Vísindin á bak við samskiptahæfni í samböndum.

 

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 .

DRom 1.0 spáir í efnafræði og ósamræmi með tengdum einstaklingum.

DNA Rmance DRom1.0 Predicts Chemistry

 

DNA Romance spáir einnig fyrir um. persónuleika samræmi Með því að nota persónuleika tegundir sem fást úr sálfræðilegum prófum, og leyfir notendum að meta. 'samdeildir sameiginleg áhugamál með notkun sílum,' og Líkamleg áhrif. Byggt á myndum af þeirra leik. DNA Romance's. second genetic algorithm DRom 2.0 Notaður er AI líkani sem er þjálfað með viðeigandi DNA merkjum til að spá fyrir um einkenni erfðafræðilegra einkenna með mikilli nákvæmni. DRom 2.0 bætir við DNA Romance sín. prófíl staðfestingar kerfi sem býður upp á fjölda laga af athugunum sem hjálpa til við að betur sýna trúverðleika notandaprófilsins.

 

 

Persónuleikahæfni einkunn.

Hvernig mismunandi persónuleikatýpur tengjast í samböndum

Rannsakaðu okkar. persónuleikasamræmingar einkunn, 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 assigns higher compatibility scores to similar personality types, and lower scores to those that may conflict.

DNA Romance personality compatibility score

Lykilrannsóknarrit

DNA online dating site

MHC Byggð Áhuga (einnig þekkt sem Efnafræði) og Val um Samband

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 .

Jokiniemi A, Turunen T, Kohonen M et al. (2025) Female-mediated selective sperm activation may remodel major histocompatibility complex-based mate choice decisions in humans Heredity 134, 321–330.

*** This study reveals a paradox: women prefer the body odours of MHC-similar men, but sperm from MHC-dissimilar men exhibit higher motility when exposed to female follicular fluid. This suggests that the most attractive males may not necessarily be the most optimal partners in terms of fertilisation success, indicating that post-copulatory selection can remodel pre-mating mate choice decisions.

Havlíček J, Winternitz J, Roberts S (2020) Major histocompatibility complex-associated odour preferences and human mate choice: near and far horizons Philosophical Transactions of the Royal Society B, 375:20190260.

*** A comprehensive meta-analysis examining MHC-based mate choice in humans. The analysis found no significant overall effect of MHC-similarity on human mate selection when combining genomic studies, relationship satisfaction measures, and odour preference experiments. The authors recommend larger, more diverse samples and greater focus on mechanisms of MHC-associated pregnancy loss.

Dandine-Roulland C, Laurent R, Dall'Ara I, Toupance B and Chaix R (2019)" se traduit en: Genómísk sönnun fyrir MHC ósamröðuæktar kynlífshætti í mannverum.

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) Bitra lyfið: Stöðvun munnafrjósemi aukar áhrif annarra maka. Evolutionary Psychological Science volume 5, pages 276–285

*** Hormóna frjóvgunarhindrun breyta kvenna vali á maka að meiri næringarfullum karlmönnum, en að hætta notkun þeirra snýr þessum vali aftur, aukandi aðdráttarafl til meiri erfðafræðilega samhæfðra karlmanna, sérstaklega á hæð frjósemi, mögulega hvatt til að leita að öðrum mögulegum mátum.

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.

*** Pappírinn lýsir tengslum milli stóra histókompatibiliteitskomplex (MHC) og lyktarvala hjá mönnum, deilir um fyrra niðurstöður og greinir hvernig rakning á öxlum og öðrum þáttum geta haft áhrif á skynjun líkamslyktar og tengsl hennar við MHC, með endurmat á gömlum gögnum sem sýna að þægileiki og styrkleiki lyktar geta haft áhrif á MHC ólíkni í áhrifum á félagslega merkingu með lykt, sem gefur til kynna flókna tengsl milli MHC, skynjun líkamslyktar og félagslegrar samskipti.

