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Introduction

Every human has got their own bacterial flora on their skin, in their gastrointestinal tract, genitourinary system and in the oral cavity, which is called the microbiome [44]. The human microbiome is shaped by many different factors – newborn babies’ microbiomes depend on the labor type and way of feeding – natural breast milk or infant formula. Later, the micro biome is related to diet, age, sex, medications taken and diseases. Although microbiome formation varies, in adults, it is relatively stable. The microbiome is characteristic to a living host, but after death, there are specific changes of microbial phyla, genera and families. The microbiome of deceased humans is called the thanatomicrobiome (in Greek mythology Thanatos was the personification of death) [52, 98]. To estimate the PMI (post-mortem interval), a forensic medical examiner uses such indicators as: pallor mortis, algor mortis, rigor mortis, livores mortis, decomposition stages and insect activity – forensic entomology. It is proved that the changes in the thanatomicrobiome are characteristic and repeatable enough to become an additional PMI indicator [98]. Research showed that the sequences of microbial phyla changes are nearly the same among mammals, and thus allow the expansion of the research area to animal models [20, 86].

Microbial communities change not only on cadavers. Burial places and the soil beneath cadavers during decomposition process also undergo microbial phyla changes [31, 88]. Also, like the changes in the thanatomicrobiome, bacteria shifts in soil are characteristic during particular decomposition phases. Different authors distinguish various number of decomposition stages – usually three to five decomposition stages appear in studies: fresh, bloat, active decay, advanced decay and the dry remains stage [1]. For each stage, there is a specified bacterial phylapredominance, and increasing or decreasing bacteria abundance over time [83].

Living host microbiome and mycobiome

The skin microbiome consists of four main phyla: Actinobacteria, Bacteroidetes, Firmicutes and Proteobacteria. The most abundant genera are Staphylococcus spp. (mostly S. epidermidis), Corynebacterium, Propionibacterium, Brevibacterium and Micrococcus [42, 67].

In the oral cavity there is tremendous diversity of bacteria [14], predominantly Streptococcus, Veillonella, Fusobacterium, Neisseria, Haemophilus, Propionibacterium, Eikenella, Peptostreptococcus and Eubacteria [67]. Nasal bacteria are Actinobacteria (Propionibacterium and Corynebacterium) and Firmicutes (Staphylococcus spp.) [33, 42].

The bronchi and lungs are colonized mostly with four phyla: Bacteroidetes, Firmicutes, Proteobacteria and Actinobacteria [67], [Table I]. The most common bacterial taxon in the esophagus is Streptococcus. Additionally, Haemophilus, Prevotella, Neisseria,and Veillonella may be present [75]. The stomach is inhabited by Proteobacteria (Helicobacter pylori) and Firmicutes. In the intestines, two phyla dominate: Bacteroidetes and Firmicutes, most of intestinal bacteria are anaerobic: Bacteroides, Bifidobacterium, Fusobacterium, Eubacterium and Ruminococcus [94]. However, in the intestines, aerobic and obligately anaerobic bacteria are present as well, for instance Enterobacter spp., Escherichia coli, Staphylococcus spp., Klebsiella spp. and Proteus spp. [60]. In the vagina, the most abundant are Lactobacillus (L. crispatus, L. gasseri, L. iners oraz L. jensenii) [99].

Human microbiome in regard to body areas

Skin Oral cavity Bronchi lungs Nasal Intestine
Staphylococcus Streptococcus Pseudomonas Propionibacterium Bacteroides
Corynebacterium Veillonella Streptococcus Corynebacterium Bifidobacterium
Propionibacterium Fusobacterium Prevotella Staphylococcus Fusobacterium
Brevibacterium Neisseria Fusobacterium Aureobacterium Eubacterium
Micrococcus Haemophilus Haemophilus Rhodococcus Ruminococcus
Propionibacterium Veilonella
Eikenella Porphyromonas
Peptostreptococcus
Eubacteria

Human mycobiome in regard to body areas

Skin Oral cavity Bronchi lungs Nasal Intestine
Malassezia furfur Candida Aspergillus Candida Candida
M. restrica Saccharomyces Candida Saccharomyces Saccharomyces
M. globosa Penicillium Cladosporium Aspergillus Cladosporium
M. sympodialis Scopularis Malassezia Alternaria Cryptococcus
M. pachydermatis Geotrichum Saccharomyces Cladopsorium Malassezia
Candida Aspergillus Penicillium Eurotiales
Cryptococcus Botrysphaeriales
Fusarium Filobasidiales
Alternaria

Microbiomes differ between individuals, and are related to diet, age, sex, weight, health status, antibiotic administration or even with cosmetic use [43]. However, during across a one-year observation period, the intestinal microbiome in each host is relatively stable and varies to a small extent [94].

