Startseite A brief and comprehensive history of the development and use of feed analysis: A review
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A brief and comprehensive history of the development and use of feed analysis: A review

  • Jerald H. Severe ORCID logo EMAIL logo
Veröffentlicht/Copyright: 26. Oktober 2022

Abstract

Currently, there are no general reviews that focus on feed analysis and its development from early to modern use. An objective of this review was to create a brief chronology of people, discoveries, and activities that were part of the development of modern feed analysis. Peer-reviewed, extension, and trade literature were used as resources in this review. Conference and symposia proceedings were also referenced. Some textbooks and PhD dissertations were cited. Finally, historic agricultural and other scientific literature dating from 1725 to 1936 were all used as sources. In modern society, feed analysis is more widely used than ever before in history, and interest in and utilization of feed analysis steadily increases. The history of feed analysis is not a simple chronological construct, since feed analysis has developed in conjunction with advancements and discoveries in chemistry, nutrition, and agricultural sciences. Using different systems of analysis, the evaluation of feeds has been practiced for millennia. Feed analysis, its categories, systems, methods, and applications are topics of universal interest among extension, education, and agricultural professionals. This review of people, practices, and events leading to the development of feed analyses can be a useful resource for anyone who wants to convey unique information about feed analysis and its history.

1 Introduction

In recent years, feed analysis has become an important tool in many academic disciplines other than livestock nutrition. In the field of range science, feed analysis has been used to assess the quality of forages consumed by wildlife [1]. Feed analysis is also used as a tool in crop science to assist in cultivar selection in plant-breeding programs [2]. In the environmental quality field, feed analysis is used to mitigate livestock pollution issues [3]. In toxicology, feed analysis is used to identify and quantify feed-born poisons, such as aflatoxin [4].

In contemporary agribusiness, nutritional information obtained from feed analysis is used to market feed products domestically and internationally [5]. Feed analysis is crucial in establishing quality assurance in manufactured feeds [6]. The monetary value of feedstuffs can be established through valid feed analysis [7]. Feed analysis aids in preventing detrimental or unwanted feed components from reaching consumers [8]. Accurate feed analysis performed by commercial or governmental laboratories can provide unbiased, independent, third-party verification of feed quality from which sellers and purchasers of animal feeds can negotiate transaction terms.

Recently, feed analysis has been used by various government organizations for differing reasons. Feed analysis has been used to enforce and monitor compliance to contractual terms. The United States Fish and Wildlife Service has utilized feed analysis to set contract parameters for minimum feed quality standards, as in pelleted alfalfa supplied to the National Elk Refuge for the elk feeding program in Jackson, Wyoming, USA. Several USA state wildlife agencies have also used feed analysis in ways similar to those of the National Elk Refuge. The United States Department of Agriculture Farm Service Agency has also utilized feed analysis in qualifying farmers and livestock producers for disaster relief.

As stated, feed analysis has widespread use among diverse groups. As time passes, feed analysis will continue to increase in importance for modern societies. As land and food resources become more limited, more sustainable use of resources will be required [9]. Sustainable use of feed resources can come from proper and efficient feed management. This is made possible chiefly by accurate and reliable feed analysis.

Early histories reporting origins of feed analysis are very limited. Historic accounts of the development of feed analysis are scattered; therefore, a brief chronologic compilation of significant individuals, theories, and technological advancements which have led to the development of contemporary feed analyses will be given in this review. Apart from providing background on feed analysis, in general, this review will primarily focus on the history of feed analyses that quantify fiber, lipid, and nitrogen components.

2 Early development of animal nutrition

Historically, feed analysis has developed concurrently with theoretical and technological advancements in the sciences of agriculture, nutrition, and chemistry. Over time progress in these sciences has continuously led to change in theories, methods, instrumentation, and terminology associated with feed analysis. Contemporary readers who have been educated in modern science may find it hard to understand logic and terminology from the eighteenth century or earlier. Efforts have been made in this review to provide background and explanation to fill in gaps in comprehension due to centuries of change in science and terminology.

Francois Magendie (1783–1855) described nutrition in his day as a subject resulting from conjecture, and ingenious hypothesis used to satisfy imaginations. Often knowledge of nutrition was not arrived at through sound scientific experimentation [10,11]. Incorrect ideas about nutrition often hampered progress in the science. However, through investigations in animal and plant nutrition by such scientific pioneers as Antoine François Fourcroy (1755–1809), Justus von Liebig (1803–1873), Heinich Einhof (1777–1808), Albrecht Daniel von Thaer (1752–1828), Michal Oczapowski (1788–1854), and others progress was accelerated [10,11]. Beginning with the Chemical Revolution and discovery of true elements during the late seventeenth and early eighteenth centuries, true progress and significant advancements were made in nutritional science.

During much of the eighteenth century and into the beginning of the nineteenth century, it was thought that three classes of materials existed in nature: mineral, vegetable, and animal. Animal nutrition was considered to be a process by which animals transformed vegetable matter into animal matter [12]. Dry distillation was commonly used for nearly 200 years (1615–1794) to analyze organic matter. Early on, organic matter analyzed through dry distillation was separated into weighed fractions characterized as gaseous, phlegm (watery matter), oil, or carbon residue. Later, organic matter as characterized as carbonic oxide, carbonic acid, watery fraction, empyreumatic oil, acidic fraction, carbureted hydrogen fraction, and charcoal. Even later, volatile alkalies, ammonia, and nitrogen were used by researchers to describe organic matter [13].