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.

*** Í hraða-dagsetninga samhengi, sýndu konur, en ekki karlar, tilhneigingu til að velja sér félaga á grundvelli samhæfingar í Major Histocompatibility Complex (MHC) gegnum SNP greiningu, þar sem mismunandi SNPs hafa áhrif á tilhneigingu til að finna tilhneigingu í nágrenni stórra HLA gena, og MHC-bundinir stikar höfðu jafn mikil áhrif og sjálfsskýrðar persónuleika einkenni í að spá fyrir um annað dagsetningartilboð fyrir báða kynin.

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.

*** Rannsóknin sýnir mikilvæga tengsl milli erfðabreytingar í VN1R1 geninu, sem tengist mannlegum vomeronasal týpu-1 viðtakanum 1 (hluti af kerfinu sem miðlar áhrifum ferómóna), og félagslegu hegðun kvenna, sérstaklega tengt einnæturs samböndum, sem gefur til kynna að kemoskilaboð geti spilað hlutverk í að stjórna mannlegum félagslegum samskiptum.

Burger D, Meuwly C, Marti E, Sieme H, Oberthür M, Janda J, Meinecke-Tillmann S og Wedekind C. (2017) 'MHC-samhengis val í diestrous konum hestum (Equus caballus).'

Þessi rannsókn kannaði áhrif Major Histocompatibility Complex (MHC) gena og testosterone stiga á kynferðislegar preferanser hryssna, og kom í ljós að hryssur sýndu aukinn áhuga á MHC-óskyldum hestum á meðan þær voru í diestrous fasa (ekki-frjósemi tímabili), en aðrar eiginleikar karla sem tengjast ekki MHC, mögulega eins og líkamlegir eiginleikar eða hegðunartákn, gætu haft áhrif á MHC áhrifin á meðan þær voru í estrous (frjósemi) fasa, þar sem samhengi og hringrásarfasi voru lykilatriði í vali á maka.

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.

*** Rannsóknin gefur til kynna að konur upplifi mismunandi tíðni á orgasmi með mismunandi samstarfsfólki, þar sem þeir sem valda hærri tíðni á orgasmi eru taldir sem skemmtilegari, skapandi, hlýjari, trúrari og betri lyktandi, og einnig meiri athygli á ánægju samstarfsfólks síns í kynlífi, sem styður hluta af kenningunni um val á maka í kynlífi konunnar sem telur það sem mögulegt verkfæri til að velja hágæða maka.

Kromer J, Hummel T, Pietrowski D, Giani AS, Sauter J, Ehninger G, Schmidt AH, Croy I (2016) Influence of HLA on human partnership and sexual satisfaction Sci Rep. 6:32550.

*** Rannsóknin bendir til þess að í mönnum getur ólíkni í HLA (erfðaþáttur ónæmiskerfisins) haft áhrif á val á maka og kynferðislega ánægju, mögulega með því að greina lyktarskyn sem tengist erfðaþáttarþol, á svipaðan hátt og viðbrögð dýra, sem stuðlar að erfðafræðilegri fjölbreytni og þol gegn sýklum hjá afkvæmum.

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.

*** Þessi rannsókn fann að skynjað geta við rómantískt kyssun áhrif á mat á mögulegum maka, aukin þráhyggja sérstaklega fyrir konur í afslappaðum kynlífsáttum, og þótt sjónrænir vísbendingar geti hafnað áhrifum upplýsinga sem tengjast kyssunum í ákveðnum frjósemisviðburðum, virðist áhrif aðdráttar sjónrænna upplýsinga vera meira áhrifarík fyrir karla en konur, sem bendir til margbrotinna hlutverka kyssunar í að miðla gæðum og þráhyggju mögulegra maka ásamt öðrum vísbendingum.

