in males.
Chaix R, Cao C, and Donnelly P (2008) Is Mate Choice in Humans MHC-Dependent? PLOS Genetics 4(9).
*** The study indicates that while European Americans show evidence of MHC-disassortative mating patterns, this pattern varies across populations, suggesting MHC's influence on mate choice can be context-dependent and potentially shaped by various factors.
Schwensow N, Fietz J, Dausmann K, Sommer S (2008) MHC-associated mating strategies and the importance of overall genetic diversity in an obligate pair-living primate . Evol Ecol. (22) 617-636
*** The study explores mate choice in the fat-tailed dwarf lemur, finding females prefer males with greater MHC-genetic diversity and lower MHC overlap as both social partners and genetic fathers, supporting genetic incompatibility, highlighting a complex interplay of "good-genes-as-heterozygosity" and "disassortative mating" hypotheses in primate mating strategies.
Wedekind C (2007) The Major Histocompatibility Complex and Perfumers’ Descriptions of Human Body Odors Evolutionary Psychology.5(2): 330-343
*** This experiment reveals a connection between the Major Histocompatibility Complex (MHC) and the verbal descriptions of human body odors by professional perfumers, suggesting MHC influence on human olfactory perception and possibly, mate selection, given the MHC's critical role in immune system functioning and previously noted impact on body odor and mate choice.
Garver-Apgar CE, Gangestad SW, Thornill R, Miller RD and Olp JJ (2006) Major histocompatibility complex alleles, sexual responsivity, and unfaithfulness in romantic couples Psychol Sci, 17(10): 830-835.
*** In the context of romantic couples, the study finds that as the proportion of shared Major Histocompatibility Complex (MHC) alleles increases, women’s sexual responsivity to their partners decreases and they report more extra-pair sexual partners, suggesting that MHC-dissimilarity might play a role in sexual attraction and partner selection, potentially driven by underlying genetic and reproductive strategies to enhance offspring immunocompetence by maintaining genetic diversity.
Roberts CE, Gosling LM, Carter V and Petrie M (2006) MHC-correlated odour preferences in humans and the use of oral contraceptives Proc. R. Soc. B 275, 2715–2722
*** This study investigates how oral contraceptives influence women's preferences for certain male odours, which are known to be influenced by genes in the Major Histocompatibility Complex (MHC). Previous research has indicated that female preference for MHC-dissimilar male odour may function to increase offspring heterozygosity or minimize inbreeding. Interestingly, it has also been suggested that women using oral contraceptives tend to prefer the scent of MHC-similar males, which runs contrary to this logic. The study utilized a longitudinal design to test women before and after initiating contraceptive pill use. While there were no significant changes in preferences between MHC-similar and MHC-similar men during the follicular cycle phase in general, it did unearth that single women tended to prefer the odour of MHC-similar men, whereas women in relationships leaned towards the odour of MHC-dissimilar men. This latter finding aligns with established preferences in romantic contexts.
Wedekind C (2006) The Intensity of Human Body Odors and the MHC: Should We Expect A Link ? Evolutionary Psychology. 4:85-94
Pause BM, Krauel K, Schrader C, Sojka B, Westphal E, Mu¨ller-Ruchholtz W, and Ferstl R. (2006) The human brain is a detector of chemosensorily transmitted HLA-class I-similarity in same- and opposite-sex relations Proc. R. Soc. B (2006) 273, 429–437
*** This study reveals that humans subconsciously detect and respond to body odors from individuals with similar HLA (Human Leucocyte Antigen) genetic markers, which might play a critical role in social interactions and mate selection by acting as subtle social signals within both same-sex and opposite-sex relationships.
Study content goes here
Martins Y, Preti G, Crabtree CR, Runyan T, Vainius AA and Wysocki CJ (2005) Preference for Human Body Odors Is Influenced by Gender and Sexual Orientation . Psychological Science, 16(9) 694-702
Horton R, Wilming L, Rand V, Lovering RC, Bruford EA, Khodiyar VK, Lush MJ, Povey S, Talbot CC Jr, Wright MW, Wain HM, Trowsdale J, Ziegler A, Beck S (2004) Gene map of the extended human MHC. Nat Rev Genet 5(12):889-899
*** This paper provides a comprehensive gene map of the human MHC, a pivotal region in the vertebrate genome for infection and autoimmunity due to its essential role in both adaptive and innate immunity, highlighting its significant content related to paralogy, polymorphism, immune functionality, and its association with various diseases, providing a comprehensive view stemming from the assimilation of data from several large-scale studies.
