Polyploid cells and organisms are those containing more than two paired (homologous) sets of chromosomes. Most species whose cells have nuclei (Eukaryotes) are diploid, meaning they have two sets of chromosomes—one set inherited from each parent. However, polyploidy is found in some organisms and is especially common in plants. In addition, polyploidy occurs in some tissues of animals that are otherwise diploid, such as human muscle tissues. This is known as endopolyploidy. Species whose cells do not have nuclei, that is, Prokaryotes, may be polyploid organisms, as seen in the large bacterium "Epulopiscium fishelsoni" . Hence ploidy is defined with respect to a cell. Most eukaryotes have diploid somatic cells, but produce haploid gametes (eggs and sperm) by meiosis. A monoploid has only one set of chromosomes, and the term is usually only applied to cells or organisms that are normally diploid. Male bees and other Hymenoptera, for example, are monoploid. Unlike animals, plants and multicellular algae have life cycles with two alternating multicellular generations. The gametophyte generation is haploid, and produces gametes by mitosis, the sporophyte generation is diploid and produces spores by meiosis.

Polyploidy refers to a numerical change in a whole set of chromosomes. Organisms in which a particular chromosome, or chromosome segment, is under- or overrepresented are said to be aneuploid (from the Greek words meaning "not", "good", and "fold"). Therefore, the distinction between aneuploidy and polyploidy is that aneuploidy refers to a numerical change in part of the chromosome set, whereas polyploidy refers to a numerical change in the whole set of chromosomes.

Polyploidy may occur due to abnormal cell division, either during mitosis, or commonly during metaphase I in meiosis. In addition, it can be induced in plants and cell cultures by some chemicals: the best known is colchicine, which can result in chromosome doubling, though its use may have other less obvious consequences as well. Oryzalin will also double the existing chromosome content.

Polyploidy occurs in highly differentiated human tissues in the liver, heart muscle and bone marrow. It occurs in the somatic cells of some animals, such as goldfish, salmon, and salamanders, but is especially common among ferns and flowering plants (see "Hibiscus rosa-sinensis"), including both wild and cultivated species. Wheat, for example, after millennia of hybridization and modification by humans, has strains that are diploid (two sets of chromosomes), tetraploid (four sets of chromosomes) with the common name of durum or macaroni wheat, and hexaploid (six sets of chromosomes) with the common name of bread wheat. Many agriculturally important plants of the genus "Brassica" are also tetraploids.

Polyploidization is a mechanism of sympatric speciation because polyploids are usually unable to interbreed with their diploid ancestors. An example is the plant "Erythranthe peregrina". Sequencing confirmed that this species originated from "E. x robertsii", a sterile triploid hybrid between "E. guttata" and "E. lutea," both of which have been introduced and naturalised in the United Kingdom. New populations of "E. peregrina" arose on the Scottish mainland and the Orkney Islands via genome duplication from local populations of "E. x robertsii". Because of a rare genetic mutation, "E. peregrina" is not sterile.

True polyploidy rarely occurs in humans, although polyploid cells occur in highly differentiated tissue, such as liver parenchyma and heart muscle, and in bone marrow. Aneuploidy is more common.

Polyploidy occurs in humans in the form of triploidy, with 69 chromosomes (sometimes called 69,XXX), and tetraploidy with 92 chromosomes (sometimes called 92,XXXX). Triploidy, usually due to polyspermy, occurs in about 2–3% of all human pregnancies and ~15% of miscarriages. The vast majority of triploid conceptions end as a miscarriage; those that do survive to term typically die shortly after birth. In some cases, survival past birth may extend longer if there is mixoploidy with both a diploid and a triploid cell population present.

Triploidy may be the result of either digyny (the extra haploid set is from the mother) or diandry (the extra haploid set is from the father). Diandry is mostly caused by reduplication of the paternal haploid set from a single sperm, but may also be the consequence of dispermic (two sperm) fertilization of the egg. Digyny is most commonly caused by either failure of one meiotic division during oogenesis leading to a diploid oocyte or failure to extrude one polar body from the oocyte. Diandry appears to predominate among early miscarriages, while digyny predominates among triploid zygotes that survive into the fetal period. However, among early miscarriages, digyny is also more common in those cases <8.5 weeks gestational age or those in which an embryo is present. There are also two distinct phenotypes in triploid placentas and fetuses that are dependent on the origin of the extra haploid set. In digyny, there is typically an asymmetric poorly grown fetus, with marked adrenal hypoplasia and a very small placenta. In diandry, a partial hydatidiform mole develops. These parent-of-origin effects reflect the effects of genomic imprinting.