Fungal diversity in the human gut is much lower than bacterial diversity [74]. The most abundant fungal genusin human stool is Candida, followed by Malassezia and Saccharomyces [74]. Ascomycota is the most abundant phylum among fungi, not only in the stool but also in the vagina, oral cavity and skin [74]. In the digestive tract, other sources [30, 82] additionally mention the Cladosporium and Cryptococcus genera, Eurotiales order and Botrysphaeriales asapopularfamily.

On the skin, the most abundant are Malassezia restrica and M. furfur, but M. globosa, M. sympodialis and M. pachydermatis are also frequently present [79]. Candida may be component of the skin mycobiome but rarely colonize human skin – usually in diabetic patients or during infections [67]. In the oral cavity, Candida, Saccharomyces, Penicillium, Scopularis, Geotrichum and Aspergillus are present [25, 26]. The bronchial and lung mycobiome is partially determined by oral and nasal fungi which spread through continuity. Therefore, in lower respiratory tract, the most abundant are: Cladosporium, Aspergillus, Candida, Malassezia and Saccharomyces. In the genitourinary system, the most common are: Saccharomyces, Candida, Aspergillus, Cladosporium and Alternaria.

Disease-related differences

During PMI estimation, it is important to know the medical history of the deceased person, because the microbiome in persons suffering from diseases is significantly different than a healthy human microbiome [8, 93].

Chronic alcohol abuse and cirrhosis cause a decrease of Clostridium presence and increase of Proteobacteria (Enterobacter)and Bacteroides spp. [93].

Diabetes mellitus patients showed a higher abundance of Bacteroidetes and lower percentage of Firmicutes in the intestinal microbiota [79]. Necrotizing enterocolitis is correlated with high abundance of Proteobacteria [8].

Alzheimer’s disease corresponds to an abundance of Bacteroides fragilis and Escherichia coli and their neurotoxin, and the presence of bacterial lipopolysaccharide (LPS) in the brain in the hippocampal area [97]. Allergies, cardiovascular diseases, cancer, psychiatric diseases and metabolic syndrome also affect the host microbiome [8].

Although there are no studies considering mistakes in PMI estimation caused by cadavers illnesses, individual abnormalities of quantity or phyla abundance can be compared with characteristic differences in particular disease. If the medical history of the cadaver is known, time since death can be confirmed more precisely,with bacterialnumberorpresencedeviation clarified by illness.

Thanatomicrobiome – human cadaver studies

A basic difficulty during cadaver studies is the cessation of natural barrier protection. After death, intestinal bacteria can move to the blood and tissues. Additionally other types of bacteriaalso begin to spread around the entire corpse. This is caused by tissue congestion, vessel enlargement and the unsealing of cell junctions. As a result, organs considered to be sterile can become settled by bacteria, and tissues where there is a specific microbiota can be contaminated by bacteria from other areas. For this reason, the longer the time since death, the lower the accuracy of the research.

Damann et al. [18] analyzed ribs of 12 human cadavers and divided decomposition into 3 phases – partially skeletonized, skeletonized and dry remains. It was proved that in two of the prime phases, the thanatomicrobiome was similar to a living human gut microbiome, while the dry remains phase was characterized by a thanatomicrobiome more similar to soil bacterial communities, but was not identical [18]. The partially skeletonized and skeletonized stages had a high abundance of Firmicutes and Proteobacteria. During decomposition, Firmicutes decreased while Proteobacteria and Actinobacteria started increasing. In contrast to soil samples, cadaver thanatomicrobiomes in the last phasehadhigherlevelsof Actinobacteria, Bacteroidetes, Proteobacteria and Firmicutes and a smaller quantity of Acidobacteria.

DeBruyn et al. [56] divided decomposition into 2 phases, and showed that at the beginning, Bacteroidetes and Firmicutes predominated. In the late phase of decomposition, Firmicutes was still in abundance, while Bacteroidetes decreased and Ignatzschineria increased.

Mouth thanatomicrobiomes also vary in time – to start with, the main phyla were Firmicutes and Actinobacteria, while during bloat stage there was an increased number of Tenericutes, and growth of Ignatzschineria was also remarkable. Dry remains were characterized by a increase of Firmicutes with an abundance of Clostridiales and Bacillaceae [77].