In 1785, Claude Berthollet found that ammonia was given off when animal tissues decomposed, establishing that animal tissues contained nitrogen. Other scientists of the period also verified that nitrogen was in animal tissues [14]. It was generally believed that nitrogen was not in plants. Constituents such as sugar, starch, or fat were thought to be unique to plants [10]. Consequently, in error, nitrogen was considered unique to animal matter. This information was erroneously used as a system to classify organic materials under two broad categories: animal and vegetable substances. Materials classified as animal substances contained nitrogen, while materials thought to have no nitrogen were regarded as vegetable substances. However, in 1789, Antoine François Fourcroy found nitrogen-containing substances in the plant family Brassicaceae [14]. Therefore, in cases where plants contained nitrogen, the plants were considered animal substance with vegetable parts [12].

Although it had been determined that nitrogen was a characteristic of animal substances, the absolute source of nitrogen was unknown, whether from an animal’s diet or from the atmosphere. In 1816, François Magendie performed simple nutritional experiments using dogs to determine if animals assimilated atmospheric nitrogen. Magendie fed dogs diets which contained carbohydrates and lipids; exclusively. After several weeks, with inadequate nitrogen in their diets, all dogs in Magendie’s experiments died. Magendie’s experiments demonstrated that animals derive nitrogen exclusively from diet and not from the atmosphere. He also discovered that animal diets can be incomplete and diets devoid of nitrogen cannot sustain life indefinitely [10].

Jean Baptiste Boussingault in 1836 through his own experimentation confirmed Magendie’s findings. Boussingault also proposed that nitrogen needed by animals could be obtained from plants. In consideration of Magendie’s work and his own, Boussingault suggested indexing and assessing plant foods based on nitrogen content. He also stated that other organic and inorganic substances may be needed for animal nutrition. However, Magendie is credited as the first to separate food nutrients into three components, namely protein, fat, and carbohydrate [14,15].

Liebig hypothesized, in 1842, that fat and carbohydrates underwent oxidation in animals [16]. He also generalized that albumen (protein) from plants is the starting point or foundation for diverse animal parts and tissues [14]. In the same year, George Budd recognized medical disorders resulting from nutrient deficiency. Although it may be asserted that through his work with scurvy in 1746 nearly a hundred years earlier, James Lind discovered the link between health and proper nutrition. However, Lind did not recognize citrus juice (vitamin C) as a deficient nutrient. Rather, at the time citrus juice was recognized as a cure or preventative for environmental conditions that led to scurvy [10]. Therefore, the link between disease and nutrition was not adequately established by Lind. Recognition of the importance of proper nutrition for optimum animal and human health stimulated a need to qualify and quantify food by more precise and accurate methods of evaluation, characteristic of chemical analysis.

3 Definition of feed analysis

Analysis was defined in 1775, “to dissolve, or break in pieces; a separation, or solution of a compound body into parts of which it consists” [17]. Analysis was later defined by Webster in 1828 as “The separation of a compound body into its constituent parts” [18]. The definition of analysis has changed little since 1775, in its primary sense, “a separation of a whole into its component parts” [19]. Taking into consideration the historic and present-day definition of analysis, feed analysis can be defined as the separation of a forage or feedstuff into its components.

4 Categories of feed analysis

There are several categories of components by which feeds are commonly analyzed: anatomical, sensorial, structural, and chemical. Anatomical components can include plant parts such as seeds, blossoms, stems, or leaves. Sensorial components comprise feed characteristics such as smell, texture, taste, and color. Structural components include feed characteristics such as particle size, chop length, leaf shatter, or fines. Chemical analyses of feeds are typically performed to establish ratios or percentages of broad chemical groups found in feeds, such as water, carbohydrates, lipids, and protein. However, currently some animal nutrition professionals emphasize that to optimize animal performance, chemical analysis of feeds should not only be carried out to quantify broad nutrient groups, but also for specific chemical compounds such as amino acids like lysine [20] and even specific sugars [21].

Feed analysis using nominal or ordinal scales is probably most common when evaluating sensory components of feeds such as smell, texture, taste, and color. Qualitative analysis, though not as precise as quantitative measures, will probably always be necessary as long as such characteristics as appearance, smell, and texture of feeds are important to livestock producers for rapid and inexpensive establishment of feed quality.

Currently, anatomical, sensory, and structural feed components can be quantified using various technologies [22]. For example in a palatability study, electronic nose analysis (ENA) was used to determine the aromatic characteristics of concentrate feeds which affect feed intake in sheep. Through ENA technology, total volatile organic compounds and sulfur compounds were quantified in feeds. Specific chemical groups such as aldehydes and terpenes were also quantified. In addition, specific compounds methanamine and α-pinene were identified and thought to contribute to negative odor or flavor in feeds studied [23]. Physical components commonly evaluated using qualitative measures can also be assessed quantitatively such as particle size [24], grain content [25], leaf or stem content [26], or stem shear force [27].

Present-day analyses of chemical feed components are almost exclusively quantified using methods which express measurements in continuous numerical values, which is the case where feed component determinations are established using gravimetric, volumetric, or spectroscopic methods.

5 Early feed analysis

5.1 Scope and other reviews

This section presents a brief historic summary of feed analysis from its beginnings to about 1860. Antonkiewicz and Łabętowicz [11] have written a related review, “Chemical innovation in plant nutrition in a historical continuum from ancient Greece and Rome until modern times.” Then, other authors [28,29] have written extensive histories covering specific feed analysis method development and individuals involved. For example, Flinn [28] authored, “Feed Analysis 1860–1990: How much has really changed.” And, Midkiff [29] wrote a history of Association of Official Analytical Chemists (AOAC), “A century of analytical excellence: The history of feed analysis, as chronicled in the development of AOAC official methods, 1884 to 1984.”

