Relationship between genotype and phenotype in monogenic diseases: Relevance to polygenic diseases
Corresponding Author
Kim M. Summers
Departments of Medicine and Surgery, University of Queensland, Prince Charles Hospital, QLD 4032, Australia
Departments of Medicine and Surgery, University of Queensland, Prince Charles Hospital, QLD 4032, Australia; Fax: 61-7-3359-2173Search for more papers by this authorCorresponding Author
Kim M. Summers
Departments of Medicine and Surgery, University of Queensland, Prince Charles Hospital, QLD 4032, Australia
Departments of Medicine and Surgery, University of Queensland, Prince Charles Hospital, QLD 4032, Australia; Fax: 61-7-3359-2173Search for more papers by this authorAbstract
Since the early descriptions of sickle cell anemia, it has been clear that genotype at a single locus rarely completely predicts phenotype. This paper reviews explanations for phenotypic variability in some monogenic diseases. In cystic fibrosis, there is strong correlation between genotype and pancreatic phenotype but only weak association with respiratory phenotype, possibly due to differential inheritance of alleles at loci controlling susceptibility to respiratory infection. In addition, disease mutations have been shown to have more or less severe effect, depending on other variation within the cystic fibrosis gene. In phenylketonuria, genotype at the phenylalanine hydroxylase locus appears to explain the biochemical phenotype, but not the intellectual status. There may be genetically determined variation in flux through the minor metabolic pathways for phenylalanine, influencing levels of alternative metabolites involved in mental development. Phenotypic discordance in sickle cell anemia and β-thalassemia has been associated with the co-inheritance of genes for hereditary persistence of fetal hemoglobin. A mouse locus has been identified that influences tumour number in mice with the multiple intestinal neoplasia gene. Understanding of the genetic interactions that determine phenotype in apparently monogenic diseases should lead to clarification of the role of different genes in polygenic diseases with complex inheritance patterns, as well as enhancing the ability to predict the outcome of a disease mutation. © 1996 Wiley-Liss, Inc.
References
- Aalto-Setälä K (1990) Molecular genetics of hypercholesterolemia. Ann Med 22: 1–2.
- Aaltonen LA, Peltomäki P, Leach FS, Sistonen P, Pylkkänen L, Mecklin J-P, Järvinen H, Powell S, Jen J, Hamilton SR, Petersen GM, Kinzler KW, Vogelstein B, de la Chapelle A (1993) Clues to the pathogenesis of familial colorectal cancer. Science 260: 812–816.
- Abel L, Cot M, Mulder L, Carnevale P, Fiengold J (1992) Segregation analysis detects a major gene controlling blood parasite levels in human malaria. Am J Hum Genet 50: 1308–1317.
- Anguiano A, Oates RD, Amos JA, Dean M, Gerrard B, Stewart C, Maher TA, White MB, Milunsky A (1992) Congenital bilateral absence of the vas deferens: A primarily genital form of cystic fibrosis. JAMA 267: 1794–1797.
- Avigad S, Kleiman S, Weinstein M, Cohen BE, Schwartz G, Woo SLC, Shiloh Y (1991) Compound heterozygosity in nonphenylketonuria hyperphenylalaninemia: The contribution of mutations for classical phenylketonuria. Am J Hum Genet 49: 393–399.
- Bennett ST, Lucassen AM, Gough SCL, Powell EE, Undlien DE, Pritchard LE, Merriman ME, Kawaguchi Y, Dronsfield MJ, Pociot F, Nerup J, Bouzekri N, Cambon-Thomsen A, Rønningen KS, Barnett AH, Bain SC, Todd JA (1995) Susceptibility to human type 1 diabetes at IDDM2 is determined by tandem repeat variation at the insulin gene minisatellite locus. Nature Genet 9: 284–292.
- Beutler E, Nguyen NJ, Henneberger MW, Smolec JM, McPherson RA, West C, Gelbart T (1993) Gaucher disease: Gene frequencies in the Ashkenazi Jewish population. Am J Hum Genet 53: 85–88.
- Camaschella C, Bertera MT, Serra A, Dall'Acqua M, Gasparini P, Trento M, Vettore L, Perona G, Saglia G, Mazza U (1987) A benign form of thalassaemia intermedia may be determined by the interaction of triplicated α locus and heterozygous β-thalassaemia. Br J Haematol 66: 103–107.
- Cao A (1994) 1993 William Allan award address. Am J Hum Genet 54: 397–402.