Burger D, Dolivo G, Marti E, Sieme H og Wedekind C. (2015) Kvenkyns aðalhistókompatibilítetstegund hefur áhrif á karlmannlega testósterónstig og sæðisfjölda í hestinum (Equus caballus).

Þessi rannsókn skoðar hvernig stóra erfðamengið (MHC) hefur áhrif á karlmannlega frjósemi í hestum. Rannsóknin sýndi að þegar hingstar voru settir í samband við konur með ólík MHC tegundir, þá sýndu þeir hærri styrk af testósteróni og framleiddu meiri fjölda sáðfrumna í hverju útsæði miðað við þegar þeir voru settir í samband við MHC-samkvæmtar merkur, sem sýnir að MHC-tengd merki geta í raun haft áhrif á framleiðslu testósteróns hjá karlmönnum og eiginleika sæðis, þar með áhrif á frjósemi.

Christakis NA and Fowler JH (2014) Vinátta og náttúruleg úrvinnsla. PNAS. 11:10796–10801.

*** Rannsóknin sýnir að menn hafa tilhneigingu til að mynda vinskap með einstaklingum sem hafa svipaða genóteypu - á svipaðan hátt og fjórða frændi - um allt erfðamengið, og á meðan sumar genóteypur eru jákvætt tengdar (samsvörunarhættulegar), eru aðrar neikvætt tengdar (ósamsvörunarhættulegar) meðal vina, með sérstaka genasett sem tengjast lyktar- og ónæmiskerfi leikandi hlutverki í myndun vinskapar, sem gefur til kynna að vinir gætu verið "starfandi ættingjar" og gefur til kynna að samsvörunarhættulegar genóteypur gætu bjóða upp á samvirkni hollustufarsins sem hafa haft áhrif á nýlega mannlega þróun.

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):267-71.

*** This study supports the hypothesis that humans tend to choose mates with different MHC (Major Histocompatibility Complex) genes than their own, which may promote genetic diversity and immune system strength in offspring.

Lie HC, Simmons LH and Rhodes G (2010) Genetic dissimilarity, genetic diversity, and mate preferences in humans Evolution and Human Behavior 31:8–58.

*** Þessi rannsókn skoðar áhrif erfðafræðilegra þátta, sérstaklega aðal histocompatibility complex (MHC), á makaheildir hjá mönnum, og uppgötvar að karlar hafa tilhneigingu til að kjósa MHC-ólíkar konur bæði í stutt- og langtímasamböndum, á meðan erfðafræðileg fjölbreytni hefur áhrif á makaheildir karla og kvenna í mismunandi sambandsumhverfi, og styður þannig mikilvægt hlutverk MHC í vali á maka hjá mönnum og bendir til þess að þessar heildir gætu virkað til að auka erfðafræðilega fjölbreytni í afkvæmum.

Lie HC, Rhodes G and Simmons LH (2010) Is genetic diversity associated with mating success in humans? Animal Behaviour. 79, 4:903-909

*** Þessi rannsókn bendir til þess að hjá mönnum, sérstaklega konum, sé erfðafræðileg fjölbreytni, sérstaklega innan helstu histocompatibility complex (MHC), tengd meiri kynferðislegum árangri, mæld með fjölda kynferðislegra maka, sem styður hugmyndina um að erfðafræðilegir þættir, sem hugsanlega tengjast virkni ónæmiskerfisins, spili hlutverk í kynferðislegum árangri manna, en engin marktæk tengsl fundust hjá körlum.

Chaix R, Cao C, and Donnelly P (2008) Is Mate Choice in Humans MHC-Dependent? PLOS Genetics, 4 (9)

*** Rannsóknin bendir til þess að þó að evrópsk-amerískar þjóðir kunni að kjósa MHC-ólíka maka, sem velur fjölbreytni í ónæmiskerfum afkvæma, þá er slík mynstur ekki að finna í rannsökuðu afrísku þjóðinni, sem bendir til þess að áhrif MHC á maka-val geti verið háð samhengi og hugsanlega mótað af ýmsum þáttum.