Although an increasing number of studies widen the knowledge about thanatomicrobiome changes, it is worth noticing that scientists discover some differences related to illnesses or sex. For instance, Bell et al. [5] proved differences between the thanatomicrobiomes in male and female heart samples [53], taken from 10 cadavers and analyzed 6–58 h since death [Table III]. In male hearts, most abundant phyla was Firmicutes, while in females Proteobacteria predominated, Bacteroidetes was in similar quantity in both sexes. Bacilli and Streptococcaceae were detected almost solely in males. Lactobacillales, Rhizobiales were found only in males, while Pseudomonadales and Gammaproteobacteria were more abundant in female hearts samples. Clostridium sp. was present in both sexes in a similar percentage. Clostridium was present in almost all cadaver samples [53]. There is rapid overgrowth after death, because Clostridium have the shortest doubling time. Bacteroides and Lactobacillus spp. decreased as far as decomposition progressed [39].

Most abundant phyla in human cadaver according to sex

Heart thanatomicrobiome differences in relation to sex
Male Female
Phylum Firmicutes Proteobacteria
Bacteroidetes
Class Bacilli Gammaproteobacteria
Order level Lactobacillales Rhizobiales Pseudomonadales
Genus Streptococcus Lactobacillus
Species Clostridium spp.
Fungi presence – thanatomycobiome

Although most thanatomicrobiome studies focus on bacteria, studies about fungal presence can be the equally as important in PMI estimation in both humans and animals [13]. Human cadaver research is less frequent due to legal reasons and smaller number of donors, therefore animal research allows to extend more general knowledge on the subject. However, animal PMI estimation is also used independently in forensic veterinary medicine [92].

Research based on human studies showed fungi presence during three stages of decomposition (bloated, putrefaction and skeletonization) [83]. Samples were taken from the cadaver’s mouth, skin, rectum, vagina, lungs and grave soil or coffin fragments. In the bloated stage, Aspergillus flavus was dominating, followed by Aspergillus niger and Penicillium rugulosum in all sampling locations. In the purification stage, Candida albicans dominated in most samples, except hair, in which the fungal pattern was the same as in bloated stage. The skeletonized stage was dominated by Penicillium, with presence of Aspergillus flavus and Aspergillus niger [Table IV].

Predominant phyla in 3 decomposition stages in particular corpse parts in order to frequency of appearance

Hair Skin Mucosa Lungs Bones Clothes Soil
Bloated A. favus A. favus A. favus A. favus
A. niger A. niger A. niger A. niger
P. rugulosum P. rugulosum P. rugulosum Penicillium spp.
Putrefaction A. favus A.favus C. albicans C. albicans
A. niger C. albicans C. guilliermondii
Penicillium spp. P. piceum
Skeletonized A. favus Penicillium spp. Penicillium spp. Penicillium spp.
A. niger A. favus A. favus A. favus
Penicillium spp. A. niger A. niger A. niger

Tranchida et al. [90] describes human cadavers in an advanced decomposition state. In soil samples beneath the remains, Talaromyces udagawae (Aspergillaceae), registered as human pathogen, was detected, while in control soil samples, there was no signs of T. udagawae. In soil samples from under the cadaver, Dichotomomyces cejpii and Talaromyces trachyspermus were also found. Other fungi – Mortierella, Mucor hiemalis, Aspergillus and Penicillium frequentas were detected in control soil samples taken 15 meters from the cadaver.

Xiaoliang Fu et al. [35] presented differences between fungal succession during decomposition inside and outside, using pigs carcasses. During the decomposition of 3 pigs indoors, Candida xylopsoci, Ascomycota spp. and Thermoascus aurantiacus dominated. The outdoor carcasses decomposed faster and the dominating fungi was Yarrowia lipolytica. In soil samples from beneath the carcasses, Yarrowia lipolytica and Candida catenulate dominated. During the initial decomposition stage, fungal succession on carcasses were similar but as decay proceeded, indoor and outdoor fungal succession startedtovary.