5.2 Animal performance and qualitative feed analysis

Although many systems or methods of feed analysis change with advancements in sciences, use of animals to evaluate feed quality has been constant throughout the history. Assaying animal performance has likely been practiced with differing logic, determination, and methodology since prey animals were first domesticated over 8,500 years ago for food and fiber production [30]. Paradoxically, even with advancements in contemporary feed analysis, animal response remains the best measure of feed quality.

Much of what was understood about mechanisms of animal nutrition up to the late eighteenth century was based on speculation and creative thinking. The philosophy of matter was metaphysical [31]. Studies of substances were largely qualitative where chemicals were defined by sensory characteristics and comparisons [32]. Therefore, it follows that methods for analysis of feeds were like those in chemistry: qualitative. Feed characteristics, before the late eighteenth century, were described by sensory and comparison methods.

Weisbjerg et al. [33] suggested that feedstuffs have been recognized as having different feeding values for centuries. Tyler [34] corroborated Wiesbjerg’s assertion by referencing examples of feed evaluation using hay or straw standards as early as 1725. However, it is probably accurate to state that animal feeds have been analyzed or ranked by livestock producers by relative nutritional values of feeds (equivalents) since 2500 BC [35]. Examples of analyzing feed quality in terms of color, smell, favor, texture, and animal responses are abundant in the ancient literature. Although not as precise and objective in assessing nutrient content in feeds using modern chemical or spectroscopic methods, sensory assessment has been shown in modern times to be strongly correlated to nutrient composition in feeds [36].

Dickson [37], in 1788, described the production techniques and concepts related to feed quality from translated Roman texts from about the second-century BC to fifth-century AD. Translations summarized in Dickson’s [37] “The husbandry of the ancients” provide insight into beneficial Roman forage production practices that were, apparently, valued by eighteenth-century producers. Interestingly, Roman feed management and evaluation practices outlined in Dickson’s work correspond with many contemporary feed management and evaluation concepts. However, eighteenth-century English diction translations of Roman records are different from that of modern English language.

Roman producers recognized relative nutritional values of different feeds. Roman authors state that medica (alfalfa) and other legumes are characteristically superior for rapid fattening and greater milk production in sheep and cattle compared to other fodders [37,38]. Columella recognized the basic significance of dry matter content in feeds; “If you shall give it (alfalfa or cytisus) dry…give it more sparingly, because it has more strength” [37 pp. 226, 227]. He further suggests that “… because it has more strength; first infuse it in water, and, when taken out, mix it with short straw” for feeding [37 p. 226].

The correlation of crop maturity and feed quality was also understood by Roman producers. They suggest “by cutting grass early …the hay is much better quality” [37 p. 324]. They also state that alfalfa or medica should be cut when “it begins to flower” [37 pp. 242, 243]. Contemporary researchers continue to suggest that the optimum time to harvest alfalfa is at the growth stage of one-tenth bloom. This gives credibility to Roman knowledge of alfalfa quality relative to physiological maturity [39].

Although unaware of the dynamics of rumen microbial populations, Roman producers were aware of the necessity of adaptation of cattle in relation to feeding alfalfa [38 pp. 201, 237]. When changing cattle from another feed to alfalfa, Roman writers suggest, “… at first, this new kind of forage must be given sparingly for it makes cattle swell (i.e. bloat)” [37 p. 241]. Roman agriculturalists such as Columella clearly recognized the value of adjusting rations (daily intakes) according to animal performance; and that adjustments in quantity of feed were dependent on characteristics of specific plants [37].

Efforts of eighteenth-century writers to translate Roman texts in order to discover and document practices of forage selection, cultivation, and evaluation make it clear that Roman systems were valued by eighteenth-century producers. It may be assumed that knowledge of feed quality as well as animal health, growth, and production changed so little since Roman times that eighteenth-century British producers still sought beneficial information from ancient sources. This assumption is verified by Dickson, who stated that Roman practices are “worthy of our imitation” [37 pp. 78, 324].

5.3 Early chemical analysis of feeds

Use of chemical analysis to evaluate feeds likely emerged at the turn of the eighteenth century. In “Grundsätze der rationellen Landwirthschaft” [40], Thaer (1752–1828) described the use of chemical analysis to establish a system of feed evaluation using equivalents. In the English translation, “The principles of practical agriculture” [41], Thaer described use of albumen and sugar content data in feeds to create his hay-based equivalent system for feed evaluation. Thaer’s hay-based equivalent system relied on albumen, sugar, and animal studies of feeds carried out by Heinich Einhof (1777–1808). However, Thaer was uncertain as to specific methods used by Einhof to determine albumen and sugar contents used in his feed evaluation system [41].

Summarizing the chronology of developments in chemistry which led to food or feed analysis is challenging, especially prior the late eighteenth century. Archaic philosophies concerning the true nature of matter and antiquated terminology can encumber comprehension of earlier science by modern investigators. Additionally, the meandering nature of scientific discovery and slow transitions toward new philosophies and away from old make construction of a purely sequential outline of discoveries and people leading to use of chemical feed analysis unfeasible. Therefore, a general outline of development of chemical feed analysis will be presented.

Before Dalton (1766–1844) developed modern atomic theory, there had been numerous philosophies concerning the composition of matter throughout the world, largely based on metaphysics [42]. However, through the work of many leaders in science, such as Antoine Lavoisier and John Dalton, a transitioning away was facilitated from old ideas concerning the nature of matter to modern theories [43].