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

*** Rannsóknin skoðar maka val í feit-enda dverglemur, þar sem komist er að því að kvendýr kjósa karlmenn með meiri MHC-gena fjölbreytni og minni MHC yfirlag sem bæði félagslegir og erfðafræðilegir feður, á meðan heildar erfðafræðileg heterozygosity og skyldleiki hafa ekki veruleg áhrif á maka val; aukakynlíf gæti átt sér stað til að draga úr erfðafræðilegri ósamræmi, sem undirstrikar flókna samspil "góðra gena sem heterozygosity" og "ósamræmdra kynlífs" tilgátna í maka stefnum frumna.

Wedekind C (2007) The Major Histocompatibility Complex and Perfumers' Descriptions of Human Body Odors Evolutionary Psychology.5(2): 330-343

*** Þessi tilraun afhjúpar tengsl milli Major Histocompatibility Complex (MHC) og munnlegra lýsinga á líkamslyktum manna, sem sýnir að faglegir ilmmeistarar geta, að einhverju leyti, útskýrt MHC-tengdar líkamslyktareiningar, sem undirstrikar áhrif MHC á lyktarskynjun manna og mögulega, maka-val, í ljósi mikilvægs hlutverks MHC í starfsemi ónæmiskerfisins og áður nefndra áhrifa á líkamslykt og maka-val.

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, while their number of extra-pair sexual partners and attraction to men other than their primary partners, especially during their fertile phase, increases, 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, comparing their preferences to a control group of non-pill users. While the study didn't find a significant difference in ratings between odours of MHC-dissimilar 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.

Wedekind C (2006) The Intensity of Human Body Odors and the MHC: Should We Expect A Link? Evolutionary Psychology. 4:85-94

*** Þessi rannsókn greinir tengsl milli nokkurra MHC (Major Histocompatibility Complex) gena og styrkleika og þægileika líkamslyktar karla, og uppgötvar að karlar með að minnsta kosti eitt homozygous MHC antigen gefa ekki frá sér verulega sterkari lykt en heterozygotes, en lykt þeirra er skynjuð sem verulega sterkari af konum með ólíkan MHC.

Pause BM, Krauel K, Schrader C, Sojka B, Westphal E, Müller-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, 471–478 doi:10.1098/rspb.2005.3342

*** 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.

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

*** Þessi rannsókn sýnir að kynhneigð og kyn hafa áhrif á val einstaklinga á líkamslykt, þar sem gagnkynhneigðir og samkynhneigðir karlar og konur sýna mismunandi tveggja valkosta þegar þeim er sýnd líkamslykt frá einstaklingum með mismunandi kyn- og kynhneigðarkostum, sem gefur til kynna að líkamslykt geti verið þáttur í vali á kynferðislegum og félagslegum félögum.

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 study characterises an integrated gene map of the extended 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

*** This study demonstrates that women can discern differences in male 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

*** Rannsóknin skoðar tengslin milli Major Histocompatibility Complex (MHC) genotypa og ilmvalkosta hjá mönnum. Þeir uppgötvuðu marktæka tengingu milli MHC einstaklings (sérstaklega HLA-A, -B, -DR) og einkunnar þeirra á ýmsum ilmum til persónulegs notkunar, þar sem ákveðnir HLA gerðir (t.d. HLA-A2) sýndu stöðugar ilmvalkosti. Hins vegar, þegar kom að valinu á ilm maka, var tengingin að mestu leyti ómarktæk, sem samræmdist þeirri tilgátu að einstaklingar velja ilmvötn til persónulegs notkunar til að mögulega auka eða styrkja eigin ónæmisgenetískar líkamslyktir, frekar en að breyta skynjun á ilmum maka sinna.

Wedekind C, Seebeck T, Bettens F And Paepke AJ (1995) MHC-dependent mate preferences in humans. Proc.R.Soc.Lond.B. 260:245-249.