- Cappellini MD, Fiorelli G, Bernini LF (1981) Interaction between homozygous β-thalassaemia and Swiss type of hereditary persistence of foetal haemoglobin. Br J Haematol 48: 561–572.
- Citron BA, Kaufman S, Milstien S, Naylor EW, Greene CL, Davis MD (1993) Mutation in the 4a-carbinolamine dehydratase gene leads to mild hyperphenylalaninemia with defective cofactor metabolism. Am J Hum Genet 53: 768–774.
- Corey M, Durie P, Moore D, Forstner G, Levison H (1989) Familial concordance of pancreatic function in cystic fibrosis. J Pediatr 115: 274–277.
- Craig JE, Rochette J, Fisher CA, Weatherall DJ, Marc S, Lathrop GM, Demenais F, Thein SL (1996) Dissecting the loci controlling fetal haemoglobin production on chromosomes 11p and 6q by the regressive approach. Nature Genet 12: 58–64.
- Cystic Fibrosis Genotype–Phenotype Consortium (1993) Correlation between genotype and phenotype in patients with cystic fibrosis. N Engl J Med 329: 1308–1313.
- Dietrich WF, Lander ES, Smith JS, Moser AR, Gould KA, Luongo C, Borenstein N, Dove W (1993) Genetic modification of Mom-1, a major modifier locus affecting Min-induced intestinal neoplasia in the mouse. Cell 75: 631–639.
- DiSilvestre D, Koch R, Groffen J (1991) Different clinical manifestations of hyperphenylalaninemia in three siblings with identical phenylalanine hydroxylase genes. Am J Hum Genet 48: 1014–1016.
- Dörk T, Wulbrand U, Richter T, Neumann T, Wolfes H, Wulf B, Maass G, Tummler B (1991) Cystic fibrosis with three mutations in the cystic fibrosis transmembrane regulator gene. Hum Genet 87: 441–446.
- Dumur V, Gervais R, Rigot J-M, Lafitte J-J, Manouvrier S, Bisserte J, Mazeman EE, Roussel P (1990) Abnormal distribution of CF ΔF508 allele in azoospermic men with congenital aplasia of epididymis and vas deferens. Lancet 336: 512.
- Eisensmith RC, Woo SLC (1992) Molecular basis of phenylketonuria and related hyperphenylalaninemias: mutations and polymorphisms in the human phenylalanine hydroxylase gene. Hum Mutat 1: 13–29.
- Embury SH, Doxy AM, Miller J, Davis JR, Kleman KM, Preisler H, Vichinsky E, Lande WN, Lubin BH, Kan YW (1982) Concurrent sickle-cell anemia and α-thalassemia. Effect on severity of anemia. N Engl J Med 302: 270–274.
- Filon D, Faerman M, Smith P, Oppenheim A (1995) Sequence analysis reveals a β-thalassaemia mutation in the DNA of skeletal remains from the archeological site of Akhziv, Israel. Nature Genet 9: 365–368.
- Froguel P, Zouali H, Vionnet N, Velho G, Vaxillaire M, Sun F, Lesage S, Stoffel M, Takeda J, Passa P, Permutt MA, Beckmann JS, Bell GI, Cohen D (1993) Familial hyperglycaemia due to mutations in glucokinase: definition of a subtype of diabetes mellitus. N Engl J Med 328: 697–702.
- Gelehrter TD, Collins FS (1990) Principles of Medical Genetics. International Edition. Baltimore: Williams & Wilkins.
- Gros P, Skamene E, Forget A (1981) Genetic control of natural resistance to Mycobacterium bovis (BCG) in mice. J Immunol 127: 2417–2421.
- Hager J, Hansen L, Vaisse C, Vionnet N, Philippi A, Poller W, Velho G, Carcassi C, Contu L, Julier C, Cambien F, Passa P, Lathrop M, Kindsvogel W, Demenais F, Nishimura E, Froguel P (1995) A missense mutation in the glucagon receptor gene is associated with non-insulin-dependent diabetes mellitus. Nature Genet 9: 299–304.
- Hamosh A, Cutting GR (1993) Genotype/phenotype correlations in cystic fibrosis. In JA Dodge, DH Brock, JH Widdicombe (eds): Cystic Fibrosis—Current Topics. Vol. 1, Chichester: John Wiley & Sons, pp 69–89.
- Houwen RHJ, Thomas GR, Roberts EA, Cox DW (1993) DNA markers for the diagnosis of Wilson disease. J Hepatol 17: 269–276.