Efforts in early chemical analysis produced separations of matter relative to technology and knowledge available. From about 400 BC to 1500 AD composition of bodies, or elements in modern terms, were categorized into four broad categories namely Earth, Air, Water, and Fire. Conception of this four-element theory attributed to Empedocles, 490–430 BC [44]. This four-element theory is rational, since human senses were the primary instruments for analysis of the time. Logically, analysis of matter anciently was limited to sensory analysis, hence conception of four tangible elements, Earth, Air, Water, and Fire.

Paracelsus (1493–1541) separated matter into more refined categories of Mercury (volatile components), Sulfur (oily components), and Salt (solid residues) [44,45]. These three elements correspond closely to products obtained from distillation analysis. Colombani [44] suggested that during the latter part of the seventeenth century, the four-element system of Empedocles and three-element system of Paracelsus were occasionally mixed creating a five-element system, Earth, Water, Mercury, Sulfur, and Salt. These elements were thought of as the end results of chemical analyses or substances that could not be broken down further [44].

According to Colombani [44], from about 1750 to 1787 was a period in which chemical substances, to an extent, became defined by steps of analysis toward ultimate substance. Proximate substances (e.g., oils and fats) resulted from analyses which gave products that could be broken down further into ultimate substance. Ultimate substances (elements), as they were referred to, resulted from final analyses which produced products that could not be broken down further by methods of the day.

Categorizing substances by degree of analyses was antecedent to modern concepts of proximate and ultimate analyses. Proximate analyses describe procedures which separate substances into broad categories such as moisture, protein, fiber, fats, ash, and oil. These categories are often preceded by the adjective crude. Conversely, ultimate analysis describes procedures which lead to the determination of specific elements such as nitrogen (N), phosphorus (P), potassium (K), or sulfur (S).

Fourcroy’s (1755–1809) statement: “The goal of chemistry is to know the intimate (inmost) nature of bodies (chemical composition)” aids in understanding reasons for major transitions and goals of chemistry in the late eighteenth century [46 p. 25]. A clear objective of chemistry was to ultimately discover fundamental substances. Therefore, a trend of chemistry to labor toward discovery of “principles” or substances that could not be decomposed further led to transitioning away from old philosophies, as real elements were discovered [44].

In the late eighteenth century, modern theories of chemical composition began to be recognized, transitioning chemistry away from old philosophies of matter. Colombani [44] indicates that by 1787 definitions of matter such as Earth, Water, Mercury, Sulfur, and Salt had been dropped and replaced by 55 simple substances. Just over half of the 55 were true elements. Other items such as acids, light, and caloric were included in the list of 55 elements. Items included in the list of 55, not considered elements today, were likely included because technology did not exist to break down the substances further.

Many writers identify the late-eighteenth century as the beginning of the chemical revolution. During this period, because of great scientists such as Lavoisier, Berthollet, Fourcroy, and without question others, the science of chemistry established a sure-footing based on sound theory, experimentation, and improved methods of analysis, all of which aided in developments and progress in the science of nutrition and consequently feed or food analysis.

6 Early feed analysis systems

6.1 Development

As early as 1809, Albrecht Thaer and Heinich Einhof used chemical methods to evaluate feeds [47]. The Weende method was the first comprehensive or formal chemical system of feed analysis. This method was initially developed by Heinich Einhof [48]. Still in use today, through the Weende method, feeds can be separated into five constituents: water, ash, fat, protein, and carbohydrates [28]. Interestingly, even with the advancement of science and technology, chemical analyses of feeds have changed little in almost 150 years [28]. Primary methods upon which contemporary chemical feed analysis systems are based still comprise gravimetrics, distillations, and extractions.

6.2 Gravimetry

Gravimetry is the determination of an element (or substance) through measurement of the mass of an insoluble product [49]. Gravimetric analysis was developed throughout the eighteenth century. Combustion and distillation methods were commonly used to isolate chemical substances and gravimetric analysis was used to quantify isolated fractions [13]. Before the twentieth century nearly, all chemical analyses were performed by gravimetry.

Although titrimetric and spectroscopic determinations are widely used today, gravimetric methods are still among those used foremost in modern feed analysis. Gravimetric methods are valid standalone analyses having no need for reference material on which to compare results [49]. Common analyses such as dry matter, crude fiber, acid detergent fiber, and neutral detergent fiber determinations all employ gravimetric procedures.

6.3 Distillation

Although not used directly to quantify nutrients in animal feeds, distillation methods led to the discovery of nitrogen in animal matter and apparent absence or relatively minute quantities of nitrogen in vegetable matter. Distillation is also a crucial phase in separating free ammonia during crude protein determination using Kjeldahl analysis. Therefore, distillation is relevant to the history of feed analysis.

The technology of distillation has been used to separate substances for centuries. Fundamentally, distillation is carried out when a volatile substance is vaporized, collected, condensed, and recollected into another vessel [50]. Distillation methods exploit characteristic boiling points of substances for separation from chemical mixtures.

Distillation methods were a key analytical tool, which were used from about 1615 to 1794 to fractionate organic substances [13]. Use of distillation was driven, in part, by economic applications for distillates. It was also thought that distillates derived from animal and vegetable substances would lead to advances in medicine and in understanding animal nutrition. In addition, it was believed in the eighteenth century that distillates from organisms could be used in biological classification to distinguish animal from vegetable matter [12]. These applications for this type of analysis led to copious documentation, for distillations of practically every creature available as demonstrated in the work of Neumann, 1773 [51].