*** Þessi rannsókn leiddi í ljós að fólk hefur tilhneigingu til að kjósa líkamslykt mögulegra maka sem hafa mismunandi ónæmiskerfisgen en þeirra eigin, en þessi tilhneiging breytist fyrir konur á getnaðarvörnum.

Genetic online dating site

How similarities or differences in MHC alleles can influence family planning

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 .

* 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

* 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

* 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.

* identified differential association of alleles in HLA-A, HLA-B, HLA-C, and HLA-DRB1 when compared with reported world RSA patients.

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.

* found an increased frequency of homozygosity for HLA-E*0101 in Egyptian women with RM

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.

* performed a meta-analyses of 41 studies and showed that HLA-B sharing and HLA-DR sharing were both associated with the occurrence of RM.

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.

* proposed a genetic-risk calculation that could predict recurrent miscarriage (RM) based on analysing HLA haplotypes from couples either with histories of successful pregnancies or RM.

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.

* found that sperm viability was associated with partners' HLA dissimilarity, indicating that cervical mucus may selectively facilitate later gamete fusion between immunogenetically compatible partners.

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.

* demonstrated that HLA eplet dissimilarity positively affects sperm viability in follicular fluid, providing evidence that cryptic female choice operates at the gamete level to favour immunologically compatible partners.

Magris M, Jokiniemi A, Kuusipalo L, Ritari J, Koskela S, Partanen J and Kekäläinen J (2021) Structural dissimilarity of partners' immune genes increases sperm viability in women's reproductive tract Journal of Evolutionary Biology, 34(7):1125-1134.

* demonstrated that soluble HLA-G secreted by embryos into IVF culture medium correlates with implantation success and pregnancy rates, confirming the importance of HLA molecules in early pregnancy.

Lédée N, Petitbarat M, Chevrier L, et al. (2022) The impact of soluble HLA-G in IVF/ICSI embryo culture medium on implantation success Front Immunol. 13:982518.

* found that over 70% of couples with recurrent miscarriages or IVF failures showed high HLA-DQA1 allele similarity, supporting the role of HLA compatibility in reproductive outcomes.

Pafilis I, Michou V, Tsilivakos V, et al. (2023) Human Leukocyte Antigen Alleles Compatibility and Immunophenotypic Profile Associations in Infertile Couples Int J Mol Sci. 24(6):5350.

* found that primary infertile couples (N=609) share more HLA alleles than expected by chance, suggesting HLA similarity may contribute to unexplained infertility and IVF failure.

Kolańska K, Grześ S, Łukaszuk K, et al. (2025) Primary infertile couples share more HLA alleles than expected by chance European Journal of Obstetrics & Gynecology and Reproductive Biology.

MHC research across vertebrate species

MHC in Other Vertebrates: A Conserved Phenomenon

MHC-based mate choice is not unique to humans—it is an evolutionarily conserved mechanism found across all vertebrate species studied. Research in fish, birds, rodents, primates, and horses demonstrates that MHC genes influence partner selection, reproductive success, and offspring fitness throughout the animal kingdom. This conservation across 450 million years of vertebrate evolution underscores the fundamental biological importance of MHC compatibility in reproduction.

* Landmark study demonstrating that house mice prefer mates with dissimilar MHC genotypes. Mice detect MHC differences through urine odor cues, and MHC-disassortative mating preferences result in a 27% deficit of MHC homozygous offspring in wild populations.

Penn DJ and Potts WK (1999) The evolution of mating preferences and major histocompatibility complex genes The American Naturalist, 153(2):145-164.

* Demonstrated that female three-spined sticklebacks (Gasterosteus aculeatus) use odor-based MHC detection to select mates that will produce offspring with optimal MHC diversity, equipping them with maximal resistance to pathogens and parasites.