- Jarvi K, Zielenski J, Wilschanski M, Durie P, Buckspan M, Tullis E, Markiewicz D, Tsui L-C (1995) Cystic fibrosis transmembrane conductance regulator and obstructive azoospermia. Lancet 345: 1578.
- John SWM, Rozen R, Scriver CR, Laframboise R, Laberge C (1990) Recurrent mutation, gene conversion, or recombination at the human phenylalanine hydroxylase locus: Evidence in French-Canadians and a catalogue of mutations. Am J Hum Genet 46: 970–974.
- Joslyn G, Carlson M, Thliveris A, Albertson H, Gelbert L, Samowitz W, Groden J, Stevens J, Spirio L, Robertson M, Sargeant L, Krapcho K, Wolff E, Burt R, Hughes JP, Warrington J, McPherson J, Wasmuth J, Le Paslier D, Abderrahim H, Cohen D, Leppert M, White R (1991) Identification of deletion mutations and three new genes at the familial polyposis locus. Cell 66: 601–613.
- Kälin N Dörk T, Tümmler B (1992) A cystic fibrosis allele encoding missense mutations in both nucleotide binding folds of the cystic fibrosis transmembrane conductance regulator. Hum Mutat 1: 204–210.
- Kanavakis E, Wainscoat JS, Wood WG, Weatherall DJ, Cao A, Furbetta M, Galanello R, Georgiou D, Sophocleous T (1982) The interaction of α thalassaemia with heterozygous β thalassaemia. Br J Haematol 52: 465–473.
- Kanavakis E, Metaxotou-Mavromati A, Kattamis C, Wainscoat JS, Wood WG (1983) The triplicated α gene locus and β thalassaemia. Br J Haematol 54: 201–207.
- Kennedy GC, German MS, Rutter WJ (1995) The minisatellite in the diabetes susceptibility locus IDDM2 regulates insulin transcription. Nature Genet 9: 293–298.
- Kerem B, Rommens JM, Buchanan JA, Markiewicz D, Cox TK, Chakravarti A, Buchwald M, Tsui L-C (1989) Identification of the cystic fibrosis gene: Genetic analysis. Science 245: 1073–1080.
- Kerem E, Corey M, Kerem B, Rommens J, Markiewicz D, Levison H, Tsui L-C, Durie P (1990) The relationship between genotype and phenotype in cystic fibrosis—Analysis of the most common mutation. N Engl J Med 323: 1517–1522.
- Kiesewetter S, Macek M Jr, Davis C, Curristin SM, Chu C-S, Graham C, Shrimpton AE, Cashman SM, Tsui L-C, Mickle J, Amos J, Highsmith WE, Shuber A, Witt DR, Crystal RG, Cutting GR (1993) A mutation in CFTR produces different phenotypes depending on chromosomal background. Nature Genet 5: 274–278.
- Kinzler KW, Nilbert MC, Su L-K, Vogelstein B, Bryan TM, Levy DB, Smith KJ, Preisinger AC, Hedge P, McKechnie D, Finniear R, Markham A, Groffen J, Boguski MS, Altschul SF, Horii A, Ando H, Myoshi Y, Miki Y, Nishisho I, Nakamura Y (1991) Identification of FAP locus genes from chromosome 5q21. Science 253: 661–665.
- Kobayashi K, Knowles MR, Boucher RC, O'Brien WE, Beaudet AL (1990) Benign missense variations in the cystic fibrosis gene. Am J Hum Genet 47: 611–615.
- Kristidis P, Bozon D, Corey M, Markiewicz D, Rommens J, Tsui L-C, Durie P (1992) Genetic determination of exocrine pancreatic function in cystic fibrosis. Am J Hum Genet 50: 1178–1184.
- Kubesch P, Dörk T, Wulbrand U, Kälin N, Neumann T, Wulf B, Geerlings H, Weissbrodt H, Von Der Hardt H, Tümmler B (1993) Genetic determination of airways colonization with Pseudomonas aeruginosa in cystic fibrosis. Lancet 341: 189–193.
- Kulozik AE, Thein SL, Wainscoat JS, Gale R, Kay LA, Wood JK, Weatherall DJ, Huehns ER (1987) Thalassaemia intermedia: interaction of the triple α-globin gene arrangement and heterozygous β-thalassaemia. Br J Haematol 66: 109–112.
- Kurtz TW, St Lezin EM (1992) Gene mapping in experimental hypertension. J Am Soc Nephrol. 3: 28–34.