Jacob S, McClitock MK, Zelano B and Ober C (2002) Paternally inherited HLA alleles are associated with woman’s choice of male odour . Nature Genetics, 30:175-179
*** The study found that women prefer the body odor influenced by a single variance in HLA (human MHC) allele, with a woman's capacity to distinguish and prefer certain odors notably being based on HLA alleles inherited from her father and not her mother; this suggests that paternally inherited HLA-associated odors influence odor preference and might function as social cues, even despite a milieu of potential odors derived from a variety of genetic and cultural factors.
Milinski M and Wedekind C (2001) Evidence for MHC-correlated perfume preference in humans . Behavioural Ecology 12(2):140-149
*** The study explores the relationship between HLA types (specifically HLA-A, -B, -DR) and their ratings of various scents for personal use, with certain HLA types (e.g., HLA-A2) showing consistent scent preferences. However, when it came to preferences for a partner's scent, the correlation was largely insignificant, aligning with the hypothesis that individuals select perfumes for personal use to possibly enhance or amplify their own immunogenetic revealing body odors, rather than to alter the perceived scents of their partners.
Wedekind C, Seebeck T, Bettens F And Paepke AJ (1995) MHC-dependent mate preferences in humans. Proc.R.Soc.Lond.B. 260:245-249.
*** This study found that people tend to prefer the body odors of potential mates who have different immune system genes than their own, but this preference changes for women on birth control.
MHC similarity between couples is known to cause issues with family planning, here are some of the peer-reviewed papers describing the role of MHC similarity and human reproduction .
* found that sperm viability was associated with partners' HLA dissimilarity, indicating that cervical mucus may mediate post-copulatory selection based on genetic compatibility.
Jokiniemi A, Magris M, Ritari J, Kuusipalo L, Lundgren T, Partanen J and Kekäläinen J (2020) Post-copulatory genetic matchmaking: HLA-dependent effects of cervical mucus on human sperm function Proc Biol Sci., doi: 10.1098/rspb.2020.1682. Epub 2020 Aug 19.Mosaad YM, Abdel-Dayem Y, El-Deek BS and El-Sherbini SM (2011) Association between HLA-E *0101 homozygosity and recurrent miscarriage in Egyptian women . Scand J Immunol. 2011 Aug;74(2):205-9. doi: 10.1111/j.1365-3083.2011.02559.x.
Mora-Sánchez A, Aguilar-Salvador D, Nowak I (2019) Towards a gamete matching platform: using immunogenetics and artificial intelligence to predict recurrent miscarriage NPJ Digit Med Mar 7;2:12. doi: 10.1038/s41746-019-0089-x
Meuleman T, Lashley LE, Dekkers OM, van Lith J, Claas FH and Bloemenkamp KW (2015) HLA associations and HLA sharing in recurrent miscarriage: A systematic review and meta-analysis Hum Immunol. May;76(5):362-73. doi: 10.1016/j.humimm.2015.02.004.
Shankarkumar U, Pawar A, Gaonkar P, Parasannavar D, Salvi V, and Ghosh K (2008) HLA allele associations in idiopathic recurrent spontaneous abortion patients from India J Hum Reprod Sci. 2008 Jan;1(1):19-24. doi: 10.4103/0974-1208.39592.
* describe the relationship between HLA similarity at individual alleles, as well as HLA haplotypes as indicators for increased risk of fetal loss among Hutterite couples .
Ober C (1999) Studies of HLA, fertility and mate choice in a human isolate . Hum Reprod Update 5(2):103-107.
* results of a 10 year study that demonstrated increased fetal loss rates among Hutterite couples matching for HLA antigens .