Milinski M, Griffiths S, Wegner KM, Reusch TBH, Haas-Assenbaum A, Boehm T (2005) Mate choice decisions of stickleback females predictably modified by MHC peptide ligands PNAS, 102(12):4414-4418.

* Found that both male and female sticklebacks with intermediate MHC class IIB diversity had the highest lifetime reproductive success, demonstrating that optimal (not maximal) MHC diversity maximizes fitness.

Kalbe M, Eizaguirre C, Dankert I, Reusch TBH, Sommerfeld RD, Wegner KM, Milinski M (2009) Lifetime reproductive success is maximized with optimal major histocompatibility complex diversity Proceedings of the Royal Society B, 276(1658):925-934.

* In the grey partridge, females preferentially paired with males having more dissimilar MHC, with lower numbers of shared amino acid variants. This supports the 'inbreeding avoidance' and 'complementary genes' hypotheses in a strictly monogamous bird species.

Løvlie H, Gillingham MAF, Worley K, Pizzari T, Richardson DS (2017) Mate choice for major histocompatibility complex complementarity in a strictly monogamous bird, the grey partridge (Perdix perdix) Frontiers in Zoology, 14:9.

* Wild-spawning Atlantic salmon that chose their own mates produced offspring with 4× lower parasite loads than artificially crossed salmon, despite similar MHC diversity—demonstrating that MHC-mediated mate choice directly increases offspring fitness.

Consuegra S, de Leaniz CG (2008) MHC-mediated mate choice increases parasite resistance in salmon Proceedings of the Royal Society B, 275(1641):1397-1403.

* Discovered that MHC peptides trigger olfactory imprinting in zebrafish during a critical developmental period, creating persistent kin recognition preferences—demonstrating a fundamental mechanism by which vertebrates learn to recognize MHC-similar individuals.

Gerlach G, Hodgins-Davis A, Avolio C, Schunter C (2013) Olfactory imprinting is triggered by MHC peptide ligands Scientific Reports, 3:2800.

* Found non-random mating based on MHC in Chinook salmon—females directed more aggression toward MHC-similar males than MHC-dissimilar males, providing behavioral evidence for active mate discrimination based on immune genes.

Neff BD, Garner SR, Heath JW, Heath DD (2008) The MHC and non-random mating in a captive population of Chinook salmon Heredity, 101:175-185.

* In a study of 191 mares, females were significantly more likely to become pregnant when exposed to MHC-dissimilar stallions (p=0.019), demonstrating "cryptic female choice" influenced by MHC social signalling in horses.

Burger D, Meuwly C, Marti E, Sieme H, Oberthür M, Janda J, Meinecke-Tillmann S, Wedekind C (2017) MHC-linked social signalling affects female fertility in horses Proceedings of the Royal Society B, 284:20161998.

* Found that stallions exposed to MHC-dissimilar mares exhibited 19.2%% higher testosterone levels and produced more sperm per ejaculate, demonstrating that MHC-linked signals directly affect male reproductive strategies.

Burger D, Dolivo G, Marti E, Sieme H, Wedekind C (2015) Kvenkyns aðalhistókompatibilítetstegund hefur áhrif á karlmannlega testósterónstig og sæðisfjölda í hestinum (Equus caballus). Proceedings of the Royal Society B, 282:20150407.

* Meta-analysis of 58 effect sizes from 30 studies across seven primate species found a significant trend favouring MHC-diverse mates. The analysis confirms MHC-based mate preferences operate across the primate lineage.

Winternitz J, Abbate JL, Huchard E, Havlíček J, Garamszegi LZ (2017) Patterns of MHC-dependent mate selection in humans and nonhuman primates: a meta-analysis Molecular Ecology, 26(2):668-688.

* In wild grey mouse lemurs from Madagascar, found evidence for post-copulatory mate choice associated with MHC constitution—fathers had higher numbers of MHC supertypes different from mothers than randomly assigned males.