Complete tetraploidy is more rarely diagnosed than triploidy, but is observed in 1–2% of early miscarriages. However, some tetraploid cells are commonly found in chromosome analysis at prenatal diagnosis and these are generally considered 'harmless'. It is not clear whether these tetraploid cells simply tend to arise during "in vitro" cell culture or whether they are also present in placental cells "in vivo". There are, at any rate, very few clinical reports of fetuses/infants diagnosed with tetraploidy mosaicism.

Mixoploidy is quite commonly observed in human preimplantation embryos and includes haploid/diploid as well as diploid/tetraploid mixed cell populations. It is unknown whether these embryos fail to implant and are therefore rarely detected in ongoing pregnancies or if there is simply a selective process favoring the diploid cells.

Devil facial tumour disease (DFTD) is an aggressive non-viral clonally transmissible cancer which affects Tasmanian devils, a marsupial native to Australia.

DFTD was first described in 1996. In the subsequent decade the disease ravaged Tasmania's wild devils, with estimates of decline ranging from 20% to as much as 50% of the devil population, across over 65% of the state. Affected high-density populations suffer up to 100% mortality in 12–18 months. The disease has mainly been concentrated in Tasmania's eastern half. Visible signs of DFTD begin with lesions and lumps around the mouth. These develop into cancerous tumours that may spread from the face to the entire body. Devils usually die within six months from organ failure, secondary infection, or metabolic starvation as the tumours interfere with feeding. As of 2010, 80% of population is infected, and only 0.1% is not affected. DFTD affects males and females equally. As of 2010, the population had been reduced by 70% (from 1996 census data), and if a cure is not found, a prediction has been made that the species will become extinct by 2035.

The most plausible route of transmission is through biting, particularly when canine teeth come into direct contact with the diseased cells. Other modes of transmission that cannot be discounted, yet haven't been conclusively proven, are the ingesting of an infected carcass and the sharing of food, both of which involve an allogeneic transfer of cells between unrelated individuals.. The cancer seems to infect the fittest devil individuals, which are socially dominant. Animals that eventually become infected survive at a higher rate and reproduce more before dying of the disease than devils that don’t get the cancer.

As of 2010, six females had been reported to have been found with partial immunity to DTF, and breeding in captivity was begun in an attempt to save the population.

A virus was initially thought to be the cause of DFTD, but no evidence of such a virus could be detected in the cancer cells. Calicivirus, 1080 poison, agricultural chemicals, and habitat fragmentation combined with a retrovirus were other proposed causes. Environmental toxins had also been suspected. In March 2006 a devil escaped from a park into an area infected with DFTD. She was recaptured with bite marks on her face, and returned to live with the other devils in the park. She wounded a male and by October both devils had DFTD, which was subsequently spread to two others (an incident that in retrospect would be understood in the context of the allograft theory of transmission, see following).

To understand the cause that was eventually found, it is important to understand that Tasmanian devil cells have 14 chromosomes; the oldest-known strain of the tumour cells, when these were studied, were shown to contain thirteen chromosomes, nine of which are recognizable and four of which are mutated “marker” chromosomes. More recently evolved strains have an additional mutant marker chromosome, for a total of fourteen chromosomes. Researchers identified the cancer as a neuroendocrine tumour, and found identical chromosomal rearrangements in all the cancer cells. The karyotype anomalies of DFTD cells are similar to those of cancer cells from canine transmissible venereal tumour (CTVT), a cancer of dogs that is transmitted by physical contact. Among the mutations present in the tumour genome is trisomy in chromosome 5p, as well as several single base mutations, and short insertions and deletions, e.g., deletions in the chromosomes 1, 2 and 3. Some of the mutated or deleted genes in DFTD are RET, FANCD2, MAST3 and BTNL9-like gene.