Thanatomicrobiome of frozen cadavers

A distinct issue is the thanatomicrobiome after long-term freezing. Hyde et al. [46] described 2 donated cadavers, the first frozen for 89 days, and the second for 143 days. In both cadavers, most popular phyla in the mouth was Firmicutes, followed by Actinobacteria on the first cadaver and Proteobacteria on the second one. As decomposition progressed, Actinobacteria decreased and Proteobacteria increased on the first cadaver. A second case, also presented by Hyde [47], described 2 cadavers, one frozen for 22 days and the second for 14 days. Firmicutes and Actinobacteria increased in the later phases of decomposition. Firmicutes and Bacteroides predominated in fecal samples before purge, while later stages of decomposition were dominated by Proteobacteria. There were differences between the thanatomicrobiome genus in the two cadavers in Hyde’s second research – the first cadaver was dominated by Ignatzschineria, Acinetobacter and Pseudomonas, while in the second cadaver, Clostridium, Acinetobacter and Ignatzschineria predominated. A third piece of research by Pechal et al. [78] was performed on 2 cadavers of children, aged 9 and 13, murdered and frozen by mother. In contrast to previous research, in this one, there were observed differences between bacterial diversity during the thawing process. While thawing, Actinobacteria, Fusobacteria and Gammaproteobacteria increased, and Firmicutes decreased. In reference to families – Corynebacteriaceae, Fusobacteriaceae, Pasteurellaceae, Pseudomonaceae and Tissierllaceae significantly increased, in contrast to Prevotellaceae and Staphylococcaceae which decreased.

Soil microbial community changes

Soil microbial communities are quite different in comparison to the human microbiome. This knowledge is crucial, because there is the possibility to prove the former presence of a buried or decomposing cadaver based on microbial changes in soil [84]. A second option is estimating PMI by defining microbial communities on remains which are different in decomposition stages and are more similar to soil communities in late stages. Comparison of microbiome changes in the soil requires the appropriate collection of samples to differentiate soil related to thanatomicrobiome changes and a comparative soil sample, which is pure soil without contact with a cadaver and its thanatomicrobiome [90].

Proper sample collection includes taking soil samples right beneath the cadaver (0–5 cm) [17, 31, 84, 90] and control samples. A crucial assumption is receiving soil samples without contact with cadaver – most frequent distances, considered to be adequate, used in soil thanatomicrobiome studies are 1 m, 5 m and 15 m from the body [84, 90, 91].

Garriga et al. [2] proved that different bacterial phyla appear in particular decomposition stages, at first, Proteobacteria, Acidobacteria and Bacteroidetes predominate, while in later phases Firmicutes, Actinobacteria and Proteobacteria are more abundant,and finally Firmicutes and Proteobacteria are the most common [2, 30].

Finley et al. [31] described a one-year observation of soil microbiota beneath cadavers. Cadavers were divided into two groups – one was cadavers on the surface and the second group was buried bodies. In both groups, the predominant phylum was Proteobacteria, but in group of buried cadavers, the quantity of these bacteria was lower. Acidobacteria in the buried group was more abundant than in the surface group and in control samples. After 9 months, Firmicutes in the surface group was predominant phylum, in contrastto buriedgroupandcontrols,wheretheamountof Firmicutes was low. Acidobacteria and Verrucomicrobia were more abundant in the buried group.

Singh et al. [84] proved that the soil microbiome beneath cadavers is significantly different than the soil microbiome 1 m and 5 m from the cadaver. Right below the cadaver, the relative abundance of Firmicutes and Bacteroidetes was greater, but the amounts of Verrucomicrobia, Acidobacteria, Chloroflexi and Gemmatimonadetes were smaller. All of the cadavers were placed on a field, and the research included 732 days of sampling.

Cobaugh et al. [17] in research on four cadavers compared gut bacteria communities and soil microbiota beneath cadavers. The cadavers’ most abundant phyla were Bacteroidetes and Firmicutes, while in soil samples, the most common were Proteobacteria, Actinobacteria and Firmicutes. Actinobacteria and Firmicutes increased while decomposition progressed, in contrast to Acidobacteria and Verrucomicrobia which decreased.

There is also research on swine buried models [80], and in the soil samples, Proteobacteria was most abundant phylum, while the second most abundant phylum was Bacteroidetes, with Firmicutes increasing in later phases of decomposition. Control soil samples showed a predominance of Acidobacteria. Soil beneath the carcassescontainedareduced quantityof Acidobacteria but this phenomenon fluctuated in time and when pH raised, Acidobacteria abundance increased.

Rabbit decomposition research [92] demonstrated a predominant abundance of Proteobacteria,witha presence of Bacteroidetes and Actinobacteria. An interesting fact is that Actinobacteria was in higher abundance during early stages of decomposition, and in the group of rabbits with fur, the abundance of this phylum was definitely higher than in the bald rabbit group. In later stages of decomposition, the percentage of Actinobacteria in soil samples was nearly equal in both groups.