Schwensow N, Eberle M, Sommer S (2008) Compatibility counts: MHC-associated mate choice in a wild promiscuous primate Proceedings of the Royal Society B, 275(1634):555-564.

* Building on Burger's work, found that stallion semen quality depends on MHC matching to teaser mares—semen collected in the presence of MHC-dissimilar mares had higher sperm concentration and better motility.

Jeannerat E, Marti E, Berney C, Janett F, Bollwein H, Sieme H, Burger D, Wedekind C (2018) Stallion semen quality depends on major histocompatibility complex matching to teaser mare Molecular Ecology, 27(4):1025-1035.

* First evidence for MHC-based mate choice in reptiles: female Chinese alligators preferentially mate with MHC-heterozygous males that are genetically compatible, extending MHC mate choice to crocodilians.

Wang H, Shen FJ, Min MS, Wu XB, Yue BS, Yan P (2018) MHC class I diversity predicts non-random mating in Chinese alligators (Alligator sinensis) Heredity, 122:809-818.

* Found evidence for MHC-disassortative mating in the tuatara, a "living fossil" reptile—demonstrating that MHC-based mate choice has been conserved since the Triassic period (>200 million years ago).

Miller HC, Moore JA, Nelson NJ, Daugherty CH (2009) Influence of major histocompatibility complex genotype on mating success in a free-ranging reptile population Proceedings of the Royal Society B, 276(1662):1695-1704.

* In Seychelles warblers, when females' social mates were MHC-similar, they were more likely to engage in extra-pair copulations, with extra-pair males being significantly more MHC-dissimilar than social mates.

Richardson DS, Komdeur J, Burke T, von Schantz T (2005) MHC-based patterns of social and extra-pair mate choice in the Seychelles warbler Proceedings of the Royal Society B, 272(1564):759-767.

* Demonstrated that MHC-based mate choice in sticklebacks can drive ecological speciation, showing that immunogenes not only influence individual fitness but can shape evolutionary divergence between populations.

Eizaguirre C, Lenz TL, Kalbe M, Milinski M (2018) Mate choice in sticklebacks reveals that immunogenes can drive ecological speciation Behavioral Ecology, 28(4):953-961.

* Found in ring-necked pheasants that male spur length (a sexually selected ornament) was correlated with MHC genotype, demonstrating that sexual ornaments can signal genetic quality at immune genes.

von Schantz T, Wittzell H, Goransson G, Grahn M, Persson K (1996) MHC genotype and male ornamentation: genetic evidence for the Hamilton-Zuk model Proceedings of the Royal Society B, 263(1368):265-271.

* Quantitative review of MHC-based mating preferences across 50+ vertebrate species found significant effects for both MHC diversity and dissimilarity preferences, confirming MHC-mediated mate choice as a widespread vertebrate phenomenon.

Kamiya T, O'Dwyer K, Westerdahl H, Senior A, Nakagawa S (2014) A quantitative review of MHC-based mating preference: the role of diversity and dissimilarity Molecular Ecology, 23(21):5151-5163.

* Demonstrated MHC-based mate choice in sand lizards—females preferred MHC-dissimilar males, showing that reptiles can recognize both their own genotype and that of potential partners through scent cues.

Olsson M, Madsen T, Nordby J, Wapstra E, Ujvari B, Wittsell H (2003) Major histocompatibility complex and mate choice in sand lizards Proceedings of the Royal Society B, 270(Suppl 2):S254-S256.

* Found that frog tadpoles use MHC-based self-referent cues to preferentially associate with MHC-similar kin—demonstrating that MHC recognition operates in amphibians from early developmental stages.

Villinger J, Waldman B (2008) Self-referent MHC type matching in frog tadpoles Proceedings of the Royal Society B, 275(1640):1225-1230.

* Found that MHC-divergent male tiger salamanders had reduced mating success compared to males with intermediate MHC divergence—supporting the optimal MHC diversity hypothesis in amphibians.