Ober C, Hyslop T, Elias S, Weitkamp LR, Hauck WW (1998) Human leukocyte antigen matching and fetal loss: results of a 10 year prospective study Human Reproduction, Volume 13, Issue 1, Jan 1998, Pages 33–38
* demonstrated increased rates of recurrent spontaneous abortion among Hutterite couples matching for HLA-DQA1 alleles
Ober., Steck., Ven., Billstrand., Messer., Kwak., Beaman., Beer (1993) MHC class II compatibility in aborted fetuses and term infants of couples with recurrent spontaneous abortion Journal of Reproductive Immunology, Volume 25, Issue 3, December 1993, Pages 195-207
Lok C (2012) Career development: What's your type ? Nature, 488: 545-547
L'articolo mette in evidenza l'utilizzo del Myers-Briggs Type Indicator e di test di personalità simili nell'assistere gli scienziati a migliorare le loro soft skills e a orientare le loro carriere, fornendo informazioni sui loro tratti della personalità, che possono informare le loro strategie di comunicazione, leadership e lavoro di squadra all'interno degli ambienti professionali.
Keirsey D and Bates M (1984) Por favor, entiéndeme II (3ª ed). Promethius Nemesis Book Co., Del Mar, CA.
Please Understand Me" è un libro di psicologia scritto da David Keirsey e Marilyn Bates che utilizza un questionario di autovalutazione, il Keirsey Temperament Sorter, per categorizzare gli individui in uno dei sedici tipi di personalità e quattro tipi di temperamento più ampi (Artigiano, Guardiano, Razionale e Idealista), offrendo ai lettori una comprensione dei loro schemi comportamentali e dei valori fondamentali, mentre si basa e semplifica le teorie psicologiche e gli indicatori di tipo precedenti, in particolare il Myers-Briggs Type Indicator.
Myers IB, McCaulley MH, Quenk NL, and Hammer AL (1998) MBTI Manual: A Guide to the Development and Use of the Myers-Briggs Type Indicator, Third Edition. Consulting Psychologists Press.
Il Manuale MBTI®, terza edizione, funge da guida completa, dettagliando lo sviluppo, l'applicazione e l'interpretazione dello strumento Myers-Briggs Type Indicator®, fornendo informazioni approfondite sulla teoria, l'affidabilità e la validità dello strumento e offrendo approfondimenti sui 16 tipi di personalità che identifica, tutti scritti da esperti leader nel campo del tipo psicologico, Isabel Briggs Myers, Mary H. McCaulley, Naomi L. Quenk e Allen L. Hammer.
Myers IB, McCaulley MH, Quenk NL, and Hammer AL (1985) Manual, un guía para el desarrollo y uso del indicador de tipo Myers-Briggs.. Consultoría Prensa de Psicólogos
The 1985 edition, 'Manual: A Guide to the Development and Use of the Myers-Briggs Type Indicator,' introduces and elucidates the Myers-Briggs Type Indicator (MBTI®), designed to render C. G. Jung's psychological type theory comprehensible and applicable in daily life, underlining the principle that behavioral variations, while seemingly sporadic, are consistently orderly, deriving from intrinsic differences in individuals’ preferred use of perception and judgment.
Myers IB (1962) Manual, a guide to the development and use of the Myers-Briggs type indicator. Consulting Psychologists Press .
Il manuale del 1962 per l'Indicatore dei Tipi di Myers-Briggs fornisce approfondimenti e linee guida esaustive per l'implementazione della teoria dei tipi psicologici di C. Jung, affermando che le variazioni comportamentali sono sistematiche e coerenti a causa delle preferenze percettive e giudiziarie di base, mirando a sfruttare tali preferenze attraverso autovalutazioni per determinare i tipi psicologici individuali, consentendo così l'applicazione pratica e la ricerca sui loro effetti sulle reazioni, le motivazioni, i valori e le capacità.
Jung CG (1923) Psychological types: or the psychology of individuation. Oxford, England: Harcourt, Brace.
Tipi Psicologici" di Carl Gustav Jung, pubblicato per la prima volta nel 1923, introduce la teoria psicologica fondamentale della tipologia, presentando un quadro che cerca di spiegare le diverse e apparentemente casuali differenze nella personalità attraverso una teoria sistematica e ordinata, proponendo che le variazioni fondamentali nel comportamento umano sorgano a causa di differenze innate nella preferenza di come gli individui utilizzano le loro funzioni cognitive di percezione e giudizio, gettando le basi per numerose teorie e valutazioni della personalità a venire, in particolare l'Indicatore di Tipo Myers-Briggs (MBTI).
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