- Lander ES, Schork NJ (1994) Genetic dissection of complex traits. Science 265: 2037–2048.
- Ledley FD, Levy HL, Woo SLC (1986) Molecular analysis of the inheritance of phenylketonuria and mild hyperphenylalaninemia in families with both disorders. N Engl J Med 314: 1276–1280.
- Leppert M, Burt R, Hughes JP, Samowitz W, Nakamura Y, Woodward S, Gardner E, Lalouel J-M, White R (1990) Genetic analysis of an inherited predisposition to colon cancer in a family with a variable number of adenomatous polyps. N Engl J Med 322: 904–908.
- Lewis BD, Nelson PV, Robertson EF, Morris CP (1994) Mutation analysis of 28 Gaucher disease patients: the Australasian experience. Am J Med Genet. 49: 218–223.
- Li C, Ramjeesingh M, Reys E, Jensen T, Chang X, Rommens JM, Bear C (1993) The cystic fibrosis mutation (ΔF508) does not influence the chloride channel activity of CFTR. Nature Genet 3: 311–316.
- Lindblom A, Tannergård P, Werelius B, Nordenskjöld M (1993) Genetic mapping of a second locus predisposing to hereditary non-polyposis colon cancer. Nature Genet 5: 279–282.
- Liu B, Nicolaides NC, Markowitz S, Willson JKV, Parsons RE, Jen J, Papadopolous N, Peltomäki P, de la Chapelle A, Hamilton S, Kinzler KW, Vogelstein B. (1995) Mismatch repair gene defects in sporadic colorectal cancers with microsatellite instability. Nature Genet 9: 48–55.
- Liu J, Fujiwara MT, Buu NT, Sánchez FO, Cellier M, Paradis AJ, Frappier D, Skamene E, Gros P, Morgan K, Schurr E (1995) Identification of polymorphisms and sequence variants in the human homologue of the mouse natural resistance-associated macrophage protein gene. Am J Hum Genet 56: 845–853.
- Macek M Jr, Ladanyi L, Bürger J, Reis A (1992) Missense variations in the cystic fibrosis gene: heteroduplex formation in the F508C nutation. Am J Hum Genet 51: 1173–1174.
- MacPhee M, Chepenik KP, Liddell RA, Nelson KK, Siracusa LD, Buchberg AM (1995) The secretory phospholipase A2 gene is a candidate for the Mom-1 locus, a major modifier of ApoMin-induced intestinal neoplasia. Cell 81: 957–966.
- McCombe PA, McLaughlin DB, Chalk JB, Brown NN, McGill JJ, Pender MP (1992) Spasticity and white matter abnormalities in adult phenylketonuria. J Neurol Neurosurg Psychiatry 55: 359–361.
- Meijer H, Jongbloed RJE, Hekking M, Spaapen LJM, Geraedts JPM (1993) RFLP haplotyping and mutation analysis of the phenylalanine hydroxylase gene in Dutch phenylketonuria families. Hum Genet 92: 588–592.
- Mercier B, Verlingue C, Lissnes W, Silber SJ, Novelli G, Bonduelle M, Audrézet MP, Férec C (1995) Is congenital bilateral absence of vas deferens a primary form of cystic fibrosis? Analysis of the CFTR gene in 67 patients Am J Hum Genet 56: 272–277.
- Meschede D, Eigel A, Horst J, Nieschlag E (1993) Compound heterozygosity for the ΔF508 and F508C cystic fibrosis transmembrane conductance regulator (CFTR) mutations in a patient with congenital bilateral aplasia of the vas deferens. Am J Hum Genet 53: 292–293.
- Modrich P (1994) Mismatch repair, genetic stability, and cancer. Science 266: 1959–1960.
- Morgan K, Liu J, Boothroyd L, Fujiwara TM, Buu N, Sanchez F, Cellier M, Garcia L, Paradis AJ, Frappier D, Fanning EA, Miller MA, Higgins DA, Skamene E, Gros P, Schurr E (1994) A candidate gene approach for the genetic analysis of susceptibility to tuberculosis. Am J Hum Genet 55(suppl): A196 (abst).
- Moser AR, Dove WF, Roth KA, Gordon JI (1992) The Min (multiple intestinal neoplasia) mutation: Its effect on gut epithelial cell differentiation and interaction with a modifier system. J Cell Biol 116: 1517–1526.
- Moser AR, Pitot HC, Dove WF (1990) A dominant mutation that predisposes to multiple intestinal neoplasia in the mouse. Science 247: 322–327.