Fractions collected from distillation procedures were referred to as either aqueous, gaseous, phlegm (mucus), oil, or carbon residue [52]. When possible, distillates were even quantified as weighted fractions [13]. Early in the eighteenth century, volatile alkali and acidic fractions were collected through distillation and later, in error, attributed to either animal or plant substances, respectively.

As a side note, often when scientific discoveries or observations are made, their significance may not be recognized or understood at the time. For example, Brandit made the first discovery of the chemical element phosphorus in 1669. But phosphorus was not recognized as a chemical element until Lavoisier in about 1789 [31]. Similarly, determination of nutritional composition of feed through chemical analysis was not practiced probably any earlier than the end of the eighteenth century. However, through distillation methods, as early as the late seventeenth or start of the eighteenth century, it was observed that young plants “gave more volatile alkali (ammonia) and less acids than did mature ones” [43 p. 136].

Nearly 100 years later, it was recognized that sources of volatile alkali (ammonia) come from decomposition of nitrogenous compounds (crude protein) in plant material and that dietary nitrogen was needed to sustain life. Today, it is generally recognized, through chemical analysis, that less mature forages have characteristically higher crude protein and are more nutrient dense than more mature forages. But these realizations only came about with advancements in chemical and nutritional knowledge that facilitated true correlations between maturity of forages and nutrient density.

6.4 Extraction and leaching

Before 1800, it was recognized that combustion and dry-distillations were characteristically destructive methods for isolating chemical substances. Extraction and leaching methods were found to be more benign chemical isolations, facilitating collection of substances unchanged [53]. Extraction and leaching through the use of solvents became preferred methods for isolation of chemical substances. By washing feed substances using organic and inorganic solvents, organic and inorganic solutes can be removed from feed materials, respectively. Solvents containing dissolved feed components can then be separated from undissolved material by decanting or filtering [50].

According to Van Soest [54] as early as 1800, there was agreement that plants have an indigestible woody fiber component; feed quality was thought to be negatively correlated with woody fiber content. This led to the emergence of fiber determination through extraction. Extraction or leaching of digestible plant components was seen as a method of woody fiber determination. Extraction methods facilitated nutritional feed quality evaluation.

Einhof made crude fiber determination of feeds through a series of extractions. Ether, alcohol, water, dilute acid, and dilute alkali were all solvents used by Einhof to isolate the crude fiber component in feeds [54]. As with Einhof’s work, the subsequent Weende methods and more up-to-date Van Soest procedures for fiber determination rely heavily on extraction procedures for evaluation of feed quality.

7 Balancing rations

In the science of animal nutrition, several principles encourage practice of feed management: animals have nutrient requirements for maintenance, growth, reproduction [55,56], animal nutrient requirements can be satisfied through their consumption and assimilation of balanced rations [55,56], and data disclosing nutrient composition in animal feeds are needed to facilitate formulation of economically balanced animal rations [57,58].

Balancing animal diets or rations is a method used to manage animal feeding. As early as 1852, nutritional data needed for balancing livestock rations were collected by experiment stations and university laboratories in Europe and especially in Germany, using actual feeding experiments and by calculations and comparisons [59]. Later, Weende methods were used to analyze feeds used for creation of feed composition tables beginning in about 1864 [60].

From inception, reasons for balancing livestock rations were largely economic. Balanced rations provided livestock producers with greater quality and production assurances. However, successfully balanced rations are dependent on accurate feed composition data. For example, crude protein analyses which indicate nitrogen content less than that of a feeds true value would cause over supplementation of protein within a balanced ration. Curtiss [61] in 1900 noted that an effect of feeding rations too rich in nitrogenous material is that excess nutrients pass out of animals as waste, and therefore were not economical. Excess animal waste, though a primary economic concern of the late nineteenth century and much of the twentieth century in recent decades, has become a major environmental concern [62]. As important as accurate feed analysis is for formulating balanced feed rations for economic reasons, feed analysis may be more important to society for mitigation of environmental animal waste issues and for efficient and sustainable use of earth resources in the future.

8 Accuracy and precision

Although feed analysis is a field that undergoes frequent change, there are two unchanging universal objectives that guide all responsible individuals who perform feed analysis or who value feed analysis as a resource. Those objectives are accuracy and precision. Accuracy is a primary objective of feed analysis. Accuracy is used to describe how well an analytical value or measurement from a sample represents the true value from a population [63]. Precision as it pertains to feed analysis is how closely a group of measurements taken from a specific analyte agree.

In the early nineteenth century, German agricultural chemist saw a need for consistency and improvement of analytical methods. Also recognizing a need for uniformity and more satisfactory laboratory results concerned chemists and citizens in the United States organized the Association of Official Agricultural Chemists (AOAC) in 1884 [29]. Initially, the major focus of the AOAC was on the quality of analysis and methods of commercial fertilizers; but by about 1886, interest grew for uniformity of methods for analysis of animal fodders and feedstuffs. Since 1886, AOAC has successfully provided industry, government, and academia with high quality, reliable analytic methods to evaluate animal feeds, to increase precision and accuracy within and between laboratories.

Despite development of uniform analytical methods for evaluation of animal feeds, such as those authorized by AOAC, there is evidence of accuracy and precision problems among US feed laboratories. These problems have been documented in trade and professional publications [64]. Inaccurate feed analysis confounds the true objectives of end-users, harming rather than benefiting them. Unlike the past, the challenge of those who use feed analysis in the future may not be access to valid analytical methods or technology, but in achieving available, accurate, and precise measures of feed composition to support sustainable agricultural practices.