The theory that cancer cells themselves could be an infective agent (the Allograft Theory) was first offered in 2006 by Pearse, Swift, and colleagues, who analyzed DFTD cells from devils in several locations, determining that all DFTD cells sampled were genetically identical to each other, and genetically distinct from their hosts and from all other individual Tasmanian devils whose genetics had been studied; this allowed them to conclude that the cancer originated from a single individual and spread from it, rather than arising repeatedly, and independently. Twenty one different subtypes have been identified by analyzing the mitochondrial and nuclear genomes of 104 tumours from different Tasmanian devils. Researchers have also witnessed a previously-uninfected devil develop tumours from lesions caused by an infected devil’s bites, supporting the contention that the disease is spread by allograft, with transmission via biting, scratching, and aggressive sexual activity between individuals. News reports have reported speculation that the disease is spread by devils biting each other during the mating season. DFTD is rare in juveniles.

Since June 2005, three females have been found that are partially resistant to DFTD. Further research has shown that the infectious facial cancer may be able to spread because of low diversity in devil immune genes (MHC class I and II). The same genes are also found in the tumours, so the devil's immune system does not recognize the tumour cells as foreign.

As of this date, there are at least four strains of the cancer, which, with its monoclonal origin, supports the conclusion that it is evolving. Increased levels of tetraploidy have been shown to exist in the oldest strain of DFTD as of 2014, which correlates with the point at which devils became involved in a DFTD removal programme. Because ploidy slows the tumour growth rate, the DFTD removal programme has been suggested as a selective pressure favouring slower-growing tumours, and more generally that disease eradication programmes aimed at DFTD may encourage the evolution of DFTD. The existence of multiple strains may complicate attempts to develop a vaccine, and there are reports of concerns that the evolution of the cancer may allow it to spread to related species such as the quoll.

An international team of researchers reported in "Science" in January 2010 that DFTD likely originated in the Schwann cells of a single devil. Schwann cells are found in the peripheral nervous system, and produce myelin and other proteins essential for the functions of nerve cells in the peripheral nervous system. BBC reported that the researchers sampled 25 tumours and found that the tumours were genetically identical. Using deep sequencing technology, the study authors then profiled the tumours' transcriptome, the set of genes that are active in tumours; Time magazine reported that the transcriptomes closely matched those of Schwann cells, revealing high activity in many of the genes coding for myelin basic protein production. Several specific markers were identified by the team, including the MBP and PRX genes, which may enable veterinarians to more easily distinguish DFTD from other types of cancer, and may eventually help identify a genetic pathway that can be targeted to treat it.

Due to the decreased life expectancy of the devils with DFTD, affected individuals have begun breeding at younger ages in the wild, with reports that many only live to participate in one breeding cycle. Hence, Tasmanian devils appear to have changed breeding habits in response to the disease; females had previously begun to breed annually at age two, for about three more years, dying thereafter of a variety of causes. Populations are now characterised by onset of breeding at age one, dying of DFTD, on average, shortly thereafter. Social interactions have been seen to contribute to spread of DFTD in a local area.

In 2015, a variant form of the cancer was described which was tetraploid, not diploid like the main form of the cancer. The tetraploid form has been linked to lower mortality rates. The cell type origin of this strain of DFTD is unknown.

Not only is obesity associated with miscarriage, it can result in sub-fertility and other adverse pregnancy outcomes. Recurrent miscarriage is also related to obesity. Women with bulimia nervosa and anorexia nervosa may have a greater risk for miscarriage. Nutrient deficiencies have not been found to impact miscarriage rates but hyperemesis gravidarum sometimes precedes a miscarriage.

Caffeine consumption also has been correlated to miscarriage rates, at least at higher levels of intake. However, such higher rates have been found to be statistically significant only in certain circumstances.

Vitamin supplementation has generally not shown to be effective in preventing miscarriage. Chinese traditional medicine has not been found to prevent miscarriage.

The age of the pregnant woman is a significant risk factor. Miscarriage rates increase steadily with age, with more substantial increases after age 35. In those under the age of 35 the risk is about 10% while it is about 45% in those over the age of 40. Risk begins to increase around the age of 30. Paternal age is associated with increased risk.