- Nicolaides N, Papadopoulos N, Liu B, Wei Y-F, Carter KC, Ruben SM, Rosen CA, Haseltine WA, Fleischmann RD, Fraser CM, Adams MD, Venter JC, Dunlop MG, Hamilton SR, Petersen GM, de la Chapelle A, Vogelstein B, Kinzler KW (1994) Mutations of two PMS homologues in hereditary nonpolyposis colon cancer. Nature 371: 75–80.
- Nishisho I, Nakamura Y, Miyoshi Y, Miki Y, Ando H, Horii A, Koyama K, Utsunomiya J, Baba S, Hedge P, Markham A, Krush AJ, Petersen G, Hamilton SR, Nilbert MC, Levy DB, Bryan TM, Preisinger AC, Smith KJ, Su L-K, Kinzler KW, Vogelstein B (1991) Mutations of chromosome 5q21 genes in FAP and colorectal cancer patients. Science 253: 665–669.
- Noguchi CT, Rodgers GP, Schechter AN (1989) Intracellular polymerisation. Disease severity and therapeutic predictions. Ann NY Acad Sci 565: 75–82.
- Nuez B, Michalovich D, Bygrave A, Ploemacher R, Grosveld F (1995) Defective haematopoiesis in fetal liver resulting from inactivation of the EKLF gene. Nature 375: 316–318.
- Oates RD, Amos JA (1994) The genetic basis of congenital bilateral absence of the vas deferens and cystic fibrosis. J Androl 15: 1–8.
- Okano Y, Eisensmith RC, Güttler F, Lichter-Konecki U, Konecki DS, Trefz FK, Dasovich M, Wang T, Henricksen K, Lou H, Woo SLC (1991) Molecular basis of phenotypic heterogeneity in phenylketonuria. N Engl J Med 324: 1232–1238.
- Peltomäki P, Aaltonen LA, Sistonen P, Pylkkänen L, Mecklin J-P, Järvinen H, Green JS, Jass JR, Weber JL, Leach FS, Petersen GM, Hamilton SR, de la Chapelle A. Vogelstein B (1993) Genetic mapping of a locus predisposing to human colorectal cancer. Science 260: 810–812.
- Pereira L, Levran O, Ramirez F, Lynch JR, Sykes B, Pyeritz RE, Dietz HC (1994) A molecular approach to the stratification of cardiovascular risk in families with Marfan's syndrome. N Engl J Med 331: 148–153.
- Perkins AC, Sharpe AH, Orkin SH (1995) Lethal β-thalassaemia in mice lacking the erythroid CACCC-transcription factor EKLF. Nature 375: 318–322.
- Pyeritz RE, McKusick VA (1979) The Marfan syndrome: Diagnosis and management. N Engl J Med 300: 772–777.
- Ramus SJ, Forrest SM, Pitt DB, Saleeba JA, Cotton RGH (1993) Comparison of genotype and intellectual phenotype in untreated PKU patients. J Med Genet 30: 401–405.
- Ranney HM (1970) Interactions of other hemoglobin variants with sickle cell hemoglobin. N Engl J Med 283: 1462–1493.
- Riccardi VM (1993) Genotype, malleotype, phenotype, and randomness: Lessons from neurofibromatosis-1 (NF-1). Am J Hum Genet 53: 301–304.
- Riordan JR, Rommens JM, Kerem B, Alon N, Rozmahel R, Grzeleczak Z, Zielenski J, Lok S, Plasvsic N, Chou J-L, Drumm ML, Iannuzzi MC, Collins FC, Tsui L-C (1989) Identification of the cystic fibrosis gene: cloning and characterization of complementary DNA. Science 245: 1066–1073.
- Roitt I, Brostof J, Male D (1985) Immunology, London: Gower Medical.
- Santis G, Osborne L, Knight RA, Hodson ME (1990) Independent genetic determinants of pancreatic and pulmonary status in cystic fibrosis. Lancet 336: 1081–1084.
- Schechter AN, Bunn HF (1982) What determines severity in sickle cell disease? N Engl J Med 306: 295–297.
- Schurr E, Buschman E, Malo D, Gros P, Skamene E (1990) Immunogenetics of mycobacterial infections: mouse-human homologies. J Infect Dis 161: 634–641.
- Sibille A, Eng CM, Kim S-J, Pastores G, Grabowski GA (1993) Phenotype/genotype correlations in Gaucher disease type I: Clinical and therapeutic implications. Am J Hum Genet. 52: 1094–1101.