Bos DH, Williams RN, Gopurenko D, Bulut Z, DeWoody JA (2009) Condition-dependent mate choice and a reproductive disadvantage for MHC-divergent male tiger salamanders Molecular Ecology, 18(15):3307-3315.

* Comprehensive review of MHC odor signaling mechanisms across vertebrates—synthesizes decades of research on how fish, mice, horses, and humans detect MHC differences through olfactory cues.

Milinski M (2022) A Review of Suggested Mechanisms of MHC Odor Signaling Biology, 11(8):1187.

Personality compatibility research

Persónuleika tegundir.

Our personality compatibility rating is based on the Myers-Briggs 16 personality types. This test has a long history with the development of the first 3 components dating back almost 100 years to Dr. Carl Jung and today the 4 letters and 16 personality type groups are widely known to the majority of people. DNA Romance's personality compatibility algorithm, called PC1, puts maximum weight on similar personality types and less weight towards personality types that tend to clash.

Lok C (2012) Career development: What's your type? Nature, 488: 545-547

* The article highlights the utilization of the Myers-Briggs Type Indicator and similar personality tests in assisting scientists to enhance their soft skills and navigate their careers by providing insights into their personality traits, which can inform their communication, leadership, and teamwork strategies within professional environments.

Keirsey, D (2006) Please Understand Me II (3rd ed) Promethius Nemesis Book Co., Del Mar, CA.

Vinsamlegast skiljið mig er sálfræðibók eftir David Keirsey og Marilyn Bates sem notar sjálfsmatsspurningalistann Keirsey Temperament Sorter til að flokka einstaklinga í einn af sextán persónuleikatýpum og fjóra breiðari skapgerðatýpum (Listamaður, Verndari, Rökréttur og Hugmyndamaður), sem bjóða lesendum innsýn í hegðunarmynstur sín og grundvallar gildi, með því að byggja á og einfalda fyrrverandi sálfræðikenningar og týpumælir, sérstaklega 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 Consulting Psychologists Press, Palo Alto, CA, Vol. 3.

MBTI® handbók, þriðja útgáfa, þjónar sem umfjöllunarguð, sem lýsir þróun, notkun og túlkun á Myers-Briggs Type Indicator® tækinu, veitir dýpri upplýsingar um kenninguna, áreiðanleika og gildi tólins og býður upp á innsýn í 16 persónuleikatýpur sem það greinir, allt höfundar af leiðandi sérfræðingum í sálfræðilegri tegund, Isabel Briggs Myers, Mary H. McCaulley, Naomi L. Quenk og Allen L. Hammer.

Myers IB, McCaulley MH and Most R (1985) Manual, a guide to the development and use of the Myers-Briggs type indicator Consulting Psychologists Press.

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.

The 1962 manual for the Myers-Briggs Type Indicator provides comprehensive insights and guidelines for implementing C. Jung's theory of psychological types, asserting that behavioral variations are systematic and consistent due to basic perceptual and judgmental preferences, aiming to leverage these preferences through self-reports to ascertain individual psychological types, thereby enabling the practical application and research into their effects on reactions, motivations, values, and capabilities.

Jung CG (1923) Psychological types: or the psychology of individuation Oxford, England: Harcourt, Brace.

Sálfræðilegir Tegundir eftir Carl Gustav Jung, fyrst gefin út árið 1923, kynntir frumlega sálfræðilega kenningu um tegundir, sem býður upp á kerfi sem leitar að útskýra fjölbreytilegar og virðist handahófskenndar mismunandi persónuleika með gegnsæjan og skipulagðan kenningu, sem stingur upp á að grundvallar breytingar í mannlegu hegðun koma af innbyggðum mismun í hvernig einstaklingar vilja nota skynjunar- og dómstörf sín, leggjandi grunninn að margar persónuleika kenningar og mati, þar á meðal Myers-Briggs Tegundarvísirinn (MBTI).