Development and utilization of certified reference material (CRM) is a step toward achieving greater accuracy and precision within and between feed laboratories. CRM serves a vital function in assessing feed laboratory performance over time [65]. CRM will become increasingly important as automated sensor-based feed evaluation technologies, for example, near infrared reflectance spectroscopy, are incorporated into such areas as precision feeding and feed quality control systems.

9 Conclusions

Feed analysis has become an integral part of the science of animal nutrition. It has become so, because feed is the major cost of modern animal production systems, and because feed analysis is vital to efficient and sustainable animal production agriculture. Reliable data on nutrient composition in feedstuffs are needed to economically balance animal rations. Consequently, feed analysis has emerged as a valuable tool for animal nutritionists, owners, caregivers, or producers. Currently, feed analysis is nearly standard practice for many animal production systems. It plays an important role in facilitating and promoting animal health, and has brought about historically unprecedented advances in livestock production and efficiency through ration balancing. However, use of feed analysis has evolved beyond being a tool for those involved with animal production or care. Feed analysis has become a valuable tool in many other scientific fields. Currently, feed analysis is widely utilized in academia, government, and industry. Feed analysis is likely to continue to evolve and have even greater positive impacts on society as environmental concerns, such as climate change or sustainable agricultural practices, become more compelling. The origins and history of feed analysis, knowledge of the people, practices, and events leading to its development are beneficial to any who seek understanding, instruction, or guidance regarding the important subject of feed composition.

Acknowledgments

The author is grateful to Mr. Paul Gunderson, a forage producer from the State of Idaho in the USA, for providing important resources that facilitated the publication of this review.

  1. Funding information: The author states no funding involved.

  2. Conflict of interest: The author states no conflict of interest.

  3. Data availability statement: Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.

References

[1] Alldredge MW, Peek JM, Wall WA. Nutritional quality of forages used by elk in northern Idaho. J Range Manage. 2002 May;55:253–9.10.2307/4003131Suche in Google Scholar

[2] Coors JG, Lowe CC, Murphy RP. Selection for improved nutritional quality of alfalfa forage. Crop Sci. 1986 Sep;26(5):843–8.10.2135/cropsci1986.0011183X002600050001xSuche in Google Scholar

[3] Fox DG, Tylutki TP, Tedeschi LO, Cerosaletti PE. Using a nutrition model to implement the NRCS Feed Management Standard to reduce the environmental impact of a concentrated cattle feeding operation. Proceedings of the symposium, Visions for Animal Agriculture and the Environment. Kansas City, Kansas. Department of Animal Science. Ames, IA: Iowa State University; 2006 Aug. 6 https://www.nutritionmodels.com/papers/FoxetalVISIONS200615.pdf.Suche in Google Scholar

[4] Decastelli L, Lai J, Gramaglia M, Monaco A, Nachtmann C, Oldano F, et al. Aflatoxins occurrence in milk and feed in northern Italy during 2004–2005. Food Control. 2007 Oct 1;18(10):1263–6.10.1016/j.foodcont.2006.08.006Suche in Google Scholar

[5] Hopper JA, Peterson HH, Burton RO. Alfalfa hay quality and alternative pricing systems. J Agric Appl Econ. 2004 Dec;36(3):675–90.10.1017/S1074070800026948Suche in Google Scholar

[6] Adesogan AT. What are feeds worth? A critical evaluation of selected nutritive value methods. Proceedings 13th Annual Florida Ruminant Nutrition Symposium; 2002 Jan 10. p. 33–47.Suche in Google Scholar

[7] Mertens DR. Interpretation of forage analysis reports. Proceedings of the 30th National Alfalfa Symposium. Las Vegas, NV, USA: 2000. p. 163–76 https://alfalfa.ucdavis.edu/+symposium/proceedings/2000/00-163.pdf.Suche in Google Scholar

[8] Aganga A, Nobo G, Gopadileng T. Monitoring feed nutrient content of available commercial poultry feeds in Botswana. Online J Anim Feed Res. 2011;1(2):67–72.Suche in Google Scholar

[9] Pelletier N, Tyedmers P. Forecasting potential global environmental costs of livestock production 2000–2050. Proc Natl Acad Sci. 2010 Oct 26;107(43):18371–4.10.1073/pnas.1004659107Suche in Google Scholar PubMed PubMed Central

[10] Carpenter KJ. A short history of nutritional science: Part 1 (1785–1885). J Nutr. 2003 Mar 1;133(3):638–45.10.1093/jn/133.3.638Suche in Google Scholar PubMed

[11] Antonkiewicz J, Łabętowicz J. Chemical innovation in plant nutrition in a historical continuum from ancient Greece and Rome until modern times. Chemistry-Didactics-Ecology-Metrology. 2016;21(NR 1–2):29–43.10.1515/cdem-2016-0002Suche in Google Scholar

[12] Goodman DC. The application of chemical criteria to biological classification in the eighteenth century. Med History. 1971 Jan;15(1):23–44.10.1017/S0025727300016100Suche in Google Scholar PubMed PubMed Central

[13] Nierenstein M. A missing chapter in the history of organic chemistry: The link between elementary analysis by dry-distillation and combustion. Isis. 1934 Apr 1;21(1):123–30.10.1086/346834Suche in Google Scholar

[14] Rosenfeld L. Justus Liebig and animal chemistry. Clin Chem. 2003 Oct 1;49(10):1696–707.10.1373/49.10.1696Suche in Google Scholar PubMed