- Silverman LM (1993) Correlation of genotype to phenotype in cystic fibrosis. International Conference on Clinical Molecular Biology, November 22–24, 1993, Perth, Australia, abstracts pS5.
- Simon-Buoy B, Mornet E, Taillandier A, Serra J-L, Boue J, Boue A (1991) ΔF508 in mild adult forms of cystic fibrosis (CF). Clin Genet 39: 304–305.
- Skamene E (1993) Population and molecular genetics of susceptibility to mycobacterial infections. International Congress on the Regulation of Leukocyte Production and Immune Function, Sydney, Australia, December 1–5, 1993, abstracts p 135.
- Spirio L, Otterud B, Staugger D, Lynch H, Lynch P, Watson P, Lanspa S, Smyrk T, Cavalieri J, Howard L, Burt R, White R, Leppert M (1992) Linkage of a variant or attenuated form of adenomatous polyposis coli to the adenomatous polyposis coli (APC) locus. Am J Hum Genet 51: 92–100.
- Steinberg MH (1989) Sickle cell anaemia in a septuagenarian. Br J Haematol 53: 667–671.
- Steinberg MH, Dreiling DJ, Morrison FS, Necheles TF (1973) Mild sickle cell disease; clinical and laboratory studies. JAMA 224: 317–321.
- Stella A, Resta N, Gentile M, Susca F, Mareni C, Montera MP, Guanti G (1993) Exclusion of the APC gene as the cause of a variant form of familial adenomatous polyposis (FAP). Am J Hum Genet 53: 1031–1037.
- Su L-K, Kinzler KW, Vogelstein B, Preisinger AC, Moser AR, Luongo C, Gould KA, Dove WF (1992) Multiple intestinal neoplasia caused by a mutation in the murine homologue of the APC gene. Science 256: 668–670 (1992).
- Thein SL, Al-Hakim I, Hoffbrand AV (1984) Thalassaemia intermedia: A new molecular basis. Br J Haematol 56: 333–337.
- Thein SL, Sampietro M, Rohde K, Rochette J, Weatherall DJ, Lathrop GM, Demenais F (1994) Detection of a major gene for heterocellular hereditary persistence of fetal hemoglobin after accounting for genetic modifiers. Am J Hum Genet 54: 214–228.
- Thibodeau SN, Bren G, Schaid D (1993) Microsatellite instability in cancer of the proximal colon. Science 260: 816–819.
- Varesco L, Gismondi V, James R, Robertson M, Grammatico P, Groden J, Casarino L, De Menedetti L, Bafico A, Bertaria L, Sala P, Sassatelli R, Ponz de Leon M, Biasco G, Allegretti A, Aste H, De Sanctis S, Rossetti C, Illeni MT, Sciarra A, Del Porto G, White R, Ferrara GB (1993) Identification of APC gene mutations in Italian adenomatous polyposis coli patients by PCR-SSCP analysis. Am J Hum Genet 52: 280–285.
- Vionnet N, Stoffel M, Takeda J, Yasuda K, Bell GI, Zouali H, Lesage S, Velho G, Iris F, Passa P, Froguel P, Cohen D (1992) Nonsense mutation in the glucokinase gene causes early-onset non-insulin-dependent diabetes mellitus. Nature 356: 721–722.
- Wainscoat JS, Kanavakis E, Wood WG, Letsky EA, Huehns ER, Marsh GW, Higgs DR, Clegg JB, Weatherall DJ (1983) Thalassaemia intermedia in Cypress: The interaction of α and β thalassaemia. Br J Haematol 53: 411–416.
- Weatherall DJ, Clegg JB (1981) The Thalassaemia Syndromes. 3rd Ed. Oxford: Blackwell Scientific.
- Williams RR (1991) Key concepts regarding the genetics of hypertension in humans. Am J Hypertens. 4: 590S–593S.
- Williams RR, Hunt SC, Hasstedt SJ, Hopkins PN, Wu LW, Berry TD, Stults BM, Barlow GK, Schumacher MC, Kuida H (1989) Current knowledge regarding the genetics of human hypertension. J Hypertens 7(suppl 6): S8–S13.
- Wilson AF, Elston RC, Tran LD, Siervogel RM (1991) Use of the robust sib-pair method to screen for single-locus, multiple locus, and pleiotropic effects: application to traits related to hypertension. Am J Hum Genet 48: 862–872.