Season-related microbial changes

Research on rat carcasses considered different decom position patterns and microbiota in relation to different seasons. In the spring, swabs taken from the small intestine of carcasses showed that the predominant phylum was Proteobacteria, followed by Firmicutes. In the summer, the predominant phylum was Firmicutes. It is noticed that Enterococcus faecalis had different growth patterns in the spring and summer, but ultimately in both seasons, the abundance in carcasses was similar [48].

Benbow et al. [6] in research on swine carcasses in a river proved that there are some differences in decomposition during different seasons. The generally predominant phylum was Proteobacteria followed by Firmicutes and Bacteroidetes. In the summer, the decrease of Proteobacteria was slower than in the winter. In the winter, while decomposition progressed, Firmicutes abundance was, in general, higher than in the summer. In contrast to Firmicutes, Bacteroidetes was more abundant in the summer during all decomposition stages.

Another research on swine carcasses in water inthe autumn and winter [23] showed that there are some bacteria which are season-specific. Carnobacterium, Marinomonas, Aeromonas and Bacteroidales Genus 2 and 8 were present in autumn exclusively. Polaribacter and Bacteroidales Genus 4 were distinctive for winter.

Thanatomicrobiome and entomology correlation

After death, not only bacteria exist and graze on cadavers. Within minutes, chemical signals attract the first necrophagous flies [89]. Calliphora vomitoria and Lucilia sericata are the most numerous insects in Europe detected on cavers, attracted by decomposition odor [34]. Odors are chemical signals, which appear while bacteria start producing postmortem compounds. Bacteria are capable of producing or decomposing substances like indole, ammonia, putrescine, and benzoic acid during cadaver decomposition [66]. Different substances attract various necrophagous flies, but ammonia is considered to be the interkingdom signal that controls the activity of bacteria and blow flies [66]. Also, thereis a correlation between insect and bacteria genus occurrence on cadavers [Table V] [89]. Relations between bacteria and blowflies work both ways – some bacteria, like Proteus mirabilis, occur on cadavers, transferred bythesalivaryglandsof blowfly Lucilia sericata. The burying beetle transfers its own gut microbiome onto the cadaver – Morganella, Proteus, Providencia, Vagococcus, Xanthomonadaceae and Tissirella [95]. On the other hand, insects, like burying beetles, struggle to obtain the carbohydrates, lipids and proteins present in the cadaver. For this purpose, insects participate in spreading oral secretions that have antibacterial activity, helping to restrain bacterial proliferation [95].

Correlation between bacteria and insects ocurrence on cadaver

Insect Necrophagous flies in general Sacrophaga spp. Lucilia cuprina Sacrophaga spp. Cochliomyia macelluria
Bacteria genus Streptococcus Staphylococcus Proteus Morganella Escherichia Myroides Ignatzschineria Streptococcus Staphylococcus Bacillus Micrococcus Bacillus Providencia Escherichia Enterococcus Ochrobactrum

Studies in general focus on the presence of insects on cadavers or on the thanatomicrobiome, and there is only a few examples of research on how both bacteria and insect presence are related [34], [89]. It is clear that presence of some insects entails the appearance of some bacteria phyla and vice versa [89], but future studies may be able to clarify the correlation in later phases of decomposition and enable a precise definition of relations between the development of thanatomicrobiome phyla and insects in particulars decomposition stages.

Conclusions

Over the years, knowledge about microbiome changes decisively increased. A constantly rising number of scientific studies and research leads to the possibility of PMI estimation using the thanatomicrobiome. Nowadays, we can distinguish three to five decomposition stages basing on cadaver microbiomes and bacterial community shifts during decay. Moreover, distinctive microbiome changes in the soil beneath the remains, either on the surface or soil beside a buried cadaver, can equally precisely determine the time since death. Distinctive differences occur in thanatomicrobiome changesinwaterorduringthethawingprocesstoo. In addition, the microbiome on the cadaver is dependent on the season. Some bacteria can be transferred onto the cadaver by necrophagous insects. Furthermore, the microbiome is not the only indicator we can use in PMI estimations, as fungal changes after death (thanatomycobiome) are also characteristic and specific to different decomposition stages and body parts.

Some research focuses on differences between human decomposition and animal models. The final conclusion is that there is a sufficient similarity in different mammal decomposition stages, and process to expand animal model’s records to believable conclusions for the human cadaver decomposition model.

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Life Sciences, Microbiology and Virology