[15] Lusk G. The elements of the science of nutrition. New York: WB Saunders Co; 1928. p. 65.Suche in Google Scholar

[16] Johnson DE. Contributions of animal nutrition research to nutritional principles: Energetics. J Nutr. 2007 Mar 1;137(3):698–701.10.1093/jn/137.3.698Suche in Google Scholar PubMed

[17] Fenning D. The Royal English dictionary: or, A treasury of the English language. L. Hawes, and Company T. Caslon, S. Crowder, B. Law, G. Robinson [and 2 others in London]; 1775 Analysis. p. 9.Suche in Google Scholar

[18] Noah Webster’s first edition of an American dictionary of the English language. San Francisco: Foundation for American Christian Education; 1828. Analysis p. 153.Suche in Google Scholar

[19] Dictionary, Merriam-Webster. Analysis. merriam-webster.com. 2021.Suche in Google Scholar

[20] Pretz JP. Application of rumen-protected lysine to lower crude protein diets for lactating dairy cows. Doctoral dissertation, Kansas State University; 2013.Suche in Google Scholar

[21] Sniffen CJ, Tucker C. Feeding, breeding, and herd health - Rations balanced for ind1ividual sugars may benefit the rumen. Hoard’s Dairym. 2011;156(15):555.Suche in Google Scholar

[22] Cheli F. Rapid detection of feed quality: the ‘artificial senses’. Rapid methods Europe 2008 for food and feed safety and quality. The Netherlands: Rapid methods Europe; 2008. p. 72.Suche in Google Scholar

[23] Rapisarda T, Mereu A, Cannas A, Belvedere G, Licitra G, Carpino S. Volatile organic compounds and palatability of concentrates fed to lambs and ewes. Small Rumin Res. 2012 Apr 1;103(2–3):120–32.10.1016/j.smallrumres.2011.08.011Suche in Google Scholar

[24] Garcia AR. Usage of the Penn State Forage Separator for evaluating particle size of TMRs; 2009. https://digitalcommons.calpoly.edu/dscisp/24/.Suche in Google Scholar

[25] Mc Geough EJ, O’kiely P, Hart KJ, Moloney AP, Boland TM, Kenny DA. Methane emissions, feed intake, performance, digestibility, and rumen fermentation of finishing beef cattle offered whole-crop wheat silages differing in grain content. J Anim Sci. 2010 Aug 1;88(8):2703–16.10.2527/jas.2009-2750Suche in Google Scholar PubMed

[26] Mowat DN, Fulkerson RS, Tossell WE, Winch JE. The in vitro digestibility and protein content of leaf and stem portions of forages. Can J Plant Sci. 1965 Jul 1;45(4):321–31.10.4141/cjps65-065Suche in Google Scholar

[27] Liu L, Yang ZB, Yang WR, Jiang SZ, Zhang GG. Correlations among shearing force, morphological characteristic, chemical composition, and in situ digestibility of alfalfa (Medicago sativa L) Stem. Asian-Australasian J Anim Sci. 2009 Mar 4;22(4):520–7.10.5713/ajas.2009.80477Suche in Google Scholar

[28] Flinn PC. Feed Analysis 1860-1990: How much has really changed. Recent advances in animal nutrition in Australia. Australia: University of New England; 1991. p. 121–36.Suche in Google Scholar

[29] Midkiff VC. The history of feed analysis, as chronicled in the development of AOAC official methods, 1884–1984. J Assoc Off Anal Chem. 1984 Sep 1;67(5):851–60.10.1093/jaoac/67.5.851Suche in Google Scholar

[30] Wahlqvist ML. Critical nutrition events in human history. Asia Pac J Clin Nutr. 1992 Jun 1;1:101–5.Suche in Google Scholar

[31] Pérez-Bustamante JA. Analytical chemistry in the discovery of the elements. Fresenius’ J Anal Chem. 1997 Jan;357(2):162–72.10.1007/s002160050131Suche in Google Scholar

[32] Macquer PJ. A dictionary of chemistry: Containing the theory and practice of that science: Its application to natural philosophy, natural history, medicine, and animal economy. T Cadell. 1777. p. 3. https://archive.hshsl.umaryland.edu/handle/10713/2006.Suche in Google Scholar

[33] Weisbjerg MR, Rinne M, Spörndly R, Ekern A, Harstad OM. The history of feed evaluation for ruminants, with special emphasis on the Nordic countries. Proceedings of the 1st Nordic Feed Science Conference, 22-23 of June 2010 Uppsala Sweden; 2010. p. 51–64. Sveriges lantbruksuniversitet.Suche in Google Scholar

[34] Tyler C. Albrecht Thaer’s hay equivalents: fact or fiction? Nutrition Abstracts and Reviews. 1975 Jan:45(1);1–11.Suche in Google Scholar

[35] Ryle M, Ørskov ER. Feed evaluation, past and present. In Energy Nutrition in Ruminants. Dordrecht: Springer; 1990. p. 122–32.10.1007/978-94-009-0751-5_9Suche in Google Scholar

[36] Rohweder D, Barnes RF, Jorgensen N. Proposed hay grading standards based on laboratory analyses for evaluating quality. J Anim Sci. 1978 Sep 1;47(3):747–59.10.2527/jas1978.473747xSuche in Google Scholar

[37] Dickson A. The husbandry of the ancients. Edinburgh: J. Dickson, and W. Creech; 2; 1788. p. 78, 226–7, 241–3, 324–7.Suche in Google Scholar

[38] Bradley R. A survey of the ancient husbandry and gardening, collected from cato, varro, columella, virgil, and others the most eminent writers among the greeks and romans. B Motte; 1725. p. 86, 185, 201, 283.Suche in Google Scholar

[39] Sharma R. Agronomy terminology. Oxford (UK): Oxford Book Company; 2014.10.1093/omcr/omu023Suche in Google Scholar

[40] Thaer AD. Grundsätze der rationellen Landwirthschaft. German: G. Reimer; 1821.Suche in Google Scholar

[41] Thaer AD. The principles of practical agriculture. New York: CM Saxton; 1856. p. 90–1.Suche in Google Scholar

[42] May L. American chemical society. Atoms in chemistry: From Dalton’s predecessors to complex atoms and beyond. Am Chem Soc. 2010;1044:21–33. 10.1021/bk-2010-1044.ch003.Suche in Google Scholar

[43] Holmes FL. Analysis by fire and solvent extractions: the metamorphosis of a tradition. Isis. 1971 Jul 1;62(2):129–48.10.1086/350726Suche in Google Scholar

[44] Colombani PC. On the origins of food composition tables. J Food Composition Anal. 2011 Jun 1;24(4–5):732–7.10.1016/j.jfca.2010.09.007Suche in Google Scholar

[45] Manz F. History of nutrition and acid-base physiology. Eur J Nutr. 2001 Oct;40(5):189–99.10.1007/s394-001-8346-7Suche in Google Scholar PubMed

[46] Gough JB. Lavoisier and the fulfillment of the stahlian revolution. Osiris. 1988 Jan 1;4:15–33.10.1086/368670Suche in Google Scholar

[47] Van Soest PJ. Symposium on nutrition and forage and pastures: new chemical procedures for evaluating forages. J Anim Sci. 1964 Aug 1;23(3):838–45.10.2527/jas1964.233838xSuche in Google Scholar

[48] Van Soest PJ, McQueen RW. The chemistry and estimation of fibre. Proc Nutr Soc. 1973 Dec;32(3):123–30.10.1079/PNS19730029Suche in Google Scholar

[49] Beck CM. Classical analysis. A look at the past, present, and future. Anal Chem. 1994 Feb 1;66(4):224A–39A.10.1021/ac00076a001Suche in Google Scholar

[50] Nelson KL, Blackham AW. Correlated organic laboratory experiences. Provo Utah (USA): Brigham Young University Press; 1975.Suche in Google Scholar

[51] Neumann C. The chemical works of Caspar Neumann. London: J. and F. Rivington; 1773.Suche in Google Scholar

[52] Scarborough J. On the properties of foodstuffs (“ De alimentorum facultatibus”). Bull History Med. 2005;79(2):324–6.10.2307/4352991Suche in Google Scholar

[53] Fruton JS. The emergence of biochemistry. Science. 1976 Apr 23;192(4237):327–34.10.1126/science.769164Suche in Google Scholar PubMed

[54] Van Soest PJ. Nutritional ecology of the ruminant. Ithaca New York (USA): Cornell University Press; 1994.10.7591/9781501732355Suche in Google Scholar

[55] Provenza FD. Behavior and nutrition are complementary endeavors. Proceedings 2nd Grazing Livestock Nutrition Conference. Agricultural Experiment Station MP-133. OK, USA: Oklahoma State University, Stillwater; 1991. p. 157–69.Suche in Google Scholar

[56] Tan S. OIE quality standard and guidelines for veterinary laboratories: infectious diseases. Can Vet J. 2006 Dec;47(12):1184.Suche in Google Scholar

[57] Mitchell HH, Hamilton TS. The balancing of rations with respect to protein. J Anim Sci. 1936 Jan 1;1936(1):241–52.Suche in Google Scholar

[58] Fitts EB, Jamison NC. Balancing rations for dairy cows. Oregon Agricultural College Extension Service. Extension Bulletin 1923;364. p. 1–3.Suche in Google Scholar

[59] Connecticut Agricultural Experiment Station. Annual Report of the connecticut agricultural experiment station for 1877. Vol. 2; 1878. p. 54.Suche in Google Scholar

[60] Woll FW. Recent progress in the analysis of cattle foods. J Am Chem Soc. 1894 Mar;16(3):174–8.10.1021/ja02101a010Suche in Google Scholar

[61] Curtiss CF. Agricultural experiment station. Iowa State College of Agriculture and Mechanic Arts; 1900. p. 354.Suche in Google Scholar

[62] Rojas-Downing MM, Nejadhashemi AP, Harrigan T, Woznicki SA. Climate change and livestock: Impacts, adaptation, and mitigation. Clim Risk Manag. 2017 Jan 1;16:145–63.10.1016/j.crm.2017.02.001Suche in Google Scholar

[63] Weiss B, St-Pierre N. Understanding and managing variation in nutrient composition. Proceedings of the Western Dairy Management Conference. Reno; Nev 2007. p. 7–9.Suche in Google Scholar

[64] Severe JH. Demographics, accuracy, and impact of feed laboratories in the United States. Doctoral dissertation, Utah State University; 2020.Suche in Google Scholar

[65] Wise SA. What is novel about certified reference materials? Anal Bioanal Chem. 2018 Mar;410(8):2045–9.10.1007/s00216-018-0916-ySuche in Google Scholar PubMed

Received: 2022-04-13
Revised: 2022-07-08
Accepted: 2022-09-13
Published Online: 2022-10-26

© 2022 Jerald H. Severe, published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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